{"meta":{"query_hash":"70bfa9e16674","filters":{"topic":"Employment and Welfare Studies"},"cohort_total":3193,"direct_labels_cover":13,"predictions_cover":3193,"exported":3193,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/70bfa9e16674","api":"https://metacan.xera.ac/api/v1/cohort?topic=Employment+and+Welfare+Studies"},"results":[{"id":"W100727342","doi":"","title":"The Sound of Doors Slamming : Does Immigration Policy Fight Racism in the Workplace?","year":2009,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Slamming; Doors; Racism; Immigration; Sound (geography); Political science; Sociology; Gender studies; Acoustics; Engineering; Law; Structural engineering; Physics","score_opus":0.028189889450407627,"score_gpt":0.3621150546039157,"score_spread":0.33392516515350806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W100727342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9175898,0.0017997784,0.0000014112593,0.0694833,0.0004458118,0.00067618064,0.000017946937,0.000020942105,0.009964861],"genre_scores_gemma":[0.9896985,0.00085038634,0.000007233459,0.0043610823,0.00037933927,0.00024804083,0.000003276716,0.000009446702,0.004442641],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980328,0.0003229348,0.00044650794,0.00017677252,0.0001986342,0.000822364],"domain_scores_gemma":[0.9983099,0.0010172143,0.000162718,0.00027714708,0.00013947203,0.000093527124],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010101607,0.00017550818,0.00029197187,0.00021949528,0.0024837619,0.000016786254,0.00026263073,0.00007344311,0.000023718925],"category_scores_gemma":[0.00054828665,0.000084285275,0.00004989324,0.00052143715,0.00017069632,0.0000854577,0.000043745316,0.0003143773,0.000020073976],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007897401,0.000037341415,0.11685199,0.00013897876,0.00031387634,0.000023985553,0.7053633,0.0000053254103,0.000035123725,0.13855834,0.03226166,0.0063311243],"study_design_scores_gemma":[0.0004991424,0.00010766752,0.08867772,0.00017040304,0.000021300903,5.0217693e-7,0.72995794,0.0000014806633,0.000006944099,0.118362255,0.061986778,0.0002078586],"about_ca_topic_score_codex":0.004171638,"about_ca_topic_score_gemma":0.38855085,"teacher_disagreement_score":0.3843792,"about_ca_system_score_codex":0.0006682238,"about_ca_system_score_gemma":0.00033989936,"threshold_uncertainty_score":0.9988149},"labels":[],"label_agreement":null},{"id":"W10272894","doi":"","title":"L'impact de l'insécurité et des risques sociaux sur la fécondité au Canada : une étude empirique des mécanismes que supposent les politiques familiales.","year":2010,"lang":"fr","type":"article","venue":"MULTIs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0659503458484227,"score_gpt":0.42209221728176455,"score_spread":0.35614187143334186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10272894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434306,0.0040825075,0.000059203907,0.038827706,0.0014765118,0.00082539703,0.001606327,0.00024319901,0.009448571],"genre_scores_gemma":[0.97940403,0.00749185,0.0011830226,0.00128599,0.0015655188,0.000151766,0.0001144925,0.00015361437,0.008649738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99375284,0.002196219,0.00088922004,0.00061508134,0.0004452955,0.002101336],"domain_scores_gemma":[0.9949675,0.0028182927,0.00033011741,0.00048264835,0.0006990847,0.00070231996],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012532873,0.0007775736,0.00088613434,0.00015050046,0.0023610073,0.00008937492,0.00045632172,0.0009236187,0.0009924124],"category_scores_gemma":[0.0016664354,0.00072084303,0.00033485584,0.00028339747,0.0015428185,0.00045864895,0.0003629029,0.0020462861,0.000036426343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004141415,0.00026917685,0.83836377,0.0007792927,0.00041632948,0.00014272876,0.04422528,0.000011054396,0.0011220482,0.01057035,0.08802946,0.016029088],"study_design_scores_gemma":[0.0009543959,0.00016727675,0.9055608,0.00075097074,0.00013633617,0.000019347865,0.008889332,0.000041750525,0.0014871618,0.0051509663,0.0761592,0.0006824357],"about_ca_topic_score_codex":0.99712735,"about_ca_topic_score_gemma":0.99954075,"teacher_disagreement_score":0.06719704,"about_ca_system_score_codex":0.0023875583,"about_ca_system_score_gemma":0.009074864,"threshold_uncertainty_score":0.99992085},"labels":[],"label_agreement":null},{"id":"W1029423481","doi":"10.1093/oxfordhb/9780199794911.013.018","title":"Understanding Workplace Violence","year":2014,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Psychology; Business","score_opus":0.14322310815614084,"score_gpt":0.3126887911291272,"score_spread":0.16946568297298634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1029423481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019473682,0.00009333664,0.0037803752,0.00015860569,0.0005916586,0.0006497344,0.00005640744,0.0002597366,0.99439067],"genre_scores_gemma":[0.0020050406,0.0010112516,0.00004880332,0.00021818043,0.0002927785,0.0000021112883,0.000022862794,0.000059367576,0.9963396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837184,0.00011220167,0.0002644214,0.00045679358,0.00028972924,0.00050498627],"domain_scores_gemma":[0.99855465,0.00036742754,0.00037013117,0.0004520435,0.00010596327,0.00014976933],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000218379,0.00038070272,0.00049694197,0.00015663065,0.0014298359,0.000010299233,0.00041630954,0.0005916215,0.00018570235],"category_scores_gemma":[0.00001211691,0.00040298997,0.00016999396,0.000007748482,0.00020882332,0.000046190376,0.00066806417,0.0010094625,0.00001625583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010702492,0.000002418185,0.00023657555,0.00019679705,0.00013880528,0.00002782123,0.00046517653,0.0000011441825,6.4147946e-7,0.9706206,0.027172849,0.0010301481],"study_design_scores_gemma":[0.0006037811,0.00004681687,0.000022131726,0.0019119914,0.00017116583,4.7558794e-7,0.00043924994,0.0000066398165,8.1064087e-7,0.012938536,0.9834597,0.00039868316],"about_ca_topic_score_codex":0.000074184005,"about_ca_topic_score_gemma":0.00014041658,"teacher_disagreement_score":0.9576821,"about_ca_system_score_codex":0.00063700683,"about_ca_system_score_gemma":0.0001095366,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W1032522831","doi":"","title":"Labor market inequality in Canada","year":2009,"lang":"en","type":"article","venue":"Docs.school Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Labour economics; Economics; Mathematics","score_opus":0.04596361232495953,"score_gpt":0.3937669843147467,"score_spread":0.34780337198978717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1032522831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36882222,0.0003160321,0.000054280437,0.32580677,0.0004619457,0.0010433678,0.0002195175,0.00020626071,0.30306962],"genre_scores_gemma":[0.9696614,0.00008301197,0.00012748908,0.011879406,0.00020915142,0.00033537354,0.00009583979,0.000011327758,0.017596988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980971,0.00031012532,0.0005685841,0.00026189015,0.00024568042,0.00051658857],"domain_scores_gemma":[0.99856853,0.00029942577,0.00014707126,0.0004944103,0.0002789303,0.00021161934],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005496544,0.00013569409,0.00021616093,0.00014355477,0.0005377381,0.000015840844,0.00026697404,0.000072965886,0.003650782],"category_scores_gemma":[0.001012088,0.00012441924,0.000029014756,0.0007951956,0.000017092401,0.00025677634,0.00006824593,0.000482362,0.00015670976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051081743,0.00002957918,0.5608785,0.000008604242,0.0000059829276,5.205496e-7,0.00015520191,6.3161957e-7,0.000006524618,0.012289546,0.42602998,0.0005897725],"study_design_scores_gemma":[0.00027402223,0.0000073028846,0.6878243,0.000017190554,0.000003992859,1.1261353e-7,0.0007532467,0.000012527839,0.0000011967858,0.0018593556,0.3091522,0.000094584255],"about_ca_topic_score_codex":0.69734514,"about_ca_topic_score_gemma":0.9446849,"teacher_disagreement_score":0.6008392,"about_ca_system_score_codex":0.0008314471,"about_ca_system_score_gemma":0.0024542892,"threshold_uncertainty_score":0.99726003},"labels":[],"label_agreement":null},{"id":"W104590376","doi":"10.1177/030437540302800302","title":"Security Assemblages: Airport Security, Flexible Work, and Liberal Governance","year":2003,"lang":"en","type":"article","venue":"Alternatives Global Local Political","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Corporate governance; Work (physics); Airport security; Public administration; Political science; Computer security; Business; Computer science; Engineering; Finance","score_opus":0.034125434480171885,"score_gpt":0.39542613709782276,"score_spread":0.3613007026176509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W104590376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6058584,0.0011026086,0.0005923446,0.0070382636,0.0008407457,0.0004660541,0.00010383337,0.00019502146,0.38380274],"genre_scores_gemma":[0.99411726,0.000115999035,0.000057068894,0.0030430919,0.00035623554,0.000054915396,0.000008738257,0.000023371564,0.0022233438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965589,0.0005169407,0.0005424112,0.0005406322,0.00047872774,0.0013623814],"domain_scores_gemma":[0.998493,0.00041279558,0.00013386582,0.00027792883,0.00014745252,0.0005349474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003952241,0.0003385906,0.0004619624,0.000024545963,0.0005074062,0.000027427594,0.00021912507,0.00020365954,0.000201821],"category_scores_gemma":[0.00040028387,0.00029462492,0.0001059428,0.0002241964,0.00060392934,0.00024167748,0.00034357476,0.0005959952,0.0001892932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003759832,0.000085337546,0.2930793,0.00004982306,0.000064611966,0.000038188035,0.00029746396,3.9445288e-7,5.228819e-7,0.6993112,0.0068047578,0.0002308364],"study_design_scores_gemma":[0.0018719995,0.00023796283,0.28209567,0.0002902417,0.00006772894,0.000020223259,0.0020229644,0.00004094161,0.000109833614,0.6504367,0.062187556,0.00061815453],"about_ca_topic_score_codex":0.0006812167,"about_ca_topic_score_gemma":0.00022479398,"teacher_disagreement_score":0.38825884,"about_ca_system_score_codex":0.00043068285,"about_ca_system_score_gemma":0.00015831378,"threshold_uncertainty_score":0.9999506},"labels":[],"label_agreement":null},{"id":"W1062860742","doi":"10.1007/s11266-015-9637-4","title":"Personal Wellbeing of Participants of Social Purpose Enterprises: The Influence of Social Support","year":2015,"lang":"en","type":"article","venue":"VOLUNTAS International Journal of Voluntary and Nonprofit Organizations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Optimism; Social support; Psychology; Baseline (sea); Vocational education; Self-esteem; Intervention (counseling); Social psychology; Applied psychology; Pedagogy; Political science","score_opus":0.03812621230121152,"score_gpt":0.37501806563556905,"score_spread":0.33689185333435756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1062860742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942936,0.00010103728,0.00022096942,0.0040021655,0.0006059127,0.000194536,0.0001865184,0.0000072043986,0.00038806224],"genre_scores_gemma":[0.99860674,0.00008304198,0.00012513771,0.00027337935,0.00048573918,0.000005373572,0.000028896395,0.000017919545,0.00037379249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760765,0.00022867085,0.0011464638,0.00011529507,0.0006838764,0.00021805936],"domain_scores_gemma":[0.99510485,0.00024718186,0.0012500829,0.00007417774,0.0032418596,0.00008186861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008083411,0.00013835482,0.00039020847,0.00019567141,0.0003490334,0.0000074314526,0.00040136004,0.000093087496,0.00041172872],"category_scores_gemma":[0.00055168965,0.00010474681,0.00009730957,0.0003442053,0.0003409003,0.0003233357,0.00024930332,0.00030400505,0.000005411372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028656237,0.00018424077,0.91127753,0.00008094074,0.0005102735,0.0000058684964,0.07627912,0.00002895885,0.0022112282,0.0027210652,0.006244814,0.00016938068],"study_design_scores_gemma":[0.0019114285,0.00033877016,0.96219736,0.00021097016,0.00030885884,0.000016067028,0.028928418,0.00004807736,0.0010720509,0.00079220906,0.0040258016,0.00014998442],"about_ca_topic_score_codex":0.00020749503,"about_ca_topic_score_gemma":0.00008361593,"teacher_disagreement_score":0.050919816,"about_ca_system_score_codex":0.00008688966,"about_ca_system_score_gemma":0.0005346029,"threshold_uncertainty_score":0.45081407},"labels":[],"label_agreement":null},{"id":"W106758620","doi":"","title":"The Regional Education-Based Wage Differentials : The Case of Canadian Registered Nurses","year":2009,"lang":"en","type":"article","venue":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wage; Labour economics; Economics; Demographic economics; Business","score_opus":0.05781632294758063,"score_gpt":0.3159599200870409,"score_spread":0.2581435971394602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106758620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8660004,0.00067751546,0.000043310516,0.03573202,0.0005596411,0.0010159966,0.00006195823,0.000066606364,0.09584253],"genre_scores_gemma":[0.93819284,0.002674169,0.00003626884,0.0006671767,0.00007089495,7.470847e-7,0.000011083205,0.00000872193,0.05833808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980714,0.00066822534,0.0003110615,0.00031551393,0.00021935644,0.00041446424],"domain_scores_gemma":[0.9978197,0.00070747314,0.0004551298,0.00031575665,0.00046386078,0.00023803806],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00050671585,0.0002057367,0.00029153432,0.0010121,0.0060327007,0.000025168729,0.0004679745,0.00034007253,0.00007825653],"category_scores_gemma":[0.00019911134,0.00016636157,0.00014295554,0.0017977958,0.0005334447,0.0006327887,0.00008356134,0.0010308665,0.000003521299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042811777,0.00052616856,0.19636105,0.0003409221,0.0010777457,0.00042849,0.027820894,0.000046063156,0.008680618,0.48396683,0.23465635,0.0418137],"study_design_scores_gemma":[0.0021682803,0.0002775146,0.08289604,0.00033515267,0.00032247504,0.000027551263,0.07974172,0.00003414646,0.00012620489,0.00054059,0.8332037,0.00032664213],"about_ca_topic_score_codex":0.033826746,"about_ca_topic_score_gemma":0.038556475,"teacher_disagreement_score":0.59854734,"about_ca_system_score_codex":0.0004261057,"about_ca_system_score_gemma":0.0012797479,"threshold_uncertainty_score":0.9952613},"labels":[],"label_agreement":null},{"id":"W107286439","doi":"","title":"Stressed? How to Stay Calm","year":2009,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Taboo; Champion; Depression (economics); Mental illness; Psychiatry; Psychology; Medicine; Political science; Economics; Law","score_opus":0.0697403501609818,"score_gpt":0.43538398674982187,"score_spread":0.3656436365888401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W107286439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39224577,0.000107227934,0.00043408238,0.26805803,0.0004963479,0.00067558454,0.000011687967,0.00031565578,0.3376556],"genre_scores_gemma":[0.8214357,0.000020612468,0.0002707,0.010520937,0.00026171052,0.000025697864,0.0000035723458,0.0000064062683,0.16745469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992166,0.000060453374,0.00012278254,0.0001381189,0.0001236876,0.00033834024],"domain_scores_gemma":[0.99954915,0.00008833163,0.000026087026,0.00016052183,0.00007132746,0.00010456981],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116179675,0.0000823091,0.0001264773,0.000040883115,0.00042425515,0.000005581163,0.00008367369,0.000050732633,0.0009799757],"category_scores_gemma":[0.00006955579,0.000057905738,0.00002514273,0.00010552488,0.00000784676,0.0000499668,0.0000509744,0.00013652745,0.00055959215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015826248,0.000031321524,0.06848402,0.000012862539,0.000011525034,0.0000031939055,0.0022421747,4.5542743e-7,0.00024388763,0.014468002,0.90703654,0.007450157],"study_design_scores_gemma":[0.0003834098,0.0001851475,0.29091987,0.00004771722,0.000007882862,6.687352e-8,0.003450618,0.0000026547746,0.00017560359,0.0015610099,0.7031169,0.00014911346],"about_ca_topic_score_codex":0.00010562338,"about_ca_topic_score_gemma":0.0004318574,"teacher_disagreement_score":0.4291899,"about_ca_system_score_codex":0.00003434861,"about_ca_system_score_gemma":0.000025476891,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W108372588","doi":"10.7202/028722ar","title":"Unemployment Insurance, Unemployment Duration, and Excess Supply of Labour","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Duration (music); Labour economics; Economics; Economic growth; Art","score_opus":0.04156116861073216,"score_gpt":0.34658237271770415,"score_spread":0.305021204106972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108372588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96656656,0.0011883229,0.000107143926,0.020791389,0.00021753534,0.00069106405,0.000117838834,0.000093443574,0.010226694],"genre_scores_gemma":[0.970785,0.00068914925,0.00032709894,0.0002583525,0.00027536257,0.00013359291,0.00003509673,0.000022498558,0.027473845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808973,0.0001838317,0.00089695456,0.00024225457,0.00026382378,0.00032337618],"domain_scores_gemma":[0.9986829,0.0003893113,0.00035084007,0.00024711862,0.00023781425,0.000091975766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003878305,0.00018134114,0.00027912756,0.0001661369,0.0008514967,0.000008808345,0.000111128735,0.00025426492,0.00074599],"category_scores_gemma":[0.00016406502,0.00016000449,0.00004274709,0.000391065,0.0001316103,0.00021094464,0.00012286278,0.0004372732,0.00009937618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000203544,0.00008952381,0.9364534,0.00001829202,0.00006901844,8.370217e-7,0.0028473772,0.0001402146,0.00006053792,0.030235397,0.023458818,0.006606197],"study_design_scores_gemma":[0.0011719109,0.00007254809,0.49852625,0.00019897579,0.000034257104,9.081805e-7,0.00291947,0.000063452164,0.00030869534,0.00083814724,0.49566513,0.00020026279],"about_ca_topic_score_codex":0.00023342847,"about_ca_topic_score_gemma":0.00022693985,"teacher_disagreement_score":0.4722063,"about_ca_system_score_codex":0.00011819418,"about_ca_system_score_gemma":0.00016628194,"threshold_uncertainty_score":0.81680673},"labels":[],"label_agreement":null},{"id":"W112671542","doi":"10.2139/ssrn.2560084","title":"Poaching Workers in a Supply Chain: Enemy from Within?","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Poaching; Supply chain; Business; Adversary; Industrial organization; Computer security; Computer science; Marketing; Ecology","score_opus":0.04214173221224405,"score_gpt":0.3619563255045237,"score_spread":0.3198145932922797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112671542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977587,0.005313222,0.0004571711,0.009669789,0.0009006935,0.00027851725,0.0000037730783,0.000059087994,0.0057307817],"genre_scores_gemma":[0.9937893,0.0007464729,0.00008266022,0.0005387053,0.0008892484,0.000027197531,0.000007912103,0.00003318523,0.0038853097],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99592584,0.00053255906,0.00054237334,0.00021207605,0.00033172502,0.0024554143],"domain_scores_gemma":[0.9991583,0.00018036965,0.0002517652,0.00015312721,0.00009020076,0.00016622928],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003682486,0.00018381319,0.00030220416,0.00016299498,0.0005573322,0.000016235825,0.00024924634,0.00013511807,0.00005029352],"category_scores_gemma":[0.00021094044,0.00014810152,0.000070904214,0.00021961678,0.00003403291,0.00019735316,0.00010520069,0.0041273744,0.00011569464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016575863,0.00004134477,0.9646289,0.000004809594,0.00012756149,0.00000992439,0.009241395,0.000029589002,0.000020161317,0.02172716,0.0017815867,0.0022218432],"study_design_scores_gemma":[0.0066428427,0.00051383366,0.114897035,0.0005675605,0.00007372333,0.000035835004,0.24908303,0.00010974651,0.0000097039665,0.61895245,0.008557877,0.00055638026],"about_ca_topic_score_codex":0.0057384125,"about_ca_topic_score_gemma":0.035224676,"teacher_disagreement_score":0.84973186,"about_ca_system_score_codex":0.0018293782,"about_ca_system_score_gemma":0.0036195049,"threshold_uncertainty_score":0.99817014},"labels":[],"label_agreement":null},{"id":"W114046073","doi":"10.4000/travailemploi.6128","title":"La régulation de l’emploi dans les hypermarchés français.","year":2013,"lang":"fr","type":"article","venue":"Travail et emploi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hyperion Technologies (Canada)","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04917164472864204,"score_gpt":0.36415155198410903,"score_spread":0.314979907255467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114046073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87489945,0.0056555397,0.0009652064,0.032615103,0.0011173373,0.0012800612,0.00010167007,0.00035726663,0.08300839],"genre_scores_gemma":[0.9346759,0.0024142233,0.0007165332,0.002228539,0.0007117604,0.00038272087,0.00007894111,0.0001501209,0.058641307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944567,0.0022229964,0.00089517067,0.0005780786,0.0004826569,0.0013643656],"domain_scores_gemma":[0.99713016,0.0013987785,0.000246718,0.00055288797,0.00028802064,0.00038346095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013259099,0.00054302096,0.0006081123,0.00017121204,0.0012039638,0.00008383783,0.00038474717,0.00088741776,0.0074356273],"category_scores_gemma":[0.00026804642,0.0005253012,0.00023322344,0.00032969954,0.0006590583,0.00056170765,0.00025170922,0.0016066969,0.0057423334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038497856,0.00035223205,0.6715783,0.00065227656,0.00020373876,0.000020968791,0.14449342,0.000026414229,0.001613092,0.005664292,0.10308779,0.072269],"study_design_scores_gemma":[0.0010045905,0.00014598774,0.8215167,0.000496357,0.00013162238,0.000012204529,0.0060386867,0.00012287055,0.00007188336,0.00187018,0.16812932,0.00045961898],"about_ca_topic_score_codex":0.056205723,"about_ca_topic_score_gemma":0.01096475,"teacher_disagreement_score":0.1499384,"about_ca_system_score_codex":0.00027039956,"about_ca_system_score_gemma":0.00031097146,"threshold_uncertainty_score":0.99971986},"labels":[],"label_agreement":null},{"id":"W1148761192","doi":"10.71781/25535","title":"Évolution de la qualité de l'emploi des femmes et des hommes au Québec entre 1997 et 2007 : l'ascenseur de la scolarisation et le fardeau des responsabilités familiales","year":2010,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.024188472990903927,"score_gpt":0.30742932864550976,"score_spread":0.2832408556546058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1148761192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616289,0.018057596,0.0013534734,0.002922672,0.0007857285,0.0008820647,0.00029305925,0.00030501786,0.01377149],"genre_scores_gemma":[0.96977925,0.003808549,0.004114919,0.00054770283,0.00033849437,0.00016036828,0.00069717027,0.00010451989,0.020449003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98804057,0.008196676,0.0009009963,0.0008695635,0.00069920166,0.0012929864],"domain_scores_gemma":[0.9923444,0.0051143477,0.000737561,0.0005018097,0.0007204898,0.0005813899],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.004703285,0.0008406471,0.00076056365,0.0005034875,0.018271916,0.00013999554,0.0005241475,0.0018685224,0.00005447108],"category_scores_gemma":[0.0033451372,0.0009579532,0.0005202728,0.0004188999,0.003326349,0.0010542485,0.00031577874,0.0023086914,0.00004253749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0015942224,0.00059000286,0.62089235,0.00087047054,0.00038953972,0.00029521147,0.3004939,0.0006394551,0.009077175,0.05990712,0.0010873475,0.0041632354],"study_design_scores_gemma":[0.001596362,0.0001502535,0.7616863,0.0013616042,0.00044435522,0.00025601746,0.19703385,0.00016042757,0.001359175,0.0055043944,0.029750612,0.00069664826],"about_ca_topic_score_codex":0.84860605,"about_ca_topic_score_gemma":0.84131324,"teacher_disagreement_score":0.14079396,"about_ca_system_score_codex":0.019944593,"about_ca_system_score_gemma":0.026071697,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W1160942080","doi":"10.26481/dis.20140521km","title":"Does bipartite return-to-work policy work?: An evaluation based on stakeholder’s experiences in a Canadian healthcare setting","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Care and Public Health Research Institute, Universiteit Maastricht; Canadian Institutes of Health Research; University of Toronto; Universiteit Maastricht; Université de Sherbrooke","keywords":"Work (physics); Bipartite graph; Stakeholder; Health care; Public relations; Knowledge management; Business; Computer science; Political science; Engineering","score_opus":0.1256793798322594,"score_gpt":0.4575050074884198,"score_spread":0.3318256276561604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1160942080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323776,0.00009003377,0.00000255095,0.037941698,0.0025839654,0.0034687282,0.00003798903,0.00014329859,0.023354141],"genre_scores_gemma":[0.9751706,0.000015864754,0.00008776161,0.008729945,0.0009638052,0.0031960958,0.0017485121,0.0000756689,0.010011739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99461263,0.0015381925,0.0009224291,0.00078034593,0.0008053518,0.001341019],"domain_scores_gemma":[0.9975322,0.0003641107,0.00037417762,0.0005484441,0.0004968764,0.00068417354],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024492366,0.00045570073,0.0005576995,0.0013138901,0.0013978046,0.00004581513,0.00029649067,0.0005858564,0.0010158996],"category_scores_gemma":[0.0009456742,0.00030876225,0.000072340474,0.0012040746,0.000024942676,0.00012600592,0.000022069808,0.0008492922,0.0000973757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042799918,0.00006452055,0.6998577,0.00061695365,0.000026188914,0.0000054456477,0.25731194,0.00012212394,0.0000036294798,0.00073338626,0.015350843,0.02547924],"study_design_scores_gemma":[0.0012626596,0.0004592523,0.6931331,0.008022286,0.00005526235,3.8532058e-8,0.25778165,0.00060735736,0.000036806527,0.00049009273,0.036939353,0.0012121196],"about_ca_topic_score_codex":0.6130661,"about_ca_topic_score_gemma":0.9840141,"teacher_disagreement_score":0.37094802,"about_ca_system_score_codex":0.0014972911,"about_ca_system_score_gemma":0.00390456,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W116865300","doi":"","title":"Cultural Influences Across Time and Space: Do Source-country Gender Roles Affect Immigrant Women's Paid and Unpaid Labour Activity?","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Affect (linguistics); Demographic economics; Unpaid work; Space (punctuation); Political science; Labour economics; Gender studies; Sociology; Economics","score_opus":0.03703016940291387,"score_gpt":0.39192481694664155,"score_spread":0.3548946475437277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W116865300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99134415,0.0012853057,2.4142096e-7,0.0011630591,0.00025888477,0.0016788419,0.00022489189,0.000091474896,0.003953127],"genre_scores_gemma":[0.9597158,0.027190858,0.000049141498,0.00019815496,0.00042132815,0.0010775926,0.000036232654,0.00007864631,0.011232288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948663,0.0011629551,0.00062957086,0.0011523586,0.00035427403,0.001834543],"domain_scores_gemma":[0.9968301,0.001576229,0.00034525408,0.00067219714,0.00020983147,0.00036638018],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032771071,0.00056198915,0.0010002005,0.00025616933,0.001468267,0.00027278689,0.00041930148,0.000797755,0.00027900294],"category_scores_gemma":[0.0004899325,0.0004688433,0.00009648731,0.0001282018,0.0008564696,0.0003422207,0.0031239293,0.0030210286,0.0000761121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005453004,0.00014356377,0.8538677,0.0022563452,0.00062484207,0.00001630384,0.07259856,0.00024980953,0.0009474286,0.00026468807,0.0006345463,0.067850925],"study_design_scores_gemma":[0.0022591439,0.0002521,0.8545996,0.0010845698,0.000027638358,0.000007729963,0.054694623,0.0005090203,0.000033975215,0.0024114517,0.08280164,0.0013185138],"about_ca_topic_score_codex":0.0014337281,"about_ca_topic_score_gemma":0.0019293347,"teacher_disagreement_score":0.08216709,"about_ca_system_score_codex":0.00080047443,"about_ca_system_score_gemma":0.0003273919,"threshold_uncertainty_score":0.9998317},"labels":[],"label_agreement":null},{"id":"W1176708167","doi":"","title":"Remote People Management - Resolving Organizational Issues at Call Centers : Case Study of the Bank of Nova Scotia","year":2008,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Business; Order (exchange); Marketing; Process management; Computer science; Knowledge management; Public relations; Political science; Geography; Finance","score_opus":0.048715983872016526,"score_gpt":0.3486038380236802,"score_spread":0.2998878541516637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1176708167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98700666,0.0002034963,0.00027927762,0.007105766,0.0005532089,0.0016446193,0.00030908364,0.00015127688,0.0027465865],"genre_scores_gemma":[0.99467015,0.000120273035,0.0023788381,0.00011599199,0.00003890282,0.00003125852,0.00029261856,0.000023459013,0.0023285197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997653,0.000113470785,0.001007534,0.00042015593,0.00047450257,0.0003313058],"domain_scores_gemma":[0.99683625,0.000059137103,0.0008361039,0.0012997981,0.00091504434,0.00005364975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040969136,0.00021225298,0.0004072259,0.0005195523,0.00082456885,0.0000037823813,0.0007299141,0.00015337452,0.00027064726],"category_scores_gemma":[0.00065941556,0.00016897179,0.000058994206,0.0015358614,0.00044651135,0.00024074326,0.002056113,0.00032060363,0.000022052769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000459079,0.0007558211,0.9236853,0.00044068685,0.0002645827,0.000049610444,0.0024446563,0.00004340683,0.00022532108,0.00827994,0.06319535,0.000569408],"study_design_scores_gemma":[0.008160557,0.0005138186,0.80070955,0.001437266,0.0006209764,0.00015403872,0.024922043,0.0007178377,0.0037068438,0.00019115815,0.15791756,0.00094838784],"about_ca_topic_score_codex":0.009077457,"about_ca_topic_score_gemma":0.011030119,"teacher_disagreement_score":0.12297579,"about_ca_system_score_codex":0.0001379084,"about_ca_system_score_gemma":0.0001252311,"threshold_uncertainty_score":0.99752116},"labels":[],"label_agreement":null},{"id":"W1177974962","doi":"10.71781/24141","title":"La détresse psychologique en lien avec le travail et le soutien social hors-travail chez la population active canadienne","year":2004,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Humanities; Sociology; Political science; Philosophy","score_opus":0.03759706978245408,"score_gpt":0.3959603841729406,"score_spread":0.3583633143904865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1177974962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85434777,0.00023015206,0.000017623204,0.006705298,0.00091051694,0.0021254437,0.0005799602,0.0000135355485,0.13506968],"genre_scores_gemma":[0.9172876,0.000271392,0.00041062981,0.00019879708,0.00042528298,0.0003864095,0.0043265196,0.00011307557,0.076580286],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99311674,0.003650366,0.0009298228,0.0009932705,0.00029995633,0.0010098646],"domain_scores_gemma":[0.9976657,0.0006402631,0.000850601,0.0003298179,0.00025551819,0.00025811128],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002386907,0.0006725431,0.00094760134,0.0002128105,0.0019989605,0.00015959881,0.0007697683,0.0021070268,0.0018363047],"category_scores_gemma":[0.0003043014,0.0007043981,0.00021671709,0.00032384254,0.00024649772,0.0005218203,0.00022775329,0.0022139496,0.00035495244],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079612614,0.0008645442,0.0115850475,0.00026020347,0.0004796854,0.000073975636,0.74694663,0.000023260183,0.00024114497,0.0048341677,0.0037934375,0.23010178],"study_design_scores_gemma":[0.0027820512,0.00020984958,0.75122094,0.0008108736,0.00022229245,0.0000054146194,0.1905184,0.0000048571874,0.00018690906,0.0007745917,0.0524852,0.00077860913],"about_ca_topic_score_codex":0.27242804,"about_ca_topic_score_gemma":0.74352926,"teacher_disagreement_score":0.7396359,"about_ca_system_score_codex":0.00064687897,"about_ca_system_score_gemma":0.0022100292,"threshold_uncertainty_score":0.9995407},"labels":[],"label_agreement":null},{"id":"W1200115452","doi":"10.3233/wor-2012-0102-4642","title":"Safe and shealthy integration into semiskilled jobs: does gender matter?","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Work (physics); Service (business); Vocational education; Occupational safety and health; Psychology; Process (computing); Customer service; Business; Medical education; Public relations; Demographic economics; Gerontology; Medicine; Marketing; Political science; Engineering; Economics; Pedagogy; Computer science","score_opus":0.04280378383900478,"score_gpt":0.3948263368221543,"score_spread":0.3520225529831495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1200115452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95042175,0.0022237261,0.00035200015,0.011429783,0.0018353624,0.0005213576,0.0000028233615,0.00009900637,0.0331142],"genre_scores_gemma":[0.98913586,0.00022192046,0.00069747755,0.0032781926,0.0007336248,0.000115132505,0.000011398136,0.000018092409,0.0057883062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890536,0.0001936178,0.00026371484,0.00013816151,0.00010819303,0.0003909351],"domain_scores_gemma":[0.9993835,0.00021690367,0.00008714488,0.00015064362,0.000043899214,0.00011792001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040167954,0.000119121316,0.00017314496,0.000046218905,0.0007332293,0.000006504391,0.00005185919,0.000106832005,0.0010593308],"category_scores_gemma":[0.00005312091,0.0000744986,0.000025477078,0.000113500304,0.000038992508,0.0001227443,0.00009429299,0.00025935768,0.00064677355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029355202,0.000019424147,0.90409356,0.000074757176,0.000017426579,1.6738139e-7,0.024198549,4.225795e-8,0.000025062975,0.0012056294,0.06665352,0.003682483],"study_design_scores_gemma":[0.00032476653,0.00001064338,0.9118994,0.00014415942,0.000019767442,2.1545381e-7,0.005050174,6.979099e-7,0.000015139924,0.002446969,0.079964496,0.00012356885],"about_ca_topic_score_codex":0.00018956958,"about_ca_topic_score_gemma":0.00013184699,"teacher_disagreement_score":0.038714115,"about_ca_system_score_codex":0.000071563554,"about_ca_system_score_gemma":0.000019647965,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W120154362","doi":"","title":"Work and life balance practices in Bhutan","year":2014,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work–life balance; Business; Work (physics); Balance (ability); Informal sector; Human resources; Public relations; Economic growth; Marketing; Political science; Management; Accounting; Economics","score_opus":0.03024242091808222,"score_gpt":0.31942707039822066,"score_spread":0.28918464948013844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120154362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626763,0.00011139677,0.00009497016,0.021519605,0.000072378694,0.0001964223,0.000002662984,0.00010876683,0.015217495],"genre_scores_gemma":[0.99767435,0.0003130388,0.0006197055,0.00009919846,0.000017490132,9.0935555e-7,0.0000011493573,0.0000053947506,0.0012687594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992076,0.00010187234,0.00014914652,0.00022996,0.00007520618,0.0002361971],"domain_scores_gemma":[0.9991731,0.00019014414,0.00030012743,0.00023171712,0.000059239628,0.000045661927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003268136,0.00009183585,0.00025121256,0.00022584021,0.00026949006,0.0000015451576,0.00019714113,0.00022415655,0.00010071152],"category_scores_gemma":[0.00047181055,0.00009179662,0.000020515175,0.00028237797,0.00021537897,0.00007596618,0.0003324315,0.00039348792,0.000046087218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006540471,0.000026501715,0.98716944,0.000048819402,0.000021713033,0.000005191832,0.0005901113,4.478717e-7,0.000024723679,0.007527838,0.0015329486,0.0029868328],"study_design_scores_gemma":[0.0009021758,0.000042029606,0.8832023,0.0001341688,0.00001582648,2.6973595e-7,0.003080736,0.000010699403,0.000012088747,0.0023754684,0.11012459,0.000099624944],"about_ca_topic_score_codex":0.0004262951,"about_ca_topic_score_gemma":0.0007277447,"teacher_disagreement_score":0.10859164,"about_ca_system_score_codex":0.000029977313,"about_ca_system_score_gemma":0.000034326295,"threshold_uncertainty_score":0.37433574},"labels":[],"label_agreement":null},{"id":"W132133887","doi":"10.1002/j.1839-4655.2000.tb01301.x","title":"CIVIL CONSCRIPTION OR RECIPROCAL OBLIGATION: THE ETHICS OF ‘WORK‐FOR‐THE‐DOLE’","year":2000,"lang":"en","type":"article","venue":"Australian Journal of Social Issues","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workfare; Government (linguistics); Unemployment; Obligation; Coalition government; Work (physics); Welfare; Public administration; Political science; Sociology; Economics; Law; Politics; Economic growth; Engineering","score_opus":0.22775247059189416,"score_gpt":0.496819213526245,"score_spread":0.26906674293435084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132133887","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33590186,0.0011933802,0.00008732321,0.6569249,0.0019010722,0.0009326579,0.000032288135,0.000031864092,0.0029946503],"genre_scores_gemma":[0.9530342,0.00095628976,0.00011818301,0.0009639492,0.002519781,0.00002107212,0.0000027556332,0.00001534801,0.042368412],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813616,0.00045420227,0.00072019384,0.000075759184,0.00035675138,0.00025693828],"domain_scores_gemma":[0.997835,0.0009994574,0.000521508,0.00009306034,0.0005071685,0.000043812284],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018880862,0.000111819296,0.00029191564,0.00003285262,0.001524867,0.000015326668,0.00023831298,0.00020951561,0.001918567],"category_scores_gemma":[0.00031660547,0.000058014997,0.00015935156,0.00021429514,0.0003480177,0.00012881811,0.000019998844,0.00089493697,0.000024367364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013649127,0.0000975058,0.03558824,0.00025585524,0.00051622686,0.0000063644607,0.17051907,0.000012434237,0.00016571133,0.0075852657,0.76946527,0.014423133],"study_design_scores_gemma":[0.0009563212,0.0003068858,0.07486639,0.0004702808,0.00021318042,0.0000033935496,0.035879165,9.0925346e-7,0.00018238588,0.004624042,0.88237184,0.00012519406],"about_ca_topic_score_codex":0.00016057903,"about_ca_topic_score_gemma":0.00030181842,"teacher_disagreement_score":0.655961,"about_ca_system_score_codex":0.000048535312,"about_ca_system_score_gemma":0.00017539319,"threshold_uncertainty_score":0.999775},"labels":[],"label_agreement":null},{"id":"W1416692759","doi":"","title":"New immigrants, volunteer work and labour market integration: on learning and re-building social capital","year":2008,"lang":"en","type":"article","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Lifelong learning; Public relations; Sociology; Globalization; Precarious work; Work (physics); Experiential learning; Political science; Pedagogy; Engineering; Law","score_opus":0.028482711642169305,"score_gpt":0.323516698813661,"score_spread":0.2950339871714917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1416692759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98730165,0.0012187017,0.00027994398,0.0071643433,0.00062146067,0.00032189232,0.00000787131,0.00019930233,0.002884847],"genre_scores_gemma":[0.979011,0.0010638725,0.0009288359,0.0006348909,0.0013933392,0.00002146551,0.000011173236,0.00006622251,0.016869228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972538,0.00053157285,0.0006272977,0.0005187147,0.0003647262,0.00070393085],"domain_scores_gemma":[0.99851435,0.00068756216,0.00030340583,0.00014448474,0.00015144059,0.00019876647],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008701854,0.00038431928,0.0004983767,0.00024395477,0.004378846,0.00005888766,0.00015201714,0.00024853655,0.00016634019],"category_scores_gemma":[0.0004005781,0.00032754397,0.000107263295,0.00033146527,0.00013840922,0.00019732425,0.00018551998,0.0015049782,0.000027793418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007070025,0.00007825911,0.7111672,0.00013487246,0.00031044363,0.00015281134,0.16716203,0.000003668668,0.0018275508,0.0074924454,0.09467117,0.01629254],"study_design_scores_gemma":[0.0050043184,0.0007365774,0.8076713,0.002350307,0.00021121018,0.000075937256,0.04530405,0.00008700951,0.0005271696,0.002781791,0.13365288,0.0015974503],"about_ca_topic_score_codex":0.0003249013,"about_ca_topic_score_gemma":0.00017634503,"teacher_disagreement_score":0.12185798,"about_ca_system_score_codex":0.00010185105,"about_ca_system_score_gemma":0.0001340558,"threshold_uncertainty_score":0.9999177},"labels":[],"label_agreement":null},{"id":"W14333405","doi":"","title":"Exploring Occupation as a Determinant of Health and its Contribution to Understanding Health Inequities","year":2014,"lang":"en","type":"article","venue":"Revista espanola de anestesiologia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Health equity; Sociology; Health care; Economic growth; Economics","score_opus":0.264403985699591,"score_gpt":0.4241317590840512,"score_spread":0.1597277733844602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14333405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885609,0.0024581463,0.0033454518,0.0042398786,0.00012919048,0.0010397948,0.000010474361,0.000098225406,0.00011794781],"genre_scores_gemma":[0.9954552,0.0019636275,0.00010518243,0.0020953477,0.000087216045,0.00014210535,0.000024117773,0.000016299678,0.00011088481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709034,0.001074914,0.00080550526,0.000272353,0.00014671456,0.0006101944],"domain_scores_gemma":[0.9982757,0.00070118526,0.0005446369,0.00017991582,0.00010866817,0.00018989055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002370609,0.00017502865,0.00067233323,0.00015549477,0.0008538008,0.000014091595,0.00009536089,0.0000806768,0.000010699384],"category_scores_gemma":[0.0013702256,0.00014545931,0.00004095341,0.00020045917,0.000038772927,0.00015069281,0.0001325486,0.00019241472,0.000023703093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002654798,0.000047331643,0.66415524,0.003742331,0.000040342213,0.0000024558121,0.012199335,0.0000058241044,0.0009922024,0.31102356,0.0011967969,0.0063291057],"study_design_scores_gemma":[0.0025632046,0.0069401725,0.91968644,0.00922524,0.000053684,0.000016542717,0.020326987,0.0002533433,0.0004383068,0.0047476045,0.03489709,0.00085139275],"about_ca_topic_score_codex":0.00022039452,"about_ca_topic_score_gemma":0.000048061298,"teacher_disagreement_score":0.30627596,"about_ca_system_score_codex":0.000492863,"about_ca_system_score_gemma":0.00031744433,"threshold_uncertainty_score":0.65668315},"labels":[],"label_agreement":null},{"id":"W145160323","doi":"10.1007/978-3-319-04235-0_4","title":"Government Austerity in Practice","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Austerity; Socioeconomic status; Sustainability; Government (linguistics); Context (archaeology); Public policy; Sample (material); Public economics; Political science; Economic growth; Economics; Sociology; Geography; Politics; Population","score_opus":0.043498216723484466,"score_gpt":0.34348444357318175,"score_spread":0.2999862268496973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W145160323","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064375424,0.0002901436,0.000014209696,0.0031389922,0.0015610764,0.0008219432,0.0000446935,0.0000444142,0.987647],"genre_scores_gemma":[0.033560406,0.010047817,0.0005137152,0.0057805358,0.001448819,0.00021871275,0.000027624463,0.00020939746,0.94819295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763155,0.0000913627,0.0010671138,0.00054504775,0.00013830663,0.00052659534],"domain_scores_gemma":[0.99803233,0.00065580965,0.0006625469,0.00053050613,0.000039406194,0.000079425256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011388782,0.00037477,0.0007286423,0.00010290133,0.00015820519,0.000012555291,0.00026046555,0.0005553296,0.00036701694],"category_scores_gemma":[0.00020818913,0.0004271193,0.00009460648,0.00001635517,0.00007612827,0.00012462703,0.0005626793,0.0013516344,0.0006279363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026071942,0.000062579296,0.069213934,0.00042368798,0.0001753872,0.000041356598,0.0021507388,0.000052555322,0.0000011348119,0.90445447,0.005169899,0.01799352],"study_design_scores_gemma":[0.0007421651,0.00004121768,0.008293485,0.00051952887,0.000030715688,7.785959e-7,0.00020482183,0.000021411537,9.212498e-7,0.0070454227,0.9827003,0.00039922557],"about_ca_topic_score_codex":0.00040053154,"about_ca_topic_score_gemma":0.0069444054,"teacher_disagreement_score":0.9775304,"about_ca_system_score_codex":0.0018932958,"about_ca_system_score_gemma":0.0001348042,"threshold_uncertainty_score":0.9998181},"labels":[],"label_agreement":null},{"id":"W1463237064","doi":"10.15453/0191-5096.3329","title":"Globalization, Precarious Work, and the Food Bank","year":2008,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Globalization; Poverty; Welfare; Work (physics); Welfare reform; Investment (military); Economics; Political science; Labour economics; Economic growth; Development economics; Market economy","score_opus":0.04863004703413292,"score_gpt":0.3559580212725309,"score_spread":0.30732797423839797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1463237064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73895115,0.00458268,0.00004972999,0.2529019,0.0006661794,0.0003145177,0.000007203004,0.000021216767,0.002505454],"genre_scores_gemma":[0.9945502,0.0012022501,0.000008902297,0.002704851,0.0009570368,0.0000121061585,0.0000019309225,0.00001396876,0.00054874667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997029,0.0018396223,0.00053572765,0.000078092584,0.00019965178,0.0003179045],"domain_scores_gemma":[0.9980632,0.00080647646,0.0006182235,0.000101027006,0.00036929347,0.000041772088],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015274695,0.00013409514,0.0004058716,0.000026775697,0.0055173608,0.000003312483,0.00028005982,0.00022077095,0.00011090754],"category_scores_gemma":[0.0002659833,0.00006520647,0.00013004559,0.00012508838,0.0017128771,0.00006205876,0.00015660662,0.00076527975,0.000007671495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091454684,0.000043270953,0.3831696,0.00003254177,0.0007849538,0.000007107052,0.37403324,0.0000048866714,0.0000038331855,0.12272473,0.11755763,0.0007236614],"study_design_scores_gemma":[0.0040526837,0.00022374708,0.85078585,0.00003071613,0.0003084027,0.000030976942,0.030092066,7.245715e-7,9.551101e-7,0.023677565,0.09065058,0.00014570459],"about_ca_topic_score_codex":0.000039005463,"about_ca_topic_score_gemma":0.00005174078,"teacher_disagreement_score":0.4676163,"about_ca_system_score_codex":0.00007888481,"about_ca_system_score_gemma":0.00010616996,"threshold_uncertainty_score":0.9957773},"labels":[],"label_agreement":null},{"id":"W147118146","doi":"","title":"Déterminants des heures travaillées au Québec et comparaisons avec l'Ontario","year":2008,"lang":"fr","type":"preprint","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Forestry; Art","score_opus":0.04878188073498058,"score_gpt":0.3186661806647094,"score_spread":0.26988429992972884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W147118146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93777835,0.008408526,0.00011644067,0.0058909706,0.0023083035,0.001794824,0.0027501502,0.00016028281,0.04079215],"genre_scores_gemma":[0.75708663,0.0419465,0.00075796875,0.00021500765,0.00043447796,0.000007935449,0.0016130063,0.000094886374,0.1978436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928449,0.0015107637,0.0014725678,0.0020741248,0.0008110335,0.0012866292],"domain_scores_gemma":[0.9930066,0.0012116184,0.0019568738,0.0026011816,0.0005071907,0.0007165661],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00079207483,0.001140423,0.0020926138,0.00030758712,0.005143319,0.000074299496,0.0019518529,0.0009056976,0.00035928155],"category_scores_gemma":[0.00018478239,0.0012224282,0.00036274132,0.00017578209,0.0031306306,0.0010965011,0.0055908477,0.001741365,0.00007785047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093859277,0.000949096,0.70872444,0.0013774942,0.0023005465,0.0019635495,0.03370439,0.000052849075,0.000049130165,0.00063742924,0.23973402,0.009568464],"study_design_scores_gemma":[0.0022992964,0.00023136169,0.5000522,0.0017456873,0.0010671485,0.00014878546,0.004012638,0.000051357692,0.00001561575,0.00013498132,0.48944837,0.0007925772],"about_ca_topic_score_codex":0.96753216,"about_ca_topic_score_gemma":0.9904566,"teacher_disagreement_score":0.24971434,"about_ca_system_score_codex":0.0029890519,"about_ca_system_score_gemma":0.0038321372,"threshold_uncertainty_score":0.9995823},"labels":[],"label_agreement":null},{"id":"W1480131902","doi":"10.7202/029405ar","title":"Chômage chez les jeunes : Conséquences psychologiques et sociales","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.1572888835401002,"score_gpt":0.43045528774769254,"score_spread":0.2731664042075923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480131902","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24447909,0.034480054,0.0004084431,0.5324495,0.0015798031,0.0008396484,0.00022803339,0.00035987317,0.1851756],"genre_scores_gemma":[0.8023562,0.012701869,0.0025035474,0.001933384,0.0020563912,0.00011877845,0.00009261106,0.000053354233,0.17818391],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99546975,0.0020012902,0.00095418195,0.00049443176,0.00031264144,0.0007677101],"domain_scores_gemma":[0.99646604,0.0022730834,0.00045950062,0.00035215402,0.00028509935,0.00016414397],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015661515,0.00041161125,0.00048397377,0.00022187877,0.002779491,0.00005844428,0.00031637406,0.0016838742,0.0063089184],"category_scores_gemma":[0.0008705298,0.00039394438,0.00018105445,0.00054166315,0.0016611606,0.000533883,0.0002277173,0.0025879955,0.0012609612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010986101,0.00023573099,0.38030732,0.000019319066,0.00016565407,0.0000050637395,0.010724354,0.0000546254,0.000017516983,0.17180637,0.3669301,0.06972299],"study_design_scores_gemma":[0.00067572604,0.00010491729,0.102802284,0.0006040914,0.00015595593,0.0000040562736,0.031035643,0.00005300555,0.00005074742,0.009199019,0.8548576,0.0004569532],"about_ca_topic_score_codex":0.0014490155,"about_ca_topic_score_gemma":0.0022981402,"teacher_disagreement_score":0.55787706,"about_ca_system_score_codex":0.0002988718,"about_ca_system_score_gemma":0.00095965964,"threshold_uncertainty_score":0.9998512},"labels":[],"label_agreement":null},{"id":"W1480203327","doi":"10.7202/045589ar","title":"A New Approach to Regulating Temporary Agency Work in Ontario or Back to the Future?","year":2011,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Repeal; Agency (philosophy); Immigration; Government (linguistics); Context (archaeology); Temporary work; Public administration; Political science; Work (physics); Law; Sociology; Engineering","score_opus":0.18035972978160744,"score_gpt":0.3470715958562542,"score_spread":0.16671186607464675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480203327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3845009,0.00026095673,0.0018669211,0.025032656,0.0010754579,0.0032499826,0.000006458284,0.00012125007,0.58388543],"genre_scores_gemma":[0.42014027,0.000015011235,0.016330803,0.0012103029,0.0010175557,0.00036296825,0.000026864655,0.000047054073,0.5608492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984096,0.00021590029,0.00052166835,0.00028981347,0.00017273189,0.00039023455],"domain_scores_gemma":[0.9990504,0.00022463374,0.00011196217,0.0004051056,0.000051933028,0.00015596634],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045516837,0.00016685663,0.00020130027,0.00016511006,0.00086959364,0.000009642835,0.00025224913,0.00027969418,0.003451184],"category_scores_gemma":[0.00014167638,0.0001079448,0.00004252879,0.0011450013,0.000017621414,0.00010729518,0.0002281322,0.0009625724,0.001446189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007773751,0.000036353995,0.56124055,0.0000019511333,0.000020059213,9.529316e-7,0.06936974,0.000050923314,3.448616e-7,0.0018865804,0.36162773,0.005687114],"study_design_scores_gemma":[0.00027445104,0.000030246265,0.5292849,0.00015581856,0.000012927977,3.7516955e-7,0.011338461,0.0000026789191,0.0000013821299,0.0002963535,0.45846245,0.00013994306],"about_ca_topic_score_codex":0.03148076,"about_ca_topic_score_gemma":0.0994614,"teacher_disagreement_score":0.09683473,"about_ca_system_score_codex":0.00022798103,"about_ca_system_score_gemma":0.0007496621,"threshold_uncertainty_score":0.9993313},"labels":[],"label_agreement":null},{"id":"W1481030966","doi":"10.3917/dbu.herma.2007.01.0253","title":"Travail, chômage et stigmatisation","year":2007,"lang":"fr","type":"book-chapter","venue":"De Boeck Supérieur eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09743924820294393,"score_gpt":0.38928618903858303,"score_spread":0.2918469408356391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481030966","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007013654,0.0018852819,0.0016352698,0.0028384498,0.0023933756,0.0021114529,0.00036495525,0.0003861594,0.9813714],"genre_scores_gemma":[0.044859663,0.0009039657,0.0009590914,0.006716742,0.0016730131,0.00012941123,0.00030735024,0.00034940543,0.94410133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943569,0.0007115488,0.0016765099,0.00091191905,0.0007971044,0.0015460368],"domain_scores_gemma":[0.99609494,0.0013245138,0.0008283129,0.000843014,0.0003878165,0.00052141637],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025948274,0.0010827675,0.0012060245,0.00041503267,0.0015430757,0.00006277291,0.00044919504,0.0018730918,0.004355376],"category_scores_gemma":[0.00023444704,0.0011276407,0.00044759296,0.000041575677,0.000731163,0.00015392162,0.00041423246,0.002860709,0.002935141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025228676,0.000088594476,0.008736268,0.0017311913,0.00057907647,0.00034400364,0.053808644,0.000003850148,0.00019561901,0.74687266,0.13495159,0.052436236],"study_design_scores_gemma":[0.0013995101,0.00029178083,0.023991592,0.002306059,0.0003884629,0.000022050042,0.0020054928,0.000026043745,0.000059100465,0.013390364,0.9549901,0.0011294443],"about_ca_topic_score_codex":0.0014237288,"about_ca_topic_score_gemma":0.0072496007,"teacher_disagreement_score":0.8200385,"about_ca_system_score_codex":0.0005393348,"about_ca_system_score_gemma":0.000598535,"threshold_uncertainty_score":0.99975675},"labels":[],"label_agreement":null},{"id":"W1481526051","doi":"","title":"Les taux de mises a pied permanentes ont-ils augmente au Canada?","year":2004,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.07220620272709818,"score_gpt":0.3980324599179693,"score_spread":0.3258262571908711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481526051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.726366,0.0014465845,0.000004497164,0.01672948,0.0018492708,0.0023422171,0.000431283,0.00006666545,0.250764],"genre_scores_gemma":[0.89654493,0.032192305,0.00025479868,0.0007044589,0.0011789281,0.0010634207,0.0002108331,0.0001742302,0.06767607],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905428,0.0017868696,0.0016300414,0.0014337838,0.00062217977,0.0039842683],"domain_scores_gemma":[0.9944572,0.0026585269,0.0004894276,0.0012254241,0.00031167467,0.00085775746],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003956171,0.00079519174,0.0012667533,0.00045945097,0.002205366,0.00008372025,0.0011888853,0.001040278,0.0012123095],"category_scores_gemma":[0.0014920726,0.00086129736,0.00031276478,0.0001869913,0.0008573262,0.0001341615,0.0023079223,0.0051487614,0.000051676874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00077961996,0.0010130119,0.74600476,0.005132799,0.001490436,0.00053123804,0.03540683,0.011581956,0.00014843227,0.01831055,0.008456779,0.17114358],"study_design_scores_gemma":[0.0029302114,0.00024990964,0.30035385,0.005154948,0.000085139836,0.000015571115,0.03909628,0.0006813586,0.00008300192,0.0018889772,0.6481445,0.0013162871],"about_ca_topic_score_codex":0.91978496,"about_ca_topic_score_gemma":0.985881,"teacher_disagreement_score":0.63968766,"about_ca_system_score_codex":0.027913565,"about_ca_system_score_gemma":0.02718019,"threshold_uncertainty_score":0.9997007},"labels":[],"label_agreement":null},{"id":"W1482083248","doi":"","title":"Understanding Regional Differences in Work Hours","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Incentive; Demographic economics; Work (physics); Popularity; Inequality; Labour economics; Working hours; Economics; Schedule; Wage; Unobservable; Political science; Econometrics","score_opus":0.3788999337045057,"score_gpt":0.46428378792655634,"score_spread":0.08538385422205064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482083248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76815945,0.00042864148,0.00001417606,0.0036030123,0.0011752631,0.0014508447,0.000021072618,0.00006716638,0.22508036],"genre_scores_gemma":[0.97596264,0.017849116,0.00010361082,0.00025359658,0.00053623004,0.00038968908,0.000041238967,0.00006118597,0.0048026745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954554,0.0008038746,0.0009937169,0.00085426704,0.00038860354,0.0015041593],"domain_scores_gemma":[0.99599135,0.0028762699,0.0002645363,0.0006018008,0.00008563357,0.00018040996],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041787513,0.00033669497,0.0007328645,0.001060202,0.0006021522,0.000037223235,0.00060755183,0.0007984775,0.00020540334],"category_scores_gemma":[0.00042397788,0.00033008726,0.00013387385,0.00029338975,0.00042407043,0.00006903575,0.0016006856,0.0046910294,0.000027692484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018780147,0.00007498939,0.9847757,0.00016998891,0.00006435413,0.000031613337,0.0032950437,0.00014659947,7.383666e-7,0.0021999872,0.0011081194,0.007945046],"study_design_scores_gemma":[0.0014423119,0.00008116645,0.9308385,0.004546213,0.000009723097,7.793276e-7,0.029072294,0.00015267752,0.000001161791,0.024506813,0.00861371,0.00073461275],"about_ca_topic_score_codex":0.00043806245,"about_ca_topic_score_gemma":0.0059927674,"teacher_disagreement_score":0.22027768,"about_ca_system_score_codex":0.003976993,"about_ca_system_score_gemma":0.0007696082,"threshold_uncertainty_score":0.9999151},"labels":[],"label_agreement":null},{"id":"W1482497299","doi":"10.1108/17542410810878068","title":"Gender differences in involuntary job loss and the reemployment experience","year":2008,"lang":"en","type":"article","venue":"Gender in Management An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Originality; Psychology; Personality; Sample (material); Job loss; Sign (mathematics); Value (mathematics); Social psychology; Applied psychology; Unemployment; Computer science","score_opus":0.15509828857665806,"score_gpt":0.4080414921698545,"score_spread":0.25294320359319644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482497299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823888,0.0003164069,0.00022660253,0.0034758453,0.0011071387,0.00038109804,0.0000022907977,0.00001774997,0.012084094],"genre_scores_gemma":[0.9906741,0.0053462423,0.00019908742,0.0017193581,0.00032554005,0.00012937174,0.0000039852293,0.000011304593,0.0015910234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977659,0.0004213236,0.0005813708,0.0002506486,0.00062458747,0.00035617885],"domain_scores_gemma":[0.9994131,0.00012177689,0.00015656497,0.00015321554,0.000088544875,0.000066844055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088003086,0.00015537812,0.00019761633,0.00030324818,0.0005705903,0.00003593093,0.000532863,0.000048303467,0.00036577313],"category_scores_gemma":[0.000026618425,0.000104513165,0.00004478585,0.00012272455,0.00022534988,0.0003844682,0.00041682072,0.0004907919,0.000018991934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018045564,0.00005840321,0.93595773,0.000015392194,0.000101332356,0.00023915875,0.04824559,0.000009583333,9.668902e-7,0.013246309,0.0012787739,0.0006662903],"study_design_scores_gemma":[0.0028365687,0.000017545477,0.9637582,0.00006524553,0.0000087767685,0.000028458458,0.017434621,0.000092922906,4.849655e-7,0.013782684,0.0018540967,0.00012041686],"about_ca_topic_score_codex":0.00037636736,"about_ca_topic_score_gemma":0.0003758229,"teacher_disagreement_score":0.030810967,"about_ca_system_score_codex":0.00018931367,"about_ca_system_score_gemma":0.00003293981,"threshold_uncertainty_score":0.4388577},"labels":[],"label_agreement":null},{"id":"W1483617243","doi":"10.1002/9781118900772.etrds0364","title":"Transformation of the Employment Relationship","year":2015,"lang":"en","type":"other","venue":"Emerging Trends in the Social and Behavioral Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Normative; Reciprocal; Quarter (Canadian coin); Industrial relations; Inequality; Work (physics); Sociology; Labour economics; Economics; Political science; Management; Law; Geography; Mathematics","score_opus":0.2520075942357395,"score_gpt":0.503747497090502,"score_spread":0.25173990285476255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483617243","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13173245,0.00079981657,0.0000011304569,0.020666348,0.0011151591,0.00045664044,0.00008334351,0.000058929178,0.8450862],"genre_scores_gemma":[0.74549323,0.00004193555,0.000013190755,0.000109302324,0.0003005055,0.00006485613,0.000016442526,0.00002684131,0.25393367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987004,0.0003552491,0.00024524395,0.00011867171,0.0003834457,0.00019702851],"domain_scores_gemma":[0.9996497,0.000043868273,0.00020149908,0.00007290494,0.000018248413,0.000013804459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009537816,0.000105495485,0.00016093878,0.00013723681,0.0011127057,0.0000069376733,0.00025938908,0.00012037167,0.00024725488],"category_scores_gemma":[0.000009883093,0.000051415955,0.000050333663,0.00060659775,0.00039692727,0.000047002835,0.000060706905,0.00026371592,0.000002877445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051407396,0.000069139496,0.2950277,0.000037291462,0.0000078329,2.615377e-7,0.116556965,3.8032724e-7,0.0000018940067,0.008645453,0.56671524,0.012932696],"study_design_scores_gemma":[0.0004945347,0.00010132678,0.42934462,0.00034835795,0.00012389955,2.8094854e-7,0.04328815,0.0000019802064,8.292962e-7,0.00288292,0.52318674,0.00022634945],"about_ca_topic_score_codex":0.0032352465,"about_ca_topic_score_gemma":0.009107062,"teacher_disagreement_score":0.6137608,"about_ca_system_score_codex":0.000027058706,"about_ca_system_score_gemma":0.000047751306,"threshold_uncertainty_score":0.8558145},"labels":[],"label_agreement":null},{"id":"W1483872748","doi":"","title":"Les pertes de gains des travailleurs deplaces: donnees canadiennes extraites d'une importante base de donnees sur les fermetures d'entreprises et les licenciements collectifs","year":2007,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.12284758543518087,"score_gpt":0.4013730832893168,"score_spread":0.27852549785413594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483872748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427167,0.012206801,0.000023726188,0.0050514853,0.0006165692,0.0025436748,0.00067511556,0.00020517677,0.035960715],"genre_scores_gemma":[0.78804827,0.18245001,0.001991748,0.00043591156,0.00058030384,0.000964842,0.00019037945,0.00029178392,0.025046766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9857389,0.0040773456,0.0025164594,0.0022078343,0.00071832654,0.004741157],"domain_scores_gemma":[0.98449975,0.011202878,0.0008959182,0.0013066091,0.00089143746,0.0012033957],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01059495,0.0014272425,0.0018188591,0.0015813936,0.0044347458,0.00032747054,0.0015817317,0.0019318723,0.0013473671],"category_scores_gemma":[0.007064338,0.0014340921,0.0006394528,0.0007204722,0.0025505014,0.00039035123,0.001589011,0.0052114637,0.000015611151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060805405,0.0007787167,0.8366276,0.0020023314,0.0009369858,0.00036665768,0.04114928,0.0016270812,0.00063131226,0.0029699714,0.0019508143,0.11035116],"study_design_scores_gemma":[0.0026055244,0.00052113767,0.7565046,0.0048547154,0.0002090458,0.000076204014,0.17560726,0.0012613732,0.0005744562,0.003276849,0.052582074,0.001926731],"about_ca_topic_score_codex":0.2537438,"about_ca_topic_score_gemma":0.8323696,"teacher_disagreement_score":0.5786258,"about_ca_system_score_codex":0.005506986,"about_ca_system_score_gemma":0.0033586535,"threshold_uncertainty_score":0.99984777},"labels":[],"label_agreement":null},{"id":"W1484608533","doi":"10.2139/ssrn.1937865","title":"Workers Laid-Off During the Last Three Recessions: Who Were They, and How Did They Fare?","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Statistics Canada","funders":"","keywords":"Recession; Business; Economics; Keynesian economics","score_opus":0.03422602891007116,"score_gpt":0.31928837777928704,"score_spread":0.2850623488692159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484608533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96020234,0.011473433,0.000112142865,0.017135542,0.00057236955,0.00051406067,0.000006310247,0.000092430535,0.00989138],"genre_scores_gemma":[0.9631286,0.026339676,0.000017341481,0.00020750922,0.00062167074,0.00005583803,0.0000014717302,0.000047925005,0.009579931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960523,0.00046462935,0.00034119256,0.0002688616,0.00030465252,0.0025683367],"domain_scores_gemma":[0.9988354,0.0002912875,0.0003388842,0.0003032637,0.00010569418,0.00012548734],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020683366,0.00027223,0.0003169959,0.00009454323,0.0038267632,0.0000400618,0.0004248548,0.00015756216,0.00013083986],"category_scores_gemma":[0.00015941956,0.00015170855,0.00011686393,0.000112303416,0.000104926236,0.0002714226,0.0002825239,0.0036514173,0.000041421976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017837738,0.000039399125,0.95234996,0.00003609921,0.00036827897,0.0000054879083,0.008980925,6.669497e-7,0.000043103006,0.02320961,0.0017903819,0.012997709],"study_design_scores_gemma":[0.0021283757,0.00036698586,0.6579631,0.00080396247,0.00014621843,0.00010871114,0.08678275,0.000006596537,0.000014178588,0.22979383,0.021400131,0.00048514688],"about_ca_topic_score_codex":0.00036748548,"about_ca_topic_score_gemma":0.05311461,"teacher_disagreement_score":0.29438683,"about_ca_system_score_codex":0.00041555986,"about_ca_system_score_gemma":0.0006061894,"threshold_uncertainty_score":0.9986472},"labels":[],"label_agreement":null},{"id":"W1485185374","doi":"","title":"Falling through the Cracks: Seasonal Foreign Farm Workers’ Health and Compensation across Borders","year":2007,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Falling (accident); Compensation (psychology); Workers' compensation; Environmental health; Medicine; Psychology","score_opus":0.08551168751229637,"score_gpt":0.456939008260191,"score_spread":0.37142732074789464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485185374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8160185,0.0024737671,0.023714464,0.054937705,0.00063354673,0.0017361003,0.000015990281,0.000281986,0.10018792],"genre_scores_gemma":[0.9814979,0.00035199226,0.0008856201,0.013621934,0.00027066492,0.000030255413,0.000020915897,0.000018566885,0.0033021828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983465,0.0001505179,0.00038822345,0.00021038199,0.00022390613,0.0006804626],"domain_scores_gemma":[0.9987447,0.00074729265,0.00015999976,0.00015060173,0.00010097764,0.00009640191],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001325552,0.00013860723,0.00019354477,0.000015260965,0.0030719938,0.00001780016,0.0000956076,0.000081950144,0.00008943937],"category_scores_gemma":[0.00006864648,0.00008583591,0.00003894231,0.00014948832,0.00012949856,0.00010114151,0.00013027633,0.0003498959,0.000031496988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009116289,0.000025715653,0.8701014,0.00009546435,0.00005447201,0.0000010948567,0.059376508,0.000007009107,0.0000026326009,0.04131595,0.0155214695,0.013407141],"study_design_scores_gemma":[0.0012775115,0.00012491488,0.45117572,0.00019896044,0.000011307252,0.0000012401006,0.38926888,0.00012201363,0.0000047124936,0.008569889,0.14902265,0.00022217758],"about_ca_topic_score_codex":0.00230094,"about_ca_topic_score_gemma":0.00981051,"teacher_disagreement_score":0.41892564,"about_ca_system_score_codex":0.00008801248,"about_ca_system_score_gemma":0.00010670039,"threshold_uncertainty_score":0.99822587},"labels":[],"label_agreement":null},{"id":"W1485850867","doi":"10.1111/j.1468-2397.2008.00630.x","title":"Tipping points: what participants found valuable in labour market training programmes for vulnerable groups","year":2009,"lang":"en","type":"article","venue":"International Journal of Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Calgary","funders":"","keywords":"Welfare; Human capital; Social capital; Psychology; Public relations; Political science; Sociology; Economic growth; Economics; Social science; Law","score_opus":0.10340086424424005,"score_gpt":0.44985280454508436,"score_spread":0.3464519403008443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485850867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7881167,0.00055928563,0.0003355646,0.2018126,0.0039785337,0.0007220642,0.000054097934,0.00004442563,0.0043767453],"genre_scores_gemma":[0.99426395,0.00012623267,0.0007426512,0.0021543086,0.0015203439,0.000054651613,0.000013863823,0.000019061923,0.0011049238],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99758166,0.0002871177,0.000886962,0.00015634687,0.00052153366,0.00056637573],"domain_scores_gemma":[0.99807554,0.0003250775,0.00058749574,0.000054983357,0.00087225006,0.00008467466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022104469,0.00015666518,0.00038663857,0.00020933984,0.00080796,0.00009799352,0.00032920163,0.00012810768,0.00061409356],"category_scores_gemma":[0.00058643025,0.00013968456,0.00017362977,0.00014502642,0.00003794044,0.0008709408,0.000052767115,0.00052344985,0.000004586224],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043967096,0.0014079671,0.18424675,0.0003617642,0.001874483,0.0002730968,0.19104993,0.00006337964,0.00031258096,0.25782934,0.07281517,0.28536883],"study_design_scores_gemma":[0.008774492,0.00057247677,0.42685264,0.0015067415,0.00009857169,0.000015483254,0.1478161,0.00014905338,0.000018869256,0.087093726,0.32661957,0.00048224998],"about_ca_topic_score_codex":0.000048593847,"about_ca_topic_score_gemma":0.00019612804,"teacher_disagreement_score":0.28488657,"about_ca_system_score_codex":0.00034557187,"about_ca_system_score_gemma":0.00014739358,"threshold_uncertainty_score":0.6723894},"labels":[],"label_agreement":null},{"id":"W1486381155","doi":"10.4000/rsa.723","title":"Intensité du travail salarié et abandon des études universitaires au Canada","year":2011,"lang":"fr","type":"article","venue":"Recherches sociologiques et anthropologiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.24358475394990275,"score_gpt":0.41856556991529786,"score_spread":0.1749808159653951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486381155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76506275,0.028490238,0.0009203352,0.07266054,0.0024811076,0.0011187561,0.00021003411,0.0009785403,0.12807772],"genre_scores_gemma":[0.83280975,0.14689526,0.007308744,0.005321516,0.00053625053,0.000071249444,0.00007642077,0.00010094256,0.0068799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.977498,0.018442137,0.0010082845,0.0009344302,0.0003161835,0.0018009397],"domain_scores_gemma":[0.991297,0.006243975,0.0006071918,0.00055080274,0.0009520838,0.00034895528],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0075246696,0.0009451921,0.0013309213,0.00015429605,0.001826737,0.000030945,0.00073468994,0.002752427,0.0012874794],"category_scores_gemma":[0.0047937254,0.0008198466,0.0003654204,0.00031747323,0.007584525,0.0006479161,0.0007743953,0.0038615738,0.000057417943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00032612323,0.00047251373,0.59922653,0.0006199239,0.00077236595,0.00024701486,0.1266466,7.085754e-7,0.000060777693,0.18282974,0.07689823,0.011899466],"study_design_scores_gemma":[0.00085905433,0.0022468504,0.6390995,0.0013652745,0.00035404594,0.00002862712,0.2849717,0.000009337149,0.0015906414,0.038967904,0.029202627,0.0013044223],"about_ca_topic_score_codex":0.96665394,"about_ca_topic_score_gemma":0.971578,"teacher_disagreement_score":0.15832512,"about_ca_system_score_codex":0.005814139,"about_ca_system_score_gemma":0.007723314,"threshold_uncertainty_score":0.9996255},"labels":[],"label_agreement":null},{"id":"W1487228232","doi":"","title":"Lost in Transition: The Regulation of Unpaid Labour during the School-to-Labour Market Transition in Ontario","year":2015,"lang":"en","type":"article","venue":"E-Journal of international and comparative labour studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statutory law; Statute; Transition (genetics); Market regulation; Labour law; Labour economics; Compensation (psychology); Section (typography); Business; Economics; Law; Political science; Market economy; Psychology","score_opus":0.09602958242504349,"score_gpt":0.38535328989925793,"score_spread":0.28932370747421443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487228232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666173,0.0015124069,0.000047753976,0.028685931,0.0005223979,0.0003289051,0.000024659485,0.0000040165874,0.002256663],"genre_scores_gemma":[0.99230415,0.00033376817,0.00007327146,0.00062497903,0.00025757172,0.000027648719,0.0000017497508,0.000005365836,0.006371518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795514,0.00051110476,0.0007899358,0.00013006071,0.00042736833,0.00018640267],"domain_scores_gemma":[0.99806935,0.00037884415,0.0003745756,0.00007943914,0.001039988,0.000057794325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014658541,0.00015377697,0.0004080312,0.00020059907,0.00026047003,0.00001456623,0.00019325544,0.00004326987,0.0002896211],"category_scores_gemma":[0.00014049237,0.00008836412,0.000058659654,0.00026136613,0.00011913253,0.00025990634,0.00007382871,0.0005214278,0.000010307377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002674895,0.00019864578,0.6938978,0.000110950496,0.000590188,0.000016932623,0.28051913,0.0012863685,0.0004124336,0.014898735,0.0053116344,0.00008231468],"study_design_scores_gemma":[0.0018388282,0.0001315835,0.91994447,0.0005203628,0.000015780803,0.000008076973,0.06623821,0.000020621012,0.000065035325,0.0041493326,0.006982256,0.0000854609],"about_ca_topic_score_codex":0.003020889,"about_ca_topic_score_gemma":0.06912152,"teacher_disagreement_score":0.22604668,"about_ca_system_score_codex":0.0003577277,"about_ca_system_score_gemma":0.00016002575,"threshold_uncertainty_score":0.9478646},"labels":[],"label_agreement":null},{"id":"W1488366199","doi":"10.26686/lew.v0i0.1723","title":"The Quality of Temporary Jobs: Insights from the Survey of Working Life","year":2010,"lang":"en","type":"article","venue":"Labour Employment and Work in New Zealand","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Casual; Temporary work; Quarter (Canadian coin); Agency (philosophy); Work (physics); Demographic economics; Quality (philosophy); Business; Labour economics; Economics; Political science; Geography; Engineering; Sociology","score_opus":0.10054454120600895,"score_gpt":0.3779564577916169,"score_spread":0.27741191658560793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488366199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884525,0.0027354874,0.0000018306793,0.0070075616,0.00076437934,0.0005078444,0.00002969688,0.000021271355,0.0004794616],"genre_scores_gemma":[0.99411696,0.00081519294,0.000026397554,0.00041177945,0.00030051422,0.000025061187,0.000023552957,0.00001821892,0.004262299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972947,0.00092967326,0.0009157303,0.00022856693,0.00030558385,0.0003256983],"domain_scores_gemma":[0.99353224,0.0053470414,0.00048454164,0.00042922763,0.000104713276,0.00010223576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017574811,0.0001793976,0.00043203964,0.00004000167,0.0005636609,0.0000175551,0.0003057777,0.00015406111,0.00005760286],"category_scores_gemma":[0.0005571958,0.00009414894,0.000048865277,0.00040482776,0.00019633246,0.000056718727,0.0002484456,0.0006297862,0.0000046041737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030077464,0.000040875886,0.9755046,0.000014197412,0.00006629877,4.747581e-7,0.004699537,3.4597352e-7,0.00006748414,0.0026039586,0.015490199,0.0012112559],"study_design_scores_gemma":[0.0010348373,0.000028990391,0.95279646,0.00020800668,0.000009312052,2.716344e-8,0.000609315,4.152216e-7,0.00001850255,0.003527304,0.041663036,0.000103813174],"about_ca_topic_score_codex":0.054933067,"about_ca_topic_score_gemma":0.14251345,"teacher_disagreement_score":0.08758038,"about_ca_system_score_codex":0.000011730265,"about_ca_system_score_gemma":0.00020020342,"threshold_uncertainty_score":0.9513602},"labels":[],"label_agreement":null},{"id":"W1488799094","doi":"10.34051/p/2020.67","title":"Paid sick time helps workers balance work and family","year":2009,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sick leave; Quarter (Canadian coin); Balance (ability); Productivity; Turnover; Labour economics; Demographic economics; Business; Work (physics); Medicine; Economics; Economic growth; Management; Engineering; Geography","score_opus":0.06837611594774415,"score_gpt":0.39687813658486304,"score_spread":0.32850202063711886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488799094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071955477,0.010219122,0.00001727469,0.006467317,0.0018477339,0.0011313701,0.000028375569,0.00045007543,0.9726432],"genre_scores_gemma":[0.009720206,0.010692632,0.00022674083,0.0022145233,0.00218015,0.00015101847,0.00014190597,0.00008700552,0.97458583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970485,0.00022239241,0.00074028905,0.00056536915,0.00064709614,0.0007763702],"domain_scores_gemma":[0.99811834,0.0005487615,0.00039034558,0.00044216367,0.00033062315,0.00016978534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009920418,0.0004597652,0.00091684243,0.00011664215,0.0007763692,0.000015800932,0.00018004476,0.0006671839,0.0010986602],"category_scores_gemma":[0.00022622547,0.0003474568,0.00012786216,0.0002424842,0.000092107606,0.00006170863,0.0002472372,0.0010784048,0.0010256248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023258986,0.000016958533,0.19545598,0.00017036885,0.000098828525,0.0000126130135,0.00021082659,8.570832e-8,0.0000012221057,0.000049708036,0.79643434,0.0075258077],"study_design_scores_gemma":[0.000274847,0.000051271698,0.22744699,0.0012316438,0.00007178791,7.5885004e-7,0.0004771003,4.331423e-7,2.101759e-7,0.00018733431,0.7699068,0.00035083902],"about_ca_topic_score_codex":0.00050798623,"about_ca_topic_score_gemma":0.00009256252,"teacher_disagreement_score":0.031990994,"about_ca_system_score_codex":0.0002426293,"about_ca_system_score_gemma":0.00066032994,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W1489442364","doi":"","title":"Nouvelles pratiques de travail et taux de demissions : problemes methodologiques et donnees empiriques pour le Canada","year":2003,"lang":"fr","type":"article","venue":"Direction des etudes analytiques : documents de recherche","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.273954242493205,"score_gpt":0.510420856477243,"score_spread":0.236466613984038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489442364","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.531997,0.07324696,0.09369459,0.1263604,0.0011813472,0.0033767952,0.00021478959,0.0016817286,0.16824636],"genre_scores_gemma":[0.2844847,0.21037845,0.34960693,0.010864435,0.00040152445,0.0010098858,0.000087664775,0.00030193804,0.14286445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9414575,0.05377609,0.0014083948,0.00094935676,0.00049770094,0.0019109681],"domain_scores_gemma":[0.9886902,0.008379167,0.000764853,0.0005578197,0.0008774409,0.00073054095],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.026554747,0.0009496789,0.0011427284,0.00032442276,0.0014844663,0.00025879114,0.00051731174,0.0019124564,0.0010947799],"category_scores_gemma":[0.013184073,0.0009017744,0.0003972258,0.0008084145,0.0003867565,0.0008771104,0.00023113989,0.003630393,0.000013159047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00032837773,0.0019670816,0.31218082,0.0028848506,0.0038725107,0.0001337756,0.16208026,0.0006805691,0.006377905,0.09498793,0.36434385,0.050162066],"study_design_scores_gemma":[0.0017121197,0.00065521884,0.058933496,0.0046715885,0.0010020687,0.00012350372,0.113296136,0.000679634,0.049963936,0.15003917,0.6166302,0.0022929257],"about_ca_topic_score_codex":0.76190627,"about_ca_topic_score_gemma":0.9003871,"teacher_disagreement_score":0.25591233,"about_ca_system_score_codex":0.0077923574,"about_ca_system_score_gemma":0.023348156,"threshold_uncertainty_score":0.9998183},"labels":[],"label_agreement":null},{"id":"W1489780080","doi":"10.1300/j022v17n04_03","title":"Seeking the Lost Spirit","year":2002,"lang":"en","type":"article","venue":"Employee Assistance Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Spirituality; Dysfunctional family; Context (archaeology); Interpersonal communication; Productivity; Psychology; Public relations; Employee assistance; Work (physics); Interpersonal relationship; Sociology; Social psychology; Psychotherapist; Political science; Medicine; Economic growth; History; Engineering","score_opus":0.05686229145965241,"score_gpt":0.352824641891866,"score_spread":0.29596235043221364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489780080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65678847,0.003220796,0.0010693019,0.07459667,0.0028867691,0.0014190116,0.00004456697,0.00062904524,0.25934535],"genre_scores_gemma":[0.94467634,0.000048092217,0.00008161621,0.002902661,0.0008868399,0.00016733784,0.0000037329355,0.000047251448,0.051186148],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975513,0.00034610473,0.0005627159,0.00036807416,0.00038675862,0.0007850276],"domain_scores_gemma":[0.99844563,0.00048012316,0.00021384071,0.00062606053,0.00013799143,0.00009634842],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004359775,0.00025416358,0.00030594892,0.000058222176,0.001876091,0.000036358906,0.0003842282,0.00012349218,0.0027239874],"category_scores_gemma":[0.000047293994,0.00017042378,0.00012903081,0.00030075232,0.00015420691,0.00021197123,0.000040041414,0.0005986513,0.005074554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002422616,0.0000624399,0.5295352,0.000070934715,0.00008455452,0.000019405968,0.023584945,2.9147193e-7,0.00012532773,0.0051596207,0.43030274,0.011030345],"study_design_scores_gemma":[0.0008352536,0.00031871532,0.40011972,0.00022152525,0.000046296464,0.0000018916307,0.008512685,0.000034808363,0.000004835587,0.0021836285,0.58734715,0.00037349705],"about_ca_topic_score_codex":0.00011670887,"about_ca_topic_score_gemma":0.0011172728,"teacher_disagreement_score":0.2878878,"about_ca_system_score_codex":0.000116505005,"about_ca_system_score_gemma":0.000023594226,"threshold_uncertainty_score":0.9994233},"labels":[],"label_agreement":null},{"id":"W1491379066","doi":"10.7202/1009088ar","title":"La location de personnel temporaire au Québec : un état de situation","year":2012,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05910357412338463,"score_gpt":0.3481057624410091,"score_spread":0.2890021883176245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491379066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.813092,0.01782815,0.006931413,0.13399842,0.0011075727,0.0007015967,0.00003696321,0.00015525344,0.026148656],"genre_scores_gemma":[0.95080066,0.00053791463,0.0006945879,0.00028533072,0.0014875638,0.00011280633,0.00007540463,0.00004657418,0.045959182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967867,0.0013815989,0.00052385114,0.00021982376,0.00022534851,0.0008626687],"domain_scores_gemma":[0.99736655,0.0015627319,0.0002982584,0.0002682374,0.00021159156,0.00029264242],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017471424,0.00025438445,0.00022835404,0.00016170573,0.002581984,0.000021334878,0.00012889007,0.001204025,0.00081102527],"category_scores_gemma":[0.0013940702,0.00027034193,0.0000876939,0.0006068717,0.0002580673,0.0005041083,0.00009209829,0.001377296,0.00078796584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012873985,0.0002321171,0.74120504,0.000039513932,0.000109803295,0.0000018532961,0.14206016,0.00022480132,0.000010950568,0.015850829,0.03596326,0.0642888],"study_design_scores_gemma":[0.0007637658,0.000054805256,0.48029387,0.00070421066,0.00034504748,0.000014823971,0.12409858,0.0006476967,0.000053851654,0.00089837017,0.39174578,0.00037923193],"about_ca_topic_score_codex":0.05340864,"about_ca_topic_score_gemma":0.013471061,"teacher_disagreement_score":0.3557825,"about_ca_system_score_codex":0.0023610413,"about_ca_system_score_gemma":0.004221796,"threshold_uncertainty_score":0.99999005},"labels":[],"label_agreement":null},{"id":"W1492245328","doi":"","title":"The Effects of Social Assistance and Employment Insurance on Low Tenured Job Stability: Evidence from Canada","year":2012,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social insurance; Business; Labour economics; Demographic economics; Actuarial science; Economics","score_opus":0.08416710863288168,"score_gpt":0.37945331325762066,"score_spread":0.295286204624739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492245328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98901993,0.000629354,0.000005973665,0.0071283476,0.00022888099,0.00055935245,0.00007440811,0.000010853169,0.0023429007],"genre_scores_gemma":[0.99740696,0.00042173333,0.000022367245,0.000035415887,0.00007239085,0.000004098797,0.0000022982329,0.0000069580315,0.0020277782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972935,0.0010269862,0.00015446731,0.00018893633,0.0008059359,0.00053020375],"domain_scores_gemma":[0.99421996,0.004923828,0.00013326289,0.00025603728,0.0003448941,0.000122035155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013682276,0.00009264272,0.00023703104,0.0000534636,0.0021007652,0.0000039563,0.00031265026,0.000073455725,0.00005642152],"category_scores_gemma":[0.0008737837,0.00007739665,0.00003838026,0.00022908514,0.0005011629,0.00015638053,0.00029035014,0.00045212128,0.0000059928648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006552916,0.00004891681,0.9700583,0.0003181702,0.0000630931,0.0000035525704,0.006814179,5.3475343e-8,0.00082381157,0.0019562447,0.018023498,0.0018246262],"study_design_scores_gemma":[0.00046450045,0.00010441901,0.9760318,0.00032586657,0.000010275056,2.1102936e-8,0.0071092267,0.000001661218,0.00031877743,0.00009699806,0.015469945,0.00006653509],"about_ca_topic_score_codex":0.19061723,"about_ca_topic_score_gemma":0.60882014,"teacher_disagreement_score":0.41820294,"about_ca_system_score_codex":0.00033335463,"about_ca_system_score_gemma":0.00036671755,"threshold_uncertainty_score":0.9991984},"labels":[],"label_agreement":null},{"id":"W1493459958","doi":"10.7202/1077426ar","title":"Déqualification des femmes migrantes en Suisse : mécanismes sous-jacents et effets psychologiques","year":2014,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","score_opus":0.24596129930658728,"score_gpt":0.48380920600667854,"score_spread":0.23784790670009126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493459958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47961172,0.060338896,0.05791881,0.3290457,0.0052519804,0.0018611271,0.0002700319,0.0006173004,0.065084405],"genre_scores_gemma":[0.74674934,0.090114415,0.0360054,0.0064256643,0.002138198,0.0004301467,0.0002548105,0.00017560506,0.117706425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9801845,0.01694187,0.0010039085,0.00074672495,0.00033758022,0.00078542763],"domain_scores_gemma":[0.9707823,0.027301442,0.0005459966,0.00047305904,0.0006525874,0.0002446122],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0095240995,0.00056126283,0.000597074,0.00020663725,0.0004491654,0.00014886491,0.00087175425,0.001423224,0.00047255663],"category_scores_gemma":[0.019443724,0.0005254233,0.0003202179,0.000282005,0.00051691063,0.00042239198,0.00035044615,0.0028064789,0.00064446486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006265352,0.002274229,0.09173821,0.004108487,0.0017994893,0.000066779015,0.2754922,0.0002165513,0.012966248,0.14055657,0.18269491,0.2874598],"study_design_scores_gemma":[0.0025129698,0.0006773022,0.0561719,0.009659922,0.00055035227,0.00018999666,0.024315171,0.0030322939,0.0023198053,0.10127622,0.7980964,0.0011976768],"about_ca_topic_score_codex":0.0036280968,"about_ca_topic_score_gemma":0.0025617082,"teacher_disagreement_score":0.6154015,"about_ca_system_score_codex":0.0012731133,"about_ca_system_score_gemma":0.00014452708,"threshold_uncertainty_score":0.99987316},"labels":[],"label_agreement":null},{"id":"W1494121295","doi":"","title":"Is the Unemployment Insurance System a Safety Net for Welfare Recipients Who Exit Welfare for Work","year":2001,"lang":"en","type":"article","venue":"Mathematica Policy Research Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Welfare; Safety net; Quarter (Canadian coin); Work (physics); Labour economics; Welfare system; Demographic economics; Welfare reform; Economics; Business; Economic growth; Medicine; Environmental health; Engineering","score_opus":0.1900820597699474,"score_gpt":0.49383073525047827,"score_spread":0.30374867548053086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494121295","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17456295,0.0009215408,0.001557644,0.6320975,0.0015662108,0.03471208,0.0007133753,0.0007900777,0.15307863],"genre_scores_gemma":[0.94144017,0.00028070903,0.00053949154,0.0008078001,0.0014419336,0.014228039,0.000048451828,0.0001626773,0.04105073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929026,0.00068934495,0.0018036911,0.00079551945,0.0016754878,0.002133359],"domain_scores_gemma":[0.993415,0.0022394173,0.00064532046,0.0016409849,0.0017261936,0.00033310396],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008562514,0.00041501274,0.00084400293,0.00051126425,0.006670447,0.000083814164,0.00057769445,0.00027098108,0.00024598773],"category_scores_gemma":[0.0043168897,0.0002688393,0.00034541558,0.001706984,0.00027936025,0.00014168528,0.0005753439,0.0006771777,0.00008339239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010713084,0.0003868241,0.10204801,0.005962621,0.0005564441,0.00010707588,0.016869247,0.000005191384,0.000009728315,0.17552339,0.69203097,0.0054292106],"study_design_scores_gemma":[0.0011128124,0.00024047882,0.04329021,0.0022389907,0.00004511329,0.00004248895,0.006261658,0.000058779206,0.000018432584,0.016332021,0.93000937,0.0003496251],"about_ca_topic_score_codex":0.00066084764,"about_ca_topic_score_gemma":0.00013524752,"teacher_disagreement_score":0.76687723,"about_ca_system_score_codex":0.0008664996,"about_ca_system_score_gemma":0.00032163895,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W1496149011","doi":"10.7202/030031ar","title":"Stress et prévention de la récurrence de la maladie coronarienne","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Humanities; Medicine; Philosophy","score_opus":0.01886344475897262,"score_gpt":0.3666772254443874,"score_spread":0.3478137806854148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496149011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91294706,0.01234278,0.00055505213,0.008698003,0.0011896136,0.00058873044,0.0003096611,0.0001254019,0.06324371],"genre_scores_gemma":[0.9562827,0.0016076296,0.00028435508,0.0005175776,0.0006364965,0.00015383199,0.0001178605,0.000048517108,0.040351063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995386,0.0024669364,0.00051201263,0.00037456068,0.00025829504,0.0010022153],"domain_scores_gemma":[0.99777997,0.0014774894,0.00025880782,0.0002613741,0.00005321446,0.00016916794],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016388727,0.00031449588,0.00031706656,0.00007860319,0.0010727759,0.00004231584,0.00021977349,0.00036945782,0.0019167277],"category_scores_gemma":[0.00013489652,0.00032664885,0.00014289215,0.00013355822,0.0008012705,0.00022762748,0.00024343883,0.0007331645,0.00021797739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074404066,0.00094600365,0.88956463,0.00072710094,0.000087517394,0.000082300256,0.018919604,0.000026740012,0.00043493937,0.027824422,0.037567694,0.023744643],"study_design_scores_gemma":[0.0012810499,0.00013644075,0.79046685,0.0012086317,0.00013888169,0.000022111904,0.0067817024,0.00006121922,0.0004167721,0.0034082946,0.19575417,0.00032389344],"about_ca_topic_score_codex":0.349824,"about_ca_topic_score_gemma":0.37323356,"teacher_disagreement_score":0.15818647,"about_ca_system_score_codex":0.0021234998,"about_ca_system_score_gemma":0.0017107353,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W1496152740","doi":"10.2139/ssrn.1859994","title":"What Do We Know About the Relationship Between Regionalized Aspects of the Unemployment Insurance System and Internal Migration in Canada?","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Internal migration; Unemployment; Actuarial science; Demographic economics; Business; Economics; Economic growth","score_opus":0.05240326625688473,"score_gpt":0.325275792517088,"score_spread":0.27287252626020325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496152740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552784,0.03146341,0.000049541548,0.011614982,0.00058826973,0.00041841774,0.0000038425087,0.0000075857242,0.0005755307],"genre_scores_gemma":[0.98056424,0.01831547,0.0000029481846,0.00006963749,0.00015739119,0.000029435047,9.348331e-7,0.000012839266,0.0008471102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997397,0.00071138784,0.0005831621,0.00013318853,0.0003194073,0.0008558772],"domain_scores_gemma":[0.9987377,0.00044778743,0.0004871945,0.00017781406,0.000106810774,0.00004267793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015953297,0.0001296885,0.0002218216,0.000060555627,0.00068840326,0.000012728082,0.00026269394,0.00006067979,0.000008081187],"category_scores_gemma":[0.00011054032,0.00007177398,0.000054478278,0.00019119399,0.00006604445,0.00018185053,0.00007790593,0.0016296313,0.0000020982668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034744404,0.00000705618,0.87069976,0.000035671277,0.00006032604,6.78881e-7,0.003109539,9.075737e-7,0.0000020794037,0.124157235,0.00017090203,0.0017210724],"study_design_scores_gemma":[0.0006497275,0.0000492851,0.9170854,0.0019453852,0.000029299006,0.000014541598,0.02523811,0.0000048905563,0.00000778543,0.053752437,0.0011475483,0.000075593445],"about_ca_topic_score_codex":0.31062824,"about_ca_topic_score_gemma":0.9441154,"teacher_disagreement_score":0.63348716,"about_ca_system_score_codex":0.0019050771,"about_ca_system_score_gemma":0.0035008136,"threshold_uncertainty_score":0.70800275},"labels":[],"label_agreement":null},{"id":"W1496447618","doi":"","title":"Wearing Out - The Decline of Health 1","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Surprise; Work (physics); Gerontology; Multiple Chronic Conditions; Healthy aging; Chronic disease; Psychology; Medicine; Social psychology; Engineering; Family medicine","score_opus":0.13951150226282588,"score_gpt":0.47222796185860677,"score_spread":0.3327164595957809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496447618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5024362,0.0021378258,0.000012020846,0.040141176,0.0022555746,0.0039640544,0.00014708612,0.0000955294,0.4488105],"genre_scores_gemma":[0.9395158,0.025818048,0.00032830943,0.0010647565,0.001034484,0.0008906403,0.00013123185,0.000118482836,0.031098232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99506015,0.0014562085,0.001513669,0.0005754221,0.0003196126,0.0010749258],"domain_scores_gemma":[0.9962906,0.0017950854,0.0006199067,0.0010254993,0.0001800092,0.000088903274],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007535996,0.00025174383,0.00080965203,0.00029400646,0.00090707734,0.000018476549,0.0007722207,0.0003654914,0.00011252544],"category_scores_gemma":[0.0005265852,0.00019549558,0.00016776324,0.00009282216,0.00035546962,0.00003619955,0.0037119465,0.0031873235,0.000027616034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116396244,0.0002259183,0.66859233,0.0019393092,0.00022646006,0.000005469819,0.007978289,0.0015318376,0.0000120403965,0.0019464507,0.011086625,0.30633885],"study_design_scores_gemma":[0.0017841375,0.00021874064,0.5080556,0.002903813,0.000020547386,6.624157e-7,0.0086406935,0.0011870271,0.000018201363,0.014684466,0.46182767,0.0006584022],"about_ca_topic_score_codex":0.004468601,"about_ca_topic_score_gemma":0.012648667,"teacher_disagreement_score":0.45074105,"about_ca_system_score_codex":0.00092684594,"about_ca_system_score_gemma":0.0013197118,"threshold_uncertainty_score":0.99911237},"labels":[],"label_agreement":null},{"id":"W1497239067","doi":"10.1108/pr-07-2012-0109","title":"Static and dynamic views of conflict and cooperation in the employment relationship","year":2014,"lang":"en","type":"article","venue":"Personnel Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Conceptualization; Originality; Cognitive reframing; Sociology; Value (mathematics); Positive economics; Perspective (graphical); Conflict theories; Epistemology; Social psychology; Economics; Social science; Psychology; Computer science; Conflict resolution; Qualitative research","score_opus":0.1304616439281553,"score_gpt":0.44415372228964267,"score_spread":0.3136920783614874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497239067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64019895,0.3046577,0.00033042333,0.04650336,0.00012808459,0.003541639,0.0000128593265,0.00002794013,0.004599026],"genre_scores_gemma":[0.84901464,0.14555316,0.00007837794,0.0045603546,0.00002096978,0.00023494932,0.000012760549,0.00000828952,0.00051650655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852043,0.00076644216,0.0003699468,0.00012113057,0.00009582407,0.00012619919],"domain_scores_gemma":[0.9989317,0.0007407982,0.00012712381,0.00013378577,0.00004339498,0.000023200379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016033406,0.00008441264,0.000273953,0.000029707468,0.00027555588,0.0000038064209,0.000049522707,0.000029590135,0.00003952493],"category_scores_gemma":[0.00047609312,0.00005045883,0.000019720886,0.0001086493,0.000052543714,0.00004918175,0.000029438672,0.00015292998,0.000013224984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022910353,0.000105692605,0.7214111,0.02536783,0.000050918334,0.0000013244249,0.13778415,0.0000015781669,0.000042706262,0.042159036,0.016012542,0.057040207],"study_design_scores_gemma":[0.0012661777,0.0002371203,0.6247977,0.012950919,0.0002115479,0.0000033246245,0.009600719,0.0006987826,5.438953e-7,0.0006562327,0.34931946,0.00025748892],"about_ca_topic_score_codex":0.00010085504,"about_ca_topic_score_gemma":0.0004676543,"teacher_disagreement_score":0.3333069,"about_ca_system_score_codex":0.000017115644,"about_ca_system_score_gemma":0.000015437286,"threshold_uncertainty_score":0.21193808},"labels":[],"label_agreement":null},{"id":"W1497280087","doi":"","title":"The Impact of Provincial Maternity and Parental Leave Policies on Employment Rates of Women with Young Children in Canada","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maternity leave; Parental leave; Demographic economics; Gender gap; Political science; Labour economics; Demography; Economics; Sociology; National Longitudinal Surveys; Work (physics)","score_opus":0.034215513908137804,"score_gpt":0.38392927742880634,"score_spread":0.3497137635206685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497280087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916218,0.0000971653,1.0493775e-8,0.00023175993,0.00010555337,0.0015523883,0.0002685734,0.000004577853,0.0061181956],"genre_scores_gemma":[0.9958501,0.0031863435,0.000003330555,0.000020917274,0.000049669346,0.00039833758,0.000016981856,0.000030190142,0.00044412134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970647,0.0006413107,0.00072023494,0.0003703248,0.0002600653,0.00094332837],"domain_scores_gemma":[0.9983742,0.0006221009,0.00035830063,0.0004228695,0.0001014957,0.00012100598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00150315,0.00025716022,0.00062688225,0.0001901173,0.00032875157,0.000015584314,0.0002975563,0.00014235181,0.00002525569],"category_scores_gemma":[0.00018431964,0.00016924016,0.000045887406,0.00007913511,0.00032324292,0.000031955446,0.00066663296,0.001171831,4.000831e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053319905,0.00006441672,0.99255097,0.00012780045,0.00017639129,0.0000025112479,0.0036027553,0.0003723445,0.000005737319,0.000061121136,0.000086001666,0.00241676],"study_design_scores_gemma":[0.0006700498,0.00031324624,0.9905654,0.00034781094,0.000003523082,8.0072994e-7,0.007664317,0.000019148307,0.000036708912,0.00018115279,0.000048488782,0.0001493164],"about_ca_topic_score_codex":0.8890045,"about_ca_topic_score_gemma":0.9406905,"teacher_disagreement_score":0.051685974,"about_ca_system_score_codex":0.0061924057,"about_ca_system_score_gemma":0.0044568176,"threshold_uncertainty_score":0.99762267},"labels":[],"label_agreement":null},{"id":"W1501809525","doi":"10.7202/1012406ar","title":"Mondialisation, travail et précarisation : le travail migrant temporaire au coeur de la dynamique de centrifugation de l’emploi vers les marchés périphériques du travail","year":2012,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.07930993172551133,"score_gpt":0.3797846577709631,"score_spread":0.3004747260454518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501809525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91403276,0.036524896,0.008433648,0.033811938,0.000590341,0.0016586704,0.00018295343,0.00069222494,0.004072566],"genre_scores_gemma":[0.9328223,0.05569208,0.0039754272,0.0013304634,0.0013110755,0.00056119164,0.0003348332,0.0001994161,0.0037732208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9725721,0.023056308,0.0012029111,0.0006392283,0.0005007092,0.0020287381],"domain_scores_gemma":[0.99385947,0.0039171707,0.00071136164,0.00042994937,0.00045415515,0.00062789634],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.017180514,0.00079520576,0.00082696823,0.0005630688,0.0017061777,0.00013147463,0.0004179763,0.0026746397,0.00008287684],"category_scores_gemma":[0.0016566765,0.0008660889,0.00065721717,0.0008249862,0.0014207381,0.0010527387,0.0001110517,0.0025104817,0.000025015579],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012552108,0.00059064786,0.6235801,0.0007629202,0.00036863377,0.0000059445006,0.32882696,0.0000086426335,0.0009487716,0.0035528392,0.025026679,0.016202372],"study_design_scores_gemma":[0.0013296168,0.00024160287,0.91468245,0.0009673956,0.0003702712,0.00001924356,0.039831087,0.00023545428,0.0008799406,0.008655487,0.03196972,0.00081771694],"about_ca_topic_score_codex":0.3647508,"about_ca_topic_score_gemma":0.07051465,"teacher_disagreement_score":0.29423615,"about_ca_system_score_codex":0.007095782,"about_ca_system_score_gemma":0.0023410926,"threshold_uncertainty_score":0.9997908},"labels":[],"label_agreement":null},{"id":"W1502104129","doi":"","title":"Temporary Work Agencies in Quebec: A Status Report","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Flexibility (engineering); Work (physics); Business; Temporary work; Labour economics; Industrial relations; Labour law; Empirical evidence; Public relations; Political science; Law; Economics; Management; Sociology; Engineering","score_opus":0.03977254273417744,"score_gpt":0.37387404151872294,"score_spread":0.3341014987845455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502104129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635344,0.016199958,0.0001605889,0.00294755,0.0010256127,0.00030530826,0.0000012297521,0.000062726795,0.015762612],"genre_scores_gemma":[0.93334866,0.0037417635,0.000019669042,0.0002608576,0.0009912098,0.000041042524,0.000007631204,0.000028414892,0.061560784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937963,0.00036356505,0.0006696822,0.00015015648,0.0002841857,0.0047361283],"domain_scores_gemma":[0.9990889,0.00015046587,0.00033255422,0.00019093722,0.00007755547,0.000159622],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036342153,0.00017256463,0.00027510023,0.00016771046,0.00068687607,0.000011106827,0.00013927188,0.00012374746,0.00017423538],"category_scores_gemma":[0.00021671919,0.0001361739,0.00008717979,0.0003365343,0.000044448945,0.00042607955,0.00009672357,0.003037442,0.00013029484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005230653,0.000049332957,0.9726929,0.000011820441,0.00007351057,0.000023836346,0.0044321697,5.1189755e-7,0.000011181246,0.01379647,0.0058166585,0.0030392853],"study_design_scores_gemma":[0.0011434273,0.00011542008,0.75207245,0.00020342189,0.000038403934,0.00012656946,0.04838667,5.045978e-7,0.000004836929,0.032363586,0.16518371,0.00036100825],"about_ca_topic_score_codex":0.009560413,"about_ca_topic_score_gemma":0.056186795,"teacher_disagreement_score":0.22062047,"about_ca_system_score_codex":0.0025269117,"about_ca_system_score_gemma":0.0038737052,"threshold_uncertainty_score":0.9992626},"labels":[],"label_agreement":null},{"id":"W1502922163","doi":"10.17848/9781417505333.ch3","title":"Worker Displacement in Japan and Canada","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Institut für Arbeitsmarkt- und Berufsforschung; W.E. Upjohn Institute for Employment Research","keywords":"Displacement (psychology); Psychology; Psychoanalysis","score_opus":0.046560761822244986,"score_gpt":0.33063489500565996,"score_spread":0.28407413318341496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502922163","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013371988,0.0007944296,7.592984e-7,0.0049279346,0.0004152799,0.0005217944,0.000019238345,0.0000221896,0.9919612],"genre_scores_gemma":[0.009007387,0.0010643102,0.0000081007765,0.0016305803,0.00014583248,0.00004381963,0.000016559447,0.00002912285,0.9880543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989006,0.00002175212,0.0003507281,0.00023104752,0.00018920588,0.00030670318],"domain_scores_gemma":[0.99950093,0.0001453751,0.00009234768,0.00015637174,0.000030140844,0.00007481612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009955662,0.00021280236,0.00031544466,0.00005950683,0.00024308801,0.0000026055882,0.000057011883,0.00018195297,0.008424882],"category_scores_gemma":[0.000008458582,0.00016512806,0.0000209629,0.000009368303,0.000029884955,0.00001761389,0.00015755644,0.00047787337,0.0000879882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012747643,0.0000062797076,0.16698226,0.0001275444,0.00006770941,0.0000148524905,0.0006093613,1.1224442e-7,8.5140385e-8,0.10647778,0.723408,0.0022932857],"study_design_scores_gemma":[0.0003367206,0.000015909696,0.019920383,0.00046989514,0.000018124347,1.4837512e-7,0.00030151304,0.0000015359867,4.0847578e-8,0.00096746586,0.97777045,0.00019780187],"about_ca_topic_score_codex":0.6000349,"about_ca_topic_score_gemma":0.9871221,"teacher_disagreement_score":0.3870873,"about_ca_system_score_codex":0.0002860144,"about_ca_system_score_gemma":0.00014306945,"threshold_uncertainty_score":0.9924815},"labels":[],"label_agreement":null},{"id":"W1503653122","doi":"10.18235/0011359","title":"Labor Informality and the Incentive Effects of Social Security: Evidence from a Health Reform in Uruguay","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; International Development Research Centre; Inter-American Development Bank","keywords":"Incentive; Social security; Labour economics; Economics; Business; Market economy","score_opus":0.055644590076155825,"score_gpt":0.41661823165767037,"score_spread":0.36097364158151457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503653122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640444,0.0055966424,0.000020329831,0.014719973,0.0007908929,0.003583173,0.00011963666,0.00006426791,0.011060714],"genre_scores_gemma":[0.9912727,0.0054018428,0.000045109562,0.0021526914,0.00018573133,0.00047242022,0.000026352034,0.0000137429315,0.00042941092],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968826,0.0011873468,0.0009161484,0.0003162515,0.0002685987,0.00042905443],"domain_scores_gemma":[0.9974954,0.0011007509,0.00082463305,0.00033212823,0.00018447796,0.00006259859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002018091,0.00025469318,0.0009656403,0.00007840068,0.00052338664,0.00000739023,0.00028734954,0.00034072428,0.000070485774],"category_scores_gemma":[0.0003739465,0.00014829439,0.00009253206,0.00012212916,0.00035091172,0.00013900657,0.0024462228,0.0014222129,0.000010297368],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085041183,0.00007532689,0.44380417,0.0056129103,0.00016972092,0.0000015780776,0.5163686,4.664172e-8,8.5676095e-7,0.02926308,0.0019834077,0.0018698612],"study_design_scores_gemma":[0.002511676,0.000066277404,0.9468991,0.003855277,0.00005298734,3.098664e-8,0.011882773,0.000007263094,0.000022199518,0.033546843,0.00095071393,0.00020484257],"about_ca_topic_score_codex":0.1513053,"about_ca_topic_score_gemma":0.0396379,"teacher_disagreement_score":0.50448585,"about_ca_system_score_codex":0.00040469668,"about_ca_system_score_gemma":0.00055157795,"threshold_uncertainty_score":0.9778862},"labels":[],"label_agreement":null},{"id":"W1504179612","doi":"10.1002/9781444309768.ch17","title":"The Social Determinants of Cardiovascular Disease","year":2009,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Disease; Geography; Medicine; Internal medicine","score_opus":0.05605747007355613,"score_gpt":0.41275087699787055,"score_spread":0.3566934069243144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504179612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001244805,0.011853948,0.000008875197,0.0006984448,0.000551754,0.0006299446,0.000039398896,0.00011259643,0.9859806],"genre_scores_gemma":[0.0016696696,0.0026808204,0.0000070513447,0.00014113938,0.0009813714,0.000060933027,0.0000053319154,0.00012452266,0.99432915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988848,0.00020002348,0.00023665818,0.00014753858,0.00025838226,0.00027258784],"domain_scores_gemma":[0.9993632,0.000075456504,0.00015307977,0.0003272463,0.000037968195,0.00004304464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023783131,0.00014337488,0.00038072618,0.000037524387,0.00069543434,0.0000019528065,0.00016519899,0.0001530785,0.0008269756],"category_scores_gemma":[0.00003930379,0.00007913099,0.00030884056,0.000048112666,0.000085017266,0.000006918817,0.0000901715,0.00016685965,0.00014358411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009827338,0.00001016675,0.0062951175,0.00013266176,0.0003855376,0.0000032127714,0.00019362861,2.407556e-8,2.8371565e-8,0.0007502513,0.97427344,0.017946076],"study_design_scores_gemma":[0.00019405897,0.000007868,0.013868833,0.00015949164,0.00022284467,1.4343528e-8,0.00024417308,3.953564e-7,1.703216e-7,0.00021051391,0.9849991,0.00009250619],"about_ca_topic_score_codex":0.00074463803,"about_ca_topic_score_gemma":0.00062239566,"teacher_disagreement_score":0.01785357,"about_ca_system_score_codex":0.000018449067,"about_ca_system_score_gemma":0.000085584055,"threshold_uncertainty_score":0.90548027},"labels":[],"label_agreement":null},{"id":"W1504453012","doi":"","title":"The Economics of Prozac (Do Employees Really Gain from Employment Protection?)","year":2004,"lang":"en","type":"preprint","venue":"SPIRE (Sciences Po)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université du Québec à Montréal","keywords":"Economics; Labour economics; Business","score_opus":0.08661245454019757,"score_gpt":0.39105524161736555,"score_spread":0.304442787077168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504453012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94230074,0.0025138573,0.00029538575,0.021636117,0.004975212,0.00458579,0.000266334,0.00024406817,0.023182513],"genre_scores_gemma":[0.9909275,0.0026536798,0.000396267,0.00040674643,0.0009500144,0.0012844352,0.00003069296,0.000051905492,0.0032987422],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962713,0.00038168114,0.001195753,0.00087933557,0.00048216898,0.0007897467],"domain_scores_gemma":[0.9973654,0.00036610645,0.0011289805,0.0007826841,0.0002431212,0.00011371171],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016603201,0.00043061282,0.0006369387,0.00014048199,0.003009477,0.00008136508,0.001169075,0.0003998461,0.00019029349],"category_scores_gemma":[0.00022074181,0.00027921397,0.0002414611,0.00022371732,0.0010021947,0.00012222002,0.0016390216,0.0010401005,0.00009115525],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078044226,0.0012850879,0.6329664,0.0026386585,0.0019037954,0.000020147783,0.07568238,0.00748759,0.0004219837,0.13003463,0.02288259,0.1238963],"study_design_scores_gemma":[0.002615282,0.0025667488,0.21745443,0.006483371,0.0003660544,0.000001671311,0.022443186,0.00025871067,0.0011520969,0.6241113,0.1201412,0.0024059787],"about_ca_topic_score_codex":0.0138033535,"about_ca_topic_score_gemma":0.0076164124,"teacher_disagreement_score":0.49407664,"about_ca_system_score_codex":0.00042602638,"about_ca_system_score_gemma":0.0017814224,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W1504623845","doi":"","title":"L'effet des conditions macroeconomiques sur l'instabilite et l'inegalite a long terme des gains des travailleurs au Canada","year":2006,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.07539497808572557,"score_gpt":0.3977709950122575,"score_spread":0.32237601692653195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504623845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83716935,0.0015186913,0.000010358276,0.0030386245,0.0010167827,0.00272795,0.0024724402,0.00010993592,0.15193588],"genre_scores_gemma":[0.9105181,0.03920038,0.000777702,0.0005650449,0.00079608907,0.0018894763,0.0010623079,0.00028624022,0.04490464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98672295,0.004275338,0.0026680764,0.001993224,0.00044337765,0.0038970562],"domain_scores_gemma":[0.9902284,0.005820179,0.0006697365,0.0015868084,0.00082796416,0.00086691295],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005654711,0.0011841622,0.0018300004,0.0007612379,0.003648831,0.00021949643,0.0011730505,0.0010509398,0.00096090214],"category_scores_gemma":[0.0019682567,0.0013076877,0.00049697206,0.00036861602,0.005743602,0.00062811654,0.0018773105,0.0043042507,0.00005173033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00018804027,0.00044454605,0.90859246,0.003168702,0.00048136315,0.00016053434,0.010490383,0.002777703,0.000032040465,0.0036170878,0.0029223345,0.0671248],"study_design_scores_gemma":[0.0015189847,0.00020594648,0.9133388,0.003284318,0.000062559855,0.00001879779,0.0059603755,0.0004035766,0.000038894254,0.0094647445,0.06457702,0.001125993],"about_ca_topic_score_codex":0.84610057,"about_ca_topic_score_gemma":0.99605876,"teacher_disagreement_score":0.14995818,"about_ca_system_score_codex":0.01828493,"about_ca_system_score_gemma":0.011826196,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W1505716655","doi":"","title":"Displaced Workers, Early Leavers, and Re-employment Wages","year":2001,"lang":"en","type":"preprint","venue":"Scholarship@Western (Western University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Layoff; Displaced workers; Notice; Labour economics; Wage; Displacement (psychology); Closure (psychology); Flexibility (engineering); Quality (philosophy); Legislation; Economics; Business; Unemployment; Demographic economics; Political science; Management; Economic growth; Psychology; Law","score_opus":0.17799185192459036,"score_gpt":0.41340472208762113,"score_spread":0.23541287016303078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505716655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98876417,0.0008219398,0.0001923318,0.0030104322,0.0016871128,0.0018894391,0.00014632674,0.0005906277,0.0028976332],"genre_scores_gemma":[0.86170757,0.0016958918,0.000042415362,0.0006744585,0.0005507324,0.000029097484,0.0001582385,0.00016321913,0.13497838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99410754,0.0013526158,0.0007863216,0.0015812505,0.00075491075,0.0014173405],"domain_scores_gemma":[0.9965399,0.00049328967,0.00078834064,0.0012633544,0.00032127803,0.00059385353],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008707284,0.0010193081,0.001185754,0.0007811234,0.0017836869,0.00022040991,0.001165882,0.0012721528,0.00017714378],"category_scores_gemma":[0.00008677362,0.0010747461,0.00032130803,0.0004318495,0.0003321085,0.0009008489,0.0052959546,0.0038939524,0.00045930484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037023594,0.000090539324,0.9939057,0.0004746445,0.00044985287,0.00049390213,0.0035603745,0.000006739337,0.00002183409,0.00007202708,0.00013571349,0.00041843287],"study_design_scores_gemma":[0.0021272318,0.0001673702,0.96447575,0.002509258,0.00043851664,0.0000048010206,0.002664631,1.1616949e-7,0.000025145973,0.00039132,0.026163265,0.0010325774],"about_ca_topic_score_codex":0.00023961239,"about_ca_topic_score_gemma":0.0068834745,"teacher_disagreement_score":0.13208076,"about_ca_system_score_codex":0.00081821077,"about_ca_system_score_gemma":0.00032527366,"threshold_uncertainty_score":0.99951583},"labels":[],"label_agreement":null},{"id":"W1506880678","doi":"10.7202/006784ar","title":"Decentralization in the Public Sector","year":2003,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Decentralization; Marketization; Managerialism; Public sector; Context (archaeology); Public administration; Business; Software deployment; Relevance (law); Service (business); Tertiary sector of the economy; Economics; Political science; Market economy; Marketing; Economy; China; Engineering","score_opus":0.1107661621194233,"score_gpt":0.3738867221595086,"score_spread":0.26312056004008527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506880678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6834639,0.0008927354,0.0010252991,0.050609384,0.0007506185,0.0012181787,0.000009879382,0.00011017681,0.26191983],"genre_scores_gemma":[0.9946952,0.00011119461,0.000036717513,0.00046347355,0.00007288961,0.00010085234,0.000021233958,0.000008449868,0.004489994],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860805,0.00061084854,0.0002682431,0.00010756082,0.00013936417,0.00026590689],"domain_scores_gemma":[0.99914193,0.0005320793,0.00007380871,0.00016217426,0.000062204424,0.000027829075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054880045,0.00007461084,0.000080013124,0.00009773482,0.00084623677,0.000010897677,0.00009207988,0.00017035578,0.0010434058],"category_scores_gemma":[0.0007495257,0.000051223236,0.000022542494,0.0006434659,0.00003435668,0.000112377886,0.000015701095,0.00045226442,0.00021327804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.992053e-7,0.000030309582,0.70371723,0.0000011364301,0.000007492455,7.903891e-7,0.0030017896,0.00001174678,0.0000017472372,0.24163835,0.05116637,0.00042204416],"study_design_scores_gemma":[0.00038261586,0.000010789416,0.10297661,0.000028442808,0.000009164599,7.0434186e-7,0.0098701,0.00001826042,0.0000048501765,0.0027882631,0.8838333,0.00007690128],"about_ca_topic_score_codex":0.000037706028,"about_ca_topic_score_gemma":0.00026833333,"teacher_disagreement_score":0.83266693,"about_ca_system_score_codex":0.0000749319,"about_ca_system_score_gemma":0.00016832534,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W1506910227","doi":"10.17848/9781417524440.ch10","title":"Targeting Reemployment Services in Canada","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.04776800066017878,"score_gpt":0.32199347061066985,"score_spread":0.2742254699504911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506910227","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005081094,0.0014611961,9.4315294e-7,0.0032354528,0.00086210837,0.0006925092,0.000039782022,0.000070322494,0.99312955],"genre_scores_gemma":[0.0054173986,0.0014336992,0.000030855594,0.0032188226,0.00038952654,0.000064596796,0.000067036526,0.00006959584,0.9893085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789035,0.00004612929,0.0007688918,0.0003619293,0.00037700788,0.00055569975],"domain_scores_gemma":[0.9990887,0.00019853484,0.00027424787,0.00025612305,0.00009086292,0.00009154261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018162951,0.00034242097,0.0005226147,0.00010044843,0.00037032666,0.0000035926344,0.00020193703,0.0002340949,0.015424195],"category_scores_gemma":[0.0000074088,0.00028617145,0.00004972501,0.00002485258,0.000015594118,0.000041310555,0.00027779257,0.00079500227,0.0005241259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022164095,0.000016208429,0.18381912,0.0014348452,0.00020130229,0.00015249934,0.0024411972,0.000008999605,0.000001928611,0.078260355,0.73156625,0.0020751155],"study_design_scores_gemma":[0.00030755025,0.000015267646,0.0024627442,0.00096677453,0.000021241383,1.4091648e-7,0.00090180343,0.000017539453,3.1675506e-7,0.0018157444,0.99314076,0.0003501077],"about_ca_topic_score_codex":0.9586794,"about_ca_topic_score_gemma":0.9959438,"teacher_disagreement_score":0.2615745,"about_ca_system_score_codex":0.0013117064,"about_ca_system_score_gemma":0.0005418388,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W1509255949","doi":"10.4337/9781781007693","title":"Flexibility and employment security in Europe : labour markets in transition","year":2008,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexicurity; Unemployment; Labour market flexibility; Labour economics; Flexibility (engineering); Job security; Social security; Working time; Economics; Welfare; Poverty; Work (physics); Sociology; Market economy; Economic growth; Management","score_opus":0.05897923432534106,"score_gpt":0.37568664332694407,"score_spread":0.316707409001603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509255949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972792,0.00017521899,0.000010104569,0.00563084,0.00009361835,0.0005199624,0.000008791556,0.000057864967,0.020711577],"genre_scores_gemma":[0.99572825,0.00063393323,0.000032145326,0.0011014033,0.00003714057,0.000057517263,0.0000054406814,0.0000088508605,0.0023953398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850917,0.00047211544,0.00035859147,0.00023928429,0.00011625151,0.0003045924],"domain_scores_gemma":[0.9995817,0.00014351269,0.00003394114,0.00012591526,0.00006312007,0.000051822026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006428124,0.000105944855,0.00019964369,0.00008528867,0.00024334526,0.0000017216212,0.000043518558,0.00007329032,0.00041299468],"category_scores_gemma":[0.0000734306,0.00008853067,0.0000145058075,0.0002771795,0.000055020955,0.00009943727,0.000064543434,0.00029011987,0.000031298387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108568776,0.0001281108,0.97996473,0.0000874113,0.000004389234,0.000025548372,0.015907684,6.9483303e-7,0.000028720278,0.0014257882,0.0019180404,0.00040030724],"study_design_scores_gemma":[0.0010864156,0.000036374386,0.99000734,0.00006585644,0.0000018741239,9.2118887e-7,0.00099447,0.000025266358,0.000014175453,0.0013620929,0.006307541,0.0000976803],"about_ca_topic_score_codex":0.0022761005,"about_ca_topic_score_gemma":0.01072981,"teacher_disagreement_score":0.022936206,"about_ca_system_score_codex":0.000071130766,"about_ca_system_score_gemma":0.000053025324,"threshold_uncertainty_score":0.5987486},"labels":[],"label_agreement":null},{"id":"W1509719357","doi":"10.1002/9780470997642.app1","title":"Appendix Inventories to Measure the Scope and Impact of Stigma Experiences from the Perspective of those who are Stigmatized – Consumer and Family Versions","year":2008,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stigma (botany); Conceptualization; Internal consistency; Perspective (graphical); Psychology; Scope (computer science); Social psychology; Consistency (knowledge bases); Psychometrics; Clinical psychology; Computer science; Psychiatry; Artificial intelligence","score_opus":0.07527891460353386,"score_gpt":0.3946084991671459,"score_spread":0.31932958456361205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509719357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38765153,0.17085844,0.000028990653,0.0041811145,0.00079737214,0.004987995,0.0017992076,0.00013465084,0.4295607],"genre_scores_gemma":[0.6648675,0.079143144,0.00038025665,0.0014371977,0.00076205574,0.0008448393,0.0000619758,0.00042747016,0.25207552],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9982854,0.00045573502,0.0003357129,0.00030729748,0.00035198376,0.00026384424],"domain_scores_gemma":[0.997935,0.00094404805,0.0004357964,0.00036915098,0.00021978084,0.000096246535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024054454,0.0002997446,0.000719737,0.00009423327,0.00079362333,0.000009185028,0.00024733992,0.00019244038,0.0015465365],"category_scores_gemma":[0.00037873792,0.000135251,0.00009724869,0.00018707628,0.00087427656,0.000044921904,0.00032701364,0.00029491767,0.000017983319],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010805252,0.000021258875,0.08422848,0.000057340632,0.0004953025,7.8927764e-7,0.13674688,8.983337e-8,0.000028080929,0.000660411,0.7774935,0.00015985146],"study_design_scores_gemma":[0.0012958389,0.00017088128,0.14035709,0.004153201,0.00019475736,4.1231777e-7,0.7919291,9.799247e-7,0.000017354547,0.00027330226,0.061299838,0.00030723494],"about_ca_topic_score_codex":0.043780457,"about_ca_topic_score_gemma":0.0069798916,"teacher_disagreement_score":0.7161936,"about_ca_system_score_codex":0.000053376436,"about_ca_system_score_gemma":0.00022907586,"threshold_uncertainty_score":0.99936616},"labels":[],"label_agreement":null},{"id":"W1509847534","doi":"","title":"Work-Life Flexibility Benefits and Involuntary Turnover Among Immigrant Workers","year":2009,"lang":"en","type":"article","venue":"ASAC","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Flexibility (engineering); Immigration; Labour economics; Turnover; Work (physics); Business; Demographic economics; Economics; Political science; Engineering; Law; Management","score_opus":0.055442730916356285,"score_gpt":0.3549744566540139,"score_spread":0.29953172573765763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509847534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813458,0.0030268773,0.000006457878,0.008974561,0.00036684473,0.0004531316,0.000009216441,0.00013093812,0.0056861974],"genre_scores_gemma":[0.9940241,0.00019299742,0.000052259482,0.0034064376,0.0002450146,0.000029049259,0.000012232731,0.000013175516,0.002024757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985774,0.00012615451,0.00034912006,0.00030700033,0.00017988481,0.00046039696],"domain_scores_gemma":[0.99917907,0.00021019766,0.00010028936,0.00027364836,0.000063531006,0.00017328524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003696775,0.00017333645,0.0002682747,0.00005062086,0.00062870723,0.000008516061,0.000099649405,0.00014168942,0.00018726669],"category_scores_gemma":[0.00011118839,0.0001384049,0.00005711031,0.0001979387,0.00009209555,0.00014676413,0.00009852221,0.00038709506,0.000081794766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079385085,0.00003318121,0.9476708,0.000021017187,0.000030735155,0.0000020274192,0.00239248,0.0000027363842,0.000004160019,0.0003875238,0.04111495,0.008260998],"study_design_scores_gemma":[0.0005311385,0.000056054036,0.99044895,0.00023488101,0.000025784862,1.0787706e-7,0.0011517475,0.0000036342979,0.000004504279,0.00075619185,0.006627924,0.00015908483],"about_ca_topic_score_codex":0.0013474305,"about_ca_topic_score_gemma":0.0020685946,"teacher_disagreement_score":0.042778138,"about_ca_system_score_codex":0.00005177761,"about_ca_system_score_gemma":0.000046182722,"threshold_uncertainty_score":0.56439877},"labels":[],"label_agreement":null},{"id":"W1509970160","doi":"10.3968/j.css.1923669720130904.2584","title":"The Status and Strategies of Income Distribution Regarding Frontline Employees: Liaoning Province, China serves as an Example","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); China; Government (linguistics); Business; Mechanism (biology); Income distribution; State (computer science); Labour economics; Public economics; Demographic economics; Economics; Political science; Law; Inequality","score_opus":0.032974117093145905,"score_gpt":0.34870395302537416,"score_spread":0.31572983593222825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509970160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811517,0.00013549057,0.0000196765,0.0010870829,0.00019635707,0.00042346425,0.00003878511,0.00002829167,0.016919134],"genre_scores_gemma":[0.9992061,0.00005113246,0.000019863244,0.000063656866,0.00013961637,0.0000452654,0.000012044894,0.0000066980497,0.00045558094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842733,0.00012099557,0.00022607304,0.00021259203,0.0002174826,0.00079552084],"domain_scores_gemma":[0.99909264,0.0000968096,0.00012562527,0.00012972152,0.00021251162,0.00034267525],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006458314,0.00009328265,0.00014021812,0.000051011368,0.0054239375,0.000109105844,0.00022555768,0.000057822406,0.000034293844],"category_scores_gemma":[0.00019609899,0.00006704994,0.000018035516,0.00031435335,0.0008076297,0.00074326334,0.00009615164,0.00017922737,0.0000076743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053874264,0.0000076001324,0.84229857,0.00004238001,0.000009810333,8.719996e-7,0.018679706,5.0067786e-7,0.00012743793,0.132176,0.0014189488,0.0052327663],"study_design_scores_gemma":[0.0001484248,0.00007512225,0.9109671,0.00004706169,0.000005227822,1.0664734e-7,0.071468554,0.000019488865,0.000009770675,0.006353158,0.010806898,0.000099080746],"about_ca_topic_score_codex":0.5514371,"about_ca_topic_score_gemma":0.45846832,"teacher_disagreement_score":0.12582284,"about_ca_system_score_codex":0.00039451712,"about_ca_system_score_gemma":0.0017831308,"threshold_uncertainty_score":0.9958709},"labels":[],"label_agreement":null},{"id":"W1510054367","doi":"10.3917/dec.marua.2013.01.0044","title":"Travail et genre dans le monde","year":2013,"lang":"fr","type":"book-chapter","venue":"La Découverte eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.04168662382821529,"score_gpt":0.31530869444867565,"score_spread":0.27362207062046034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510054367","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033268398,0.0016414523,0.0006050013,0.0038405058,0.0027218931,0.0019383318,0.00026297252,0.00034044858,0.98532254],"genre_scores_gemma":[0.032179587,0.0010492615,0.0003976272,0.0032902656,0.0008779991,0.0002949626,0.00008436742,0.00034169902,0.96148425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99517465,0.00072572386,0.0012554575,0.0009890131,0.0006168261,0.0012383094],"domain_scores_gemma":[0.9967174,0.0009105916,0.000627585,0.0010104183,0.00029293224,0.00044107105],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0008382264,0.0011491711,0.0012947982,0.00019370238,0.0018727909,0.0000616559,0.0006335109,0.0019041114,0.0042757913],"category_scores_gemma":[0.00005728083,0.0010618959,0.00054524344,0.00002606989,0.0010261006,0.00015028482,0.0006619277,0.002784203,0.0054280967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004148116,0.00006449377,0.0008259509,0.000551755,0.0006006571,0.00007284578,0.016114598,0.0000011800191,0.00022502172,0.8099517,0.12880349,0.042746823],"study_design_scores_gemma":[0.0014729853,0.00018972615,0.0081828805,0.001562296,0.00036109242,0.000015363414,0.0038917335,0.000034293636,0.000036125617,0.035300165,0.94775194,0.0012013998],"about_ca_topic_score_codex":0.0052349344,"about_ca_topic_score_gemma":0.007398107,"teacher_disagreement_score":0.81894845,"about_ca_system_score_codex":0.00028225975,"about_ca_system_score_gemma":0.0006556563,"threshold_uncertainty_score":0.9995164},"labels":[],"label_agreement":null},{"id":"W1510669508","doi":"","title":"La dynamique du travail autonome chez les hommes au Canada : comparaison des années 1990 et des années 2000","year":2011,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.09097176517071144,"score_gpt":0.3698919012135736,"score_spread":0.2789201360428622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510669508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7762402,0.004401575,0.000005256297,0.0040736254,0.0008139772,0.0015109114,0.0005012805,0.000093895425,0.21235926],"genre_scores_gemma":[0.91022253,0.07691676,0.00048064507,0.00026327992,0.0005512202,0.00084662926,0.00019709193,0.00018716209,0.01033467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98785055,0.005290353,0.0019147834,0.0015981395,0.00043317766,0.0029130273],"domain_scores_gemma":[0.9922696,0.0047100033,0.0005977081,0.0012208564,0.0004685573,0.0007332958],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.007296739,0.0010430813,0.0018086714,0.00057265663,0.0038897197,0.00013414171,0.0014315223,0.001394746,0.00091070024],"category_scores_gemma":[0.0012310277,0.0010850722,0.00033838552,0.0002748561,0.005395828,0.00033123544,0.0021746014,0.005478856,0.000052160074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00030370877,0.0004781354,0.7518894,0.00230221,0.0005366816,0.00011287216,0.052451264,0.0011572245,0.000017382192,0.0120939715,0.0016880766,0.17696905],"study_design_scores_gemma":[0.0009844637,0.00021760509,0.7283331,0.0023463548,0.00004314185,0.000014440506,0.039389886,0.00073306385,0.00003100638,0.0024434677,0.22447088,0.0009925792],"about_ca_topic_score_codex":0.89026594,"about_ca_topic_score_gemma":0.9901914,"teacher_disagreement_score":0.2227828,"about_ca_system_score_codex":0.009683839,"about_ca_system_score_gemma":0.015874429,"threshold_uncertainty_score":0.99990165},"labels":[],"label_agreement":null},{"id":"W1511000984","doi":"","title":"New Employment Times and the Changing Dynamics of Conflict Resolution at Work: The Case of Ireland","year":2007,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Conflict resolution; General partnership; Work (physics); Legislation; Dispute resolution; Social Partnership; Political science; Collective bargaining; Dynamics (music); Union density; Resolution (logic); Political economy; Economics; Public administration; Sociology; Law","score_opus":0.04543998729137172,"score_gpt":0.3676084870452333,"score_spread":0.3221684997538616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511000984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406278,0.00022522715,0.0005679056,0.021763112,0.00011638376,0.0014721507,0.000052169413,0.00003796168,0.03513729],"genre_scores_gemma":[0.9441098,0.00048076198,0.000038365048,0.000029535157,0.000073116775,0.000001818266,0.000015758547,0.0000119300075,0.0552389],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977567,0.00062814285,0.00030239866,0.00020818366,0.00044709968,0.0006574592],"domain_scores_gemma":[0.9975946,0.0014207858,0.00020126335,0.0003222678,0.0003212818,0.00013979049],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036471682,0.000124377,0.0002650699,0.00029873505,0.0017532252,0.0000051585316,0.00022497549,0.00011812038,0.00016924481],"category_scores_gemma":[0.00012725595,0.0000801328,0.00008252848,0.00068914716,0.00065978704,0.00008662735,0.0009545591,0.0005475238,0.0000075582393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048545105,0.00015234499,0.4744681,0.00040070293,0.0006344316,0.0016084855,0.056531522,0.000037072583,0.000020151727,0.3860874,0.06883718,0.006368098],"study_design_scores_gemma":[0.017736485,0.00104891,0.33144167,0.0016124563,0.0005342554,0.0000947457,0.5406507,0.0012669306,0.00015679332,0.0033370114,0.10126274,0.00085728546],"about_ca_topic_score_codex":0.0122142825,"about_ca_topic_score_gemma":0.0030657244,"teacher_disagreement_score":0.4841192,"about_ca_system_score_codex":0.00020755314,"about_ca_system_score_gemma":0.00014751757,"threshold_uncertainty_score":0.99954635},"labels":[],"label_agreement":null},{"id":"W1511621022","doi":"10.5694/j.1326-5377.2009.tb02709.x","title":"Reducing the impact of unemployment on health: revisiting the agenda for primary health care","year":2009,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"NSW Ministry of Health; University of New South Wales","keywords":"Psychological intervention; Mental health; Referral; Unemployment; Health care; Nursing; Medicine; Intervention (counseling); Work (physics); Psychology; Economic growth; Psychiatry","score_opus":0.14289560136434273,"score_gpt":0.5108891733604485,"score_spread":0.3679935719961057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511621022","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32805318,0.0032397213,0.00007979926,0.666396,0.00076069176,0.0010937485,0.00002586931,0.000013170054,0.0003377858],"genre_scores_gemma":[0.98488224,0.0009669775,0.00007011496,0.011052787,0.0025979918,0.000011403736,0.000005429389,0.000015440717,0.00039764793],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99594283,0.0011455282,0.0013260267,0.000118697615,0.0008656311,0.0006012815],"domain_scores_gemma":[0.99625933,0.0015415939,0.001436809,0.00030397228,0.00024308718,0.00021519739],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00617868,0.0001761213,0.00056066335,0.00005119764,0.0014279131,0.000009542234,0.0005775982,0.00007788922,0.00014181685],"category_scores_gemma":[0.0006844733,0.000063998756,0.00034955825,0.00016851885,0.00015443763,0.00004296727,0.00006393965,0.0012044855,0.0000050001318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068106013,0.00010948291,0.003613502,0.000530531,0.0003858153,0.000011146142,0.04559639,0.0001433037,0.000049219016,0.0017035239,0.77424973,0.17292629],"study_design_scores_gemma":[0.0061401045,0.013973066,0.8052255,0.015039177,0.00029428388,0.00012657292,0.04307305,0.000030877443,0.000088766734,0.004415223,0.11110423,0.0004891343],"about_ca_topic_score_codex":0.00074071257,"about_ca_topic_score_gemma":0.000025198604,"teacher_disagreement_score":0.801612,"about_ca_system_score_codex":0.00050642487,"about_ca_system_score_gemma":0.0011356033,"threshold_uncertainty_score":0.9998721},"labels":[],"label_agreement":null},{"id":"W1512952737","doi":"10.7202/018120ar","title":"Low-Paid Workers and On-the-Job Training in Canada","year":2008,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Statistics Canada; McMaster University","funders":"","keywords":"Training (meteorology); Quarter (Canadian coin); Productivity; Job training; Work (physics); Demographic economics; Labour economics; Survey data collection; Job satisfaction; On-the-job training; Business; Psychology; Economics; Economic growth; Vocational education; Engineering; Social psychology; Geography","score_opus":0.1039591468607866,"score_gpt":0.3274729432851161,"score_spread":0.2235137964243295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512952737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93998086,0.00015841037,0.0000052856462,0.020335115,0.00018662096,0.00028656505,0.000007698761,0.000020776824,0.03901865],"genre_scores_gemma":[0.99044764,0.00010824187,0.000012279214,0.0005264244,0.000085880834,0.000059280293,0.0000038749813,0.000009938979,0.008746416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999057,0.00014851223,0.0002615397,0.0001296076,0.00013618906,0.00026715136],"domain_scores_gemma":[0.99848354,0.0012494829,0.0000646774,0.00012374326,0.000027188387,0.000051374267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018560246,0.00009316885,0.00012636608,0.000064278094,0.0012731497,0.0000021762235,0.000064653745,0.00010994578,0.00023465163],"category_scores_gemma":[0.00025624485,0.000069388145,0.0000140330885,0.0002765975,0.00007169685,0.000041352476,0.000039938066,0.0007121105,0.00003006692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063275374,0.0000049298665,0.9142309,0.000001288041,0.000015066498,0.000008406892,0.008588582,0.000079667276,7.407489e-7,0.0023905684,0.07305227,0.0016212437],"study_design_scores_gemma":[0.000627667,0.000024319597,0.8261095,0.00036175127,0.00001060632,0.0000021264204,0.07634546,0.00007662749,0.000008995581,0.0003911539,0.09585122,0.00019051984],"about_ca_topic_score_codex":0.2995743,"about_ca_topic_score_gemma":0.6373119,"teacher_disagreement_score":0.33773756,"about_ca_system_score_codex":0.00023338861,"about_ca_system_score_gemma":0.0016517631,"threshold_uncertainty_score":0.97921675},"labels":[],"label_agreement":null},{"id":"W1513004703","doi":"10.17848/9780880994194.ch4","title":"Health and Coverage At Risk","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Compensation (psychology); Similarity (geometry); Law and economics; Positive economics; Economics; Political science; Business; Psychology; Law; Computer science; Social psychology","score_opus":0.06285262675280298,"score_gpt":0.3867807721861974,"score_spread":0.32392814543339443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513004703","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026440917,0.005719155,0.000027362137,0.006809693,0.0004524831,0.00073224277,0.00011657642,0.00014463205,0.98573345],"genre_scores_gemma":[0.0003918209,0.066426165,0.00001813509,0.0052938727,0.0004052445,0.00002013751,0.0000757336,0.00005227527,0.9273166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856246,0.00007474245,0.00044710116,0.00033045068,0.0001819729,0.00040329798],"domain_scores_gemma":[0.9988267,0.00028275602,0.0003728841,0.0002523104,0.0000544274,0.00021095188],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026046683,0.00027642408,0.00055088947,0.000072366165,0.0015376318,0.0000036538756,0.00006395396,0.00030523428,0.006535255],"category_scores_gemma":[0.000024012406,0.00021253563,0.00006888013,0.000010788569,0.00006424992,0.000027687005,0.00035801373,0.0006726038,0.0013266087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043174387,0.000005881898,0.0574908,0.00027765898,0.00011902847,0.000008089303,0.0013941097,3.39093e-8,5.1865605e-8,0.17130782,0.75617754,0.013175796],"study_design_scores_gemma":[0.00043183813,0.000102148464,0.00226301,0.00027893827,0.000023712657,0.0000011871532,0.000075833465,3.436591e-7,2.48397e-8,0.019118091,0.97750616,0.00019873364],"about_ca_topic_score_codex":0.0008259886,"about_ca_topic_score_gemma":0.003477182,"teacher_disagreement_score":0.22132859,"about_ca_system_score_codex":0.00023734767,"about_ca_system_score_gemma":0.00013021415,"threshold_uncertainty_score":0.99976224},"labels":[],"label_agreement":null},{"id":"W1515855115","doi":"10.1111/j.1468-2397.2007.00501.x","title":"The welfare state as a context for children's development: a study of the effects of unemployment and unemployment protection on reading literacy scores","year":2007,"lang":"en","type":"article","venue":"International Journal of Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Unemployment; Context (archaeology); Welfare; Welfare state; Literacy; Economics; Reading (process); Demographic economics; Youth unemployment; Labour economics; Psychology; Economic growth; Political science","score_opus":0.02070788027240257,"score_gpt":0.3749174682219489,"score_spread":0.3542095879495463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515855115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832909,0.00015198954,0.000048532587,0.012951674,0.0013837452,0.002043091,0.00001858266,0.000010050462,0.00010144675],"genre_scores_gemma":[0.9990785,0.00003314771,0.000017787137,0.00015434598,0.00027518728,0.00010146514,0.0000027138794,0.000021853086,0.00031497158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974477,0.00024671998,0.0010714127,0.00015120489,0.00081770844,0.00026520516],"domain_scores_gemma":[0.99666643,0.0005721097,0.0014270055,0.000098613746,0.0011843112,0.000051508734],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001131521,0.00017896615,0.0003216175,0.00016058132,0.0015853021,0.000024754718,0.00036465106,0.00006805225,0.000010382252],"category_scores_gemma":[0.0004900419,0.000105391744,0.00013877454,0.00013322846,0.00010269406,0.00011048135,0.00018401642,0.00035363907,6.72017e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063406513,0.00167037,0.5505332,0.00047241634,0.003929072,0.00002053346,0.16878782,0.000016848517,0.00058450014,0.027586568,0.0010072516,0.2390508],"study_design_scores_gemma":[0.005076753,0.0013886868,0.95594484,0.00086846476,0.000095655414,0.000005638861,0.015726749,0.0000018761408,0.0017415616,0.0008124832,0.018186625,0.00015068208],"about_ca_topic_score_codex":0.00023958577,"about_ca_topic_score_gemma":0.00034314595,"teacher_disagreement_score":0.40541166,"about_ca_system_score_codex":0.00026675727,"about_ca_system_score_gemma":0.00009560555,"threshold_uncertainty_score":0.9997145},"labels":[],"label_agreement":null},{"id":"W1515873255","doi":"10.3917/dbu.herma.2007.01.0215","title":"Travail, chômage et stigmatisation","year":2007,"lang":"fr","type":"book-chapter","venue":"De Boeck Supérieur eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09743924820294393,"score_gpt":0.38928618903858303,"score_spread":0.2918469408356391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515873255","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007013654,0.0018852819,0.0016352698,0.0028384498,0.0023933756,0.0021114529,0.00036495525,0.0003861594,0.9813714],"genre_scores_gemma":[0.044859663,0.0009039657,0.0009590914,0.006716742,0.0016730131,0.00012941123,0.00030735024,0.00034940543,0.94410133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943569,0.0007115488,0.0016765099,0.00091191905,0.0007971044,0.0015460368],"domain_scores_gemma":[0.99609494,0.0013245138,0.0008283129,0.000843014,0.0003878165,0.00052141637],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025948274,0.0010827675,0.0012060245,0.00041503267,0.0015430757,0.00006277291,0.00044919504,0.0018730918,0.004355376],"category_scores_gemma":[0.00023444704,0.0011276407,0.00044759296,0.000041575677,0.000731163,0.00015392162,0.00041423246,0.002860709,0.002935141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025228676,0.000088594476,0.008736268,0.0017311913,0.00057907647,0.00034400364,0.053808644,0.000003850148,0.00019561901,0.74687266,0.13495159,0.052436236],"study_design_scores_gemma":[0.0013995101,0.00029178083,0.023991592,0.002306059,0.0003884629,0.000022050042,0.0020054928,0.000026043745,0.000059100465,0.013390364,0.9549901,0.0011294443],"about_ca_topic_score_codex":0.0014237288,"about_ca_topic_score_gemma":0.0072496007,"teacher_disagreement_score":0.8200385,"about_ca_system_score_codex":0.0005393348,"about_ca_system_score_gemma":0.000598535,"threshold_uncertainty_score":0.99975675},"labels":[],"label_agreement":null},{"id":"W1518869538","doi":"10.17848/9781417524440.ch11","title":"Predicting Long-Term Unemployment in Canada","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Unemployment; History; Economics; Geography; Macroeconomics; Physics","score_opus":0.06960363344280425,"score_gpt":0.3415176639711234,"score_spread":0.27191403052831914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518869538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008398644,0.0008407672,0.000001981029,0.0022462567,0.0013021413,0.0010184804,0.000051195417,0.00009898824,0.98604155],"genre_scores_gemma":[0.02984302,0.0009222378,0.000007172171,0.0013275176,0.0004728209,0.00009072133,0.000049052738,0.00008141496,0.96720606],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976111,0.00004790878,0.0008518805,0.00040942463,0.000440167,0.0006395275],"domain_scores_gemma":[0.99888176,0.0002855484,0.00028375213,0.0003388081,0.00008398888,0.00012616949],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015924218,0.00038987078,0.00057746837,0.00012656131,0.00038283053,0.000004034909,0.0001932151,0.00028029102,0.014071419],"category_scores_gemma":[0.000020709307,0.0003332513,0.00007102761,0.00002831303,0.000029520419,0.00003866512,0.00028736942,0.0010399738,0.00032495856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007269319,0.000007658594,0.93469894,0.0002319334,0.00008545296,0.0001007962,0.00036179123,9.958186e-7,1.2238225e-7,0.010990665,0.051955063,0.0015592873],"study_design_scores_gemma":[0.002112759,0.00012053609,0.4361849,0.0058662677,0.00017051029,0.0000027957487,0.0005692298,0.00002735071,0.0000018691559,0.0021658388,0.55122954,0.0015484049],"about_ca_topic_score_codex":0.8452099,"about_ca_topic_score_gemma":0.99639386,"teacher_disagreement_score":0.49927446,"about_ca_system_score_codex":0.0020134682,"about_ca_system_score_gemma":0.00091362384,"threshold_uncertainty_score":0.99991196},"labels":[],"label_agreement":null},{"id":"W1520019390","doi":"","title":"Services de garde et offre de travail des mères : effets dynamiques sur le revenu de travail avec effets de sélection et endogénéité de l'expérience","year":2008,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03585267416519945,"score_gpt":0.33684148474143616,"score_spread":0.3009888105762367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520019390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592308,0.010973808,0.007500348,0.01073598,0.00047632877,0.0010201451,0.00008321637,0.00051397807,0.009465394],"genre_scores_gemma":[0.925751,0.021408062,0.0057309065,0.006352658,0.000394757,0.000362695,0.000041834253,0.0001367635,0.039821364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99011505,0.005115416,0.00094555336,0.0007833513,0.00046316136,0.0025774566],"domain_scores_gemma":[0.9963481,0.0017185922,0.00038590565,0.0005186918,0.00034127652,0.00068744377],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038031065,0.0007344976,0.0008364486,0.00021942539,0.002405595,0.00007878267,0.00056706514,0.00085786753,0.00046018296],"category_scores_gemma":[0.0005620564,0.00073323457,0.00030440904,0.00036795586,0.00063346024,0.00063309376,0.0002637917,0.001454555,0.00011193318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032518303,0.000889828,0.62702966,0.0033389379,0.00027479083,0.00029300878,0.32367805,0.0001938529,0.007878521,0.0012097493,0.024296857,0.010591552],"study_design_scores_gemma":[0.0024470666,0.00055775716,0.9599347,0.0023535641,0.00019564436,0.00043359012,0.010705507,0.0017733398,0.009036395,0.0030811115,0.008711617,0.00076970283],"about_ca_topic_score_codex":0.10120031,"about_ca_topic_score_gemma":0.23311171,"teacher_disagreement_score":0.33290502,"about_ca_system_score_codex":0.001345769,"about_ca_system_score_gemma":0.0023659721,"threshold_uncertainty_score":0.9995119},"labels":[],"label_agreement":null},{"id":"W1521564593","doi":"10.7202/1019198ar","title":"Une validation de la forme abrégée de l’Échelle de provisions sociales : l’ÉPS-10 items","year":2013,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Humanities; Art","score_opus":0.04307106657334575,"score_gpt":0.385938637669155,"score_spread":0.34286757109580923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521564593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8893057,0.003380513,0.00040311017,0.052067958,0.0008321597,0.0015802741,0.00009836989,0.00017985058,0.052152045],"genre_scores_gemma":[0.90294653,0.00091985066,0.00063157367,0.0013094784,0.0010980596,0.0005869711,0.00008331234,0.00008489997,0.092339344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99554586,0.0014955592,0.00070509315,0.0004085628,0.0003235374,0.0015214115],"domain_scores_gemma":[0.9972871,0.0015266405,0.00033961635,0.0003377518,0.00013920123,0.0003697179],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015412609,0.0003966914,0.00044080458,0.00011701689,0.0026762686,0.000071816175,0.00030338587,0.0005634573,0.0051972177],"category_scores_gemma":[0.0004452561,0.00038855083,0.00021657937,0.00031226513,0.0007427722,0.00045359912,0.0003056281,0.00072562066,0.002163457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057997644,0.0008265903,0.5099609,0.0007109996,0.00025994336,0.000016984555,0.104786724,0.000010083652,0.007847679,0.004937483,0.3013367,0.069247946],"study_design_scores_gemma":[0.002808682,0.0004321365,0.5054873,0.0013366502,0.00041270512,0.000024317069,0.07275931,0.000376953,0.004481913,0.022185588,0.3887192,0.0009752368],"about_ca_topic_score_codex":0.592227,"about_ca_topic_score_gemma":0.16956441,"teacher_disagreement_score":0.4226626,"about_ca_system_score_codex":0.0043474357,"about_ca_system_score_gemma":0.004558993,"threshold_uncertainty_score":0.99985665},"labels":[],"label_agreement":null},{"id":"W1521758672","doi":"10.1111/ssqu.12076","title":"The Economic Crisis and Medical Care Use: Comparative Evidence from Five High‐Income Countries","year":2014,"lang":"en","type":"article","venue":"Social Science Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Network for Studies on Pensions, Aging and Retirement; Princeton University; Robert Wood Johnson Foundation","keywords":"Financial crisis; Context (archaeology); Medical care; Fragility; Demographic economics; Financial fragility; Health care; Measures of national income and output; Economics; Economic growth; Development economics; Business; Medicine; Geography; Macroeconomics; Family medicine","score_opus":0.04195420206959541,"score_gpt":0.41536834928930777,"score_spread":0.37341414721971233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521758672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98353827,0.00035231307,0.000033577602,0.013643644,0.001033669,0.00027233633,0.000037197613,0.000047910922,0.0010411007],"genre_scores_gemma":[0.9984168,0.00007315012,0.000018370294,0.0006488734,0.0006153514,0.000053731936,0.0000019995794,0.000005047087,0.00016666713],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980287,0.0003839052,0.0002959829,0.00032589707,0.0004992754,0.0004662573],"domain_scores_gemma":[0.9970461,0.0023097317,0.00015293513,0.00015675851,0.00019741686,0.00013703451],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010586793,0.00012525308,0.00024951735,0.00003442146,0.006346568,0.00012837088,0.0004109407,0.000094608586,0.00011407117],"category_scores_gemma":[0.00016798766,0.00008208089,0.000033021664,0.00012530356,0.0015896806,0.00055623264,0.00008077695,0.00026171055,0.0001624635],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006612045,0.0000053389676,0.38606766,0.000030455574,0.000035970847,0.000001191623,0.5296683,2.6541034e-7,0.0000127754865,0.06280831,0.017048892,0.004254763],"study_design_scores_gemma":[0.00036924685,0.00024832485,0.80266625,0.00014379174,0.000022553826,1.0913727e-7,0.1808914,0.00006296315,0.000006936661,0.0066426005,0.008762284,0.00018354975],"about_ca_topic_score_codex":0.010454809,"about_ca_topic_score_gemma":0.01422941,"teacher_disagreement_score":0.4165986,"about_ca_system_score_codex":0.0002789167,"about_ca_system_score_gemma":0.0004307179,"threshold_uncertainty_score":0.99613464},"labels":[],"label_agreement":null},{"id":"W1523248718","doi":"10.15353/rea.v4i2.1385","title":"Measuring the Unemployment Risk in Northern Greece from the LFS Micro-Data during the Period 1994-2006","year":2013,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Residence; Unemployment; Marital status; Demographic economics; Logit; Demography; Immigration; Period (music); Geography; Sociology; Economics; Economic growth; Econometrics","score_opus":0.06214498245897954,"score_gpt":0.3438544407250987,"score_spread":0.28170945826611915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523248718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86323905,0.11655044,0.000008068332,0.017991586,0.00011207238,0.0012090784,0.00021082682,0.000016194916,0.00066265994],"genre_scores_gemma":[0.83027786,0.16687879,0.000034392997,0.0013561023,0.00032269588,0.00037122463,0.00009022066,0.000028587034,0.000640138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996952,0.0010051698,0.0011461254,0.0003908972,0.00014401523,0.0003618006],"domain_scores_gemma":[0.996417,0.0008430368,0.0008289737,0.0018172738,0.00005445959,0.00003929034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021151074,0.00021694586,0.00076662673,0.000060278486,0.0009501564,0.000021202253,0.0012771646,0.00005081962,0.0011753958],"category_scores_gemma":[0.0001570821,0.00009900921,0.00035170472,0.00034309746,0.00012453433,0.00013092207,0.00075963954,0.00041640387,0.00045093553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003381134,0.000013641872,0.9918038,0.00026265558,0.0012889314,2.462754e-7,0.0010192445,0.00008063061,0.00000376464,0.000017424682,0.0025615229,0.0029447211],"study_design_scores_gemma":[0.0002930102,0.000005815652,0.9638313,0.0014866027,0.002140599,2.1206452e-7,0.002523109,0.00046414978,0.0000036280512,0.00014973001,0.028920865,0.00018095416],"about_ca_topic_score_codex":0.04605523,"about_ca_topic_score_gemma":0.11390534,"teacher_disagreement_score":0.067850105,"about_ca_system_score_codex":0.0002099588,"about_ca_system_score_gemma":0.00008291625,"threshold_uncertainty_score":0.9997377},"labels":[],"label_agreement":null},{"id":"W1523388421","doi":"","title":"What does the 2010 U.S. Health Care Reform Mean for Securing Immigrant Health in North America","year":2012,"lang":"en","type":"article","venue":"Florida International University Digital Commons (Florida International University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration reform; Latin Americans; Political science; Health care; Economic growth; Human rights; State (computer science); Immigration law; Development economics; Economics; Law","score_opus":0.026695620350262603,"score_gpt":0.29993679522014105,"score_spread":0.2732411748698784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523388421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7350159,0.00085025723,0.0024623985,0.13846502,0.03816709,0.0034599684,0.0055007767,0.0004953087,0.075583264],"genre_scores_gemma":[0.97477937,0.001227936,0.0001281822,0.0014437331,0.0011950484,0.000008067292,0.0018699327,0.00004095302,0.01930676],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735963,0.00017687914,0.00052080274,0.0004836019,0.00057026884,0.0008888285],"domain_scores_gemma":[0.99774134,0.00044559117,0.000547117,0.00037077113,0.0005880867,0.00030710897],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00027137608,0.00036275675,0.0004460707,0.0008350125,0.0014987269,0.00011402345,0.0014541966,0.000111623725,0.00012483141],"category_scores_gemma":[0.000059775193,0.00031091567,0.00029800105,0.00061786745,0.00020570753,0.0034472325,0.0009644604,0.00069431803,0.00008695401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024807816,0.00057353906,0.7236153,0.00024688127,0.0013987657,0.00006042101,0.09736564,0.0002184169,0.000004249067,0.1135708,0.03800929,0.022455929],"study_design_scores_gemma":[0.0016618618,0.000110327026,0.049233273,0.00019428255,0.000018457353,0.0000028191716,0.13419509,0.00007302557,0.0000024060644,0.00008761605,0.8141045,0.00031631836],"about_ca_topic_score_codex":0.0050417916,"about_ca_topic_score_gemma":0.039368723,"teacher_disagreement_score":0.7760952,"about_ca_system_score_codex":0.005121824,"about_ca_system_score_gemma":0.000372897,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W1524700288","doi":"","title":"Alternative Work Practices and Quit Rates: Methodological Issues and Empirical Evidence for Canada","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Association (psychology); Empirical evidence; Work (physics); Sample (material); Demographic economics; Turnover; Psychology; Business; Economics; Management; Engineering","score_opus":0.6205929348575617,"score_gpt":0.6126803846948935,"score_spread":0.00791255016266823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524700288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93816924,0.008148525,0.000015828475,0.036117926,0.0010786006,0.0035613514,0.00008279902,0.000032234995,0.012793519],"genre_scores_gemma":[0.5606874,0.38401043,0.013251164,0.003368354,0.0019282455,0.00603252,0.00006301088,0.00017436976,0.030484471],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99423367,0.0030100618,0.0006908882,0.0009835347,0.00023216635,0.00084969244],"domain_scores_gemma":[0.9718075,0.026801245,0.0005411061,0.00039499791,0.000248582,0.00020658197],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0060711135,0.00029592306,0.00076959096,0.00014140664,0.0007395886,0.00006125762,0.00031897207,0.00041900843,0.00006937362],"category_scores_gemma":[0.020237679,0.00025131783,0.000054011,0.000083109335,0.00036209525,0.00012005039,0.0014197347,0.0020742528,0.0000013346103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006624712,0.00004969882,0.9572963,0.0010898048,0.0002603835,0.000031057585,0.003468712,0.000062374274,0.0000057761936,0.0006016597,0.008572385,0.02789934],"study_design_scores_gemma":[0.0020739534,0.0005667047,0.3442498,0.0041454653,0.0000998775,0.0000072684506,0.019858357,0.00064167613,0.00003968975,0.026307596,0.6006899,0.0013196993],"about_ca_topic_score_codex":0.085051544,"about_ca_topic_score_gemma":0.2634638,"teacher_disagreement_score":0.6130465,"about_ca_system_score_codex":0.0008502737,"about_ca_system_score_gemma":0.0016680971,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W1525102935","doi":"10.59962/9780774857192-010","title":"Ethnic Inequality in Canada: Economic and Health Dimensions","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ethnic group; Inequality; Health equity; Sociology; Geography; Demographic economics; Political science; Economics; Economic growth; Health care; Anthropology; Mathematics; Mathematical analysis","score_opus":0.10748570113010505,"score_gpt":0.31843030592366683,"score_spread":0.21094460479356178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525102935","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046647497,0.0030425359,0.0000047580193,0.00023471296,0.00047558686,0.0014574665,0.0017507069,0.000053918637,0.9463328],"genre_scores_gemma":[0.042737048,0.0038313002,0.00005345777,0.00047811837,0.00006903102,0.0000015558072,0.000056248402,0.000041212374,0.952732],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983512,0.00011261311,0.00051243644,0.0004035964,0.00018732669,0.00043279503],"domain_scores_gemma":[0.99877316,0.00020890935,0.00048721198,0.0002550047,0.00009125674,0.00018446275],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005029767,0.00014598423,0.0007375593,0.000060599523,0.0004733678,0.0000063433104,0.00018196566,0.00027693587,0.0002906914],"category_scores_gemma":[0.000006934492,0.0003268123,0.0000657593,0.00000613986,0.00019339127,0.000037594877,0.00048143326,0.00071917224,0.0000033089925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011873168,0.00004709043,0.11208834,0.0025736596,0.00057306327,0.0007253216,0.0056319227,0.0000046866744,7.792079e-7,0.016965609,0.72967213,0.13159865],"study_design_scores_gemma":[0.0020639899,0.00009236709,0.31714794,0.0030956736,0.00008282088,0.0000058180353,0.0017546816,0.000008463732,7.836134e-8,0.0018506309,0.6733064,0.00059110357],"about_ca_topic_score_codex":0.9995952,"about_ca_topic_score_gemma":0.9999835,"teacher_disagreement_score":0.2050596,"about_ca_system_score_codex":0.001507408,"about_ca_system_score_gemma":0.0023359274,"threshold_uncertainty_score":0.9999184},"labels":[],"label_agreement":null},{"id":"W1526325330","doi":"10.4000/interventionseconomiques.432","title":"La conciliation travail-famille, dimension fondamentale de la qualité de l’emploi","year":2010,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Conciliation; Political science; Philosophy; Mediation; Law","score_opus":0.059836470031466416,"score_gpt":0.42770391788202,"score_spread":0.3678674478505536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526325330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579679,0.004032023,0.0015198407,0.009537389,0.0023296885,0.000681754,0.00020120192,0.00023865946,0.023491565],"genre_scores_gemma":[0.95436,0.0014341547,0.0018695731,0.00083147065,0.00057733845,0.00030701366,0.00006811686,0.000065549204,0.04048676],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99446917,0.003319366,0.001026586,0.00040431984,0.00009848395,0.0006820611],"domain_scores_gemma":[0.9971252,0.001669935,0.00041797897,0.0003878952,0.00016432788,0.00023466224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038786568,0.00032870536,0.0004401316,0.0001885086,0.00075728906,0.00010043135,0.0002540535,0.00080479565,0.0029051518],"category_scores_gemma":[0.0006565793,0.00035629587,0.0005661066,0.00012311475,0.0007006938,0.00036851448,0.00024330709,0.0014582706,0.0004094731],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011141229,0.0015909405,0.47614044,0.001737184,0.000594111,0.0000335556,0.027196698,0.000007906288,0.0041579134,0.2629344,0.12346391,0.10203152],"study_design_scores_gemma":[0.0018749952,0.00039299566,0.46085677,0.002880275,0.00031431727,0.00003568201,0.011159633,0.00019653093,0.0011241883,0.022622027,0.49801162,0.00053097046],"about_ca_topic_score_codex":0.0076160887,"about_ca_topic_score_gemma":0.013023174,"teacher_disagreement_score":0.37454772,"about_ca_system_score_codex":0.00057048013,"about_ca_system_score_gemma":0.00026483706,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W1526761619","doi":"10.1002/ajim.22201","title":"Gain of employment and depressive symptoms among previously unemployed workers: A longitudinal cohort study in South Korea","year":2013,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Cohort; Unemployment; Cohort study; Longitudinal study; Depressive symptoms; Environmental health; Demography; Gerontology; Psychiatry; Internal medicine; Anxiety; Pathology","score_opus":0.05607182973183085,"score_gpt":0.3666518488619453,"score_spread":0.31058001913011446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526761619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949204,0.00036458322,0.000022243461,0.001787189,0.00046984502,0.0022086706,0.000002802509,0.000014170908,0.00021014754],"genre_scores_gemma":[0.998664,0.00008324455,0.000016522166,0.00011727183,0.00085675064,0.00012929951,0.0000017905834,0.000028037723,0.000103069324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957364,0.0009719829,0.0018132125,0.0002779941,0.00068131974,0.0005190706],"domain_scores_gemma":[0.9959087,0.0009402685,0.002141222,0.00025085796,0.00045882343,0.00030015723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018551339,0.000282891,0.0014474647,0.0004263463,0.00017218576,0.0000067109177,0.0002491887,0.000108886255,0.00019660564],"category_scores_gemma":[0.0011939519,0.00018492164,0.000074108466,0.0006187099,0.00081181695,0.0001705654,0.00015152652,0.0010476086,0.0000030787512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003556262,0.00017269056,0.9666622,0.000009986787,0.0004748015,0.00003877045,0.016645227,0.0000054406864,0.000015740721,0.000005550283,0.0022276535,0.013386289],"study_design_scores_gemma":[0.006762624,0.0054009496,0.9365341,0.0026290214,0.0003083871,0.0000052198448,0.04815227,0.0000027290025,0.0000041770077,0.00002857053,0.000025083686,0.00014684035],"about_ca_topic_score_codex":0.008966422,"about_ca_topic_score_gemma":0.00042957396,"teacher_disagreement_score":0.031507045,"about_ca_system_score_codex":0.00015597616,"about_ca_system_score_gemma":0.00022236771,"threshold_uncertainty_score":0.997633},"labels":[],"label_agreement":null},{"id":"W152732188","doi":"","title":"What Happens When Canadian Aggregate Rates of Employment and Unemployment Change? A Note on the Differences in Response Patterns Across Age and Sex Groups","year":2012,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Per capita; Economics; Demographic economics; Unemployment rate; Aggregate (composite); Labour economics; Demography; Economic growth; Population; Sociology","score_opus":0.0933643854193285,"score_gpt":0.36319841121522917,"score_spread":0.26983402579590066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W152732188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691242,0.0059143086,0.0000018844019,0.017093379,0.003269031,0.003208517,0.00092713325,0.00006141317,0.00040016044],"genre_scores_gemma":[0.9888472,0.0051831775,0.000018327743,0.0020274965,0.0004118338,0.001447692,0.000055846274,0.00008148838,0.0019269236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941752,0.0017018459,0.0012564827,0.0009903004,0.000371903,0.0015042727],"domain_scores_gemma":[0.9952248,0.0023568603,0.0008731248,0.00090509426,0.00010141015,0.0005387371],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002805868,0.0008445559,0.0013951773,0.00044383103,0.0011307416,0.00014088504,0.0005071131,0.0006749978,0.00047838545],"category_scores_gemma":[0.00020625869,0.0006388119,0.0001622762,0.00010960524,0.00080346793,0.00030989965,0.0013655314,0.0016405543,0.00004679262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019502631,0.00007892806,0.91984427,0.00033798712,0.00018444659,0.00005148306,0.07660583,2.787794e-7,0.000014490512,0.00036899626,0.0010118812,0.0013063722],"study_design_scores_gemma":[0.0010298244,0.0001784875,0.97236264,0.004223191,0.00007753631,0.0000054036886,0.0144252805,0.000013161045,0.000039749808,0.00068577746,0.0062819496,0.0006769996],"about_ca_topic_score_codex":0.09577664,"about_ca_topic_score_gemma":0.5568976,"teacher_disagreement_score":0.4611209,"about_ca_system_score_codex":0.0007706891,"about_ca_system_score_gemma":0.00053712196,"threshold_uncertainty_score":0.9996063},"labels":[],"label_agreement":null},{"id":"W1528727738","doi":"10.7202/028605ar","title":"Hidden Unemployement by Age and Sex in Canada : 1957-1970","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Demography; Demographic economics; Period (music); Geography; Economics; Sociology; Economic growth","score_opus":0.0456098665500622,"score_gpt":0.32964950037402047,"score_spread":0.28403963382395825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528727738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424207,0.001249501,0.000011808368,0.02718038,0.00014207143,0.00048791373,0.000049863724,0.000040855535,0.028416887],"genre_scores_gemma":[0.96517396,0.00025346482,0.00006790117,0.0005667293,0.0001257865,0.00007795905,0.000041911517,0.000013998481,0.033678308],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988175,0.00012480604,0.00038561912,0.00018148121,0.00016612484,0.00032445422],"domain_scores_gemma":[0.9993456,0.00032919733,0.000082517414,0.00014070763,0.000021465157,0.000080531594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017078436,0.000120683275,0.00016659412,0.00007148302,0.00055377604,0.0000053870385,0.00007359569,0.00014303954,0.0004815375],"category_scores_gemma":[0.000060692375,0.00011256205,0.000013181169,0.00020226702,0.0000355476,0.000077747325,0.000094065974,0.00053733616,0.000035151035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002340858,0.000017285254,0.63949484,0.0000025566844,0.000019077412,0.0000049731007,0.0018442536,0.00001900568,0.0000065874783,0.0007818884,0.3430212,0.014785976],"study_design_scores_gemma":[0.0006416778,0.000013834231,0.11262423,0.000072024646,0.000015049828,3.1524908e-7,0.006853656,0.000048357466,0.000017957727,0.00015242395,0.87940663,0.00015382294],"about_ca_topic_score_codex":0.5998285,"about_ca_topic_score_gemma":0.8823316,"teacher_disagreement_score":0.5363854,"about_ca_system_score_codex":0.0005749095,"about_ca_system_score_gemma":0.0006750577,"threshold_uncertainty_score":0.5272498},"labels":[],"label_agreement":null},{"id":"W1528864841","doi":"10.1007/s12134-012-0237-5","title":"Working In a Regulated Occupation in Canada: An Immigrant–Native Born Comparison","year":2012,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Immigration; Census; Latin Americans; Native-Born; Demographic economics; Geography; Demography; Sociology; Political science; Population; Economics","score_opus":0.050806330983589956,"score_gpt":0.3940234614196063,"score_spread":0.34321713043601637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528864841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601786,0.00039445166,0.023972565,0.009135559,0.0015942963,0.0005040536,0.000023800623,0.000031692718,0.0041649533],"genre_scores_gemma":[0.9932875,0.0009888499,0.0022138017,0.0015382508,0.00068027625,0.0001369847,0.00032861004,0.000034025907,0.0007916936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948272,0.0016510022,0.0021332728,0.0002913539,0.00066340656,0.0004337398],"domain_scores_gemma":[0.9957165,0.0012439437,0.001512635,0.0001591689,0.0011728511,0.00019491768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035520953,0.00033712454,0.0005031787,0.0011255546,0.00018658787,0.000116950956,0.00032171386,0.0002446926,0.00026425355],"category_scores_gemma":[0.0018821246,0.00031198905,0.00010685478,0.00051288924,0.000071734285,0.0021561666,0.000048100028,0.0012113311,0.0000049872724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045866534,0.00037201334,0.9211516,0.000014725949,0.000064057785,0.000008183001,0.030454874,0.0012264623,0.0033457817,0.034915924,0.0031800768,0.0048076496],"study_design_scores_gemma":[0.0018035654,0.00019373657,0.9121085,0.000957721,0.000026532962,0.000068054964,0.019395432,0.045374334,0.0012222796,0.0014263729,0.017104525,0.00031899175],"about_ca_topic_score_codex":0.2835014,"about_ca_topic_score_gemma":0.94691944,"teacher_disagreement_score":0.66341805,"about_ca_system_score_codex":0.0040115863,"about_ca_system_score_gemma":0.0012754253,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W1529558853","doi":"10.1057/elmr.2008.185","title":"Making senseof Labour ForceSurvey responserates","year":2008,"lang":"en","type":"article","venue":"Economic & Labour Market Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Demographic economics; Current Population Survey; Economics; Population; Survey research; Work (physics); Labour economics; Geography; Socioeconomics; Economic growth; Demography; Sociology; Engineering","score_opus":0.11475376743834892,"score_gpt":0.42011085986095403,"score_spread":0.3053570924226051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529558853","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70336664,0.13325883,0.000010160796,0.018983858,0.0017758516,0.002127169,0.00023993436,0.00033003345,0.13990754],"genre_scores_gemma":[0.30080694,0.4465248,0.00025299488,0.019581228,0.0009394744,0.00041719532,0.000033184282,0.00010324933,0.23134096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957679,0.0018103543,0.001080906,0.00047506244,0.00012203376,0.0007437597],"domain_scores_gemma":[0.9974939,0.0011817173,0.0005035881,0.000565821,0.00013199645,0.00012297119],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035763416,0.00033248475,0.0009166903,0.00008970653,0.0012895043,0.000012047893,0.00029990956,0.0001330215,0.017555844],"category_scores_gemma":[0.0005978591,0.00028904332,0.00018473234,0.00016620207,0.00009367882,0.00020940888,0.000258033,0.00044068065,0.002878607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013493112,0.000022841748,0.29019627,0.003679276,0.00013947305,0.00003752482,0.00046079615,5.626003e-7,0.00000623599,0.006718444,0.6956216,0.0029820355],"study_design_scores_gemma":[0.00035930358,0.00002520608,0.2645771,0.002592621,0.000027100088,0.000012301434,0.00007987073,0.0000046588884,0.0000019979404,0.00028137214,0.73178273,0.00025574968],"about_ca_topic_score_codex":0.00033712853,"about_ca_topic_score_gemma":0.0004602709,"teacher_disagreement_score":0.4025597,"about_ca_system_score_codex":0.00025722585,"about_ca_system_score_gemma":0.0003441312,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W1529618666","doi":"10.7202/013723ar","title":"Experience Rating, Work Injuries and Benefit Costs","year":2006,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workers' compensation; Incentive; Work (physics); Compensation (psychology); Affect (linguistics); Actuarial science; Business; Occupational safety and health; Health care; Rating system; Set (abstract data type); Medicine; Psychology; Economics; Engineering; Computer science; Social psychology","score_opus":0.041788006820329536,"score_gpt":0.35766889818256997,"score_spread":0.31588089136224046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529618666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9345003,0.0010818114,0.00008018446,0.004127626,0.00020838897,0.00032460399,0.000009818739,0.00011718659,0.05955013],"genre_scores_gemma":[0.9542215,0.000064029526,0.00018582339,0.000121608195,0.00024944873,0.00012093748,0.000020895497,0.0000128988995,0.0450029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990313,0.00005129003,0.0003429823,0.00018085843,0.00012919602,0.00026439124],"domain_scores_gemma":[0.99916434,0.0004331795,0.00012312422,0.00015162876,0.00008278854,0.000044921697],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00012848031,0.000118764976,0.00013845983,0.00007387584,0.0017095131,0.000015201756,0.00006435387,0.00021134011,0.00030943227],"category_scores_gemma":[0.00012344342,0.00010456935,0.00002110922,0.00031520278,0.00013569668,0.00013406477,0.00010367083,0.00039337974,0.000093234856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067394326,0.000014561299,0.91869193,0.0000015540572,0.000008540284,5.8324287e-7,0.002888245,0.000010788754,0.000010099188,0.042094246,0.033306267,0.002966433],"study_design_scores_gemma":[0.00044400667,0.00002866622,0.74943644,0.00020691854,0.000022392429,3.9545853e-7,0.009455774,0.000011370657,0.00006681305,0.0040070005,0.2361042,0.00021602679],"about_ca_topic_score_codex":0.00048860407,"about_ca_topic_score_gemma":0.00017255006,"teacher_disagreement_score":0.20279793,"about_ca_system_score_codex":0.00006663585,"about_ca_system_score_gemma":0.00004414986,"threshold_uncertainty_score":0.9995901},"labels":[],"label_agreement":null},{"id":"W1530074993","doi":"","title":"Those Who Serve","year":2007,"lang":"it","type":"article","venue":"Labour / Le Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Hospitality; Restructuring; Accommodation; Immigration; Work (physics); Political science; Human resource management; Human resources; Sociology; Tourism; Economic growth; Business; Engineering; Economics; Psychology; Law","score_opus":0.04434475243363351,"score_gpt":0.35715051664415637,"score_spread":0.31280576421052286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530074993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84569645,0.0126053,0.00032211587,0.021112703,0.0035031193,0.0012858576,0.00020444229,0.00038733304,0.11488269],"genre_scores_gemma":[0.6198077,0.0026378108,0.000119837125,0.004369818,0.0016807127,0.000029564006,0.000024722509,0.00009818716,0.37123165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99560666,0.00050055917,0.0010361532,0.0006230038,0.00052149716,0.0017121348],"domain_scores_gemma":[0.9976576,0.00056674157,0.00034830513,0.0006752072,0.0003403782,0.00041179854],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022951183,0.0004957678,0.00071647216,0.00016400203,0.0018487754,0.000042864136,0.0004312016,0.0005650756,0.0026144062],"category_scores_gemma":[0.00016072275,0.00046289386,0.00021209642,0.0005586963,0.00022142171,0.00022255503,0.00028764017,0.0012403951,0.0030872785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058465137,0.0009856222,0.38629332,0.001788477,0.0007025682,0.00027876516,0.09354026,0.0000032994224,0.0005905054,0.13772167,0.31408507,0.063425764],"study_design_scores_gemma":[0.0016311143,0.00016963268,0.5054639,0.0006567803,0.00006379097,0.0000016929322,0.011736967,0.0000042533866,0.00019800605,0.0011210475,0.47850677,0.0004460268],"about_ca_topic_score_codex":0.005057497,"about_ca_topic_score_gemma":0.0067093354,"teacher_disagreement_score":0.25634897,"about_ca_system_score_codex":0.00015428473,"about_ca_system_score_gemma":0.00034702948,"threshold_uncertainty_score":0.99978226},"labels":[],"label_agreement":null},{"id":"W1532011279","doi":"10.1080/14616742.2014.941252","title":"“Cripping” the World Bank","year":2014,"lang":"en","type":"article","venue":"International Feminist Journal of Politics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"World Bank Group","keywords":"Technocracy; Empowerment; Flexibility (engineering); Promotion (chess); Order (exchange); Economics; Political science; Sociology; Economic growth; Finance; Politics; Management","score_opus":0.053043961097029475,"score_gpt":0.4281048180416907,"score_spread":0.37506085694466124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532011279","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10647608,0.00015922666,0.0007777867,0.11561542,0.010148372,0.00014691266,0.000038030623,0.000026793687,0.7666114],"genre_scores_gemma":[0.9553681,0.000019599373,0.00016015464,0.0073188483,0.0043771463,0.000004068663,0.0000021853577,0.000012654107,0.03273726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846905,0.00017092808,0.00063548743,0.000064975204,0.00040898993,0.00025054012],"domain_scores_gemma":[0.997701,0.0011314368,0.00046618163,0.00012263666,0.000498455,0.000080296915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084595097,0.00009258451,0.00016572818,0.00012683403,0.00045004478,0.00001900933,0.00043212518,0.000038868013,0.00043978274],"category_scores_gemma":[0.0006924744,0.000057076963,0.000108319065,0.00007075612,0.00010546563,0.00006352349,0.000104568106,0.00045222358,0.00009956704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024908411,0.000043832744,0.16285138,0.000019511339,0.00016985238,0.000007540637,0.0020078141,0.0000046820733,0.000043228083,0.60879064,0.22528078,0.00075582496],"study_design_scores_gemma":[0.00040255062,0.0000485885,0.02769328,0.00014098793,0.000027936087,0.00001611882,0.0009916861,0.000026229265,0.00003431957,0.01829663,0.95225936,0.00006231274],"about_ca_topic_score_codex":0.000026498223,"about_ca_topic_score_gemma":0.000059298305,"teacher_disagreement_score":0.848892,"about_ca_system_score_codex":0.00012485046,"about_ca_system_score_gemma":0.00009920821,"threshold_uncertainty_score":0.48153126},"labels":[],"label_agreement":null},{"id":"W153225190","doi":"10.1093/pch/14.10.685","title":"Is a pan-Canadian early child development system possible? Yes, when we redress what ails Canadian culture","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Columbia College; Learning Partnership","funders":"","keywords":"Redress; Status quo; Vulnerability (computing); Economic Justice; Economic growth; Investment (military); Development economics; Political science; Economics; Law","score_opus":0.029051154448383774,"score_gpt":0.3206156508370092,"score_spread":0.2915644963886254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W153225190","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03345611,0.15709746,0.000045502977,0.6910207,0.0062995604,0.0077605434,0.0007917896,0.0008173666,0.102710955],"genre_scores_gemma":[0.882343,0.031581454,0.0008222244,0.076162964,0.0035155686,0.0002520314,0.00035714416,0.00012859658,0.0048370333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935146,0.00051905285,0.0014068702,0.00087569386,0.00073460885,0.002949153],"domain_scores_gemma":[0.99552476,0.000103405335,0.00055220386,0.00070304587,0.00035615556,0.0027603963],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014287845,0.0006219792,0.0009005223,0.00094366045,0.0073284563,0.00016536438,0.00063789304,0.0005926385,0.00018014692],"category_scores_gemma":[0.000080630234,0.0005527938,0.00017397538,0.00096204336,0.000043390763,0.00051420054,0.00009824119,0.001719773,0.00092427246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000034272598,0.000093889124,0.23915015,0.0015118744,0.00015696202,0.000058659356,0.1537165,0.0000012399225,1.4978112e-7,0.0064554736,0.55470496,0.044115845],"study_design_scores_gemma":[0.00093457,0.00018113,0.36142343,0.0022924321,0.0000441787,0.000008300289,0.008469477,0.0000034425138,0.0000012637041,0.00030093035,0.62573797,0.0006028999],"about_ca_topic_score_codex":0.65584725,"about_ca_topic_score_gemma":0.89910215,"teacher_disagreement_score":0.84888685,"about_ca_system_score_codex":0.0039563235,"about_ca_system_score_gemma":0.0064587616,"threshold_uncertainty_score":0.9998673},"labels":[],"label_agreement":null},{"id":"W1533080505","doi":"","title":"Gender Differences in Quits and Absenteeism in Canada","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Absenteeism; Wage; Demographic economics; Gender gap; Sick leave; Demography; Significant difference; Hourly wage; Labour economics; Psychology; Economics; Medicine; Social psychology; Sociology","score_opus":0.1303119450188224,"score_gpt":0.4190932054168842,"score_spread":0.28878126039806185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533080505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083577,0.0006137301,1.6637922e-7,0.0010761168,0.0005779641,0.0009803663,0.00003634174,0.000010592438,0.08834704],"genre_scores_gemma":[0.9797333,0.017232664,0.000025380416,0.0002423779,0.00010684416,0.00021588308,0.000020047844,0.000032973952,0.002390542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625826,0.0005717586,0.0009431807,0.00072383595,0.00026969353,0.0012333012],"domain_scores_gemma":[0.9977281,0.0014599117,0.00016020668,0.00042370416,0.00006775023,0.00016033073],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00233055,0.00027355197,0.0006806304,0.00062840077,0.00022763075,0.000017401666,0.0003649505,0.00039322168,0.00011886155],"category_scores_gemma":[0.00033182517,0.0002688694,0.000037723104,0.00013457483,0.00015319441,0.000048595037,0.0016202601,0.0032120459,0.000004370374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038780625,0.000032103893,0.97557455,0.00035528257,0.000026653046,0.000058249916,0.0028388149,0.000050254584,0.0000020175894,0.00024815198,0.00020201544,0.020573113],"study_design_scores_gemma":[0.0006618641,0.000015249816,0.98087263,0.00053065113,0.0000019453428,3.584337e-7,0.0119036995,0.00028085598,0.0000010865967,0.0014506808,0.0040322123,0.0002487948],"about_ca_topic_score_codex":0.7774801,"about_ca_topic_score_gemma":0.9925892,"teacher_disagreement_score":0.21510904,"about_ca_system_score_codex":0.0035508582,"about_ca_system_score_gemma":0.0034515841,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W1533843306","doi":"10.1111/j.1536-7150.2004.00311.x","title":"Economic and Social Correlates of Re‐Employment Following Job Displacement","year":2004,"lang":"en","type":"article","venue":"American Journal of Economics and Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Displacement (psychology); Displaced workers; Demographic economics; Social capital; Human capital; Job loss; Affect (linguistics); Economics; Labour economics; Sociology; Psychology; Unemployment; Economic growth; Social science","score_opus":0.03039444955341803,"score_gpt":0.35397369555594743,"score_spread":0.3235792460025294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533843306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909934,0.00046872048,0.000027945962,0.0075834133,0.00046386552,0.00009209265,0.0000085877955,0.0000028616146,0.00035915093],"genre_scores_gemma":[0.9965145,0.002627534,0.00012882947,0.0004876463,0.00017765955,0.0000043985,0.0000014781318,0.000010649678,0.00004728246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893636,0.00010553965,0.00061159953,0.00011187958,0.000019621326,0.00021501438],"domain_scores_gemma":[0.9988626,0.00024942722,0.00075657223,0.00004816125,0.000026844516,0.000056349185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047698893,0.00010397457,0.00056082796,0.00006290426,0.00032718803,0.000003170903,0.00006599674,0.000063667925,0.000019770889],"category_scores_gemma":[0.000012174558,0.000090157526,0.00010257588,0.000009489384,0.00046517167,0.00006226198,0.00008140864,0.00020973985,0.0000027910035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017211003,0.00003369306,0.8935118,0.000022401533,0.0006891388,0.0000035466335,0.035983626,0.00010153711,0.000042820044,0.06558489,0.0003423914,0.0035120992],"study_design_scores_gemma":[0.009443,0.0049157282,0.7500251,0.00018872156,0.00046091774,0.00002169341,0.12917109,0.000045760982,0.000025182188,0.090589195,0.014478276,0.0006353458],"about_ca_topic_score_codex":0.00022866427,"about_ca_topic_score_gemma":0.00013516928,"teacher_disagreement_score":0.14348666,"about_ca_system_score_codex":0.0001572913,"about_ca_system_score_gemma":0.00013286782,"threshold_uncertainty_score":0.36765173},"labels":[],"label_agreement":null},{"id":"W1535969203","doi":"","title":"Work Hours Instability in Canada","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Work hours; Work (physics); Working hours; Demographic economics; Equity (law); Working time; Inequality; Panel Study of Income Dynamics; Economics; Labour economics; Political science; Engineering; Mathematics","score_opus":0.07020478279930882,"score_gpt":0.3963462768590067,"score_spread":0.3261414940596979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535969203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79413176,0.00021074929,1.7138659e-7,0.0017683707,0.0009777775,0.0013754059,0.000086552405,0.000026686475,0.20142254],"genre_scores_gemma":[0.99137604,0.0028290527,0.0000648484,0.00022487015,0.00032601706,0.0009474714,0.00009367707,0.00006269805,0.004075305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948135,0.0011717612,0.0012047162,0.000924977,0.00034774342,0.0015373103],"domain_scores_gemma":[0.9967469,0.0016779213,0.00024122557,0.0010180938,0.00014345518,0.00017242921],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002890829,0.00033809338,0.0007892541,0.00037731955,0.00040284166,0.000019278643,0.00064525177,0.0004882374,0.00020909916],"category_scores_gemma":[0.00061712763,0.00035342862,0.00009770177,0.00024804941,0.0001981309,0.000053704007,0.0020952856,0.004743751,0.000013994598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007432238,0.000057109355,0.95439243,0.00021557849,0.000026710219,0.00002747292,0.0005583715,0.0017101088,3.099032e-7,0.000047899684,0.0027141867,0.040175524],"study_design_scores_gemma":[0.0005921004,0.000015035772,0.96646315,0.00074047333,0.0000033730619,1.2919288e-7,0.0024982737,0.000082701845,0.0000012340267,0.0009648583,0.028293757,0.00034492614],"about_ca_topic_score_codex":0.9155869,"about_ca_topic_score_gemma":0.995936,"teacher_disagreement_score":0.19734724,"about_ca_system_score_codex":0.0122092,"about_ca_system_score_gemma":0.009286179,"threshold_uncertainty_score":0.99989176},"labels":[],"label_agreement":null},{"id":"W1537055532","doi":"","title":"Economic Change and Worker Displacement in Canada: Consequences and Policy Responses","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Displaced workers; Salient; Labour economics; Displacement (psychology); Job loss; Theme (computing); Economics; Unemployment; Political science; Economic growth; Psychology","score_opus":0.12938190025936755,"score_gpt":0.4297921479784081,"score_spread":0.30041024771904057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537055532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629553,0.0015246341,2.8349671e-8,0.014565042,0.0003845482,0.0016202949,0.0001932784,0.000014423637,0.018742481],"genre_scores_gemma":[0.8325114,0.16316041,0.000024016601,0.00047208436,0.00032911683,0.0011458806,0.000022508215,0.00003626113,0.0022982887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963057,0.00088457443,0.00079797604,0.0007968158,0.00015628395,0.0010586695],"domain_scores_gemma":[0.9974875,0.00158582,0.00021413951,0.0004470611,0.000044460332,0.000221045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014860198,0.00031982394,0.0006917418,0.00062972284,0.0005208978,0.000025680649,0.00026226265,0.00030341986,0.000060226994],"category_scores_gemma":[0.0003706335,0.00031890217,0.000036775982,0.00007555724,0.0007298853,0.00008650303,0.0017513916,0.0016678176,0.000005193462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00030273522,0.000020136162,0.95862275,0.00022759673,0.0000655704,0.00006451181,0.0035126351,0.000051252744,0.0000027647009,0.00067282247,0.00054201327,0.035915215],"study_design_scores_gemma":[0.0011960545,0.00006764787,0.9409166,0.0009913782,0.000006545848,0.0000066324073,0.007893353,0.0003065635,0.000003770517,0.0014699207,0.046664942,0.00047658852],"about_ca_topic_score_codex":0.8344319,"about_ca_topic_score_gemma":0.97689974,"teacher_disagreement_score":0.16163579,"about_ca_system_score_codex":0.005571562,"about_ca_system_score_gemma":0.007843159,"threshold_uncertainty_score":0.9999263},"labels":[],"label_agreement":null},{"id":"W1537239962","doi":"10.17848/9780880992275.vol1ch7","title":"Supply of Hours per Day and Days per Week--Evidence from the Canadian Labour Market Activity Survey","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Unemployment; Working hours; Labour economics; Distribution (mathematics); Demographic economics; Economics; Inequality; Economic growth; Finance; Mathematics","score_opus":0.10319305426031684,"score_gpt":0.35649963401307955,"score_spread":0.2533065797527627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537239962","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064868666,0.0029522262,0.000007916245,0.023896236,0.00087969,0.0014092185,0.0039241905,0.000058871326,0.902003],"genre_scores_gemma":[0.2900431,0.004468844,0.000018911203,0.0011919014,0.00032843446,0.0000300317,0.00007788381,0.00005809255,0.7037828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734807,0.00076421193,0.00042201317,0.0004984342,0.00039012003,0.00057712366],"domain_scores_gemma":[0.9940773,0.0043847812,0.00030100465,0.0006183183,0.00035771664,0.0002608451],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020684637,0.00042083618,0.0006666497,0.000108556684,0.001241743,0.00002303237,0.00035792877,0.0004836625,0.028226156],"category_scores_gemma":[0.0003166558,0.00027499956,0.00010204202,0.000036484125,0.00028962395,0.00013659555,0.00031540453,0.0009694639,0.00013582362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053154523,0.0000074646505,0.6583604,0.000048685568,0.00015630474,0.0000049567548,0.0017140085,3.089111e-8,0.0000025229724,0.0024779676,0.33619547,0.0009789998],"study_design_scores_gemma":[0.00015694642,0.000026132526,0.7117625,0.00052615243,0.00006464164,3.132028e-7,0.00023296251,5.136742e-7,8.2959383e-7,0.0007553058,0.28624186,0.00023183083],"about_ca_topic_score_codex":0.9029531,"about_ca_topic_score_gemma":0.99293613,"teacher_disagreement_score":0.22517441,"about_ca_system_score_codex":0.00023147618,"about_ca_system_score_gemma":0.0009026296,"threshold_uncertainty_score":0.9999702},"labels":[],"label_agreement":null},{"id":"W1537943999","doi":"10.1108/01437720210428397","title":"Rethinking the union membership/job satisfaction relationship","year":2002,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Job satisfaction; Ordered probit; Psychology; Demographic economics; Control (management); Sample (material); Social psychology; Probit model; Differential (mechanical device); Economics; Econometrics; Management","score_opus":0.13231265789995475,"score_gpt":0.40748161469956623,"score_spread":0.2751689567996115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537943999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7847186,0.00066191633,0.0006264564,0.11473421,0.009177643,0.00021389785,0.000004740755,0.000040906536,0.08982164],"genre_scores_gemma":[0.98921907,0.00021494052,0.00011571589,0.0012684704,0.0011841129,0.000005022746,0.0000011536002,0.000011974209,0.0079795355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819714,0.0003972292,0.0005516373,0.00007900084,0.00061974424,0.00015525683],"domain_scores_gemma":[0.99784374,0.00085519266,0.0005339627,0.00010776654,0.00061899814,0.00004036364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012364897,0.00008839006,0.00011853597,0.00013974613,0.0004652981,0.000021927593,0.000274292,0.0000855832,0.0023091307],"category_scores_gemma":[0.0005383304,0.000055925637,0.00010234643,0.00009030507,0.00004793425,0.00030004076,0.0000739778,0.00072881737,0.00020785791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004501069,0.000018577084,0.85167354,0.0000069281964,0.00017878976,0.000019999694,0.009171644,0.000023134711,0.000033257147,0.021399446,0.11336234,0.0040673],"study_design_scores_gemma":[0.0008389224,0.00005455615,0.886984,0.00025053092,0.0000419967,0.00003775387,0.0016879707,0.00004725006,0.0000114399945,0.016953435,0.09299162,0.00010053444],"about_ca_topic_score_codex":0.00006767752,"about_ca_topic_score_gemma":0.00013328675,"teacher_disagreement_score":0.20450048,"about_ca_system_score_codex":0.00018955702,"about_ca_system_score_gemma":0.000024228055,"threshold_uncertainty_score":0.99860287},"labels":[],"label_agreement":null},{"id":"W1538226203","doi":"","title":"Poverty Impacts of Trade, Macro-Economic and Social Policy - Canada and the United States in the 1990's","year":2001,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generosity; Unemployment; Poverty; Economics; Optimal distinctiveness theory; Welfare; Social policy; Welfare state; Development economics; Demographic economics; Political science; Economic growth; Politics","score_opus":0.048283206854452476,"score_gpt":0.3982172075013021,"score_spread":0.3499340006468496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538226203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395293,0.00025327614,3.632445e-8,0.048306696,0.00013441121,0.0012133125,0.00030101236,0.000006900132,0.010255065],"genre_scores_gemma":[0.960292,0.036366053,0.0000035485193,0.0023183825,0.00030388654,0.00020718577,0.00010666264,0.00003049999,0.00037179334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965076,0.0013875038,0.0007488084,0.00039337133,0.00016784923,0.00079488265],"domain_scores_gemma":[0.9967541,0.002462843,0.0002822704,0.00038639933,0.000035938836,0.000078467194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029699174,0.0002449656,0.0006110232,0.00034941398,0.0006378667,0.00003570571,0.0004399133,0.00026098156,0.000029301953],"category_scores_gemma":[0.00027416076,0.00015981212,0.00005952373,0.00013370236,0.0006740364,0.000044750883,0.0009100676,0.0019248312,5.146335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001337175,0.00011160671,0.86834836,0.0014082605,0.0004834628,0.000033370357,0.07363869,0.0006710468,0.0000047855106,0.0087668095,0.014464196,0.03073225],"study_design_scores_gemma":[0.0047572814,0.00007488236,0.8347833,0.00031293338,0.00002629205,0.0000047914764,0.04973286,0.0015236737,0.0000025693014,0.009388098,0.09895479,0.00043853084],"about_ca_topic_score_codex":0.8764026,"about_ca_topic_score_gemma":0.9144928,"teacher_disagreement_score":0.0844906,"about_ca_system_score_codex":0.0012520738,"about_ca_system_score_gemma":0.0021312921,"threshold_uncertainty_score":0.83625406},"labels":[],"label_agreement":null},{"id":"W1538534626","doi":"","title":"Unemployment Compensation and Adjustment Assistance for Displaced Workers: Policy Options for Canada","year":2011,"lang":"en","type":"preprint","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Displaced workers; Unemployment; Earnings; Job loss; Labour economics; Wage; Compensation (psychology); Economics; Demographic economics; Psychology; Economic growth","score_opus":0.10373918239196067,"score_gpt":0.4413127307543087,"score_spread":0.33757354836234804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538534626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46992552,0.018814106,0.058192447,0.3187467,0.020112218,0.064604774,0.0048953914,0.0010695524,0.043639317],"genre_scores_gemma":[0.68842494,0.003150271,0.023377677,0.0055864463,0.005769828,0.0403334,0.0025395416,0.00040148993,0.23041639],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980751,0.00013324962,0.0005015545,0.0005042769,0.00019533736,0.0005904687],"domain_scores_gemma":[0.9979988,0.0007009396,0.0004685923,0.00039970613,0.00027766867,0.00015432556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036318204,0.00033685067,0.00049844943,0.00008791469,0.00087432645,0.000011604032,0.00016446078,0.000239224,0.00007085661],"category_scores_gemma":[0.00021815086,0.0003090047,0.00009597238,0.000071656155,0.000056636945,0.00003148147,0.00038147627,0.00035422764,0.0000032442194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011399251,0.00021452409,0.042491525,0.00572526,0.0010772161,0.0000015307186,0.027001875,0.00021470897,0.00007142304,0.1205575,0.7967869,0.004717633],"study_design_scores_gemma":[0.005893739,0.00035047418,0.21908095,0.0026981714,0.0007701502,5.4821146e-7,0.021879906,0.00057906733,0.000083570565,0.020867681,0.7262291,0.0015666952],"about_ca_topic_score_codex":0.44693387,"about_ca_topic_score_gemma":0.7150647,"teacher_disagreement_score":0.31316024,"about_ca_system_score_codex":0.0010710647,"about_ca_system_score_gemma":0.001646421,"threshold_uncertainty_score":0.9999362},"labels":[],"label_agreement":null},{"id":"W1538717324","doi":"","title":"Low-paid Work and Economically Vulnerable Families over the Last Two Decades","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Earnings; Demographic economics; Educational attainment; Immigration; Position (finance); Low income; Labour economics; Work (physics); Economics; Political science; Economic growth","score_opus":0.050570905408274386,"score_gpt":0.4048283805603326,"score_spread":0.3542574751520582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538717324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87266725,0.0006549358,7.3640666e-7,0.0047972356,0.000653316,0.0014583309,0.00005217497,0.00006680452,0.1196492],"genre_scores_gemma":[0.9416977,0.041707553,0.0001744536,0.001022132,0.0015101711,0.0012102656,0.000042564214,0.00011544027,0.012519683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99511075,0.0012546692,0.0010435457,0.0010027416,0.00021430981,0.001373982],"domain_scores_gemma":[0.9944987,0.003845439,0.00029297243,0.0010311597,0.00012180372,0.00020992172],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0040069213,0.0004448969,0.00077685714,0.00036105898,0.0017102892,0.000119134624,0.0007839831,0.0005492116,0.00042361574],"category_scores_gemma":[0.00060605427,0.00035307437,0.00015765868,0.00012583006,0.00071777357,0.00013371029,0.0033006966,0.00506204,0.00007226766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002997183,0.00016530565,0.7965853,0.00055528036,0.00039401537,0.000011676969,0.007053729,0.0032042838,0.000018627672,0.0033908284,0.0055946787,0.18272652],"study_design_scores_gemma":[0.0024255114,0.000098810495,0.5633729,0.0013641181,0.00003654273,0.0000015386055,0.00815165,0.0006983415,0.000025342328,0.0051432177,0.41768932,0.0009927073],"about_ca_topic_score_codex":0.00032239655,"about_ca_topic_score_gemma":0.0066535696,"teacher_disagreement_score":0.41209465,"about_ca_system_score_codex":0.0009710943,"about_ca_system_score_gemma":0.0006267724,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W1539454876","doi":"","title":"La précarité en emploi et la flexicurité","year":2012,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.015897766372740648,"score_gpt":0.2772287623805182,"score_spread":0.26133099600777754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539454876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8148084,0.04276235,0.00032540757,0.07417564,0.0015583304,0.00075706426,0.00013278544,0.0003359708,0.06514402],"genre_scores_gemma":[0.9588235,0.007270225,0.0005252809,0.0018811364,0.0010518347,0.00003459185,0.000039410897,0.0001338196,0.030240202],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227566,0.0045364215,0.0005433717,0.00054935616,0.000502053,0.0015931521],"domain_scores_gemma":[0.99335355,0.0047869505,0.00031031898,0.00067024364,0.00015187898,0.0007270765],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020204368,0.0006351314,0.00072439434,0.00030954904,0.0017058279,0.00003676841,0.0006199097,0.0007497822,0.0014223423],"category_scores_gemma":[0.00035304233,0.00066872494,0.00040440593,0.00043464158,0.0006361565,0.0009948472,0.0013665776,0.0021002265,0.002018149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020291405,0.0006693879,0.17967708,0.00035598237,0.0004927694,0.00020322663,0.5747926,0.0000074088653,0.000034484096,0.12969433,0.053937633,0.059932128],"study_design_scores_gemma":[0.00150519,0.00013410757,0.2708752,0.00038674864,0.00034647417,0.000062202285,0.08539841,0.000032428492,0.0000049943756,0.0015218102,0.639187,0.00054548134],"about_ca_topic_score_codex":0.35855964,"about_ca_topic_score_gemma":0.39056006,"teacher_disagreement_score":0.5852493,"about_ca_system_score_codex":0.00054936414,"about_ca_system_score_gemma":0.0007484474,"threshold_uncertainty_score":0.9995938},"labels":[],"label_agreement":null},{"id":"W1540228703","doi":"10.3968/4328","title":"A Research on Index System for Measuring the Employment Quality of Chinese University Graduates","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Quality (philosophy); China; Foundation (evidence); Term (time); Higher education; University education; Business; Sociology; Political science; Computer science; Economic growth; Economics; Law","score_opus":0.21358058365867616,"score_gpt":0.46962862521193643,"score_spread":0.2560480415532603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540228703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8887114,0.00000959102,0.000042500556,0.006484056,0.000293113,0.00064222835,0.000035943845,0.000021442456,0.103759736],"genre_scores_gemma":[0.9987732,0.0000012934946,0.0000035760502,0.00013215277,0.0001759475,0.000018457364,7.275914e-7,0.0000043862915,0.0008902513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802846,0.0005830882,0.00015734053,0.00018872517,0.0004814092,0.0005609748],"domain_scores_gemma":[0.9983702,0.0007245016,0.00008199903,0.00015739542,0.0004927889,0.00017316092],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006579817,0.00006164911,0.00014259543,0.00016349743,0.0059143477,0.000009557364,0.0004525744,0.000048109247,0.000005364565],"category_scores_gemma":[0.0005232568,0.000042806976,0.0000418566,0.0007762418,0.00063977664,0.000057663252,0.00008898839,0.00020593032,0.000009446543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033935466,0.000009414489,0.6770599,0.00012150221,0.000010407171,3.5081501e-7,0.01165214,0.0000010504968,0.00011181998,0.3071717,0.0025136464,0.0013141427],"study_design_scores_gemma":[0.00043296808,0.0000677989,0.9124363,0.00009870401,0.000004182174,3.2381188e-8,0.06121899,0.000042310796,0.000024051365,0.0016376588,0.02392655,0.000110421286],"about_ca_topic_score_codex":0.10515577,"about_ca_topic_score_gemma":0.20515019,"teacher_disagreement_score":0.30553403,"about_ca_system_score_codex":0.0010706676,"about_ca_system_score_gemma":0.0007373206,"threshold_uncertainty_score":0.9953798},"labels":[],"label_agreement":null},{"id":"W1540428044","doi":"10.1111/j.1471-0366.2011.00343.x","title":"The Changing Political Economy of Occupational Health and Safety in Fisheries: Lessons from Eastern Canada and South Africa","year":2012,"lang":"en","type":"article","venue":"Journal of Agrarian Change","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission; Memorial University of Newfoundland; University of Toronto","funders":"","keywords":"Livelihood; Overfishing; Occupational safety and health; Politics; Globalization; Fishery; Economic growth; Business; Political science; Agriculture; Economy; Geography; Economics; Fishing","score_opus":0.16240719661281186,"score_gpt":0.3768460063078809,"score_spread":0.21443880969506904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540428044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79846513,0.014720705,0.00008137874,0.1813392,0.0011262151,0.0005679841,0.00032901712,0.000006527943,0.0033638226],"genre_scores_gemma":[0.9974455,0.00017676494,0.000036102156,0.0015702837,0.000670968,0.000009319622,0.00000475646,0.0000054636143,0.00008080495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987044,0.00018485355,0.0004513869,0.00006183105,0.00012293766,0.00047463473],"domain_scores_gemma":[0.9987934,0.0004938201,0.0003620863,0.00006097515,0.00006355802,0.00022612575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068527635,0.00008187105,0.00025045528,0.00007379296,0.0004138285,0.0000067034825,0.00006181725,0.00004180283,0.000019564352],"category_scores_gemma":[0.00007223574,0.000054064723,0.000022463715,0.00006757671,0.00006613827,0.00015019046,0.00008785167,0.00022810002,4.2401447e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114719245,0.000014239368,0.9189261,0.00006024911,0.000039024413,0.0000017245253,0.06414098,1.1743008e-8,2.703161e-7,0.01383447,0.0016403736,0.0012278116],"study_design_scores_gemma":[0.0007028778,0.00006643312,0.89317214,0.00023599569,0.00001316805,0.0000023242394,0.05125089,0.000006888994,6.1110035e-7,0.0009633721,0.05351391,0.00007140616],"about_ca_topic_score_codex":0.047291752,"about_ca_topic_score_gemma":0.15856332,"teacher_disagreement_score":0.19898039,"about_ca_system_score_codex":0.00014056517,"about_ca_system_score_gemma":0.00040006547,"threshold_uncertainty_score":0.95905244},"labels":[],"label_agreement":null},{"id":"W1540637492","doi":"","title":"Life After the High-tech Downturn: Permanent Layoffs and Earnings Losses of Displaced Workers","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layoff; Earnings; Recession; Labour economics; Displaced workers; Manufacturing sector; Attrition; High tech; Demographic economics; Business; Economics; Unemployment; Economic growth; Geography; Finance","score_opus":0.04389655826284583,"score_gpt":0.39558525868206884,"score_spread":0.351688700419223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540637492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96508414,0.00072824216,0.0000010765738,0.0055121905,0.00055691536,0.0016064758,0.00006003145,0.000037237176,0.02641368],"genre_scores_gemma":[0.9768846,0.013457839,0.00007221069,0.0003689268,0.000404053,0.0006951193,0.000034424796,0.00006473442,0.00801811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619067,0.0007239511,0.0009895643,0.00070616574,0.00036944402,0.0010202209],"domain_scores_gemma":[0.9960727,0.0022309774,0.00039690398,0.000833781,0.00020626908,0.00025934758],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003686407,0.0003488965,0.00070807076,0.0003788518,0.00061115745,0.00003470271,0.000525288,0.0005968989,0.0002743957],"category_scores_gemma":[0.0010677414,0.00025876996,0.00013645824,0.000140224,0.0007683402,0.00006513244,0.002672462,0.0034686788,0.00002021108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007562783,0.00007507024,0.9806183,0.0009484946,0.00023538743,0.00001436469,0.006548214,0.00015417946,0.000018656241,0.00018163612,0.0017674587,0.008681975],"study_design_scores_gemma":[0.0009714881,0.00010526502,0.9189423,0.0012413247,0.000033514654,0.0000013670177,0.010523955,0.000056586163,0.000016750711,0.00052821054,0.06718613,0.00039315663],"about_ca_topic_score_codex":0.0011418826,"about_ca_topic_score_gemma":0.0014549947,"teacher_disagreement_score":0.065418676,"about_ca_system_score_codex":0.00045897605,"about_ca_system_score_gemma":0.00069145067,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W1541248229","doi":"10.1016/j.labeco.2016.05.014","title":"The effect of job loss on health: Evidence from biomarkers","year":2016,"lang":"en","type":"article","venue":"Labour Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"National Institute on Aging","keywords":"Layoff; Job loss; Context (archaeology); Closure (psychology); Matching (statistics); Demographic economics; Biomarker; Unemployment; Economics; Medicine; Biology; Economic growth","score_opus":0.043783751954628004,"score_gpt":0.37790802284969466,"score_spread":0.33412427089506663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541248229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410225,0.0008362196,0.000010285189,0.05580219,0.0010530518,0.0004257806,0.00010851363,0.000030586616,0.0007108321],"genre_scores_gemma":[0.98994315,0.006918705,0.000017650078,0.00078583235,0.0002502381,0.000066452034,0.0000015920825,0.000018140712,0.0019982485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985666,0.00041574796,0.00042485291,0.00019571133,0.00005058243,0.00034648273],"domain_scores_gemma":[0.99276334,0.0064698528,0.0003062228,0.00036087417,0.000030758903,0.000068971574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009860988,0.00012187818,0.00027856813,0.000026877015,0.0006045733,0.0000053653307,0.00021992918,0.00006959283,0.00011907432],"category_scores_gemma":[0.00036972834,0.0000604109,0.00006568913,0.000039734812,0.00011012684,0.00007818498,0.000110696375,0.000111937705,0.00033692596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043854312,0.0000052955725,0.9464495,0.00006975045,0.00013433344,4.2833463e-7,0.00057541096,9.515908e-7,0.0000640137,0.013897962,0.00750333,0.030860487],"study_design_scores_gemma":[0.0023250026,0.0010101352,0.8331795,0.0017678981,0.00002485567,1.7380813e-7,0.00036590663,0.0000037461432,0.0012419499,0.016161224,0.14366743,0.00025218583],"about_ca_topic_score_codex":0.0014657197,"about_ca_topic_score_gemma":0.0020687566,"teacher_disagreement_score":0.1361641,"about_ca_system_score_codex":0.00017940966,"about_ca_system_score_gemma":0.00008762213,"threshold_uncertainty_score":0.464995},"labels":[],"label_agreement":null},{"id":"W1541647639","doi":"","title":"International approaches to high performance working","year":2011,"lang":"en","type":"article","venue":"Durham Research Online (Durham University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Business; Raising (metalworking); Public relations; Political science; Engineering; Finance; Mechanical engineering","score_opus":0.6076927636313744,"score_gpt":0.4309662782133588,"score_spread":0.17672648541801556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541647639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71754485,0.000018047538,0.0001166493,0.007531363,0.0005131822,0.00060007354,0.000029885981,0.000146861,0.27349907],"genre_scores_gemma":[0.923034,0.00034399223,0.0018618491,0.00019105303,0.0005700115,0.00001262481,0.00006488732,0.000029556888,0.073892035],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720037,0.000446475,0.0002707276,0.00047960095,0.00067067135,0.00093217153],"domain_scores_gemma":[0.99859,0.00027339812,0.0000827627,0.00038483317,0.0003917862,0.00027720854],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009599499,0.00018597618,0.00024089402,0.0010696707,0.001516749,0.000013115549,0.0008929641,0.00015935473,0.0012697405],"category_scores_gemma":[0.00018302402,0.00018052298,0.000064199645,0.0012080331,0.00019000095,0.00028259825,0.0013739287,0.0010906734,0.0005395875],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014584323,0.0009286876,0.8434882,0.00020097713,0.00036484143,0.00022355418,0.019031594,0.000020168087,0.00018643237,0.0730903,0.022596069,0.038410738],"study_design_scores_gemma":[0.001074495,0.0002543551,0.29730022,0.00027309963,0.000016285754,0.0000011046869,0.01192232,0.00017535889,0.0000933454,0.000288725,0.6883019,0.00029877925],"about_ca_topic_score_codex":0.00076981867,"about_ca_topic_score_gemma":0.00049394445,"teacher_disagreement_score":0.66570586,"about_ca_system_score_codex":0.00042334062,"about_ca_system_score_gemma":0.00019997063,"threshold_uncertainty_score":0.99978316},"labels":[],"label_agreement":null},{"id":"W1542213399","doi":"","title":"The new trend of Canadian nursing education and baccalaureate-diploma wage differentials in Quebec","year":2009,"lang":"en","type":"article","venue":"Economics bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Baccalaureate Degree; Wage; Census; Economic shortage; Rest (music); Demographic economics; Nursing; Nursing shortage; Nurse education; Medicine; Economics; Demography; Higher education; Labour economics; Economic growth; Sociology; Accounting","score_opus":0.02416647603436087,"score_gpt":0.3318510641912024,"score_spread":0.3076845881568415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542213399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8648468,0.0008131887,7.708078e-7,0.09654438,0.00034207263,0.0002536302,0.000007094653,0.000008945571,0.037183102],"genre_scores_gemma":[0.9777841,0.0008763378,0.000043905635,0.0006283538,0.00020230375,0.0000127570365,0.000012596746,0.000009594309,0.020430062],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991641,0.00008569691,0.00033295248,0.0001319454,0.00002015685,0.00026513578],"domain_scores_gemma":[0.9994807,0.00015254346,0.00011203692,0.00013168175,0.000013402058,0.00010958268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018848086,0.000089501336,0.00017420936,0.00016862314,0.00034402747,0.000014551671,0.00008087817,0.00007300436,0.00022902156],"category_scores_gemma":[0.000035205965,0.00007233505,0.00002383759,0.000058400296,0.000042244657,0.000024089517,0.000013819506,0.00012870357,0.00003375861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077724835,0.00013548849,0.11644948,0.000024961348,0.00003641093,7.511878e-7,0.018883139,0.000004357223,0.000059632457,0.07946959,0.44903597,0.3358225],"study_design_scores_gemma":[0.00039655835,0.000025528358,0.6125442,0.00015057968,0.000010310076,2.488566e-7,0.0028990633,0.000003979394,0.000020090618,0.0046024136,0.37925032,0.000096721735],"about_ca_topic_score_codex":0.42166823,"about_ca_topic_score_gemma":0.90691125,"teacher_disagreement_score":0.49609473,"about_ca_system_score_codex":0.00019556834,"about_ca_system_score_gemma":0.00033484184,"threshold_uncertainty_score":0.58218294},"labels":[],"label_agreement":null},{"id":"W1542468874","doi":"","title":"Women Returning to Employment, Education and Training in Ireland: An Analysis of Transitions*","year":2004,"lang":"en","type":"article","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Justice","keywords":"Irish; Labour supply; Labour economics; Work (physics); Quarter (Canadian coin); Stock (firearms); Demographic economics; Transition (genetics); Economics; Supply and demand; Geography; Engineering","score_opus":0.2333563050256215,"score_gpt":0.5096146567236374,"score_spread":0.2762583516980159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542468874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774568,0.000082133665,0.00022604146,0.014244595,0.00024475544,0.003176627,0.00040521883,0.00010609195,0.0040577417],"genre_scores_gemma":[0.99511445,0.00011388526,0.00035058436,0.00088025554,0.0002378917,0.001665149,0.00015873818,0.00004953613,0.0014295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930514,0.0017587434,0.0013789686,0.00095367915,0.0012471114,0.001610093],"domain_scores_gemma":[0.99562603,0.0011789838,0.0002419879,0.00075484515,0.0012024672,0.0009956949],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0062558595,0.00038283956,0.0011831241,0.0059241434,0.0015881828,0.000143472,0.00089932233,0.00029264082,0.00035720135],"category_scores_gemma":[0.001760139,0.0003763975,0.0001438329,0.00898608,0.00018700419,0.0010771125,0.00067740155,0.0015059056,0.000044019478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043837316,0.0036728322,0.5498339,0.00088462164,0.001527885,0.00008150614,0.37018216,0.0025031674,0.0005134135,0.03451697,0.0031980348,0.028701771],"study_design_scores_gemma":[0.0049703172,0.0015284726,0.86960447,0.00062223297,0.00021366069,0.0000017991792,0.10638328,0.00020508167,0.00014289423,0.0034123075,0.012199666,0.0007158154],"about_ca_topic_score_codex":0.008262952,"about_ca_topic_score_gemma":0.03911005,"teacher_disagreement_score":0.31977057,"about_ca_system_score_codex":0.001214668,"about_ca_system_score_gemma":0.00211451,"threshold_uncertainty_score":0.9998688},"labels":[],"label_agreement":null},{"id":"W1543284129","doi":"10.7202/013223ar","title":"Politiques sociales : un enjeu de santé publique ?","year":2006,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Centre Léa-Roback; McGill University Health Centre","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07363635444886987,"score_gpt":0.4396729126616642,"score_spread":0.36603655821279435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543284129","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22420442,0.009888722,0.00031626993,0.22846611,0.0014195496,0.0008413823,0.000798398,0.0007971642,0.533268],"genre_scores_gemma":[0.92550766,0.004256189,0.00097370415,0.019359581,0.017113894,0.00022998366,0.00020021695,0.00015919628,0.03219957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9899598,0.005094201,0.0011521963,0.00062262185,0.00049235794,0.0026788525],"domain_scores_gemma":[0.9967476,0.001335145,0.0005366833,0.0002914183,0.00077259843,0.00031656865],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022269345,0.00066027726,0.0009240221,0.00021648678,0.0025342554,0.00016571122,0.00043775578,0.0014652902,0.0011622442],"category_scores_gemma":[0.00062351156,0.00072112103,0.0004793229,0.00036332384,0.0012834511,0.00071415177,0.0004538965,0.0015436546,0.00018535835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024308625,0.00028059873,0.038546,0.0003213538,0.00012379761,0.000022096772,0.060063906,1.2789415e-7,0.00003189074,0.7334745,0.16536154,0.0017499193],"study_design_scores_gemma":[0.0005417487,0.00010587289,0.1406115,0.00028003112,0.000111836445,0.0000039590054,0.028930016,0.000002643738,0.00028471733,0.6733457,0.15520306,0.0005789189],"about_ca_topic_score_codex":0.2545835,"about_ca_topic_score_gemma":0.019286472,"teacher_disagreement_score":0.70130324,"about_ca_system_score_codex":0.0016102404,"about_ca_system_score_gemma":0.0022420138,"threshold_uncertainty_score":0.999831},"labels":[],"label_agreement":null},{"id":"W1543920637","doi":"","title":"The Temporary Foreign Worker Program in Canada: Low-Skilled Workers as an Extreme Form of Flexible Labour","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Labour economics; Immigration; Context (archaeology); Economic shortage; Business; Order (exchange); Split labor market theory; Settlement (finance); Demographic economics; Labor relations; Political science; Economics; Government (linguistics); Law; Geography","score_opus":0.025573824394226667,"score_gpt":0.3402819333289259,"score_spread":0.31470810893469925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543920637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97793114,0.004628394,0.000028686823,0.005365505,0.0002906447,0.0009043326,0.0000021393816,0.000046711004,0.010802437],"genre_scores_gemma":[0.9880754,0.0021272395,0.000029517523,0.00037041013,0.0002515679,0.00007068284,0.0000047780586,0.000024896699,0.009045515],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953407,0.0002939485,0.0007608773,0.00019836106,0.00042605275,0.0029800695],"domain_scores_gemma":[0.99885064,0.00018180112,0.00040312568,0.00025998228,0.000167796,0.00013663962],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021056244,0.00021283454,0.0003353526,0.00010363423,0.00108055,0.000016137765,0.00039391124,0.000103692655,0.00007746611],"category_scores_gemma":[0.00008126245,0.00013794146,0.00008826201,0.00042730098,0.000048178877,0.00022334026,0.000048188365,0.002333376,0.000007728538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005531448,0.0001861171,0.74947524,0.000014758577,0.00017277032,0.000014368668,0.0011103406,0.0000062928507,0.000007615744,0.13238811,0.002782204,0.11328902],"study_design_scores_gemma":[0.0027007821,0.0013247158,0.34811026,0.0004158747,0.00003692121,0.000023426335,0.11549596,0.000025807938,0.000015043672,0.5236959,0.007800663,0.00035467758],"about_ca_topic_score_codex":0.34098187,"about_ca_topic_score_gemma":0.9267003,"teacher_disagreement_score":0.58571845,"about_ca_system_score_codex":0.0023229565,"about_ca_system_score_gemma":0.014520775,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W1544012202","doi":"10.7202/029126ar","title":"Some Thoughts on Public Policy and Industrial Peace","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"National Capital Commission","funders":"","keywords":"Collective bargaining; Root (linguistics); Industrial policy; Public policy; Political science; Root cause; Political economy; Economics; Public administration; Economic system; Market economy; Law; Operations management","score_opus":0.12973696921858655,"score_gpt":0.39360595646745394,"score_spread":0.2638689872488674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544012202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6860974,0.0016324392,0.000022767734,0.2400231,0.00077849167,0.0009335685,0.000047441623,0.0003046434,0.07016015],"genre_scores_gemma":[0.9130138,0.0006826883,0.000063879175,0.0011495061,0.018015895,0.00008588036,0.00002890672,0.00002797084,0.066931464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984561,0.0002554789,0.00038589924,0.00024556572,0.00021282367,0.00044411834],"domain_scores_gemma":[0.9986116,0.0007878116,0.00014517992,0.00023304582,0.000075072225,0.00014726394],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00033889426,0.00017039244,0.00019285825,0.000307423,0.0017574098,0.000021634742,0.00010868037,0.0005043284,0.00013772825],"category_scores_gemma":[0.0009498824,0.00014361982,0.000039028233,0.00043198653,0.00010625113,0.00030797595,0.00012928415,0.001097195,0.00050233863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034744622,0.00013465546,0.17111374,0.0000034467353,0.00009693913,0.0000018281595,0.0034076225,0.00003364079,0.00001204847,0.27610788,0.48424584,0.06480762],"study_design_scores_gemma":[0.0010700632,0.000060439474,0.013509576,0.000073109055,0.000019196304,7.1207785e-7,0.0012117745,0.00002580869,0.000020803212,0.0015546018,0.9822916,0.00016230805],"about_ca_topic_score_codex":0.0001045854,"about_ca_topic_score_gemma":0.00007075591,"teacher_disagreement_score":0.49804577,"about_ca_system_score_codex":0.00021124103,"about_ca_system_score_gemma":0.00047146418,"threshold_uncertainty_score":0.9995422},"labels":[],"label_agreement":null},{"id":"W1547249706","doi":"10.7202/1025030ar","title":"Licensing Requirements and Occupational Mobility Among Highly Skilled New Immigrants in Canada","year":2014,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Immigration; Demographic economics; Occupational mobility; Occupational prestige; Occupational licensing; Affect (linguistics); Business; Labour economics; Political science; Psychology; Medicine; Economics; Environmental health; Socioeconomic status; Population","score_opus":0.05139276324413998,"score_gpt":0.34217346521492586,"score_spread":0.29078070197078587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547249706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904807,0.00012792068,0.000105119645,0.0030179766,0.0002879003,0.00044001898,0.000011096549,0.000029126175,0.0055001457],"genre_scores_gemma":[0.99556726,0.000028372704,0.000118188196,0.00021303183,0.00014546516,0.00002434023,0.000029025514,0.000010854995,0.003863468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985276,0.00023322897,0.00048728465,0.00022822186,0.00021891673,0.00030474272],"domain_scores_gemma":[0.9987867,0.00069655664,0.00015253268,0.00017301911,0.00007994682,0.00011125025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035766355,0.00012803673,0.00019948898,0.00009713451,0.00068151567,0.000006924549,0.00006731786,0.00015931138,0.00016312786],"category_scores_gemma":[0.0005298535,0.000119567834,0.00001794957,0.0002662052,0.000048956997,0.00015054538,0.000085183434,0.00044645765,0.000017938728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013174655,0.000013857309,0.97657746,0.0000034920135,0.000016046828,6.1756924e-7,0.0009546957,0.00005304253,0.0000041368135,0.0009695105,0.018398944,0.002995009],"study_design_scores_gemma":[0.0008327554,0.000011720365,0.98291385,0.00014907455,0.000014091358,1.3287799e-7,0.0017823403,0.00034879288,0.000006697794,0.00045945757,0.013363664,0.00011743301],"about_ca_topic_score_codex":0.88069826,"about_ca_topic_score_gemma":0.9262149,"teacher_disagreement_score":0.04551661,"about_ca_system_score_codex":0.0004122416,"about_ca_system_score_gemma":0.0013175269,"threshold_uncertainty_score":0.5241736},"labels":[],"label_agreement":null},{"id":"W1547900466","doi":"","title":"Wage Bill Change in Ireland during Recession-How Have Employers Reacted to the Downturn","year":2012,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Quarter (Canadian coin); Wage; Recession; Labour economics; Economics; Survey data collection; Demographic economics; Business; Accounting; Statistics; Macroeconomics; Geography","score_opus":0.06968571163383314,"score_gpt":0.37440768915926076,"score_spread":0.3047219775254276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547900466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87835604,0.0007999331,0.000011164353,0.1146395,0.002568448,0.0014729796,0.00003247142,0.00035764655,0.0017618454],"genre_scores_gemma":[0.9952608,0.00050582556,0.00040289082,0.0006422243,0.0005702127,0.0008803351,0.00002219257,0.000040818224,0.0016747362],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748427,0.00012214604,0.00065172964,0.00040115125,0.0003030932,0.0010376245],"domain_scores_gemma":[0.99839306,0.000114824405,0.000360022,0.000814147,0.0001770424,0.00014091219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008334063,0.0003209645,0.0005386595,0.0009642045,0.000833724,0.000010508545,0.0006890996,0.00059958117,0.00008775687],"category_scores_gemma":[0.00083908346,0.0001938979,0.00008718537,0.0013273683,0.00030892144,0.0006712944,0.00072324416,0.00110988,0.00015505494],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013877406,0.00018629621,0.95410347,0.00015699932,0.00009416392,0.000018933197,0.0080667,0.0000025212664,0.0032112594,0.004159405,0.021911895,0.007949593],"study_design_scores_gemma":[0.0018703549,0.00014646826,0.36507317,0.0011066162,0.00005124592,0.000006356892,0.004888747,0.0000070996925,0.0026001574,0.0005548284,0.6232207,0.00047426057],"about_ca_topic_score_codex":0.0010971813,"about_ca_topic_score_gemma":0.004605045,"teacher_disagreement_score":0.60130876,"about_ca_system_score_codex":0.00019827779,"about_ca_system_score_gemma":0.00006813289,"threshold_uncertainty_score":0.7906927},"labels":[],"label_agreement":null},{"id":"W1549574189","doi":"","title":"Visiting and Office Home Care Workers’ Occupational Health: An Analysis of Workplace Flexibility and Worker Insecurity Measures Associated with Emotional and Physical Health","year":2009,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Flexibility (engineering); Feeling; Health care; Job insecurity; Restructuring; Musculoskeletal disorder; Psychology; Occupational stress; Medicine; Environmental health; Work (physics); Clinical psychology; Business; Human factors and ergonomics; Social psychology; Poison control; Political science","score_opus":0.05359672529034535,"score_gpt":0.3749969142047105,"score_spread":0.3214001889143651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549574189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862555,0.00880005,0.00009659385,0.0016329048,0.00030784172,0.0012744272,0.0011449702,0.00014870828,0.00033896806],"genre_scores_gemma":[0.99730897,0.0004085708,0.00042486496,0.0005917838,0.00028105223,0.00007730401,0.0008024752,0.000039860664,0.000065140994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939852,0.0019319832,0.0012892383,0.001324014,0.00061727734,0.0008523118],"domain_scores_gemma":[0.995042,0.0014626945,0.00179128,0.0005381367,0.0006252176,0.00054064224],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022996143,0.0006519268,0.0022577504,0.0005570536,0.00183617,0.000053596734,0.00018820222,0.0004883052,0.000071134644],"category_scores_gemma":[0.0002761753,0.00060906867,0.00019919226,0.0005178126,0.0007489406,0.00022996345,0.0004021587,0.0016248379,0.0000016645505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032154593,0.00024348259,0.97172225,0.0004901401,0.0012923671,0.0000016222887,0.022718873,0.00008146449,5.672202e-7,0.00030552913,0.00041163815,0.0024105494],"study_design_scores_gemma":[0.0010831658,0.00031099678,0.9870598,0.001608388,0.0005042217,0.00000157335,0.00812291,0.00039942583,3.634155e-7,0.0003516054,0.00006629934,0.00049125723],"about_ca_topic_score_codex":0.0015085669,"about_ca_topic_score_gemma":0.014925731,"teacher_disagreement_score":0.015337572,"about_ca_system_score_codex":0.0009397975,"about_ca_system_score_gemma":0.0020302047,"threshold_uncertainty_score":0.99963605},"labels":[],"label_agreement":null},{"id":"W1550260001","doi":"10.7202/017798ar","title":"Sentiment de non-reconnaissance au travail, déception et burnout : une exploration qualitative","year":2008,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Burnout; Humanities; Art; Clinical psychology","score_opus":0.09005953814667246,"score_gpt":0.4268772228282825,"score_spread":0.33681768468161005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550260001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154241,0.0044762716,0.0021874849,0.05802714,0.002347486,0.0014266612,0.00014676862,0.00011610836,0.015847985],"genre_scores_gemma":[0.9280323,0.002757656,0.00037444587,0.0017957196,0.0009697234,0.00041668702,0.00019643799,0.000069926195,0.06538713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946626,0.0021682817,0.0009780319,0.0005905628,0.00046332835,0.001137202],"domain_scores_gemma":[0.9980736,0.0006095921,0.00050487154,0.00036813997,0.00015713394,0.00028669773],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016725303,0.00048488044,0.0005758633,0.0001144215,0.004037012,0.000031497526,0.00019605375,0.00029168892,0.0010461347],"category_scores_gemma":[0.00010898308,0.00049726415,0.000211442,0.000340862,0.0007829757,0.00083635485,0.0001590765,0.00063913723,0.0023938753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001786337,0.000677177,0.054775465,0.00042186517,0.00026079675,0.000026930791,0.83225244,0.000028059376,0.0023478076,0.00067086733,0.092478976,0.015880985],"study_design_scores_gemma":[0.0042897924,0.00089606043,0.27139497,0.0022773044,0.0002481239,0.000021917442,0.5931572,0.00019599934,0.0026726066,0.00095055776,0.122778356,0.0011171458],"about_ca_topic_score_codex":0.49727187,"about_ca_topic_score_gemma":0.43623298,"teacher_disagreement_score":0.23909527,"about_ca_system_score_codex":0.0044563524,"about_ca_system_score_gemma":0.002842662,"threshold_uncertainty_score":0.999867},"labels":[],"label_agreement":null},{"id":"W1552993376","doi":"10.5772/30872","title":"Epidemiology of Psychological Distress","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":469,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Institut universitaire en santé mentale de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Psychological distress; Humanities; Library science; Psychology; Psychiatry; Art; Mental health; Computer science","score_opus":0.22294967055146148,"score_gpt":0.47894473869442555,"score_spread":0.2559950681429641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552993376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061120075,0.002480594,0.00018757794,0.00048777423,0.0012228667,0.00060989166,0.00014003004,0.00013174165,0.99412835],"genre_scores_gemma":[0.20979671,0.00020062947,0.000101386904,0.0007992454,0.0007252345,0.0001065829,0.000040888513,0.000052175426,0.78817713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978103,0.00018843362,0.0010097008,0.00033380458,0.0001328499,0.0005249043],"domain_scores_gemma":[0.9972803,0.0012659744,0.0006906095,0.00049929006,0.00015645566,0.00010737663],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006892913,0.00032635967,0.0009762906,0.00010159517,0.00021496192,3.0633527e-7,0.00029327665,0.0010322522,0.0020310623],"category_scores_gemma":[0.00023100039,0.0002378353,0.00024457966,0.0000058921228,0.0004640213,0.000011823083,0.00035807877,0.0013027411,0.0006198097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017450459,0.000052686137,0.06182245,0.0005910972,0.0003532813,0.000013555251,0.001251598,6.9634987e-9,0.00022911122,0.86417204,0.023962487,0.047377188],"study_design_scores_gemma":[0.0003941855,0.00024015919,0.008189733,0.0012874331,0.00012904491,0.0000032707355,0.00009524611,5.697112e-8,0.00009782807,0.20934841,0.77980477,0.0004098722],"about_ca_topic_score_codex":0.000052973734,"about_ca_topic_score_gemma":0.000058738562,"teacher_disagreement_score":0.75584227,"about_ca_system_score_codex":0.00006523983,"about_ca_system_score_gemma":0.000020579439,"threshold_uncertainty_score":0.9988812},"labels":[],"label_agreement":null},{"id":"W1554165009","doi":"10.1111/j.1440-1800.2012.00600.x","title":"The influence of gender, ethnicity, class, race, the women’s and labour movements on the development of nursing in Sri Lanka","year":2012,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Peradeniya","keywords":"Sri lanka; Race (biology); Ethnic group; Class (philosophy); Gender studies; Nursing; Psychology; Sociology; Medicine; South asia; Anthropology","score_opus":0.15234529888150175,"score_gpt":0.44050935791974793,"score_spread":0.28816405903824616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554165009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904377,0.0009033495,0.000010101335,0.0039189123,0.0006979948,0.0005026489,0.0000028279123,0.000014765346,0.0035117043],"genre_scores_gemma":[0.9986918,0.00013549013,0.00004750534,0.0006680737,0.0001255773,0.00009697821,9.384311e-7,0.000011848355,0.00022179594],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979548,0.0005045836,0.0005149399,0.0001309341,0.0003358544,0.0005588965],"domain_scores_gemma":[0.99831504,0.0009873905,0.00027923466,0.00028147566,0.00008959007,0.000047259506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020786612,0.00013950569,0.00020735642,0.00005569118,0.0011235017,0.0000067211745,0.00023384354,0.000088761306,0.000015268159],"category_scores_gemma":[0.00019292573,0.00006936469,0.000022341253,0.00020052423,0.0005568736,0.0000856053,0.000092258306,0.00042618957,0.0000071894096],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009325673,0.00020278124,0.20560391,0.00006789517,0.00004397956,1.1308345e-7,0.7708246,0.000014662361,0.00056196627,0.010040266,0.001552079,0.010994452],"study_design_scores_gemma":[0.00034770113,0.00003404505,0.8400427,0.00090818584,0.000007521802,1.9330841e-7,0.1526997,0.000004540697,0.00022929184,0.002348409,0.003297644,0.00008004046],"about_ca_topic_score_codex":0.000029155479,"about_ca_topic_score_gemma":0.000035833793,"teacher_disagreement_score":0.6344388,"about_ca_system_score_codex":0.00035515067,"about_ca_system_score_gemma":0.00010817422,"threshold_uncertainty_score":0.864118},"labels":[],"label_agreement":null},{"id":"W1560299250","doi":"","title":"Arbeitslosigkeit und Gesundheit: ein Überblick über empirische Befunde und die Arbeitslosen- und Krankenkassenstatistik (Unemployment and health: an overview of empirical findings and the unemployment and health insurance statistics)","year":2005,"lang":"de","type":"article","venue":"Mitteilungen aus der Arbeitsmarkt- und Berufsforschung","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Mental health; Quarter (Canadian coin); Demographic economics; Psychology; Actuarial science; Economics; Psychiatry; Geography; Economic growth","score_opus":0.14384578121412747,"score_gpt":0.4667262047343833,"score_spread":0.3228804235202558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560299250","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22294556,0.6466992,0.0007021981,0.118689395,0.0012320271,0.0065688333,0.0024152433,0.00022751321,0.00052000873],"genre_scores_gemma":[0.6737823,0.26562208,0.014484597,0.035338014,0.0025432615,0.0009324175,0.0010690126,0.00089431,0.005334039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98172176,0.004033638,0.0052233892,0.0030497059,0.0021590844,0.0038124258],"domain_scores_gemma":[0.9891029,0.0035320865,0.0026820847,0.0018520814,0.0006094764,0.002221383],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.007206162,0.002453957,0.0044780215,0.00075295416,0.0049142027,0.0005302283,0.0009540215,0.0009767346,0.00021345876],"category_scores_gemma":[0.00034015943,0.0020148004,0.00039216937,0.0011430358,0.0029381283,0.0009852432,0.0017982211,0.0028857393,0.00010478506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015105626,0.0025158478,0.67478377,0.009453654,0.016927252,0.00008921434,0.054928884,0.000050301365,0.0000530527,0.033574957,0.059116017,0.1469965],"study_design_scores_gemma":[0.019625682,0.0031944525,0.5410505,0.004349161,0.006841736,0.000034331533,0.002344933,0.0024496152,0.00011800296,0.006484363,0.41027236,0.0032348474],"about_ca_topic_score_codex":0.009239094,"about_ca_topic_score_gemma":0.035759203,"teacher_disagreement_score":0.45083672,"about_ca_system_score_codex":0.0010563409,"about_ca_system_score_gemma":0.0016148404,"threshold_uncertainty_score":0.9997753},"labels":[],"label_agreement":null},{"id":"W1560377088","doi":"10.7202/038463ar","title":"Le workfare et l’activation de la protection sociale, vingt ans après : beaucoup de bruit pour rien ? Contribution à un bilan qui reste à faire","year":2009,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.052882001053493916,"score_gpt":0.392463272914021,"score_spread":0.3395812718605271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560377088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49166203,0.00061452086,0.007196527,0.44803178,0.00042751493,0.0017922359,0.00021743058,0.0005877683,0.04947021],"genre_scores_gemma":[0.9832273,0.0005900567,0.00046780644,0.008088036,0.0026802672,0.00025495753,0.00015927387,0.000060399776,0.004471915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9926526,0.004643136,0.0006376085,0.0004365477,0.00035248508,0.001277653],"domain_scores_gemma":[0.99794525,0.00057192467,0.0005283181,0.00017571286,0.0005770659,0.00020170376],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025588484,0.00038067956,0.0005093566,0.00013737677,0.0026950678,0.00013643857,0.00018934766,0.0012326988,0.00007380819],"category_scores_gemma":[0.0013383202,0.0004346722,0.00022294215,0.00032905058,0.00032642455,0.0007239765,0.000108858236,0.0014551901,0.000024210107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015925974,0.0003871534,0.017145222,0.00015225734,0.00010347445,0.0000071773566,0.110047914,0.000002865534,0.00081499986,0.8495224,0.0116781555,0.009979099],"study_design_scores_gemma":[0.0016999376,0.00031795778,0.3392739,0.00090499775,0.000114369774,0.000004382962,0.048611663,0.00002834877,0.0011320647,0.56069016,0.046674214,0.00054800016],"about_ca_topic_score_codex":0.031934153,"about_ca_topic_score_gemma":0.0040621273,"teacher_disagreement_score":0.4915653,"about_ca_system_score_codex":0.0014396559,"about_ca_system_score_gemma":0.0019237464,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W1561645832","doi":"","title":"Implementing the Global Plan of Action on workers' health: Components to protect health care workers","year":2008,"lang":"en","type":"article","venue":"Digital Commons-TMC (Texas Medical Center)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Health care; Business; Action plan; Component (thermodynamics); Environmental health; Nursing; Public relations; Medicine; Political science; Management; Economics; Law","score_opus":0.1171931273516581,"score_gpt":0.4215051524572613,"score_spread":0.3043120251056032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561645832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89334345,0.00060012046,0.00021362012,0.07315257,0.0012129751,0.0035211605,0.0006579046,0.00024397534,0.027054224],"genre_scores_gemma":[0.9927746,0.000057172103,0.000026101876,0.0061818194,0.00025631356,0.00012346939,0.0003553576,0.00003334065,0.00019180196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949655,0.0006836294,0.0012031981,0.0004390052,0.0013095491,0.0013991157],"domain_scores_gemma":[0.99764735,0.00051460165,0.00053129665,0.00047980194,0.00012222909,0.0007047176],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008725767,0.0003394013,0.000659447,0.00009800581,0.00211831,0.000023797409,0.0005551077,0.00014875534,0.00012632541],"category_scores_gemma":[0.00036123567,0.00023817166,0.00018258601,0.00045825948,0.0002202974,0.0001383244,0.00069791713,0.00087761536,0.0001643876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038455892,0.00023236951,0.90520513,0.0002732271,0.00009063055,0.000009271404,0.0035788966,0.000001267708,1.9672551e-7,0.00024774327,0.06675633,0.023220405],"study_design_scores_gemma":[0.002439701,0.0010141477,0.6439707,0.0023646206,0.000008019712,0.000011636927,0.014724157,0.0000052980145,0.0000037835348,0.00006679711,0.33509922,0.00029189404],"about_ca_topic_score_codex":0.0021461577,"about_ca_topic_score_gemma":0.0035380463,"teacher_disagreement_score":0.26834288,"about_ca_system_score_codex":0.0007464324,"about_ca_system_score_gemma":0.00063034287,"threshold_uncertainty_score":0.9991808},"labels":[],"label_agreement":null},{"id":"W1561896163","doi":"","title":"Layers of Vulnerability in Occupational Health and Saftey for Migrant Workers: Case Studies from Canada and the United Kingdom","year":2009,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Migrant workers; Vulnerability (computing); Kingdom; Demographic economics; Occupational safety and health; Business; Phenomenon; Environmental health; Political science; Economic growth; Medicine; Economics; Law; Computer security","score_opus":0.07880881905412936,"score_gpt":0.3978200751167572,"score_spread":0.31901125606262787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561896163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786002,0.0033911455,0.000011120411,0.016593542,0.00016629792,0.0009834608,0.0001945637,0.000015313619,0.000044369855],"genre_scores_gemma":[0.9940135,0.00011454882,0.00019676208,0.0053645144,0.000088623274,0.000107806314,0.0000406879,0.000007118042,0.000066447545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823064,0.00052621,0.00052231253,0.00023327,0.00015743586,0.00033014352],"domain_scores_gemma":[0.99669814,0.002669331,0.0001920391,0.00018146819,0.0001364995,0.00012253757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010405428,0.00014245158,0.0004256035,0.000044703746,0.0009323456,0.000006447848,0.000063567866,0.00005391314,0.000012703151],"category_scores_gemma":[0.00070869055,0.00009469411,0.000029754237,0.00014289704,0.0002152459,0.00006288141,0.000064604734,0.0002717389,3.0970725e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010332374,0.000042763455,0.9680367,0.00016628519,0.000126029,0.00001777867,0.008632692,0.000015357453,0.0000032525572,0.008090549,0.013200818,0.0006345518],"study_design_scores_gemma":[0.010247878,0.0002608701,0.91340315,0.0009643144,0.000057562833,0.000005477311,0.0322176,0.0001047243,0.000007944215,0.014915754,0.027488213,0.00032653374],"about_ca_topic_score_codex":0.9157109,"about_ca_topic_score_gemma":0.97226346,"teacher_disagreement_score":0.056552548,"about_ca_system_score_codex":0.00017144134,"about_ca_system_score_gemma":0.00039932193,"threshold_uncertainty_score":0.7170943},"labels":[],"label_agreement":null},{"id":"W1563015831","doi":"10.4000/osp.4431","title":"L’expérience du chômage chez les travailleurs seniors : de la crise identitaire à la réflexion sur l’avenir","year":2014,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.02284433933877946,"score_gpt":0.36468603678245615,"score_spread":0.3418416974436767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563015831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9013271,0.0016940265,0.0079804985,0.043402378,0.0068534096,0.0018748216,0.000045824378,0.0004442545,0.036377717],"genre_scores_gemma":[0.9445213,0.0014746025,0.0007132152,0.0017930412,0.001032784,0.0005198877,0.00008895058,0.00015314187,0.049703084],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9842518,0.011001803,0.001402048,0.0010587284,0.0009493234,0.0013363194],"domain_scores_gemma":[0.99349767,0.0038051375,0.00091436435,0.0006842643,0.0005753405,0.0005232055],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00678936,0.00073490245,0.0007866735,0.0003052072,0.0041338266,0.00016169745,0.00057077385,0.0011464389,0.0015081839],"category_scores_gemma":[0.0022687293,0.00070059905,0.00031119253,0.0008886677,0.0010483884,0.0013935543,0.0004804888,0.0019775738,0.0005201431],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038926976,0.0010751686,0.26719198,0.0020714,0.00013768811,0.00008511291,0.5195609,0.00010059908,0.0012474873,0.08593917,0.10957664,0.012624577],"study_design_scores_gemma":[0.006894999,0.0006275791,0.416897,0.0071310983,0.00041035164,0.00005717593,0.37297308,0.0017820714,0.0012214076,0.015474588,0.17480044,0.001730219],"about_ca_topic_score_codex":0.002428295,"about_ca_topic_score_gemma":0.0014946571,"teacher_disagreement_score":0.14970501,"about_ca_system_score_codex":0.00060173677,"about_ca_system_score_gemma":0.0009276989,"threshold_uncertainty_score":0.9995445},"labels":[],"label_agreement":null},{"id":"W1563383666","doi":"10.7202/011539ar","title":"Le statut d’emploi","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.060935520730918506,"score_gpt":0.36077465045023965,"score_spread":0.29983912971932114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563383666","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053771507,0.020731727,0.0006729795,0.4653084,0.0020157802,0.00075344974,0.0001629024,0.00021034312,0.45637292],"genre_scores_gemma":[0.4850548,0.0017970826,0.0008068946,0.0008761748,0.0020121492,0.000059985337,0.00006383543,0.000049189955,0.5092799],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734414,0.0005215723,0.000747224,0.00034766836,0.0002712001,0.00076821045],"domain_scores_gemma":[0.9980343,0.00091304915,0.00024087235,0.00039453607,0.00020779575,0.00020946527],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004970938,0.00027511854,0.00031381843,0.00018284148,0.0023568107,0.000028325452,0.00019024582,0.0010163218,0.0048353006],"category_scores_gemma":[0.00043487258,0.00029973735,0.000121460056,0.000566173,0.00031739252,0.00047463452,0.00020165143,0.0018520755,0.006792546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009876232,0.00020086246,0.03221511,0.000009841046,0.00011654937,0.0000032623557,0.005192831,0.00031813275,0.0000042001266,0.3221023,0.58773893,0.052088063],"study_design_scores_gemma":[0.0008483907,0.000052378065,0.012967293,0.00030690516,0.00009835214,0.0000022921952,0.007802282,0.00008217394,0.000028897299,0.0012534776,0.97626317,0.00029437718],"about_ca_topic_score_codex":0.0014784683,"about_ca_topic_score_gemma":0.0011747455,"teacher_disagreement_score":0.4644322,"about_ca_system_score_codex":0.00024114695,"about_ca_system_score_gemma":0.002294477,"threshold_uncertainty_score":0.99994546},"labels":[],"label_agreement":null},{"id":"W1568045002","doi":"10.3917/dbu.herma.2007.01.0145","title":"Travail, chômage et stigmatisation","year":2007,"lang":"fr","type":"book-chapter","venue":"De Boeck Supérieur eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09743924820294393,"score_gpt":0.38928618903858303,"score_spread":0.2918469408356391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568045002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007013654,0.0018852819,0.0016352698,0.0028384498,0.0023933756,0.0021114529,0.00036495525,0.0003861594,0.9813714],"genre_scores_gemma":[0.044859663,0.0009039657,0.0009590914,0.006716742,0.0016730131,0.00012941123,0.00030735024,0.00034940543,0.94410133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943569,0.0007115488,0.0016765099,0.00091191905,0.0007971044,0.0015460368],"domain_scores_gemma":[0.99609494,0.0013245138,0.0008283129,0.000843014,0.0003878165,0.00052141637],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025948274,0.0010827675,0.0012060245,0.00041503267,0.0015430757,0.00006277291,0.00044919504,0.0018730918,0.004355376],"category_scores_gemma":[0.00023444704,0.0011276407,0.00044759296,0.000041575677,0.000731163,0.00015392162,0.00041423246,0.002860709,0.002935141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025228676,0.000088594476,0.008736268,0.0017311913,0.00057907647,0.00034400364,0.053808644,0.000003850148,0.00019561901,0.74687266,0.13495159,0.052436236],"study_design_scores_gemma":[0.0013995101,0.00029178083,0.023991592,0.002306059,0.0003884629,0.000022050042,0.0020054928,0.000026043745,0.000059100465,0.013390364,0.9549901,0.0011294443],"about_ca_topic_score_codex":0.0014237288,"about_ca_topic_score_gemma":0.0072496007,"teacher_disagreement_score":0.8200385,"about_ca_system_score_codex":0.0005393348,"about_ca_system_score_gemma":0.000598535,"threshold_uncertainty_score":0.99975675},"labels":[],"label_agreement":null},{"id":"W1568561255","doi":"","title":"Le contrat psychologique et l'engagement affectif dans les relations d'emploi tripartites : l'effet modérateur de la motivation","year":2012,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Political science; Sociology; Philosophy","score_opus":0.024941836369134312,"score_gpt":0.28089237597170624,"score_spread":0.2559505396025719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568561255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8805824,0.010806289,0.016319886,0.06570175,0.0006876303,0.0011281458,0.00007914153,0.0002957538,0.024399022],"genre_scores_gemma":[0.9858947,0.0030936953,0.0007964162,0.0009656064,0.00038145733,0.00009665037,0.00005823761,0.000085092346,0.008628187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908246,0.0067335134,0.00052649743,0.00047787503,0.00029588898,0.0011416434],"domain_scores_gemma":[0.9930115,0.005546337,0.000387373,0.00049129466,0.00014709588,0.00041641557],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027709405,0.00047703765,0.00051570067,0.00027620187,0.0032399911,0.000039788436,0.00034927778,0.0005398331,0.00046580934],"category_scores_gemma":[0.00091397995,0.0005146432,0.00027862794,0.00044460502,0.00054908893,0.00089552975,0.00038121353,0.0016118952,0.0003095904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017866994,0.00087147084,0.5062287,0.00010752826,0.0003363811,0.00002698323,0.32736844,0.00037084482,0.0005831312,0.13072714,0.026255574,0.0069451593],"study_design_scores_gemma":[0.002612812,0.00023854076,0.779246,0.0002635955,0.00033779512,0.000015391888,0.10815021,0.0003884205,0.000056863577,0.003015936,0.10518948,0.00048500867],"about_ca_topic_score_codex":0.2865916,"about_ca_topic_score_gemma":0.37888834,"teacher_disagreement_score":0.27301726,"about_ca_system_score_codex":0.00082691724,"about_ca_system_score_gemma":0.0009861672,"threshold_uncertainty_score":0.9997305},"labels":[],"label_agreement":null},{"id":"W1568606641","doi":"","title":"Supporting Employees Who Deploy: The Case for Financial Assistance to Employers of Military Reservists","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Business; Unintended consequences; Military service; Service (business); Military personnel; Labour economics; Political science; Law; Economics; Marketing","score_opus":0.025469944224462516,"score_gpt":0.39012269787944437,"score_spread":0.36465275365498184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568606641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98472977,0.0010760943,0.0009465798,0.011221102,0.0008725934,0.0008880234,0.000025486614,0.00006850741,0.00017181717],"genre_scores_gemma":[0.99397594,0.0004647555,0.00027851065,0.0006926932,0.0010290561,0.00015690183,0.0000021377318,0.00007017429,0.0033298088],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954646,0.00024516674,0.0008512599,0.00026611346,0.00026071235,0.0029121148],"domain_scores_gemma":[0.998002,0.0006776164,0.00036478403,0.00035453838,0.00046299785,0.0001380644],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0047794846,0.00020097221,0.0003832236,0.00009667401,0.00241084,0.000009201019,0.00044560162,0.00014769439,0.000044642147],"category_scores_gemma":[0.0016826594,0.00013374205,0.00020269312,0.00024653864,0.00009884412,0.00014386585,0.00014957624,0.0029209403,0.00001357543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011447619,0.00024059499,0.7372868,0.00036986728,0.00054125383,0.00012537034,0.013718757,0.0000112404805,0.0019161645,0.055012863,0.15694726,0.032685064],"study_design_scores_gemma":[0.006406338,0.0042855893,0.17660661,0.0007106459,0.0005006279,0.0011427936,0.064729065,0.00005145751,0.00047140487,0.5069166,0.23671262,0.0014662879],"about_ca_topic_score_codex":0.0019959426,"about_ca_topic_score_gemma":0.30353677,"teacher_disagreement_score":0.5606802,"about_ca_system_score_codex":0.00029311798,"about_ca_system_score_gemma":0.0023956012,"threshold_uncertainty_score":0.99937934},"labels":[],"label_agreement":null},{"id":"W1569838520","doi":"10.7202/1014745ar","title":"La précarisation du travail : des parcours professionnels à géométrie variable","year":2013,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.05245640334123215,"score_gpt":0.3278351403398533,"score_spread":0.27537873699862114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569838520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6752237,0.0177195,0.00475684,0.10347039,0.004296493,0.0042823474,0.00014829579,0.00045750884,0.1896449],"genre_scores_gemma":[0.762101,0.0022500628,0.0016707333,0.00029148808,0.0011184857,0.0006326004,0.000109689565,0.00007915215,0.23174682],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994517,0.0026453694,0.0010169301,0.00047654493,0.00039903552,0.00094506826],"domain_scores_gemma":[0.9953778,0.0027947985,0.00043797406,0.00044620904,0.00063964375,0.00030358648],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0016689232,0.00042262135,0.00044660256,0.00024301396,0.0033534667,0.00009010211,0.0002605621,0.0019076394,0.01696964],"category_scores_gemma":[0.0016285168,0.00039539277,0.000120771336,0.0010611919,0.0008216804,0.0009563288,0.0002342215,0.002353051,0.0033527098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013248455,0.00035619686,0.31778812,0.00006998289,0.0002084215,0.0000040658947,0.018244602,0.00016329632,0.00003079246,0.047483288,0.5446064,0.0710316],"study_design_scores_gemma":[0.0017670376,0.00016595869,0.2616648,0.0022793182,0.000416308,0.0000104576775,0.06905912,0.000945534,0.000038266815,0.03992053,0.6230125,0.0007202031],"about_ca_topic_score_codex":0.005038425,"about_ca_topic_score_gemma":0.00025833366,"teacher_disagreement_score":0.1031789,"about_ca_system_score_codex":0.00042725616,"about_ca_system_score_gemma":0.00092870515,"threshold_uncertainty_score":0.99994856},"labels":[],"label_agreement":null},{"id":"W1570369728","doi":"10.2139/ssrn.887539","title":"Understanding the 'Job-Loss Recovery'","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Job loss; Business; Psychology; Unemployment; Economics","score_opus":0.08813772577975126,"score_gpt":0.3740470042637115,"score_spread":0.28590927848396025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570369728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5812924,0.010625878,0.13972968,0.18482344,0.004230443,0.0012130146,0.000007839494,0.0002748915,0.077802405],"genre_scores_gemma":[0.9820065,0.008932692,0.000013890184,0.00097001786,0.00086087093,0.000015752319,0.000001133331,0.0000251504,0.007174003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99649096,0.00020764285,0.0003320413,0.00013608334,0.00025845823,0.0025748352],"domain_scores_gemma":[0.9993512,0.00018864588,0.00018167237,0.00015650681,0.00006347194,0.000058499903],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023136635,0.00013836201,0.00016375832,0.00006589188,0.003116235,0.000018993005,0.00025311596,0.000086503576,0.000087356064],"category_scores_gemma":[0.00009650421,0.00008377128,0.00011182361,0.00017688895,0.00007363706,0.00014956367,0.000075239885,0.0031456093,0.00017698767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006508176,0.000019739788,0.026270883,0.0000086975215,0.00022794219,0.0000044218796,0.0019404357,0.000053223644,0.000021199887,0.9685203,0.0020456258,0.0008224421],"study_design_scores_gemma":[0.0011033653,0.00020100416,0.0029670699,0.00007840355,0.00003776531,0.00005673949,0.02484892,7.8721774e-7,0.0000028891018,0.9625089,0.008072668,0.00012144423],"about_ca_topic_score_codex":0.00016966408,"about_ca_topic_score_gemma":0.0048892326,"teacher_disagreement_score":0.40071407,"about_ca_system_score_codex":0.004017007,"about_ca_system_score_gemma":0.00225616,"threshold_uncertainty_score":0.9998064},"labels":[],"label_agreement":null},{"id":"W1572554317","doi":"","title":"Repercussions du travail autonome sur la croissance de la productivite du travail : comparaison Canada-Etats-Unis","year":2003,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.028591692154571007,"score_gpt":0.3182626289222743,"score_spread":0.2896709367677033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572554317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5623294,0.03206985,0.00030469292,0.22208259,0.003945326,0.0016757763,0.0001973397,0.0003638934,0.17703111],"genre_scores_gemma":[0.68722504,0.0036250385,0.0005389989,0.0026938766,0.0006065862,0.00016764464,0.000017029039,0.00010033281,0.30502546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904548,0.0052908873,0.0010923375,0.0009668411,0.00052265037,0.0016724761],"domain_scores_gemma":[0.99525255,0.0026406313,0.0003443344,0.00080522115,0.00033918675,0.00061806716],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003305376,0.0006873201,0.0009891064,0.00012233424,0.0028133728,0.00007235401,0.00038222387,0.0005462076,0.0038196535],"category_scores_gemma":[0.0015208053,0.00060700113,0.00020087951,0.00055314193,0.0010033328,0.00036163084,0.00014491832,0.0015541097,0.00016249102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044305118,0.0005558022,0.1880994,0.00033641292,0.00019484219,0.00011884602,0.010999693,0.00005186228,0.00025450223,0.019694565,0.7756361,0.0040136976],"study_design_scores_gemma":[0.0009330785,0.00007709581,0.30492303,0.00030671834,0.00011501909,0.000055331057,0.0043455847,0.00010317449,0.00013875852,0.00017440745,0.68832016,0.0005076739],"about_ca_topic_score_codex":0.6013251,"about_ca_topic_score_gemma":0.63738406,"teacher_disagreement_score":0.21938871,"about_ca_system_score_codex":0.00095872965,"about_ca_system_score_gemma":0.0045146137,"threshold_uncertainty_score":0.99963814},"labels":[],"label_agreement":null},{"id":"W1573201189","doi":"10.1177/001979390706100106","title":"New Evidence on the Determinants of Absenteeism Using Linked Employer-Employee Data","year":2005,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Absenteeism; Work (physics); Econometrics; Demographic economics; Economics; Labour economics; Business; Actuarial science; Engineering; Management","score_opus":0.46956696514755586,"score_gpt":0.4918177644073736,"score_spread":0.022250799259817766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573201189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71899235,0.17533234,0.000042041633,0.09829044,0.00094392145,0.0041119438,0.00024232375,0.000095798336,0.0019488257],"genre_scores_gemma":[0.678721,0.26391736,0.0016260747,0.012950074,0.0069430056,0.00023767193,0.00010476519,0.00013004492,0.035369985],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806076,0.00046337253,0.00077379704,0.00025118486,0.00022247016,0.00022842523],"domain_scores_gemma":[0.9974052,0.0013868723,0.00036402227,0.000647854,0.00011966236,0.00007641966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010630891,0.00015143376,0.00039658108,0.000046751164,0.0006348287,0.000007894984,0.00032319975,0.00014787236,0.0010502724],"category_scores_gemma":[0.0020754666,0.00009117288,0.000043276857,0.0003670333,0.0000637265,0.0002498102,0.00028517473,0.0005316924,0.00014966154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035177243,0.000032248834,0.6491163,0.00037752316,0.00007272049,0.0000014735767,0.00045227158,0.0000036708607,0.0000139852455,0.0025101933,0.25634882,0.09103561],"study_design_scores_gemma":[0.0009777006,0.000117776726,0.06389604,0.040948406,0.0005032983,0.0000023626412,0.00014626754,0.00009948104,0.0000109616485,0.00032762953,0.8926949,0.00027519968],"about_ca_topic_score_codex":0.00045229474,"about_ca_topic_score_gemma":0.00023974208,"teacher_disagreement_score":0.63634604,"about_ca_system_score_codex":0.000040368523,"about_ca_system_score_gemma":0.0003024112,"threshold_uncertainty_score":0.9998629},"labels":[],"label_agreement":null},{"id":"W1576876514","doi":"10.26522/ssj.v3i2.1015","title":"Job Quality and Gender Inequality: Key Changes in Québec over the Last Decade","year":2010,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Quebec Statistical Institute; Université du Québec à Montréal","funders":"","keywords":"Typology; Inequality; Demographic economics; Gender inequality; Educational attainment; Quality (philosophy); Labour economics; Economics; Psychology; Sociology; Economic growth","score_opus":0.2544463993906776,"score_gpt":0.5246889907660793,"score_spread":0.27024259137540174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576876514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96046257,0.0018994488,0.0000022487652,0.022492519,0.0020062232,0.0004609873,0.00001832278,0.000044253855,0.012613415],"genre_scores_gemma":[0.9907876,0.0014446627,0.000024321414,0.0047163186,0.0020020385,0.0002492175,0.0000015758706,0.000018495926,0.0007557732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977657,0.0007538223,0.00046413942,0.00026923648,0.00024395825,0.00050314947],"domain_scores_gemma":[0.9970524,0.0024511733,0.00016462426,0.00016036101,0.0001353981,0.00003607429],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021371848,0.0001842713,0.00042113516,0.00006500102,0.0016917019,0.000007244189,0.00015249143,0.00017352619,0.000051174004],"category_scores_gemma":[0.0021792473,0.00012851403,0.000033976088,0.00026994868,0.000550917,0.00006480305,0.0005840949,0.0010096746,0.00001529767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036253947,0.000032559714,0.72114784,0.0005872643,0.000075209995,0.0000033674762,0.23966771,9.8884215e-8,0.000051370447,0.019560637,0.017818855,0.0010188499],"study_design_scores_gemma":[0.0006399923,0.000012610406,0.8359808,0.00003945272,0.0000736266,1.2576137e-7,0.13127007,7.531093e-7,0.0000011936237,0.0031609114,0.02867751,0.00014296376],"about_ca_topic_score_codex":0.009772271,"about_ca_topic_score_gemma":0.6711933,"teacher_disagreement_score":0.66142106,"about_ca_system_score_codex":0.00014255471,"about_ca_system_score_gemma":0.000109173656,"threshold_uncertainty_score":0.999608},"labels":[],"label_agreement":null},{"id":"W1577035284","doi":"","title":"Sommaire de : Instabilite des heures de travail au Canada","year":2006,"lang":"fr","type":"article","venue":"Direction des etudes analytiques : documents de recherche","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.12761232165863756,"score_gpt":0.44138690548727727,"score_spread":0.3137745838286397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577035284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87905604,0.022249078,0.001474586,0.0074695875,0.0007907597,0.00076607545,0.00007483831,0.00034768193,0.08777135],"genre_scores_gemma":[0.8091125,0.02161657,0.0054711476,0.0013849059,0.0011846585,0.0001816926,0.000054787044,0.00014226172,0.16085148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9867678,0.008793698,0.0010788153,0.00070258655,0.00049173064,0.0021653608],"domain_scores_gemma":[0.9960431,0.0020829004,0.0003920042,0.00047014677,0.0005089743,0.0005028689],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00724098,0.000662719,0.0007225883,0.00022722625,0.0019426023,0.00013566282,0.00040243604,0.0012098913,0.0011080555],"category_scores_gemma":[0.0016963015,0.000679999,0.00031535662,0.0009197733,0.00066794676,0.0005805212,0.00020682205,0.0021576919,0.000029397897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012532591,0.00045932492,0.82916343,0.0013342316,0.00059727416,0.000053465126,0.014819882,0.00032769406,0.00031215066,0.0028216594,0.048794333,0.10119124],"study_design_scores_gemma":[0.0009499079,0.00021848193,0.64665216,0.0017317767,0.00052315457,0.000036377915,0.00945194,0.0004643692,0.0012999899,0.03249432,0.30533206,0.00084544666],"about_ca_topic_score_codex":0.9724552,"about_ca_topic_score_gemma":0.9892549,"teacher_disagreement_score":0.25653774,"about_ca_system_score_codex":0.029696431,"about_ca_system_score_gemma":0.0057153082,"threshold_uncertainty_score":0.9999214},"labels":[],"label_agreement":null},{"id":"W1577492420","doi":"","title":"Public Policy and the Economic Wellbeing of Elderly Immigrants","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Poverty; Social security; Survey of Income and Program Participation; Demographic economics; Transfer payment; Income Support; Public policy; Economic growth; Geography; Economics; Welfare","score_opus":0.0775136189606798,"score_gpt":0.414249265427964,"score_spread":0.33673564646728416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577492420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74845517,0.0009476611,7.31303e-7,0.019042438,0.00042591995,0.001873809,0.000065223445,0.000037232992,0.2291518],"genre_scores_gemma":[0.9411729,0.053861614,0.000058467267,0.0003215911,0.0006890155,0.00035090867,0.000022726497,0.000049246275,0.003473505],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955977,0.0013152106,0.0011563743,0.00066444644,0.00018186514,0.0010844119],"domain_scores_gemma":[0.9957643,0.0025719986,0.00046970928,0.00090999756,0.0001297658,0.00015422824],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0050788973,0.00031127565,0.00091667176,0.0006722757,0.0007809912,0.000052991567,0.00072268874,0.0004857535,0.000063624815],"category_scores_gemma":[0.000985675,0.00024470006,0.00018216134,0.000101574486,0.0008509128,0.0000988286,0.0018737938,0.0024103066,0.00001709514],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080500054,0.0001314605,0.2125008,0.0013253806,0.00066288427,0.000010772362,0.010339699,0.0004908083,0.000027670174,0.121870145,0.0014090256,0.6504264],"study_design_scores_gemma":[0.016273087,0.00062101823,0.5058716,0.003337225,0.00010077343,0.000008469277,0.017895078,0.0044464446,0.000041205803,0.25137508,0.19806705,0.0019629602],"about_ca_topic_score_codex":0.0056658927,"about_ca_topic_score_gemma":0.0077833193,"teacher_disagreement_score":0.6484634,"about_ca_system_score_codex":0.0012119145,"about_ca_system_score_gemma":0.00199163,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W1577702010","doi":"10.4000/sociologies.3287","title":"La précarité : un « concept fantôme » dans la réalité mouvante du monde du travail","year":2021,"lang":"fr","type":"article","venue":"SociologieS","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.03436585608111094,"score_gpt":0.3477611572725345,"score_spread":0.31339530119142356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577702010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63737327,0.112287864,0.00024657504,0.17470005,0.0043220334,0.0006524486,0.0005791796,0.00062188384,0.06921671],"genre_scores_gemma":[0.8956427,0.051780052,0.00036384555,0.0018673652,0.0011019483,0.00016046803,0.000118045085,0.00007321582,0.048892368],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9920906,0.0051564877,0.0007466126,0.0006506864,0.0002802821,0.0010753522],"domain_scores_gemma":[0.99433535,0.004436156,0.00028200453,0.00048362566,0.00031841514,0.00014444937],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012538702,0.0004977247,0.0008489935,0.000045758574,0.0016059271,0.000045911445,0.00038781008,0.0012662797,0.0010410154],"category_scores_gemma":[0.0017901674,0.00044649348,0.00035689466,0.00021833286,0.002537196,0.0001884168,0.0007995479,0.0015931303,0.00031964245],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053587566,0.0003648638,0.3008083,0.0005320531,0.00085945445,0.00076250214,0.2604066,0.000016284037,0.00040090576,0.1946115,0.22367488,0.01750904],"study_design_scores_gemma":[0.0014940749,0.00015858821,0.2616261,0.00045665124,0.0002600406,0.00003718508,0.37299308,0.000023348677,0.0003008911,0.029342098,0.33271042,0.00059750665],"about_ca_topic_score_codex":0.00076448574,"about_ca_topic_score_gemma":0.00038502968,"teacher_disagreement_score":0.25826943,"about_ca_system_score_codex":0.00022333134,"about_ca_system_score_gemma":0.0004942536,"threshold_uncertainty_score":0.99987215},"labels":[],"label_agreement":null},{"id":"W1580708934","doi":"10.3138/cpp.2015-047","title":"The Evolution of Hourly Compensation in Canada between 1980 and 2010","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Census; Workforce; Percentile; Wage inequality; Wage; Economics; Compensation (psychology); Demographic economics; Distribution (mathematics); Inequality; Labour economics; Geography; Demography; Statistics; Economic growth; Mathematics; Psychology; Sociology","score_opus":0.042677651264687935,"score_gpt":0.3276380357192543,"score_spread":0.2849603844545664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580708934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8154384,0.00018749059,0.0000051506,0.17643707,0.0002021226,0.0002409823,0.00020536492,0.000006958916,0.007276484],"genre_scores_gemma":[0.9972232,0.000052348634,0.000001607398,0.00042597714,0.00022305064,0.00002455718,0.000005845955,0.000007345133,0.0020360893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988191,0.00015544813,0.00025051084,0.00009726376,0.000103297556,0.0005743627],"domain_scores_gemma":[0.99894947,0.0004007519,0.00009338215,0.00015149917,0.00009454164,0.0003103282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038956205,0.000068574,0.00012955068,0.00021886115,0.00052470004,0.0000049071846,0.00011754015,0.000053574113,0.000023329134],"category_scores_gemma":[0.0005198564,0.00004215912,0.000011065828,0.0002428563,0.00008287166,0.000091504124,0.000033938475,0.000109861736,0.000007832909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[9.986057e-7,5.5651014e-7,0.8858871,0.00000649896,0.000008346928,3.1078554e-7,0.0001750266,1.0936915e-8,0.000005372417,0.08616353,0.015655292,0.012096957],"study_design_scores_gemma":[0.00024264705,0.0000068536997,0.8914161,0.00003067517,0.0000022317106,1.1741328e-7,0.0005677492,0.0000011792346,9.192809e-7,0.0022469831,0.10543692,0.00004763013],"about_ca_topic_score_codex":0.99983656,"about_ca_topic_score_gemma":0.9999827,"teacher_disagreement_score":0.1817848,"about_ca_system_score_codex":0.0052699596,"about_ca_system_score_gemma":0.018492982,"threshold_uncertainty_score":0.9985486},"labels":[],"label_agreement":null},{"id":"W1581796653","doi":"10.1111/j.1540-5982.2009.01551.x","title":"Is job insecurity on the rise? Evidence from Canadian perception data","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Job insecurity; Job security; Perception; Demographic economics; Labour economics; Collar; Economics; Political science; Psychology; Work (physics)","score_opus":0.40187237052673225,"score_gpt":0.3139495959866724,"score_spread":0.08792277454005987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581796653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87612766,0.0005358659,0.0000042347488,0.11676113,0.0016391554,0.0004547799,0.0011835679,0.000007640928,0.0032859887],"genre_scores_gemma":[0.9809718,0.0006738697,0.00006175958,0.015739977,0.0018133615,0.000012864218,0.000038576683,0.000035587476,0.00065220695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969677,0.00033474914,0.0010382333,0.0004972453,0.0000076279393,0.0011544831],"domain_scores_gemma":[0.9948097,0.0007241433,0.0006385515,0.0011882951,0.0002747778,0.0023645686],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001675969,0.00033055394,0.0005853431,0.00052659196,0.0014430629,0.00008819069,0.0016136158,0.00029171127,0.002668718],"category_scores_gemma":[0.00084846455,0.0002982211,0.00015643047,0.0001384125,0.00015877608,0.0006864677,0.00005081461,0.001143102,0.00025622116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023812805,0.000023735014,0.45958227,0.00005070598,0.0005039215,0.00027444988,0.037799597,0.00016455863,0.00002511605,0.14448111,0.34247094,0.014385462],"study_design_scores_gemma":[0.0009003017,0.00063410716,0.50250006,0.0012637757,0.00016077996,0.0000379542,0.006619304,0.00082207425,0.000011293739,0.15759556,0.32861066,0.0008441374],"about_ca_topic_score_codex":0.97355646,"about_ca_topic_score_gemma":0.999851,"teacher_disagreement_score":0.10484416,"about_ca_system_score_codex":0.0048987586,"about_ca_system_score_gemma":0.0067076613,"threshold_uncertainty_score":0.999947},"labels":[],"label_agreement":null},{"id":"W1582764466","doi":"10.1002/app5.74","title":"The Political Economy of Mental Health in Vietnam: Key Lessons for Countries in Transition","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"","keywords":"Key (lock); Mental health; Politics; Transition (genetics); Political science; Political economy; Development economics; Economic system; Economics; Medicine; Psychiatry; Chemistry; Computer science; Computer security; Law","score_opus":0.04426954543292441,"score_gpt":0.4063872112649815,"score_spread":0.36211766583205707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582764466","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093877025,0.0070560426,0.00091710885,0.8926577,0.00039698934,0.0011207614,0.000036814166,0.0000142898025,0.003923295],"genre_scores_gemma":[0.99573183,0.0021365674,0.00001335375,0.0016443636,0.00017847188,0.00006255362,0.00000970221,0.00001290646,0.00021022203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968534,0.00030684043,0.0005707514,0.00009999603,0.000105273466,0.0020637247],"domain_scores_gemma":[0.99936736,0.00021111772,0.00016843113,0.000071343165,0.00009462109,0.00008710648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035270168,0.00009411913,0.00025104007,0.000088554116,0.0005439412,0.000006681742,0.00011434455,0.000060388847,0.000003743389],"category_scores_gemma":[0.000052770985,0.000067170586,0.00005598839,0.000082900675,0.00007397938,0.00010586084,0.000019134353,0.0009936978,0.000003754688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000251867,0.00004371486,0.009888472,0.000025228732,0.000030929084,1.5582474e-7,0.005056103,0.0000016723241,0.000001760214,0.982323,0.0015897418,0.0007873923],"study_design_scores_gemma":[0.0036802597,0.000588704,0.0026504847,0.000149156,0.000008197123,0.0000094271145,0.0931097,0.000045983008,0.0000053520444,0.8667646,0.03289,0.00009812043],"about_ca_topic_score_codex":0.00036758292,"about_ca_topic_score_gemma":0.032034524,"teacher_disagreement_score":0.9018548,"about_ca_system_score_codex":0.0022510267,"about_ca_system_score_gemma":0.004471387,"threshold_uncertainty_score":0.9856283},"labels":[],"label_agreement":null},{"id":"W1583123689","doi":"","title":"Comment le risque de mise a pied et les pertes de revenu des travailleurs mis a pied ont-ils evolue depuis la fin des annees 1970 au Canada?","year":2011,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0844067153337406,"score_gpt":0.3694199478285192,"score_spread":0.2850132324947786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583123689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89769804,0.0042188456,0.000022079032,0.01920349,0.00039084276,0.0021225065,0.00048633412,0.00007410997,0.07578373],"genre_scores_gemma":[0.9143762,0.0634083,0.003147919,0.0011680685,0.00036975535,0.0017677814,0.00011516645,0.00022243086,0.015424348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98606604,0.006962013,0.001566123,0.0013315366,0.0004167848,0.0036575168],"domain_scores_gemma":[0.99039495,0.0064670686,0.00050205505,0.0012071053,0.00039859576,0.001030216],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009307855,0.00087835616,0.0014328978,0.00047906744,0.0027043682,0.00010641531,0.0012612263,0.0012577027,0.0003961938],"category_scores_gemma":[0.0039018467,0.000949828,0.0003726643,0.00022528227,0.0019452029,0.00017746635,0.0013039253,0.004487719,0.000014757153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009934615,0.0012870337,0.6711306,0.003815903,0.0013026774,0.0003010193,0.15435757,0.0015213892,0.00019781555,0.0073932693,0.018431075,0.13926819],"study_design_scores_gemma":[0.0033983116,0.00042416577,0.51647586,0.0062710852,0.00014901583,0.00003912765,0.10223614,0.0010990469,0.00027637594,0.0075570643,0.36038002,0.001693797],"about_ca_topic_score_codex":0.93768156,"about_ca_topic_score_gemma":0.9864145,"teacher_disagreement_score":0.34194896,"about_ca_system_score_codex":0.012117252,"about_ca_system_score_gemma":0.018129187,"threshold_uncertainty_score":0.99929523},"labels":[],"label_agreement":null},{"id":"W1584028101","doi":"10.17269/cjph.99.1718","title":"Pour favoriser la recherche sur les soins et le travail des soignants dans divers contextes sociaux","year":2008,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.5557926879022893,"score_gpt":0.4658782539163218,"score_spread":0.08991443398596749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584028101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6386122,0.015468463,0.0022317478,0.06822007,0.0009813707,0.00078123144,0.00016983451,0.00034177737,0.27319333],"genre_scores_gemma":[0.5678735,0.018580522,0.0013526069,0.0011840349,0.0002272414,0.000047201134,0.000015678695,0.00006389503,0.41065532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99210984,0.005358785,0.0006401716,0.00049091084,0.00033098864,0.0010692888],"domain_scores_gemma":[0.9922471,0.0065806187,0.00021774296,0.00028913963,0.00041386587,0.0002515258],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026428574,0.00045751422,0.00063282857,0.000087237364,0.003256857,0.000025350228,0.0003101241,0.0010414956,0.002037457],"category_scores_gemma":[0.0017943683,0.00040058428,0.00027682752,0.00026008263,0.001285037,0.000423886,0.00030731276,0.001635275,0.0007259856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058186455,0.0006869356,0.4842061,0.0002953944,0.0003555126,0.00005640437,0.10810558,0.0000025849156,0.00037880146,0.0394296,0.33158034,0.034844555],"study_design_scores_gemma":[0.00326662,0.0001808267,0.733386,0.000844961,0.00015096986,0.000011693697,0.15679596,0.000034230176,0.000334833,0.0095567815,0.09472879,0.00070833426],"about_ca_topic_score_codex":0.045266956,"about_ca_topic_score_gemma":0.06577037,"teacher_disagreement_score":0.24917987,"about_ca_system_score_codex":0.00047098196,"about_ca_system_score_gemma":0.002073825,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W1584837997","doi":"10.17269/cjph.99.1724","title":"Public policy, caring practices and gender in health care work","year":2008,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Health care; Work (physics); Health policy; Public health; Care work; Public policy; International health; Economic shortage; Political science; Economic growth; Nursing; Medicine; Economics","score_opus":0.33587863130651097,"score_gpt":0.49266619461753514,"score_spread":0.15678756331102417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584837997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8086496,0.0047456743,0.000010971311,0.059365455,0.00017158528,0.00047041645,0.000001993383,0.00011351598,0.12647079],"genre_scores_gemma":[0.99096024,0.00151752,0.00021122154,0.0038027484,0.00022693747,0.000052335075,0.00000433411,0.000012648407,0.0032120252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986577,0.000255039,0.0002947433,0.00018953264,0.00012709796,0.00047590327],"domain_scores_gemma":[0.99924505,0.00023964953,0.00020711661,0.0001313005,0.00006771448,0.00010918984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974399,0.00009537577,0.00018530502,0.00015443668,0.0010248891,0.000006330128,0.00006045147,0.0000667424,0.000084000196],"category_scores_gemma":[0.0003071115,0.00007588083,0.00001594164,0.00029838373,0.000043629174,0.00017551823,0.0001677238,0.00029887748,0.000029332085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071433114,0.000011767908,0.94166553,0.00014529469,0.00001028976,0.0000030093845,0.0446996,2.0461145e-7,4.963797e-7,0.0051579867,0.007268296,0.0010303693],"study_design_scores_gemma":[0.00045194034,0.000025251065,0.93120074,0.000046186433,0.0000018685628,0.0000014757111,0.014689769,8.616289e-7,5.042628e-7,0.0003284302,0.05315803,0.000094961375],"about_ca_topic_score_codex":0.013611506,"about_ca_topic_score_gemma":0.007531992,"teacher_disagreement_score":0.18231064,"about_ca_system_score_codex":0.00017737811,"about_ca_system_score_gemma":0.00046425636,"threshold_uncertainty_score":0.99295694},"labels":[],"label_agreement":null},{"id":"W1586277554","doi":"10.4000/interventionseconomiques.1950","title":"Labour Market Intermittency and Its Effect on Gender Wage Gap in Spain","year":2013,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.09525355753911788,"score_gpt":0.39292923044236794,"score_spread":0.29767567290325003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586277554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077974,0.014725656,0.000038509053,0.025052061,0.002018071,0.001980704,0.00009707511,0.00010680576,0.048183747],"genre_scores_gemma":[0.8696589,0.0018085421,0.000068203495,0.00089455076,0.0003143205,0.00077710225,0.000012036546,0.000047167792,0.12641922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954377,0.0023033011,0.0010020115,0.0005064787,0.000068977286,0.0006815469],"domain_scores_gemma":[0.99795306,0.0011838563,0.00026548226,0.00030239386,0.00012441646,0.00017080206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015709912,0.0003877843,0.0005845674,0.00038917875,0.0003223893,0.000079136014,0.0002151938,0.0003494115,0.017664395],"category_scores_gemma":[0.00053695735,0.00036460982,0.00034101817,0.00014070341,0.0001376588,0.0005115781,0.00037841272,0.00083724177,0.001787946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018296848,0.0010921722,0.4793482,0.0074103726,0.0006465659,0.0000571673,0.0063698553,0.0000017315914,0.000058682093,0.16912077,0.17395754,0.16175394],"study_design_scores_gemma":[0.0020002015,0.0016252561,0.9309282,0.010872305,0.000105009996,0.0000056524254,0.0018947915,0.00031503633,0.00008339389,0.020487983,0.031081697,0.0006004908],"about_ca_topic_score_codex":0.0033159936,"about_ca_topic_score_gemma":0.003573577,"teacher_disagreement_score":0.45157996,"about_ca_system_score_codex":0.00030540055,"about_ca_system_score_gemma":0.00004122869,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W1587414220","doi":"10.55016/ojs/sppp.v7i1.42457","title":"The Rise and Fall of Social Assistance Use in Canada, 1969-2012","year":2014,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Treasury Board of Canada Secretariat; University of Calgary","funders":"","keywords":"Demographic economics; Political science; Economics","score_opus":0.06787877344350847,"score_gpt":0.3771070269822214,"score_spread":0.30922825353871297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587414220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52411675,0.00057360047,0.000088767934,0.43002188,0.00015723759,0.0007068401,0.00016305869,0.000038567792,0.04413329],"genre_scores_gemma":[0.9878362,0.000113752234,0.000028203336,0.0007520589,0.00023758975,0.00021143872,0.0000067639485,0.000013698612,0.010800311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976496,0.0008001207,0.0006095448,0.00015210763,0.0002914812,0.0004971336],"domain_scores_gemma":[0.99693996,0.0015260379,0.00045387438,0.0005163365,0.0004265794,0.00013719464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017703302,0.00011746876,0.00023457383,0.00017271849,0.0011984727,0.000034367687,0.000516255,0.000064973116,0.00006176005],"category_scores_gemma":[0.004020986,0.00007199338,0.000042063923,0.0007534565,0.00031538287,0.00038631205,0.00022677776,0.00037576738,0.000009533083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005232252,0.00002001764,0.48349914,0.000018142573,0.00003051258,1.0871434e-8,0.0005366714,2.6889757e-7,0.000012647103,0.4037879,0.11095351,0.0011359357],"study_design_scores_gemma":[0.00022676664,0.000005383587,0.6531959,0.000008678037,0.000007727059,9.175305e-8,0.00075599534,0.000012878433,9.941493e-7,0.002553256,0.34318572,0.000046574656],"about_ca_topic_score_codex":0.7396214,"about_ca_topic_score_gemma":0.9579963,"teacher_disagreement_score":0.46371943,"about_ca_system_score_codex":0.00031186594,"about_ca_system_score_gemma":0.0028873868,"threshold_uncertainty_score":0.9217804},"labels":[],"label_agreement":null},{"id":"W1588439098","doi":"","title":"Sommaire de : Le travail peu remunere et les familles economiquement vulnerables depuis 20 ans","year":2005,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07042937750497413,"score_gpt":0.39251877236267135,"score_spread":0.3220893948576972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588439098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6447799,0.0051652133,0.000015119631,0.05950354,0.0009457827,0.0027163194,0.00046681793,0.00014332416,0.28626397],"genre_scores_gemma":[0.5514994,0.27279013,0.0017507604,0.0013077534,0.0017134999,0.0020154708,0.00036238437,0.00031117513,0.16824941],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872472,0.005114516,0.0022928135,0.0019116348,0.0003655527,0.0030682741],"domain_scores_gemma":[0.9938772,0.0028794385,0.00065814826,0.0016480215,0.00031068746,0.00062651624],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009045444,0.0010078273,0.001637472,0.0006646431,0.0026131002,0.00017881895,0.0014026989,0.0019767557,0.0011913314],"category_scores_gemma":[0.00080539915,0.0011169733,0.00053055026,0.00016050793,0.0010039436,0.000328046,0.0027033177,0.00746882,0.0001702957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040571816,0.0011006348,0.27601707,0.0016391231,0.0009252373,0.0000758851,0.020529874,0.014438597,0.00011926033,0.029905912,0.012925273,0.6419174],"study_design_scores_gemma":[0.0030000384,0.00032446074,0.17761907,0.0024796056,0.00007088004,0.000011871475,0.06595374,0.0038239567,0.00007999736,0.004783746,0.74025655,0.0015960664],"about_ca_topic_score_codex":0.011505233,"about_ca_topic_score_gemma":0.114544146,"teacher_disagreement_score":0.7273313,"about_ca_system_score_codex":0.0040520607,"about_ca_system_score_gemma":0.0038117906,"threshold_uncertainty_score":0.9997712},"labels":[],"label_agreement":null},{"id":"W1590950760","doi":"","title":"Individualism: Perceptions of People Experiencing Difficulties Integrating into the Labour Market","year":2009,"lang":"en","type":"article","venue":"Canadian Review of Social Policy / Revue canadienne de politique sociale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Individualism; Sociology; Political science; Humanities; Gender studies; Art","score_opus":0.024101020759937215,"score_gpt":0.36109995605401385,"score_spread":0.33699893529407665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590950760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8264427,0.004075236,0.000003986335,0.14588077,0.00020545963,0.0010171069,0.00056476716,0.000036184898,0.021773774],"genre_scores_gemma":[0.9739343,0.0058533773,0.00007210772,0.015448389,0.0017732336,0.00020314692,0.000052241292,0.000032961136,0.0026302792],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99659836,0.000803109,0.00091361935,0.00023605366,0.00013251504,0.0013163434],"domain_scores_gemma":[0.997787,0.00025235227,0.00055527507,0.00027721588,0.0006110265,0.00051713607],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014041619,0.0002622666,0.00081149704,0.00025715333,0.0020054327,0.000011145264,0.0004612222,0.00024468914,0.0004944775],"category_scores_gemma":[0.0024539493,0.00023042764,0.00029232333,0.0008388706,0.0003253084,0.00010436995,0.000060234874,0.00055372785,0.000005304314],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029339503,0.000015374346,0.011694191,0.003606333,0.00006198732,0.0000029431128,0.5392352,1.1495314e-7,0.000059348324,0.39558688,0.044753462,0.004981252],"study_design_scores_gemma":[0.00028518907,0.000070719245,0.59907836,0.004920821,0.000116114425,0.0000041351304,0.30306777,0.0000015278767,0.000009229192,0.0130187785,0.07903133,0.0003960025],"about_ca_topic_score_codex":0.8660277,"about_ca_topic_score_gemma":0.95464593,"teacher_disagreement_score":0.58738416,"about_ca_system_score_codex":0.0024826396,"about_ca_system_score_gemma":0.004507148,"threshold_uncertainty_score":0.9992938},"labels":[],"label_agreement":null},{"id":"W1591802745","doi":"","title":"Overcrowding in Prisons: A Health Risk in Need of (Re)Consideration","year":2013,"lang":"en","type":"article","venue":"Lincoln Repository (University of Lincoln)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overcrowding; Medicine; Environmental health; Political science; Law","score_opus":0.03219321861230521,"score_gpt":0.3206250804975954,"score_spread":0.2884318618852902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591802745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98673123,0.00038942712,0.00013757854,0.002623346,0.00034818926,0.0014702159,0.000009464853,0.00004597249,0.008244573],"genre_scores_gemma":[0.99626493,0.0002590385,0.0012231536,0.00011771071,0.00007171873,0.000009529578,0.0000055798014,0.000013056117,0.0020352574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761534,0.0007807781,0.0007006708,0.000288853,0.00024360103,0.0003707649],"domain_scores_gemma":[0.9980487,0.00055793865,0.0008098752,0.00027731332,0.00020908393,0.00009704476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074873987,0.0001514813,0.0005735028,0.00034639804,0.00061311777,0.000005097622,0.00018106781,0.0002140343,0.00011942208],"category_scores_gemma":[0.00011424905,0.00017769693,0.00009653784,0.00045444383,0.00011378731,0.00037795884,0.00020523697,0.0005207543,0.000024862185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106771135,0.000203855,0.9652238,0.0003215862,0.00003522801,0.000014112017,0.02874329,0.00010604791,0.00039530138,0.00044941533,0.0032216962,0.0011789198],"study_design_scores_gemma":[0.0023769483,0.00023341629,0.9344833,0.0008795004,0.000022004017,7.4663234e-7,0.058562756,0.0010810014,0.00007588983,0.0006410236,0.0014559106,0.00018751522],"about_ca_topic_score_codex":0.05530267,"about_ca_topic_score_gemma":0.019868907,"teacher_disagreement_score":0.03543376,"about_ca_system_score_codex":0.0004321532,"about_ca_system_score_gemma":0.00045511284,"threshold_uncertainty_score":0.99801594},"labels":[],"label_agreement":null},{"id":"W1595960737","doi":"10.2139/ssrn.2288738","title":"Who Is Still Standing in Line? Addressing a Mismatch of Skills and Jobs in the Canadian Labour Market","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Line (geometry); Labour economics; Business; Economics","score_opus":0.028115340497437302,"score_gpt":0.3531603367957283,"score_spread":0.325044996298291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595960737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97735995,0.0028878248,0.000012514549,0.016356535,0.000087766326,0.00038754856,0.000008600101,0.000004612207,0.0028946726],"genre_scores_gemma":[0.9922875,0.0038203162,0.000014842898,0.0009043467,0.0001226443,0.000022248476,7.7954996e-7,0.000014590039,0.0028126913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969195,0.00043987372,0.00045070625,0.00012671486,0.0002053094,0.0018578818],"domain_scores_gemma":[0.9992498,0.00027387118,0.000179537,0.00010814121,0.00010407026,0.00008457328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002918815,0.00012534014,0.0002520731,0.00025171635,0.0005202688,0.000028255998,0.0001767332,0.00010776988,0.00025727967],"category_scores_gemma":[0.00015257121,0.00008517568,0.000032579082,0.00026032928,0.00004677906,0.00015768535,0.00003909056,0.0021185607,0.000006467951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015476631,0.00003115978,0.96364665,0.00005294521,0.000037758404,0.0000050626704,0.019126538,0.0000011212973,0.0000181977,0.009621,0.0035446736,0.0038994362],"study_design_scores_gemma":[0.0014395984,0.00013207762,0.87344325,0.0008000306,0.000015749454,0.000021737349,0.034060966,0.000048733782,0.0000057230627,0.085604124,0.004259294,0.0001687175],"about_ca_topic_score_codex":0.16149877,"about_ca_topic_score_gemma":0.86748505,"teacher_disagreement_score":0.70598626,"about_ca_system_score_codex":0.00093071867,"about_ca_system_score_gemma":0.0019534791,"threshold_uncertainty_score":0.92042106},"labels":[],"label_agreement":null},{"id":"W1596784654","doi":"","title":"Gender, household labour, and psychological distress","year":2008,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distress; Psychology; Psychological distress; Social psychology; Labour economics; Economics; Clinical psychology; Anxiety; Psychiatry","score_opus":0.05052531054976523,"score_gpt":0.2542442574577151,"score_spread":0.2037189469079499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596784654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891042,0.00019174279,0.00065422006,0.0014992801,0.00018372,0.00051929464,0.0010341649,0.0003810888,0.0064322753],"genre_scores_gemma":[0.9379092,0.0014780062,0.0031886138,0.00012686886,0.000058562033,3.05886e-8,0.00011442871,0.00003305863,0.057091262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971989,0.0004840081,0.0002990861,0.0008098612,0.00047239786,0.00073574146],"domain_scores_gemma":[0.9977765,0.00035291072,0.0005815708,0.000640099,0.00018547369,0.00046342995],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018899135,0.00043659404,0.00093283405,0.00045510224,0.0024216592,0.0000055066625,0.0010927733,0.00055885414,0.0019045908],"category_scores_gemma":[0.000011613511,0.00057786476,0.00035185035,0.0007726319,0.002090094,0.0015083827,0.0014360774,0.00078105833,0.000054725664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025444317,0.0010148751,0.43594927,0.0007872618,0.00071606075,0.001597054,0.53822565,0.00002336332,0.0008104706,0.0009360038,0.015467843,0.0019277192],"study_design_scores_gemma":[0.0036138208,0.00027974634,0.25386387,0.0001454665,0.00018140106,0.000011536003,0.7242305,0.000009909762,0.00003767589,0.00028535657,0.016848601,0.0004920558],"about_ca_topic_score_codex":0.020307075,"about_ca_topic_score_gemma":0.0047449204,"teacher_disagreement_score":0.18600489,"about_ca_system_score_codex":0.00013100106,"about_ca_system_score_gemma":0.00039971955,"threshold_uncertainty_score":0.9996673},"labels":[],"label_agreement":null},{"id":"W1597123412","doi":"10.7202/1006146ar","title":"Activité professionnelle et responsabilités familiales: les mères sont-elles encore perdantes dans leur qualité d'emploi?","year":2011,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.18586913014415302,"score_gpt":0.39051278969135433,"score_spread":0.20464365954720132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597123412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89408225,0.012603402,0.0009221492,0.04054799,0.003201038,0.00238574,0.00058425654,0.00052287953,0.045150276],"genre_scores_gemma":[0.805938,0.0033517506,0.0010889253,0.0003286955,0.00071757234,0.000425049,0.00012459066,0.00017540075,0.18785004],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9887408,0.0057264185,0.0019150685,0.0011626072,0.0007399227,0.0017152096],"domain_scores_gemma":[0.99086535,0.0060598426,0.00083518476,0.0012273133,0.0005272667,0.00048502235],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0029094191,0.0009642432,0.0010251802,0.00051524496,0.004697265,0.000053238127,0.0007315149,0.0023806975,0.005158521],"category_scores_gemma":[0.0039148577,0.00087888533,0.00044489987,0.0011229956,0.001430212,0.0008749393,0.0008109879,0.0040107043,0.0010256317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036779215,0.0011773249,0.6592946,0.00014986105,0.00039831526,0.00003262975,0.18200253,0.000032925687,0.0002832392,0.0669139,0.07408614,0.015260715],"study_design_scores_gemma":[0.0016750374,0.0005187485,0.30555654,0.0032141907,0.00044792646,0.000013155276,0.52617216,0.00012283608,0.00066162844,0.0072860206,0.15312874,0.0012030072],"about_ca_topic_score_codex":0.010801424,"about_ca_topic_score_gemma":0.008524961,"teacher_disagreement_score":0.3537381,"about_ca_system_score_codex":0.00052614824,"about_ca_system_score_gemma":0.0016826568,"threshold_uncertainty_score":0.99975216},"labels":[],"label_agreement":null},{"id":"W1597500665","doi":"","title":"Summary Of: Work Hours Instability in Canada","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Work hours; Work (physics); Working hours; Demographic economics; Working time; Equity (law); Inequality; Panel Study of Income Dynamics; Instability; Economics; Labour economics; Political science; Engineering; Mathematics","score_opus":0.06387754334279792,"score_gpt":0.3861205925828715,"score_spread":0.3222430492400736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597500665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8242161,0.0003506218,1.4246379e-7,0.0010516094,0.00074033794,0.0012426513,0.0001364326,0.000015647833,0.17224643],"genre_scores_gemma":[0.9916236,0.004459978,0.00008474859,0.000108059576,0.00019657522,0.00053773687,0.000103206854,0.000052453066,0.0028336826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99529445,0.0010993758,0.0013692518,0.0007357709,0.00033530858,0.0011658247],"domain_scores_gemma":[0.9964917,0.0019339898,0.0003263377,0.0009493567,0.00016703253,0.00013163604],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028492135,0.00029141002,0.0008719728,0.0003962077,0.00023435186,0.000008418722,0.0006108045,0.00043897732,0.00012164712],"category_scores_gemma":[0.00057107664,0.00030476804,0.00010563513,0.00024858554,0.0002453598,0.00004839824,0.00196243,0.003531301,0.0000036496956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010816146,0.000070709386,0.96150565,0.00042198773,0.00003351573,0.000015954049,0.00051691034,0.0014182912,8.582931e-7,0.000048005426,0.002882762,0.032977182],"study_design_scores_gemma":[0.0005754953,0.000020117388,0.9796953,0.0012443159,0.000004278575,8.6892975e-8,0.002487346,0.00006022115,0.00000406792,0.000829119,0.014791624,0.00028800257],"about_ca_topic_score_codex":0.898869,"about_ca_topic_score_gemma":0.99164224,"teacher_disagreement_score":0.16941275,"about_ca_system_score_codex":0.0071260505,"about_ca_system_score_gemma":0.008965164,"threshold_uncertainty_score":0.99994045},"labels":[],"label_agreement":null},{"id":"W1599309575","doi":"10.7202/014169ar","title":"L’impact du cadre législatif sur le taux de syndicalisation des intérimaires au Québec et en France","year":2006,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03766922224788335,"score_gpt":0.33569299323203156,"score_spread":0.29802377098414823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599309575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85676473,0.007675328,0.003640493,0.111562505,0.00060595095,0.0006233644,0.00014662305,0.00016685163,0.018814165],"genre_scores_gemma":[0.9430399,0.00068783935,0.00040465491,0.00022437691,0.0011862763,0.00008326064,0.0001511514,0.000062170635,0.05416038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625474,0.0013974627,0.00082545186,0.0003699303,0.0003094628,0.000842937],"domain_scores_gemma":[0.9962905,0.0025714866,0.00036502664,0.0003295029,0.00026273655,0.00018075257],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011058234,0.00036967627,0.000397665,0.00021857886,0.0027883516,0.000048915244,0.00020692938,0.0011252139,0.000948355],"category_scores_gemma":[0.0017528818,0.0003620198,0.00018263224,0.0006305406,0.00059713103,0.00060383644,0.00014695116,0.0015636053,0.0003178301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001584997,0.00029928936,0.80962497,0.00003141031,0.00012193959,0.0000097576785,0.030278118,0.0040535643,0.000015634552,0.027812565,0.11782674,0.009910195],"study_design_scores_gemma":[0.00089539005,0.00008678524,0.81657475,0.0006228951,0.00011993416,0.0000086532655,0.0053813662,0.000867582,0.000030269532,0.003913269,0.17116088,0.00033822193],"about_ca_topic_score_codex":0.6403853,"about_ca_topic_score_gemma":0.19403501,"teacher_disagreement_score":0.4463503,"about_ca_system_score_codex":0.0020272725,"about_ca_system_score_gemma":0.00736021,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W1599510659","doi":"","title":"The Responses of Male and Female Managers to Workplace Stress and Downsizing","year":2005,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stressor; Psychology; Coping (psychology); Social psychology; Griffin; Qualitative research; Role conflict; Developmental psychology; Applied psychology; Clinical psychology; Sociology","score_opus":0.03433027334870812,"score_gpt":0.32422865595330036,"score_spread":0.2898983826045922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599510659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855616,0.0011485294,0.00028937674,0.0060883556,0.00008983911,0.0003360032,0.000032181408,0.000028039352,0.0064260424],"genre_scores_gemma":[0.9725398,0.00045248048,0.0005741221,0.00012182408,0.000050827384,0.0000010317159,0.000002194517,0.000008866738,0.026248895],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99896914,0.0001989206,0.00016414691,0.00020207092,0.00017192047,0.00029381542],"domain_scores_gemma":[0.9986464,0.0007772381,0.00015651103,0.00021461531,0.000107126485,0.000098136865],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00048958143,0.00011321572,0.0002285615,0.00010833756,0.0015939212,0.0000115073635,0.00016608622,0.0000760607,0.00008501485],"category_scores_gemma":[0.000112478614,0.00010399583,0.00004515639,0.0001672289,0.0003430503,0.00020358869,0.00036956955,0.0001640289,0.000019708556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072614226,0.0000436431,0.7003898,0.00035675528,0.00021166864,0.000008639215,0.035141647,0.000016554057,0.000031443855,0.25637612,0.0059082,0.0007893728],"study_design_scores_gemma":[0.0017343041,0.00020323276,0.3380421,0.0004420179,0.00017053918,0.000003034186,0.2368249,0.000025567992,0.000003946365,0.3920892,0.03010986,0.0003512843],"about_ca_topic_score_codex":0.000501923,"about_ca_topic_score_gemma":0.0054300698,"teacher_disagreement_score":0.3623477,"about_ca_system_score_codex":0.000050654566,"about_ca_system_score_gemma":0.00003562128,"threshold_uncertainty_score":0.99970585},"labels":[],"label_agreement":null},{"id":"W1600346329","doi":"10.4000/travailemploi.4019","title":"Les absences au travail des femmes suédoises","year":2008,"lang":"fr","type":"article","venue":"Travail et emploi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"Organisation de Coopération et de Développement Économiques","keywords":"Humanities; Political science; Commodification; Art; Economics; Economy","score_opus":0.19773352525305327,"score_gpt":0.4179713110461988,"score_spread":0.2202377857931455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600346329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.862436,0.046990428,0.000086690634,0.016498096,0.0024446852,0.0007799721,0.00017171269,0.0003812175,0.0702112],"genre_scores_gemma":[0.74755734,0.02752471,0.00037899456,0.0011981452,0.0010613133,0.00011973047,0.000034943245,0.00010856515,0.22201626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940498,0.0015540526,0.001128035,0.00078587775,0.0006542467,0.0018279803],"domain_scores_gemma":[0.9969346,0.001378647,0.00034526948,0.00055188016,0.00033635655,0.0004532708],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001185659,0.000739422,0.0009509264,0.00020760397,0.0039156675,0.00004192031,0.0005191692,0.00065415754,0.00431375],"category_scores_gemma":[0.000366041,0.0006689692,0.00034178403,0.00048949383,0.0030997084,0.0005301738,0.00022562544,0.0012284024,0.002492683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009796601,0.000460625,0.6740662,0.00083826954,0.00027450742,0.00010643907,0.12934226,0.000006329868,0.00007831018,0.0035146242,0.12517886,0.066035606],"study_design_scores_gemma":[0.001036099,0.00041064277,0.8133768,0.0008305198,0.00014834522,0.000036319703,0.014101036,0.0000039651536,0.0000957161,0.0009560416,0.16835865,0.0006458956],"about_ca_topic_score_codex":0.07946413,"about_ca_topic_score_gemma":0.07619222,"teacher_disagreement_score":0.15180507,"about_ca_system_score_codex":0.00034345814,"about_ca_system_score_gemma":0.0007532151,"threshold_uncertainty_score":0.9996133},"labels":[],"label_agreement":null},{"id":"W1601872852","doi":"","title":"Have Permanent Layoff Rates Increased in Canada","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layoff; Sample (material); Demographic economics; Business; Economics; Unemployment; Economic growth","score_opus":0.06318326217913858,"score_gpt":0.40603052950196195,"score_spread":0.34284726732282333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601872852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8588119,0.00031737273,9.095978e-8,0.0030784376,0.0006939116,0.0016968135,0.00014350849,0.000027586071,0.13523035],"genre_scores_gemma":[0.9851932,0.008392882,0.000025129239,0.0004906084,0.00030985053,0.001063979,0.000182049,0.000073566065,0.0042687454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954,0.0007210746,0.0011277834,0.0008761312,0.0003683353,0.0015066394],"domain_scores_gemma":[0.99723047,0.0012786683,0.00024974917,0.0008217653,0.00016237363,0.0002569988],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020132242,0.0003873892,0.0008247495,0.00047427832,0.00048122407,0.000025313853,0.0006388728,0.00044352392,0.00036817772],"category_scores_gemma":[0.000539734,0.00039475103,0.00009990296,0.00011224712,0.00016306082,0.000059650814,0.0019215895,0.00402493,0.000029985182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012958248,0.000090807676,0.9857919,0.0006484305,0.00008742572,0.00015363253,0.0020441492,0.0029548144,0.000010599821,0.00030924566,0.0011964685,0.006582934],"study_design_scores_gemma":[0.0028819186,0.00006990304,0.9248388,0.0023975044,0.000013842255,0.0000018079471,0.018046957,0.0010507774,0.000037361846,0.0038593125,0.045886226,0.00091558456],"about_ca_topic_score_codex":0.94336617,"about_ca_topic_score_gemma":0.99356204,"teacher_disagreement_score":0.13096161,"about_ca_system_score_codex":0.01356101,"about_ca_system_score_gemma":0.014236536,"threshold_uncertainty_score":0.99985045},"labels":[],"label_agreement":null},{"id":"W1602043927","doi":"10.4000/pistes.2306","title":"Les effets de la précarité du travail sur la santé : le droit du travail peut-il s’en saisir ?","year":2009,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Labour law; Philosophy; Law","score_opus":0.015657468526714628,"score_gpt":0.36901425903412655,"score_spread":0.3533567905074119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602043927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75007445,0.045130815,0.00095925893,0.020965973,0.0011653918,0.0016662468,0.000475654,0.00085255195,0.17870969],"genre_scores_gemma":[0.9578825,0.019059977,0.00029424002,0.0006239349,0.0019816451,0.0002583134,0.00006130427,0.00033436686,0.01950369],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9791305,0.012985746,0.00195407,0.0022103223,0.0010771013,0.0026422488],"domain_scores_gemma":[0.98713136,0.009273281,0.00077589543,0.0012451686,0.000707591,0.0008667005],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.006907949,0.0017970084,0.0022445472,0.00062530645,0.0028860439,0.00043156583,0.0015512375,0.0017800442,0.001132905],"category_scores_gemma":[0.002116419,0.0018255902,0.0012509673,0.0007569895,0.0030476735,0.0011730188,0.00089418906,0.004074075,0.00023471483],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001358766,0.00663538,0.041753005,0.0010331451,0.001358407,0.0007762168,0.5771508,0.00005999816,0.00097004516,0.02622323,0.084426016,0.258255],"study_design_scores_gemma":[0.006500518,0.0009912669,0.8320913,0.002130302,0.0004569922,0.0002556297,0.12479994,0.00025147048,0.00017952555,0.007910211,0.022779053,0.0016538152],"about_ca_topic_score_codex":0.009355265,"about_ca_topic_score_gemma":0.014795551,"teacher_disagreement_score":0.7903383,"about_ca_system_score_codex":0.0013677634,"about_ca_system_score_gemma":0.0018877143,"threshold_uncertainty_score":0.9997802},"labels":[],"label_agreement":null},{"id":"W1602265629","doi":"","title":"Commentary on \"organizational dynamics over the business cycle: a view on jobless recoveries\"","year":2005,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business cycle; Organizational dynamics; Dynamics (music); Economics; Business; Macroeconomics; Political science; Sociology; Public relations","score_opus":0.028711114067041483,"score_gpt":0.3382804814197704,"score_spread":0.30956936735272894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602265629","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01837247,0.041552883,0.000008108834,0.90937966,0.0015525233,0.00330852,0.0010841851,0.000088976216,0.02465265],"genre_scores_gemma":[0.030475281,0.10408642,0.000032099837,0.8609807,0.0010774737,0.00037830076,0.001157493,0.00007541771,0.0017368335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977124,0.00041463834,0.0005943559,0.00034260278,0.00031075245,0.00062528654],"domain_scores_gemma":[0.9985462,0.00029200027,0.00019238252,0.00053373957,0.00013548326,0.00030019722],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004667561,0.00031342782,0.00045461307,0.00008817884,0.001465562,0.000016898392,0.00036817844,0.00008413533,0.0071282987],"category_scores_gemma":[0.00007410543,0.00022246968,0.00008671462,0.0005388807,0.000090872556,0.00013647275,0.00008131681,0.00047500432,0.0010836713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001064374,0.000040785904,0.029914692,0.0007606794,0.00008525222,0.0000073427086,0.0001663862,0.00001059318,1.4188176e-7,0.0026974047,0.93551755,0.030788504],"study_design_scores_gemma":[0.00035416812,0.000045109206,0.036339473,0.0054725246,0.000093222065,0.0000016435282,0.00020887745,0.000021639058,2.739695e-7,0.0001649489,0.9570467,0.00025144868],"about_ca_topic_score_codex":0.053304877,"about_ca_topic_score_gemma":0.5352565,"teacher_disagreement_score":0.48195162,"about_ca_system_score_codex":0.0019643027,"about_ca_system_score_gemma":0.00044323492,"threshold_uncertainty_score":0.9998344},"labels":[],"label_agreement":null},{"id":"W1603197039","doi":"","title":"Work and Well-being in the Knowledge Economy: Evaluating the Effects of a Summer Employment Program for Youth from Low Income Neighborhoods","year":2013,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychosocial; Agency (philosophy); Positive Youth Development; Psychology; Inclusion (mineral); Work (physics); Social psychology; Sociology; Developmental psychology; Engineering","score_opus":0.05319848270495723,"score_gpt":0.41162929182148855,"score_spread":0.3584308091165313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603197039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97441316,0.0006426163,0.000042429354,0.0029773843,0.00027526027,0.0065264055,0.0000022727302,0.000047743746,0.015072726],"genre_scores_gemma":[0.99396473,0.000027847462,0.00022610574,0.0007152598,0.00019044829,0.004141071,0.000009916158,0.00002127873,0.0007033429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818385,0.00057938683,0.00047999,0.00023604199,0.00010315258,0.00041756078],"domain_scores_gemma":[0.9951212,0.0042851567,0.00016526411,0.00028078113,0.00010610613,0.00004150147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010525306,0.00017775752,0.00030392082,0.000048892012,0.00056102616,0.00002664897,0.00021319596,0.000086039036,0.00009120633],"category_scores_gemma":[0.00021082378,0.000086912856,0.000064401924,0.00017070421,0.00007865615,0.00009571717,0.00021316698,0.00025588172,0.000028769955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037038553,0.00015231947,0.89328396,0.00034738745,0.00009415755,1.4656496e-7,0.07380605,6.482553e-7,0.00001157724,0.002809398,0.0013603466,0.02809695],"study_design_scores_gemma":[0.003364325,0.0009805465,0.9476545,0.0013952842,0.00018184759,5.2305186e-8,0.02525006,0.000602235,0.00005770187,0.018132273,0.0020778112,0.00030336698],"about_ca_topic_score_codex":0.0012420762,"about_ca_topic_score_gemma":0.0006258179,"teacher_disagreement_score":0.05437051,"about_ca_system_score_codex":0.000046882808,"about_ca_system_score_gemma":0.000056054087,"threshold_uncertainty_score":0.43150166},"labels":[],"label_agreement":null},{"id":"W1605451688","doi":"10.1007/978-94-007-4276-5","title":"Handbook of the Sociology of Mental Health","year":2012,"lang":"en","type":"book","venue":"Handbooks of sociology and social research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":921,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Sociology; Social science; Epistemology; Engineering ethics; Psychology; Psychiatry; Engineering; Philosophy","score_opus":0.2551569262798275,"score_gpt":0.5384302358780819,"score_spread":0.2832733095982544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605451688","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16781847,0.22570473,0.000025640757,0.04370907,0.0037318529,0.008967906,0.0022890607,0.000083879575,0.5476694],"genre_scores_gemma":[0.25881588,0.015422357,0.00004794441,0.0009864963,0.0016907321,0.00022052118,0.00020186506,0.00010119399,0.722513],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941856,0.00306747,0.0010107773,0.00029315153,0.000531223,0.0009117561],"domain_scores_gemma":[0.99587214,0.0021864478,0.0009942991,0.00026231052,0.00060391566,0.00008090317],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0043638274,0.00024656783,0.001359126,0.00017197986,0.002546241,8.7163926e-7,0.00042130725,0.0014457479,0.0002873791],"category_scores_gemma":[0.00018611127,0.00017602691,0.0002958025,0.000041486415,0.014059345,0.000028259501,0.00094971043,0.0022914743,0.00001442951],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003607283,0.000119540324,0.03224442,0.003192918,0.0007817769,3.9886757e-7,0.3574883,1.27662565e-8,0.0005969981,0.21220055,0.3908318,0.002182536],"study_design_scores_gemma":[0.0063837655,0.0023812703,0.05784535,0.006524764,0.0002821468,0.0000019716708,0.068656854,7.406076e-7,0.00049919885,0.435133,0.42144775,0.0008431786],"about_ca_topic_score_codex":0.00025685708,"about_ca_topic_score_gemma":0.00013739071,"teacher_disagreement_score":0.28883144,"about_ca_system_score_codex":0.00026665675,"about_ca_system_score_gemma":0.0023796302,"threshold_uncertainty_score":0.9998506},"labels":[],"label_agreement":null},{"id":"W1605547098","doi":"10.1108/sej-07-2014-0033","title":"Social support for improved work integration","year":2015,"lang":"en","type":"article","venue":"Social enterprise journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disadvantaged; CLARITY; Originality; Social work; Public relations; Generalizability theory; Psychology; Vocational education; Social support; Context (archaeology); Work (physics); Social psychology; Applied psychology; Political science; Pedagogy","score_opus":0.10028303280200769,"score_gpt":0.44966709816107486,"score_spread":0.3493840653590672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605547098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45354804,0.00065132097,0.088288054,0.2641616,0.035218384,0.0064832107,0.00025963003,0.0008868146,0.15050295],"genre_scores_gemma":[0.96163726,0.00003505518,0.00057730544,0.0028574483,0.013824977,0.00019846403,0.000055006705,0.000061126324,0.020753358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984316,0.00022510887,0.00051208725,0.0001315307,0.00021366199,0.0004859585],"domain_scores_gemma":[0.9988261,0.00009195603,0.00036655902,0.000049592618,0.0005209861,0.00014482465],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010699219,0.00014749511,0.00028506952,0.000071726216,0.002339218,0.00003460833,0.00014471452,0.00018396688,0.00015700125],"category_scores_gemma":[0.0002478491,0.00012064896,0.0002148703,0.000120020355,0.00005722507,0.00017922517,0.000078127196,0.0006147665,0.00006455092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006874051,0.00007193787,0.014859139,0.000017771414,0.00010599658,0.0000022199515,0.05245482,8.859139e-8,0.00008693774,0.0011831184,0.91112065,0.019409936],"study_design_scores_gemma":[0.008928551,0.00061056996,0.027576918,0.00013820756,0.00022197262,0.0000051216175,0.04889594,0.000030212348,0.000027051854,0.03308975,0.87992436,0.000551342],"about_ca_topic_score_codex":0.000022988073,"about_ca_topic_score_gemma":0.000055600543,"teacher_disagreement_score":0.5080892,"about_ca_system_score_codex":0.0003596893,"about_ca_system_score_gemma":0.00037962053,"threshold_uncertainty_score":0.9989596},"labels":[],"label_agreement":null},{"id":"W1606388774","doi":"10.32920/29156090.v1","title":"Nonhiring and Dismissal of Senior Workers: Is It All About the Money?","year":2025,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dismissal; Labour economics; Business; Economics; Political science; Law","score_opus":0.06872806779550503,"score_gpt":0.4375304479603164,"score_spread":0.36880238016481137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606388774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5648547,0.001514387,0.00023871919,0.15227754,0.0004257026,0.0006308525,0.000008900878,0.000064675085,0.2799845],"genre_scores_gemma":[0.89334714,0.000335207,0.00009923511,0.0069717374,0.00006319638,0.00004279148,0.000001149991,0.000006555271,0.09913301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926275,0.00007188337,0.00024631142,0.00012223319,0.000087471984,0.00020933812],"domain_scores_gemma":[0.99932057,0.00038215297,0.000056505527,0.00016397376,0.00004964791,0.000027142794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024165947,0.00008111564,0.0001519362,0.0000318935,0.0004059464,0.0000046387104,0.00008586992,0.00005704776,0.00034255162],"category_scores_gemma":[0.00004574843,0.000045523837,0.000033903518,0.00009752966,0.000069796355,0.0000371184,0.00021966454,0.00016836707,0.000023876193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028313696,0.000017127375,0.65765595,0.00015182908,0.000119678545,4.6824044e-7,0.012923285,3.109819e-7,0.00006618618,0.0044957874,0.32166857,0.0028724987],"study_design_scores_gemma":[0.0010203017,0.000035736262,0.58500445,0.00074023445,0.00011918655,1.4182112e-7,0.048998002,0.00007928596,0.00022974976,0.0020137213,0.36159965,0.00015955177],"about_ca_topic_score_codex":0.0007949438,"about_ca_topic_score_gemma":0.0004590723,"teacher_disagreement_score":0.32849243,"about_ca_system_score_codex":0.000013105081,"about_ca_system_score_gemma":0.00003364431,"threshold_uncertainty_score":0.37507},"labels":[],"label_agreement":null},{"id":"W1606477341","doi":"","title":"Unemployment and mortality in France, 1982-2002","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Economics; Panel data; Externality; Demographic economics; Unemployment rate; Mortality rate; Demography; Econometrics; Macroeconomics","score_opus":0.09649167562169053,"score_gpt":0.4525654542165016,"score_spread":0.35607377859481104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606477341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81078243,0.00081589434,8.2581204e-7,0.0010151892,0.0007560493,0.0017641577,0.00007871887,0.000046682344,0.18474005],"genre_scores_gemma":[0.9207787,0.04961727,0.00017777676,0.0006379911,0.00076676125,0.0013865302,0.0000817408,0.000119712444,0.0264335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951166,0.00074247166,0.0012758484,0.0010487323,0.0003507273,0.0014656223],"domain_scores_gemma":[0.9973231,0.0011794992,0.000255311,0.0008875362,0.0001280486,0.000226515],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005278348,0.00038291907,0.0008659428,0.00071993447,0.00045663756,0.000028924846,0.0004373841,0.0007702201,0.00030765275],"category_scores_gemma":[0.00037790395,0.00039157135,0.00010418511,0.00019279115,0.0003990069,0.00007382688,0.0023366157,0.004034698,0.00003972927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004914861,0.000123582,0.9673423,0.00056579476,0.00008145384,0.00004122353,0.0019752441,0.00021144141,0.0000049204104,0.00051723496,0.00043333467,0.028654324],"study_design_scores_gemma":[0.0012107493,0.00006260373,0.891362,0.0008842214,0.000009151376,5.4812233e-7,0.0019931043,0.00044925744,0.000005833682,0.0028882234,0.1006971,0.000437201],"about_ca_topic_score_codex":0.002645294,"about_ca_topic_score_gemma":0.012678312,"teacher_disagreement_score":0.15830655,"about_ca_system_score_codex":0.0011808107,"about_ca_system_score_gemma":0.0005711757,"threshold_uncertainty_score":0.9998536},"labels":[],"label_agreement":null},{"id":"W161860234","doi":"10.1007/978-1-4757-3347-1_3","title":"Unemployment Insurance: Lessons from Canada","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Unemployment; Subject (documents); Economics; Political science; Economic growth; Law","score_opus":0.08068723185274261,"score_gpt":0.373502065656687,"score_spread":0.29281483380394435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161860234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092720095,0.0015445229,0.000007877091,0.0193075,0.0023628739,0.000713974,0.000973339,0.00017173875,0.973991],"genre_scores_gemma":[0.01323331,0.00247862,0.000021485965,0.0051114555,0.0011763598,0.00009000418,0.00035418879,0.000105232226,0.97742933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757427,0.000052022817,0.00070719543,0.0005167346,0.0005500479,0.000599729],"domain_scores_gemma":[0.99835724,0.00041662663,0.00032069237,0.00053919235,0.00018463624,0.00018159437],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011285766,0.0004910051,0.00071293744,0.000065965774,0.00087315455,0.0000061466503,0.00027059542,0.0004549384,0.021945264],"category_scores_gemma":[0.00002057539,0.00040276416,0.00011510057,0.00002708693,0.000060235576,0.00003548203,0.00029080728,0.0010015904,0.00079241925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020695892,0.000009674726,0.03668411,0.000055102493,0.0003017308,0.00006037024,0.00025956795,5.07565e-7,0.0000011271485,0.12606828,0.83318126,0.0033575974],"study_design_scores_gemma":[0.00044075446,0.000019310972,0.0118626105,0.0004949338,0.00006090797,2.2945952e-7,0.00019709866,3.354399e-7,0.0000014425183,0.015287674,0.97119725,0.00043746005],"about_ca_topic_score_codex":0.8971297,"about_ca_topic_score_gemma":0.9818457,"teacher_disagreement_score":0.138016,"about_ca_system_score_codex":0.00072964473,"about_ca_system_score_gemma":0.0013198516,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W161946265","doi":"10.1177/070674370905401207","title":"Prospective Evaluation of the Effect of Major Depression on Working Status in a Population Sample","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Sample (material); Psychology; Population; Psychiatry; Medicine; Clinical psychology; Environmental health","score_opus":0.03781680949652145,"score_gpt":0.3842714987586803,"score_spread":0.34645468926215883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161946265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99000555,0.00083101087,0.0000031054587,0.0060729994,0.0011212896,0.00065878266,0.000007440681,0.0000016673482,0.0012981484],"genre_scores_gemma":[0.99957424,0.0000052681494,0.000056603465,0.00014527855,0.00018935023,0.0000067341143,0.0000012358836,0.0000061828705,0.000015084422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803925,0.00087720994,0.00045259352,0.0000652765,0.00035381463,0.00021185493],"domain_scores_gemma":[0.99875164,0.00025902188,0.00061122613,0.0001561472,0.00015432233,0.00006766073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020938187,0.00007899633,0.00019463818,0.00015702777,0.0004183671,0.000003417666,0.00014157318,0.00006243137,0.00004198897],"category_scores_gemma":[0.000460803,0.00004098915,0.00007566459,0.00025259744,0.000031517047,0.000042160824,0.00000802979,0.00038603414,7.1482674e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013941296,0.000009201589,0.9921172,0.000017543647,0.000019939165,1.2479201e-7,0.0017373515,0.00019884254,0.0000095648675,0.0016585124,0.0005132496,0.0035790557],"study_design_scores_gemma":[0.0012171863,0.00027281328,0.9682493,0.0009617232,0.000078056735,5.576283e-7,0.00036927295,0.000023117826,0.000032051645,0.02871721,0.000042382195,0.000036302594],"about_ca_topic_score_codex":0.027701655,"about_ca_topic_score_gemma":0.50674117,"teacher_disagreement_score":0.47903952,"about_ca_system_score_codex":0.00033230043,"about_ca_system_score_gemma":0.0008007874,"threshold_uncertainty_score":0.97877294},"labels":[],"label_agreement":null},{"id":"W1625054825","doi":"10.3917/dbu.herma.2007.01.0177","title":"Travail, chômage et stigmatisation","year":2007,"lang":"fr","type":"book-chapter","venue":"De Boeck Supérieur eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09743924820294393,"score_gpt":0.38928618903858303,"score_spread":0.2918469408356391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625054825","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007013654,0.0018852819,0.0016352698,0.0028384498,0.0023933756,0.0021114529,0.00036495525,0.0003861594,0.9813714],"genre_scores_gemma":[0.044859663,0.0009039657,0.0009590914,0.006716742,0.0016730131,0.00012941123,0.00030735024,0.00034940543,0.94410133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943569,0.0007115488,0.0016765099,0.00091191905,0.0007971044,0.0015460368],"domain_scores_gemma":[0.99609494,0.0013245138,0.0008283129,0.000843014,0.0003878165,0.00052141637],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025948274,0.0010827675,0.0012060245,0.00041503267,0.0015430757,0.00006277291,0.00044919504,0.0018730918,0.004355376],"category_scores_gemma":[0.00023444704,0.0011276407,0.00044759296,0.000041575677,0.000731163,0.00015392162,0.00041423246,0.002860709,0.002935141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025228676,0.000088594476,0.008736268,0.0017311913,0.00057907647,0.00034400364,0.053808644,0.000003850148,0.00019561901,0.74687266,0.13495159,0.052436236],"study_design_scores_gemma":[0.0013995101,0.00029178083,0.023991592,0.002306059,0.0003884629,0.000022050042,0.0020054928,0.000026043745,0.000059100465,0.013390364,0.9549901,0.0011294443],"about_ca_topic_score_codex":0.0014237288,"about_ca_topic_score_gemma":0.0072496007,"teacher_disagreement_score":0.8200385,"about_ca_system_score_codex":0.0005393348,"about_ca_system_score_gemma":0.000598535,"threshold_uncertainty_score":0.99975675},"labels":[],"label_agreement":null},{"id":"W16271730","doi":"10.1016/j.marpolbul.2005.09.043","title":"Available but not accessible : the tripartite system of maternity and parental leave provision in Canada","year":2003,"lang":"en","type":"dissertation","venue":"Marine Pollution Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Parental leave; Welfare state; Welfare; Political science; Context (archaeology); Inequality; Sociology; Geography; Law; Politics","score_opus":0.025059322551877403,"score_gpt":0.306427578341813,"score_spread":0.2813682557899356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16271730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9500179,0.00043868556,7.741211e-7,0.002018997,0.0013010544,0.001311998,0.00015141157,0.00003239434,0.044726778],"genre_scores_gemma":[0.84984183,0.00021161434,0.000011355887,0.00020704677,0.00006700718,0.00023829316,0.00022503459,0.000026858484,0.14917094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976348,0.00047051598,0.0008224193,0.00031306536,0.0003475449,0.00041161274],"domain_scores_gemma":[0.99886537,0.00012538678,0.0005772941,0.00024189209,0.0001298149,0.00006023918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005734807,0.00026024805,0.00049433584,0.00011181767,0.00054129446,0.000011978,0.00015759855,0.00017758876,0.0024589535],"category_scores_gemma":[0.00008042696,0.0001882931,0.000043935146,0.000152487,0.000032201177,0.00002992402,0.00015578537,0.0005146572,0.00013811476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009401723,0.000084440464,0.7678424,0.005444043,0.0000966047,0.000018171973,0.0013662999,0.000006330456,0.00019493584,0.0007800448,0.22076026,0.0024663042],"study_design_scores_gemma":[0.0018356068,0.00006798824,0.7891918,0.0015932757,0.00009988502,0.000002499515,0.023728235,0.000032886503,0.0010972193,0.00002533103,0.18192425,0.00040101563],"about_ca_topic_score_codex":0.92939085,"about_ca_topic_score_gemma":0.9359339,"teacher_disagreement_score":0.10444415,"about_ca_system_score_codex":0.00067143637,"about_ca_system_score_gemma":0.00086432765,"threshold_uncertainty_score":0.99845296},"labels":[],"label_agreement":null},{"id":"W16284646","doi":"10.25071/1705-1436.58","title":"The Proliferation and Consequences of Temporary Help Work: A Cross-Border Comparison","year":2009,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dozen; Work (physics); Temporary work; Demographic economics; Capitalism; Service (business); Population; Service worker; Political science; Business; Labour economics; Economic growth; Sociology; Economics; Demography; Marketing; Law; Engineering; Politics","score_opus":0.06892326593512578,"score_gpt":0.48246184915871054,"score_spread":0.4135385832235848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16284646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734237,0.002115527,0.0000123717,0.018259184,0.00021834155,0.0004400394,0.000008354494,0.000043360797,0.0054790946],"genre_scores_gemma":[0.9886352,0.00022593988,0.000047465204,0.00082165335,0.00015037302,0.000033736138,0.00000418821,0.00000510454,0.010076363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990176,0.00014736832,0.00035859185,0.00011884678,0.0001382307,0.0002193807],"domain_scores_gemma":[0.9992649,0.00022786348,0.00018504368,0.00012475243,0.00016169796,0.000035757097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040408643,0.00008639609,0.00017881709,0.000024245152,0.0010749869,0.000020669593,0.000063874824,0.00007483721,0.000061104474],"category_scores_gemma":[0.00011380987,0.000052623007,0.000019656847,0.0001397626,0.00017902437,0.00008702795,0.00003858373,0.00019028304,0.000013052819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008177924,0.000028805714,0.973566,0.000050138813,0.000015150315,6.842163e-7,0.0026994506,0.0000015216034,0.00014064324,0.011759087,0.008520709,0.0031360548],"study_design_scores_gemma":[0.00041296758,0.00009346944,0.9342353,0.00009648697,0.000008553389,3.4887537e-7,0.0034033163,0.000005497849,0.00016734311,0.0013874177,0.060113024,0.000076289325],"about_ca_topic_score_codex":0.00010355638,"about_ca_topic_score_gemma":0.00011609414,"teacher_disagreement_score":0.051592316,"about_ca_system_score_codex":0.000014172757,"about_ca_system_score_gemma":0.00008412991,"threshold_uncertainty_score":0.82680386},"labels":[],"label_agreement":null},{"id":"W1630307604","doi":"10.7202/028938ar","title":"Absenteeism and Labour Turnover in Selected Ontario Industries","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Absenteeism; Turnover; Labour economics; Order (exchange); Demographic economics; Business; Economics; Management; Finance","score_opus":0.0435495186336027,"score_gpt":0.33151179298362515,"score_spread":0.2879622743500225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1630307604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690748,0.000383036,0.000011756994,0.011295115,0.00013728379,0.00040448285,0.000012368123,0.00008020922,0.018600965],"genre_scores_gemma":[0.8998368,0.00007864967,0.00007902683,0.00025945908,0.0002086333,0.000054449436,0.000023014763,0.0000147987785,0.09944517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872893,0.00012673587,0.00042860964,0.00021048424,0.00014162474,0.00036358548],"domain_scores_gemma":[0.9992186,0.00033095526,0.00011174093,0.00014260918,0.00012593556,0.00007015993],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021815462,0.00015067655,0.00019843114,0.00019070001,0.0006447474,0.000011352536,0.00007102775,0.00044565793,0.0012455533],"category_scores_gemma":[0.00020315168,0.00013772679,0.000016594451,0.0006060755,0.00007313629,0.00021242115,0.000072759125,0.0013752182,0.00017761144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011858449,0.000036603382,0.94502485,0.0000019810793,0.000024780606,0.000001667081,0.013173732,0.000028759448,0.000010156955,0.0047110836,0.034258544,0.0027159567],"study_design_scores_gemma":[0.00058682513,0.00001376663,0.567323,0.000065079614,0.000009435578,6.811907e-7,0.001343272,0.000009835152,0.000012717271,0.00014777051,0.43039152,0.00009602971],"about_ca_topic_score_codex":0.014021381,"about_ca_topic_score_gemma":0.15772249,"teacher_disagreement_score":0.39613298,"about_ca_system_score_codex":0.00034224245,"about_ca_system_score_gemma":0.0004684891,"threshold_uncertainty_score":0.99966747},"labels":[],"label_agreement":null},{"id":"W1633329723","doi":"10.3138/cpp.2015-027","title":"The Impact of Skilled Migration on Foreign Qualification Recognition Reform in Australia","year":2015,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Political science; Scale (ratio); Economic growth; Economics; Geography; Law","score_opus":0.22952761130891275,"score_gpt":0.4725582689337401,"score_spread":0.24303065762482734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1633329723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89555043,0.00002176873,0.000001603756,0.029757239,0.000118548334,0.00052954047,0.00010397592,0.000018766943,0.073898144],"genre_scores_gemma":[0.9959704,0.00003654586,0.000004784032,0.00032801917,0.00026526523,0.00014150856,0.00016522271,0.000010928097,0.0030772767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99863064,0.0002496723,0.00037001062,0.00011689478,0.00013190212,0.000500898],"domain_scores_gemma":[0.99886626,0.00010772662,0.00017148396,0.000226287,0.00027438565,0.0003538385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009079494,0.000099403565,0.00013408552,0.0004824043,0.0003639223,0.000014201735,0.00013096396,0.0001190603,0.000052836444],"category_scores_gemma":[0.001062555,0.00006534704,0.000050017647,0.00051890966,0.000052701176,0.00015621659,0.000012793179,0.00019233712,0.00014985146],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108581735,0.00006792921,0.33238107,0.00003519123,0.00008488208,0.0000022795289,0.011204896,0.0000045117963,0.000022898666,0.44018438,0.1905168,0.025386594],"study_design_scores_gemma":[0.001564736,0.00034740908,0.8721526,0.0001166819,0.000008482636,9.928171e-7,0.009552321,0.00006904105,0.000020385862,0.051894777,0.064028025,0.00024449627],"about_ca_topic_score_codex":0.9092637,"about_ca_topic_score_gemma":0.90042984,"teacher_disagreement_score":0.5397716,"about_ca_system_score_codex":0.0045140027,"about_ca_system_score_gemma":0.0029189712,"threshold_uncertainty_score":0.9993075},"labels":[],"label_agreement":null},{"id":"W1647349330","doi":"10.3233/wor-2000-00075","title":"Organizational culture, climate and person-environment fit: Relationships with employment outcomes for mental health consumers","year":2000,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Organisation climate; Organizational culture; Mental health; Psychology; Organizational commitment; Population; Social psychology; Applied psychology; Public relations; Medicine; Environmental health; Political science; Psychiatry","score_opus":0.06871200535900841,"score_gpt":0.35044497112813433,"score_spread":0.28173296576912593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1647349330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86676604,0.0030091354,0.00020381797,0.112918854,0.00048234203,0.0054972344,0.000567878,0.00031772442,0.010236967],"genre_scores_gemma":[0.9458877,0.0025541878,0.0049991384,0.005054376,0.00014866171,0.0005740213,0.00050341734,0.0000836221,0.04019491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882084,0.0001275961,0.00025089056,0.00023843146,0.00017630607,0.00038591825],"domain_scores_gemma":[0.99948233,0.00016372201,0.000103872524,0.00011554711,0.000023406437,0.00011114285],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002676812,0.0001569731,0.00021936293,0.000028628147,0.0024477497,0.000008824718,0.000048697173,0.00006189313,0.00086761615],"category_scores_gemma":[0.000015242014,0.00011256593,0.000028163984,0.00009532457,0.000079831145,0.000054977227,0.000028767947,0.00018921861,0.00013556496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081162565,0.00004324593,0.9627125,0.0000413046,0.000069826594,2.3949752e-7,0.008517338,0.0000047713766,4.0484895e-7,0.0015488493,0.026384853,0.00059548975],"study_design_scores_gemma":[0.0016164974,0.00013939604,0.832639,0.00014821411,0.000033031658,7.638078e-7,0.005442269,0.00000479806,6.510847e-7,0.00016119918,0.15962864,0.00018557694],"about_ca_topic_score_codex":0.000029712844,"about_ca_topic_score_gemma":0.00008937235,"teacher_disagreement_score":0.13324378,"about_ca_system_score_codex":0.00015098522,"about_ca_system_score_gemma":0.0000457733,"threshold_uncertainty_score":0.99885094},"labels":[],"label_agreement":null},{"id":"W1649153603","doi":"10.3917/dbu.herma.2007.01.0023","title":"Travail, chômage et stigmatisation","year":2007,"lang":"fr","type":"book-chapter","venue":"De Boeck Supérieur eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09743924820294393,"score_gpt":0.38928618903858303,"score_spread":0.2918469408356391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1649153603","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007013654,0.0018852819,0.0016352698,0.0028384498,0.0023933756,0.0021114529,0.00036495525,0.0003861594,0.9813714],"genre_scores_gemma":[0.044859663,0.0009039657,0.0009590914,0.006716742,0.0016730131,0.00012941123,0.00030735024,0.00034940543,0.94410133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943569,0.0007115488,0.0016765099,0.00091191905,0.0007971044,0.0015460368],"domain_scores_gemma":[0.99609494,0.0013245138,0.0008283129,0.000843014,0.0003878165,0.00052141637],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025948274,0.0010827675,0.0012060245,0.00041503267,0.0015430757,0.00006277291,0.00044919504,0.0018730918,0.004355376],"category_scores_gemma":[0.00023444704,0.0011276407,0.00044759296,0.000041575677,0.000731163,0.00015392162,0.00041423246,0.002860709,0.002935141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025228676,0.000088594476,0.008736268,0.0017311913,0.00057907647,0.00034400364,0.053808644,0.000003850148,0.00019561901,0.74687266,0.13495159,0.052436236],"study_design_scores_gemma":[0.0013995101,0.00029178083,0.023991592,0.002306059,0.0003884629,0.000022050042,0.0020054928,0.000026043745,0.000059100465,0.013390364,0.9549901,0.0011294443],"about_ca_topic_score_codex":0.0014237288,"about_ca_topic_score_gemma":0.0072496007,"teacher_disagreement_score":0.8200385,"about_ca_system_score_codex":0.0005393348,"about_ca_system_score_gemma":0.000598535,"threshold_uncertainty_score":0.99975675},"labels":[],"label_agreement":null},{"id":"W165083640","doi":"10.1080/19187033.2011.11675022","title":"The Intended and Unintended Effects of a New Immigration Strategy: Insights From Nova Scotia’s Provincial Nominee Program","year":2011,"lang":"en","type":"article","venue":"Studies in Political Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Immigration; Political science; Unintended consequences; Sociology; Ethnology; Engineering; Law","score_opus":0.09558410669615687,"score_gpt":0.40633410031171663,"score_spread":0.31074999361555977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W165083640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8815948,0.002937062,0.000029915216,0.004611847,0.0012321908,0.0027543907,0.000011594711,0.000093022274,0.1067352],"genre_scores_gemma":[0.99859047,0.000075726595,0.00014633477,0.0003437811,0.0002916237,0.00018620567,0.0000048064385,0.000014574789,0.00034645485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99834454,0.00013714806,0.00062993175,0.0002714252,0.0000689953,0.0005479562],"domain_scores_gemma":[0.9983753,0.0009937523,0.0001495384,0.00019742221,0.00016145941,0.00012251434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014447993,0.00020278031,0.0004526546,0.00006927996,0.0002719713,0.000007664178,0.00013556342,0.00010708405,0.000017171786],"category_scores_gemma":[0.0004775687,0.00013155708,0.000052947056,0.000088332665,0.0008851108,0.0001224688,0.00028575753,0.00031447207,0.000019830342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015703955,0.00014085956,0.054685492,0.00029987103,0.00029338343,0.000008090043,0.019127462,2.1581922e-8,0.000011634164,0.9179339,0.0025617294,0.0047805477],"study_design_scores_gemma":[0.0029934512,0.0010405643,0.24134362,0.00059234543,0.00013901602,7.601284e-7,0.07205954,0.00003593451,0.000598225,0.67673415,0.0040918547,0.00037052535],"about_ca_topic_score_codex":0.010177272,"about_ca_topic_score_gemma":0.03177445,"teacher_disagreement_score":0.2411997,"about_ca_system_score_codex":0.00014308223,"about_ca_system_score_gemma":0.00020857634,"threshold_uncertainty_score":0.99641407},"labels":[],"label_agreement":null},{"id":"W1655095997","doi":"10.56105/cjsae.v20i2.1105","title":"Unveiling the invisible learning from unpaid household work: Chinese immigrants' perspective","year":2007,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Immigration; Perspective (graphical); Sociology; Unpaid work; Work (physics); Adult education; Gender studies; Migrant workers; Labour economics; Economics; Political science; Economic growth; Pedagogy; Art; Visual arts","score_opus":0.04955362912110069,"score_gpt":0.3883576859763793,"score_spread":0.33880405685527865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1655095997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98279226,0.0015114298,0.00014557563,0.010072839,0.0031164868,0.0012335831,0.000009888143,0.000013588067,0.0011043734],"genre_scores_gemma":[0.99518514,0.00005578817,0.000027434991,0.00057486724,0.0015133067,0.00006583749,0.000005089222,0.000026973068,0.0025455782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985458,0.00022421511,0.0004456689,0.00015316941,0.00017819119,0.00045290557],"domain_scores_gemma":[0.99728024,0.0012210845,0.0003532273,0.0002103742,0.0007310521,0.00020401753],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00126976,0.00014478169,0.00018842464,0.00017135509,0.0053871917,0.00002980273,0.00031093456,0.0000588598,0.00007442489],"category_scores_gemma":[0.0010492598,0.000081254635,0.000093139985,0.00039866212,0.00007665581,0.000097933524,0.00002160336,0.0007811843,0.000009137193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007639322,0.00007815814,0.7772672,0.00000834613,0.00019024746,7.4856575e-7,0.20753197,0.000101660524,0.0000071929653,0.0004037614,0.0110379625,0.0032963157],"study_design_scores_gemma":[0.00044036313,0.00010359338,0.50486934,0.00009369448,0.00006810293,7.609953e-7,0.48901466,0.0000053318727,0.0000022615,0.0010497599,0.004283669,0.000068471214],"about_ca_topic_score_codex":0.1972612,"about_ca_topic_score_gemma":0.44864848,"teacher_disagreement_score":0.2814827,"about_ca_system_score_codex":0.0003586017,"about_ca_system_score_gemma":0.00104309,"threshold_uncertainty_score":0.99590766},"labels":[],"label_agreement":null},{"id":"W1655573981","doi":"","title":"Employee-Friendly and Employer-Friendly Non-Standard Work Schedules and Locations","year":2008,"lang":"en","type":"article","venue":"International journal of employment studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Work (physics); Marketing; Family-friendly; Business; Environmentally friendly; Employee research; Project commissioning; Publishing; Employee resource groups; Public relations; Operations management; Employee engagement; Management; Engineering; Economics; Political science","score_opus":0.06751013625351945,"score_gpt":0.41958940656508376,"score_spread":0.3520792703115643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1655573981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97334284,0.008247354,0.0008738633,0.014144912,0.0021522378,0.00033253626,0.00003328606,0.000048742368,0.00082421006],"genre_scores_gemma":[0.9782767,0.016524153,0.0020893607,0.0007119886,0.00091133773,0.00006117159,0.0000041634844,0.000039231094,0.001381864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971548,0.00016101432,0.001124594,0.0002950381,0.0008471904,0.00041740597],"domain_scores_gemma":[0.996505,0.0007127561,0.0006607403,0.00016944237,0.0017736,0.000178462],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006367087,0.00031450432,0.00064160815,0.00037096394,0.0012216666,0.00002672997,0.000314328,0.00009933699,0.00006225311],"category_scores_gemma":[0.0005322864,0.00024577478,0.00012331785,0.00017840986,0.00055441447,0.0004201356,0.00053202634,0.00048776032,0.000021691149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035867782,0.00006883084,0.94284135,0.0000406262,0.0014999846,0.00009944265,0.0076943524,0.000006315128,0.000045312867,0.0017159783,0.044084884,0.0015442382],"study_design_scores_gemma":[0.004130962,0.0011327561,0.90565175,0.0013055748,0.00022775371,0.000103456856,0.012053814,0.0000019606562,0.00014897382,0.0029258926,0.07182114,0.0004959634],"about_ca_topic_score_codex":0.00005114374,"about_ca_topic_score_gemma":0.000076644996,"teacher_disagreement_score":0.037189603,"about_ca_system_score_codex":0.00022892117,"about_ca_system_score_gemma":0.00017187811,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W1662106987","doi":"","title":"Employment Standards for Non-Employment: A Legislative Framework for Agency Work in Canada","year":2008,"lang":"en","type":"article","venue":"Appeal: Review of Current Law and Law Reform","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Work (physics); Agency (philosophy); Political science; Public administration; Economic growth; Business; Economics; Sociology; Engineering; Social science; Law","score_opus":0.07310034734353324,"score_gpt":0.41644066513501765,"score_spread":0.34334031779148444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1662106987","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026814729,0.76759976,0.005162451,0.01740211,0.0062311254,0.034787163,0.0038697715,0.0001910418,0.13794185],"genre_scores_gemma":[0.53927463,0.4366798,0.001654234,0.011900701,0.00082969386,0.0079259705,0.00041803933,0.0001652609,0.0011516515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703526,0.00010784555,0.001214694,0.00039704805,0.0004995395,0.000745585],"domain_scores_gemma":[0.998209,0.00040134304,0.0005075488,0.00033701092,0.00038299325,0.00016211551],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009539559,0.00034196646,0.0010358078,0.000039795374,0.00084152864,0.000003912474,0.00020397294,0.000097750104,0.00005329855],"category_scores_gemma":[0.0000931225,0.000245575,0.00018645542,0.00024033427,0.00016237612,0.00013469183,0.00013983803,0.00037613505,0.000001972361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032026749,0.00017995894,0.012152447,0.028987471,0.0001780068,0.0000034437003,0.0042933747,3.2653102e-7,7.80485e-7,0.8962738,0.026087008,0.031523094],"study_design_scores_gemma":[0.0012071615,0.00018538203,0.0029088035,0.03308202,0.000077006494,5.0779545e-7,0.00015887561,0.000001912226,0.000010446027,0.004531215,0.9575475,0.00028918285],"about_ca_topic_score_codex":0.2301859,"about_ca_topic_score_gemma":0.47242278,"teacher_disagreement_score":0.9314605,"about_ca_system_score_codex":0.0010138913,"about_ca_system_score_gemma":0.0011167611,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W1662284843","doi":"10.3233/wor-2012-1315","title":"Transitions to work for persons with serious mental illness in northeastern Ontario, Canada: Examining barriers to employment","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences North","funders":"Canadian Institutes of Health Research","keywords":"Conceptualization; Mental illness; Mainstream; Mental health; Housing First; Focus group; Work (physics); Service provider; Qualitative research; Psychology; Public relations; Vocational education; Supported employment; Sociology; Service (business); Political science; Business; Psychiatry; Marketing; Pedagogy; Social science","score_opus":0.03644194381566992,"score_gpt":0.31578837280168726,"score_spread":0.27934642898601736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1662284843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857845,0.00006773262,0.00021525289,0.00919295,0.000988875,0.002180509,0.000066472516,0.000044433673,0.0014593257],"genre_scores_gemma":[0.9871634,7.989187e-7,0.00045394554,0.0034522838,0.00020145453,0.0018003162,0.00002782571,0.00004102088,0.006858957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982133,0.00008474997,0.000290634,0.00025475927,0.00023175508,0.00092480023],"domain_scores_gemma":[0.9990041,0.00011643373,0.000049293616,0.00019157723,0.0000425804,0.00059599424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025243266,0.00021127009,0.00028655527,0.00009062903,0.0011415551,0.00000779072,0.0001176912,0.000062103194,0.00037951313],"category_scores_gemma":[0.000023745357,0.00018121336,0.00003133912,0.00040510987,0.00002017873,0.00007250764,0.000060465463,0.00023783025,0.000023313867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002709867,0.000027222119,0.82709473,0.000015665466,0.00004467633,0.0000028136183,0.15450986,0.000043189666,0.0000032566293,0.0000333232,0.017043164,0.00091111957],"study_design_scores_gemma":[0.00082488306,0.00014611904,0.7451882,0.0005245358,0.000036140314,5.6656484e-7,0.043819625,2.717095e-7,0.000004419072,0.0000025701393,0.20912485,0.00032786437],"about_ca_topic_score_codex":0.56028205,"about_ca_topic_score_gemma":0.99424946,"teacher_disagreement_score":0.4339674,"about_ca_system_score_codex":0.0011381338,"about_ca_system_score_gemma":0.00064379093,"threshold_uncertainty_score":0.8780034},"labels":[],"label_agreement":null},{"id":"W1674417011","doi":"","title":"Employment Insurance and the Business Cycle","year":2013,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Western Canada Research Grid; Compute Canada","keywords":"Generosity; Business cycle; Redistribution (election); Moral hazard; Unemployment; Economics; Welfare; Recession; Consumption (sociology); Welfare state; Consumption smoothing; Scope (computer science); Welfare system; Labour economics; Microeconomics; Macroeconomics; Incentive; Market economy","score_opus":0.0276449811065154,"score_gpt":0.29288774872996787,"score_spread":0.26524276762345245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1674417011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64047295,0.0012877466,0.0005400561,0.18056661,0.001546801,0.0023308543,0.000032604716,0.0004973156,0.17272508],"genre_scores_gemma":[0.9941314,0.00050596194,0.0003325233,0.00134693,0.0006517417,0.0014986115,0.000032274045,0.00004418066,0.0014564135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661964,0.00078313897,0.00073523953,0.0005239601,0.00054767844,0.0007903325],"domain_scores_gemma":[0.99740005,0.00077150547,0.00035172031,0.00050644245,0.00069381273,0.00027649399],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008231984,0.00036816337,0.0004898456,0.0001673744,0.0024447632,0.00009769103,0.00042580962,0.00030934007,0.0001074856],"category_scores_gemma":[0.0006421939,0.00024813495,0.00011422641,0.000524362,0.000077712604,0.000438282,0.00044663157,0.00070302264,0.00007618681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002125706,0.00016754428,0.032779116,0.00013404406,0.00015353312,0.000015025521,0.0049985414,0.000011425958,0.00023499216,0.95279086,0.005900543,0.002601806],"study_design_scores_gemma":[0.0025073425,0.00002152616,0.3016474,0.00015088463,0.00003828343,0.00005706637,0.0010949523,0.00008737947,0.000018970604,0.0024720775,0.69162726,0.00027686835],"about_ca_topic_score_codex":0.000039326995,"about_ca_topic_score_gemma":0.00034139882,"teacher_disagreement_score":0.95031875,"about_ca_system_score_codex":0.00027264614,"about_ca_system_score_gemma":0.00026870202,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W1675189988","doi":"10.3968/j.hess.1927024020120303.4256","title":"Determination Index Studies on Employment Difficulties of College Students on Campus","year":2012,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Index (typography); GRASP; Unemployment; Mathematics education; Psychology; Key (lock); Inference; Medical education; Computer science; Economics; Economic growth; Medicine; Artificial intelligence; World Wide Web","score_opus":0.07592252747197864,"score_gpt":0.48188802561321487,"score_spread":0.4059654981412362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1675189988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742188,0.00012335382,5.4051327e-7,0.0008465466,0.0036196744,0.00042543467,0.000009656216,0.000019560348,0.020736476],"genre_scores_gemma":[0.9853306,0.000022385322,0.0000211911,0.00034607184,0.0003735038,0.00013291862,0.0000019008639,0.000006586142,0.013764877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828345,0.00012430431,0.00037551796,0.00015605455,0.00077233865,0.0002883507],"domain_scores_gemma":[0.9987301,0.00020233613,0.00041751814,0.0001150999,0.0004756321,0.000059300924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007159511,0.00010600759,0.00020901786,0.00016103483,0.0009448042,0.0000036257857,0.00022091133,0.000056020042,0.00007458468],"category_scores_gemma":[0.00011988184,0.000082958955,0.00003653628,0.00042038292,0.0004453564,0.00017135983,0.00011374784,0.00010667535,0.000024366094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039261704,0.0010235754,0.76427704,0.00009467238,0.000026764028,3.8129784e-8,0.056628965,6.406721e-7,0.00053006277,0.16766651,0.008815656,0.0008967822],"study_design_scores_gemma":[0.00022506509,0.0001049515,0.97656626,0.00012084104,0.000013662559,1.9094683e-8,0.018115746,1.2982206e-7,0.00059644994,0.0003073737,0.0038726877,0.000076847304],"about_ca_topic_score_codex":0.00005221657,"about_ca_topic_score_gemma":0.0000055775117,"teacher_disagreement_score":0.21228915,"about_ca_system_score_codex":0.00036125112,"about_ca_system_score_gemma":0.00020612434,"threshold_uncertainty_score":0.7266766},"labels":[],"label_agreement":null},{"id":"W1698689357","doi":"10.3233/wor-2010-1077","title":"Social protection and the employment contract: The impact on work absence","year":2010,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; McMaster University; Public Health Ontario; University of Toronto","funders":"","keywords":"Demographic economics; Duration (music); Temporary work; Employment protection legislation; Hazard; Work (physics); Longitudinal data; Sample (material); Employment contract; Longitudinal sample; Psychology; Labour economics; Business; Economics; Demography; Unemployment; Sociology; Economic growth; Developmental psychology","score_opus":0.04529925341996714,"score_gpt":0.3982499653456193,"score_spread":0.35295071192565214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1698689357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311268,0.00010931261,0.000014606808,0.058576196,0.0007712458,0.0014397113,0.0000019798258,0.00006599057,0.007894195],"genre_scores_gemma":[0.995274,0.000020972368,0.0000053087274,0.0010264899,0.0009945114,0.00043113512,8.747393e-7,0.000012393203,0.0022342943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989813,0.0002529126,0.00017883169,0.00013630906,0.00015905577,0.00029157626],"domain_scores_gemma":[0.99913085,0.0004938125,0.000120548684,0.00017804887,0.00004311581,0.000033622222],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008217038,0.00012077134,0.00015218114,0.000015674075,0.002578927,0.000020603591,0.00011286073,0.000098282515,0.00017547946],"category_scores_gemma":[0.00012181003,0.000049366925,0.00006450084,0.00016582834,0.00022731112,0.000029936471,0.00007127779,0.0009058592,0.00012050495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035709138,0.00016216889,0.67781377,0.000031996435,0.0002855762,0.0000032931403,0.060907725,0.0000046393325,0.0001676173,0.051287394,0.13072743,0.07503746],"study_design_scores_gemma":[0.0009118256,0.00004176298,0.97429305,0.0000643514,0.000017021383,2.7553412e-7,0.0005446664,0.0000017995922,0.000005704369,0.003997779,0.020037318,0.00008441886],"about_ca_topic_score_codex":0.00056736567,"about_ca_topic_score_gemma":0.00018336433,"teacher_disagreement_score":0.29647928,"about_ca_system_score_codex":0.00003136965,"about_ca_system_score_gemma":0.000029375838,"threshold_uncertainty_score":0.9987196},"labels":[],"label_agreement":null},{"id":"W171284924","doi":"10.4000/interventionseconomiques.1866","title":"Emploi et inégalités sociales : introduction","year":2013,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal; Université Sainte-Anne","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.21042533421652657,"score_gpt":0.4547978772555428,"score_spread":0.24437254303901626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W171284924","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30902123,0.014509085,0.0020759301,0.629526,0.011091021,0.0018146399,0.00014093265,0.0004506837,0.031370442],"genre_scores_gemma":[0.6729844,0.0031554038,0.0016515114,0.0025218707,0.0062598684,0.0011404584,0.0001577399,0.000093657975,0.31203505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581444,0.0017329769,0.0012356014,0.00047810885,0.000089383386,0.0006495068],"domain_scores_gemma":[0.9980699,0.00044265977,0.00044534012,0.00040604046,0.0004811067,0.0001549504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011358027,0.0003351549,0.0005052951,0.00023309884,0.0008466296,0.00013598977,0.00024482992,0.00041493773,0.027707562],"category_scores_gemma":[0.00047704155,0.0003522677,0.0006609339,0.0001729444,0.0005111082,0.0011612247,0.0003555503,0.0008286322,0.0070841983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010131918,0.00037525225,0.02721175,0.00075595564,0.00034568767,0.0000010825318,0.0034218081,0.000002103666,0.000028465165,0.29384437,0.6339759,0.040027436],"study_design_scores_gemma":[0.00062630564,0.00034164192,0.15480553,0.0019512997,0.00019461516,0.000003794785,0.006267715,0.00002619533,0.000072687384,0.17117244,0.6640547,0.00048307446],"about_ca_topic_score_codex":0.018139338,"about_ca_topic_score_gemma":0.008229358,"teacher_disagreement_score":0.62700415,"about_ca_system_score_codex":0.00054798735,"about_ca_system_score_gemma":0.00020020109,"threshold_uncertainty_score":0.99989295},"labels":[],"label_agreement":null},{"id":"W1742348940","doi":"10.3233/wor-121582","title":"Are we ready to address the new expectations of work and workers in the transforming world of work?","year":2013,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Public relations; Political science; Engineering","score_opus":0.09301577326739464,"score_gpt":0.3917709927398483,"score_spread":0.29875521947245365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1742348940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8147299,0.004033213,0.00006904018,0.16642846,0.00036189434,0.002462452,0.000005964836,0.000037775208,0.011871258],"genre_scores_gemma":[0.9933837,0.0000904339,0.00017901749,0.00059209915,0.00013255584,0.0003853703,0.0000020400028,0.000015664882,0.0052191196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986465,0.00024045321,0.00044465883,0.00015200491,0.00019429196,0.00032212088],"domain_scores_gemma":[0.9981938,0.0011987905,0.00020263823,0.00028302943,0.00006216754,0.0000595573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003247769,0.00012844006,0.0002589057,0.00011113701,0.00037974393,0.000009358333,0.00023438866,0.000060493603,0.00017372462],"category_scores_gemma":[0.00008087177,0.00007203059,0.000046636444,0.0013317894,0.000084602856,0.000064998356,0.000060076534,0.00033249322,0.000027583797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007609203,0.000027656055,0.7484426,0.00004071685,0.000032218046,5.533808e-7,0.072253965,0.000015407293,0.0000034670477,0.00067352474,0.1692447,0.009189121],"study_design_scores_gemma":[0.00045243034,0.00002351035,0.8330155,0.0022927828,0.000034806228,6.9205065e-8,0.121835984,2.488093e-7,0.000012145741,0.00075946376,0.04144835,0.00012471544],"about_ca_topic_score_codex":0.00046725274,"about_ca_topic_score_gemma":0.0031175797,"teacher_disagreement_score":0.17865376,"about_ca_system_score_codex":0.000023174187,"about_ca_system_score_gemma":0.00003686611,"threshold_uncertainty_score":0.2937322},"labels":[],"label_agreement":null},{"id":"W1742897440","doi":"10.3233/wor-2011-1140","title":"The health consequences of precarious employment experiences","year":2011,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; McMaster University; Public Health Ontario; University of Toronto","funders":"","keywords":"Overtime; Earnings; Vulnerability (computing); Demographic economics; Work (physics); Pension; Job security; Social security; Survey data collection; Logistic regression; Precarious work; Business; Economics; Psychology; Labour economics; Medicine","score_opus":0.12622492155106824,"score_gpt":0.4111304190702757,"score_spread":0.28490549751920746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1742897440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395064,0.008614556,0.000029243403,0.008198963,0.0018699464,0.0008266942,0.0000033539745,0.0000979138,0.0408529],"genre_scores_gemma":[0.99432373,0.00046535523,0.00013004415,0.0005542433,0.000071328584,0.00032168752,7.26304e-7,0.000007062366,0.0041258363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871737,0.0002668245,0.0003826986,0.0001250009,0.00016146689,0.00034666693],"domain_scores_gemma":[0.9991576,0.0002911609,0.00023395072,0.00020488209,0.00005716705,0.00005521353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000513207,0.00008369246,0.0001739276,0.000019077868,0.0012831005,0.000002787336,0.00019424577,0.0000379642,0.00025934234],"category_scores_gemma":[0.000056622484,0.000046981117,0.00003833038,0.00014699202,0.0003695177,0.00002900435,0.000090481575,0.00013518086,0.000047268677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009126624,0.000039212664,0.5399301,0.000029546469,0.000047110418,9.1861943e-7,0.40400815,7.173417e-8,0.0000059087492,0.009749906,0.037300296,0.008797521],"study_design_scores_gemma":[0.00070732407,0.00088862336,0.35470477,0.00075203617,0.000023851197,6.3209814e-7,0.32460406,3.5761914e-7,0.00054919167,0.009544238,0.30790308,0.00032182474],"about_ca_topic_score_codex":0.0016346313,"about_ca_topic_score_gemma":0.00062557997,"teacher_disagreement_score":0.2706028,"about_ca_system_score_codex":0.000039797636,"about_ca_system_score_gemma":0.00017901273,"threshold_uncertainty_score":0.9868701},"labels":[],"label_agreement":null},{"id":"W1747540051","doi":"10.21236/ada610533","title":"NWHSS Implement Family Member Assessment Component in the Millennium Cohort Study","year":2014,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Medical Research and Materiel Command; Washington State University; U.S. Department of Defense","keywords":"Component (thermodynamics); Cohort; Millennium Cohort Study (United States); Family member; Computer science; Genealogy; Cohort study; Statistics; Mathematics; History; Physics","score_opus":0.1883593234090232,"score_gpt":0.5227242410432419,"score_spread":0.3343649176342187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1747540051","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17351949,0.00085126515,0.000049387785,0.0048270747,0.005179273,0.013933452,0.000070256654,0.0001629211,0.80140686],"genre_scores_gemma":[0.9353671,0.005201986,0.00006496966,0.0032485183,0.0015500782,0.009072942,0.00052055926,0.00013596202,0.044837855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9902034,0.0026214928,0.0022111782,0.0009193503,0.0028773767,0.0011672276],"domain_scores_gemma":[0.99590665,0.0011868586,0.0007893937,0.0013484234,0.00065494265,0.000113744194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012092709,0.00071968266,0.0015583968,0.0002650671,0.0012498521,0.000030514582,0.00073894387,0.00038802976,0.0017808296],"category_scores_gemma":[0.00009056602,0.0004112661,0.00025270958,0.0002479299,0.00005491957,0.00004833165,0.0009369867,0.0020615316,0.00024997714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075413072,0.00038418593,0.5546801,0.00017707725,0.00030471757,0.000016913931,0.0014661892,5.5047843e-7,9.4529423e-7,0.00020960119,0.4425573,0.00019485406],"study_design_scores_gemma":[0.0006759742,0.00015890038,0.5290371,0.00013779958,0.00017922201,7.7476267e-7,0.015056208,0.0000018291975,5.577635e-8,0.000027077956,0.4544661,0.0002589357],"about_ca_topic_score_codex":0.03824005,"about_ca_topic_score_gemma":0.032337468,"teacher_disagreement_score":0.7618476,"about_ca_system_score_codex":0.00138638,"about_ca_system_score_gemma":0.0012603354,"threshold_uncertainty_score":0.99983394},"labels":[],"label_agreement":null},{"id":"W1753576769","doi":"","title":"Parental Work Schedules and Child Obesity","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; McMaster University","funders":"","keywords":"Evening; Schedule; National Longitudinal Surveys; Shift work; Work (physics); Work schedule; Work hours; Psychology; Demographic economics; Obesity; Working hours; Developmental psychology; Demography; Economics; Medicine; Labour economics; Sociology; Engineering; Psychiatry","score_opus":0.01786146319064519,"score_gpt":0.34593364783495234,"score_spread":0.32807218464430715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1753576769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97858787,0.009137248,0.0011236314,0.0030872794,0.0004193363,0.00018341317,0.0000011576305,0.000052424828,0.007407671],"genre_scores_gemma":[0.9915452,0.005221013,0.000056252167,0.00031509227,0.00083207904,0.0000039774304,0.0000024293922,0.000017419885,0.0020065524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967228,0.000115294555,0.00032679696,0.00015210842,0.00019178656,0.002491175],"domain_scores_gemma":[0.9994556,0.00012461081,0.00014744764,0.000093623734,0.000062087216,0.00011666633],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002634187,0.00013872552,0.00018355717,0.00008300391,0.0019351311,0.000010353193,0.00011477314,0.0001016698,0.00006373371],"category_scores_gemma":[0.00006541314,0.000109035194,0.000057772213,0.0001404208,0.00006340443,0.00010622436,0.00009458935,0.0027384919,0.0000642673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074638934,0.000037281367,0.87932503,0.000010613001,0.00009161588,0.0000029362748,0.0005337516,1.17287144e-7,0.0000047977296,0.11175781,0.00022824135,0.007933188],"study_design_scores_gemma":[0.0011851629,0.00018628473,0.87298787,0.00019517973,0.000045553785,0.00005917626,0.015296495,7.119753e-7,0.000011235034,0.10085567,0.008958898,0.00021775105],"about_ca_topic_score_codex":0.00006805691,"about_ca_topic_score_gemma":0.0026753212,"teacher_disagreement_score":0.014762742,"about_ca_system_score_codex":0.0004772685,"about_ca_system_score_gemma":0.00036958852,"threshold_uncertainty_score":0.9995622},"labels":[],"label_agreement":null},{"id":"W1754107167","doi":"","title":"Rethinking Unequal Exchange: The Global Integration of Nursing Labour Markets by Salimah Valiani (review)","year":2014,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Business","score_opus":0.05124295581264698,"score_gpt":0.3749120482826944,"score_spread":0.32366909247004744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1754107167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.734308,0.079649135,0.0043749465,0.08864539,0.0032964055,0.0027677298,0.0005196919,0.00047972205,0.08595896],"genre_scores_gemma":[0.96868074,0.009153048,0.00025634063,0.0070189387,0.0005017681,0.00011339869,0.0000695268,0.000043635886,0.014162579],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664426,0.0015187828,0.0006388487,0.00028598608,0.00040529648,0.00050681655],"domain_scores_gemma":[0.99848926,0.00036570395,0.0003983744,0.00039484378,0.00027408227,0.00007773898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021714547,0.00023521342,0.00043877523,0.000027784534,0.0008181857,0.00001117855,0.00032001853,0.00016790383,0.00040696553],"category_scores_gemma":[0.00038999575,0.00016259433,0.00010006801,0.0003505912,0.0001530861,0.000119404795,0.00007529693,0.00046445208,0.0000797378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016715824,0.00029656658,0.028806772,0.0031104882,0.00016363924,0.0000021124827,0.027687939,0.0000011172513,0.0012147526,0.21028927,0.52088016,0.20738004],"study_design_scores_gemma":[0.002535113,0.00029603983,0.36172715,0.012352094,0.00025102284,0.0000032417545,0.008697871,0.000086246546,0.0004780174,0.035524674,0.577313,0.0007355173],"about_ca_topic_score_codex":0.0012680154,"about_ca_topic_score_gemma":0.0007668719,"teacher_disagreement_score":0.33292037,"about_ca_system_score_codex":0.00014692597,"about_ca_system_score_gemma":0.00009642704,"threshold_uncertainty_score":0.6630404},"labels":[],"label_agreement":null},{"id":"W1766831702","doi":"10.37464/2011.284.1658","title":"Occupational stress in the Australian nursing workforce: a comparison between hospital‑based nurses and nurses working in very remote communities","year":2011,"lang":"en","type":"article","venue":"Australian journal of advanced nursing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Workforce; Nursing; Project commissioning; Publishing; Occupational stress; Medicine; Political science","score_opus":0.1816420018262384,"score_gpt":0.45708669224377174,"score_spread":0.27544469041753333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1766831702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922457,0.000436731,0.00009329687,0.0041733314,0.0013186296,0.0005105194,0.000010223343,0.00002117603,0.0011904362],"genre_scores_gemma":[0.99647814,0.000055770295,0.0028360677,0.00008424569,0.00031231888,0.0000070925266,0.000015523832,0.000029658633,0.00018119182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672955,0.000773105,0.0011982045,0.0001788584,0.00041279985,0.0007074674],"domain_scores_gemma":[0.99785465,0.00079923274,0.0008313458,0.00024112109,0.0001531484,0.00012048534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007641044,0.00030245478,0.0006257189,0.0004440801,0.000659371,0.000036873353,0.00040497945,0.0001721965,0.00003590185],"category_scores_gemma":[0.00008593007,0.00024473932,0.00010091416,0.00047415472,0.00048797988,0.00048531865,0.000019370156,0.0014739586,0.000002086851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034255916,0.00022324036,0.84827775,0.000040172956,0.000023936504,0.00002326949,0.09771259,0.0002584912,0.000013986527,0.00016738022,0.00063536374,0.05228126],"study_design_scores_gemma":[0.0015446269,0.0003515834,0.7597437,0.015102825,0.00007023543,0.0000054802554,0.21990052,0.000018812356,0.00012762459,0.0023354338,0.000567582,0.00023161287],"about_ca_topic_score_codex":0.0002625637,"about_ca_topic_score_gemma":0.00035773512,"teacher_disagreement_score":0.12218793,"about_ca_system_score_codex":0.0003367174,"about_ca_system_score_gemma":0.00013035515,"threshold_uncertainty_score":0.99801797},"labels":[],"label_agreement":null},{"id":"W1771083556","doi":"10.7202/038477ar","title":"Travail précaire et gestion des risques : vers un nouveau modèle social ?","year":2009,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.08203689599535594,"score_gpt":0.40323236573658544,"score_spread":0.3211954697412295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1771083556","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29524973,0.003281052,0.00015126214,0.42665124,0.0011706087,0.00083892024,0.00037829505,0.0006407589,0.27163813],"genre_scores_gemma":[0.9643224,0.004303237,0.0005398136,0.010341581,0.0034394944,0.00008083558,0.000117734206,0.00007296396,0.016781949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99396086,0.0028918197,0.0007394308,0.0005088729,0.000458121,0.0014409242],"domain_scores_gemma":[0.9984329,0.0004139193,0.0003185688,0.00016739892,0.00043686456,0.00023038164],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001225231,0.0005088548,0.0007027143,0.00012613906,0.0032729313,0.00009476624,0.00025943425,0.0010851936,0.0004561466],"category_scores_gemma":[0.00032888755,0.0005500263,0.0003413356,0.00029198572,0.00080300216,0.0007425791,0.00014128751,0.0013558018,0.00016531441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008585532,0.00035049752,0.0020325924,0.0002115892,0.00012125768,0.0000115763605,0.30865496,0.0000010154556,0.00004205362,0.5384319,0.1015366,0.048520107],"study_design_scores_gemma":[0.0016762752,0.0007824443,0.44499573,0.0007219479,0.00031899396,0.0000030141375,0.121434,0.00002214666,0.00019580877,0.31418422,0.11464632,0.0010190888],"about_ca_topic_score_codex":0.013494395,"about_ca_topic_score_gemma":0.0030958233,"teacher_disagreement_score":0.6690726,"about_ca_system_score_codex":0.000883754,"about_ca_system_score_gemma":0.0005027333,"threshold_uncertainty_score":0.9996951},"labels":[],"label_agreement":null},{"id":"W1775823939","doi":"10.1111/j.1467-8543.2012.00898.x","title":"Labour Adjustment Implications of Service Offshoring: Evidence from Canada","year":2012,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; University of Toronto","funders":"London School of Economics and Political Science","keywords":"Offshoring; Labour economics; Service (business); Empirical evidence; Business; Economics; Technological change; Outsourcing; Marketing","score_opus":0.14644853560309404,"score_gpt":0.37851685483557673,"score_spread":0.2320683192324827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775823939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739381,0.006261482,0.00010079894,0.01475087,0.0023800288,0.00035514974,0.0002969803,0.00001142126,0.0019051792],"genre_scores_gemma":[0.9957296,0.000544093,0.00022816702,0.00041075423,0.002242839,0.000019755325,0.000017997896,0.000013830181,0.0007929449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791133,0.00030300536,0.0010231234,0.00008586093,0.00036044215,0.00031624062],"domain_scores_gemma":[0.99664736,0.0012689352,0.0008855809,0.00014422947,0.00084390264,0.00021002075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006602983,0.000095821895,0.00029806595,0.000064289394,0.0005487243,0.000007062637,0.00020824699,0.00016034557,0.0009092991],"category_scores_gemma":[0.0014145368,0.0001019394,0.000070069946,0.00030741878,0.00002582635,0.00040031105,0.000084215375,0.00080049783,0.000014393708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030380514,0.00007337924,0.87881374,0.000011432479,0.00016335331,0.0000028223521,0.0009238063,0.000040023784,0.00011461291,0.0011903184,0.11157881,0.007057302],"study_design_scores_gemma":[0.0008238836,0.000032707554,0.960757,0.0013221229,0.00014729159,0.000015096859,0.0017820796,0.0000011039702,0.00003445447,0.00035544077,0.03462986,0.00009896643],"about_ca_topic_score_codex":0.54721326,"about_ca_topic_score_gemma":0.4163611,"teacher_disagreement_score":0.13085216,"about_ca_system_score_codex":0.0003804835,"about_ca_system_score_gemma":0.0016112336,"threshold_uncertainty_score":0.99561876},"labels":[],"label_agreement":null},{"id":"W1782459682","doi":"10.1111/j.1467-8543.2010.00816.x","title":"Compensation Management in Outsourced Service Organizations and Its Implications for Quit Rates, Absenteeism and Workforce Performance: Evidence from Canadian Call Centres","year":2010,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workforce; Cash; Absenteeism; Business; Outsourcing; Call centre; Service (business); Workforce management; Marketing; Compensation (psychology); Finance; Demographic economics; Economics; Management; Psychology; Economic growth; Telecommunications","score_opus":0.08019195335765429,"score_gpt":0.3581636547090635,"score_spread":0.2779717013514092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1782459682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775338,0.0006834163,0.00013526871,0.019682651,0.0004675306,0.0009207301,0.00013670414,0.0000121588255,0.00042771923],"genre_scores_gemma":[0.99674594,0.0013904202,0.00037644306,0.00027700153,0.00037625644,0.000044524302,0.00007859168,0.000016724798,0.0006940759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987535,0.00010064899,0.00062509964,0.00014784231,0.00011271407,0.00026020865],"domain_scores_gemma":[0.9981658,0.00062807725,0.00030982285,0.00008305302,0.0006163143,0.00019694361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047203904,0.00009886754,0.00019355337,0.00019260304,0.0011355235,0.00005209155,0.00011549447,0.0001991666,0.00010294691],"category_scores_gemma":[0.00077689666,0.00011163255,0.000021086138,0.00035694792,0.00003031813,0.00035951164,0.000054422235,0.00068575446,0.000006860726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003337685,0.000026228645,0.97468644,0.000022736549,0.0000665636,0.0000037274922,0.0024156575,0.00013757944,0.000116719675,0.0020376693,0.009031662,0.011421658],"study_design_scores_gemma":[0.0019683721,0.000030130042,0.98299086,0.001057211,0.00010400485,0.0000172032,0.0014549564,0.0003978376,0.000005675098,0.000469038,0.011373921,0.00013079913],"about_ca_topic_score_codex":0.021508355,"about_ca_topic_score_gemma":0.23062855,"teacher_disagreement_score":0.2091202,"about_ca_system_score_codex":0.00012612078,"about_ca_system_score_gemma":0.00032107363,"threshold_uncertainty_score":0.9850075},"labels":[],"label_agreement":null},{"id":"W1783775687","doi":"10.1016/j.jm.2004.06.008","title":"Emerging Trends in Contingent Work Research","year":2004,"lang":"en","type":"article","venue":"Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":516,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Staffing; Work (physics); Psychological contract; Focus (optics); Term (time); Public relations; Business; Psychology; Political science; Sociology; Economics; Management","score_opus":0.1579039486976085,"score_gpt":0.5094254242030085,"score_spread":0.3515214755054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1783775687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76755226,0.0013996008,0.00019160374,0.071707,0.001395078,0.00035555477,4.7636888e-7,0.000019833724,0.15737857],"genre_scores_gemma":[0.98657906,0.0007439703,0.00050324836,0.0003418965,0.00036768665,0.000018890865,5.1464787e-7,0.000012316474,0.011432445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814254,0.00022828163,0.00060282834,0.00009479914,0.00051185075,0.0004196935],"domain_scores_gemma":[0.9993776,0.00008271742,0.00021292391,0.000115848394,0.00015190632,0.00005898379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031716712,0.00007392236,0.00019779948,0.0007753642,0.00032467235,0.000007965114,0.00017985392,0.000036105786,0.00023692047],"category_scores_gemma":[0.000034421693,0.000057144105,0.00006555719,0.00067949865,0.000027016813,0.00007936629,0.00020866281,0.0006020874,0.000053908174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045264195,0.0005279453,0.4800184,0.00028674403,0.00043700286,0.000803195,0.021277634,0.0006070064,0.000018808638,0.03280699,0.24783851,0.2149251],"study_design_scores_gemma":[0.0030760276,0.00015510275,0.5928277,0.001213435,0.000027501961,8.653475e-7,0.013504414,7.457735e-7,0.000006720565,0.004911841,0.3841756,0.000100055855],"about_ca_topic_score_codex":0.00005341771,"about_ca_topic_score_gemma":0.00011553447,"teacher_disagreement_score":0.21902674,"about_ca_system_score_codex":0.0003482745,"about_ca_system_score_gemma":0.000022670276,"threshold_uncertainty_score":0.26158038},"labels":[],"label_agreement":null},{"id":"W1785478791","doi":"10.25071/1920-7336.21282","title":"Social Exclusion: Belonging and Not Belonging in the World System","year":2002,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Social exclusion; Ethnic group; Globalization; Terrorism; Refugee; Context (archaeology); Phenomenon; Political science; Inequality; Immigration; Social inequality; Development economics; Ethnic Cleansing; Sociology; Criminology; Geography; Economics; Law","score_opus":0.04457534800419978,"score_gpt":0.3474054800271532,"score_spread":0.30283013202295345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1785478791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96998435,0.0013542341,0.0000019889153,0.02292845,0.0008236578,0.00034862483,0.0000117377085,0.000036419227,0.004510541],"genre_scores_gemma":[0.9872591,0.00014477508,0.000012526597,0.0073483917,0.0011160456,0.000030378029,0.0000019535435,0.00003088392,0.00405596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688536,0.0006475612,0.00069321797,0.0002443922,0.0007526551,0.00077678944],"domain_scores_gemma":[0.99879944,0.00042677243,0.00033284057,0.00018766927,0.00009181071,0.0001614866],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011635958,0.00024803425,0.00040767356,0.0002486146,0.0037930508,0.000039839295,0.00027819545,0.000093884504,0.00020395756],"category_scores_gemma":[0.00006889535,0.00016268385,0.00006970519,0.00044392486,0.000046463967,0.00010995318,0.00012245121,0.001477834,0.000014799892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014696085,0.000078293655,0.06008116,0.0005782799,0.00017090623,0.0024609102,0.002261312,0.000014839963,0.000051115687,0.89048845,0.040739,0.0029287592],"study_design_scores_gemma":[0.0009329667,0.000042387222,0.029830346,0.0007919724,0.000028081799,0.00006883166,0.00040341544,0.00009082486,0.0000040718933,0.0000871293,0.9674926,0.00022739028],"about_ca_topic_score_codex":0.0012162108,"about_ca_topic_score_gemma":0.06949977,"teacher_disagreement_score":0.9267536,"about_ca_system_score_codex":0.0010598059,"about_ca_system_score_gemma":0.00017630124,"threshold_uncertainty_score":0.9975039},"labels":[],"label_agreement":null},{"id":"W1789186308","doi":"","title":"(Mal)nutrition and the 'Informal Economy' Bootstrap: The Politics of Poverty, Food Relief, and Self-Help","year":2009,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Poverty; Unemployment; Promotion (chess); Depression (economics); Malnutrition; State (computer science); Politics; Development economics; Government (linguistics); Great Depression; Economic growth; Political science; Economics","score_opus":0.036916757564873795,"score_gpt":0.3404349697196809,"score_spread":0.3035182121548071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1789186308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8920456,0.04602014,0.0000025249578,0.05037484,0.00021074296,0.0009009999,0.0000349625,0.00005556222,0.010354602],"genre_scores_gemma":[0.9606002,0.034833286,0.00002959454,0.0029121726,0.00034833868,0.000052971518,0.0000037401824,0.000007749174,0.0012119777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989165,0.00012738658,0.00036633693,0.00016667374,0.00010518782,0.00031792163],"domain_scores_gemma":[0.99880457,0.00073223363,0.00015790913,0.00014365406,0.000110265035,0.000051344185],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004147098,0.0001822478,0.0003992888,0.000040559702,0.0018085298,0.000025657308,0.000074494965,0.000073883675,0.0000055072696],"category_scores_gemma":[0.00006237414,0.000089970155,0.000043550746,0.000069323796,0.00039929335,0.00014481554,0.00015020018,0.00022532404,0.0000014646739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035863215,0.0002027205,0.3834918,0.0013604077,0.0010826177,0.0000020106409,0.0697929,2.642058e-7,0.000009784411,0.49973962,0.032110065,0.011849178],"study_design_scores_gemma":[0.0066866186,0.0009769566,0.6499821,0.00031912903,0.0003115841,0.0000072866596,0.03740904,0.000025040243,0.0000054851635,0.041384693,0.2626139,0.00027814537],"about_ca_topic_score_codex":0.00026898293,"about_ca_topic_score_gemma":0.00075666327,"teacher_disagreement_score":0.45835492,"about_ca_system_score_codex":0.000022003675,"about_ca_system_score_gemma":0.000026275442,"threshold_uncertainty_score":0.999491},"labels":[],"label_agreement":null},{"id":"W1797348530","doi":"10.5539/gjhs.v7n6p215","title":"Unaccompanied Asylum-Seeking Refugee Children’s Forced Repatriation: Social Workers' and Police Officers’ Health and Job Characteristics","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee; Mental health; Repatriation; Psychosocial; Job control; Psychology; Context (archaeology); Marital status; Psychiatry; Medicine; Work (physics); Population; Political science; Environmental health; Law","score_opus":0.062304219797179775,"score_gpt":0.42140449674962077,"score_spread":0.359100276952441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1797348530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732133,0.0016070196,0.00018200208,0.022830084,0.0012189505,0.00042675794,0.000023987854,0.00003219371,0.00046569307],"genre_scores_gemma":[0.9941396,0.00045315013,0.00075122545,0.003820331,0.00078858645,0.0000029163011,0.0000029004989,0.000008395302,0.000032904514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648744,0.0003418487,0.0012762783,0.0002820542,0.00078841817,0.00082396733],"domain_scores_gemma":[0.99656564,0.000084000625,0.0018453777,0.00013625219,0.00060271344,0.00076601224],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050422642,0.00017673391,0.0006112962,0.00015264026,0.0027938383,0.00005723158,0.00027969526,0.000079687015,0.000003840779],"category_scores_gemma":[0.0003073976,0.00014631396,0.00004550857,0.00062124257,0.00034812232,0.00042666646,0.00024979975,0.00044428522,0.000004427686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000140388,0.000020118576,0.9720969,0.000080164864,0.000018246305,0.0000011711022,0.0094690835,6.5330835e-7,0.0000029638245,0.0013486888,0.008250981,0.008570631],"study_design_scores_gemma":[0.0014128484,0.00042740055,0.98628974,0.0002978318,0.000011851579,0.00007489147,0.008638193,0.000020744048,2.249168e-7,0.000293937,0.0024075941,0.00012472697],"about_ca_topic_score_codex":0.0020010509,"about_ca_topic_score_gemma":0.00024053079,"teacher_disagreement_score":0.02092628,"about_ca_system_score_codex":0.0010434784,"about_ca_system_score_gemma":0.004713477,"threshold_uncertainty_score":0.9985044},"labels":[],"label_agreement":null},{"id":"W1801353221","doi":"10.3233/wor-131645","title":"Measuring employment precariousness in the European Working Conditions Survey: The social distribution in Europe","year":2014,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Vlaamse regering; Ministerio de Ciencia e Innovación; Fonds Wetenschappelijk Onderzoek","keywords":"European union; European Social Survey; Demographic economics; Distribution (mathematics); Construct (python library); Inequality; Political science; Sociology; Business; Economics","score_opus":0.13003189226521275,"score_gpt":0.37676455990086716,"score_spread":0.2467326676356544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1801353221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95019114,0.00013537933,0.00021595902,0.010232366,0.00071521703,0.00081477687,0.00002349255,0.000076413315,0.03759527],"genre_scores_gemma":[0.99825746,0.000018259067,0.0000017447489,0.00055560365,0.0004807036,0.00012946807,0.000115180985,0.000020620175,0.00042095437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921288,0.006662634,0.00037385154,0.0001887927,0.00022942932,0.00041651202],"domain_scores_gemma":[0.9985017,0.0010643052,0.0001231366,0.00021651069,0.00007355065,0.000020807976],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058144103,0.00012735953,0.00016497153,0.000035596677,0.0016917918,0.000026649728,0.0003059258,0.00004694491,0.000020380383],"category_scores_gemma":[0.00044502545,0.000076874574,0.000033645872,0.00084091676,0.00007973141,0.000039044528,0.00016824019,0.0006039153,0.00011618015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002391449,0.000045388817,0.9676652,0.000008727236,0.0000104751625,0.000002417088,0.01593003,0.000019436495,0.0000023252671,0.0024110565,0.010975097,0.0029059448],"study_design_scores_gemma":[0.00033977735,0.000009032794,0.9510281,0.00018702672,0.000008368352,1.09963246e-7,0.0012929416,0.000002940719,4.964296e-7,0.0002477206,0.04679429,0.00008918538],"about_ca_topic_score_codex":0.0006011368,"about_ca_topic_score_gemma":0.008758168,"teacher_disagreement_score":0.04806634,"about_ca_system_score_codex":0.00010383224,"about_ca_system_score_gemma":0.00003042499,"threshold_uncertainty_score":0.99960786},"labels":[],"label_agreement":null},{"id":"W1802294371","doi":"","title":"How Organizational Factors Impact Emotional Labour Strategies","year":2009,"lang":"en","type":"article","venue":"ASAC","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Emotional labor; Psychology; Business; Labour economics; Social psychology; Economics","score_opus":0.0444019549040205,"score_gpt":0.398569307368652,"score_spread":0.3541673524646315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1802294371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968294,0.00010590047,0.0002856266,0.019999508,0.00032725473,0.00018542765,0.00006288402,0.00014574752,0.010593626],"genre_scores_gemma":[0.9869928,0.00002537481,0.000050893344,0.00060516514,0.0004035417,0.0000037538268,0.00009919861,0.00001082662,0.011808471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916106,0.00007269447,0.0001426105,0.00013422161,0.0001995471,0.00028988568],"domain_scores_gemma":[0.9994638,0.000108198255,0.000074529016,0.000101520054,0.00018652983,0.00006545056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008153894,0.00012322787,0.00013956687,0.000050924646,0.0006388467,0.000029499293,0.00008586234,0.000082474675,0.0015850543],"category_scores_gemma":[0.00009355593,0.000087755,0.000046815887,0.00017749633,0.000023815317,0.00024961433,0.000027164591,0.00018799028,0.000118306394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008768031,0.000046832713,0.8330158,0.000014815914,0.000048688238,0.0000017677463,0.0017990886,0.000006101917,0.00031229854,0.12398124,0.040497158,0.00026746083],"study_design_scores_gemma":[0.00023616746,0.00007218741,0.9709967,0.000021167314,0.0000063735265,2.579787e-7,0.0028854094,0.0000020437606,0.00002140681,0.017167395,0.008491237,0.00009968964],"about_ca_topic_score_codex":0.000060618422,"about_ca_topic_score_gemma":0.000037641177,"teacher_disagreement_score":0.13798088,"about_ca_system_score_codex":0.00007790304,"about_ca_system_score_gemma":0.0002112881,"threshold_uncertainty_score":0.99932766},"labels":[],"label_agreement":null},{"id":"W180705419","doi":"10.1007/978-0-387-36320-2_6","title":"Class Relations, Economic Inequality and Mental Health: Why Social Class Matters to the Sociology of Mental Health","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Class (philosophy); Social class; Inequality; Sociology; Social inequality; Psychology; Social science; Political science; Psychiatry; Mathematics; Epistemology; Law; Philosophy","score_opus":0.11122573765765316,"score_gpt":0.4310033573750166,"score_spread":0.31977761971736346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W180705419","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020700125,0.0013025786,0.000066113134,0.8506535,0.0016791829,0.002810716,0.0014189422,0.000085557615,0.1399134],"genre_scores_gemma":[0.020658175,0.0044140974,0.00041997,0.4381976,0.0024648553,0.00019809318,0.0019840118,0.00023943101,0.53142375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966133,0.00046256554,0.0015311203,0.00048074298,0.00023067671,0.0006815824],"domain_scores_gemma":[0.9980524,0.00040442904,0.0010325988,0.00026728114,0.000055692417,0.00018757289],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020089925,0.00038840002,0.0009906791,0.00017541312,0.0025867776,0.0000055237974,0.00019881486,0.0004687978,0.001391848],"category_scores_gemma":[0.000009707449,0.0002975912,0.00016667058,0.000021180203,0.0005041401,0.000058900958,0.0004416072,0.00091042183,0.00031831616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007640931,0.000013322398,0.0037541834,0.00016457304,0.0001551943,1.3993497e-7,0.018101832,2.1940056e-7,6.093318e-7,0.20909014,0.7675255,0.0011178838],"study_design_scores_gemma":[0.0007826537,0.0002447969,0.006442075,0.00016922815,0.00001653912,8.6250606e-7,0.006927012,0.0000033747322,1.6821483e-7,0.0039476766,0.98120576,0.00025982744],"about_ca_topic_score_codex":0.0026233073,"about_ca_topic_score_gemma":0.014529929,"teacher_disagreement_score":0.4124559,"about_ca_system_score_codex":0.0014241133,"about_ca_system_score_gemma":0.0005422352,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W1808346320","doi":"","title":"The 'other' professors: job insecurity, health and coping strategies among contractual university teachers","year":2013,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job insecurity; Psychology; Job security; Job attitude; Coping (psychology); Qualitative research; Social psychology; Job performance; Job satisfaction; Work (physics); Sociology; Clinical psychology","score_opus":0.06404068439240601,"score_gpt":0.37337100060948414,"score_spread":0.3093303162170781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1808346320","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84764385,0.00055267086,0.000015310598,0.0014888421,0.012270862,0.0040617036,0.00008292984,0.00035453067,0.1335293],"genre_scores_gemma":[0.28803664,0.004762958,0.000037551643,0.00005143667,0.0071675475,0.0000052016208,0.0003291456,0.0001493909,0.6994601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876157,0.007234372,0.0006010352,0.0012376949,0.0014432848,0.0018678866],"domain_scores_gemma":[0.9932344,0.0025229813,0.00092880044,0.00081529235,0.0016287671,0.0008697352],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002381691,0.00069833116,0.0010815753,0.0011216453,0.018152831,0.00027336637,0.0017929913,0.0012596248,0.000083688],"category_scores_gemma":[0.00038736616,0.00069818035,0.0003099502,0.0012839673,0.0015395619,0.001520825,0.0010702492,0.0044924426,0.00007235349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029633304,0.00077620824,0.044598505,0.0038238168,0.004468666,0.0027803932,0.24542652,0.0000136108265,0.0012715585,0.25065294,0.41102248,0.005531999],"study_design_scores_gemma":[0.0037850272,0.00050050096,0.00753395,0.000678198,0.00013554942,0.0000017412581,0.4025074,0.000011275016,0.00003266217,0.00024221299,0.5839606,0.0006108664],"about_ca_topic_score_codex":0.052696332,"about_ca_topic_score_gemma":0.03005038,"teacher_disagreement_score":0.5659308,"about_ca_system_score_codex":0.0030039314,"about_ca_system_score_gemma":0.0062514152,"threshold_uncertainty_score":0.99954695},"labels":[],"label_agreement":null},{"id":"W182316406","doi":"10.4000/interventionseconomiques.1921","title":"\"So Far From God, so Close to the United States\", and yet…: Unexpected Differences in Modern Retail Jobs Between Mexico and the United States","year":2013,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09848053066448663,"score_gpt":0.35905438484372443,"score_spread":0.2605738541792378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W182316406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82207805,0.013387222,0.00073465396,0.16059478,0.00039287825,0.0018325634,0.0007938041,0.00010159594,0.00008447506],"genre_scores_gemma":[0.97369397,0.016786177,0.00016690645,0.0024132405,0.00019409053,0.0007668895,0.00078849803,0.000052916865,0.005137311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99448746,0.002836198,0.0013283052,0.0005544561,0.000118443735,0.0006751518],"domain_scores_gemma":[0.9947523,0.0037606142,0.00041800988,0.0005196008,0.00033225273,0.00021725909],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009811955,0.00045828475,0.00078259927,0.0004860974,0.0014270701,0.00043430328,0.0004591915,0.00028083613,0.0008314235],"category_scores_gemma":[0.00042016036,0.00029194297,0.0002097227,0.00055837765,0.0013220529,0.0003509245,0.0007754452,0.0008967466,0.00011356468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020593322,0.00025698912,0.81968266,0.00032651174,0.0012174355,0.000003918774,0.102852486,0.000055019696,0.0000069344214,0.012180485,0.021883598,0.041328054],"study_design_scores_gemma":[0.0029305818,0.0004031168,0.73479533,0.0031580022,0.00039161375,8.065147e-7,0.051249642,0.010292691,0.000025152545,0.12241726,0.073784955,0.0005508711],"about_ca_topic_score_codex":0.34884742,"about_ca_topic_score_gemma":0.107476145,"teacher_disagreement_score":0.24137126,"about_ca_system_score_codex":0.00016291122,"about_ca_system_score_gemma":0.0000685843,"threshold_uncertainty_score":0.99995327},"labels":[],"label_agreement":null},{"id":"W1826573528","doi":"10.4000/interventionseconomiques.1961","title":"Labor Organization and Employment Relations in Italian Call Centers During the Crisis","year":2013,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03852297570423343,"score_gpt":0.3423060482765834,"score_spread":0.30378307257235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1826573528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8169834,0.0049851225,0.00014371367,0.17432521,0.0010026906,0.0012141765,0.00008872458,0.00008487655,0.0011720669],"genre_scores_gemma":[0.93758994,0.0020711822,0.00016132632,0.00070564414,0.00020478979,0.00035800727,0.000037743604,0.000044209657,0.05882717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975801,0.0006481685,0.0009364318,0.00032846534,0.00006441915,0.00044243102],"domain_scores_gemma":[0.998822,0.00026620482,0.0002572501,0.00028936562,0.00025829262,0.00010693992],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037907227,0.00022931414,0.00027545702,0.00021250681,0.0008643891,0.00011621415,0.00017509845,0.00019881924,0.0040520206],"category_scores_gemma":[0.00023896946,0.00019791414,0.00014006004,0.00031447137,0.00018338331,0.0006430617,0.00032412095,0.00046252972,0.0006274009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074181157,0.00027336503,0.8882408,0.0004874765,0.00018921035,0.0000032405214,0.011642844,0.000015429789,0.00002673682,0.016253281,0.08088017,0.0019800344],"study_design_scores_gemma":[0.00067870563,0.00008278399,0.9654934,0.0016429196,0.000084696956,0.0000034562227,0.009896661,0.000048956732,0.00004144226,0.0032067671,0.01858916,0.00023108133],"about_ca_topic_score_codex":0.016372308,"about_ca_topic_score_gemma":0.019156191,"teacher_disagreement_score":0.17361957,"about_ca_system_score_codex":0.00048616302,"about_ca_system_score_gemma":0.000051788644,"threshold_uncertainty_score":0.9987416},"labels":[],"label_agreement":null},{"id":"W1836125843","doi":"10.7202/028937ar","title":"Labour Hoarding and the Wage Share: Test of a Hypothesis","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Université de Montréal","funders":"","keywords":"Hoarding (animal behavior); Test (biology); Wage; Economics; Labour economics; Order (exchange); Work (physics); Wage share; Efficiency wage; Engineering; Biology","score_opus":0.0636925637862766,"score_gpt":0.33736467912819385,"score_spread":0.27367211534191727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1836125843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8638198,0.0016452358,0.00003942013,0.06774378,0.00010256741,0.00067227375,0.00008325438,0.00007371258,0.06581999],"genre_scores_gemma":[0.9768127,0.00034936212,0.00022538692,0.00024721972,0.00020899795,0.000057307727,0.0000022170254,0.000010736586,0.022086073],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991592,0.00014282278,0.00031215057,0.00010568299,0.00010832504,0.00017182446],"domain_scores_gemma":[0.9956355,0.003956831,0.00014461421,0.00015729373,0.00007554845,0.00003021919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042105454,0.00008322466,0.00016801625,0.00006113148,0.0009280095,0.000005342631,0.00008070191,0.0001453623,0.0004224361],"category_scores_gemma":[0.0016468969,0.000053221498,0.000037021113,0.00021877153,0.00015521464,0.00007876672,0.00009559341,0.00037731216,0.00008051721],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037876172,0.000062606945,0.81892365,0.000013688945,0.00013422735,6.2867707e-7,0.012533024,0.00003862631,0.00005976981,0.07726426,0.05903307,0.0318986],"study_design_scores_gemma":[0.0039162524,0.00004945133,0.41252878,0.00037716908,0.00018478726,0.0000016356246,0.017629042,0.0002458008,0.00017861387,0.0045112725,0.56011105,0.0002661617],"about_ca_topic_score_codex":0.000111592824,"about_ca_topic_score_gemma":0.00006919082,"teacher_disagreement_score":0.50107795,"about_ca_system_score_codex":0.00002993245,"about_ca_system_score_gemma":0.000060766113,"threshold_uncertainty_score":0.71375924},"labels":[],"label_agreement":null},{"id":"W1838585530","doi":"10.4000/interventionseconomiques.2388","title":"Locating au pair in the UK Within a Global Political Economy of Care","year":2014,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Humanities; Political science; Ethnology; Art; Sociology","score_opus":0.08275308886988238,"score_gpt":0.41893316773221234,"score_spread":0.33618007886233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1838585530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6188589,0.0057801628,0.002007433,0.11052888,0.001885904,0.0011627141,0.00019109815,0.000064442975,0.25952047],"genre_scores_gemma":[0.9965165,0.000009408332,0.0004262712,0.0014732548,0.00056413224,0.00019622408,0.000024092962,0.000015267704,0.0007747935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99612224,0.0016387673,0.0012914309,0.0002816002,0.000052820225,0.0006131646],"domain_scores_gemma":[0.99812263,0.0008149736,0.00038689363,0.0003833522,0.00019518827,0.000096937656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015431809,0.00022008573,0.00045909206,0.000091414666,0.00034913621,0.000029427303,0.00036181486,0.00022550352,0.00028061293],"category_scores_gemma":[0.000455214,0.00018564372,0.0004326459,0.0001419368,0.00042666102,0.00015589074,0.000230347,0.00045099863,0.00008677216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012839929,0.00011492174,0.38169685,0.0014534998,0.000050372088,9.525114e-7,0.008764704,0.000003723592,1.5928943e-7,0.60303146,0.0018389074,0.003031636],"study_design_scores_gemma":[0.0018219136,0.0014862524,0.3025781,0.013202193,0.00031182912,0.000009148794,0.17036034,0.00034907289,0.00010291044,0.472245,0.03695819,0.0005750274],"about_ca_topic_score_codex":0.019350985,"about_ca_topic_score_gemma":0.07063321,"teacher_disagreement_score":0.37765765,"about_ca_system_score_codex":0.0008138624,"about_ca_system_score_gemma":0.00022748014,"threshold_uncertainty_score":0.9871792},"labels":[],"label_agreement":null},{"id":"W1840780240","doi":"10.1002/hec.2946","title":"THE IMPACT OF MACROECONOMIC CONDITIONS ON OBESITY IN CANADA","year":2013,"lang":"en","type":"article","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Unemployment; Economics; Logit; Overweight; Obesity; Unemployment rate; Demographic economics; Fixed effects model; Econometrics; Population; Panel data; Demography; Medicine; Macroeconomics; Sociology; Internal medicine","score_opus":0.03992412209543529,"score_gpt":0.3909486640441582,"score_spread":0.3510245419487229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1840780240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815701,0.000118789445,2.0690919e-7,0.011412179,0.00040001454,0.0008374543,0.00012393898,0.000008535336,0.0055287764],"genre_scores_gemma":[0.9967257,0.00092401507,0.0000035983278,0.0016920962,0.00006109589,0.0001630774,0.000015029649,0.000011549495,0.00040385476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858654,0.00014171173,0.0006338571,0.00013359399,0.000024463292,0.0004798452],"domain_scores_gemma":[0.99861205,0.0006789026,0.00032558184,0.00023525515,0.000034348108,0.000113889975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030582503,0.00010272153,0.0002820659,0.000041991825,0.0006513369,0.000004192529,0.00012760119,0.000036823345,0.0005016446],"category_scores_gemma":[0.000028282087,0.00007430816,0.000047998543,0.000037337482,0.00003972163,0.000060513034,0.000048828322,0.00024890623,0.00018646642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001216152,0.000019655681,0.9097401,0.00003506927,0.000023387733,1.1847472e-7,0.0004165321,0.00029953674,3.7595143e-7,0.0043327166,0.08400536,0.0011149971],"study_design_scores_gemma":[0.00034803938,0.00006457602,0.9918669,0.0000321486,8.8739523e-7,1.3474919e-7,0.0012016208,0.00024597262,9.851424e-7,0.0021115998,0.004063501,0.0000636449],"about_ca_topic_score_codex":0.98114073,"about_ca_topic_score_gemma":0.98737454,"teacher_disagreement_score":0.0821268,"about_ca_system_score_codex":0.002921343,"about_ca_system_score_gemma":0.0040058526,"threshold_uncertainty_score":0.7639211},"labels":[],"label_agreement":null},{"id":"W1841161136","doi":"10.1787/5js4t78q9lq7-en","title":"How Should One Measure Economic Insecurity?","year":2015,"lang":"en","type":"report","venue":"OECD statistics working papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Declaration; Unemployment; Measure (data warehouse); Hazard; Moral hazard; Economics; Political science; Actuarial science; Public economics; Economic growth; Computer science; Law","score_opus":0.2896417945234663,"score_gpt":0.4324245085585722,"score_spread":0.1427827140351059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1841161136","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007479488,0.0045903986,0.0002768381,0.0054374733,0.012268455,0.0013380242,0.0022685304,0.00034710387,0.9733984],"genre_scores_gemma":[0.2199972,0.032164387,0.0077176536,0.0031422374,0.021445062,0.001367276,0.0055006444,0.0012371702,0.7074284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948747,0.0004629283,0.00092883006,0.00078389473,0.001854136,0.0010955234],"domain_scores_gemma":[0.99586135,0.0012681268,0.0010606106,0.0007043684,0.00076907035,0.000336492],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025912498,0.00068887055,0.0013149822,0.00022157046,0.0011637813,0.00008989409,0.0004192262,0.0010047562,0.0008602248],"category_scores_gemma":[0.0017017962,0.00066783966,0.00016185016,0.00008030863,0.00018691701,0.000050324677,0.0003775446,0.002315046,0.00055416743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042313844,0.000037090264,0.022507267,0.0007296085,0.0006081552,0.0000460106,0.0016586167,0.0000023192767,0.0000038442677,0.0061677736,0.93701977,0.031177266],"study_design_scores_gemma":[0.00057162263,0.00007368368,0.0020964902,0.001164318,0.00040222015,0.0000021142034,0.0008332283,0.0000045936313,5.1507516e-7,0.001905664,0.9922487,0.0006968103],"about_ca_topic_score_codex":0.0010125483,"about_ca_topic_score_gemma":0.0092740115,"teacher_disagreement_score":0.26597002,"about_ca_system_score_codex":0.0032152797,"about_ca_system_score_gemma":0.004971664,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W1846288647","doi":"10.3386/w10445","title":"Access to Care, Provider Choice and Racial Disparities","year":2004,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"National Institute on Aging","keywords":"Business; Internet privacy; Computer science","score_opus":0.5483743128989818,"score_gpt":0.650164585670251,"score_spread":0.10179027277126929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1846288647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017357565,0.004084481,0.0000018121098,0.012432877,0.0017710329,0.0031777634,0.0004172244,0.00003853995,0.9607187],"genre_scores_gemma":[0.9117713,0.0045998804,0.0000790383,0.00048790246,0.007685062,0.0023175546,0.0008515218,0.00011857736,0.07208919],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964736,0.0002532694,0.00079459813,0.00053308444,0.0013497005,0.00059574726],"domain_scores_gemma":[0.99412477,0.0019381321,0.00027124706,0.0002247564,0.0032813011,0.00015981068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025616908,0.0002240008,0.00058175565,0.0007402428,0.000933535,0.0000572681,0.00045747016,0.00043098166,0.00044900842],"category_scores_gemma":[0.0027392984,0.00020947026,0.000086986125,0.00014659812,0.00025042877,0.00025338127,0.0009743801,0.0011069347,0.00013822927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011204742,0.000057338963,0.28073674,0.0041977237,0.00032973484,0.000002692202,0.002964429,0.000048903083,0.0000053963636,0.099526845,0.60931814,0.0027000417],"study_design_scores_gemma":[0.001163605,0.00017972197,0.21162239,0.0012883442,0.00003516635,0.0000015308938,0.0009879955,0.0000023895611,0.000016792497,0.10940558,0.6748636,0.00043291078],"about_ca_topic_score_codex":0.027447727,"about_ca_topic_score_gemma":0.015508704,"teacher_disagreement_score":0.8944137,"about_ca_system_score_codex":0.0030999458,"about_ca_system_score_gemma":0.008807309,"threshold_uncertainty_score":0.9968118},"labels":[],"label_agreement":null},{"id":"W184633926","doi":"","title":"Des arrêts de travail accrus","year":2006,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.05555181005326211,"score_gpt":0.3835782331330044,"score_spread":0.3280264230797423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184633926","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38288373,0.024051784,0.0008635171,0.033163045,0.0015466457,0.00038161056,0.000022845972,0.00018016098,0.55690664],"genre_scores_gemma":[0.43980777,0.0014342808,0.0012591926,0.0015154022,0.0013472642,0.00003994978,0.000008301489,0.000029937524,0.5545579],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977992,0.00042869814,0.00041383918,0.00022869298,0.00014942746,0.0009801004],"domain_scores_gemma":[0.9991439,0.0003456531,0.00008202028,0.000193429,0.00010517552,0.00012984013],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005292956,0.0002072894,0.00025345662,0.00005448591,0.0010598298,0.00001671148,0.00012792686,0.00029672458,0.008608063],"category_scores_gemma":[0.00007319929,0.00018270819,0.0000981961,0.00017289992,0.00036744503,0.00013319441,0.00010430136,0.00039956113,0.0021851386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011129849,0.00016708462,0.3284877,0.00028446538,0.000041220057,0.000016656064,0.0029136958,0.0000036151,0.000110258254,0.056801207,0.5855742,0.025588755],"study_design_scores_gemma":[0.0005487037,0.00007042459,0.5715404,0.00023999259,0.000059630194,0.0000028479997,0.0032413723,0.00001841375,0.0001671624,0.021983614,0.40191793,0.00020945484],"about_ca_topic_score_codex":0.02287967,"about_ca_topic_score_gemma":0.017604006,"teacher_disagreement_score":0.24305275,"about_ca_system_score_codex":0.00021897179,"about_ca_system_score_gemma":0.00014785228,"threshold_uncertainty_score":0.9985918},"labels":[],"label_agreement":null},{"id":"W1848165104","doi":"","title":"The Fragmentation of Traditional Employment: Challenges Raised by the Diversity of Typical and Atypical Jobs","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; HEC Montréal","funders":"","keywords":"Typology; Diversity (politics); Work (physics); Economics; Sociology; Political science; Law; Engineering","score_opus":0.0652461415135225,"score_gpt":0.34169709971783524,"score_spread":0.27645095820431276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848165104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622474,0.015020736,0.00020515193,0.021553123,0.00014426273,0.0002143831,0.000008032107,0.000008177518,0.0005987326],"genre_scores_gemma":[0.93729043,0.06195123,0.0000036040174,0.00009182403,0.00015339974,0.0000083671,0.0000031169468,0.000006130337,0.0004918722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99824417,0.0003360836,0.0003150921,0.00009434488,0.00029372016,0.0007165847],"domain_scores_gemma":[0.99890673,0.0006401252,0.00022863087,0.00008690955,0.000098063014,0.000039561346],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013623566,0.00008698808,0.00015147224,0.000025757077,0.0017866507,0.000003767543,0.00017236256,0.00006369451,0.00005598695],"category_scores_gemma":[0.00007013469,0.000048124777,0.00006353555,0.00006427647,0.00020182267,0.00006978921,0.00010836676,0.000930617,0.0000029222742],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032408342,0.00027178822,0.35366845,0.00003702686,0.00070406764,0.0000011006309,0.0074650035,0.000001909982,0.0002480235,0.58581257,0.0065679285,0.041981313],"study_design_scores_gemma":[0.002201057,0.00067803566,0.74060327,0.000059573063,0.00008691435,0.00002650702,0.021355554,0.000010431523,0.000023865716,0.22467245,0.010173641,0.00010866779],"about_ca_topic_score_codex":0.00003197843,"about_ca_topic_score_gemma":0.0005486321,"teacher_disagreement_score":0.38693485,"about_ca_system_score_codex":0.00015948155,"about_ca_system_score_gemma":0.0002413867,"threshold_uncertainty_score":0.9995129},"labels":[],"label_agreement":null},{"id":"W1851314615","doi":"10.7202/1014740ar","title":"Has There Been a She-covery? The Financial Crisis of 2008 and Its Impact on the Ontario Labour Market","year":2013,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Seniority; Financial crisis; Economics; Labour economics; Feminization (sociology); Political science; Sociology; Social science","score_opus":0.05674602018601742,"score_gpt":0.3304424080903299,"score_spread":0.27369638790431244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851314615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9177897,0.00065084593,0.0000052718997,0.058631074,0.0001237256,0.0008960927,0.000052304542,0.000020466317,0.02183054],"genre_scores_gemma":[0.964767,0.00014932921,0.000006319386,0.0005329241,0.0001293111,0.0001341776,0.000004998479,0.000012522562,0.03426342],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987889,0.00030233993,0.00032011105,0.00014342695,0.00018029366,0.0002649389],"domain_scores_gemma":[0.99795485,0.0014115067,0.00018288806,0.0002521645,0.00015449878,0.000044102002],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038534153,0.00014937694,0.0001837568,0.000053239386,0.0017383464,0.000020501371,0.00015666086,0.00024224879,0.0071335514],"category_scores_gemma":[0.00039184836,0.00007185847,0.00006947914,0.00022708227,0.00009211157,0.00011486983,0.00011330682,0.00083894155,0.00017322112],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028959494,0.000036284553,0.29588884,0.000003720161,0.00009023468,4.1448487e-7,0.010055441,0.000019374635,0.000004299717,0.005945576,0.6871893,0.0007375842],"study_design_scores_gemma":[0.0002922888,0.000079269805,0.8874828,0.00008767579,0.000039239734,3.963764e-7,0.0049648844,0.0000371032,0.000014665519,0.0019334562,0.104975775,0.0000924172],"about_ca_topic_score_codex":0.025006833,"about_ca_topic_score_gemma":0.008169867,"teacher_disagreement_score":0.591594,"about_ca_system_score_codex":0.00009940326,"about_ca_system_score_gemma":0.00038417868,"threshold_uncertainty_score":0.99956125},"labels":[],"label_agreement":null},{"id":"W1852218838","doi":"10.1177/0022146515584151","title":"Job Pressure and SES-contingent Buffering","year":2015,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Socioeconomic status; Workforce; Anxiety; Contingency; Job satisfaction; Job attitude; Job performance; Job stress; Social psychology; Environmental health; Economics; Medicine; Psychiatry","score_opus":0.15066767315092694,"score_gpt":0.4658728909030827,"score_spread":0.31520521775215576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1852218838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97710645,0.008602221,0.000008039181,0.0128551135,0.0008485652,0.00025978568,0.0000045440333,0.000012519091,0.00030277306],"genre_scores_gemma":[0.99630976,0.00056683447,0.00010592321,0.001262274,0.0008916162,0.0000139909225,9.509306e-7,0.000012019603,0.00083665765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860656,0.00026053254,0.000547946,0.000078724624,0.00020890204,0.00029733885],"domain_scores_gemma":[0.9990011,0.00005991333,0.0004395455,0.000035506542,0.00020545196,0.00025848844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011832091,0.000088873385,0.00036269124,0.000052925236,0.0008843845,0.000010801204,0.000046004297,0.00008506002,0.000010780982],"category_scores_gemma":[0.0000709916,0.00006873012,0.000038876933,0.00003624966,0.00004468948,0.000102975966,0.00006438972,0.00038872563,0.0000016860042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064244,0.000033526532,0.9312533,0.00017801588,0.000027023852,0.0000075966955,0.031905856,2.989915e-8,0.000012266658,0.00022765472,0.01802173,0.01826875],"study_design_scores_gemma":[0.0021650859,0.00068913435,0.7483274,0.0001626557,0.00014806647,0.000013537993,0.025183288,8.301605e-7,0.0000018403028,0.00018864268,0.22299145,0.0001281098],"about_ca_topic_score_codex":0.0002385885,"about_ca_topic_score_gemma":0.000051305175,"teacher_disagreement_score":0.20496972,"about_ca_system_score_codex":0.000055489112,"about_ca_system_score_gemma":0.00033488852,"threshold_uncertainty_score":0.680206},"labels":[],"label_agreement":null},{"id":"W1863327629","doi":"10.33182/ml.v9i3.92","title":"Canada’s temporary foreign worker programme: A discussion of human rights issues","year":2012,"lang":"en","type":"article","venue":"MIGRATION LETTERS","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sherritt (Canada)","funders":"","keywords":"Economic shortage; Legislature; Migrant workers; Labour economics; Human rights; Business; Service (business); Economics; Economic growth; Political science; Law; Marketing","score_opus":0.045132685004204066,"score_gpt":0.3572111832369569,"score_spread":0.3120784982327528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863327629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92918813,0.00017803065,0.000054418866,0.06674592,0.00033257037,0.00061181176,0.000011556961,0.00005863617,0.0028189416],"genre_scores_gemma":[0.9924261,0.0000025943928,0.00010954059,0.0020861146,0.00046457775,0.00011762223,0.00009816226,0.000013537317,0.004681746],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865156,0.00018515678,0.00037882314,0.00012252375,0.00025497095,0.00040696037],"domain_scores_gemma":[0.999454,0.000048763482,0.00018785249,0.00017033413,0.000050488416,0.00008852455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025798837,0.0001274871,0.00018656888,0.00005635749,0.00078565005,0.0000041372905,0.00007891992,0.000059346014,0.0002083152],"category_scores_gemma":[0.00001421111,0.000073811745,0.00004402161,0.00010663598,0.000045105127,0.00019918682,0.000044514454,0.00015588377,0.00001539045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007511466,0.000026076328,0.5512806,0.00003220973,0.000017979939,5.898743e-7,0.0019182435,2.3177415e-7,0.0010786662,0.0010551045,0.44442004,0.00016274425],"study_design_scores_gemma":[0.00041603626,0.000036728037,0.2961079,0.00018377052,0.000027690116,1.9990065e-7,0.002620217,0.0000029639796,0.000735278,0.0002040195,0.699481,0.00018415952],"about_ca_topic_score_codex":0.5893302,"about_ca_topic_score_gemma":0.75687504,"teacher_disagreement_score":0.25517273,"about_ca_system_score_codex":0.000104043844,"about_ca_system_score_gemma":0.0000710204,"threshold_uncertainty_score":0.6042664},"labels":[],"label_agreement":null},{"id":"W187141666","doi":"10.1007/978-0-387-36320-2_10","title":"Transition to Adulthood, Mental Health, and Inequality","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Transition (genetics); Inequality; Psychology; Developmental psychology; Psychiatry; Chemistry; Mathematics; Biochemistry","score_opus":0.10956943741226534,"score_gpt":0.43276252685015604,"score_spread":0.3231930894378907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W187141666","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008151921,0.0012341585,0.00053476443,0.05162531,0.00074420124,0.0022175775,0.000255441,0.00020562577,0.94236773],"genre_scores_gemma":[0.0022489596,0.0026382674,0.00060128,0.059939954,0.000877472,0.00006420751,0.00048016678,0.0000901753,0.9330595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982323,0.00007432393,0.0006565469,0.0003594733,0.00025909854,0.0004182733],"domain_scores_gemma":[0.99910843,0.00011038917,0.00016433209,0.0001852662,0.00009597702,0.00033560413],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000622322,0.0002776794,0.0004884494,0.00014363247,0.00083727523,0.0000040634195,0.000059176124,0.00031374328,0.0013459347],"category_scores_gemma":[0.0000139211,0.00023480531,0.00006679039,0.000022486533,0.00004127331,0.000041986445,0.000098143544,0.00051466154,0.00038654573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042165563,0.000044782093,0.0017440756,0.0016704451,0.00018891375,0.0000065479326,0.07601486,5.266689e-8,0.0000047877493,0.41242898,0.4557826,0.05169231],"study_design_scores_gemma":[0.0006578589,0.0003214886,0.0007899455,0.0008615944,0.000016172704,8.7289845e-7,0.0030096488,5.1300987e-7,7.714725e-7,0.0050695995,0.9889466,0.00032488848],"about_ca_topic_score_codex":0.00037161662,"about_ca_topic_score_gemma":0.0018050036,"teacher_disagreement_score":0.5331641,"about_ca_system_score_codex":0.0001868385,"about_ca_system_score_gemma":0.00011968294,"threshold_uncertainty_score":0.999567},"labels":[],"label_agreement":null},{"id":"W1873020361","doi":"","title":"VII. Monthly debate. A detailed analysis of the last Spanish Active Population Survey (EPA)","year":2009,"lang":"en","type":"article","venue":"Bulletin of EU and US inflation and macroeconomic analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Social security; Demographic economics; Population; Economics; Geography; Development economics; Political science; Demography; Economic growth; Sociology; Market economy","score_opus":0.020724148357521704,"score_gpt":0.31585218405472637,"score_spread":0.2951280356972047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1873020361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945885,0.00012166744,0.000040436877,0.0012691682,0.000036257137,0.00021452115,0.00010717339,0.000009307507,0.0036129584],"genre_scores_gemma":[0.99855286,0.00018998557,0.000035790414,0.00033028598,0.000020549583,0.000008030317,0.00013754137,0.000004912212,0.0007200427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986293,0.0002892685,0.0006145281,0.00022285871,0.00008700815,0.00015704033],"domain_scores_gemma":[0.9987408,0.00027933024,0.0006029306,0.00018970681,0.0001397385,0.00004750131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231435,0.00012816208,0.0005871852,0.00032137113,0.00035903478,0.000008478862,0.000073489995,0.000094971205,0.00067185797],"category_scores_gemma":[0.000102684506,0.000097753524,0.00020580164,0.000502238,0.00006748986,0.000036027395,0.00006245651,0.00010189121,0.000004424586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007921413,0.000019315816,0.9939507,0.000010832549,0.0019931342,7.905076e-8,0.00057556387,0.0007730412,0.000021263191,0.0004977902,0.00030152418,0.0017775426],"study_design_scores_gemma":[0.0003826495,0.00002741801,0.99266434,0.000013012462,0.0028226844,3.3083033e-8,0.000330499,0.0015383401,0.000014682762,0.00012259086,0.0019913688,0.00009238543],"about_ca_topic_score_codex":0.0042756866,"about_ca_topic_score_gemma":0.019101098,"teacher_disagreement_score":0.014825411,"about_ca_system_score_codex":0.00003546802,"about_ca_system_score_gemma":0.000017740154,"threshold_uncertainty_score":0.9987978},"labels":[],"label_agreement":null},{"id":"W18734425","doi":"10.1016/b978-0-12-803678-5.00351-9","title":"Populations at Special Health Risk: Workers","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Deregulation; Labour economics; Working population; Work (physics); Population; Developing country; Business; Demographic economics; Economics; Economic growth; Environmental health; Medicine; Market economy; Engineering","score_opus":0.07533239182063488,"score_gpt":0.3822715668139573,"score_spread":0.3069391749933224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18734425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008438033,0.0014946188,0.0000033485044,0.0038512212,0.004404538,0.0017620907,0.00041399023,0.00019730559,0.9877885],"genre_scores_gemma":[0.00014122725,0.00072106475,0.0000920252,0.0012401767,0.009777813,0.0001430634,0.000074940486,0.00015656275,0.98765314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967716,0.0002447636,0.0010953973,0.00059248233,0.00045379557,0.0008419689],"domain_scores_gemma":[0.99747556,0.0002694064,0.0011424611,0.00067885866,0.00014681245,0.00028691223],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059861084,0.0005479833,0.0009066896,0.00019536051,0.0029708832,0.000008331573,0.00025191257,0.0005253162,0.005648812],"category_scores_gemma":[0.00005129142,0.0004128951,0.00034109387,0.000014600522,0.00018610482,0.00003739676,0.0004869139,0.00105539,0.0054251915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000449745,0.0000048212737,0.014237715,0.00012136558,0.00015258104,0.0000052297537,0.0017420958,4.14445e-8,1.48808e-7,0.03442258,0.116499804,0.8327686],"study_design_scores_gemma":[0.00052886707,0.00005759197,0.0046937624,0.0016096592,0.0000907819,6.971878e-7,0.0000528476,6.009545e-8,8.25463e-8,0.033271186,0.95928794,0.00040650548],"about_ca_topic_score_codex":0.000014345772,"about_ca_topic_score_gemma":0.0039140377,"teacher_disagreement_score":0.84278816,"about_ca_system_score_codex":0.000993851,"about_ca_system_score_gemma":0.0004178403,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W1874535888","doi":"10.25336/p62s5f","title":"The Connection between Low Income, Weak Labour Force Attachment and Poor Health","year":2010,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"Human Resources and Skills Development Canada","keywords":"Demographic economics; Connection (principal bundle); Logistic regression; Population; Low income; Economics; Socioeconomics; Demography; Sociology; Medicine; Mathematics","score_opus":0.06108905822721462,"score_gpt":0.43318624141858375,"score_spread":0.37209718319136914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1874535888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97008085,0.001212728,0.000004576019,0.024920378,0.0018289826,0.00079563673,0.000033255805,0.000034077628,0.0010894842],"genre_scores_gemma":[0.99600106,0.00051464426,0.000022037422,0.0008443862,0.00042608863,0.000132132,0.000030505347,0.000014096944,0.0020150375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855983,0.00018720185,0.000434466,0.00019567326,0.000118806616,0.0005040367],"domain_scores_gemma":[0.9990096,0.00040672938,0.00016189567,0.00015573698,0.00010015189,0.00016587388],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00091686257,0.00012719886,0.0002443859,0.00013734418,0.0028078922,0.000010479178,0.00007167975,0.00009258383,0.000011579005],"category_scores_gemma":[0.00032309556,0.00009611479,0.00001975724,0.00019281679,0.0000990412,0.00008543432,0.000070921924,0.0004109863,0.000011713573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053090253,0.000001968843,0.9738137,0.00007564648,0.000032027605,4.5341702e-7,0.001979395,9.907819e-7,0.000001413964,0.013552185,0.0038584303,0.0066784574],"study_design_scores_gemma":[0.00033372192,0.000038311046,0.95084906,0.00010620805,0.0000068378868,2.9405643e-7,0.0054379087,0.000010819428,5.032299e-7,0.0030601467,0.040061668,0.00009449718],"about_ca_topic_score_codex":0.18700013,"about_ca_topic_score_gemma":0.9360358,"teacher_disagreement_score":0.7490357,"about_ca_system_score_codex":0.00056277134,"about_ca_system_score_gemma":0.00013312146,"threshold_uncertainty_score":0.99849033},"labels":[],"label_agreement":null},{"id":"W1876341427","doi":"10.7202/1076384ar","title":"LES DÉTERMINANTS DE LA TRANSITION VERS L’EMPLOI STABLE DANS LES SERVICES À LA PERSONNE","year":2021,"lang":"fr","type":"preprint","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Dual (grammatical number); Labour economics; Welfare economics; Economics; Demographic economics","score_opus":0.06484311442898384,"score_gpt":0.3655608127360169,"score_spread":0.3007176983070331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1876341427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455524,0.0016396823,0.0009884309,0.00808205,0.0009906025,0.0010385987,0.0005897515,0.00023663681,0.040881857],"genre_scores_gemma":[0.97719675,0.007534589,0.0012673129,0.0012184585,0.00085657154,0.0005775589,0.0005727634,0.00017144148,0.01060454],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9911868,0.005147626,0.0011477196,0.0011458099,0.00016137674,0.001210695],"domain_scores_gemma":[0.9949812,0.0030653796,0.0006210746,0.00075381383,0.00022953215,0.00034898092],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021455586,0.0009156108,0.0012929367,0.0001691662,0.0016902804,0.00023629403,0.0006128407,0.002022547,0.0016887243],"category_scores_gemma":[0.00013752592,0.0009683523,0.0005106663,0.00014688766,0.00049870467,0.00042740037,0.0006634005,0.0025790161,0.00009690616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004147977,0.0009211313,0.14341515,0.012915652,0.0015499598,0.000413608,0.7712308,0.0006710924,0.0020133366,0.04637503,0.0013427315,0.018736701],"study_design_scores_gemma":[0.0029819666,0.00022735975,0.28308502,0.01018664,0.00097370544,0.00008577983,0.4316262,0.0006743483,0.0025525943,0.0049570655,0.26041657,0.002232769],"about_ca_topic_score_codex":0.11472728,"about_ca_topic_score_gemma":0.034464248,"teacher_disagreement_score":0.33960462,"about_ca_system_score_codex":0.0013509187,"about_ca_system_score_gemma":0.000876936,"threshold_uncertainty_score":0.99972206},"labels":[],"label_agreement":null},{"id":"W1877731704","doi":"","title":"Relative Surplus Population and British Riots","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Population; Geography; Economics; Demography; Sociology","score_opus":0.46459788041363326,"score_gpt":0.6220699479307926,"score_spread":0.15747206751715936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1877731704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292949,0.014979247,0.00009653979,0.00026132422,0.001076455,0.00087758916,0.000044575845,0.000061901264,0.053307466],"genre_scores_gemma":[0.9828216,0.012905582,0.00018889268,0.0003350849,0.00022517199,0.00006970274,0.000016270258,0.000045595174,0.0033920868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972853,0.000595977,0.0009153128,0.00036160412,0.00040395765,0.0004378519],"domain_scores_gemma":[0.99785507,0.00043664343,0.0008964767,0.00025708665,0.0003494959,0.00020523976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013133873,0.00022665254,0.0006614814,0.0003280165,0.0011840673,0.00017277818,0.00074722606,0.00016854002,0.011144915],"category_scores_gemma":[0.00043748922,0.00022231796,0.00009397034,0.0004413892,0.00012396407,0.0023087063,0.0010320385,0.0005900871,0.000031407908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099019104,0.000073026225,0.9504736,0.00009047557,0.00014147679,0.000020823305,0.002012208,5.537963e-7,0.00022301677,0.00053504546,0.037989654,0.008341121],"study_design_scores_gemma":[0.00056610134,0.000010647965,0.96440476,0.00075815007,0.00006994058,0.000004001736,0.00035351675,0.000003901914,0.00006995322,0.028356371,0.00515432,0.00024830786],"about_ca_topic_score_codex":0.019045558,"about_ca_topic_score_gemma":0.0024795686,"teacher_disagreement_score":0.053526714,"about_ca_system_score_codex":0.000099024786,"about_ca_system_score_gemma":0.00006953609,"threshold_uncertainty_score":0.989759},"labels":[],"label_agreement":null},{"id":"W1884739536","doi":"10.24908/ss.v9i1/2.4098","title":"Neoliberal Deviants and Surveillance: Welfare Recipients under the watchful eye of Ontario Works","year":2011,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Scrutiny; Workfare; Welfare; Public administration; Legislation; Politics; Political science; Criminology; Sociology; Law","score_opus":0.05025791103668267,"score_gpt":0.33251544137351474,"score_spread":0.2822575303368321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1884739536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98413116,0.0013714582,0.000044860917,0.0033285592,0.0010633175,0.000586636,0.00004034674,0.00009092956,0.00934275],"genre_scores_gemma":[0.9913055,0.0010076123,0.00017242321,0.0009973663,0.000154959,0.000057824065,0.000024432487,0.000036700658,0.0062431935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997535,0.0004110969,0.00059307314,0.00040350063,0.00033376273,0.0007235473],"domain_scores_gemma":[0.99852765,0.00026410216,0.00033108616,0.00049138226,0.00027871417,0.00010705328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012633016,0.00028807868,0.0005219446,0.000017544693,0.0012259205,0.000011664513,0.00029502495,0.00025208993,0.0007151137],"category_scores_gemma":[0.000042320127,0.00019185543,0.00020515571,0.00024154608,0.0003463727,0.00013163747,0.00035974043,0.0006937893,0.000027587324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064492706,0.00003804288,0.9413953,0.000054384655,0.00014483253,8.809388e-7,0.047584284,8.2460446e-7,0.0000064517235,0.00032327735,0.009558563,0.0008286547],"study_design_scores_gemma":[0.00082578394,0.000050022038,0.9699642,0.000085463456,0.00000962416,5.501293e-7,0.008493548,0.000004390903,0.0000040979057,0.0008518623,0.01948851,0.0002219655],"about_ca_topic_score_codex":0.026701562,"about_ca_topic_score_gemma":0.11898129,"teacher_disagreement_score":0.092279725,"about_ca_system_score_codex":0.0002807642,"about_ca_system_score_gemma":0.00021528424,"threshold_uncertainty_score":0.9797797},"labels":[],"label_agreement":null},{"id":"W1890212","doi":"10.1016/s1701-2163(16)34992-1","title":"Maternity Leave in Normal Pregnancy","year":2011,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Sackville Memorial Hospital; University of Sudbury; Saskatoon Medical Imaging; Merck Canada Inc. (Canada); Alberta Bible College; Ontario Neurotrauma Foundation; Congress of Aboriginal Peoples","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Guideline; Observational study; Cochrane Library; Grey literature; Specialty; Systematic review; Pregnancy; Randomized controlled trial; Health care; Family medicine; Maternity care; Nursing; Psychological intervention; Pathology","score_opus":0.049743314818777445,"score_gpt":0.3077528821175101,"score_spread":0.2580095672987327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1890212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705974,0.0032277806,0.000004019212,0.0002895995,0.00983688,0.00011517437,0.0000065525655,0.0000026931637,0.015919935],"genre_scores_gemma":[0.9984883,0.0002916337,0.00006794411,0.00030823678,0.000021419375,0.0000041733892,3.5677508e-7,0.0000062941035,0.0008116305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988798,0.00012658877,0.00049784017,0.000071753595,0.0001336786,0.00029035957],"domain_scores_gemma":[0.99840385,0.00092353945,0.00033328604,0.000062411156,0.0001797779,0.00009716717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023385827,0.00008212968,0.00025812408,0.00015514028,0.00018539246,0.0000018668117,0.00010466886,0.0000972912,0.0006534727],"category_scores_gemma":[0.0009780882,0.000064157786,0.000022550654,0.00015344041,0.000032424523,0.000074999254,0.00007403547,0.000451738,0.0000017946401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031177276,0.000026322958,0.9870842,0.000039814273,0.000025232946,0.00071024295,0.0010880923,3.667296e-7,5.1329994e-7,0.00024609733,0.0017354747,0.009040535],"study_design_scores_gemma":[0.0010106784,0.0001349012,0.9911651,0.000023684113,0.000014835095,0.0000031984596,0.0011287322,0.000001561048,0.0000054357392,0.00035015083,0.0060966173,0.00006511389],"about_ca_topic_score_codex":0.06990862,"about_ca_topic_score_gemma":0.3002933,"teacher_disagreement_score":0.23038468,"about_ca_system_score_codex":0.00042842317,"about_ca_system_score_gemma":0.0007681699,"threshold_uncertainty_score":0.93628496},"labels":[],"label_agreement":null},{"id":"W1891378845","doi":"10.1080/02255189.2006.9669170","title":"Labour's Response to the Informalization of Work in the curreit Restructuring of Global Capitalism: China, South Korea, and South Africa","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Restructuring; Capitalism; China; Work (physics); Terminology; Informal sector; Global South; Political science; Process (computing); Economy; Political economy; Sociology; Economic growth; Economics; Economic geography; Engineering; Computer science","score_opus":0.04376221302140389,"score_gpt":0.2900568305636431,"score_spread":0.24629461754223925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891378845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814047,0.0015515549,0.00003255097,0.015320004,0.0005824582,0.000737927,0.00006940841,0.0000045430206,0.0002968349],"genre_scores_gemma":[0.9987606,0.000071510556,0.00052141456,0.00031614484,0.00014322095,0.000059535316,0.000005799401,0.000016111653,0.000105702864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968958,0.00034665814,0.0014889274,0.00020482887,0.0002457088,0.00081810635],"domain_scores_gemma":[0.99774754,0.00022764363,0.00084891944,0.00024183356,0.0006313845,0.00030270076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002830015,0.00028644621,0.000570592,0.00035625405,0.0009292485,0.000018989407,0.0005010122,0.00008040616,0.000019261131],"category_scores_gemma":[0.0006572945,0.000191176,0.000065848304,0.00096756,0.00017711331,0.000101393285,0.00015246996,0.0002912999,0.0000019606482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019450643,0.000012653966,0.6316245,0.00016136901,0.00020689498,0.000043537675,0.35763302,0.00021644344,0.0000020462767,0.0066288915,0.0028159742,0.00046010944],"study_design_scores_gemma":[0.0007664351,0.000114918475,0.8953411,0.00072320056,0.00005247716,0.000009073399,0.07800363,8.607168e-7,0.000006998265,0.00035977655,0.024433099,0.0001884588],"about_ca_topic_score_codex":0.010194963,"about_ca_topic_score_gemma":0.5735912,"teacher_disagreement_score":0.5633962,"about_ca_system_score_codex":0.0015691146,"about_ca_system_score_gemma":0.0020038486,"threshold_uncertainty_score":0.99639624},"labels":[],"label_agreement":null},{"id":"W1893546658","doi":"10.1111/j.1467-9957.2011.02230.x","title":"LOW PAY, IN‐WORK POVERTY AND ECONOMIC VULNERABILITY: A COMPARATIVE ANALYSIS USING EU‐SILC*","year":2011,"lang":"en","type":"article","venue":"Manchester School","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Poverty; Vulnerability (computing); Economics; Earnings; Demographic economics; European union; Work (physics); Household income; Eu countries; Development economics; Labour economics; Economic growth; Geography; Economic policy","score_opus":0.13179137594951967,"score_gpt":0.39437055627742296,"score_spread":0.2625791803279033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893546658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926637,0.00013112997,0.0001826629,0.0005806268,0.00023047897,0.00046257314,0.000010301944,0.000042647745,0.0056959153],"genre_scores_gemma":[0.99748665,0.000018794071,0.00033065875,0.0013060479,0.00011745325,0.000083515246,0.0000058871665,0.000011082149,0.0006399308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998323,0.00035326713,0.00047072917,0.00038076032,0.00007962355,0.00039259403],"domain_scores_gemma":[0.9991758,0.00018705816,0.00015095557,0.00032225729,0.000038977247,0.00012496264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004414237,0.00019230522,0.0005223763,0.00018836933,0.00033924723,0.000014260768,0.0001142818,0.00011187876,0.0007269308],"category_scores_gemma":[0.000034631095,0.00014412896,0.00008542479,0.00028086326,0.00006883885,0.00022981058,0.00021888503,0.00042582955,0.00015279296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066217435,0.00004085077,0.9861471,0.000040498784,0.0002423334,0.0000028590805,0.011682788,0.000013883272,0.000006027297,0.000108757944,0.0015023814,0.00014630522],"study_design_scores_gemma":[0.0005832477,0.000028474964,0.9949743,0.00009423243,0.00017784513,1.9288164e-7,0.0022336983,0.00029731792,0.00002353617,0.0005872186,0.0008055166,0.00019443025],"about_ca_topic_score_codex":0.0005891473,"about_ca_topic_score_gemma":0.0020526503,"teacher_disagreement_score":0.00944909,"about_ca_system_score_codex":0.00021660111,"about_ca_system_score_gemma":0.000066691944,"threshold_uncertainty_score":0.7959382},"labels":[],"label_agreement":null},{"id":"W1895158338","doi":"10.1186/s12939-015-0236-1","title":"Understanding the impact of the economic crisis on child health: the case of Spain","year":2015,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Public health; Health policy; Social policy; Poverty; Environmental health; Population; Medicine; Unemployment; Mental health; Context (archaeology); Social determinants of health; Child poverty; Population health; Economic growth; Austerity; Socioeconomics; Political science; Psychiatry; Geography; Nursing; Economics","score_opus":0.45474913172690373,"score_gpt":0.5821191956132319,"score_spread":0.12737006388632816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895158338","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42614046,0.00082329236,0.0010429866,0.561201,0.0053863246,0.0017796305,0.00040443384,0.000012167304,0.0032097634],"genre_scores_gemma":[0.99626404,0.00032606078,0.000013935032,0.0027590126,0.0005319389,0.000020407586,0.0000028289362,0.000011113317,0.00007068676],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975074,0.0008195838,0.00094846945,0.00010050569,0.00027583574,0.0003482384],"domain_scores_gemma":[0.9968653,0.0015480218,0.0011220691,0.00018368663,0.00017632819,0.00010460058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065193516,0.000107069725,0.00025762137,0.00010946972,0.0009917755,0.000014837302,0.0005085986,0.000042919397,0.000037958278],"category_scores_gemma":[0.0004448201,0.000048274294,0.00020708881,0.00008173624,0.00008609946,0.00007369269,0.00021175438,0.00060956104,0.000002976358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014689174,0.0003594012,0.18552925,0.00034717805,0.00088833936,0.000022949915,0.08833013,0.018628994,0.0000020258951,0.28874707,0.40604746,0.009628291],"study_design_scores_gemma":[0.014055251,0.005708654,0.14125322,0.006079748,0.00006348756,0.0012250548,0.2825239,0.006602633,0.000019059264,0.51548034,0.02638692,0.0006017352],"about_ca_topic_score_codex":0.016261606,"about_ca_topic_score_gemma":0.008912035,"teacher_disagreement_score":0.57012355,"about_ca_system_score_codex":0.0043325806,"about_ca_system_score_gemma":0.0016384866,"threshold_uncertainty_score":0.9994896},"labels":[],"label_agreement":null},{"id":"W1895333770","doi":"10.29173/cjs19890","title":"Community by Necessity: Security, Insecurity, and the Flattening of Class in Fort McMurray","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Narrative; Sociology; Citizenship; Situated; Restructuring; Paternalism; Class (philosophy); Law; Political science; Epistemology","score_opus":0.0374917036255635,"score_gpt":0.34580875913992515,"score_spread":0.30831705551436167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895333770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91487247,0.0016900047,0.0000022408603,0.07995028,0.00022499285,0.00025715958,0.000009853571,0.0000022702993,0.0029907175],"genre_scores_gemma":[0.9964614,0.0001508325,0.000004615716,0.0031392584,0.000093715586,0.000012884288,0.0000019127508,0.000007711519,0.00012769367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663293,0.0023840982,0.00050339394,0.000048543327,0.00008375762,0.0003472561],"domain_scores_gemma":[0.99774164,0.0013732143,0.00040862348,0.00015029247,0.00019554472,0.00013070033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030452868,0.00009292547,0.00038549103,0.00008618842,0.0014970741,0.0000075105463,0.00037801111,0.0001648224,0.00012500484],"category_scores_gemma":[0.00030099493,0.000050265382,0.00005676508,0.0000746347,0.001591172,0.00008554792,0.00011256161,0.001837646,0.0000054415455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030150224,0.000009984753,0.806071,0.000042844855,0.00008930979,0.0000025825898,0.13971066,6.356516e-7,0.000025195906,0.011051278,0.042638116,0.0003282364],"study_design_scores_gemma":[0.003046946,0.00018114723,0.6195272,0.00020105124,0.00006195837,0.0000178119,0.066187575,0.000022872437,0.0000072940575,0.29862636,0.011984268,0.00013552456],"about_ca_topic_score_codex":0.17929031,"about_ca_topic_score_gemma":0.4248826,"teacher_disagreement_score":0.28757507,"about_ca_system_score_codex":0.00010927166,"about_ca_system_score_gemma":0.00042187367,"threshold_uncertainty_score":0.9998028},"labels":[],"label_agreement":null},{"id":"W1901147525","doi":"","title":"A Nonparametric Analysis Of Canadian Employment Patterns","year":2009,"lang":"en","type":"preprint","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Dominance (genetics); Stochastic dominance; Context (archaeology); Perception; Demographic economics; Distribution (mathematics); Nonparametric statistics; Cohort; Demography; Econometrics; Economics; Geography; Statistics; Psychology; Mathematics; Sociology","score_opus":0.028404992785721193,"score_gpt":0.26863304811451044,"score_spread":0.24022805532878924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1901147525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5830771,0.00048604127,0.0006334368,0.0018509886,0.002652649,0.0014078172,0.0022105908,0.0004265118,0.4072549],"genre_scores_gemma":[0.90963775,0.002233353,0.0003653803,0.00072715565,0.00047665788,0.0000035225833,0.001958247,0.00006962096,0.08452832],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941511,0.0011105328,0.00095024426,0.001536538,0.0010165193,0.0012350696],"domain_scores_gemma":[0.9954643,0.00040622053,0.0011449174,0.0012813532,0.00063883915,0.0010643275],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00027984835,0.00091741356,0.0017218449,0.016676076,0.0030360767,0.00006301594,0.0019190287,0.0013580912,0.0005740964],"category_scores_gemma":[0.000057173835,0.0011268123,0.001405634,0.008079347,0.0006172344,0.00095793465,0.0021109264,0.0020471683,0.000032524913],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008438659,0.00048076903,0.8158082,0.0009057401,0.0119522475,0.0064086625,0.003038518,0.013132853,0.00021237927,0.11291934,0.033243418,0.0010540137],"study_design_scores_gemma":[0.0018556755,0.00020137616,0.24382585,0.00095568,0.006988096,0.000007104507,0.0042453855,0.00038933143,0.00020803652,0.00011432893,0.7397539,0.0014552138],"about_ca_topic_score_codex":0.13639916,"about_ca_topic_score_gemma":0.029753804,"teacher_disagreement_score":0.7065105,"about_ca_system_score_codex":0.0034649412,"about_ca_system_score_gemma":0.0066162064,"threshold_uncertainty_score":0.99993837},"labels":[],"label_agreement":null},{"id":"W1904457413","doi":"10.18740/s45p4t","title":"Pacifying the ‘Armies of Offshore Labour’ in Canada","year":2013,"lang":"en","type":"article","venue":"Socialist studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"State (computer science); Capital (architecture); Context (archaeology); Political science; Political economy; Sociology; Geography","score_opus":0.09345440328419898,"score_gpt":0.41783170352274873,"score_spread":0.32437730023854977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904457413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89109325,0.004741202,3.5031422e-7,0.09353788,0.0007878292,0.0005740159,0.000026944397,0.000020205161,0.009218343],"genre_scores_gemma":[0.9929919,0.0010175328,0.000007948193,0.0026284773,0.00020196088,0.00029486802,0.0000018318764,0.000010567163,0.0028449136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864686,0.00024699105,0.00040609558,0.00011675517,0.00021567922,0.00036763056],"domain_scores_gemma":[0.99838156,0.001019354,0.00017365233,0.00012849284,0.00027564564,0.000021296202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016959,0.00011978762,0.00036562234,0.00002659542,0.0010706742,0.000002967706,0.00013285132,0.000037958333,0.0001440091],"category_scores_gemma":[0.00045436306,0.00007391282,0.000039668175,0.00019515734,0.00020287567,0.00005588978,0.00022208728,0.00023614478,0.000017455928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030768379,0.00000630752,0.83573973,0.00015359314,0.00011301468,8.640957e-7,0.029528651,4.5991337e-7,0.000005480702,0.008344643,0.12565239,0.00045180344],"study_design_scores_gemma":[0.00020274967,0.0000072836015,0.6796903,0.00010224858,0.000013305595,2.2475616e-8,0.2990924,4.781481e-7,0.0000074974623,0.007829812,0.012973634,0.00008024955],"about_ca_topic_score_codex":0.93488246,"about_ca_topic_score_gemma":0.98217875,"teacher_disagreement_score":0.26956373,"about_ca_system_score_codex":0.00039733364,"about_ca_system_score_gemma":0.00043626747,"threshold_uncertainty_score":0.8234868},"labels":[],"label_agreement":null},{"id":"W1911142124","doi":"10.7202/001184ar","title":"Les pratiques de santé mentale dans l’espace du non-travail : problématique de recherche","year":2002,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.5502769398036078,"score_gpt":0.5863982047212831,"score_spread":0.03612126491767531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911142124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4229867,0.019803766,0.0061384314,0.33217424,0.002357735,0.002656933,0.00016650207,0.0007778415,0.21293785],"genre_scores_gemma":[0.80487627,0.0909938,0.012860014,0.006538096,0.001247969,0.00093263586,0.00004749038,0.0001426923,0.08236103],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98308766,0.013646012,0.000772874,0.00060482667,0.0002591744,0.0016294826],"domain_scores_gemma":[0.99290943,0.005732745,0.00046123122,0.00044437687,0.00020468546,0.00024754202],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008094146,0.00058371294,0.00076244306,0.00006208617,0.0017473792,0.000045024437,0.0005091826,0.0029056226,0.0075878003],"category_scores_gemma":[0.0030652042,0.00054292707,0.0003426222,0.00021438567,0.0010051529,0.00029223962,0.00041426512,0.0040880903,0.00038921236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034430872,0.00054828566,0.1605285,0.00076523126,0.00043225195,0.00003760025,0.4402409,0.000010117319,0.0014517094,0.0148908505,0.36297852,0.018081613],"study_design_scores_gemma":[0.0028220017,0.0011011146,0.21979997,0.0016379921,0.0004584451,0.000019144463,0.60525906,0.00077685266,0.0015864726,0.12161251,0.043265697,0.001660751],"about_ca_topic_score_codex":0.002476282,"about_ca_topic_score_gemma":0.0012105725,"teacher_disagreement_score":0.38188958,"about_ca_system_score_codex":0.0035878276,"about_ca_system_score_gemma":0.00069723744,"threshold_uncertainty_score":0.9997022},"labels":[],"label_agreement":null},{"id":"W1913039336","doi":"10.25336/p62w2b","title":"Women's Employment Transitions and Changes in Psychological Distress","year":2001,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Feeling; Mental health; Psychological distress; Psychology; Distress; Longitudinal study; Structural equation modeling; Demographic economics; Mental distress; Social psychology; Clinical psychology; Medicine; Economics; Psychiatry","score_opus":0.13898062522498408,"score_gpt":0.4536609709405017,"score_spread":0.3146803457155176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1913039336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98441714,0.0008652708,0.0000014955857,0.01182191,0.00037022264,0.0004405083,0.000028098026,0.000023858469,0.002031514],"genre_scores_gemma":[0.9966269,0.0012477274,0.0000115046405,0.0010029272,0.00010167268,0.00047265863,0.00003450064,0.000008964291,0.000493128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987909,0.00014487984,0.00026593328,0.00022164985,0.00007874827,0.00049786747],"domain_scores_gemma":[0.9996195,0.00008556804,0.00004172289,0.00009989151,0.000032761724,0.00012054907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024876,0.000115820636,0.0002315673,0.00025802193,0.00042892518,0.0000034143713,0.000043789987,0.00008901288,0.00008453026],"category_scores_gemma":[0.000079063124,0.00010459111,0.000011641981,0.00027406978,0.0000742525,0.00005614436,0.000025622727,0.00018793496,0.0000075866565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016718668,0.000020291469,0.97358066,0.000031977983,0.000014067908,0.000041653882,0.016693525,0.000004175533,0.0000017363212,0.0013304596,0.00076403667,0.007500706],"study_design_scores_gemma":[0.0005214983,0.000047755104,0.97241694,0.00013768634,0.0000043868367,0.0000012691005,0.018480442,0.0000061560822,6.9120134e-8,0.002231669,0.0060404656,0.00011168638],"about_ca_topic_score_codex":0.04096618,"about_ca_topic_score_gemma":0.9249942,"teacher_disagreement_score":0.884028,"about_ca_system_score_codex":0.0007887662,"about_ca_system_score_gemma":0.000011864587,"threshold_uncertainty_score":0.9654201},"labels":[],"label_agreement":null},{"id":"W1916613684","doi":"10.1186/1471-2458-6-77","title":"The impact of fathers' physical and psychosocial work conditions on attempted and completed suicide among their children","year":2006,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Thompson Rivers University; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Psychosocial; Medicine; Cohort; Mental health; Odds; Poison control; Suicide prevention; Job control; Occupational safety and health; Cohort study; Injury prevention; Psychiatry; Odds ratio; Demography; Suicide attempt; Gerontology; Environmental health; Logistic regression; Work (physics)","score_opus":0.0702571852483067,"score_gpt":0.4223466342172038,"score_spread":0.3520894489688971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1916613684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98624724,0.00025760836,0.000024070341,0.0105500175,0.00008047097,0.000932464,0.00018156423,0.000071092305,0.0016554482],"genre_scores_gemma":[0.99889094,0.00007196016,0.000007959509,0.0002902013,0.00036510968,0.00007230794,0.000099830955,0.000019709982,0.00018196515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979253,0.0006996138,0.00040627678,0.00021837151,0.00016146869,0.00058895804],"domain_scores_gemma":[0.9981084,0.0011346308,0.00029533159,0.00020739,0.000086408625,0.00016785729],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006883611,0.00017250665,0.00035772557,0.000072375195,0.002009468,0.000023860866,0.00010364046,0.000074196796,0.000023866136],"category_scores_gemma":[0.00009156259,0.00010099329,0.00008372023,0.0002724154,0.00034458918,0.000075453594,0.0000668785,0.00032977795,0.00000629326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002945732,0.00010993303,0.9641898,0.000020987023,0.000054791668,5.411329e-8,0.0022621169,8.033666e-7,0.0000031966817,0.005516753,0.026970223,0.00084185536],"study_design_scores_gemma":[0.00086985534,0.00018165041,0.9956581,0.00008408879,0.000004885485,2.5630166e-7,0.0008801113,0.000022092041,2.7632163e-7,0.0016067215,0.00060316495,0.00008881586],"about_ca_topic_score_codex":0.0065330677,"about_ca_topic_score_gemma":0.0022413428,"teacher_disagreement_score":0.031468254,"about_ca_system_score_codex":0.00011607687,"about_ca_system_score_gemma":0.00028724558,"threshold_uncertainty_score":0.99928975},"labels":[],"label_agreement":null},{"id":"W1919328735","doi":"10.29173/cjs7992","title":"Ariel Ducey, Never Good Enough: Health Care Workers and the False Promise of Job Training","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Training (meteorology); Sociology; Job loss; Psychology; Health care; On-the-job training; Medical education; Public relations; Management; Applied psychology; Political science; Medicine; Law; Economics; Unemployment; Economic growth","score_opus":0.05908518120275244,"score_gpt":0.3756208140378655,"score_spread":0.3165356328351131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919328735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8175777,0.0033024256,0.0000027142553,0.1753809,0.0009916917,0.00034383504,0.000015735126,0.0000036869803,0.002381268],"genre_scores_gemma":[0.9945866,0.00009403165,0.00005817064,0.0043287235,0.0004804049,0.00001077576,0.0000011085071,0.000012503305,0.0004276907],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981466,0.0007377056,0.0004931567,0.00008161795,0.00008840617,0.00045249195],"domain_scores_gemma":[0.9979636,0.00089613,0.0005232507,0.00015084688,0.00021322713,0.0002529408],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020203004,0.000105451494,0.00041302518,0.000068773836,0.0017420278,0.0000054483426,0.00025222098,0.000163981,0.00009903533],"category_scores_gemma":[0.00043039347,0.00005482236,0.000085314816,0.000057836292,0.0014333876,0.000051915136,0.00003215774,0.0013686412,0.0000033005347],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013071935,0.0000042563584,0.23899367,0.00006416268,0.0002227874,0.000008744824,0.68523383,0.0000017571014,0.000023009008,0.05676145,0.015651977,0.002903613],"study_design_scores_gemma":[0.0038914836,0.000375884,0.5104881,0.0002556211,0.000131029,0.000051727766,0.37293577,0.0000018791915,0.0000033226327,0.018434208,0.09324225,0.00018870227],"about_ca_topic_score_codex":0.02587308,"about_ca_topic_score_gemma":0.28816488,"teacher_disagreement_score":0.31229806,"about_ca_system_score_codex":0.00010096059,"about_ca_system_score_gemma":0.0033865736,"threshold_uncertainty_score":0.99955755},"labels":[],"label_agreement":null},{"id":"W1921985469","doi":"10.1017/cbo9780511494246.045","title":"ICRC Position Paper No. 5 – January 1998, Anti-personnel Mines: Agenda 1998 – From Prohibition to Elimination and Adequate Care for the Victims","year":2000,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Convention; Political science; Law; Position (finance); International community; Public administration; Engineering; Business; Politics; Finance","score_opus":0.03381676079185936,"score_gpt":0.2772431833438267,"score_spread":0.24342642255196734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1921985469","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008338477,0.0012029449,0.00032287746,0.00074950984,0.0010372754,0.0055721942,0.0047233463,0.00020926066,0.9778441],"genre_scores_gemma":[0.017285025,0.0008216701,0.00011027613,0.0013193166,0.0011209667,0.000086807275,0.002290102,0.000092719434,0.9768731],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983013,0.00010324055,0.00030572462,0.0006260205,0.00025930573,0.000404378],"domain_scores_gemma":[0.9985542,0.00037976878,0.0002576316,0.00038124743,0.00030346465,0.00012368549],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000108578744,0.00043487025,0.00044076642,0.00015625247,0.0020580096,0.000027450842,0.00023051054,0.0004496804,0.000016363147],"category_scores_gemma":[0.000012313614,0.00038934554,0.00016359899,0.000013727189,0.00013102245,0.00016506281,0.00024008943,0.00042538883,0.00009393704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040209386,0.000092017945,0.00021180893,0.0026912885,0.0020102842,0.00024595292,0.07993269,0.00001295885,0.0011170015,0.20402914,0.6721689,0.033467017],"study_design_scores_gemma":[0.0012084796,0.00017208983,0.00093699474,0.0008813743,0.0006867371,0.0000012314571,0.00575314,0.000035651417,0.00003346702,0.00001828603,0.9897955,0.00047702217],"about_ca_topic_score_codex":0.0013640978,"about_ca_topic_score_gemma":0.00019459055,"teacher_disagreement_score":0.31762663,"about_ca_system_score_codex":0.00027859025,"about_ca_system_score_gemma":0.00007766465,"threshold_uncertainty_score":0.9998558},"labels":[],"label_agreement":null},{"id":"W192518390","doi":"10.4000/urmis.810","title":"Minding the Gap: Feminist perspectives on policies affecting immigrant labor in the domestic services industry in Europe","year":2009,"lang":"en","type":"article","venue":"Cahiers de l’Urmis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Immigration; Government (linguistics); Immigration policy; Private sector; Globalization; Economics; Labour economics; Political science; Business; Economic growth; Market economy; Law","score_opus":0.027745490409725997,"score_gpt":0.38572042877168355,"score_spread":0.35797493836195754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W192518390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936946,0.00096431485,8.2597523e-7,0.031117769,0.0001486432,0.00055335934,0.00000977707,0.00004974002,0.030209593],"genre_scores_gemma":[0.9884282,0.0001924424,0.000010298204,0.0097593665,0.0002916155,0.00006343648,0.0000025613622,0.000019150346,0.0012329562],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976541,0.00089366356,0.00031661024,0.0002633566,0.00021498317,0.00065727683],"domain_scores_gemma":[0.9978282,0.0016164192,0.00014767739,0.00029219798,0.00006197339,0.000053563872],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014144541,0.00021152443,0.00024721527,0.00017420333,0.0012027323,0.000038671646,0.00039357395,0.00035616674,0.000023523482],"category_scores_gemma":[0.0006182093,0.00012353844,0.000046841487,0.0010252567,0.00018633045,0.000066415894,0.00005223197,0.002743309,0.000029479956],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006623896,0.00011946664,0.2769531,0.000082556995,0.000021986669,0.00006836085,0.71008366,0.000021572467,0.00013934284,0.010136229,0.0014572251,0.00085025775],"study_design_scores_gemma":[0.00053433847,0.00010502876,0.5076323,0.00041449233,0.000017499511,0.000004500383,0.48671758,0.000012097602,0.000017010309,0.00051091454,0.0039012367,0.00013298275],"about_ca_topic_score_codex":0.0009813927,"about_ca_topic_score_gemma":0.00093728834,"teacher_disagreement_score":0.23067924,"about_ca_system_score_codex":0.00026652782,"about_ca_system_score_gemma":0.000078710764,"threshold_uncertainty_score":0.9995574},"labels":[],"label_agreement":null},{"id":"W1926055081","doi":"10.1111/j.1467-8543.2010.00789.x","title":"Employer Strategies and Wages in New Service Activities: A Comparison of Co‐ordinated and Liberal Market Economies","year":2010,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Alfred P. Sloan Foundation; Social Sciences and Humanities Research Council of Canada; Centre National de la Recherche Scientifique; Austrian Science Fund; Sage Foundation","keywords":"Work (physics); Service (business); Labour economics; Economics; Survey data collection; Business; Market economy; Economy","score_opus":0.07427585644091099,"score_gpt":0.3885475673882956,"score_spread":0.3142717109473846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926055081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898579,0.000586297,0.0000068415457,0.003180592,0.00039778976,0.0002464911,0.00003090731,0.000010091581,0.0056830957],"genre_scores_gemma":[0.99773675,0.0002686137,0.00014181585,0.0000470958,0.00033730455,0.0000045360352,0.000004931306,0.00001183628,0.0014470931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986033,0.0002086203,0.0007848248,0.00009880388,0.00011458034,0.00018991414],"domain_scores_gemma":[0.99828124,0.00089651125,0.0005264073,0.00005762769,0.00013560815,0.000102631544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005526228,0.00010122676,0.0004164967,0.00016554787,0.0003289526,0.00005817615,0.00007714502,0.00026703393,0.0004176728],"category_scores_gemma":[0.0003524714,0.00010707311,0.000035684483,0.0001298928,0.00009844431,0.0006938662,0.00005525095,0.0013302754,0.0000012836227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016231013,0.00006095192,0.92521435,0.000029256753,0.0000895045,0.000008878144,0.0041175447,0.000011229649,0.0001277065,0.00074392563,0.05763548,0.011798854],"study_design_scores_gemma":[0.005457934,0.00022210309,0.94804734,0.001121647,0.000081910235,0.00006368255,0.02790694,0.00004319626,0.000036744426,0.003109703,0.01371124,0.00019756203],"about_ca_topic_score_codex":0.0018512207,"about_ca_topic_score_gemma":0.011621582,"teacher_disagreement_score":0.04392424,"about_ca_system_score_codex":0.000029280704,"about_ca_system_score_gemma":0.00055666594,"threshold_uncertainty_score":0.6485116},"labels":[],"label_agreement":null},{"id":"W1931120979","doi":"10.7202/030234ar","title":"La santé mentale des jeunes et le chômage","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.027413890112134284,"score_gpt":0.3684406910697289,"score_spread":0.3410268009575946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931120979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78797615,0.03861816,0.00005654303,0.01355643,0.0016103443,0.0009207576,0.00027420023,0.00021958412,0.15676782],"genre_scores_gemma":[0.93069106,0.0020379403,0.00033055572,0.0012999155,0.0011415799,0.00019912134,0.0001490129,0.000119883676,0.06403094],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948007,0.0016820097,0.000937733,0.0006667903,0.00047518822,0.0014375718],"domain_scores_gemma":[0.9978576,0.000986022,0.00034355657,0.000497707,0.00008966378,0.00022550084],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012233725,0.00061585894,0.0006715419,0.000154347,0.002555063,0.000057948462,0.00036005198,0.00039999292,0.0026932403],"category_scores_gemma":[0.00009265201,0.00060080894,0.00029049488,0.0003184447,0.0014094209,0.00056416175,0.00058082165,0.00076991174,0.001506926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014886119,0.0022396662,0.65638894,0.0013918966,0.00037185696,0.000137357,0.043903913,0.000005841952,0.0035867668,0.015794944,0.19410646,0.081923485],"study_design_scores_gemma":[0.0030728676,0.00026191684,0.4087707,0.0011893089,0.00021165714,0.000030442941,0.0734742,0.000012066236,0.0024401862,0.0024868709,0.5072473,0.00080245046],"about_ca_topic_score_codex":0.5637812,"about_ca_topic_score_gemma":0.60575044,"teacher_disagreement_score":0.31314087,"about_ca_system_score_codex":0.0016515274,"about_ca_system_score_gemma":0.0014357455,"threshold_uncertainty_score":0.99964434},"labels":[],"label_agreement":null},{"id":"W1931733329","doi":"","title":"Household unpaid work by immigration status in Canada","year":2003,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpaid work; Immigration; Work (physics); Demographic economics; Labour economics; Political science; Economics; Sociology","score_opus":0.012746407072586662,"score_gpt":0.19923858182273918,"score_spread":0.1864921747501525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931733329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98972946,0.00021949073,0.00043964278,0.0015739576,0.00025260888,0.00064862263,0.00087398296,0.00015289983,0.0061093066],"genre_scores_gemma":[0.9560269,0.00048432374,0.0014457883,0.00013217206,0.000017851122,4.499796e-8,0.00020347424,0.000036044767,0.04165337],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966216,0.0007673539,0.00037700852,0.0006900995,0.00055893115,0.0009850265],"domain_scores_gemma":[0.9977558,0.00040305688,0.0006657084,0.0005801022,0.00016249287,0.00043283604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026613934,0.00043179322,0.00089905516,0.0005027018,0.0010743571,0.0000059735717,0.0008727758,0.00037434825,0.0020545914],"category_scores_gemma":[0.00001538701,0.00063026155,0.00025336185,0.0015457328,0.0005115846,0.0015688674,0.00051608984,0.00077394483,0.00002953932],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010816216,0.00028711322,0.7461158,0.00029066062,0.00030112866,0.00029484826,0.21687235,0.0001378733,0.00035362729,0.0001449849,0.033328835,0.0007911769],"study_design_scores_gemma":[0.0033230311,0.000100518184,0.054199647,0.00025170387,0.00012981937,6.383247e-7,0.8724461,0.00001128054,0.00015173848,0.00010342698,0.06875959,0.00052248745],"about_ca_topic_score_codex":0.9408825,"about_ca_topic_score_gemma":0.9516986,"teacher_disagreement_score":0.6919161,"about_ca_system_score_codex":0.0011890745,"about_ca_system_score_gemma":0.005588053,"threshold_uncertainty_score":0.9996149},"labels":[],"label_agreement":null},{"id":"W1934657235","doi":"10.1503/cmaj.150950","title":"Austerity and fiscal prudence are health issues","year":2015,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Tyndale University","funders":"","keywords":"Austerity; Prudence; Creditor; Debt; Medicine; Economics; Business; Political science; Finance; Law; Philosophy","score_opus":0.03534948049868787,"score_gpt":0.41352577618594305,"score_spread":0.3781762956872552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1934657235","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005486141,0.0042810445,0.0000035700732,0.25576475,0.73645306,0.0003157843,0.00047391324,0.000038730097,0.002120554],"genre_scores_gemma":[0.00025424303,0.00522436,0.000022065973,0.008679052,0.96626544,0.000029558973,0.00011845829,0.000040362374,0.019366466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930838,0.001354245,0.0009404628,0.00029378204,0.0032497395,0.0010779764],"domain_scores_gemma":[0.99284816,0.0010753778,0.0011976945,0.00013558827,0.0014273351,0.00331587],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007129474,0.0002692829,0.0007621124,0.00018945582,0.0018434953,0.00007250329,0.0003260743,0.0022343607,0.0015969079],"category_scores_gemma":[0.01602146,0.00023362524,0.000077215525,0.00013301615,0.000073565294,0.00012987138,0.00011174641,0.0060077747,0.00021771864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000061847363,0.00000782629,0.061025128,0.0001088809,0.00008286865,0.000077354525,0.0016202404,1.947875e-8,7.2481305e-9,0.000016674927,0.93481505,0.0022397437],"study_design_scores_gemma":[0.00071098143,0.00007477542,0.013076348,0.0010210915,0.000023620565,0.000005724396,0.0018576154,0.0000023624466,6.3416654e-9,0.00029153164,0.9827356,0.0002003844],"about_ca_topic_score_codex":0.030951936,"about_ca_topic_score_gemma":0.3966995,"teacher_disagreement_score":0.36574754,"about_ca_system_score_codex":0.0044444194,"about_ca_system_score_gemma":0.016722925,"threshold_uncertainty_score":0.999456},"labels":[],"label_agreement":null},{"id":"W1936787465","doi":"10.1177/001979391306600105","title":"Unionization and Certified Sickness Absence: Norwegian Evidence","year":2013,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Differential (mechanical device); Demographic economics; Differential effects; Labour economics; Economics; Medicine; Engineering","score_opus":0.1400719700518473,"score_gpt":0.3971151745265846,"score_spread":0.25704320447473733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936787465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47678858,0.26011965,0.00011401922,0.23898055,0.0015430556,0.007765354,0.0000454128,0.00027337068,0.014370015],"genre_scores_gemma":[0.74608684,0.2101585,0.00013297053,0.004376047,0.000894927,0.0008672031,0.00006200353,0.00003399412,0.03738754],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871504,0.00033432472,0.00044197997,0.00019476096,0.00012381036,0.00019008273],"domain_scores_gemma":[0.9989056,0.00042985223,0.00016660606,0.00014878521,0.0002555779,0.00009355586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040977233,0.00011855411,0.00025368485,0.00004544091,0.000824077,0.000019389698,0.00005801602,0.00015164044,0.0023477615],"category_scores_gemma":[0.000980825,0.000087234825,0.000020712874,0.00040863204,0.00007794879,0.00035409094,0.00007947522,0.00034534963,0.00038713845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011269565,0.000027240949,0.69636357,0.0011914321,0.000053755357,0.0000011355876,0.0011737273,0.0000013876388,0.000026375279,0.022287443,0.17587365,0.10298902],"study_design_scores_gemma":[0.0008820152,0.00007214822,0.4038431,0.01801304,0.00019514697,0.0000022456186,0.0005736002,0.000044675642,0.0000019356291,0.0018106457,0.5742253,0.00033615326],"about_ca_topic_score_codex":0.00039279333,"about_ca_topic_score_gemma":0.000039644776,"teacher_disagreement_score":0.39835164,"about_ca_system_score_codex":0.000029443041,"about_ca_system_score_gemma":0.00009065975,"threshold_uncertainty_score":0.99856424},"labels":[],"label_agreement":null},{"id":"W1947233188","doi":"10.1111/cars.12013","title":"Is Industrial Unrest Reviving in <scp>C</scp>anada? Strike Duration in the Early Twenty‐First Century","year":2013,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Humanities; Economy; Economics; Art","score_opus":0.10440202065775055,"score_gpt":0.3306207712835627,"score_spread":0.22621875062581215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1947233188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6529868,0.17048894,8.282953e-7,0.1687188,0.0020927577,0.0032750934,0.00043003025,0.000019191582,0.00198755],"genre_scores_gemma":[0.769406,0.20247194,0.000030890053,0.024825744,0.0010751669,0.00085668755,0.00017022617,0.000058767182,0.001104581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.988364,0.0049918494,0.0021967513,0.0008421384,0.00015159686,0.0034537003],"domain_scores_gemma":[0.9897901,0.007074706,0.0010570334,0.0008113428,0.0003663794,0.0009004703],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006192052,0.0006549712,0.0016612386,0.0004536279,0.00096305367,0.000025720867,0.0011880388,0.0020744654,0.0007616351],"category_scores_gemma":[0.017820913,0.00059096684,0.0003869085,0.00088054297,0.0015487401,0.00030567945,0.00016295668,0.003565639,0.00020473471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024792946,0.00004688456,0.61699396,0.0058261123,0.000106588246,0.000121205085,0.07981282,0.00000270209,0.0000067746487,0.010305157,0.28257403,0.004201287],"study_design_scores_gemma":[0.00096848205,0.00022987131,0.619032,0.019548217,0.00017226364,0.000011383839,0.10501976,0.000012261632,0.0000010442612,0.0065632295,0.24809277,0.0003486954],"about_ca_topic_score_codex":0.52999073,"about_ca_topic_score_gemma":0.89040303,"teacher_disagreement_score":0.36041233,"about_ca_system_score_codex":0.005759459,"about_ca_system_score_gemma":0.0038213509,"threshold_uncertainty_score":0.9996542},"labels":[],"label_agreement":null},{"id":"W1955627360","doi":"10.1111/j.1467-9566.2011.01410.x","title":"Courtesy stigma: a hidden health concern among front‐line service providers to sex workers","year":2011,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Courtesy; Stigma (botany); Social work; Social stigma; Social psychology; Health care; Psychology; Medicine; Family medicine; Psychiatry; Political science","score_opus":0.12336509269195682,"score_gpt":0.4176455742922914,"score_spread":0.29428048160033454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1955627360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88840175,0.0035274506,0.0004497974,0.09991135,0.0019387419,0.003445565,0.00009924062,0.0002781224,0.0019479753],"genre_scores_gemma":[0.96312845,0.0002908403,0.00065877836,0.032920923,0.0003267121,0.00058723846,0.00006636143,0.0000692922,0.0019514229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937336,0.0021204574,0.0015917518,0.0006412832,0.00029426752,0.0016186467],"domain_scores_gemma":[0.9968183,0.0006027409,0.0011908793,0.00051640836,0.00037650223,0.0004951594],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028186084,0.00038408427,0.0014194526,0.0001621557,0.002604668,0.0000024295448,0.00045389158,0.00041907319,0.00050867104],"category_scores_gemma":[0.0001803765,0.00033763426,0.00011739147,0.00023558874,0.00079411507,0.00012912981,0.00031729907,0.0009174928,0.0002243841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016122274,0.0001045837,0.63062495,0.0011456624,0.00014322242,0.0000023145599,0.30047497,0.000002285004,0.0000020814803,0.00067666575,0.0597609,0.00690114],"study_design_scores_gemma":[0.0022327006,0.0010984387,0.70249677,0.0009481932,0.00003469884,0.0000010188359,0.27375558,0.000012278097,0.0000067076917,0.0033358133,0.015581294,0.000496521],"about_ca_topic_score_codex":0.052500594,"about_ca_topic_score_gemma":0.011465557,"teacher_disagreement_score":0.07472667,"about_ca_system_score_codex":0.00049721426,"about_ca_system_score_gemma":0.002008482,"threshold_uncertainty_score":0.99990755},"labels":[],"label_agreement":null},{"id":"W1956454710","doi":"10.1111/j.1467-9566.2011.01339.x","title":"Politics, welfare regimes, and population health: controversies and evidence","year":2011,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":242,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Politics; Welfare; Population; Political science; Political economy; Sociology; Economics; Law; Demography","score_opus":0.11513221378195448,"score_gpt":0.42018601039857856,"score_spread":0.3050537966166241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956454710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82037556,0.041117914,0.0000320218,0.13651842,0.000624602,0.00085386063,0.000024918736,0.0000717246,0.00038098168],"genre_scores_gemma":[0.9883726,0.004317002,0.00014331366,0.00666186,0.000097974415,0.000046616984,0.000016627524,0.000014996947,0.00032900972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705356,0.0012071405,0.0007088374,0.0002955601,0.00010785505,0.00062702876],"domain_scores_gemma":[0.99804974,0.00084535906,0.00064149825,0.000184731,0.00012872247,0.00014993457],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015238179,0.0001595543,0.00066708506,0.00008399325,0.0024788317,0.0000012714646,0.00008180316,0.00020012546,0.000055908247],"category_scores_gemma":[0.00044010527,0.00013890662,0.00003396247,0.000049475824,0.00081309973,0.00012478366,0.00012610435,0.0003229408,0.0000041530043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055279907,0.000021977632,0.7756165,0.0014358348,0.00003922459,5.511397e-7,0.074432336,2.9865607e-8,8.445266e-7,0.13978931,0.005059152,0.0035489388],"study_design_scores_gemma":[0.00066296593,0.00036730486,0.93778515,0.00044659447,0.000013478804,0.0000015440155,0.038401764,0.0000012300884,8.856886e-7,0.015396568,0.0067934366,0.00012907895],"about_ca_topic_score_codex":0.02302229,"about_ca_topic_score_gemma":0.0006349135,"teacher_disagreement_score":0.16799703,"about_ca_system_score_codex":0.000129735,"about_ca_system_score_gemma":0.00023724233,"threshold_uncertainty_score":0.9988198},"labels":[],"label_agreement":null},{"id":"W1956458301","doi":"10.1002/job.1816","title":"Coping with economic stress: Introduction to the special issue","year":2012,"lang":"en","type":"article","venue":"Journal of Organizational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Coping (psychology); Unemployment; Psychology; Psychological intervention; Job insecurity; Social psychology; Economics; Economic growth; Clinical psychology","score_opus":0.026173909022128607,"score_gpt":0.35775852831385346,"score_spread":0.33158461929172484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956458301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.902112,0.000115628776,0.00036768644,0.08928663,0.00672542,0.0004654122,0.000027765622,0.000016875678,0.0008825899],"genre_scores_gemma":[0.80354524,0.00005359149,0.00068029755,0.0016884464,0.18981132,0.000024206043,0.000022174821,0.000047042085,0.0041276966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991197,0.00007869181,0.00035111883,0.00006273455,0.0001987227,0.0001890387],"domain_scores_gemma":[0.9991588,0.00006776981,0.00027474196,0.00008287782,0.00033169854,0.00008412663],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031435938,0.000078776975,0.00013731458,0.000071447794,0.0004955833,0.00001010492,0.000112771355,0.00003811879,0.004955417],"category_scores_gemma":[0.00007746905,0.000046998786,0.000022234597,0.0001314034,0.000022214494,0.0002262077,0.0000498039,0.00021545168,0.00041069087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028266584,0.00004435376,0.68288803,0.000005092393,0.000021122094,7.5510917e-7,0.0022224693,0.00003419931,0.0000689199,0.00086764427,0.31365305,0.00016613495],"study_design_scores_gemma":[0.00030959686,0.000086344786,0.52511394,0.000025805479,0.00008574191,0.000017503426,0.0014916294,1.2324941e-7,0.00019547403,0.000011082217,0.4725936,0.00006917589],"about_ca_topic_score_codex":0.00000875388,"about_ca_topic_score_gemma":0.000046004832,"teacher_disagreement_score":0.1830859,"about_ca_system_score_codex":0.00019717363,"about_ca_system_score_gemma":0.00013586381,"threshold_uncertainty_score":0.9959542},"labels":[],"label_agreement":null},{"id":"W1960594164","doi":"10.1111/cars.12049","title":"Lasting Disadvantage? Comparing Career Trajectories of Matched Temporary and Permanent Workers in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Disadvantage; Medicine; Demographic economics; Labour economics; Psychology; Political science; Economics; Law","score_opus":0.08005440049229495,"score_gpt":0.3298548029634045,"score_spread":0.24980040247110957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960594164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717772,0.020464005,0.0000024483313,0.004878301,0.00041732026,0.000565227,0.00011181126,0.000014962446,0.0017687518],"genre_scores_gemma":[0.99413145,0.003371261,0.00005155951,0.0020715964,0.00010362073,0.0000993013,0.00007342923,0.000024095596,0.000073676194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996819,0.00074338255,0.0008907179,0.00033182642,0.000056846664,0.0011582023],"domain_scores_gemma":[0.99745464,0.0011966258,0.00042917248,0.00027329236,0.00019294703,0.00045331143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015889582,0.00025348045,0.00119309,0.00011682518,0.00032060043,0.0000012305833,0.0002870512,0.00022713798,0.00005519342],"category_scores_gemma":[0.001403018,0.00024049538,0.00008783354,0.00015145206,0.0005677574,0.000048980834,0.00008781068,0.0006279195,0.0000015949569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004912421,0.000002626625,0.9825344,0.0048415167,0.000059554368,0.0000141529545,0.007907196,0.0000057375983,0.000018043625,0.0010936646,0.0030269776,0.0004911946],"study_design_scores_gemma":[0.00031418586,0.000039050105,0.9197424,0.0041476795,0.00005364006,0.000002245403,0.07244925,0.00001549102,0.0000013877876,0.00070560066,0.0023074478,0.00022161944],"about_ca_topic_score_codex":0.9856394,"about_ca_topic_score_gemma":0.9992772,"teacher_disagreement_score":0.064542055,"about_ca_system_score_codex":0.0028780347,"about_ca_system_score_gemma":0.0043215626,"threshold_uncertainty_score":0.9807117},"labels":[],"label_agreement":null},{"id":"W1963633082","doi":"10.1007/s12134-013-0292-6","title":"The Political Justification of Migrant Workers in Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Scrutiny; Politics; Narrative; Disadvantage; Legislature; Boom; Government (linguistics); Political science; Immigration; Migrant workers; Labour economics; Economic shortage; Demographic economics; Economics; Sociology; Economic growth; Law","score_opus":0.023430399105303378,"score_gpt":0.3520622989573613,"score_spread":0.32863189985205793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963633082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8280612,0.00021872597,0.018107554,0.14139874,0.0013588148,0.0006811752,0.0000321358,0.00001885843,0.01012275],"genre_scores_gemma":[0.9904159,0.00071615586,0.0011033841,0.0019520469,0.00039318553,0.00019242204,0.000102993305,0.000022897993,0.005101023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996059,0.00093563285,0.0018600172,0.00022155323,0.0005961596,0.00032763317],"domain_scores_gemma":[0.99268585,0.003409654,0.0013253492,0.00017372094,0.0022606116,0.00014482303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017499352,0.00024593473,0.00033143163,0.00043046463,0.0002639967,0.00014160796,0.00038400159,0.00018283063,0.00025774073],"category_scores_gemma":[0.0037665335,0.00018263138,0.00013166161,0.00028762317,0.00016679532,0.00086216873,0.000045332275,0.0007853976,0.0000080496575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029041313,0.00021350497,0.5996212,0.00004114527,0.00015979292,0.0000042857246,0.007186789,0.0003754462,0.0085429745,0.32936338,0.048913676,0.0052874107],"study_design_scores_gemma":[0.0015861964,0.00026050207,0.83984256,0.0010144942,0.00004898448,0.000093585164,0.023960508,0.023053199,0.0026943523,0.012834655,0.09428696,0.0003239828],"about_ca_topic_score_codex":0.4802792,"about_ca_topic_score_gemma":0.8720707,"teacher_disagreement_score":0.3917915,"about_ca_system_score_codex":0.0011664318,"about_ca_system_score_gemma":0.0011914616,"threshold_uncertainty_score":0.7447492},"labels":[],"label_agreement":null},{"id":"W1964146901","doi":"10.7202/051154ar","title":"La flexibilité du travail dans le secteur du textile et de l'habillement en Grèce du Nord","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.030810413447047106,"score_gpt":0.3359470097776696,"score_spread":0.3051365963306225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964146901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6729582,0.0043238983,0.0016585446,0.20206833,0.00085812423,0.0010890262,0.00020952529,0.00022925322,0.11660509],"genre_scores_gemma":[0.8617883,0.0037808188,0.0007207606,0.0010560879,0.0019534775,0.00021839993,0.00010916725,0.00008253166,0.13029051],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99417746,0.003086135,0.00100061,0.00053766835,0.00034938086,0.0008487701],"domain_scores_gemma":[0.9956131,0.0030951626,0.00030006262,0.00050802843,0.00021522105,0.0002684521],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026067575,0.00042965994,0.0004335222,0.00018455378,0.0021759397,0.00004910934,0.00032782677,0.001181078,0.0031040476],"category_scores_gemma":[0.0012360424,0.00043599764,0.0001949803,0.0005486689,0.00039234874,0.0003933641,0.00033636088,0.0020838298,0.0010174793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036138234,0.0008452483,0.41412044,0.000039860963,0.00022975612,0.000016698277,0.083692625,0.0019866407,0.000036978676,0.0779322,0.36330238,0.05776104],"study_design_scores_gemma":[0.001311085,0.00011478419,0.17412624,0.0002678856,0.00014117686,0.000016261456,0.027925242,0.0006457118,0.000053802913,0.00050432625,0.7945403,0.00035322589],"about_ca_topic_score_codex":0.0025755237,"about_ca_topic_score_gemma":0.005363298,"teacher_disagreement_score":0.4312379,"about_ca_system_score_codex":0.00089852995,"about_ca_system_score_gemma":0.0014094288,"threshold_uncertainty_score":0.9998092},"labels":[],"label_agreement":null},{"id":"W1964291427","doi":"10.5465/ambpp.2014.17425abstract","title":"\"The “Ambition Gap” Explained: Workplace Mistreatment as a Function of Gender, Ambition, and Rank\"","year":2014,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prestige; Hierarchy; Power (physics); Rank (graph theory); Psychology; Social psychology; Boss; Political science; Law","score_opus":0.04405590030282835,"score_gpt":0.3440148906077888,"score_spread":0.2999589903049604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964291427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85564506,0.0012238183,0.00033495942,0.024191858,0.00024012875,0.0020773564,0.0000047217018,0.00014789875,0.11613419],"genre_scores_gemma":[0.9867519,0.002329026,0.00017543061,0.00091614306,0.00014591706,0.00033850383,0.0000068282693,0.00001940854,0.00931684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984788,0.000050726478,0.00053755526,0.0002797358,0.00032779036,0.0003254111],"domain_scores_gemma":[0.9991992,0.00016281329,0.00043384393,0.00006814656,0.000077522694,0.000058476584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008359148,0.00017536405,0.00024407823,0.00010266703,0.0007837409,0.000010777049,0.00012986496,0.00012382038,0.000049097227],"category_scores_gemma":[0.000049482147,0.00013329177,0.00005437624,0.00018790574,0.00013083135,0.00018524802,0.00017830121,0.00021287848,0.000019345454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012247621,0.00021053397,0.06208257,0.0041132094,0.00079992675,5.033684e-7,0.00469011,0.0000016682887,0.0012512082,0.68688685,0.18682946,0.05190917],"study_design_scores_gemma":[0.005876165,0.0007140176,0.3375272,0.001264835,0.00079737575,0.0000018066389,0.02702013,0.00007014493,0.001313366,0.123178646,0.5017537,0.00048267652],"about_ca_topic_score_codex":0.000010950454,"about_ca_topic_score_gemma":0.0000013353672,"teacher_disagreement_score":0.56370825,"about_ca_system_score_codex":0.000039424795,"about_ca_system_score_gemma":0.000005022645,"threshold_uncertainty_score":0.60279804},"labels":[],"label_agreement":null},{"id":"W1964821734","doi":"10.1111/1530-2415.00002","title":"Unemployment as Illness: An Exploration of Accounts Voiced by the Unemployed in Aotearoa/New Zealand","year":2001,"lang":"en","type":"article","venue":"Analyses of Social Issues and Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Unemployment; Aotearoa; Meaning (existential); Social psychology; Psychology; Sociology; Gender studies; Economics; Economic growth; Psychotherapist","score_opus":0.13346726960317193,"score_gpt":0.4824583134826075,"score_spread":0.3489910438794356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964821734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430033,0.0006393744,0.0000053835747,0.053620897,0.000058947466,0.00032546182,0.000029443445,0.000028288094,0.0022889003],"genre_scores_gemma":[0.9839778,0.0021364915,0.000007808751,0.0008161055,0.00054954935,0.00004084175,0.00006635593,0.00001807459,0.012386996],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981626,0.00033951498,0.0005853908,0.00019999556,0.00030973964,0.00040275347],"domain_scores_gemma":[0.9990297,0.00015294588,0.00034388393,0.00018553417,0.00018927843,0.00009868321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045365072,0.00016761632,0.00044172173,0.00022735381,0.00046905107,0.000023435656,0.00020664146,0.0001431497,0.00014387614],"category_scores_gemma":[0.0001894031,0.000118310854,0.00007135044,0.0007282838,0.0001686812,0.0006533499,0.0001162276,0.00017714596,0.000008536695],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030906696,0.00061990443,0.6795092,0.00014531559,0.0006060241,0.0000025479685,0.14586262,0.0000073299243,0.0018259259,0.032515757,0.111999,0.026597308],"study_design_scores_gemma":[0.005401595,0.0007971347,0.31331015,0.00021188016,0.00030390598,9.757016e-7,0.071154475,0.000044554574,0.0006836149,0.10473525,0.5024951,0.00086138316],"about_ca_topic_score_codex":0.43933398,"about_ca_topic_score_gemma":0.012568195,"teacher_disagreement_score":0.42676577,"about_ca_system_score_codex":0.00006556982,"about_ca_system_score_gemma":0.0002120537,"threshold_uncertainty_score":0.7013348},"labels":[],"label_agreement":null},{"id":"W1964846232","doi":"10.1111/j.1564-9121.2012.00136.x","title":"La qualité de l'emploi salarié au Québec et au Royaume‐Uni entre 1998 et 2008: évolution selon le genre et la situation familiale","year":2012,"lang":"fr","type":"article","venue":"Revue internationale du Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Quebec Statistical Institute","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.044425308645657316,"score_gpt":0.35634822364120594,"score_spread":0.31192291499554864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964846232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8850043,0.005780011,0.0027907614,0.054613177,0.0023319318,0.0006931373,0.00041501326,0.00016801852,0.048203673],"genre_scores_gemma":[0.8951482,0.0035315158,0.0003879611,0.0022203522,0.0017528719,0.00018027215,0.0006665399,0.000089864254,0.09602242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930916,0.004183289,0.0009083451,0.00045142605,0.000502276,0.00086310285],"domain_scores_gemma":[0.9959916,0.0026918836,0.00041321645,0.00032557102,0.00030094417,0.0002768082],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004315811,0.00042667805,0.00045887142,0.00021912652,0.000713995,0.000056383557,0.00032780893,0.0006095005,0.0002976209],"category_scores_gemma":[0.0009802562,0.00047368952,0.00025174746,0.00020895485,0.00023596614,0.0008404894,0.0002296818,0.0010804847,0.0009545121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078620375,0.00084032427,0.7938036,0.0005194533,0.00029811566,0.000013493267,0.09139096,0.00014420069,0.00026623107,0.08065997,0.019470057,0.012515031],"study_design_scores_gemma":[0.00094240386,0.00005339995,0.63837504,0.0007554296,0.00009928278,0.000035073743,0.0043495996,0.0003009376,0.00003265913,0.00033335842,0.35440925,0.0003135657],"about_ca_topic_score_codex":0.38204202,"about_ca_topic_score_gemma":0.47759697,"teacher_disagreement_score":0.33493918,"about_ca_system_score_codex":0.0022468532,"about_ca_system_score_gemma":0.0023919905,"threshold_uncertainty_score":0.99982333},"labels":[],"label_agreement":null},{"id":"W1964949604","doi":"10.5465/ambpp.2009.44249856","title":"STRESS AMONG NURSES: A MULTI-NATION TEST OF THE DEMAND-CONTROL-SUPPORT MODEL.","year":2009,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"China; Test (biology); Control (management); Stress (linguistics); Job stress; Demographic economics; Psychology; Business; Political science; Job satisfaction; Economics; Management; Social psychology","score_opus":0.04371899444204069,"score_gpt":0.3652134770784468,"score_spread":0.3214944826364061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964949604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9033806,0.00013346966,0.00056677236,0.021091864,0.00019807859,0.0038108,0.000038156122,0.00016533663,0.07061495],"genre_scores_gemma":[0.98685515,0.00017419178,0.00030674215,0.0014302103,0.000078768884,0.00009415364,0.000001987293,0.000015688382,0.011043129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981775,0.000022068707,0.000684615,0.000272096,0.00046317728,0.00038049743],"domain_scores_gemma":[0.9989921,0.00007368754,0.00065691763,0.00008536908,0.00014281184,0.00004912502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006267978,0.00018814752,0.0003192736,0.00013513208,0.00035474566,0.0000059965614,0.00045660368,0.00016150757,0.000031224172],"category_scores_gemma":[0.000111361944,0.00013429829,0.00010407837,0.00027774752,0.0001179574,0.0003347177,0.00017088231,0.00035996438,0.000008422878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000710746,0.00038592535,0.90896434,0.0010831429,0.00019104476,3.077158e-7,0.0059475265,0.0001338476,0.00068286946,0.035465077,0.0422852,0.004789675],"study_design_scores_gemma":[0.0024456035,0.00011033067,0.9814535,0.0007438977,0.00028676048,1.12747315e-7,0.003029151,0.0042751115,0.00076686527,0.004137125,0.0025474774,0.0002040648],"about_ca_topic_score_codex":0.000014439192,"about_ca_topic_score_gemma":0.0000031855595,"teacher_disagreement_score":0.083474554,"about_ca_system_score_codex":0.000051952196,"about_ca_system_score_gemma":0.000013354803,"threshold_uncertainty_score":0.5476525},"labels":[],"label_agreement":null},{"id":"W1965387020","doi":"10.1177/000312240807300108","title":"Job Mobility and Wage Trajectories for Men and Women in the United States","year":2008,"lang":"en","type":"article","venue":"American Sociological Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":185,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wage; National Longitudinal Surveys; Differential (mechanical device); Affect (linguistics); Demographic economics; Inequality; Panel Study of Income Dynamics; Social mobility; Economics; Labour economics; Work (physics); Survey data collection; Wage growth; Psychology; Sociology","score_opus":0.12363492238520045,"score_gpt":0.44785005935608113,"score_spread":0.32421513697088067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965387020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609556,0.026300902,0.0000067855694,0.010696876,0.0000141232795,0.0012282282,0.000020864074,0.000029389408,0.0007471859],"genre_scores_gemma":[0.63630253,0.3523477,0.00004436995,0.0100134155,0.00003604556,0.0011040738,0.00001811921,0.0000047526382,0.00012901182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810475,0.0009458101,0.00030107202,0.00019602462,0.000072749615,0.00037957673],"domain_scores_gemma":[0.9968803,0.0027873858,0.000113936556,0.00011421503,0.000045260997,0.00005893738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014753658,0.00011756649,0.0005131406,0.000015058931,0.00054868526,0.00000196487,0.00008703248,0.00004072846,0.000038625338],"category_scores_gemma":[0.00084842864,0.000058097805,0.0000360045,0.00019081858,0.0009984057,0.000025131227,0.00006828821,0.00023800138,0.0000028257657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005047352,0.000066486835,0.91745496,0.0012301013,0.000044571017,0.0000038952467,0.04855183,6.504061e-8,0.000003230922,0.0016702388,0.020203726,0.01072043],"study_design_scores_gemma":[0.0002848906,0.0004089563,0.8298052,0.00022024449,0.000019026622,9.953116e-7,0.030820625,0.0000021224182,7.002929e-8,0.002969691,0.13535379,0.00011436805],"about_ca_topic_score_codex":0.00045878303,"about_ca_topic_score_gemma":0.000016718339,"teacher_disagreement_score":0.3260468,"about_ca_system_score_codex":0.00005030017,"about_ca_system_score_gemma":0.000024084406,"threshold_uncertainty_score":0.4220099},"labels":[],"label_agreement":null},{"id":"W1966055527","doi":"10.1108/02610151211202772","title":"Vocational status and perceived well‐being of workers with disabilities","year":2012,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Unemployment; Psychology; Life satisfaction; Vocational education; Job satisfaction; Originality; Well-being; Sample (material); Demographic economics; Social psychology; Economics","score_opus":0.08097133889869437,"score_gpt":0.40210127219131103,"score_spread":0.32112993329261663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966055527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99171686,0.000084687366,0.00017002982,0.0020940606,0.00042110917,0.00009100472,0.000015740494,0.000013482649,0.005393029],"genre_scores_gemma":[0.99799246,0.00037345866,0.00022129016,0.0005554917,0.00031443592,0.0000013185748,0.000015056268,0.0000044388157,0.00052207115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985635,0.00029920827,0.0002590392,0.00010756519,0.00054068613,0.00022997873],"domain_scores_gemma":[0.9989405,0.00028715178,0.00018957681,0.00006108302,0.000327997,0.00019364564],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00092390884,0.00009337565,0.00014640258,0.00008822787,0.005872841,0.00001220935,0.00015283628,0.000056323322,0.00052495406],"category_scores_gemma":[0.00011686666,0.00007172712,0.000029456693,0.000039430215,0.00022907933,0.00077517674,0.004992164,0.00026939512,0.0000032402295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021909711,0.00007912611,0.8383213,0.00002108878,0.00007102986,4.5793567e-7,0.15181316,5.936087e-7,0.00001872459,0.008443367,0.00014555456,0.00086647423],"study_design_scores_gemma":[0.0008040051,0.00007922898,0.9489853,0.00011405132,0.000023390105,0.000004701848,0.044324026,0.000009678336,0.000003998737,0.0033469568,0.002215465,0.00008922426],"about_ca_topic_score_codex":0.0009159024,"about_ca_topic_score_gemma":0.00012227631,"teacher_disagreement_score":0.11066394,"about_ca_system_score_codex":0.00012208181,"about_ca_system_score_gemma":0.00004861826,"threshold_uncertainty_score":0.99542135},"labels":[],"label_agreement":null},{"id":"W1966189164","doi":"10.2139/ssrn.1280216","title":"You're Fired! The Causal Negative Effect of Unemployment on Life Satisfaction","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Life satisfaction; Prima facie; Economics; Sample (material); Human capital; German; Demographic economics; Constraint (computer-aided design); Labour economics; Cornerstone; Psychology; Economic growth; Political science; Social psychology","score_opus":0.03179867804663004,"score_gpt":0.3565169689557997,"score_spread":0.32471829090916965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966189164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878904,0.00112431,0.00007837755,0.007171975,0.00063311186,0.0005952498,0.000005340527,0.000039719802,0.002461482],"genre_scores_gemma":[0.9916519,0.0043479735,0.0000027756726,0.0003541123,0.0006029628,0.000055442233,0.000002205051,0.000026540294,0.0029560851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963554,0.00093842833,0.00048276296,0.00017103124,0.00043748127,0.0016148941],"domain_scores_gemma":[0.9983117,0.0008918014,0.00040027444,0.00019447981,0.000118687414,0.00008306813],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018332165,0.00021066476,0.00033932336,0.0000833197,0.002021787,0.00000422671,0.0001628654,0.000105075465,0.00013676468],"category_scores_gemma":[0.00035668013,0.00011973573,0.00014587233,0.00018094854,0.000118936776,0.000089466725,0.000057574704,0.002594224,0.00008890692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012266951,0.00008320837,0.937458,0.00005782653,0.0009905491,0.0000074716813,0.008933065,0.00007525247,0.00016079424,0.02520188,0.015888238,0.009917059],"study_design_scores_gemma":[0.0105435345,0.014095023,0.88650125,0.0006290135,0.0004839886,0.00013018632,0.02359148,0.000059171292,0.0010809674,0.051833607,0.0102537535,0.00079803506],"about_ca_topic_score_codex":0.0008614793,"about_ca_topic_score_gemma":0.002384565,"teacher_disagreement_score":0.050956722,"about_ca_system_score_codex":0.00085973676,"about_ca_system_score_gemma":0.0012777919,"threshold_uncertainty_score":0.9997068},"labels":[],"label_agreement":null},{"id":"W1966394120","doi":"10.1186/1471-2458-10-727","title":"The impact of economic recession on maternal and infant mortality: lessons from history","year":2010,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Recession; Infant mortality; Per capita; Demographic economics; Development economics; Gross domestic product; Medicine; Population; Biostatistics; Developing country; Demography; Public health; Economics; Economic growth; Environmental health; Macroeconomics","score_opus":0.1542341180773956,"score_gpt":0.4732796334365564,"score_spread":0.3190455153591608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966394120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792086,0.00048357327,0.000009016885,0.014314525,0.0014700777,0.0003819791,0.000097034965,0.00004498188,0.0039902055],"genre_scores_gemma":[0.9975837,0.0007014474,0.000041462878,0.00046444192,0.00035224544,0.00005468759,0.000017363938,0.000017533497,0.00076712907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981715,0.0004466039,0.000538447,0.00022136443,0.00013911561,0.00048298037],"domain_scores_gemma":[0.9982099,0.0006548041,0.00044467198,0.00039154486,0.000048410082,0.00025067982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017793743,0.00013468902,0.00029741717,0.0000703342,0.0007604672,0.000012385066,0.00017453993,0.00010800399,0.00040361754],"category_scores_gemma":[0.00017591815,0.00007824687,0.000065190434,0.000032889748,0.00013047486,0.00011187605,0.00013143232,0.0005154709,0.000042058145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003014046,0.000022579326,0.94597375,0.00004023337,0.00003526785,1.6329264e-7,0.0013986307,2.8936657e-7,0.000030774467,0.0074488292,0.038572654,0.006446712],"study_design_scores_gemma":[0.0003976825,0.00009490544,0.91978544,0.000051420702,0.0000031861107,2.2194659e-7,0.0002718676,0.00004619564,0.0000026825815,0.0009109453,0.07836843,0.00006703905],"about_ca_topic_score_codex":0.057155773,"about_ca_topic_score_gemma":0.029651742,"teacher_disagreement_score":0.03979578,"about_ca_system_score_codex":0.00056287076,"about_ca_system_score_gemma":0.002063166,"threshold_uncertainty_score":0.9880546},"labels":[],"label_agreement":null},{"id":"W1966611826","doi":"10.1016/j.socscimed.2006.05.014","title":"‘Stickiness’ and ‘inflow’ as proxy measures of the relative attractiveness of various sub-sectors of nursing employment","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Proxy (statistics); Inflow; Attractiveness; Demographic economics; Public sector; Business; Economics; Geography; Mathematics; Psychology; Statistics; Economy","score_opus":0.07569409768232435,"score_gpt":0.4239932503264923,"score_spread":0.348299152644168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966611826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808675,0.0003502931,0.00009382558,0.0031355247,0.0005043766,0.00057027815,0.000004596592,0.000011544925,0.014462064],"genre_scores_gemma":[0.9995634,0.00002114452,0.0000060189204,0.00004527192,0.00016923813,0.000016147676,7.286293e-7,0.000006770895,0.00017130695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808806,0.00019879136,0.00047154864,0.00018209143,0.00078631245,0.00027319393],"domain_scores_gemma":[0.99850076,0.00033667014,0.0005033059,0.0001160145,0.00050561194,0.000037641883],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012424288,0.00010741645,0.0003651634,0.00008936504,0.0008537526,0.0000012535229,0.00018373427,0.00006811017,0.000019408402],"category_scores_gemma":[0.0006282093,0.000063565836,0.000039921448,0.000705433,0.0032962416,0.000111372035,0.000064351865,0.00018800936,3.5168202e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058123067,0.0001097709,0.8632082,0.00009638676,0.000022069293,4.4075222e-7,0.06351601,0.0000016543047,0.04003651,0.030338384,0.00023215984,0.0023803213],"study_design_scores_gemma":[0.00060533284,0.00014050755,0.9724626,0.0009171758,0.00008111748,3.5496578e-7,0.005221173,0.0000024504848,0.005440752,0.014914431,0.0001480596,0.000066045344],"about_ca_topic_score_codex":0.0039831996,"about_ca_topic_score_gemma":0.00021374499,"teacher_disagreement_score":0.109254435,"about_ca_system_score_codex":0.00013469832,"about_ca_system_score_gemma":0.00034195534,"threshold_uncertainty_score":0.99941623},"labels":[],"label_agreement":null},{"id":"W1966719007","doi":"10.1300/j027v26n02_02","title":"Can't They Get Anything Better? Home Support Workers Call for Change","year":2007,"lang":"en","type":"article","venue":"Home Health Care Services Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Saint John Regional Hospital","funders":"","keywords":"Business; Medicine","score_opus":0.04040334884261579,"score_gpt":0.38659452655116433,"score_spread":0.34619117770854857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966719007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92407465,0.0038093275,0.00015705684,0.058444235,0.0050999173,0.005232327,0.0007173983,0.00073613547,0.0017289732],"genre_scores_gemma":[0.95470005,0.00011352002,0.00048572992,0.040057167,0.0025199014,0.0008452179,0.0006726737,0.00012956078,0.00047614923],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99498147,0.0002972753,0.0012406681,0.00070211675,0.0005258699,0.002252624],"domain_scores_gemma":[0.9971965,0.0005120399,0.0006305651,0.00060148124,0.0004736449,0.00058576994],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017033305,0.00048676995,0.00082952034,0.0003140363,0.0022790495,0.00003568702,0.00045469645,0.00035686072,0.00008969747],"category_scores_gemma":[0.0000062144068,0.0004389159,0.00019675509,0.00028361313,0.000046580622,0.00033509434,0.00008734789,0.0006714017,0.00014818039],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036260224,0.000055947796,0.34094512,0.008267227,0.00010051521,0.000022754977,0.55194604,1.8059352e-7,0.0000071394547,0.00024632996,0.009259344,0.088786826],"study_design_scores_gemma":[0.0038050998,0.004024009,0.5025016,0.0013948624,0.000080227794,0.000004552942,0.3142029,0.000009306821,0.0000026323137,0.0012514121,0.17171457,0.001008795],"about_ca_topic_score_codex":0.022748332,"about_ca_topic_score_gemma":0.18557927,"teacher_disagreement_score":0.23774311,"about_ca_system_score_codex":0.0006501218,"about_ca_system_score_gemma":0.00037398812,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W1967291940","doi":"10.1111/j.1564-913x.2005.tb00480.x","title":"Une main-d‘œuvre stable est-elle bonne pour la productivité?","year":2005,"lang":"fr","type":"article","venue":"Revue internationale du Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.03674301145485932,"score_gpt":0.321927601403146,"score_spread":0.2851845899482867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967291940","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30709207,0.021193448,0.00081781263,0.49815497,0.0036868083,0.001105504,0.0003952988,0.00018551765,0.16736858],"genre_scores_gemma":[0.2157496,0.00720031,0.0020625794,0.00086063193,0.0066867573,0.00017386502,0.00008046531,0.00008735466,0.7670984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967175,0.0006050877,0.00082692987,0.00066483737,0.00041880005,0.0007668498],"domain_scores_gemma":[0.99767244,0.00088148,0.00036257762,0.0004352795,0.00045732356,0.00019091436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011040892,0.0003990462,0.00048668188,0.00017413174,0.0005898718,0.00005036907,0.00042670098,0.0003278571,0.004062234],"category_scores_gemma":[0.0005391873,0.0004281439,0.00020080202,0.00032083763,0.00023564491,0.0004281517,0.00023533714,0.00069220347,0.0043351483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013403132,0.0018890548,0.09360737,0.0012664703,0.0006539762,0.00011517863,0.02091009,0.00046398988,0.0005940848,0.10974762,0.6385027,0.1321154],"study_design_scores_gemma":[0.0012946255,0.00007059084,0.050020225,0.0012150255,0.00010141968,0.00007338884,0.0024111902,0.0011605703,0.0001435987,0.0021016567,0.9409916,0.0004161489],"about_ca_topic_score_codex":0.0019367641,"about_ca_topic_score_gemma":0.0069476287,"teacher_disagreement_score":0.59972984,"about_ca_system_score_codex":0.0005778602,"about_ca_system_score_gemma":0.00036496343,"threshold_uncertainty_score":0.999817},"labels":[],"label_agreement":null},{"id":"W1967966191","doi":"10.2190/bw3r-89n6-jnrp-fueg","title":"Testing Relationships among Determinants of Health, Health Policy, and Self-Assessed Health Status in Quebec","year":2001,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Socioeconomic status; Social determinants of health; Health equity; Health policy; Health care; Demographic economics; Race and health; Unemployment; Economic growth; Population; Environmental health; Political science; Economics; Medicine","score_opus":0.08599757451456955,"score_gpt":0.454468246657811,"score_spread":0.3684706721432415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967966191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.924245,0.0070990133,0.00006643911,0.06672224,0.0008655864,0.0006968919,0.00003981141,0.00004384339,0.00022116821],"genre_scores_gemma":[0.9836368,0.007163993,0.001396579,0.0071810973,0.00044426473,0.000017052587,0.00001831258,0.000033662523,0.00010822272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918606,0.0022210677,0.0038251446,0.00027901694,0.00082262594,0.0009915144],"domain_scores_gemma":[0.9912032,0.0013379074,0.0059767505,0.00017915912,0.0008545554,0.0004484222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064246957,0.0002557024,0.0010783677,0.00095714396,0.0009950151,0.000031547133,0.0003927756,0.00011094918,0.000017735632],"category_scores_gemma":[0.00027198083,0.0002282816,0.00007459715,0.00058772194,0.00006330301,0.00063848344,0.00017578549,0.00071914156,0.000004355196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068279565,0.0002461509,0.94635355,0.0014171924,0.000055100623,0.000008308113,0.024930155,0.00002548043,0.0000013031315,0.00041599676,0.00031251818,0.026165932],"study_design_scores_gemma":[0.0017777297,0.00051649485,0.97235566,0.0049460744,0.000003921095,0.00002286332,0.012871763,0.00021036612,6.024589e-7,0.0008151588,0.006355407,0.00012395636],"about_ca_topic_score_codex":0.59223145,"about_ca_topic_score_gemma":0.50548196,"teacher_disagreement_score":0.0867495,"about_ca_system_score_codex":0.0020039035,"about_ca_system_score_gemma":0.006903938,"threshold_uncertainty_score":0.998726},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W1968644007","doi":"10.3138/ijfab.6.2.122","title":"Conditions of care: Migration, vulnerability, and individual autonomy","year":2013,"lang":"en","type":"article","venue":"International Journal of Feminist Approaches to Bioethics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Autonomy; Perspective (graphical); Realization (probability); Business; Political science; Psychology; Sociology; Computer security; Computer science; Law","score_opus":0.28417042436049966,"score_gpt":0.43842467769247745,"score_spread":0.1542542533319778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968644007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90722096,0.0003368625,0.00048113352,0.08083468,0.0010982867,0.0006003223,0.00018025641,0.000019873072,0.009227637],"genre_scores_gemma":[0.9953932,0.00004604875,0.0027393447,0.0010469486,0.00039614856,0.00005264764,0.000032391614,0.000011577147,0.0002816489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980962,0.0001980946,0.0008630228,0.0001412693,0.00053495564,0.00016643264],"domain_scores_gemma":[0.9973567,0.0006609538,0.0005703492,0.000115053466,0.0011720745,0.0001248779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082134985,0.00012804412,0.0002733084,0.0002127341,0.00025006817,0.000034896042,0.00035205623,0.00015999738,0.00015102286],"category_scores_gemma":[0.00043147535,0.00010444415,0.00008569454,0.000103056795,0.00038415045,0.00017446325,0.00022296525,0.0005821676,0.00002001189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009998221,0.00021265986,0.7914156,0.00018972215,0.00060346106,0.0000038495778,0.10734167,0.00002836656,0.00021076415,0.0818351,0.013338195,0.0047206325],"study_design_scores_gemma":[0.002657849,0.0011434084,0.7448722,0.00075931585,0.000243914,0.000048973077,0.13770175,0.00007510908,0.0014820512,0.023516575,0.08695828,0.0005405776],"about_ca_topic_score_codex":0.00027864415,"about_ca_topic_score_gemma":0.00019433846,"teacher_disagreement_score":0.088172294,"about_ca_system_score_codex":0.0001232949,"about_ca_system_score_gemma":0.00039541753,"threshold_uncertainty_score":0.4259109},"labels":[],"label_agreement":null},{"id":"W1969744467","doi":"10.1016/s0020-7489(99)00058-9","title":"Effects of hospital restructuring on full time and part time nursing staff in Ontario","year":2000,"lang":"en","type":"article","venue":"International Journal of Nursing Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Absenteeism; Nursing; Full-time; Situational ethics; Nursing staff; Medicine; Part-time employment; Time management; Psychology; Work (physics); Social psychology; Business","score_opus":0.031148331085461063,"score_gpt":0.3959693146929967,"score_spread":0.3648209836075356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969744467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98777175,0.0014067735,0.0000011414545,0.004193507,0.0017798634,0.00016319845,0.0000031904133,0.000009867112,0.004670724],"genre_scores_gemma":[0.9965172,0.000499298,0.00015395785,0.00006113277,0.0004638254,0.0000038138642,0.0000014570609,0.000014471056,0.0022848728],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985176,0.00013034555,0.00059941504,0.00012929965,0.0004033818,0.00021997734],"domain_scores_gemma":[0.99871725,0.00053380075,0.00035007446,0.00005639111,0.00030103922,0.000041433566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025652078,0.00014363034,0.0003903028,0.00020564225,0.0001770281,0.000008576388,0.0001383217,0.000054174092,0.00012646419],"category_scores_gemma":[0.00015217927,0.00011659881,0.000078864825,0.00005415822,0.00017333371,0.0001532417,0.000028134367,0.00039555063,0.000017827042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007880467,0.0037584044,0.13736147,0.00025952677,0.0047839684,0.000625104,0.43784922,0.0004032243,0.002985263,0.001381765,0.057151005,0.34556058],"study_design_scores_gemma":[0.006375363,0.004710391,0.9158874,0.044781204,0.00030228612,0.00004676238,0.008028751,0.000035940753,0.00066829653,0.013921824,0.0047446666,0.0004970906],"about_ca_topic_score_codex":0.00020936345,"about_ca_topic_score_gemma":0.00026720917,"teacher_disagreement_score":0.77852595,"about_ca_system_score_codex":0.00071905233,"about_ca_system_score_gemma":0.00007601606,"threshold_uncertainty_score":0.47547615},"labels":[],"label_agreement":null},{"id":"W1970105380","doi":"10.1111/j.1743-4580.2007.00158.x","title":"Differences that Matter: Social Policy and the Working Poor in the United States and Canada – By Dan Dan Zuberi","year":2007,"lang":"en","type":"article","venue":"WorkingUSA","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Sociology; Work (physics); Gerontology; Center (category theory); Medicine; Computer science; Engineering","score_opus":0.0412572133747147,"score_gpt":0.34532208808442827,"score_spread":0.30406487470971355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970105380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458625,0.00062727596,0.0000039517827,0.04607609,0.00019016251,0.00035601616,0.0000068390364,0.000018246701,0.0068589607],"genre_scores_gemma":[0.98608863,0.00038042397,0.000003413304,0.012328214,0.00043738107,0.00003479939,0.00002124904,0.0000129324235,0.0006929262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844486,0.0004088461,0.00024613016,0.00016951941,0.0002211313,0.0005094972],"domain_scores_gemma":[0.9983733,0.0013312313,0.00012835258,0.00010384528,0.000019170639,0.000044082288],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008672419,0.00015569272,0.00021615748,0.00007470099,0.0016444888,0.000038194066,0.00017651438,0.000067669294,0.000011639492],"category_scores_gemma":[0.000049142156,0.00008307247,0.000017218228,0.00028168023,0.00025182514,0.000024501776,0.0001491405,0.00040222146,8.452247e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051506864,0.000007901627,0.9473263,0.000020024576,0.000023803988,0.000003999215,0.027059786,4.31497e-8,0.0000022151362,0.0024719788,0.020723483,0.0023089799],"study_design_scores_gemma":[0.00075538555,0.000008806015,0.8033555,0.00011705128,0.000016027665,8.91844e-7,0.048126258,0.0000044731273,0.0000020636544,0.00049343426,0.14700417,0.0001159158],"about_ca_topic_score_codex":0.7147413,"about_ca_topic_score_gemma":0.81601495,"teacher_disagreement_score":0.14397076,"about_ca_system_score_codex":0.00008754582,"about_ca_system_score_gemma":0.00007575249,"threshold_uncertainty_score":0.99965525},"labels":[],"label_agreement":null},{"id":"W1970182027","doi":"10.1155/2013/409738","title":"The Short-Run and Long-Run Relationships between Mortality and the Business Cycle in Canada","year":2013,"lang":"en","type":"article","venue":"Economics Research International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business cycle; Recession; Economics; Unemployment; Unemployment rate; Short run; Economic indicator; Mortality rate; Error correction model; Demographic economics; Monetary economics; Econometrics; Demography; Macroeconomics; Cointegration","score_opus":0.2344525835578378,"score_gpt":0.45518361721205436,"score_spread":0.22073103365421656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970182027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9253062,0.00018109594,0.0000072372695,0.06595495,0.00027883632,0.00055181293,0.000028083226,0.0000047782223,0.0076870234],"genre_scores_gemma":[0.99701566,0.0010341847,0.000005904361,0.0001077049,0.00027024152,0.00024851973,0.0000173995,0.0000081796625,0.0012922228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984855,0.0004945605,0.00035277416,0.00017247847,0.00018292283,0.00031173293],"domain_scores_gemma":[0.9957164,0.0037311001,0.000053283053,0.00016128544,0.00026657735,0.00007133705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002735024,0.000071200826,0.00012359275,0.000062222854,0.0011996846,0.00006904139,0.00025435362,0.000044210752,0.000113503804],"category_scores_gemma":[0.00077641173,0.000044383018,0.000012066917,0.00008050527,0.00030861757,0.0001732486,0.00040848428,0.00066477037,0.000024227546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014103788,0.0000030567173,0.97985667,0.0000068517725,0.000049275877,4.613576e-7,0.00048597212,0.000014545476,1.8350725e-7,0.014800729,0.00287512,0.0018930174],"study_design_scores_gemma":[0.0004191894,0.0000025443314,0.97335726,0.000017051476,0.000002234039,2.641338e-7,0.0017896576,0.0013481849,4.5723203e-7,0.016747748,0.0062683714,0.000047017278],"about_ca_topic_score_codex":0.77047235,"about_ca_topic_score_gemma":0.9586111,"teacher_disagreement_score":0.18813875,"about_ca_system_score_codex":0.0004831094,"about_ca_system_score_gemma":0.0005751926,"threshold_uncertainty_score":0.92271256},"labels":[],"label_agreement":null},{"id":"W1970192525","doi":"10.1002/cjas.63","title":"Taking a positive approach to organizational downsizing","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Optimism; Psychology; Coping (psychology); Social psychology; Affect (linguistics); Cognition; Government (linguistics); Management; Applied psychology; Clinical psychology; Economics","score_opus":0.20349173085816963,"score_gpt":0.3987151875648216,"score_spread":0.19522345670665198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970192525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9099759,0.00015932326,0.0027067247,0.0031235805,0.00061072677,0.00041007518,0.000065667016,0.000014925636,0.08293306],"genre_scores_gemma":[0.98523617,0.000015012082,0.012585544,0.0009874419,0.00046662384,0.000018017918,0.000008315531,0.000013897723,0.00066900364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967302,0.00039357488,0.0008529113,0.0004623125,0.00033613355,0.0012248429],"domain_scores_gemma":[0.9960165,0.00039882679,0.00080407626,0.00013280676,0.0010750409,0.0015727173],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0025540814,0.00025680024,0.00037997717,0.00072550215,0.008459767,0.00012184031,0.00077349215,0.00012509941,0.00024446362],"category_scores_gemma":[0.002313569,0.00022918137,0.000096082775,0.002282049,0.0035432035,0.0007934887,0.0000341216,0.00041684648,0.000017358712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077111734,0.00009977345,0.6199184,0.000114033974,0.00008749482,0.00063797727,0.22728741,0.00092945405,0.0010956731,0.14583007,0.0032734328,0.0006491618],"study_design_scores_gemma":[0.0010830496,0.009658677,0.7984525,0.0012979978,0.0001120049,0.0051404843,0.1573005,0.0009073667,0.0011000178,0.018241256,0.005326081,0.00138005],"about_ca_topic_score_codex":0.0099471565,"about_ca_topic_score_gemma":0.25137135,"teacher_disagreement_score":0.2414242,"about_ca_system_score_codex":0.0013001134,"about_ca_system_score_gemma":0.016959708,"threshold_uncertainty_score":0.9991686},"labels":[],"label_agreement":null},{"id":"W1970548722","doi":"10.5172/hesr.2006.15.5.432","title":"Medical dominance then and now: critical reflections","year":2006,"lang":"en","type":"article","venue":"Health Sociology Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dominance (genetics); Politics; Power (physics); Sociology; Social science; Law; Political science","score_opus":0.11601069150136412,"score_gpt":0.5550685439858805,"score_spread":0.43905785248451634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970548722","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002209844,0.48713058,0.00013311896,0.49744385,0.00056743796,0.00072540634,0.000008480931,0.000098369776,0.011682887],"genre_scores_gemma":[0.029317234,0.8197531,0.00043732772,0.14521869,0.0011199589,0.00072976935,0.000027779526,0.00002623149,0.0033699062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969544,0.0013214427,0.0007189409,0.00027115393,0.00014338823,0.00059067423],"domain_scores_gemma":[0.99806535,0.0013508787,0.0001529293,0.00017643798,0.00009585288,0.00015852615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019845467,0.00013401627,0.00063642557,0.000024944571,0.0015336269,0.0000011658533,0.000090606154,0.00022798494,0.0007099313],"category_scores_gemma":[0.0007536919,0.00009915802,0.000059561604,0.000084737556,0.0005710939,0.000034222347,0.000105001614,0.0007045787,0.00031997167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007928899,0.000062655505,0.057694755,0.009966573,0.000018240076,0.0000058343703,0.0010590672,6.595942e-9,0.00000104595,0.16677785,0.7589696,0.0054364423],"study_design_scores_gemma":[0.00031100176,0.000093638846,0.055203978,0.0033885106,0.000028754152,0.000010806359,0.00016659754,0.0000010008546,4.493068e-8,0.014622783,0.9260629,0.000109972105],"about_ca_topic_score_codex":0.00028921908,"about_ca_topic_score_gemma":0.00051093614,"teacher_disagreement_score":0.35222518,"about_ca_system_score_codex":0.00008658187,"about_ca_system_score_gemma":0.00040156677,"threshold_uncertainty_score":0.99976623},"labels":[],"label_agreement":null},{"id":"W1971082600","doi":"10.1080/1070289x.2011.593437","title":"Suicide and Surplus People/Value","year":2011,"lang":"en","type":"article","venue":"Identities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Value (mathematics); Surplus value; Economic surplus; Economics; Mathematics; Political science; Statistics; Welfare; Market economy; Law","score_opus":0.10017050454056892,"score_gpt":0.3913874755285449,"score_spread":0.291216970987976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971082600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842736,0.0012411036,0.000025601774,0.00069516065,0.0009053553,0.00020350343,0.000008673053,0.00011708243,0.112529926],"genre_scores_gemma":[0.9389089,0.00056065206,0.000055737855,0.00038897636,0.00018169708,0.000057633053,0.0000033222673,0.000015048173,0.05982808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915665,0.00010143278,0.00020931316,0.00013088036,0.00011711767,0.00028457868],"domain_scores_gemma":[0.9995815,0.00011886716,0.000062918865,0.0001264354,0.00006201139,0.00004824291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022437701,0.00009394036,0.0001698051,0.00006364697,0.0006552356,0.000008367415,0.000076381664,0.00005635278,0.00088900956],"category_scores_gemma":[0.00006687439,0.00008065221,0.000029750048,0.00005870441,0.00007928602,0.0001546636,0.00016783252,0.00013589492,0.000287893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012007351,0.00000974853,0.9232043,0.00009348414,0.0000305905,0.0000048150855,0.022901326,2.3943103e-8,0.000013189,0.030433863,0.023123104,0.00017352425],"study_design_scores_gemma":[0.00030070133,0.000033743836,0.96274525,0.00008920218,0.000028044573,0.0000013441968,0.011660702,0.0000013066707,0.0000354527,0.020324329,0.004661733,0.00011820699],"about_ca_topic_score_codex":0.006264956,"about_ca_topic_score_gemma":0.0065285484,"teacher_disagreement_score":0.05463526,"about_ca_system_score_codex":0.000022085887,"about_ca_system_score_gemma":0.00002891818,"threshold_uncertainty_score":0.9734031},"labels":[],"label_agreement":null},{"id":"W1972005864","doi":"10.7202/600822ar","title":"L’analyse du chômage par les flux","year":2008,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03159614502826948,"score_gpt":0.3020107808593851,"score_spread":0.27041463583111564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972005864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8311477,0.08001225,0.00029391365,0.040352434,0.0029765328,0.00085213635,0.0001736381,0.00038843974,0.043802984],"genre_scores_gemma":[0.8853224,0.056145098,0.000496561,0.0052266167,0.0022260982,0.00021779172,0.000103154714,0.0001613004,0.05010096],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942294,0.0013508197,0.0010865622,0.00081503246,0.0005319709,0.0019862547],"domain_scores_gemma":[0.99658895,0.0009519118,0.00044336595,0.00086043775,0.00036962755,0.00078570115],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0011170332,0.0007370082,0.0009840863,0.00083167286,0.006408608,0.000027351482,0.000576072,0.001307804,0.0019934296],"category_scores_gemma":[0.00064866117,0.0007421016,0.0008712141,0.0017652623,0.0049715047,0.00031305244,0.0001540663,0.002239669,0.00072681607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006652855,0.00024565012,0.53732485,0.00032055992,0.00066734484,0.000492267,0.03113114,0.0000048555466,0.000104716164,0.0056127384,0.41921738,0.004811938],"study_design_scores_gemma":[0.0014015477,0.00022620053,0.30655628,0.00036993963,0.0006070728,0.00006969347,0.018162183,0.00001852229,0.00013929905,0.0016857538,0.6699409,0.00082263537],"about_ca_topic_score_codex":0.038153373,"about_ca_topic_score_gemma":0.038918346,"teacher_disagreement_score":0.25072348,"about_ca_system_score_codex":0.00044842332,"about_ca_system_score_gemma":0.000570398,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W1972329280","doi":"10.1093/cjres/rsp024","title":"Transforming work: new forms of employment and their regulation","year":2009,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Labour economics; Business; Economics; Engineering; Mechanical engineering","score_opus":0.04037738288886248,"score_gpt":0.32158309112990346,"score_spread":0.28120570824104096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972329280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722025,0.0030852123,0.006249955,0.013874536,0.00011076776,0.00027670135,0.0000031989916,0.000011195634,0.0041859588],"genre_scores_gemma":[0.99377084,0.003412617,0.00022331232,0.00068863685,0.00022033072,0.0000022021788,0.0000018062043,0.0000064072233,0.0016738486],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991117,0.000036925914,0.00052165927,0.000089140034,0.00005025681,0.00019030659],"domain_scores_gemma":[0.9991872,0.0001250608,0.00039096776,0.00007949955,0.00010002316,0.00011727991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004357237,0.00011162724,0.0003270477,0.000042019434,0.00042041234,0.000007745792,0.000055536748,0.00009521247,0.000007022892],"category_scores_gemma":[0.000010856961,0.00007812228,0.00017053641,0.000075060256,0.000073043964,0.00028383668,0.000018252405,0.00023693261,4.0020694e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000388033,0.00020746212,0.21022488,0.00041398878,0.001020916,0.0000041162903,0.11503164,0.000019838015,0.00081183674,0.1574775,0.32337174,0.19102806],"study_design_scores_gemma":[0.006278729,0.0011175555,0.58820486,0.0015967066,0.0002522255,0.000060830847,0.045645747,0.000055172513,0.00077108474,0.023373783,0.33211654,0.00052677485],"about_ca_topic_score_codex":0.000008151165,"about_ca_topic_score_gemma":0.0000034082452,"teacher_disagreement_score":0.37797996,"about_ca_system_score_codex":0.00005038471,"about_ca_system_score_gemma":0.00010466766,"threshold_uncertainty_score":0.32335144},"labels":[],"label_agreement":null},{"id":"W1972347045","doi":"10.1111/j.1564-913x.2011.00104.x","title":"The administration and financing of paid sick leave","year":2011,"lang":"en","type":"article","venue":"International Labour Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Generosity; Sick leave; Duration (music); Legislation; Unemployment; Social insurance; Per capita; Economics; Labour economics; Business; Administration (probate law); Public economics; Demographic economics; Economic growth; Medicine; Environmental health; Political science","score_opus":0.09604125632974991,"score_gpt":0.41946702631384963,"score_spread":0.3234257699840997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972347045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31871065,0.2708482,0.0002927999,0.10975957,0.0052269665,0.0029466532,0.00010652386,0.00013103524,0.29197758],"genre_scores_gemma":[0.85726684,0.13018468,0.00013829085,0.0020914178,0.00017066082,0.00009624366,0.000007790021,0.000008022382,0.010036075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992954,0.00009148999,0.00032509587,0.00007719762,0.0001186668,0.00009213639],"domain_scores_gemma":[0.9993194,0.00018613934,0.00019904865,0.00008693365,0.0001908539,0.000017671033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846211,0.000055078028,0.000120130724,0.000012262075,0.00021098468,0.0000024138628,0.00010514225,0.000029921017,0.00030764152],"category_scores_gemma":[0.00028469093,0.00003387603,0.000030109137,0.000038460064,0.00004006409,0.000054537144,0.00006365966,0.00013189105,0.00004089103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007142889,0.000050835424,0.14792605,0.002230329,0.00012965119,0.0000041875173,0.0018346267,1.8089395e-8,0.00003029795,0.7584956,0.029191334,0.06003559],"study_design_scores_gemma":[0.00014773846,0.000052116728,0.16707715,0.0029772138,0.000022230473,0.0000015022772,0.00017874372,0.0000014456359,0.000036231806,0.0043440205,0.82510245,0.000059163027],"about_ca_topic_score_codex":0.00008224306,"about_ca_topic_score_gemma":0.0001703547,"teacher_disagreement_score":0.79591113,"about_ca_system_score_codex":0.00001558624,"about_ca_system_score_gemma":0.00004315509,"threshold_uncertainty_score":0.33684587},"labels":[],"label_agreement":null},{"id":"W1973102645","doi":"10.12927/cjnl.2001.16307","title":"Restructuring Stressors and Perceived Hospital Effectiveness","year":2001,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Stressor; Workload; Nursing; Psychology; Perception; Medicine; Clinical psychology; Business; Management","score_opus":0.20070961548657504,"score_gpt":0.4000430840991371,"score_spread":0.19933346861256204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973102645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98012376,0.00056144554,0.000024651925,0.008609947,0.000876558,0.00039480586,0.0000017981142,0.0001606334,0.009246395],"genre_scores_gemma":[0.99815047,0.000051271352,0.000048505342,0.00018617141,0.00037939296,0.000030947576,0.0000044927747,0.000027565684,0.0011211844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984863,0.0003659747,0.00017601113,0.00027470724,0.00015079221,0.0005462079],"domain_scores_gemma":[0.99921006,0.0004277173,0.00006551359,0.00015228265,0.00005207544,0.0000923398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025530136,0.00015841732,0.00021225419,0.00007618941,0.0009300207,0.000012850109,0.00008237554,0.00013483716,0.00006564117],"category_scores_gemma":[0.00012871606,0.00014147101,0.000036079702,0.000109702756,0.00020283791,0.00012103189,0.000025087786,0.00040073617,0.000034008972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001700487,0.000053933494,0.9354136,0.00031295058,0.00004141425,0.000019542307,0.044856593,0.000002870188,0.0005347803,0.0012422048,0.001110896,0.016241172],"study_design_scores_gemma":[0.00075772154,0.00009726946,0.9615169,0.0014422719,0.000027477676,0.0000024828141,0.033736505,0.000007754222,0.000033281067,0.0015664885,0.0006391789,0.0001726772],"about_ca_topic_score_codex":0.00008096893,"about_ca_topic_score_gemma":0.000026827714,"teacher_disagreement_score":0.0261033,"about_ca_system_score_codex":0.00013500972,"about_ca_system_score_gemma":0.000025385885,"threshold_uncertainty_score":0.71530616},"labels":[],"label_agreement":null},{"id":"W1973278246","doi":"10.1016/j.healthpol.2008.12.004","title":"Casualized employment and turnover intention: Home care workers in Ontario, Canada","year":2009,"lang":"en","type":"article","venue":"Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Casual; Turnover; Work (physics); Job insecurity; Turnover intention; Demographic economics; Business; Work hours; Labour economics; Psychology; Working hours; Economics; Job satisfaction; Social psychology; Political science","score_opus":0.05389757869174243,"score_gpt":0.42245640725613026,"score_spread":0.3685588285643878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973278246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8909022,0.0014931482,0.0000023584132,0.09731046,0.0005120817,0.0009154367,0.000019247625,0.000054369117,0.008790698],"genre_scores_gemma":[0.96722275,0.00014970858,0.000024403984,0.024672687,0.00021077265,0.00007067139,0.0000294254,0.000015769667,0.0076037887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978133,0.00024594992,0.0005906912,0.00027052633,0.00023985928,0.0008396843],"domain_scores_gemma":[0.9991858,0.00008696885,0.00016819261,0.00019989914,0.000082431856,0.00027673374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002555257,0.00018986227,0.0003974457,0.00017093442,0.00063259626,0.000006744236,0.00008389463,0.00009184677,0.00018291087],"category_scores_gemma":[0.00004790548,0.0001693021,0.000031409287,0.00024904232,0.000029945562,0.00006445472,0.00007242889,0.00051731727,0.00001004938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00005603848,0.00002064107,0.9242395,0.000119669705,0.00001113667,0.000009498928,0.020790648,7.8608764e-7,7.253665e-7,0.0027657023,0.047536857,0.004448758],"study_design_scores_gemma":[0.0012101936,0.00011219449,0.7981499,0.0002780434,0.0000034547502,0.0000010703616,0.0058217193,4.1445531e-7,3.177131e-7,0.00031515455,0.19398212,0.0001254116],"about_ca_topic_score_codex":0.9992723,"about_ca_topic_score_gemma":0.99985147,"teacher_disagreement_score":0.14644526,"about_ca_system_score_codex":0.0051749586,"about_ca_system_score_gemma":0.0058525107,"threshold_uncertainty_score":0.9997834},"labels":[],"label_agreement":null},{"id":"W1973561814","doi":"10.1348/096317902167603","title":"Designated redundant but escaping lay‐off: A special group of lay‐off survivors","year":2002,"lang":"en","type":"article","venue":"Journal of Occupational and Organizational Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Kementerian Pendidikan Nasional","keywords":"Psychology; Job satisfaction; Job security; Job performance; Social psychology; Longitudinal study; Medicine","score_opus":0.09179042274457172,"score_gpt":0.4032553206613628,"score_spread":0.3114648979167911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973561814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98396885,0.0018131578,0.0016357093,0.0049883486,0.0019703626,0.0002386347,0.000069687834,0.000020547363,0.0052947085],"genre_scores_gemma":[0.99166924,0.0016290346,0.00095099735,0.0015082363,0.0029449018,0.0000044951535,0.00004312604,0.00002937951,0.0012206165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977412,0.00033545503,0.0010634116,0.00018842575,0.00041980422,0.00025165983],"domain_scores_gemma":[0.99738026,0.00052202505,0.00083730527,0.00009573598,0.0010582593,0.00010638884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059474504,0.00016362399,0.00039074174,0.00028566952,0.00043593248,0.000007760708,0.00016629111,0.00017402347,0.004259529],"category_scores_gemma":[0.00044385492,0.00013495349,0.000071399765,0.00041680384,0.00015309034,0.00017728252,0.000065272754,0.0003603196,0.000048863138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005693845,0.00038417074,0.91046196,0.000056484627,0.00024689606,0.000021283728,0.0022792227,0.000029534023,0.0020058842,0.016043562,0.06596174,0.0019398418],"study_design_scores_gemma":[0.0020331277,0.00032582262,0.96749693,0.00011475605,0.000051781488,0.00007209048,0.000465887,0.000056324305,0.00003338999,0.0033465365,0.025836272,0.00016707083],"about_ca_topic_score_codex":0.0000150303895,"about_ca_topic_score_gemma":0.000049156584,"teacher_disagreement_score":0.057034947,"about_ca_system_score_codex":0.00005410543,"about_ca_system_score_gemma":0.00009331391,"threshold_uncertainty_score":0.9966507},"labels":[],"label_agreement":null},{"id":"W1973954698","doi":"10.1016/s0840-4704(10)60405-x","title":"Impact of Restructuring Scale: <i>An Instrument to Measure Effects of Hospital Restructuring</i>","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"York University","keywords":"Restructuring; Measure (data warehouse); Scale (ratio); Business; Operations management; Computer science; Economics; Finance; Geography; Data mining; Cartography","score_opus":0.026482285555449545,"score_gpt":0.3716561667506096,"score_spread":0.34517388119516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973954698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843355,0.00024452264,0.00007422093,0.00669759,0.0013388672,0.0031266443,0.000026852667,0.00012695465,0.0040288577],"genre_scores_gemma":[0.99764764,0.00034272863,0.0005455483,0.00051349204,0.00016598942,0.00022554814,0.000020763959,0.000055316188,0.0004829474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965221,0.00032978377,0.0009180365,0.00050770043,0.00064631423,0.0010760286],"domain_scores_gemma":[0.99808645,0.00009807176,0.00043317443,0.00078697747,0.0002523928,0.00034291053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040341652,0.00034844375,0.00061803474,0.00035044295,0.00058236736,0.000008003635,0.0003919547,0.00015481916,0.00005329185],"category_scores_gemma":[0.00005713083,0.0002939013,0.0001898781,0.00051765307,0.000070872156,0.00017792247,0.0005840349,0.00035275356,0.000016795504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031936716,0.00013750419,0.94884497,0.0027545723,0.00022828415,0.000025458661,0.003426388,0.000023285318,0.00009586854,0.003604756,0.0038864631,0.03665311],"study_design_scores_gemma":[0.0015007823,0.0023271053,0.98641443,0.0013858444,0.00006133143,0.0000010297797,0.0031110768,0.0000043072655,0.0002177396,0.0017564395,0.0029204823,0.00029940667],"about_ca_topic_score_codex":0.003596996,"about_ca_topic_score_gemma":0.0012936069,"teacher_disagreement_score":0.03756951,"about_ca_system_score_codex":0.0003663187,"about_ca_system_score_gemma":0.00009154152,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W1974105031","doi":"10.5539/ass.v10n7p87","title":"The Link between Salary and Psychiatric Problems among the Industrial Workers","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salary; Neuroticism; Anxiety; Psychiatry; Depression (economics); Psychology; Clinical psychology; Personality; Social psychology","score_opus":0.055206792996123674,"score_gpt":0.37147527530080554,"score_spread":0.31626848230468185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974105031","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27828124,0.00023014638,0.000056151282,0.26614255,0.0021803044,0.001376883,0.0000045909087,0.000117740165,0.4516104],"genre_scores_gemma":[0.99390954,0.000023313529,0.000009371747,0.00026588608,0.0046986477,0.000053899512,6.5542315e-7,0.0000072580574,0.0010314579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831533,0.00033974825,0.00023548445,0.00021467848,0.00036633745,0.00052841887],"domain_scores_gemma":[0.9990748,0.00046904135,0.0001597524,0.00015193246,0.000062773055,0.00008169629],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028624472,0.00009378275,0.00012293065,0.000033514927,0.011555058,0.0000611992,0.00044419887,0.00011098321,0.00000860766],"category_scores_gemma":[0.0002919701,0.000048120757,0.000033707143,0.000729858,0.0015391506,0.00013620906,0.00025811745,0.0005472981,0.00002208718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002501162,0.0000011777786,0.71261334,0.0000029610223,0.0000058085734,3.3281786e-8,0.0042145895,1.1558553e-8,0.0000013328489,0.0047332086,0.0062617646,0.27216327],"study_design_scores_gemma":[0.00021591107,0.000027569062,0.8979028,0.000017450626,0.000014722926,3.242274e-8,0.0037187473,0.0000012895313,4.25885e-7,0.007195376,0.09083796,0.00006771614],"about_ca_topic_score_codex":0.00021306338,"about_ca_topic_score_gemma":0.0002761826,"teacher_disagreement_score":0.71562827,"about_ca_system_score_codex":0.000046180437,"about_ca_system_score_gemma":0.00016629606,"threshold_uncertainty_score":0.9897318},"labels":[],"label_agreement":null},{"id":"W1974577610","doi":"10.1179/oeh.2004.10.4.355","title":"Globalization and the Health of the Health Care Workforce","year":2004,"lang":"en","type":"article","venue":"International Journal of Occupational and Environmental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada","funders":"Canadian Institutes of Health Research","keywords":"Workforce; Globalization; Health care; Global health; Business; Nursing; Environmental health; Economic growth; Political science; Medicine; Economics; Law","score_opus":0.035101285950130956,"score_gpt":0.40221780239386656,"score_spread":0.3671165164437356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974577610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7887914,0.018019557,0.0015110606,0.18842436,0.0016846796,0.0008904587,0.00029873944,0.000009585095,0.00037014563],"genre_scores_gemma":[0.98373234,0.0054021785,0.00022694851,0.010241049,0.0002553467,0.000007050473,0.000038387658,0.000007961325,0.00008872431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793875,0.00031361694,0.00083333004,0.000110807836,0.0006084828,0.00019502557],"domain_scores_gemma":[0.9984124,0.00014243873,0.0011821177,0.00008235305,0.00007197558,0.00010874089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076739176,0.00011007709,0.00026739994,0.000056368546,0.0007416784,0.000008359395,0.00018532781,0.000034961453,0.000025889656],"category_scores_gemma":[0.000034028697,0.00006201678,0.00007422916,0.000055460212,0.00026381548,0.00011644497,0.00014593393,0.00023896777,0.0000018853574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021244164,0.00019600303,0.84174,0.00023162522,0.00020993671,0.0000013458158,0.038301162,0.00042295113,0.0000060209413,0.06816177,0.0044944054,0.044110335],"study_design_scores_gemma":[0.004500021,0.00038134513,0.96847767,0.0004949342,0.000008376607,0.000033955843,0.008718639,0.000018167893,0.0000034345062,0.0030852512,0.014202721,0.00007550132],"about_ca_topic_score_codex":0.0007600387,"about_ca_topic_score_gemma":0.00028090825,"teacher_disagreement_score":0.19494095,"about_ca_system_score_codex":0.00069968886,"about_ca_system_score_gemma":0.00053476734,"threshold_uncertainty_score":0.57044655},"labels":[],"label_agreement":null},{"id":"W1974924017","doi":"10.4000/ethiquepublique.869","title":"Les attitudes des salariés à l’égard de la crise et l’éthique financières : une perception différenciée selon la qualification ?","year":2011,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0784331939297638,"score_gpt":0.4008626074158466,"score_spread":0.3224294134860828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974924017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7462732,0.0051905126,0.011953694,0.094320126,0.0013110436,0.0021415278,0.00021370986,0.00097085204,0.13762529],"genre_scores_gemma":[0.96484584,0.013369772,0.0054798876,0.008460299,0.00065577694,0.00088065816,0.00016625837,0.00015334727,0.0059881923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9848714,0.011632386,0.0010723674,0.00080111326,0.00039613454,0.001226588],"domain_scores_gemma":[0.994919,0.0025226895,0.00055909326,0.0006865226,0.00085948064,0.00045318378],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008194426,0.00067523326,0.0006886994,0.0003483352,0.0017181758,0.00014802424,0.0005328331,0.0026790295,0.0011179121],"category_scores_gemma":[0.0033788187,0.0006641648,0.0002532684,0.0005493679,0.0011797313,0.0010532155,0.00036312218,0.0034985042,0.00019867891],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013120625,0.00082873204,0.29273063,0.001346368,0.00013047288,0.00002994724,0.0896774,0.0000060812454,0.0007431212,0.58832884,0.018343247,0.007703944],"study_design_scores_gemma":[0.0006798362,0.00023698037,0.8408421,0.0012765563,0.00013401695,0.000029706605,0.008720566,0.000049655482,0.00020684421,0.057670917,0.08949358,0.00065924524],"about_ca_topic_score_codex":0.042663097,"about_ca_topic_score_gemma":0.022311574,"teacher_disagreement_score":0.5481115,"about_ca_system_score_codex":0.00080651836,"about_ca_system_score_gemma":0.0011760906,"threshold_uncertainty_score":0.9997952},"labels":[],"label_agreement":null},{"id":"W1974928537","doi":"10.4000/pistes.3208","title":"Effets du statut d’emploi sur la santé et la sécurité au travail : le cas des auxiliaires familiales et sociales et des infirmières de soins à domicile au Québec","year":2005,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03596362996406785,"score_gpt":0.4013954759099436,"score_spread":0.36543184594587574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974928537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.868096,0.022540348,0.0006638088,0.024410564,0.00065148185,0.0013436379,0.0010011962,0.00069306645,0.08059989],"genre_scores_gemma":[0.9681519,0.019892504,0.0009870507,0.0008190403,0.0012315937,0.00042314426,0.00007807577,0.00041096128,0.008005728],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9772845,0.015418851,0.0018780192,0.0018060368,0.0009048917,0.0027077005],"domain_scores_gemma":[0.98132515,0.015372656,0.000807695,0.00091287977,0.00082132884,0.0007602738],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0075658006,0.0017434637,0.0020914301,0.0006073891,0.0041627414,0.00042477722,0.0011290446,0.0011463981,0.00036483546],"category_scores_gemma":[0.0031680407,0.0016988378,0.0011052807,0.0005665498,0.009081711,0.0021536346,0.0017930662,0.0031235795,0.00013913283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008326642,0.0033611371,0.20742394,0.0012964557,0.0011556521,0.00018151445,0.6820643,0.00028567793,0.00048789626,0.039056003,0.01330587,0.0505489],"study_design_scores_gemma":[0.0046412568,0.00048430054,0.76854044,0.002864812,0.0003187979,0.00009982414,0.19218807,0.00015151784,0.00017812937,0.0075811045,0.02154204,0.001409725],"about_ca_topic_score_codex":0.3995557,"about_ca_topic_score_gemma":0.942963,"teacher_disagreement_score":0.56111646,"about_ca_system_score_codex":0.0035060227,"about_ca_system_score_gemma":0.023395529,"threshold_uncertainty_score":0.99953115},"labels":[],"label_agreement":null},{"id":"W1975101880","doi":"10.1177/002071520304400502","title":"Skating on Thin Ice: A Comparison of Work Values and Job Satisfaction in CEE and EU Countries","year":2003,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Job satisfaction; Work (physics); Dimension (graph theory); Independence (probability theory); Value (mathematics); Reading (process); Psychology; Focus (optics); Political science; Social psychology; Demographic economics; Mathematics; Economics; Statistics; Law; Physics","score_opus":0.09982624407644261,"score_gpt":0.4908335587225602,"score_spread":0.3910073146461176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975101880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923857,0.0013316969,0.00019312784,0.0024305263,0.00068175915,0.00011443905,0.0000044263443,0.0000040940454,0.0028542562],"genre_scores_gemma":[0.99897546,0.00022385825,0.00024371015,0.00035301255,0.00011569609,0.000005135691,0.0000010720479,0.000004091822,0.00007794536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998254,0.0006918692,0.00063971145,0.00009071791,0.00019759298,0.00012610621],"domain_scores_gemma":[0.9971888,0.0016790131,0.00066265557,0.00003236012,0.0004081114,0.000029043431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069485436,0.00009588311,0.0004160223,0.00015182442,0.00016035188,0.0000053284784,0.00006724587,0.000088891284,0.000060050003],"category_scores_gemma":[0.00021700551,0.00007595593,0.000032507785,0.00004172145,0.00033847897,0.000101736325,0.00003397965,0.0004599644,0.0000035243004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002350734,0.00002491686,0.90656555,0.000011435156,0.00013771684,0.0000019509864,0.054073058,0.000071207505,0.000060924292,0.037030064,0.0016494257,0.00013867696],"study_design_scores_gemma":[0.0012806867,0.000295102,0.9571288,0.00028191696,0.000015569469,0.0000040353716,0.024796154,0.00003854027,0.00008613408,0.0146940565,0.0013083356,0.000070646325],"about_ca_topic_score_codex":0.000036083384,"about_ca_topic_score_gemma":0.00008743161,"teacher_disagreement_score":0.050563272,"about_ca_system_score_codex":0.000092527196,"about_ca_system_score_gemma":0.00006703006,"threshold_uncertainty_score":0.30973932},"labels":[],"label_agreement":null},{"id":"W1975887677","doi":"10.1007/s11205-007-9208-1","title":"From Casual Work to Economic Security: The Case of British Columbia","year":2007,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Casual; Work (physics); Dimension (graph theory); Economic security; Economics; Public economics; Political science; Economic growth; Engineering; Law","score_opus":0.10451592087781161,"score_gpt":0.5058058650686403,"score_spread":0.40128994419082875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975887677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983273,0.00015435142,0.0000021658857,0.0032011957,0.0004226965,0.0008450226,0.0003055312,0.000032715492,0.011763296],"genre_scores_gemma":[0.99381477,0.00002485873,0.000009041599,0.00021689788,0.0017112448,0.00010533615,0.000011623415,0.000024690984,0.0040815105],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997328,0.0007626905,0.00045406827,0.00027035948,0.0003466633,0.00083823694],"domain_scores_gemma":[0.99771136,0.0016390189,0.00011128449,0.00021095139,0.00014962199,0.00017777643],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044594156,0.000071078626,0.0002514534,0.00013177711,0.002977456,0.00004164456,0.00033130334,0.0002230384,0.0012399609],"category_scores_gemma":[0.0002535479,0.0000863076,0.00007538077,0.00071180816,0.0004726577,0.00004415165,0.00053447013,0.0010197086,0.00032904686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047045294,0.0000447621,0.3924697,0.000023625804,0.00008457463,0.00024036711,0.045424547,2.556481e-8,0.00000501771,0.0004134728,0.544626,0.01662085],"study_design_scores_gemma":[0.0008157093,0.00012888586,0.650229,0.00013261383,0.000026399563,0.000005385639,0.17152432,5.3271623e-7,0.000020548363,0.010040731,0.16682073,0.0002551749],"about_ca_topic_score_codex":0.44630718,"about_ca_topic_score_gemma":0.6330338,"teacher_disagreement_score":0.37780526,"about_ca_system_score_codex":0.0003547531,"about_ca_system_score_gemma":0.00032424845,"threshold_uncertainty_score":0.99967307},"labels":[],"label_agreement":null},{"id":"W1976302044","doi":"10.7202/1027061ar","title":"Les flux du travail migrant temporaire et la précarisation de l’emploi : une nouvelle figure de la division internationale du travail ?","year":2014,"lang":"fr","type":"article","venue":"Revue multidisciplinaire sur l emploi le syndicalisme et le travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.027186208599972412,"score_gpt":0.3308036693205566,"score_spread":0.3036174607205842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976302044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.853214,0.0051919934,0.011818568,0.11197226,0.0013223484,0.0018198629,0.000432981,0.0006715828,0.013556364],"genre_scores_gemma":[0.94979167,0.0033015206,0.0012562849,0.0009065275,0.0012210454,0.00049137167,0.0007216177,0.0003989892,0.041910943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9818475,0.011024066,0.0023159331,0.0017148516,0.0011644055,0.0019332134],"domain_scores_gemma":[0.9906997,0.00561308,0.0011391034,0.0010534867,0.00058569934,0.0009089416],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009988304,0.0013685538,0.0017277944,0.00048724894,0.003014879,0.0002933007,0.0011456766,0.0020385447,0.00055671675],"category_scores_gemma":[0.0024636658,0.0013949411,0.0008973314,0.00082088064,0.0017003894,0.0008203409,0.00075651257,0.0032070498,0.0003769962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035197815,0.004380759,0.5802089,0.0037327402,0.00071041926,0.00029025506,0.1896482,0.0010089384,0.0010903298,0.017368337,0.09277548,0.10843368],"study_design_scores_gemma":[0.0050783185,0.00037987198,0.77058125,0.0037374343,0.00025975928,0.00010921592,0.009876477,0.004595668,0.00010026029,0.00098266,0.20305221,0.0012468684],"about_ca_topic_score_codex":0.05588742,"about_ca_topic_score_gemma":0.032767065,"teacher_disagreement_score":0.19037236,"about_ca_system_score_codex":0.00077917305,"about_ca_system_score_gemma":0.001762214,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W1976420672","doi":"10.1016/j.gaceta.2014.02.016","title":"Impact of the economic crisis on the health of older persons in Spain: research clues based on an analysis of mortality. SESPAS report 2014","year":2014,"lang":"en","type":"article","venue":"Gaceta Sanitaria","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Recession; Demography; Mortality rate; Population; Great recession; Medicine; Gerontology; Economics; Sociology","score_opus":0.11955901124448066,"score_gpt":0.48374743057408376,"score_spread":0.3641884193296031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976420672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859883,0.000041440795,0.000012573971,0.009607779,0.00013716103,0.0007394089,0.000120752804,0.00001066267,0.0033419132],"genre_scores_gemma":[0.99925005,0.000025297804,0.00001573528,0.00039633355,0.000067770576,0.000048057595,0.000026683003,0.000018242154,0.00015185049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99439037,0.00349452,0.0009042797,0.0003251328,0.0004428423,0.0004428619],"domain_scores_gemma":[0.9954857,0.0022683626,0.0006751633,0.0013221229,0.0001742193,0.000074387506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008348625,0.00016250096,0.0007018362,0.0004415338,0.0004634021,0.0000049759974,0.00036816078,0.00010534663,0.00064233685],"category_scores_gemma":[0.0007353989,0.00009089072,0.00033933934,0.0005639555,0.00019198286,0.000048765814,0.00011705856,0.00051510154,0.0000099843655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000995722,0.00017094206,0.97133386,0.000071958755,0.00043205923,6.171228e-7,0.00531019,0.0012183222,0.00002015376,0.0028209295,0.018474964,0.000046446476],"study_design_scores_gemma":[0.00036103118,0.0005479448,0.9912334,0.00012621447,0.00012584381,7.981596e-8,0.0048100543,0.0021673085,0.000018027842,0.00034721522,0.00018762486,0.00007525566],"about_ca_topic_score_codex":0.063210875,"about_ca_topic_score_gemma":0.02953252,"teacher_disagreement_score":0.033678353,"about_ca_system_score_codex":0.00036123183,"about_ca_system_score_gemma":0.00059855933,"threshold_uncertainty_score":0.988176},"labels":[],"label_agreement":null},{"id":"W1976532493","doi":"10.1007/s10869-010-9190-5","title":"The Influence of Psychological Contract Breach on Temporary Workers’ Commitment and Behaviors: A Multiple Agency Perspective","year":2010,"lang":"en","type":"article","venue":"Journal of Business and Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Psychological contract; Agency (philosophy); Perspective (graphical); Industrial and organizational psychology; Business; Social psychology; Psychology; Organizational commitment; Sample (material); Supervisor; Public relations; Management; Political science; Economics","score_opus":0.06756245476589806,"score_gpt":0.4476649066762811,"score_spread":0.38010245191038305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976532493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847527,0.0008637144,0.000012306848,0.0122022005,0.0008268019,0.00025337999,0.0000065139657,0.0000060718708,0.0010762975],"genre_scores_gemma":[0.99763113,0.0011687957,0.000065964836,0.00084957783,0.00018688524,0.000014858888,5.12067e-7,0.000008055096,0.00007419091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987635,0.00021890606,0.00052665826,0.00015070135,0.00013335013,0.00020690289],"domain_scores_gemma":[0.9979703,0.0007364853,0.0005560253,0.00017059623,0.0004918899,0.00007472255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065006386,0.00012537708,0.00032271195,0.00007755563,0.000493745,0.000007742521,0.00014037054,0.00016700175,0.000033233482],"category_scores_gemma":[0.00024358252,0.00006837242,0.000045305012,0.00012237001,0.0003924166,0.000082325816,0.000046929632,0.00078967767,0.0000020050286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007717589,0.00030799906,0.98603153,0.000013903657,0.000050627237,0.000020843987,0.0020697177,7.463564e-7,0.0021609156,0.0007802119,0.0031750205,0.004616707],"study_design_scores_gemma":[0.0016411429,0.0004529552,0.9911393,0.00009230448,0.000030125155,0.00005283223,0.0013006856,4.3188243e-7,0.0000027287394,0.001460233,0.0037584982,0.00006876852],"about_ca_topic_score_codex":0.00022093196,"about_ca_topic_score_gemma":0.0001575849,"teacher_disagreement_score":0.012878446,"about_ca_system_score_codex":0.000011369772,"about_ca_system_score_gemma":0.000030978008,"threshold_uncertainty_score":0.37975374},"labels":[],"label_agreement":null},{"id":"W1977674612","doi":"10.1108/01437720010379529","title":"Effects of short‐ and long‐term preference for temporary work upon psychological outcomes","year":2000,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turnover; Psychology; Preference; Ambiguity; Social psychology; Job satisfaction; Term (time); Facet (psychology); Work (physics); Demographic economics; Economics; Microeconomics; Personality; Management","score_opus":0.08775261633051468,"score_gpt":0.45334588615597704,"score_spread":0.36559326982546236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977674612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993635,0.0006104619,0.00020648303,0.002688326,0.0010962295,0.00027499563,0.0000076768265,0.000009050563,0.0014717557],"genre_scores_gemma":[0.9964319,0.00040476906,0.00016080942,0.00058420125,0.00025411265,0.000017663298,0.0000029970533,0.000008720205,0.002134811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988656,0.000084656815,0.0005196514,0.00010450424,0.00028506003,0.00014051201],"domain_scores_gemma":[0.99874246,0.0006467025,0.00022228046,0.000063711035,0.0002733348,0.00005152217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028587098,0.00010061564,0.00025513195,0.00008815737,0.00007582141,0.0000074064724,0.00022807474,0.000080600745,0.00051498815],"category_scores_gemma":[0.00011694142,0.00006597367,0.00010436665,0.000034946155,0.000044317847,0.00012358051,0.00005150062,0.00021392739,0.000007885199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084182044,0.00022453314,0.97681946,0.000057243746,0.00024245796,0.000029156085,0.00044816444,8.20254e-7,0.000088617686,0.0002459932,0.00642915,0.014572566],"study_design_scores_gemma":[0.0012241586,0.0002806757,0.9925013,0.00038931696,0.000029963703,0.000006012082,0.00002551046,5.824062e-7,0.00005459797,0.0009467963,0.004473075,0.00006800322],"about_ca_topic_score_codex":0.0000026437729,"about_ca_topic_score_gemma":0.000003968633,"teacher_disagreement_score":0.015681831,"about_ca_system_score_codex":0.000027099715,"about_ca_system_score_gemma":0.000018487324,"threshold_uncertainty_score":0.5638759},"labels":[],"label_agreement":null},{"id":"W1977724013","doi":"10.1111/coep.12036","title":"MINIMUM WAGE EFFECTS ON PERMANENT VERSUS TEMPORARY MINIMUM WAGE EMPLOYMENT","year":2014,"lang":"en","type":"article","venue":"Contemporary Economic Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Minimum wage; Economics; Labour economics; Wage; Efficiency wage; Demographic economics","score_opus":0.06239507152687966,"score_gpt":0.3746889291447537,"score_spread":0.31229385761787404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977724013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6552596,0.0004823003,0.0000062777726,0.018502379,0.003906186,0.0015098022,0.000101321966,0.0003570105,0.3198751],"genre_scores_gemma":[0.9674537,0.00014681283,0.000013672343,0.007333372,0.004544553,0.0005019461,0.00016479853,0.00013041192,0.019710725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575853,0.0008344259,0.0011817227,0.00088064664,0.00021698752,0.001127677],"domain_scores_gemma":[0.9959474,0.0019255598,0.00055977044,0.0010517947,0.000044818342,0.0004706595],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085607846,0.00066088175,0.0009721358,0.0004507563,0.0010080631,0.000034869907,0.0005696103,0.00032775252,0.0002526439],"category_scores_gemma":[0.00022175007,0.0006096269,0.0003058655,0.00012693978,0.00015917669,0.00034377922,0.0004893521,0.0006293842,0.004302777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016616991,0.00025923707,0.09200318,0.0003856806,0.0005395702,0.00004919489,0.004443721,0.000007560242,0.00031048074,0.037642315,0.8535769,0.009120477],"study_design_scores_gemma":[0.010299242,0.001498792,0.031869378,0.0004437529,0.000050849183,0.0000013971259,0.00079834426,0.00011495767,0.00042326117,0.001379042,0.95213765,0.0009833372],"about_ca_topic_score_codex":0.0024214475,"about_ca_topic_score_gemma":0.0001914176,"teacher_disagreement_score":0.31219408,"about_ca_system_score_codex":0.0010215741,"about_ca_system_score_gemma":0.00072014536,"threshold_uncertainty_score":0.9996355},"labels":[],"label_agreement":null},{"id":"W1978375142","doi":"10.1080/13811118.2013.801812","title":"Suicide and Unemployment: A Panel Analysis of Canadian Provinces","year":2013,"lang":"en","type":"article","venue":"Archives of Suicide Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Cointegration; Context (archaeology); Panel data; Unit root; Economics; Demographic economics; Econometrics; Panel analysis; Poison control; Medicine; Geography; Economic growth; Environmental health","score_opus":0.20346515850283048,"score_gpt":0.4530377550848485,"score_spread":0.24957259658201802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978375142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93718654,0.0011912012,0.000008027269,0.0056832563,0.000026128813,0.0010049475,0.00007207609,0.00001663524,0.05481118],"genre_scores_gemma":[0.99429613,0.0014296215,0.00027246927,0.000075212534,0.000035323177,0.00018901833,0.000028446395,0.000017590823,0.0036561822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970292,0.0006881999,0.0005858387,0.00030493562,0.00049569836,0.00089613476],"domain_scores_gemma":[0.99592954,0.0029318826,0.00014377704,0.0003700404,0.00029488732,0.00032984788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000977117,0.00013882761,0.000525666,0.0035145981,0.0006154781,0.000008807527,0.0002991554,0.00007187487,0.0005711401],"category_scores_gemma":[0.00044251326,0.000109572975,0.000110192435,0.001879225,0.0007460496,0.00011600395,0.00035189546,0.00045094473,0.00003301231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003428669,0.00003658172,0.9707489,0.00022863189,0.00067138224,0.000002807028,0.007178674,0.000004975261,0.0021549144,0.008039458,0.0011162638,0.009783111],"study_design_scores_gemma":[0.00031671292,0.0001604977,0.98534244,0.00023254554,0.00012247713,1.4336676e-7,0.006848394,0.00027129284,0.0003655578,0.004281446,0.0019480936,0.000110422065],"about_ca_topic_score_codex":0.81144255,"about_ca_topic_score_gemma":0.58174676,"teacher_disagreement_score":0.22969577,"about_ca_system_score_codex":0.000044843368,"about_ca_system_score_gemma":0.00045673293,"threshold_uncertainty_score":0.62535834},"labels":[],"label_agreement":null},{"id":"W1978704084","doi":"10.2202/1935-1682.2860","title":"Decomposing the Relationship between Macroeconomic Conditions and Fatal Car Crashes during the Great Recession: Alcohol- and Non-Alcohol-Related Accidents","year":2011,"lang":"en","type":"article","venue":"The B E Journal of Economic Analysis & Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Unemployment; Per capita; Unemployment rate; Mile; Crash; Quarter (Canadian coin); Poison control; Demographic economics; Vehicle miles of travel; Economics; Demography; Forensic engineering; Environmental health; Engineering; Geography; Medicine; Transport engineering; Economic growth; Macroeconomics","score_opus":0.09067398657231138,"score_gpt":0.40916813496869214,"score_spread":0.3184941483963808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978704084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98957723,0.0005129635,0.000012870603,0.007894401,0.0001364966,0.00025940948,0.000029497949,0.000011534523,0.0015656203],"genre_scores_gemma":[0.997639,0.00073733885,0.000013641529,0.00024843006,0.0004999962,0.000011533406,0.00000728394,0.000021158407,0.0008215883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997706,0.0005785479,0.0011014777,0.00017332748,0.00008650572,0.0003541327],"domain_scores_gemma":[0.99634033,0.0019053335,0.0012002694,0.0003653094,0.00006381153,0.00012491229],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015874259,0.00021223738,0.00053194014,0.0003810673,0.0031126991,0.000045396075,0.0004393584,0.0001084373,0.00021938178],"category_scores_gemma":[0.00013624126,0.000110540306,0.00022687325,0.00026075024,0.00035844388,0.00036263687,0.00028737524,0.00065682293,0.000049268478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036474703,0.0000056987324,0.9883432,0.000009428914,0.0016156966,9.4752727e-7,0.008793166,0.00006561449,0.000026154341,0.0006616262,0.00034676015,0.000095254756],"study_design_scores_gemma":[0.00069676834,0.00002468196,0.98757803,0.00006865125,0.0019609618,0.000021297226,0.0037531247,0.000060169707,0.000023748993,0.005578596,0.00011551339,0.00011846728],"about_ca_topic_score_codex":0.00315228,"about_ca_topic_score_gemma":0.0013465392,"teacher_disagreement_score":0.008061823,"about_ca_system_score_codex":0.0002646514,"about_ca_system_score_gemma":0.00012464059,"threshold_uncertainty_score":0.9981851},"labels":[],"label_agreement":null},{"id":"W1978755052","doi":"10.1007/s10903-009-9311-2","title":"Mental Health Research with Latino Farmworkers: A Systematic Evaluation of the Short CES-D","year":2009,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Centers for Disease Control and Prevention","keywords":"Mental health; Operationalization; Public health; Ethnic group; Interview; Psychology; Affect (linguistics); Socioeconomic status; Clinical psychology; Scale (ratio); Educational attainment; Environmental health; Medicine; Gerontology; Psychiatry; Geography; Population; Nursing","score_opus":0.22128835850327025,"score_gpt":0.49729259906152573,"score_spread":0.27600424055825545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978755052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280904,0.013561621,0.000019324376,0.05462423,0.00034853775,0.0026024932,0.000012412439,0.000007890856,0.0007331108],"genre_scores_gemma":[0.997164,0.0014770263,0.00011755957,0.00080140296,0.00018926738,0.000014414367,0.0000017650418,0.00000675623,0.00022778143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99325186,0.0032389746,0.001285,0.00014076823,0.0015815207,0.0005018993],"domain_scores_gemma":[0.9972676,0.00033315184,0.0010108851,0.00020742904,0.0009880761,0.00019286125],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017407052,0.0001377695,0.0007139246,0.00017745796,0.0013959927,0.000010239449,0.00017751366,0.00006442646,0.000011454143],"category_scores_gemma":[0.00023430152,0.0000716295,0.00009265228,0.0003704736,0.00010422138,0.00012234591,0.00004513292,0.00076116255,0.0000012170702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001350227,0.00096359884,0.70402324,0.035120476,0.000538785,0.000004955534,0.15609133,0.000010893493,0.00017335851,0.0028531265,0.052252308,0.046617717],"study_design_scores_gemma":[0.003494549,0.0040853615,0.9022247,0.027588498,0.00016714181,0.000056563622,0.059993934,0.0001383043,0.000015325335,0.0009167073,0.0011451901,0.00017368859],"about_ca_topic_score_codex":0.001626982,"about_ca_topic_score_gemma":0.0029540784,"teacher_disagreement_score":0.1982015,"about_ca_system_score_codex":0.00041205928,"about_ca_system_score_gemma":0.0015333429,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W1980356378","doi":"10.1300/j013v38n01_01","title":"Age and the Gender Gap in Distress","year":2003,"lang":"en","type":"article","venue":"Women & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Distress; Disadvantaged; Disadvantage; Psychology; Context (archaeology); Vulnerability (computing); Gerontology; Demography; Population; Developmental psychology; Clinical psychology; Medicine; Sociology; Political science; Geography","score_opus":0.08874633243024202,"score_gpt":0.4165546723181808,"score_spread":0.3278083398879388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980356378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91005325,0.0029522255,0.000016948394,0.014734381,0.00041998635,0.0010393574,0.000012874654,0.000049158534,0.07072179],"genre_scores_gemma":[0.9878462,0.0011777325,0.000022194527,0.006449521,0.000064489126,0.00028321482,0.000003512621,0.000011767453,0.0041413466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979604,0.0008585143,0.00031417242,0.00016060557,0.00011483842,0.00059150456],"domain_scores_gemma":[0.99930847,0.0003058355,0.000092994014,0.00016968677,0.0000154848,0.00010753157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015576923,0.00009467294,0.0002558904,0.00003729326,0.00072121574,0.000005211032,0.00006184636,0.000042899937,0.00016909027],"category_scores_gemma":[0.00009149025,0.00005755583,0.000015627997,0.00012286325,0.00010348509,0.000030169791,0.000054376724,0.00030681057,0.000034212284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013482326,0.00008066707,0.43625456,0.00066470634,0.000034108467,0.0000149027555,0.25702885,7.587578e-7,0.0000016911924,0.28601944,0.016216382,0.003549081],"study_design_scores_gemma":[0.0069359066,0.00010232317,0.5145486,0.00015837599,0.000005224749,0.0000013180253,0.086981066,0.0000054332104,4.7507558e-7,0.037980124,0.3530586,0.0002225647],"about_ca_topic_score_codex":0.0006608254,"about_ca_topic_score_gemma":0.0010159364,"teacher_disagreement_score":0.33684224,"about_ca_system_score_codex":0.0001932481,"about_ca_system_score_gemma":0.00011671906,"threshold_uncertainty_score":0.5547081},"labels":[],"label_agreement":null},{"id":"W1980786605","doi":"10.7202/038549ar","title":"Fast Food Work","year":2009,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Speculation; Work (physics); Perspective (graphical); Stakeholder; Marketing; Food industry; Ideal (ethics); Business; Public relations; Relation (database); Computer science; Political science; Engineering","score_opus":0.07731131936690827,"score_gpt":0.36731970387711443,"score_spread":0.29000838451020616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980786605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5203967,0.0009061208,0.00060889585,0.05249431,0.0006028399,0.0006895938,0.000017884597,0.00037960013,0.42390403],"genre_scores_gemma":[0.95475703,0.00004683764,0.00013911568,0.0005949369,0.00035035747,0.000029481287,0.000019296296,0.0000095398955,0.044053398],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999018,0.00010347849,0.00029744935,0.00014863338,0.0001324864,0.00029994122],"domain_scores_gemma":[0.9993197,0.00025190832,0.000093536604,0.00019452772,0.00007609089,0.00006426392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015262752,0.00010715291,0.00013296961,0.00008869617,0.0012172924,0.0000061927767,0.00009281998,0.0002590976,0.00072425464],"category_scores_gemma":[0.00015121778,0.00009260106,0.00004380885,0.00046072868,0.000033343917,0.000086133085,0.000037363854,0.00062566693,0.00082511426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017814506,0.00007384269,0.4633714,0.0000014644763,0.000055668654,0.0000015830635,0.004200409,0.000054877415,0.00000776702,0.05410917,0.43129507,0.046810944],"study_design_scores_gemma":[0.0006006042,0.00015234572,0.3798571,0.000152471,0.000035181725,3.3399172e-7,0.0038904531,0.000006088103,0.000014338802,0.0052689165,0.6098204,0.00020173026],"about_ca_topic_score_codex":0.000008905509,"about_ca_topic_score_gemma":0.000010880075,"teacher_disagreement_score":0.43436033,"about_ca_system_score_codex":0.00006135373,"about_ca_system_score_gemma":0.000092916765,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W1981171667","doi":"10.1108/13660750210415612","title":"The nursing profession, personality types and leadership","year":2002,"lang":"en","type":"article","venue":"Leadership in Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Personality; Nursing; Psychology; Nurse education; Medicine; Social psychology","score_opus":0.3990157212464041,"score_gpt":0.4356947472352434,"score_spread":0.036679025988839264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981171667","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14238274,0.102006994,0.0000043806,0.74211186,0.0015336757,0.0019879565,0.000008732407,0.0002857648,0.009677915],"genre_scores_gemma":[0.9682029,0.0016836568,0.000043118638,0.020629914,0.0003982002,0.0001429723,0.000005268827,0.000030745676,0.008863235],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99613535,0.0012566572,0.0006661795,0.0003749411,0.0003053816,0.0012615137],"domain_scores_gemma":[0.9979009,0.0012700616,0.00029704446,0.00028311973,0.00007567781,0.00017318198],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017766856,0.00022249816,0.0003271858,0.00008547758,0.0027158966,0.000025660578,0.00024769522,0.00018730889,0.00020315086],"category_scores_gemma":[0.0000547234,0.00015201591,0.000038193022,0.00031667945,0.00023939706,0.00019042086,0.000061872444,0.00086052733,0.00013122674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098897624,0.00010682082,0.6737505,0.013191978,0.00002776162,0.0000030261792,0.28521118,0.0000011637413,0.000004275704,0.0064528086,0.0056113265,0.015540233],"study_design_scores_gemma":[0.0009433025,0.00011451368,0.38540977,0.011209751,0.000011947418,0.000001760739,0.57361215,0.00049877015,0.0000022039926,0.002111425,0.025810922,0.00027344227],"about_ca_topic_score_codex":0.001796368,"about_ca_topic_score_gemma":0.007420719,"teacher_disagreement_score":0.82582015,"about_ca_system_score_codex":0.00019003559,"about_ca_system_score_gemma":0.000068177535,"threshold_uncertainty_score":0.9985824},"labels":[],"label_agreement":null},{"id":"W1981315420","doi":"10.1007/s00127-009-0044-2","title":"The mental health benefits of work: do they apply to poor single mothers?","year":2009,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Mental health; Poverty; Welfare; Demographic economics; Unemployment; Single mothers; Longitudinal study; Psychology; Work (physics); Medicine; Economics; Economic growth; Psychiatry; Developmental psychology","score_opus":0.06971875094818714,"score_gpt":0.4159858167718904,"score_spread":0.34626706582370326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981315420","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2649246,0.025570536,0.000086725224,0.6885715,0.0053042728,0.0014656689,0.00007144493,0.000098847275,0.013906408],"genre_scores_gemma":[0.94164366,0.003590187,0.0021401446,0.04749597,0.0037371384,0.00009186646,0.000022646698,0.000041148534,0.0012372723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955993,0.0015433913,0.0012340905,0.00045321663,0.00015585855,0.0010141269],"domain_scores_gemma":[0.99771446,0.0010113454,0.00073462236,0.0002603014,0.00007428486,0.00020496995],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003016778,0.00028607345,0.00078846933,0.000114393915,0.0036193912,0.0000057634097,0.00029517288,0.00029042907,0.000035841535],"category_scores_gemma":[0.00019447386,0.00019738165,0.00019482881,0.000446389,0.00015028616,0.000045546505,0.00008756989,0.00053251616,0.000035744302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040027182,0.00016914862,0.45208454,0.000056673805,0.00008183441,3.093897e-8,0.0061419616,0.0000028951233,0.0000015608596,0.18608448,0.30815637,0.04682024],"study_design_scores_gemma":[0.0011818071,0.001164187,0.7649954,0.00010154021,0.00003847316,0.0000010390183,0.0072728028,7.4124114e-7,1.35802e-7,0.13117559,0.09378333,0.00028492833],"about_ca_topic_score_codex":0.00026912807,"about_ca_topic_score_gemma":0.000704236,"teacher_disagreement_score":0.67671907,"about_ca_system_score_codex":0.00006343969,"about_ca_system_score_gemma":0.00015362402,"threshold_uncertainty_score":0.99767774},"labels":[],"label_agreement":null},{"id":"W1981553839","doi":"10.3386/w11893","title":"Psychiatric Disorders and Labor Market Outcomes: Evidence from the National Latino and Asian American Study","year":2005,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health; Substance Abuse and Mental Health Services Administration; National Institutes of Health; University of New South Wales; University of Washington; Fondation pour la Recherche Médicale; University of Michigan","keywords":"Psychiatry; Medicine; Psychology","score_opus":0.39887146678522767,"score_gpt":0.6128822341706262,"score_spread":0.21401076738539848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981553839","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3022104,0.0052358583,6.3394003e-7,0.102119036,0.00089288194,0.004378778,0.0011027955,0.000043027238,0.5840166],"genre_scores_gemma":[0.97086954,0.013244101,0.00010573108,0.00025594048,0.0015809932,0.0005099907,0.0001011754,0.000042205047,0.013290326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950963,0.0010475038,0.0009126594,0.00061796274,0.0019036349,0.00042192012],"domain_scores_gemma":[0.98745304,0.010168784,0.00058668863,0.00022871167,0.0014633646,0.000099421646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007504505,0.000259916,0.00060632534,0.00045101848,0.0010307131,0.000037054902,0.0003973864,0.00018180972,0.0009770935],"category_scores_gemma":[0.0040930226,0.00018726944,0.00008128187,0.00026891986,0.00051962945,0.00016770355,0.00048034638,0.0011719753,0.000040924395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059699698,0.00007629247,0.84941256,0.00006273513,0.00030951996,2.130883e-7,0.0009985018,0.0000016586899,2.3919165e-7,0.0019787622,0.14409047,0.003009339],"study_design_scores_gemma":[0.0005472359,0.00013821636,0.94825184,0.00012677755,0.00003538578,3.8621982e-7,0.0029928673,0.000024735691,2.8503424e-8,0.020802615,0.026923994,0.00015588569],"about_ca_topic_score_codex":0.016716713,"about_ca_topic_score_gemma":0.020073958,"teacher_disagreement_score":0.66865915,"about_ca_system_score_codex":0.00085813814,"about_ca_system_score_gemma":0.0028174946,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W1981742566","doi":"10.5539/ijps.v3n2p249","title":"A Review of the Challenges and Survival Strategies of University Workers during the Economic Crisis: A Case Study of the Midlands State University (MSU) Workers in Zimbabwe","year":2011,"lang":"en","type":"review","venue":"International Journal of Psychological Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"State (computer science); Space (punctuation); Consumables; Economic growth; Political science; Psychology; Sociology; Public relations; Business; Marketing; Economics","score_opus":0.24935167211123022,"score_gpt":0.4736959032848329,"score_spread":0.2243442311736027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981742566","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22927102,0.7680478,2.2580221e-7,0.0008808759,0.0007117167,0.00054039626,0.000032492102,0.0000026339235,0.0005128201],"genre_scores_gemma":[0.16148765,0.83835113,0.0000031993047,0.000017222226,0.000049676615,0.0000024099472,1.5726405e-7,0.0000060173434,0.00008251961],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99623233,0.0021301762,0.001014026,0.00019926135,0.0002595975,0.00016459932],"domain_scores_gemma":[0.9960749,0.0009870465,0.002291736,0.0002301509,0.0003871636,0.000028960556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015335304,0.00022826706,0.0012802505,0.00013300695,0.0002396804,0.0000028783663,0.000899339,0.0000945263,0.00001924087],"category_scores_gemma":[0.00013925874,0.0001020708,0.00039337442,0.00017181075,0.00039398347,0.00008452052,0.00076115003,0.0006945171,4.509329e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034195622,0.003069111,0.60525316,0.08356063,0.0338024,0.0018606007,0.11837743,0.000043181524,5.574802e-7,0.003596208,0.009009569,0.13800757],"study_design_scores_gemma":[0.0025417393,0.0004794372,0.23621094,0.10005631,0.0013953164,0.0001557857,0.596673,9.648248e-8,7.272386e-8,0.00037240997,0.06187313,0.0002417742],"about_ca_topic_score_codex":0.00067376666,"about_ca_topic_score_gemma":0.0034189038,"teacher_disagreement_score":0.47829556,"about_ca_system_score_codex":0.000249303,"about_ca_system_score_gemma":0.000144519,"threshold_uncertainty_score":0.41623265},"labels":[],"label_agreement":null},{"id":"W1981839354","doi":"10.1001/archgenpsychiatry.2011.15","title":"Relationship Between Household Income and Mental Disorders","year":2011,"lang":"en","type":"article","venue":"Archives of General Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":678,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Population; Mood; Mood disorders; Anxiety; Psychiatry; Mental illness; Demography; Mental health; Confounding; Household income; Psychology; Medicine; Environmental health; Internal medicine","score_opus":0.08323603032891394,"score_gpt":0.359679845282629,"score_spread":0.27644381495371506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981839354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95076954,0.0005284765,0.000065420914,0.0016829271,0.00054851576,0.00028097208,0.000050798004,0.000050587754,0.04602274],"genre_scores_gemma":[0.99363023,0.000114714356,0.004222633,0.00013005997,0.0002527222,0.00002198463,0.000018418725,0.000019844849,0.001589407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901617,0.0001489244,0.00033034058,0.0001734256,0.000088900015,0.00024226375],"domain_scores_gemma":[0.9994126,0.0002021827,0.00013277464,0.00017173565,0.000005414255,0.0000752938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009904267,0.00011747319,0.00017979408,0.00010312178,0.0005003606,0.0000014613605,0.00011409251,0.000053333333,0.000033261327],"category_scores_gemma":[0.000016372953,0.000100296915,0.00005859381,0.00006929334,0.00016847001,0.00006727787,0.00015233463,0.00022547053,0.000008735932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003674186,0.000029622286,0.96827865,0.00008945625,0.000033645,5.1857917e-8,0.004831788,1.2607717e-7,0.000013286176,0.024558859,0.0014040418,0.0007237175],"study_design_scores_gemma":[0.000549836,0.00008888777,0.9094471,0.0000532011,0.000021359288,1.0411482e-7,0.0006429838,0.0000016322051,0.0000037509005,0.08831879,0.00077251135,0.00009986942],"about_ca_topic_score_codex":0.00039477195,"about_ca_topic_score_gemma":0.0004035006,"teacher_disagreement_score":0.06375993,"about_ca_system_score_codex":0.0000046809846,"about_ca_system_score_gemma":0.000034697834,"threshold_uncertainty_score":0.40899897},"labels":[],"label_agreement":null},{"id":"W1981873058","doi":"10.1525/sop.2012.55.4.557","title":"How Did Work Attitudes Change in Reform-Era China? Age, Period, and Cohort Effects on Work Centrality","year":2012,"lang":"en","type":"article","venue":"Sociological Perspectives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Centrality; China; Period (music); Cohort; Work (physics); Cohort effect; Demographic economics; Demography; Cohort study; Psychology; Geography; Sociology; Economics; Medicine; Statistics","score_opus":0.08968352119703364,"score_gpt":0.41416191990660545,"score_spread":0.3244783987095718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981873058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655746,0.0067875455,0.00000194511,0.019627225,0.00041575858,0.0011745128,0.0000058893265,0.00013793746,0.00627457],"genre_scores_gemma":[0.99550223,0.0011642603,0.00006075692,0.0006316315,0.0012691397,0.0005263704,0.000009582865,0.000017272445,0.0008187473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973979,0.00088035286,0.00020796206,0.00042716874,0.00018544831,0.00090116967],"domain_scores_gemma":[0.99900836,0.0004897539,0.00010105336,0.00019178035,0.000037273247,0.00017176266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007618515,0.00027920917,0.0005236592,0.00005376517,0.00085650437,0.000018904904,0.000119645294,0.0003457081,0.00010463177],"category_scores_gemma":[0.00043486798,0.00017746988,0.000101247635,0.000167192,0.00043667696,0.00019466934,0.00020846578,0.0010357134,0.000035860092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012884685,0.00019542742,0.9193245,0.000065417014,0.000059571506,0.000008537663,0.068273626,2.266753e-8,0.0000089849245,0.010831842,0.00037067223,0.0007325172],"study_design_scores_gemma":[0.0004910035,0.00016514915,0.9816599,0.00019434962,0.00001680988,2.1557088e-7,0.015527824,5.796603e-8,0.0000023808411,0.0011116193,0.0006092864,0.00022143454],"about_ca_topic_score_codex":0.0002063184,"about_ca_topic_score_gemma":0.00006228432,"teacher_disagreement_score":0.062335335,"about_ca_system_score_codex":0.00057028665,"about_ca_system_score_gemma":0.00001214563,"threshold_uncertainty_score":0.7237012},"labels":[],"label_agreement":null},{"id":"W1981931283","doi":"10.7202/050477ar","title":"Job Security in Canada","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job security; Political science; Computer security; Public relations; Computer science; Engineering; Work (physics)","score_opus":0.0461960875989779,"score_gpt":0.3449408364449384,"score_spread":0.2987447488459605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981931283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85110974,0.0003558629,0.0000069287016,0.02648856,0.0002200819,0.00026276198,0.000017003218,0.00003327918,0.12150579],"genre_scores_gemma":[0.98805255,0.000064547945,0.000030538813,0.00046343173,0.00022432757,0.00004623323,0.000010402251,0.0000083176765,0.011099652],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990139,0.00011898464,0.00032866414,0.00012158646,0.00013497929,0.00028186283],"domain_scores_gemma":[0.99936664,0.00033294526,0.00006582385,0.00013512808,0.00004664302,0.00005280822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016170258,0.00008209971,0.00012171551,0.00006936597,0.00047971786,0.0000020963312,0.000076600816,0.00013289228,0.0011740658],"category_scores_gemma":[0.00013858669,0.00007634833,0.000016140062,0.00027120265,0.00001899491,0.000084399326,0.0000571624,0.00068152405,0.00019757486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002477393,0.000008788321,0.84442896,0.000001155956,0.00000759779,0.0000014822663,0.0014470473,0.00009980387,7.2519646e-7,0.0034027505,0.14806862,0.0025305687],"study_design_scores_gemma":[0.00038291898,0.000004642757,0.35036206,0.00005434491,0.0000064840615,2.0877897e-7,0.005332973,0.00014271493,0.000006470925,0.00043462688,0.64317197,0.00010058074],"about_ca_topic_score_codex":0.7785512,"about_ca_topic_score_gemma":0.9852611,"teacher_disagreement_score":0.49510336,"about_ca_system_score_codex":0.0007654044,"about_ca_system_score_gemma":0.0015347804,"threshold_uncertainty_score":0.999739},"labels":[],"label_agreement":null},{"id":"W1983075724","doi":"10.1016/j.socscimed.2003.09.033","title":"The impact of job strain on social isolation: a longitudinal analysis of French workers","year":2003,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Job strain; Psychosocial; Social isolation; Job control; Isolation (microbiology); Gerontology; Cohort; Psychology; Demographic economics; Longitudinal study; Work (physics); Medicine; Economics; Psychiatry","score_opus":0.09518942019530637,"score_gpt":0.48026965803190547,"score_spread":0.3850802378365991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983075724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502847,0.00010074396,0.000061349056,0.0037823056,0.00026936518,0.00021784868,0.000016259155,0.000011902832,0.04525551],"genre_scores_gemma":[0.99922997,0.000016601103,0.0000031964717,0.00005273768,0.00027744911,0.000008773049,0.0000028487527,0.000003730505,0.00040466787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980401,0.00024483615,0.00043425933,0.00017846625,0.00069798325,0.00040438093],"domain_scores_gemma":[0.9987112,0.00042560263,0.00035287827,0.000115815914,0.0003324856,0.00006199488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025851605,0.00010414192,0.00038507307,0.00020166532,0.002365948,0.0000035185851,0.00021802596,0.00006484018,0.00043783372],"category_scores_gemma":[0.0006878058,0.00005694201,0.00016199096,0.0029311522,0.0018060965,0.00006221588,0.000028352615,0.00021417285,0.0000023655296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002047269,0.000022217544,0.9542145,0.000006225722,0.0002085302,2.774056e-7,0.029129462,0.000004550521,0.00028168142,0.008951789,0.005736526,0.0014237385],"study_design_scores_gemma":[0.00034976765,0.00014900787,0.988386,0.00003363967,0.00018935757,2.755942e-8,0.009217414,0.000015668804,0.0000033663462,0.0014182148,0.00018587224,0.000051662017],"about_ca_topic_score_codex":0.0017992142,"about_ca_topic_score_gemma":0.00057380105,"teacher_disagreement_score":0.048945278,"about_ca_system_score_codex":0.0001868507,"about_ca_system_score_gemma":0.00042198732,"threshold_uncertainty_score":0.99893284},"labels":[],"label_agreement":null},{"id":"W1983225389","doi":"10.1108/00400910210416192","title":"The reluctant workforce: undergraduates’ part‐time employment","year":2002,"lang":"en","type":"article","venue":"Education + Training","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Part-time employment; Workforce; Quarter (Canadian coin); Working time; Metropolitan area; Working hours; Term (time); Full-time; Work time; Work (physics); Psychology; Demographic economics; Duration (music); Medical education; Labour economics; Political science; Economics; Engineering; Medicine; Law; Geography","score_opus":0.1616775692672014,"score_gpt":0.41326192902283254,"score_spread":0.25158435975563115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983225389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17382017,0.0072524888,0.00006505911,0.29110003,0.009175604,0.0016758454,0.000009887385,0.00060151075,0.5162994],"genre_scores_gemma":[0.6365303,0.0010019324,0.00021479085,0.004296084,0.0022246717,0.0007709674,0.000040530085,0.0000431517,0.3548776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983013,0.00023496067,0.00045515745,0.00022825929,0.00023710156,0.00054319337],"domain_scores_gemma":[0.9986889,0.00059150136,0.00019474064,0.0003048757,0.000114858354,0.00010515661],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005662256,0.00015516418,0.00016164128,0.000048708403,0.0028306446,0.00002891792,0.00017110161,0.00007247004,0.0013308086],"category_scores_gemma":[0.0002521986,0.00010849819,0.000060214355,0.00022609014,0.0000820185,0.000098491924,0.000053594238,0.00033621467,0.0009289197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010729058,0.00010949509,0.018262222,0.000018082228,0.00006406043,6.137288e-7,0.056642905,0.0000031048946,0.000023839544,0.028721323,0.7283744,0.16776921],"study_design_scores_gemma":[0.0002465546,0.00003848442,0.009199973,0.00018073744,0.000020944817,9.252659e-7,0.022452923,0.0000550382,0.0000035420248,0.003659377,0.96398544,0.00015603821],"about_ca_topic_score_codex":0.000030510997,"about_ca_topic_score_gemma":0.000024629078,"teacher_disagreement_score":0.46271014,"about_ca_system_score_codex":0.00014775436,"about_ca_system_score_gemma":0.00017326631,"threshold_uncertainty_score":0.99984896},"labels":[],"label_agreement":null},{"id":"W1984187053","doi":"10.1080/08263663.2004.10816852","title":"The Hypermobile, The Mobile, And The Rest: Patterns of Inclusion and Exclusion in An Emerging North American Migration Regime","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Inequality; Inclusion–exclusion principle; Inclusion (mineral); Demographic economics; Labour economics; Political science; Economics; Sociology; Economic geography; Gender studies; Law","score_opus":0.0409370073969958,"score_gpt":0.3296651188106376,"score_spread":0.2887281114136418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984187053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97963977,0.00596623,0.0000074730415,0.013332874,0.00016579911,0.0006778364,0.000048211663,0.000008893072,0.00015291791],"genre_scores_gemma":[0.98479176,0.013996631,0.00008424078,0.00079703645,0.0001750126,0.000060289836,0.000006664113,0.00003214003,0.000056235993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970509,0.00079987064,0.0009768481,0.00030186446,0.00018624298,0.00068431033],"domain_scores_gemma":[0.99590224,0.0017450623,0.0010574501,0.00032843996,0.0005669988,0.00039978317],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016255835,0.00032830893,0.0008485645,0.00025872697,0.0032610141,0.000045908335,0.00032807078,0.000044806166,0.0000013306703],"category_scores_gemma":[0.0008183786,0.00017778795,0.00009073715,0.0007220062,0.0030532775,0.00018141586,0.00036891882,0.0005860335,1.4744255e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010454648,0.0000126561445,0.78098327,0.00011684758,0.00015731694,0.000038593003,0.19333978,0.00023163762,0.000025443622,0.004064245,0.000056191588,0.020869507],"study_design_scores_gemma":[0.0010045037,0.00062865316,0.77733946,0.0004188879,0.00011136064,0.00003566606,0.2165866,0.00006106935,0.0000020102004,0.00069848384,0.0029060387,0.00020723305],"about_ca_topic_score_codex":0.21671784,"about_ca_topic_score_gemma":0.9726435,"teacher_disagreement_score":0.75592566,"about_ca_system_score_codex":0.0003682532,"about_ca_system_score_gemma":0.00034358524,"threshold_uncertainty_score":0.99965984},"labels":[],"label_agreement":null},{"id":"W1984939183","doi":"10.1111/j.1564-913x.2003.tb00117.x","title":"Sept indicateurs pour mesurer le travail décent: une comparaison internationale","year":2003,"lang":"fr","type":"article","venue":"Revue internationale du Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science; Economics","score_opus":0.05938741552862741,"score_gpt":0.34463032764081486,"score_spread":0.28524291211218744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984939183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5523268,0.043400288,0.002968241,0.12925372,0.012987786,0.0017248391,0.0006793739,0.00030363034,0.25635532],"genre_scores_gemma":[0.51545805,0.0058662333,0.0004383516,0.0017804974,0.0014428506,0.000167516,0.00024339929,0.00011087553,0.47449225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945657,0.0012896998,0.0015001878,0.00087523676,0.0008057008,0.0009634495],"domain_scores_gemma":[0.9964016,0.0012752693,0.00078570034,0.00046085013,0.0007371515,0.00033939412],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001369252,0.0006294403,0.00078334933,0.00041290664,0.00077680056,0.00008922024,0.00078197254,0.00042110382,0.0059381267],"category_scores_gemma":[0.00078241917,0.0007040116,0.00043361468,0.0005187226,0.0004553912,0.00044970168,0.0001773872,0.001216684,0.004770048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084351035,0.0015704532,0.36041647,0.00054266606,0.0010242069,0.00010115644,0.010542156,0.00014010929,0.00016429985,0.20421791,0.40799725,0.013198995],"study_design_scores_gemma":[0.0025539594,0.00009075517,0.26035228,0.0010001044,0.00012276025,0.000074410076,0.00278184,0.00035251895,0.00017050604,0.002730607,0.72922486,0.00054538756],"about_ca_topic_score_codex":0.0032017904,"about_ca_topic_score_gemma":0.0029544814,"teacher_disagreement_score":0.32122764,"about_ca_system_score_codex":0.00061764405,"about_ca_system_score_gemma":0.0005518412,"threshold_uncertainty_score":0.9995411},"labels":[],"label_agreement":null},{"id":"W1985253962","doi":"10.1177/0306396809354177","title":"‘Do not disturb/please clean room’: hotel housekeepers in Greater Toronto","year":2010,"lang":"en","type":"article","venue":"Race & Class","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Housekeeping; Hotel industry; Work (physics); Immigration; Business; Hospitality industry; Labour economics; Economic growth; Demographic economics; Tourism; Economics; Political science; Engineering; Law","score_opus":0.037876759824864,"score_gpt":0.37421290529849077,"score_spread":0.3363361454736268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985253962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96731454,0.00016154116,0.000008843475,0.008907087,0.0015338139,0.00061499595,0.000029774441,0.00017797691,0.021251397],"genre_scores_gemma":[0.9820359,0.00009318862,0.00006344315,0.002134359,0.00056920183,0.00014759977,0.000012269173,0.000055324195,0.014888761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979673,0.00020451867,0.00043793512,0.00041034684,0.00026688783,0.0007130128],"domain_scores_gemma":[0.9988686,0.0002270788,0.00013066965,0.0005143745,0.00008090267,0.00017836741],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050843344,0.00024548988,0.00036083368,0.000052627336,0.00053256314,0.000018307757,0.00024473158,0.00026312735,0.0011896436],"category_scores_gemma":[0.00018222428,0.00020258894,0.000094523326,0.00009723713,0.0000756012,0.0002291878,0.00020712362,0.0008170791,0.00055666355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022845966,0.00012650745,0.91012573,0.00010513,0.000043288357,0.00003502784,0.015841423,0.000001593347,0.0011535002,0.0022540444,0.06291573,0.007169562],"study_design_scores_gemma":[0.0014850924,0.00006754797,0.7859478,0.00009922098,0.000026943539,8.110592e-7,0.0063973684,0.000019448444,0.00011899787,0.00015029503,0.20536123,0.0003252607],"about_ca_topic_score_codex":0.005173868,"about_ca_topic_score_gemma":0.103336394,"teacher_disagreement_score":0.1424455,"about_ca_system_score_codex":0.00023764295,"about_ca_system_score_gemma":0.00007863654,"threshold_uncertainty_score":0.9997234},"labels":[],"label_agreement":null},{"id":"W1985940611","doi":"10.5539/ibr.v8n4p1","title":"Theoretical Analysis of How to Resolve the Nursing Shortage in Japan","year":2015,"lang":"en","type":"article","venue":"International Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"License; Incentive; Work (physics); Nursing shortage; Wage; Government (linguistics); Business; Economic shortage; Nursing; Labour economics; Economics; Nurse education; Medicine; Political science; Microeconomics","score_opus":0.22997395310125363,"score_gpt":0.5495056387255483,"score_spread":0.3195316856242946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985940611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76151943,0.00007946593,0.00050182163,0.16830453,0.00044313795,0.00047062367,0.0000276449,0.000015371224,0.068638],"genre_scores_gemma":[0.99729836,0.000021367992,0.000074363015,0.00017784967,0.00021701358,0.00010620376,0.000024953317,0.000009680773,0.0020701848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752814,0.0005082632,0.0002856313,0.00020096924,0.0011193526,0.00035762176],"domain_scores_gemma":[0.99630815,0.00114585,0.000047842565,0.00024547908,0.0021707057,0.00008197767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029015646,0.000074582415,0.00020683043,0.0009281606,0.00019538112,0.000022397568,0.00049884745,0.000064509346,0.00046918547],"category_scores_gemma":[0.0030579667,0.000048219634,0.000047583253,0.0025277068,0.00036451573,0.000081763705,0.00030012915,0.00041612,0.000043346932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002748392,0.00012372478,0.75907654,0.000013658205,0.00026932196,0.0000063484167,0.011937571,0.00016206627,0.00014917897,0.21016087,0.016052296,0.0017735789],"study_design_scores_gemma":[0.00029835617,0.000028069102,0.9732642,0.0001794623,0.000031458785,1.723063e-7,0.010616476,0.00069217826,0.000021351618,0.008667056,0.006137932,0.000063287276],"about_ca_topic_score_codex":0.00077319826,"about_ca_topic_score_gemma":0.0010211975,"teacher_disagreement_score":0.23577897,"about_ca_system_score_codex":0.00027625775,"about_ca_system_score_gemma":0.00018385108,"threshold_uncertainty_score":0.51372516},"labels":[],"label_agreement":null},{"id":"W1986645683","doi":"10.1016/j.socscimed.2010.12.024","title":"The deleterious consequences of privatization and outsourcing for hospital support work: The experiences of contracted-out hospital cleaners and dietary aids in Vancouver, Canada","year":2011,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outsourcing; Multinational corporation; Work (physics); Government (linguistics); Nursing; Legislation; Health care; Business; Medicine; Economic growth; Political science; Economics; Finance; Marketing","score_opus":0.03812778440522138,"score_gpt":0.3436526912232489,"score_spread":0.30552490681802746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986645683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399227,0.00025008564,0.00001714992,0.003192859,0.0012885992,0.00056638464,0.0000032132743,0.0000053468707,0.0006841215],"genre_scores_gemma":[0.99947137,0.000101625315,0.000010584644,0.00021346645,0.00008058583,0.000065191976,8.791801e-7,0.0000033702865,0.000052944786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884677,0.00006449379,0.00035599168,0.00014444508,0.00030227046,0.0002860392],"domain_scores_gemma":[0.9990207,0.00043240312,0.00028012609,0.0000644031,0.00015965504,0.000042744126],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010668483,0.000079622994,0.00020872812,0.000029663333,0.0010773186,0.000003106936,0.00017585473,0.000033993405,0.000008871057],"category_scores_gemma":[0.00066135975,0.000041039195,0.000012282287,0.00022601394,0.0036096675,0.00010420746,0.000059914604,0.000099104975,2.0172818e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002872444,0.0000080700065,0.47560084,0.000020212328,0.0000072737444,6.5710606e-7,0.5185791,4.1398863e-8,0.00009678321,0.00044404995,0.0013874461,0.0038267865],"study_design_scores_gemma":[0.0005608993,0.0004978104,0.3745372,0.00012710073,0.000019789375,1.0345377e-7,0.6228547,0.0000047824146,0.00011113476,0.0005977141,0.0006070102,0.00008172139],"about_ca_topic_score_codex":0.050103642,"about_ca_topic_score_gemma":0.13693711,"teacher_disagreement_score":0.10427559,"about_ca_system_score_codex":0.000048021517,"about_ca_system_score_gemma":0.00041345396,"threshold_uncertainty_score":0.99910194},"labels":[],"label_agreement":null},{"id":"W1987736720","doi":"10.5271/sjweh.698","title":"Factors influencing the impact of unemployment on mental health among young and older adults in a longitudinal, population-based survey","year":2003,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Unemployment; Mental health; Depression (economics); Workforce; Psychology; Demography; Population; Young adult; Association (psychology); Longitudinal study; Gerontology; Psychological distress; Medicine; Psychiatry; Environmental health","score_opus":0.04516438690840037,"score_gpt":0.36228102126610406,"score_spread":0.3171166343577037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987736720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949521,0.0016752324,0.000023305782,0.0019021673,0.0002485064,0.0011272128,0.000042684213,0.0000067536894,0.000022044584],"genre_scores_gemma":[0.99871486,0.0008553218,0.00003281551,0.00024899264,0.000038085942,0.00001526868,0.0000265496,0.00003047131,0.00003763665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951035,0.001916839,0.0014658993,0.00026662904,0.00055109436,0.0006960407],"domain_scores_gemma":[0.99707663,0.00051279465,0.0017341907,0.00025446672,0.000032236203,0.00038967349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032553857,0.00031301496,0.00075351726,0.0002713502,0.0008996987,0.000011050938,0.00014954808,0.000083153514,0.00015026385],"category_scores_gemma":[0.00011179001,0.00019307267,0.00015656985,0.00032311972,0.000115025454,0.000116843825,0.000041557574,0.00068698457,0.0000020291004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002632021,0.00023463364,0.9879255,0.000101553065,0.000061020244,0.0000016679655,0.009494124,0.0005844142,5.336948e-7,0.000014735819,0.0009432492,0.00037532224],"study_design_scores_gemma":[0.0020637577,0.0011161105,0.9910133,0.0024681434,0.000008145644,0.00000126852,0.0031349212,0.0000061673704,0.0000015993753,0.000026141006,0.000021150632,0.00013931542],"about_ca_topic_score_codex":0.013446601,"about_ca_topic_score_gemma":0.001802072,"teacher_disagreement_score":0.011644529,"about_ca_system_score_codex":0.0021946449,"about_ca_system_score_gemma":0.00037039054,"threshold_uncertainty_score":0.99312294},"labels":[],"label_agreement":null},{"id":"W1987759114","doi":"10.1007/s12552-011-9057-z","title":"Immigrant Group Differences in Job Satisfaction","year":2011,"lang":"en","type":"article","venue":"Race and Social Problems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Job satisfaction; Immigration; Demographic economics; Ethnic group; Psychology; China; Population; Job attitude; Survey data collection; Social work; Demography; Social psychology; Job performance; Geography; Political science; Sociology; Economics","score_opus":0.08830433154209631,"score_gpt":0.34772343412675283,"score_spread":0.2594191025846565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987759114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928239,0.00062967866,0.000064967084,0.0010638186,0.00026356833,0.00034397034,0.0000035231308,0.00006226753,0.004744288],"genre_scores_gemma":[0.9978436,0.0007826373,0.00002035367,0.00011777245,0.00013322585,0.000097718934,0.0000027885399,0.000007641582,0.0009942534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917793,0.00015579088,0.00020589994,0.00013915445,0.00008341504,0.0002377889],"domain_scores_gemma":[0.99978673,0.00008610755,0.000050156454,0.000036301462,0.000018753872,0.000021966003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026447282,0.00008330693,0.00017945479,0.00004707095,0.00066506735,0.000006287437,0.000032375832,0.000108810906,0.00015217396],"category_scores_gemma":[0.000008553149,0.00006557814,0.00002514942,0.00007421987,0.000052677686,0.00013327194,0.000034347526,0.0002202997,0.000019962574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001626929,0.000010258187,0.9062106,0.000109296474,0.000013842123,0.0000011432843,0.07689633,5.1947984e-9,0.000059815255,0.008955263,0.00049588404,0.0072313123],"study_design_scores_gemma":[0.00028316703,0.000039864946,0.98710704,0.000082964005,0.0000073984293,9.368318e-8,0.00696377,0.0000047197545,9.679039e-7,0.0036503987,0.0017753844,0.00008421168],"about_ca_topic_score_codex":0.011503189,"about_ca_topic_score_gemma":0.016632931,"teacher_disagreement_score":0.08089648,"about_ca_system_score_codex":0.00002899064,"about_ca_system_score_gemma":0.000019351735,"threshold_uncertainty_score":0.9950793},"labels":[],"label_agreement":null},{"id":"W1988309956","doi":"10.1016/j.ijlp.2007.06.004","title":"Precarious employment conditions affect work content in education and social work: Results of work analyses","year":2007,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Affect (linguistics); Casual; Context (archaeology); Psychology; Pride; Work (physics); Temporary work; Interpersonal relationship; Social psychology; Hostility; Occupational safety and health; Medicine; Political science; Engineering","score_opus":0.1039934867947638,"score_gpt":0.47376128013525765,"score_spread":0.3697677933404938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988309956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694728,0.003080388,0.000039324197,0.017541975,0.0035744996,0.00018708713,0.000022371863,0.0000068892728,0.006074613],"genre_scores_gemma":[0.996945,0.0001705265,0.00032480768,0.0011498776,0.0007666811,0.00000674042,0.000014928562,0.0000080912805,0.00061332143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845594,0.00015747806,0.00082127133,0.000112892,0.00028503494,0.00016735509],"domain_scores_gemma":[0.9985468,0.00038909467,0.00060203084,0.000053649463,0.00034879326,0.00005965247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008624614,0.00010609439,0.00024532623,0.00020800954,0.00025960882,0.000013439083,0.00011078173,0.000089963636,0.000031310527],"category_scores_gemma":[0.00004761342,0.00008631158,0.000080104895,0.00015050011,0.00009794399,0.000090311834,0.000049599927,0.0003483582,0.0000017606901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016974312,0.00039570266,0.9519096,0.000032042073,0.00035457773,0.0000048132865,0.0077874153,0.0000032695252,0.000030594652,0.015725235,0.017638946,0.0044203713],"study_design_scores_gemma":[0.002057347,0.00010864038,0.9733076,0.0009175137,0.00006275339,0.0000050155472,0.0027114977,1.06913404e-7,0.000012982543,0.0028889738,0.01783573,0.000091849855],"about_ca_topic_score_codex":0.00029822282,"about_ca_topic_score_gemma":0.000893716,"teacher_disagreement_score":0.027472174,"about_ca_system_score_codex":0.0000760858,"about_ca_system_score_gemma":0.00012751756,"threshold_uncertainty_score":0.3519684},"labels":[],"label_agreement":null},{"id":"W1988886503","doi":"10.1057/jphp.2014.11","title":"Commentary: How China protects workers’ health and safety: A comparison with the United States","year":2014,"lang":"en","type":"letter","venue":"Journal of Public Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Public health law; China; Journal of Public Health; Public health; Health care reform; Environmental health; Social policy; Medical sociology; Healthcare policy; International health; Health policy; Occupational safety and health; Political science; Public health policy; Medicine; Law; Nursing","score_opus":0.11667559826056234,"score_gpt":0.4353253729770193,"score_spread":0.31864977471645695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988886503","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002413747,0.0017879832,0.0008431228,0.9917361,0.00041893523,0.002448328,0.00008181343,0.00006399402,0.0002059374],"genre_scores_gemma":[0.0037921728,0.0030037009,0.00018438294,0.98086905,0.010503504,0.00009850588,0.00035110224,0.000116515155,0.001081081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98710376,0.007593933,0.0017733345,0.00034631442,0.0010606026,0.0021220818],"domain_scores_gemma":[0.9909205,0.0014453498,0.005589585,0.00052075385,0.00056870835,0.0009551318],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0073579806,0.00061669643,0.001939877,0.0012210686,0.0033015653,0.00012876454,0.0006427769,0.00046970134,0.000032160693],"category_scores_gemma":[0.00045151194,0.00033862106,0.00014766143,0.0010486259,0.0003685419,0.00023001952,0.0002653945,0.008021135,0.000006895788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008559942,0.000049822065,0.011450947,0.0018676899,0.00036053415,0.000012167559,0.025906272,0.0000019931026,1.7263122e-8,0.00020302965,0.9552183,0.0048436397],"study_design_scores_gemma":[0.002024656,0.0021418885,0.007190521,0.0018619412,0.000026038877,0.000041734518,0.009097378,0.00002025114,1.9214454e-8,0.00014479077,0.97717947,0.00027130963],"about_ca_topic_score_codex":0.023593994,"about_ca_topic_score_gemma":0.0013181579,"teacher_disagreement_score":0.022275837,"about_ca_system_score_codex":0.0019413523,"about_ca_system_score_gemma":0.0060079335,"threshold_uncertainty_score":0.9999066},"labels":[],"label_agreement":null},{"id":"W1989438943","doi":"10.1057/jphp.2011.62","title":"Medicine and public health at the end of empire by Howard Waitzkin","year":2012,"lang":"en","type":"article","venue":"Journal of Public Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Public Health; University of Toronto","funders":"","keywords":"Public health law; Medical sociology; Public health; Empire; Journal of Public Health; Healthcare policy; Social policy; Health care reform; International health; Health policy; Political science; Public health policy; Public health care; Environmental health; Law; Public administration; Medicine; Nursing","score_opus":0.25735659150420276,"score_gpt":0.5138421273274456,"score_spread":0.25648553582324285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989438943","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1796606,0.021338126,0.000075167016,0.79494596,0.0007471215,0.00044426598,0.000051553103,0.000020019415,0.0027171813],"genre_scores_gemma":[0.9180155,0.011080604,0.00005455884,0.065292805,0.0037006163,0.000020174612,0.0000146745915,0.00003861501,0.0017824847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924955,0.002659874,0.0020525954,0.00016008904,0.0008175461,0.0018143915],"domain_scores_gemma":[0.9936447,0.0011251679,0.0027440232,0.0003275083,0.00046758098,0.0016909968],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014362614,0.00024626128,0.0009753719,0.0005364759,0.0015669434,0.000011707548,0.00034263678,0.00014737059,0.0005809045],"category_scores_gemma":[0.0023773138,0.00013947277,0.00011041181,0.0006145285,0.000512526,0.00048579543,0.00030369032,0.00091549195,0.000017286415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014890648,0.00014402422,0.1949937,0.00052638527,0.00011507753,4.78247e-7,0.039337665,2.9094698e-8,0.000018805844,0.01191006,0.6969305,0.056008343],"study_design_scores_gemma":[0.0012168288,0.0005571489,0.12558116,0.00019798768,0.000008785316,0.000027166076,0.009522681,7.990806e-7,0.000001126106,0.00020633037,0.8625916,0.00008833257],"about_ca_topic_score_codex":0.0076484224,"about_ca_topic_score_gemma":0.0008666867,"teacher_disagreement_score":0.73835486,"about_ca_system_score_codex":0.0013027407,"about_ca_system_score_gemma":0.0039016043,"threshold_uncertainty_score":0.99973285},"labels":[],"label_agreement":null},{"id":"W1989680493","doi":"10.2190/hs.41.1.c","title":"Work or Place? Assessing the Concurrent Effects of Workplace Exploitation and Area-of-Residence Economic Inequality on Individual Health","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Residence; Inequality; Social determinants of health; Psychological intervention; Health equity; Social inequality; Psychology; Demographic economics; Environmental health; Public health; Gerontology; Medicine; Nursing; Economics","score_opus":0.0750122606034821,"score_gpt":0.46937105510647054,"score_spread":0.39435879450298844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989680493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729729,0.0014588453,0.00009121229,0.021595929,0.0034351198,0.00036231196,0.00002030215,0.000008011104,0.00005536578],"genre_scores_gemma":[0.9964735,0.00077957904,0.00021661914,0.0021182094,0.00035323,0.000012680052,0.000006610107,0.000009803657,0.000029748402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971945,0.00064606994,0.0013179238,0.0001275132,0.00049286906,0.00022110797],"domain_scores_gemma":[0.9930506,0.0034247097,0.0029609583,0.00011415965,0.00035253345,0.0000970748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029620703,0.00012937082,0.00041677238,0.00016254172,0.0003268604,0.000025040876,0.00037560044,0.00006455102,0.000048444697],"category_scores_gemma":[0.00016742735,0.0000800639,0.00005317815,0.00008286391,0.00007531367,0.00029777174,0.00012051061,0.00055976934,0.0000028896409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056403835,0.00019666231,0.9020863,0.0024946805,0.0003056272,0.0000045359047,0.04203161,0.00008788928,0.000050221788,0.002729614,0.002777992,0.046670813],"study_design_scores_gemma":[0.0015756453,0.0005293781,0.97909313,0.006917492,0.000021614816,0.0000060277284,0.009241896,0.000048195867,0.000078471254,0.0007094842,0.0016834739,0.00009520172],"about_ca_topic_score_codex":0.0007072062,"about_ca_topic_score_gemma":0.0013244527,"teacher_disagreement_score":0.0770068,"about_ca_system_score_codex":0.00012664094,"about_ca_system_score_gemma":0.0007370188,"threshold_uncertainty_score":0.32649112},"labels":[],"label_agreement":null},{"id":"W1989737859","doi":"10.1111/j.1564-9148.2014.00218.x","title":"El debate sobre la flexibilidad laboral en la India. Argumentos en contra de los acuerdos voluntarios","year":2014,"lang":"es","type":"article","venue":"Revista Internacional del Trabajo","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.016492303259297014,"score_gpt":0.36560761502503486,"score_spread":0.34911531176573785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989737859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95446575,0.0023123403,0.0014041595,0.01190308,0.001094198,0.0019995333,0.0011282848,0.00034142015,0.025351213],"genre_scores_gemma":[0.9799613,0.003426414,0.0003027204,0.003326194,0.001794582,0.00027033789,0.00018511445,0.00016755755,0.010565817],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99154764,0.0038256526,0.0014789116,0.00095287076,0.0007957242,0.001399175],"domain_scores_gemma":[0.9942748,0.003565815,0.00059628655,0.0006776703,0.00035869825,0.00052673585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002974472,0.00088812405,0.0012379352,0.00029057843,0.0006870996,0.00026654833,0.00095785555,0.0008582161,0.0008003912],"category_scores_gemma":[0.00096071843,0.00079114124,0.0005271093,0.00027781466,0.00032097616,0.00036079556,0.00058604876,0.0021377623,0.0009533604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078740256,0.00096869154,0.48874685,0.003791433,0.0016122409,0.0002730714,0.012889265,0.000012322455,0.0014724518,0.43578348,0.034767576,0.018895218],"study_design_scores_gemma":[0.003368578,0.00041027882,0.23756757,0.0056477035,0.00047804142,0.00006170404,0.0011542597,0.00059209653,0.00014231777,0.0021390673,0.74744165,0.0009967407],"about_ca_topic_score_codex":0.00075712,"about_ca_topic_score_gemma":0.00024491898,"teacher_disagreement_score":0.7126741,"about_ca_system_score_codex":0.00072245934,"about_ca_system_score_gemma":0.00057024974,"threshold_uncertainty_score":0.9998245},"labels":[],"label_agreement":null},{"id":"W1989772300","doi":"10.7202/051115ar","title":"Temps partiel et précarité","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08175209949915381,"score_gpt":0.3823954351175132,"score_spread":0.30064333561835943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989772300","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07119881,0.026598554,0.00048021352,0.5996241,0.0023852363,0.0010007502,0.00016001292,0.00024142262,0.29831094],"genre_scores_gemma":[0.49643418,0.0027533772,0.00070766243,0.002075875,0.0018414005,0.00010496362,0.00006943411,0.000048907892,0.4959642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970077,0.0008043228,0.0008051338,0.0003587737,0.0002968225,0.0007272266],"domain_scores_gemma":[0.99773675,0.0011904044,0.00025572258,0.00041434405,0.00019703018,0.00020575682],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008202071,0.0002983472,0.00032899503,0.00015973876,0.001563276,0.000032734464,0.00018122986,0.001148527,0.0058753975],"category_scores_gemma":[0.0006228101,0.00030181606,0.00012745066,0.00053795055,0.0002460758,0.00046214493,0.00021371253,0.0021901603,0.0055053956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000108092845,0.00022425159,0.083678804,0.000013572393,0.00013528294,0.0000034481304,0.0096181,0.00047586308,0.0000037720392,0.16691919,0.6807669,0.058149997],"study_design_scores_gemma":[0.00069589284,0.00006238763,0.016489599,0.0004749646,0.00014414814,0.0000028571592,0.006014242,0.00026414578,0.000027189368,0.0014546082,0.9740711,0.00029885085],"about_ca_topic_score_codex":0.00053609075,"about_ca_topic_score_gemma":0.0008810806,"teacher_disagreement_score":0.5975482,"about_ca_system_score_codex":0.00025303388,"about_ca_system_score_gemma":0.0005666884,"threshold_uncertainty_score":0.9999434},"labels":[],"label_agreement":null},{"id":"W1990054275","doi":"10.1108/01437720910973034","title":"Workplace responses to vacancies and skill shortages in Canada","year":2009,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Overtime; Economic shortage; Originality; Work (physics); Business; Probit model; Labour economics; Order (exchange); Ordered probit; Wage; Economics; Demographic economics; Actuarial science; Psychology; Finance; Engineering; Social psychology; Econometrics","score_opus":0.024754446887039632,"score_gpt":0.39742037243909173,"score_spread":0.3726659255520521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990054275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94249254,0.00040960452,0.000020323481,0.05242268,0.0011746957,0.00008145883,0.0000073896786,0.0000035886728,0.0033877282],"genre_scores_gemma":[0.9903177,0.00019632353,0.00011824291,0.0053835525,0.00025056207,0.000002294474,5.4110717e-7,0.0000044489148,0.0037263145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989167,0.00008702618,0.00039856622,0.00007415371,0.00035837488,0.00016518062],"domain_scores_gemma":[0.999109,0.00033304753,0.0001459571,0.00004826847,0.00028854987,0.000075146585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036749602,0.000074438234,0.00015440182,0.0001742789,0.00006667022,0.0000084977955,0.00017957078,0.000026849884,0.0001757613],"category_scores_gemma":[0.00027417167,0.000058140522,0.000022402257,0.00006404044,0.000010304833,0.000101922764,0.00005527104,0.00023578454,0.000005012131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050214457,0.000024019362,0.91522634,0.000003735034,0.000048345675,0.00018978748,0.002262346,0.000015704472,0.00006959615,0.00063537667,0.07751727,0.00350532],"study_design_scores_gemma":[0.0004093935,0.000066117755,0.918806,0.00022011308,0.0000042521115,0.000009526764,0.0020914562,0.0000012688804,0.000020247158,0.00048767705,0.07782191,0.00006202762],"about_ca_topic_score_codex":0.056335792,"about_ca_topic_score_gemma":0.4851164,"teacher_disagreement_score":0.4287806,"about_ca_system_score_codex":0.00038878896,"about_ca_system_score_gemma":0.00044511218,"threshold_uncertainty_score":0.94994813},"labels":[],"label_agreement":null},{"id":"W1990218738","doi":"10.1007/s10389-009-0262-9","title":"Is parental unemployment related to an increased risk for stillbirths?","year":2009,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute","funders":"","keywords":"Medicine; Logistic regression; Demography; Childbirth; Psychosocial; Unemployment; Pregnancy; Confounding; Psychiatry","score_opus":0.12056295083348247,"score_gpt":0.4679721970820823,"score_spread":0.34740924624859987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990218738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8240713,0.0005544249,0.00091217,0.17147556,0.0009360858,0.0011867422,0.00011457841,0.000067620254,0.0006815355],"genre_scores_gemma":[0.974588,0.00041186556,0.0013378186,0.022296617,0.00056083384,0.000027823768,0.00001879705,0.00002753386,0.0007307294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584025,0.0009994212,0.0015426787,0.00022134329,0.0004854806,0.0009108155],"domain_scores_gemma":[0.9963356,0.00032388975,0.0012668895,0.00025158026,0.0006397765,0.0011822369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058556832,0.0001968754,0.0005943446,0.0003421447,0.0010976396,0.00002558269,0.000274628,0.00012586203,0.00025020188],"category_scores_gemma":[0.00076455844,0.00015028089,0.0001670458,0.00035456446,0.000023662787,0.00033942724,0.00004563947,0.00064046256,0.000034966313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026576407,0.0007759227,0.6110434,0.00010671922,0.00018911084,0.000006813284,0.02547445,0.000006471903,0.000025370384,0.0040426226,0.2748806,0.08318277],"study_design_scores_gemma":[0.0033199438,0.0050868294,0.69674546,0.00020637961,0.000030051717,0.000007578254,0.0059162225,0.000052042014,0.0000049435826,0.0035761062,0.28485364,0.00020084126],"about_ca_topic_score_codex":0.00041309182,"about_ca_topic_score_gemma":0.00014789154,"teacher_disagreement_score":0.1505167,"about_ca_system_score_codex":0.0006125716,"about_ca_system_score_gemma":0.0013165904,"threshold_uncertainty_score":0.8442267},"labels":[],"label_agreement":null},{"id":"W1990257140","doi":"10.2105/ajph.2011.300401","title":"Association of Returning to Work With Better Health in Working-Aged Adults: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"American Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":206,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Unemployment; Medicine; Gerontology; Inclusion (mineral); Work (physics); MEDLINE; Psychology; Environmental health; Social psychology; Political science","score_opus":0.12017745308694902,"score_gpt":0.44227443503153474,"score_spread":0.3220969819445857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990257140","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058699054,0.9264847,0.00012980172,0.06874074,0.00038779355,0.0040794057,0.000016727448,0.00002111007,0.000080994185],"genre_scores_gemma":[0.00024683794,0.98414344,0.000795276,0.013730414,0.00049404183,0.0002858122,0.000023239547,0.00008607734,0.0001948813],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9781225,0.013009535,0.00605658,0.00030836978,0.00098928,0.0015137516],"domain_scores_gemma":[0.97395355,0.0021677054,0.022015948,0.0004680597,0.00057467766,0.0008200837],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026481433,0.0005053372,0.009098724,0.00091896224,0.00034449933,0.000015821244,0.00053570204,0.00015057859,0.000052558473],"category_scores_gemma":[0.001988396,0.00032161776,0.000431121,0.0032281065,0.00006099975,0.00017706689,0.00012417366,0.0024165956,0.000026741436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012261833,0.000071041286,0.012358898,0.6157159,0.00041461,0.0000020783007,0.004841365,2.8718121e-8,5.521714e-10,0.000010680855,0.008446087,0.358127],"study_design_scores_gemma":[0.0002558948,0.0006181998,0.00085174205,0.6734135,0.00032141645,0.000008230847,0.001408908,1.8747668e-8,2.631859e-10,0.0000012162711,0.32294807,0.00017279311],"about_ca_topic_score_codex":0.00043158588,"about_ca_topic_score_gemma":0.0005870312,"teacher_disagreement_score":0.3579542,"about_ca_system_score_codex":0.003954028,"about_ca_system_score_gemma":0.0046121003,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W1990428312","doi":"10.1016/s0828-282x(07)70738-9","title":"Workforce outlook: Confronting a challenge, averting a crisis","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Cardiovascular Society","funders":"","keywords":"Medicine; Workforce; Economic growth","score_opus":0.07188282233566844,"score_gpt":0.37985781145050856,"score_spread":0.3079749891148401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990428312","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3711551,0.008119789,0.013565401,0.027208684,0.0075558256,0.00046528495,0.000014785332,0.00004108534,0.571874],"genre_scores_gemma":[0.9945201,0.000107945954,0.000117290736,0.0012587323,0.0030482232,0.000002938601,0.0000011341967,0.000019045241,0.0009245906],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979625,0.00024637976,0.0007291409,0.00011832217,0.00010643847,0.00083725277],"domain_scores_gemma":[0.9982342,0.00035923094,0.00038582116,0.00013026837,0.00039492254,0.0004955693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021555694,0.00012565336,0.00051398313,0.00028744913,0.0006986172,0.0000053980816,0.0001828641,0.00019825016,0.0000606556],"category_scores_gemma":[0.00051073346,0.00010840456,0.0001737341,0.00010838467,0.000082847844,0.00006985932,0.000026734026,0.00068116246,0.00003717448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006804814,0.0000014365681,0.7708043,0.000047527374,0.00036572738,0.00048714498,0.010996729,0.000072870396,0.00003396105,0.004453905,0.19407924,0.018589158],"study_design_scores_gemma":[0.00071044517,0.00013014233,0.08112348,0.00016661575,0.000068019355,0.000048029204,0.017941898,0.0000019635168,0.0000049483856,0.00097487733,0.89867485,0.00015473862],"about_ca_topic_score_codex":0.0016940676,"about_ca_topic_score_gemma":0.017401962,"teacher_disagreement_score":0.7045956,"about_ca_system_score_codex":0.00023383992,"about_ca_system_score_gemma":0.00066479767,"threshold_uncertainty_score":0.97107035},"labels":[],"label_agreement":null},{"id":"W1992452148","doi":"10.1177/0143831x13505119","title":"Understanding nurses’ work: Exploring the links between changing work, labour relations, workload, stress, retention and recruitment","year":2013,"lang":"en","type":"article","venue":"Economic and Industrial Democracy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Workload; Industrial relations; Work (physics); Human resource management; Employee retention; Balance (ability); Occupational stress; Work–life balance; Business; Public relations; Labour economics; Psychology; Nursing; Political science; Social psychology; Management; Medicine; Engineering; Economics","score_opus":0.41206516742218174,"score_gpt":0.36882490879074675,"score_spread":0.04324025863143499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992452148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613116,0.00047351254,0.00009618355,0.03237526,0.0018567028,0.0016655879,0.0000144118285,0.00007317638,0.0021335988],"genre_scores_gemma":[0.9876733,0.00092022534,0.000030727555,0.00022593152,0.0021315706,0.00042032846,0.000020172174,0.000026224761,0.008551565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982992,0.0002655163,0.0005404109,0.00030607113,0.00007781726,0.00051101076],"domain_scores_gemma":[0.9986416,0.000765152,0.00027307423,0.00017930056,0.000023671173,0.00011716699],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00071558525,0.00019322164,0.00028850476,0.00012965841,0.0022911306,0.00008724589,0.00009726949,0.0002932083,0.00036556763],"category_scores_gemma":[0.00008818062,0.00014965193,0.000045950124,0.00016834408,0.00009438176,0.00053909543,0.00020815991,0.0009775986,0.00014979533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027266076,0.0000056955464,0.92961097,0.000010467305,0.00009585486,3.6114812e-7,0.0027925977,0.000006628165,6.1693504e-7,0.0030905965,0.020998847,0.043360118],"study_design_scores_gemma":[0.0029344093,0.00008884963,0.8889062,0.0018409556,0.00017894643,5.808986e-7,0.035671823,0.000046983278,0.000008840951,0.017495548,0.052281883,0.0005450187],"about_ca_topic_score_codex":0.00018215168,"about_ca_topic_score_gemma":0.000021635686,"teacher_disagreement_score":0.0428151,"about_ca_system_score_codex":0.00033943166,"about_ca_system_score_gemma":0.000043506512,"threshold_uncertainty_score":0.99900776},"labels":[],"label_agreement":null},{"id":"W1992797522","doi":"10.1177/048661340003200315","title":"Book Review: Work and Pay in the United States and Japan","year":2000,"lang":"en","type":"article","venue":"Review of Radical Political Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Work (physics); Political science; Regional science; Library science; Sociology; Engineering; Computer science; Mechanical engineering","score_opus":0.029846189520892484,"score_gpt":0.36738349330166375,"score_spread":0.3375373037807713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992797522","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03537756,0.72257096,5.1563285e-7,0.23676716,0.000028715414,0.00078210287,0.000020304806,0.00001094684,0.00444176],"genre_scores_gemma":[0.0013795296,0.77202785,0.000012077227,0.22599883,0.000056262405,0.000045527624,0.000021758357,0.0000076156407,0.00045057284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821776,0.0004475761,0.0007135511,0.00016830418,0.00005712955,0.0003956679],"domain_scores_gemma":[0.9984845,0.0010663762,0.00007952148,0.00019329687,0.000021079608,0.00015525095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088989217,0.00012647193,0.00056122674,0.00002971767,0.00012844644,0.0000036908077,0.00011416679,0.00006389168,0.0012592822],"category_scores_gemma":[0.00026528328,0.00007011212,0.00005244756,0.000109224165,0.00035261427,0.000048216334,0.000052202104,0.0003509996,0.000035321194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002419441,0.0000867183,0.028766148,0.037182346,0.0000500001,0.0000025845509,0.00041710676,1.9243785e-7,2.5105305e-8,0.15422173,0.750963,0.028285976],"study_design_scores_gemma":[0.00021874449,0.00003577212,0.01015121,0.01293874,0.00005155548,0.0000017614379,0.00006222247,0.0000072062326,6.817912e-8,0.001937366,0.974509,0.00008635465],"about_ca_topic_score_codex":0.00013094193,"about_ca_topic_score_gemma":0.000009186743,"teacher_disagreement_score":0.22354601,"about_ca_system_score_codex":0.000040824198,"about_ca_system_score_gemma":0.000042334228,"threshold_uncertainty_score":0.9996537},"labels":[],"label_agreement":null},{"id":"W1994027159","doi":"10.1080/09687599.2015.1014665","title":"Mental illness in the workplace – psychological disability management","year":2015,"lang":"en","type":"article","venue":"Disability & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Clinical psychology; Mental health","score_opus":0.1073493957694934,"score_gpt":0.4546175524309325,"score_spread":0.34726815666143906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994027159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94649875,0.00012362814,0.000018430834,0.031037968,0.00070159265,0.0017105016,0.000023998242,0.00010942941,0.019775674],"genre_scores_gemma":[0.9957348,0.00008401989,0.00013548844,0.0026328156,0.00019986728,0.0006591972,0.00003491751,0.000011890186,0.00050701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678314,0.0010688305,0.0005246207,0.0005258789,0.00049150654,0.00060603226],"domain_scores_gemma":[0.99849224,0.00053615804,0.00008407743,0.0007297938,0.000047724094,0.0001100139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035867565,0.0002188862,0.00029416775,0.000004084404,0.00077981426,0.000015192352,0.00044466773,0.00016969156,0.00022893092],"category_scores_gemma":[0.0001247123,0.00013324214,0.00024136613,0.00034990156,0.0009597953,0.000115205796,0.0003835108,0.0006250737,0.00012400611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007221685,0.0009642959,0.86446685,0.00009170021,0.00002914383,7.32948e-7,0.054538477,0.000001349723,6.001396e-7,0.001676929,0.07569292,0.0024647815],"study_design_scores_gemma":[0.0010703108,0.00004723417,0.75601,0.000027461158,0.000017977338,2.6632785e-7,0.20068124,0.000012533807,3.8106225e-7,0.005210311,0.036758777,0.00016351609],"about_ca_topic_score_codex":0.0003133801,"about_ca_topic_score_gemma":0.00060357834,"teacher_disagreement_score":0.14614277,"about_ca_system_score_codex":0.00069201575,"about_ca_system_score_gemma":0.00001551282,"threshold_uncertainty_score":0.599778},"labels":[],"label_agreement":null},{"id":"W1995019430","doi":"10.1016/j.socscimed.2012.12.019","title":"A commentary on “A randomized controlled trial to improve health among women receiving welfare in the US: The relationship between employment outcomes and the economic recession”","year":2013,"lang":"en","type":"letter","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; Institute for Work & Health","funders":"","keywords":"Welfare; Propensity score matching; Mental health; Recession; Government (linguistics); Gerontology; Work (physics); Welfare reform; Environmental health; Psychology; Demographic economics; Public economics; Medicine; Economics; Psychiatry","score_opus":0.05013745583697896,"score_gpt":0.4065418125575522,"score_spread":0.3564043567205732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995019430","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28050297,0.000108503824,0.0000016806856,0.6998569,0.002040695,0.01586314,0.000016715569,0.000028048355,0.0015813522],"genre_scores_gemma":[0.41369286,0.00007416766,9.0714065e-7,0.57017154,0.0063502765,0.008494837,0.000023590197,0.000023070013,0.0011687445],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98673296,0.008404794,0.0018874981,0.0006249069,0.0011774051,0.001172427],"domain_scores_gemma":[0.9709899,0.02685859,0.0014079761,0.0005150077,0.00009020147,0.00013831473],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.03447349,0.00047193273,0.0028622285,0.00029045736,0.007682632,0.00007591636,0.0011370769,0.0003219519,0.00017750339],"category_scores_gemma":[0.0051984806,0.00016962661,0.00023488619,0.00043556542,0.0032884567,0.00015515441,0.0003194142,0.0030659668,0.000017823388],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04375612,0.000013881921,0.1065139,0.00004581742,0.00012520376,0.0000011969853,0.14067307,2.74914e-7,4.9627292e-8,0.00094080187,0.70718783,0.0007418379],"study_design_scores_gemma":[0.75898504,0.00037600458,0.13927716,0.0006149504,0.00018755822,1.0807695e-7,0.020831222,0.000004796878,1.5999328e-8,0.004017683,0.075426914,0.00027854662],"about_ca_topic_score_codex":0.01356855,"about_ca_topic_score_gemma":0.0009955415,"teacher_disagreement_score":0.7152289,"about_ca_system_score_codex":0.0015677059,"about_ca_system_score_gemma":0.00044571824,"threshold_uncertainty_score":0.99942404},"labels":[],"label_agreement":null},{"id":"W1995830213","doi":"10.1111/1467-9566.12236","title":"‘Underclassism’ and access to healthcare in urban centres","year":2015,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; Native Mental Health Association of Canada; University of British Columbia; York University","funders":"Canadian Institutes of Health Research","keywords":"Health care; Business; Economic growth; Economics","score_opus":0.1677736796043843,"score_gpt":0.48511877150254,"score_spread":0.31734509189815574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995830213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76394886,0.00508768,0.00003428405,0.22808632,0.0009657548,0.0009904925,0.000024256446,0.000060226153,0.0008021205],"genre_scores_gemma":[0.9846649,0.00047231247,0.00005651423,0.014074852,0.00015708056,0.0001856988,0.000018616385,0.000020572674,0.00034943648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962368,0.0015591102,0.00082889415,0.0003570058,0.00016913972,0.0008490588],"domain_scores_gemma":[0.998459,0.00048337862,0.00031335186,0.00022122434,0.00019283433,0.00033022987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018498775,0.00017721494,0.0007406757,0.00018923951,0.0007213727,0.0000028566935,0.0002239154,0.00026691108,0.000028568165],"category_scores_gemma":[0.00029338835,0.00015403205,0.00003357431,0.00019602847,0.00039796418,0.00010696954,0.0003615365,0.0004965746,0.000025381252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075990865,0.000039180173,0.84312123,0.00045860838,0.000014604614,0.0000016024582,0.093777575,0.000001459014,0.0000011414922,0.006789441,0.05178943,0.0039297654],"study_design_scores_gemma":[0.0015102413,0.0003225321,0.8730846,0.00029849747,0.000005466591,6.451647e-7,0.07041758,0.0000028283794,0.000002800061,0.011715522,0.042438462,0.00020081885],"about_ca_topic_score_codex":0.007563408,"about_ca_topic_score_gemma":0.0058903736,"teacher_disagreement_score":0.22071604,"about_ca_system_score_codex":0.00031956827,"about_ca_system_score_gemma":0.00082096556,"threshold_uncertainty_score":0.9990453},"labels":[],"label_agreement":null},{"id":"W1996424216","doi":"10.1186/1472-6874-4-s1-s3","title":"Multiple Roles and Women's Mental Health in Canada","year":2004,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mental health; Stressor; Socioeconomic status; Distress; Marital status; Psychology; Mental distress; Personal distress; Social support; Medicine; Clinical psychology; Gerontology; Psychiatry; Environmental health; Social psychology; Population","score_opus":0.031605489756996674,"score_gpt":0.3519734420227798,"score_spread":0.32036795226578313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996424216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95777607,0.0013199905,0.000012945616,0.03861088,0.00043192672,0.0011843729,0.000110168796,0.000057559453,0.0004961152],"genre_scores_gemma":[0.9799554,0.0012249773,0.00022295286,0.017256536,0.00011910509,0.00042953822,0.00002838529,0.00003064712,0.00073247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966677,0.0003788524,0.00071839895,0.00035666392,0.00025834897,0.0016200541],"domain_scores_gemma":[0.9987432,0.00018499032,0.00025627375,0.00020653478,0.000027535392,0.00058146496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011077077,0.00021168057,0.00056298333,0.00011340177,0.0011640415,0.0000059970935,0.00011099515,0.000050577175,0.00009997953],"category_scores_gemma":[0.00005590677,0.00019234492,0.000016344997,0.00022155404,0.000041518048,0.00008676236,0.0001426019,0.00037648404,0.000020774385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013122374,0.000079444384,0.90812397,0.0006244002,0.000015840884,0.0000022005815,0.07742153,0.000014940311,0.000002312106,0.00082466175,0.009411903,0.0033475466],"study_design_scores_gemma":[0.005996666,0.00038823078,0.7468179,0.00038005886,7.3842943e-7,0.0000017036059,0.14300138,0.00001478873,9.353631e-7,0.0012376906,0.10186891,0.00029104383],"about_ca_topic_score_codex":0.9178429,"about_ca_topic_score_gemma":0.99434805,"teacher_disagreement_score":0.16130614,"about_ca_system_score_codex":0.012556696,"about_ca_system_score_gemma":0.010872991,"threshold_uncertainty_score":0.99473447},"labels":[],"label_agreement":null},{"id":"W1996818641","doi":"10.1111/j.1541-0064.2001.tb01485.x","title":"Restructuring, gender and employment in flux: a geography of regional change in Cornwall, Ontario","year":2001,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Restructuring; Workforce; Economic geography; Economic restructuring; Identity (music); Sociology; Political science; Gender studies; Geography; Economic growth; Economics","score_opus":0.04900132646152157,"score_gpt":0.2932670827812032,"score_spread":0.24426575631968167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996818641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868174,0.0048255497,1.3786939e-7,0.0012274127,0.0004884579,0.0011822052,0.000074339696,0.000045996752,0.0053384625],"genre_scores_gemma":[0.99242765,0.0050965957,0.000048303624,0.0013399328,0.00011434964,0.000529072,0.0000767425,0.000048915037,0.00031846875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961652,0.00020653242,0.000902105,0.00066906936,0.00028726118,0.0017698451],"domain_scores_gemma":[0.9981927,0.00019712881,0.00024074066,0.00046504548,0.00016417027,0.00074019976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045288543,0.00047624038,0.00071063015,0.0075296736,0.0006215399,0.000017622044,0.00034595272,0.00032181025,0.00030526306],"category_scores_gemma":[0.000044788205,0.0004865735,0.00018743175,0.0037647607,0.0010257994,0.00028614778,0.00012192086,0.0006651546,0.0000028133152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007158544,0.000027311064,0.977119,0.00010594414,0.00010098987,0.00015868682,0.015145287,0.0000013331429,0.0000034485474,0.0037662406,0.0018594813,0.0016406485],"study_design_scores_gemma":[0.0010693345,0.00011296135,0.92388135,0.0003067021,0.000030097848,0.000013530514,0.007861189,0.0000013453139,6.581848e-7,0.0024912045,0.06380194,0.00042970534],"about_ca_topic_score_codex":0.9900936,"about_ca_topic_score_gemma":0.99993956,"teacher_disagreement_score":0.06194245,"about_ca_system_score_codex":0.00032734004,"about_ca_system_score_gemma":0.00036556067,"threshold_uncertainty_score":0.9997586},"labels":[],"label_agreement":null},{"id":"W1996930853","doi":"10.1111/j.1468-0432.2009.00460.x","title":"Gendered, Invisible Work in Non‐profit Social Service Organizations: Implications for Worker Health and Safety","year":2009,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Restructuring; Public relations; Business; Social work; Emotional labor; Scarcity; Economic growth; Political science; Psychology; Social psychology; Economics; Finance","score_opus":0.04944780400484267,"score_gpt":0.3631322619113659,"score_spread":0.3136844579065232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996930853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.604085,0.0034718364,0.05514649,0.32961762,0.00052077154,0.0054024756,0.000068564725,0.00046473255,0.0012224588],"genre_scores_gemma":[0.98567456,0.0007761168,0.0011108742,0.011108163,0.00029755803,0.00006512431,0.0004198353,0.000048449012,0.0004992943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849427,0.000119089185,0.00049542193,0.0003574934,0.0000919868,0.0004417503],"domain_scores_gemma":[0.99900043,0.000118233926,0.00017803385,0.00015085217,0.00043110806,0.00012135096],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00031821395,0.00018339822,0.0002723425,0.00013009906,0.0020886909,0.000029814024,0.00008521284,0.00018019445,0.000056706398],"category_scores_gemma":[0.00013223286,0.00018010613,0.00001346204,0.0025743516,0.000025015113,0.00014764887,0.000085437816,0.00019700434,0.000013630958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054533917,0.000033069682,0.94336843,0.000095612086,0.00002095944,9.032577e-8,0.026524674,0.000007798901,0.000015956115,0.0067808433,0.017100103,0.0059979116],"study_design_scores_gemma":[0.0010542204,0.00002689545,0.98811024,0.00006976861,0.000019029381,4.0330602e-7,0.003939917,0.0000051445422,0.00000328084,0.0034824389,0.0031084344,0.00018023756],"about_ca_topic_score_codex":0.000020873294,"about_ca_topic_score_gemma":0.000087494525,"teacher_disagreement_score":0.38158953,"about_ca_system_score_codex":0.0001329866,"about_ca_system_score_gemma":0.00019641288,"threshold_uncertainty_score":0.9992105},"labels":[],"label_agreement":null},{"id":"W1997013567","doi":"10.2979/fab.2010.3.1.113","title":"Careworkers in the global market: Appraising applications of feminist care ethics","year":2010,"lang":"en","type":"article","venue":"International Journal of Feminist Approaches to Bioethics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University; Sigma Theta Tau International","keywords":"Ethics of care; Order (exchange); Feminist ethics; Care work; Sociology; Political science; Economics; Law; Gender studies; Engineering; Work (physics); Mechanical engineering","score_opus":0.24941249821137224,"score_gpt":0.4772219758900344,"score_spread":0.22780947767866216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997013567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25634673,0.0014236444,0.007260191,0.2603478,0.008709337,0.0032120694,0.00092253304,0.000080915306,0.46169674],"genre_scores_gemma":[0.9922521,0.000059585964,0.003842657,0.0026573045,0.0009602556,0.00008376517,0.00001622798,0.000019008232,0.000109075154],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99658877,0.00048351975,0.0011696446,0.00022531593,0.0012208724,0.00031189612],"domain_scores_gemma":[0.99552506,0.0021877927,0.00087048946,0.0003229094,0.0009782295,0.0001154958],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003974265,0.00020837868,0.00034769718,0.00020330379,0.0004415798,0.000047515718,0.0013834884,0.0005026944,0.000046245448],"category_scores_gemma":[0.001295567,0.00015263195,0.00018445309,0.0004415844,0.00060148636,0.00007755669,0.0002651887,0.003378222,0.000010061954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003925714,0.00026480792,0.69396466,0.0002716805,0.0002458354,0.00002178295,0.12948288,0.000028849547,0.000048808273,0.16376284,0.0035643098,0.007951],"study_design_scores_gemma":[0.0017462141,0.00029411295,0.08304957,0.0009133192,0.00015176136,0.00010947074,0.4917427,0.000038715334,0.00013385189,0.008157462,0.41317272,0.0004900703],"about_ca_topic_score_codex":0.00035341864,"about_ca_topic_score_gemma":0.0023622138,"teacher_disagreement_score":0.73590535,"about_ca_system_score_codex":0.00021016074,"about_ca_system_score_gemma":0.00075842807,"threshold_uncertainty_score":0.99892104},"labels":[],"label_agreement":null},{"id":"W1997123508","doi":"10.2190/rmay-nja9-kfw7-1uew","title":"The Paradoxical Impact of Health Care Restructuring in Canada on Nursing as a Profession","year":2003,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Restructuring; Casual; Government (linguistics); Nursing; Collective bargaining; Power (physics); Nursing shortage; Competition (biology); Health care; Business; Labour economics; Political science; Economics; Medicine; Economic growth; Finance","score_opus":0.02879788380826555,"score_gpt":0.46983039489452244,"score_spread":0.4410325110862569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997123508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97011805,0.005003883,0.0000036587962,0.021443607,0.0022940212,0.00029205042,0.000010177416,0.000004170548,0.0008304092],"genre_scores_gemma":[0.99731773,0.00072665897,0.00004282936,0.0017195769,0.0001481995,0.000005685832,0.0000037856494,0.000011764951,0.000023750714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625444,0.0010566498,0.001418948,0.00011389755,0.00074331,0.00041277488],"domain_scores_gemma":[0.9971984,0.00051553204,0.0016254842,0.000116486764,0.0004297338,0.000114344395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012786795,0.00012990039,0.00037862864,0.00014592122,0.00058367004,0.00000867334,0.0003433463,0.00004445024,0.000030962925],"category_scores_gemma":[0.00007403317,0.000077466146,0.00008086686,0.00011751998,0.000025649982,0.00010156398,0.00003302644,0.00054834026,0.0000019173444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073822343,0.00010277936,0.9082478,0.00050940417,0.00015973666,0.000025530204,0.039070174,0.00035440616,0.000010977443,0.004683107,0.0020942308,0.044003606],"study_design_scores_gemma":[0.0014094295,0.0005328969,0.9098561,0.007131163,0.0000043086643,0.000018249924,0.07470654,0.000016985896,0.000022849737,0.0027114695,0.0034952722,0.00009474405],"about_ca_topic_score_codex":0.5963929,"about_ca_topic_score_gemma":0.5745365,"teacher_disagreement_score":0.04390886,"about_ca_system_score_codex":0.0034318818,"about_ca_system_score_gemma":0.008113682,"threshold_uncertainty_score":0.9975094},"labels":[],"label_agreement":null},{"id":"W1997400404","doi":"10.1016/j.socscimed.2014.07.024","title":"Suicide and the 2008 economic recession: Who is most at risk? Trends in suicide rates in England and Wales 2001–2011","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Recession; Unemployment; Demography; Quarter (Canadian coin); Context (archaeology); Suicide prevention; Poison control; Injury prevention; Medicine; Geography; Economics; Environmental health; Sociology; Economic growth","score_opus":0.049835233688615005,"score_gpt":0.4082150268407483,"score_spread":0.3583797931521333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997400404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94174683,0.0015734831,0.0000010209654,0.04639547,0.00030933996,0.00022163044,0.0000065271515,0.00001430016,0.0097314045],"genre_scores_gemma":[0.99264693,0.0029583299,0.0000025278282,0.0013681389,0.00052364427,0.00003590947,0.000004044615,0.000007795547,0.0024526808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806696,0.00042919494,0.00040556223,0.00033794314,0.00022049886,0.0005398109],"domain_scores_gemma":[0.9987034,0.0008292033,0.00019130495,0.00012329896,0.000041297462,0.0001115028],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044425894,0.00014670499,0.00042316064,0.00020167851,0.0017414765,0.00000921853,0.00018303219,0.00009001255,0.00053504243],"category_scores_gemma":[0.00045719297,0.00008312874,0.000016300695,0.00037051618,0.0022862519,0.00015064122,0.00019423797,0.00032870343,0.000012165419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007140685,0.0000049214436,0.9125955,0.00000888259,0.0000029640273,8.051321e-7,0.05596116,1.5873383e-7,0.00003451498,0.00043596345,0.011155178,0.01972855],"study_design_scores_gemma":[0.0038319125,0.000058996837,0.9769759,0.00017821268,0.000014249239,5.9922195e-7,0.0033308906,0.0001274562,0.000013275155,0.0025688803,0.01279082,0.00010881216],"about_ca_topic_score_codex":0.017848842,"about_ca_topic_score_gemma":0.06781337,"teacher_disagreement_score":0.0643804,"about_ca_system_score_codex":0.00015648657,"about_ca_system_score_gemma":0.00007034848,"threshold_uncertainty_score":0.9995581},"labels":[],"label_agreement":null},{"id":"W1997434452","doi":"10.1177/103530461202300407","title":"‘Low-Skilled’ Work in Canada","year":2012,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec en Outaouais","funders":"","keywords":"Unemployment; Labour economics; Work (physics); Demographic economics; Project commissioning; Sociology; Economics; Publishing; Political science; Economic growth; Law; Engineering","score_opus":0.03336446859716592,"score_gpt":0.3353996296914007,"score_spread":0.3020351610942348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997434452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6766163,0.25324598,0.000003547619,0.030711688,0.0007201681,0.0009781923,0.0000174011,0.000018098177,0.03768861],"genre_scores_gemma":[0.9153853,0.061775617,0.0000130997205,0.0037171936,0.00017917073,0.0001503229,0.0000061414835,0.000009865823,0.018763306],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913526,0.00019095004,0.0003315365,0.00007239996,0.000028088245,0.0002417699],"domain_scores_gemma":[0.9993546,0.00033880855,0.00010085635,0.00014564132,0.00000971322,0.000050403498],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056777487,0.000073900905,0.0002045966,0.000015523481,0.0003980474,0.0000017841993,0.000064075066,0.000025180734,0.0026366662],"category_scores_gemma":[0.000047639245,0.00004764184,0.000019983738,0.0000755097,0.000019849353,0.00007540344,0.00005786011,0.00020864095,0.0006915985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026452146,0.000004601175,0.8542367,0.00027640347,0.0000214615,1.5334003e-7,0.0008807322,0.000006640303,3.2504246e-8,0.03194717,0.108110994,0.004512425],"study_design_scores_gemma":[0.00010219235,0.0000012210705,0.45907682,0.00083672145,0.000017084949,2.9786048e-7,0.000305105,0.0000023258929,3.401046e-8,0.00017767295,0.5394247,0.000055779707],"about_ca_topic_score_codex":0.25889748,"about_ca_topic_score_gemma":0.5261338,"teacher_disagreement_score":0.43131375,"about_ca_system_score_codex":0.00039458548,"about_ca_system_score_gemma":0.0003362085,"threshold_uncertainty_score":0.99827504},"labels":[],"label_agreement":null},{"id":"W1997475855","doi":"10.1016/j.socscimed.2005.05.004","title":"Is migration to Canada associated with unhealthy weight gain? Overweight and obesity among Canada's immigrants","year":2005,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":211,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Overweight; Immigration; Obesity; Weight gain; Medicine; Gerontology; Environmental health; Demography; Sociology; Demographic economics; Political science; Body weight; Economics; Endocrinology","score_opus":0.019984140090067708,"score_gpt":0.3376704746419027,"score_spread":0.317686334551835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997475855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87476945,0.00011214775,0.0000064140936,0.12011903,0.0003949751,0.00046938003,0.000028858285,0.000026220036,0.0040735197],"genre_scores_gemma":[0.97877854,0.000033878805,0.000003500433,0.018328534,0.000645032,0.000029924042,0.000009900091,0.000009424905,0.0021612619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727213,0.00012514325,0.00033652587,0.000355459,0.0011539591,0.0007567774],"domain_scores_gemma":[0.9987797,0.00017722804,0.00019361195,0.000115077855,0.00034930944,0.00038505357],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009265307,0.00016866594,0.00032454962,0.00007370797,0.0032927191,0.000006556533,0.0001845628,0.000067009176,0.00012449331],"category_scores_gemma":[0.00034373783,0.00011686901,0.000010975553,0.0008543054,0.0004401945,0.0001225057,0.00006118314,0.00027309076,0.0000014732514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015083493,0.000011667366,0.8395754,0.000012730524,0.00001224357,0.000003840361,0.02362925,2.457785e-7,0.00003600477,0.00016940731,0.13538735,0.0011467852],"study_design_scores_gemma":[0.0005965223,0.00007764822,0.95970964,0.00017076812,0.000025078825,1.6124822e-7,0.0047147335,0.00002123797,0.000027792059,0.00004028059,0.034467515,0.00014864803],"about_ca_topic_score_codex":0.99717194,"about_ca_topic_score_gemma":0.9999343,"teacher_disagreement_score":0.12013422,"about_ca_system_score_codex":0.0017920037,"about_ca_system_score_gemma":0.0040439884,"threshold_uncertainty_score":0.99800485},"labels":[],"label_agreement":null},{"id":"W1997688069","doi":"10.1007/s10597-011-9469-7","title":"The Association Between Income Source and Met Need Among Community Mental Health Service Users in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"","keywords":"Mental health; Logistic regression; Public health; Environmental health; Medicine; Gerontology; Nursing; Psychiatry","score_opus":0.10814019916759808,"score_gpt":0.37220722612462026,"score_spread":0.26406702695702217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997688069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730632,0.00047322948,0.0000040888435,0.023075584,0.0008701147,0.000990217,0.000095076706,0.00003656517,0.0013919772],"genre_scores_gemma":[0.99126333,0.0006392898,0.00006947249,0.006935679,0.0000800347,0.000028600722,0.00013107875,0.000032881126,0.0008196052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98227876,0.014558686,0.0013151969,0.00011764248,0.0005738491,0.0011558334],"domain_scores_gemma":[0.99595135,0.0015043955,0.0013202531,0.0004679478,0.00016021289,0.0005958506],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01303183,0.00029412427,0.0006463418,0.00013077511,0.025290832,0.00004269627,0.0007217117,0.00014247942,0.00008815023],"category_scores_gemma":[0.00011223685,0.00023937855,0.000057533267,0.00029764103,0.00011249834,0.00030668866,0.00092551456,0.00800945,0.000005212552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007889725,0.00009322253,0.84256154,0.00011066092,0.00009800945,4.857172e-7,0.1427879,3.2876673e-7,5.382905e-7,0.000018917824,0.013158048,0.001091417],"study_design_scores_gemma":[0.0016201359,0.00031519087,0.83091205,0.0005156871,0.0000111514955,0.0000045493334,0.15216285,0.0000030575557,0.0000013403085,0.00021394594,0.014086273,0.00015377153],"about_ca_topic_score_codex":0.99794084,"about_ca_topic_score_gemma":0.99971867,"teacher_disagreement_score":0.025178334,"about_ca_system_score_codex":0.011556965,"about_ca_system_score_gemma":0.002780376,"threshold_uncertainty_score":0.9942791},"labels":[],"label_agreement":null},{"id":"W1997892804","doi":"10.5509/2010832283","title":"Regulating Pacific Seasonal Labour in Australia","year":2010,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workforce; Government (linguistics); Settlement (finance); Exploit; Business; Economic growth; Political science; Economics; Finance","score_opus":0.04475867953149225,"score_gpt":0.3696974606068964,"score_spread":0.32493878107540414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997892804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5937669,0.000035757766,0.000008760119,0.0021637154,0.0017588006,0.0004298219,0.000032115677,0.00015874284,0.40164536],"genre_scores_gemma":[0.9409167,0.000011590075,0.00033792714,0.000014467491,0.0005196294,0.00011030856,0.000020378844,0.00002930522,0.058039695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798465,0.00018843399,0.00045909523,0.0003523493,0.00026941835,0.00074603764],"domain_scores_gemma":[0.9990092,0.00027315374,0.00015159328,0.00033286458,0.00009604239,0.00013718374],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074333337,0.00020940686,0.00028728737,0.00011872347,0.0005880074,0.0000139618605,0.00016215976,0.0002372287,0.0022311844],"category_scores_gemma":[0.0001919624,0.00018442946,0.00007011827,0.00032271357,0.0001163755,0.00013342478,0.000114012524,0.0010923819,0.0009800079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003784485,0.00005414874,0.93785834,0.00011055385,0.000021066307,0.000012178906,0.010547133,0.000001384056,0.0021047478,0.029442178,0.018843276,0.00096714956],"study_design_scores_gemma":[0.001614383,0.00006043487,0.5503355,0.0002638724,0.000019175899,0.0000033509439,0.3589826,0.00007204124,0.00015867343,0.007390346,0.08050878,0.0005908217],"about_ca_topic_score_codex":0.0002575906,"about_ca_topic_score_gemma":0.0012675395,"teacher_disagreement_score":0.38752282,"about_ca_system_score_codex":0.000065786066,"about_ca_system_score_gemma":0.000073109695,"threshold_uncertainty_score":0.9997978},"labels":[],"label_agreement":null},{"id":"W1997915761","doi":"10.1177/0730888413481031","title":"The Impact of Job Insecurity and Job Degradation on the Sense of Personal Control","year":2013,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Job insecurity; Job control; Job attitude; Psychology; Control (management); Demographic economics; Quality (philosophy); Social psychology; Job performance; Job satisfaction; Sense (electronics); Economics; Management; Engineering","score_opus":0.041097884943848424,"score_gpt":0.37289848248089935,"score_spread":0.33180059753705093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997915761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99215376,0.00030147927,0.000022589405,0.0055289175,0.000049576713,0.00046897616,0.000031753472,0.000007826075,0.0014351282],"genre_scores_gemma":[0.9992283,0.00015683945,0.000006836987,0.00012409134,0.000038276277,0.0000625435,0.0000032544847,0.0000037358682,0.00037611718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934065,0.00019900416,0.00018728882,0.000066458335,0.00008530129,0.000121317826],"domain_scores_gemma":[0.998279,0.0013492673,0.00011641293,0.000097305274,0.0001286669,0.00002935985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025611336,0.000065295164,0.000108665205,0.00002404838,0.00096435536,0.000007116834,0.00002979577,0.000039037088,0.0000746245],"category_scores_gemma":[0.00017171583,0.000030180738,0.00003847555,0.00009424464,0.00013623427,0.000040991385,0.000024201001,0.00013469408,0.0000053918184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005563463,0.000015002939,0.97435945,0.000009598291,0.000048450096,3.8883048e-8,0.004786977,8.888809e-7,0.00003075916,0.004643866,0.014970333,0.0010790079],"study_design_scores_gemma":[0.00030997145,0.000068231624,0.99670404,0.000036358742,0.000017689043,9.386393e-8,0.0013648586,0.000059182814,0.0000028392296,0.0011250031,0.0002797534,0.000031999352],"about_ca_topic_score_codex":0.0010927663,"about_ca_topic_score_gemma":0.00031598282,"teacher_disagreement_score":0.022344576,"about_ca_system_score_codex":0.000013155894,"about_ca_system_score_gemma":0.000036888236,"threshold_uncertainty_score":0.74171394},"labels":[],"label_agreement":null},{"id":"W1999595422","doi":"10.1080/17542863.2012.677459","title":"Mental health problems in Thai immigrants in Toronto, Canada","year":2012,"lang":"en","type":"article","venue":"International Journal of Culture and Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Immigration; Psychiatry; Accommodation; Acculturation; General Health Questionnaire; Intervention (counseling); Psychology; Medicine; Renting; Mini-international neuropsychiatric interview; Clinical psychology; Gerontology; Anxiety","score_opus":0.025897673500203763,"score_gpt":0.4117907239614538,"score_spread":0.38589305046125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999595422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81714904,0.058041245,0.000008144298,0.110566214,0.0073037473,0.0010735196,0.00020766575,0.000010929641,0.005639509],"genre_scores_gemma":[0.9802378,0.011080759,0.00006318907,0.007166936,0.0004645228,0.00000984993,0.000039559913,0.0000089566365,0.00092842133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796426,0.00020504204,0.00081951416,0.00009470698,0.00046703077,0.00044945764],"domain_scores_gemma":[0.9991365,0.000030048615,0.0004845003,0.000040878804,0.00007479006,0.00023328357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000841274,0.00012562056,0.0003108883,0.00006722569,0.00020740894,0.0000059957188,0.00013552624,0.00004662283,0.00010005325],"category_scores_gemma":[0.000012954509,0.000092112285,0.000034709923,0.00005302372,0.00001935208,0.00035984596,0.00006689645,0.0003565581,0.0000016311672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113448674,0.00021068417,0.85284245,0.000104469735,0.000053777778,0.000004012348,0.057580434,7.151088e-7,0.000030361382,0.0007299679,0.08182946,0.0065002246],"study_design_scores_gemma":[0.0036391423,0.00030366294,0.6210827,0.0016819448,0.0000023075484,0.000055268883,0.05488871,0.000003815545,0.0000074879213,0.000101731675,0.3180845,0.00014872475],"about_ca_topic_score_codex":0.6516132,"about_ca_topic_score_gemma":0.9557346,"teacher_disagreement_score":0.3041214,"about_ca_system_score_codex":0.0031129401,"about_ca_system_score_gemma":0.00071154186,"threshold_uncertainty_score":0.814023},"labels":[],"label_agreement":null},{"id":"W1999734548","doi":"10.1002/jts.20430","title":"Work limitations in employed persons seeking treatment for chronic posttraumatic stress disorder","year":2009,"lang":"en","type":"article","venue":"Journal of Traumatic Stress","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Posttraumatic stress; Psychology; Psychological intervention; Clinical psychology; Interpersonal communication; Scope (computer science); Work (physics); Anxiety disorder; Psychiatry; Psychotherapist; Anxiety; Social psychology","score_opus":0.1730823016664695,"score_gpt":0.4211223524525019,"score_spread":0.2480400507860324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999734548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846964,0.0021663543,0.0011652417,0.008586527,0.0005721813,0.0013781814,0.00007272408,0.000035120316,0.0013272783],"genre_scores_gemma":[0.9970431,0.00037021242,0.00086658564,0.00013811601,0.0003727951,0.0001151917,0.000016293048,0.000028181217,0.0010495516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975188,0.00024173372,0.0012097528,0.00016688183,0.00030081105,0.000562068],"domain_scores_gemma":[0.9972838,0.0014778648,0.00071631925,0.00020375494,0.00019499524,0.00012324034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694536,0.00025906452,0.00066156604,0.00031603975,0.00053794385,0.000024701523,0.0002211745,0.000119008764,0.000081172126],"category_scores_gemma":[0.00023669383,0.00019226449,0.00026031982,0.00030420974,0.000040746905,0.00020589765,0.000016929127,0.0003369899,0.000009707214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074027025,0.004386344,0.56140953,0.0018247549,0.0011709566,0.00007206087,0.25742227,0.0037808844,0.00017381321,0.0014837414,0.008906864,0.15862852],"study_design_scores_gemma":[0.010853694,0.00417662,0.8847538,0.008722488,0.00048336355,0.00000811165,0.08487276,0.00061884295,0.00004786659,0.002391427,0.0025295338,0.0005414902],"about_ca_topic_score_codex":0.00008831597,"about_ca_topic_score_gemma":0.0025657942,"teacher_disagreement_score":0.3233443,"about_ca_system_score_codex":0.0005776934,"about_ca_system_score_gemma":0.00021853026,"threshold_uncertainty_score":0.78403187},"labels":[],"label_agreement":null},{"id":"W1999847054","doi":"10.17848/9781417524440","title":"Targeting Employment Services","year":2002,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.05481312677294688,"score_gpt":0.3742970843731382,"score_spread":0.3194839576001913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999847054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045273864,0.002891419,0.000011377453,0.001998288,0.0013610518,0.0009161639,0.00003524123,0.0004666108,0.9922746],"genre_scores_gemma":[0.00005363478,0.0013072419,0.00008703731,0.0034120146,0.0019630773,0.00016170868,0.00022873728,0.000095784,0.99269074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977291,0.000117232295,0.0007031554,0.00041941163,0.00038022033,0.00065083685],"domain_scores_gemma":[0.9987769,0.00026560697,0.0003571495,0.00032897617,0.00016575413,0.00010559175],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027272597,0.00039898613,0.00056187453,0.00011118507,0.0010782152,0.000009450642,0.00027342892,0.00051084475,0.020791821],"category_scores_gemma":[0.000011194198,0.00030880395,0.00012930894,0.0000432361,0.00003646342,0.00006497733,0.00044182237,0.000851674,0.009036665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041303742,0.00001495978,0.004007452,0.00069040357,0.0001234368,0.000006809697,0.0018160858,3.3124442e-7,0.0000013189158,0.0049695116,0.9878336,0.0005319286],"study_design_scores_gemma":[0.00026738577,0.000036142486,0.00022106039,0.0007343936,0.00006500545,1.232812e-7,0.0005531986,0.000007770823,3.6295023e-7,0.002374944,0.99540544,0.00033416308],"about_ca_topic_score_codex":0.00020790522,"about_ca_topic_score_gemma":0.00025422318,"teacher_disagreement_score":0.011755156,"about_ca_system_score_codex":0.00030852627,"about_ca_system_score_gemma":0.000120138815,"threshold_uncertainty_score":0.9999364},"labels":[],"label_agreement":null},{"id":"W1999905280","doi":"10.1080/14649365.2014.916991","title":"Challenging labor and work to survive well","year":2014,"lang":"en","type":"article","venue":"Social & Cultural Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Focus (optics); Work (physics); Key (lock); Control (management); Sociology; Economics; Management; Computer science; Engineering; Computer security","score_opus":0.03411631683564533,"score_gpt":0.3725762280675024,"score_spread":0.3384599112318571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999905280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94739634,0.0005601277,0.000011875169,0.02308882,0.0006498931,0.00042120463,0.000011540463,0.00017091814,0.027689306],"genre_scores_gemma":[0.9941234,0.0002115224,0.000053977696,0.0028580173,0.0010499477,0.00008732872,0.000012461395,0.000015388243,0.0015879516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872124,0.00021393894,0.00020025401,0.00023138756,0.00015576722,0.00047739246],"domain_scores_gemma":[0.9994588,0.00012617334,0.00006921146,0.00007766365,0.00015609921,0.00011203872],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027851682,0.0001578088,0.00024280991,0.00007048554,0.0019612594,0.000016891394,0.00009512501,0.00011798504,0.000092458205],"category_scores_gemma":[0.000048782484,0.00011866585,0.00009404991,0.0004215561,0.00008106534,0.00007863796,0.0001450066,0.00026146957,0.0001650379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003405934,0.00001641666,0.92343897,0.000055414916,0.00008153139,5.299122e-7,0.03139735,2.82492e-7,0.000030487407,0.009514376,0.030734058,0.0046965024],"study_design_scores_gemma":[0.00030011314,0.00003688198,0.77066636,0.00005475967,0.000016392776,3.5397242e-8,0.0098711,2.4361174e-7,0.0000019817383,0.0008070169,0.21807729,0.0001678115],"about_ca_topic_score_codex":0.00032504965,"about_ca_topic_score_gemma":0.00024174314,"teacher_disagreement_score":0.18734324,"about_ca_system_score_codex":0.000014830557,"about_ca_system_score_gemma":0.0000061391506,"threshold_uncertainty_score":0.99933803},"labels":[],"label_agreement":null},{"id":"W2000010721","doi":"10.1503/cmaj.090553","title":"The effect of economic recession on population health","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Recession; Business cycle; Development economics; Economics; Population; Global recession; Population health; Key (lock); Economic growth; Health care; Macroeconomics; Environmental health; Medicine; Biology","score_opus":0.014874602339167691,"score_gpt":0.38207866122470185,"score_spread":0.36720405888553415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000010721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5861596,0.00032749964,0.0000047014273,0.40305907,0.0022585425,0.00032696652,0.000008579599,0.000017297312,0.007837759],"genre_scores_gemma":[0.98729557,0.0004030809,0.000003055613,0.010010235,0.001318635,0.000005346437,0.000008200041,0.000006051826,0.00094980345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997517,0.0009819891,0.00052628317,0.0000745111,0.00050294906,0.00039728498],"domain_scores_gemma":[0.99792707,0.00091088767,0.0005070218,0.00007042848,0.000069209455,0.0005153688],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0045974264,0.000073242394,0.00020142176,0.00007798491,0.001818978,0.000010740174,0.00012219245,0.00017985163,0.00046391075],"category_scores_gemma":[0.0012358029,0.00004424196,0.000059296402,0.00006587882,0.000011581882,0.00004846984,0.0000057824664,0.0007574605,0.00009909398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024845289,0.000003014908,0.5224974,0.000006490323,0.00002237977,0.0000020340474,0.00027681584,0.000003204564,3.8019812e-7,0.0012776133,0.3423985,0.13348733],"study_design_scores_gemma":[0.00080863526,0.00053482247,0.7465689,0.00024474942,0.0000064965816,0.0000018822551,0.00021006624,0.00003402341,0.0000022482227,0.00092107034,0.25060803,0.000059047645],"about_ca_topic_score_codex":0.005008315,"about_ca_topic_score_gemma":0.04956683,"teacher_disagreement_score":0.40113598,"about_ca_system_score_codex":0.0018541312,"about_ca_system_score_gemma":0.00097611133,"threshold_uncertainty_score":0.99948055},"labels":[],"label_agreement":null},{"id":"W2001366649","doi":"10.1016/j.ssresearch.2012.10.003","title":"Job-related resources and the pressures of working life","year":2012,"lang":"en","type":"article","venue":"Social Science Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Autonomy; Resource (disambiguation); Job stress; Job attitude; Psychology; Job control; Job analysis; Job performance; Social psychology; Work (physics); Job satisfaction; Computer science; Engineering; Political science","score_opus":0.29550924017429325,"score_gpt":0.5431412968430701,"score_spread":0.24763205666877686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001366649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8074848,0.0025361613,9.4625466e-7,0.010028036,0.00018823089,0.00039821767,9.2637475e-7,0.000017309821,0.17934535],"genre_scores_gemma":[0.9969644,0.00017145657,0.0000049325613,0.0000734811,0.00038773337,0.000042248736,1.564954e-7,0.0000046037226,0.0023510037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688154,0.00104615,0.00020418684,0.00012702786,0.0009528763,0.0007881886],"domain_scores_gemma":[0.99803853,0.0014206363,0.0000718062,0.000105200466,0.0002499939,0.000113830196],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.014715259,0.000049783546,0.00014348702,0.00010832559,0.0057194433,0.000018971541,0.0003304281,0.00006553608,0.000086511944],"category_scores_gemma":[0.0019378264,0.000028187818,0.00002607206,0.0009718502,0.00451181,0.0001364813,0.0006489833,0.00052432064,0.00001877125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060383547,0.000015511161,0.7277094,0.00003365987,0.000017263212,9.8646844e-8,0.13628712,5.304504e-8,0.00030857304,0.12935719,0.0032671941,0.00294355],"study_design_scores_gemma":[0.0005938063,0.000019269337,0.91704565,0.000070179725,0.0000083637415,6.8768635e-8,0.03888029,0.0000069991847,0.000023303317,0.005752832,0.037540194,0.000059064427],"about_ca_topic_score_codex":0.0006494401,"about_ca_topic_score_gemma":0.000040119943,"teacher_disagreement_score":0.18947957,"about_ca_system_score_codex":0.00003804903,"about_ca_system_score_gemma":0.0001716116,"threshold_uncertainty_score":0.9981973},"labels":[],"label_agreement":null},{"id":"W2001779079","doi":"10.1177/0022185607087905","title":"Non-standard Employment and Promotions: A Within Genders Analysis","year":2008,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"McMaster University","keywords":"Promotion (chess); Labour economics; Demographic economics; Part-time employment; Affect (linguistics); Work (physics); Full-time; Working time; Economics; Business; Psychology; Political science; Economic growth; Engineering","score_opus":0.15165623696858474,"score_gpt":0.39893746917182293,"score_spread":0.2472812322032382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001779079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98197794,0.0002228392,0.0016856969,0.012077848,0.0007609312,0.0004539127,0.000021126618,0.000020568581,0.0027791236],"genre_scores_gemma":[0.9957505,0.00020936808,0.0005365689,0.00016137287,0.000615249,0.000017985889,0.000007580497,0.000012517219,0.0026888954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980984,0.00020444568,0.000980444,0.00011558932,0.00038709317,0.00021403702],"domain_scores_gemma":[0.99827653,0.00028807542,0.0007684419,0.000120053075,0.00039489326,0.00015198275],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00091068033,0.00011899023,0.00040493085,0.00047602924,0.0013300054,0.000008415348,0.00008238313,0.00020090729,0.00020671089],"category_scores_gemma":[0.0005268104,0.00009081122,0.00017028602,0.00073332916,0.00009703372,0.00021758309,0.000050426097,0.00086679135,0.000011000426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011304411,0.000053775937,0.94107866,0.0000036461308,0.0012068744,0.000019065526,0.008396417,0.00029195385,0.000014400413,0.00049041706,0.048026107,0.00030564694],"study_design_scores_gemma":[0.0145685375,0.0020259588,0.8704585,0.00074912334,0.005723177,0.000093794195,0.020152468,0.00034466304,0.00006136595,0.0040042363,0.08110176,0.00071643334],"about_ca_topic_score_codex":0.00006196302,"about_ca_topic_score_gemma":0.000097290096,"teacher_disagreement_score":0.070620164,"about_ca_system_score_codex":0.00019159135,"about_ca_system_score_gemma":0.0004064216,"threshold_uncertainty_score":0.99997014},"labels":[],"label_agreement":null},{"id":"W2002058720","doi":"10.2165/00148365-200504020-00004","title":"The Impact of Deficit Reduction on the Nursing Labour Market in Canada","year":2005,"lang":"en","type":"article","venue":"Applied Health Economics and Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Restructuring; Workforce; Unrest; Demographic economics; Health administration; Debt; Labour economics; Nursing research; Medicine; Health economics; Economics; Nursing; Business; Public health; Economic growth; Political science; Finance","score_opus":0.06024334882619523,"score_gpt":0.42639951883000987,"score_spread":0.3661561700038146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002058720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60259295,0.00073352526,7.320035e-7,0.38452202,0.00014058697,0.0010548203,0.000050117113,0.000008900645,0.010896311],"genre_scores_gemma":[0.9682706,0.018551122,0.000018955172,0.012159875,0.0005993544,0.00012665796,0.0000049695395,0.000022421795,0.00024605598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99764925,0.00021785716,0.00093627133,0.00022091193,0.00007261312,0.00090308214],"domain_scores_gemma":[0.9983643,0.0005029377,0.00062181085,0.00027773826,0.000028540897,0.00020462628],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018304489,0.00017093896,0.00040972323,0.00010399874,0.0019029048,0.000008010142,0.00013471262,0.00005979804,0.000035671004],"category_scores_gemma":[0.000023159973,0.000106889456,0.000036254012,0.00015957681,0.0000763191,0.000030834974,0.00004354552,0.00046667058,0.000007132081],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017486123,0.000049679864,0.01738745,0.00017864261,0.000031010244,4.9085767e-8,0.006169434,0.0002898846,6.417496e-7,0.77177507,0.09087061,0.11307264],"study_design_scores_gemma":[0.0012202706,0.00022949468,0.849146,0.00027571642,0.0000028625132,0.0000015551966,0.010955946,0.0004457265,0.0000015916237,0.012005494,0.12551223,0.00020308724],"about_ca_topic_score_codex":0.95767385,"about_ca_topic_score_gemma":0.9158503,"teacher_disagreement_score":0.83175856,"about_ca_system_score_codex":0.0063039255,"about_ca_system_score_gemma":0.0108637735,"threshold_uncertainty_score":0.9993965},"labels":[],"label_agreement":null},{"id":"W2002075237","doi":"10.1037/a0021035","title":"Unraveling the daily stress crossover between unemployed individuals and their employed spouses.","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China; National University of Singapore","keywords":"Stressor; Psychology; Crossover; Distress; Crossover study; Unemployment; Social psychology; Clinical psychology; Medicine; Economics","score_opus":0.04912561902916603,"score_gpt":0.4135860945921908,"score_spread":0.3644604755630248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002075237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98066866,0.00018862654,0.00014966301,0.008711491,0.0014436555,0.0003970573,0.000043617714,0.000033021188,0.008364226],"genre_scores_gemma":[0.9944423,0.00016789061,0.00024682606,0.003158255,0.0017198127,0.000022433038,0.000004615994,0.00004059593,0.00019729786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790156,0.00017137828,0.0009426688,0.00023587231,0.0002297019,0.0005188056],"domain_scores_gemma":[0.9972856,0.0011662965,0.00085040566,0.00035590355,0.00019695559,0.00014483935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015766061,0.00024313397,0.0005732762,0.00015573473,0.000901189,0.000025544095,0.000465055,0.00033354884,0.00020923503],"category_scores_gemma":[0.000091665686,0.00013611939,0.00009730658,0.00017607327,0.0003402657,0.00007769144,0.00018382225,0.0020245607,0.000034991266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003162331,0.00008859453,0.93526304,0.000039404415,0.00046503582,0.0000062948184,0.016891275,0.000001763331,0.0036906085,0.0037098601,0.031646006,0.007881893],"study_design_scores_gemma":[0.0031300932,0.00014111084,0.84929997,0.00005495966,0.00009619671,0.000013779194,0.003358758,3.8521893e-7,0.00021415387,0.014588939,0.12890048,0.00020117906],"about_ca_topic_score_codex":0.000021747872,"about_ca_topic_score_gemma":0.00008981633,"teacher_disagreement_score":0.09725447,"about_ca_system_score_codex":0.000016708673,"about_ca_system_score_gemma":0.000084101084,"threshold_uncertainty_score":0.8795821},"labels":[],"label_agreement":null},{"id":"W2002763905","doi":"10.1111/j.1467-7679.2011.00546.x","title":"The Effects of Economic Crises on Families Caring for Children: Understanding and Reducing Long‐term Consequences","year":2011,"lang":"en","type":"article","venue":"Development Policy Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Retrenchment; Development economics; Economic collapse; Asset (computer security); Economics; Social capital; Economic growth; Natural disaster; Survey data collection; Political science; Geography; Politics","score_opus":0.1799476882301156,"score_gpt":0.4253368960061379,"score_spread":0.2453892077760223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002763905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8034496,0.16959356,0.00013136976,0.005222708,0.00094105955,0.0064968364,0.000016502858,0.00010750144,0.014040888],"genre_scores_gemma":[0.7349252,0.26244643,0.00026254752,0.0012152971,0.00012935943,0.0005269226,0.0000072841603,0.00002293072,0.00046403465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882895,0.000116328556,0.0004885065,0.00018184428,0.00006941553,0.0003149663],"domain_scores_gemma":[0.9987627,0.0007672137,0.0002541474,0.00014213791,0.000026769896,0.000047004298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005024171,0.000151265,0.00034929314,0.00006968646,0.0010514451,0.0000055872542,0.000113668735,0.000037857193,0.000007866491],"category_scores_gemma":[0.00029034453,0.0000965424,0.000047218065,0.00005943151,0.0001530002,0.00005043468,0.000100059944,0.00009458112,0.000007791224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081345635,0.000046655226,0.64476657,0.037899688,0.000808855,0.000002022212,0.031390432,1.8824888e-7,0.0000559505,0.19785935,0.01029438,0.07679454],"study_design_scores_gemma":[0.0012427294,0.00028427152,0.9244218,0.054496877,0.0002353326,0.0000040083482,0.0016213689,3.7398445e-7,0.0015477458,0.0037732879,0.011788091,0.00058410544],"about_ca_topic_score_codex":0.0002875596,"about_ca_topic_score_gemma":0.00016273823,"teacher_disagreement_score":0.27965522,"about_ca_system_score_codex":0.0002038603,"about_ca_system_score_gemma":0.0002682295,"threshold_uncertainty_score":0.8086972},"labels":[],"label_agreement":null},{"id":"W2003178613","doi":"10.1086/668815","title":"The Self-Sufficiency Trap: A Critical Examination of Welfare-to-Work","year":2012,"lang":"en","type":"article","venue":"Social Service Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Welfare; Ideology; Work (physics); Ethnography; Thematic analysis; Affect (linguistics); Welfare reform; Social Welfare; Social work; Sociology; Social policy; Labour economics; Political science; Economic growth; Social psychology; Economics; Psychology; Politics; Qualitative research; Market economy; Social science","score_opus":0.07505659465659313,"score_gpt":0.4437472533222677,"score_spread":0.3686906586656746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003178613","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03297869,0.23633376,0.00006235834,0.60085535,0.0022410287,0.0040532057,0.000024144165,0.00025199982,0.12319949],"genre_scores_gemma":[0.9676227,0.02060074,0.00011085141,0.010028977,0.00088074105,0.00041941795,0.000005867179,0.000025318028,0.00030540346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771744,0.0008102683,0.000519736,0.00012046115,0.0003078619,0.00052424584],"domain_scores_gemma":[0.9986587,0.00056365563,0.00014827601,0.0001654871,0.00036808694,0.00009580086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020831416,0.0001233184,0.00033431774,0.000020027992,0.0019266033,0.0000041043722,0.00021742345,0.000090087175,0.0002819297],"category_scores_gemma":[0.0003708419,0.000080983315,0.00009623283,0.00073653413,0.000038685524,0.00009017915,0.00013232577,0.00023014682,0.0003605208],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022997596,0.00057880225,0.017892456,0.032174136,0.00012186125,6.0592924e-7,0.060213152,1.7930912e-8,0.000019370029,0.68419456,0.025287895,0.17949411],"study_design_scores_gemma":[0.00011502066,0.00003077658,0.2608647,0.001551631,0.00017103118,1.4992582e-7,0.0031201954,2.653539e-7,9.263484e-7,0.00019895681,0.73381394,0.00013238628],"about_ca_topic_score_codex":0.000052346524,"about_ca_topic_score_gemma":0.0000696011,"teacher_disagreement_score":0.934644,"about_ca_system_score_codex":0.00007649167,"about_ca_system_score_gemma":0.000050123745,"threshold_uncertainty_score":0.9993728},"labels":[],"label_agreement":null},{"id":"W2003568999","doi":"10.1093/ije/dyl179","title":"Examining cause-specific mortality effects of economic crisis in a country with rapidly declining total mortality","year":2006,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mortality rate; Demography; Economics; Development economics; Medicine; Socioeconomics; Sociology","score_opus":0.13780419991210427,"score_gpt":0.4564553307424212,"score_spread":0.31865113083031693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003568999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935117,0.0011280108,0.0007898964,0.0012948374,0.0020637715,0.00016530961,0.00001983149,0.000010434843,0.0010162542],"genre_scores_gemma":[0.9975519,0.0003871428,0.00046100645,0.0005513727,0.00095829007,0.00001600631,0.00001454022,0.000014734874,0.000045001827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961211,0.0010689936,0.002032443,0.00021932651,0.00021219139,0.00034594012],"domain_scores_gemma":[0.99216676,0.005505308,0.0018004096,0.00015646298,0.00031066244,0.00006038276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037216372,0.0001653174,0.0008292171,0.0002524085,0.00007850169,0.000003204633,0.00026599495,0.0001536907,0.00010896651],"category_scores_gemma":[0.0009218498,0.00012738556,0.000103972554,0.00006913528,0.0001481833,0.00017260447,0.00009519411,0.0005373172,0.000007672852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020557942,0.000072428884,0.98693824,0.000043094133,0.00042556255,0.00010000241,0.00036706307,0.000664697,0.000071902476,0.006542095,0.004320876,0.00024843318],"study_design_scores_gemma":[0.0016334882,0.00020506339,0.99121517,0.00034672132,0.00005181724,0.00002459851,0.0005823993,0.000036568865,0.000026679621,0.004679803,0.0010910514,0.00010663713],"about_ca_topic_score_codex":0.0020961547,"about_ca_topic_score_gemma":0.0019006634,"teacher_disagreement_score":0.0044363146,"about_ca_system_score_codex":0.00030963507,"about_ca_system_score_gemma":0.00017956435,"threshold_uncertainty_score":0.51946324},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2003827048","doi":"10.1017/s2045796012000534","title":"The nature and correlates of paid and unpaid work among service users of London Community Mental Health Teams","year":2012,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institutes of Health; National Institute for Health and Care Research","keywords":"Unpaid work; Vocational education; Mental health; Turnover; Work (physics); Psychology; Service (business); Educational attainment; Mental health service; Paid work; Sample (material); Gerontology; Psychiatry; Medicine; Business; Pedagogy; Management; Marketing; Engineering; Economics; Economic growth","score_opus":0.06283746659354424,"score_gpt":0.4203654646369315,"score_spread":0.35752799804338725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003827048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90237606,0.06976156,0.0000037674458,0.026139772,0.00089303876,0.00026630922,0.000008117111,0.000010919955,0.0005404857],"genre_scores_gemma":[0.987811,0.00977443,0.00024740119,0.0020088109,0.00007130276,0.000009420356,0.0000028757165,0.000003236037,0.00007149045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626195,0.0025978507,0.00049496343,0.00014057159,0.000079535916,0.00042510423],"domain_scores_gemma":[0.99284524,0.0063782497,0.0005003589,0.00013341206,0.000037005197,0.00010572223],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010396931,0.00011133015,0.00037192818,0.0000638877,0.0038220224,0.000002017977,0.00015970602,0.00017461662,0.000007237442],"category_scores_gemma":[0.00049373804,0.000062442276,0.000024125437,0.0003911798,0.0013484018,0.00011246327,0.00017738105,0.00068360026,7.0949454e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003789658,0.00002279803,0.9811304,0.0001030089,0.000020665799,6.7339747e-9,0.0070060273,5.3610205e-7,5.168845e-7,0.0050841076,0.005532037,0.0010619564],"study_design_scores_gemma":[0.00024623022,0.00018009046,0.9789372,0.000086023225,0.000014119981,9.793406e-7,0.014623042,0.000014272409,4.2288323e-7,0.0043355236,0.0015034827,0.00005861142],"about_ca_topic_score_codex":0.00210521,"about_ca_topic_score_gemma":0.0012861406,"teacher_disagreement_score":0.085435,"about_ca_system_score_codex":0.000009601171,"about_ca_system_score_gemma":0.000054366956,"threshold_uncertainty_score":0.99747485},"labels":[],"label_agreement":null},{"id":"W2005025462","doi":"10.1016/j.socscimed.2006.10.035","title":"Is precarious employment more damaging to women's health than men's?","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":173,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Institute for Work & Health","funders":"","keywords":"Flexibility (engineering); Labour economics; Developing country; Competition (biology); Work (physics); Precarious work; Job insecurity; Economics; Development economics; Demographic economics; Business; Economic growth","score_opus":0.046276491235699255,"score_gpt":0.4418961079348739,"score_spread":0.3956196166991746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005025462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6964306,0.00025459164,0.00007431297,0.24896519,0.0012567579,0.0009919136,0.000008746678,0.00018120708,0.051836662],"genre_scores_gemma":[0.964208,0.00002540566,0.0000183399,0.022420814,0.0018879445,0.00020516948,0.000006434663,0.00001974138,0.011208159],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962905,0.00014105509,0.0005297151,0.00049393304,0.00112974,0.0014150357],"domain_scores_gemma":[0.9988898,0.00009393277,0.00021456616,0.00023104862,0.00021733926,0.00035333625],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022782113,0.00020591205,0.00043924403,0.00021704142,0.0042905738,0.000013461066,0.00041159522,0.000060683775,0.00039513575],"category_scores_gemma":[0.00013017088,0.00015409116,0.00003825039,0.0012461971,0.0007824507,0.00015502067,0.00023765079,0.00032098193,0.00006759727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020138517,0.00005095775,0.3086002,0.00005064279,0.000011457674,0.0000028042427,0.4374488,5.9197754e-7,0.0004609785,0.0043294868,0.24190201,0.0071219387],"study_design_scores_gemma":[0.0014510297,0.00044145423,0.6557258,0.00035413544,0.000018620934,5.5473055e-7,0.07082303,0.000009049652,0.00003467964,0.0046246336,0.26616597,0.00035104254],"about_ca_topic_score_codex":0.00938007,"about_ca_topic_score_gemma":0.0005230842,"teacher_disagreement_score":0.3666258,"about_ca_system_score_codex":0.001213239,"about_ca_system_score_gemma":0.00056496874,"threshold_uncertainty_score":0.9972166},"labels":[],"label_agreement":null},{"id":"W2005330344","doi":"10.1558/aleth.v4i1.35","title":"Critical Realism, Sociology and Health Inequalities: Social Class as a Generative Mechanism and its Media of Enactment","year":2001,"lang":"en","type":"article","venue":"Alethia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Sociology; Generative grammar; Inequality; Realism; Class (philosophy); Social class; Epistemology; Social inequality; Critical realism (philosophy of perception); Social stratification; Social science; Political science; Mathematics; Philosophy; Linguistics; Law","score_opus":0.178174850419307,"score_gpt":0.48728606336591973,"score_spread":0.3091112129466127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005330344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8245243,0.0026173978,0.000069689966,0.1683358,0.00042097725,0.0004716139,0.00007969187,0.00005210577,0.00342844],"genre_scores_gemma":[0.98275304,0.0033220982,0.00015777414,0.012589291,0.0004664702,0.0000955947,0.000025053841,0.000016247157,0.00057444186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979499,0.0007839482,0.00044077597,0.00023487967,0.00017148587,0.00041902962],"domain_scores_gemma":[0.99842376,0.0010754837,0.00014182986,0.0000756635,0.00016423358,0.00011905141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008783865,0.00014410472,0.00043485762,0.000053114796,0.0008454528,0.0000033597942,0.000052633284,0.00022301782,0.00017192186],"category_scores_gemma":[0.00029294976,0.000120293786,0.000030872736,0.000046747682,0.00026352474,0.000063273306,0.00015812642,0.00034941957,0.0000128965685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035647987,0.000031762665,0.0025033471,0.00017729368,0.00005122832,0.000005099832,0.16178301,7.890646e-9,0.00017870401,0.826252,0.00865372,0.00032819624],"study_design_scores_gemma":[0.0036571187,0.0014848947,0.047596812,0.00039051997,0.000116476316,0.000011969684,0.1400701,0.00003891274,0.00026457687,0.76913875,0.036645826,0.00058405154],"about_ca_topic_score_codex":0.0007420032,"about_ca_topic_score_gemma":0.00054335746,"teacher_disagreement_score":0.15822874,"about_ca_system_score_codex":0.00007389332,"about_ca_system_score_gemma":0.00018217604,"threshold_uncertainty_score":0.65026253},"labels":[],"label_agreement":null},{"id":"W2006717299","doi":"10.1007/bf02999226","title":"Do stressors explain the association between income and declines in self-rated health? a longitudinal analysis of the national population health survey","year":2007,"lang":"en","type":"article","venue":"International Journal of Behavioral Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Institute of Population and Public Health; Statistics Canada","funders":"","keywords":"Stressor; Health psychology; Association (psychology); Population health; Environmental health; Self-rated health; Population; National Health and Nutrition Examination Survey; Medicine; Psychology; Demography; Gerontology; Public health; Clinical psychology; Sociology","score_opus":0.15550461662499324,"score_gpt":0.5213734976363033,"score_spread":0.36586888101131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006717299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97983533,0.00039218814,0.00005396676,0.01867481,0.0006824195,0.00025464647,0.00008259516,0.0000068947447,0.000017162381],"genre_scores_gemma":[0.9987203,0.00020632138,0.000034214576,0.0004574353,0.00044965607,0.000003833169,0.00008119111,0.000007760193,0.000039288152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99557084,0.0009183378,0.0017270403,0.00012710596,0.0014182267,0.00023844684],"domain_scores_gemma":[0.9943015,0.0016037365,0.0025075786,0.00007673148,0.001427304,0.00008314717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009952904,0.00012227191,0.0005436557,0.0006923289,0.00026836133,0.000007725791,0.00027795776,0.00008434325,0.000036267844],"category_scores_gemma":[0.00068751135,0.000069137845,0.00008929143,0.0008998294,0.000059693488,0.00013549597,0.00008283234,0.000496309,4.0064216e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087052525,0.00007548459,0.9936027,0.000010684472,0.0004551939,0.0000017489127,0.0038725983,0.000028692839,0.000005384242,0.00011009917,0.00050279155,0.0012475984],"study_design_scores_gemma":[0.0011249653,0.00016932916,0.996787,0.00037493824,0.00017474721,0.0000014293435,0.001025296,0.000019691024,0.0000017193939,0.00016273944,0.00010825686,0.000049898692],"about_ca_topic_score_codex":0.01456756,"about_ca_topic_score_gemma":0.045626026,"teacher_disagreement_score":0.031058464,"about_ca_system_score_codex":0.001007965,"about_ca_system_score_gemma":0.00019979327,"threshold_uncertainty_score":0.9919945},"labels":[],"label_agreement":null},{"id":"W2007610504","doi":"10.1177/1049731514529830","title":"Unemployment Benefit Exhaustion","year":2014,"lang":"en","type":"article","venue":"Research on Social Work Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incentive; Unemployment; Economics; Work (physics); Demographic economics; Unemployment rate; Public economics; Labour economics; Psychology; Economic growth","score_opus":0.31091360415980684,"score_gpt":0.5787847604457153,"score_spread":0.2678711562859084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007610504","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10625675,0.00014371495,0.000102793594,0.2894644,0.000946437,0.001317683,0.0000060364937,0.0002576727,0.6015045],"genre_scores_gemma":[0.94306785,0.00027921936,0.0001647014,0.0031639584,0.0030627584,0.0004756978,0.000018256094,0.000052612668,0.049714968],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409455,0.0029431237,0.00034925825,0.0003565157,0.0012975364,0.0009590235],"domain_scores_gemma":[0.99113697,0.007427279,0.0001686878,0.00027224474,0.00084970397,0.0001451449],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0077731116,0.00014683284,0.00023223502,0.00016122605,0.0060088565,0.000036902664,0.0002290506,0.00021995099,0.0009360337],"category_scores_gemma":[0.004216058,0.00012922914,0.000067314104,0.0010622534,0.00014315566,0.00023504827,0.00028458107,0.0017539337,0.0050773895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085827574,0.00034832282,0.010072693,0.00007607767,0.00010591959,0.0000053151516,0.0063085416,0.0000063771304,0.000026021444,0.3680528,0.5687957,0.045343984],"study_design_scores_gemma":[0.00060155854,0.0002006773,0.026689075,0.00011151927,0.000019360225,1.4198449e-7,0.006949673,0.000003882325,0.000009810058,0.003343658,0.961935,0.00013563671],"about_ca_topic_score_codex":0.00022274307,"about_ca_topic_score_gemma":0.00004460467,"teacher_disagreement_score":0.83681107,"about_ca_system_score_codex":0.0004275584,"about_ca_system_score_gemma":0.00010301192,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W2007702141","doi":"10.1300/j013v37n02_04","title":"A Comparison of the Mental Health of Employed and Unemployed Women in the Context of a Massive Layoff","year":2003,"lang":"en","type":"article","venue":"Women & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research; St. John’s Health Sciences Centre","funders":"","keywords":"Mental health; Unemployment; Mental distress; Context (archaeology); Distress; Layoff; Stressor; Feeling; Psychology; Psychiatry; Medicine; Clinical psychology; Social psychology; Economic growth; Economics; Geography","score_opus":0.05536391841051652,"score_gpt":0.4196204802646805,"score_spread":0.364256561854164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007702141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811493,0.0014464251,0.0000024049532,0.014342325,0.00022596531,0.0018858939,0.00010477961,0.000012908697,0.000830009],"genre_scores_gemma":[0.99600744,0.00039415664,0.000029695033,0.002998731,0.000018597793,0.0002433763,0.000005117294,0.000018714254,0.00028418796],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99488556,0.0022262402,0.0013568345,0.00022662334,0.00041061963,0.0008941328],"domain_scores_gemma":[0.99763364,0.0005516853,0.0011777048,0.00038933047,0.000095918724,0.00015173343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032656363,0.00018714368,0.0010181748,0.00011019134,0.0005591348,0.0000024742562,0.00024814834,0.00007477501,0.0000653763],"category_scores_gemma":[0.00016696138,0.00011174623,0.000057343514,0.0004689435,0.00027301037,0.000043411994,0.00012182592,0.00041584997,0.0000019286658],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012136512,0.0002568298,0.5801285,0.0007207395,0.00004269946,1.2131088e-7,0.40846133,6.9118465e-7,0.000038995324,0.0049032033,0.004645773,0.0006797936],"study_design_scores_gemma":[0.0033077337,0.0016143656,0.36876613,0.00054924004,0.0000051580287,6.388374e-7,0.60793114,0.000006153725,0.00005794424,0.0010924486,0.016537841,0.00013118856],"about_ca_topic_score_codex":0.0027509532,"about_ca_topic_score_gemma":0.0025369853,"teacher_disagreement_score":0.21136232,"about_ca_system_score_codex":0.00057681615,"about_ca_system_score_gemma":0.0009191517,"threshold_uncertainty_score":0.4556879},"labels":[],"label_agreement":null},{"id":"W2008044738","doi":"10.1016/j.socscimed.2015.03.025","title":"Social welfare matters: A realist review of when, how, and why unemployment insurance impacts poverty and health","year":2015,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"Medical Research Council","keywords":"Unemployment; Generosity; Poverty; Economics; Recession; Welfare; Welfare reform; Consumption (sociology); Welfare state; Distress; Earnings; Culture of poverty; Labour economics; Demographic economics; Basic needs; Economic growth; Sociology; Political science; Psychology","score_opus":0.18438659306618263,"score_gpt":0.4987951340067307,"score_spread":0.31440854094054804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008044738","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008446908,0.6786124,0.0000012482506,0.3177741,0.00036678638,0.0015837114,0.000109032975,0.000029585664,0.001514673],"genre_scores_gemma":[0.00010472957,0.9701043,0.000005522433,0.028248956,0.0009539122,0.00014326186,0.00006921091,0.000035817622,0.00033431867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99513125,0.00076848554,0.0012329705,0.0006675883,0.0012724694,0.0009272358],"domain_scores_gemma":[0.99693984,0.00016553236,0.00170498,0.00025563795,0.00049878494,0.00043522986],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0058971597,0.0005043469,0.0033947981,0.0002097352,0.002502138,0.00001618742,0.00042139474,0.0002373583,0.000079689904],"category_scores_gemma":[0.00052135874,0.00032355858,0.00013883381,0.0009673025,0.002092742,0.00022113591,0.00039542333,0.00068190304,0.0000025704223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005036479,0.000019837875,0.0010180309,0.13166402,0.000042663454,0.0000018958705,0.013705812,1.148343e-10,1.1912856e-7,0.0024398186,0.5809629,0.27013987],"study_design_scores_gemma":[0.00047561983,0.00016845921,0.0010425225,0.09792811,0.0002220627,0.0000031839447,0.0012466869,2.6208236e-8,7.39885e-9,0.00032079717,0.8983574,0.00023513033],"about_ca_topic_score_codex":0.0035552455,"about_ca_topic_score_gemma":0.00053516624,"teacher_disagreement_score":0.31739452,"about_ca_system_score_codex":0.0007225856,"about_ca_system_score_gemma":0.001466589,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W2008780131","doi":"10.1080/19371918.2011.592079","title":"Health of Migrants with Precarious Status: Results of an Exploratory Study in Montreal—Part B","year":2012,"lang":"en","type":"article","venue":"Social Work in Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sante Montreal; Université de Montréal","funders":"","keywords":"Exploratory research; Context (archaeology); Public health; Health equity; Environmental health; Social determinants of health; Health care; Political science; Inequality; Work (physics); Economic growth; Gerontology; Sociology; Medicine; Geography; Nursing; Social science","score_opus":0.12005845985274274,"score_gpt":0.42765650995317556,"score_spread":0.30759805010043284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008780131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97815907,0.0011947893,0.0000027548492,0.01584247,0.00045790436,0.00247997,0.00011529531,0.00005477196,0.0016929869],"genre_scores_gemma":[0.9981973,0.0002417318,0.000066582375,0.0006586083,0.000260533,0.00027910894,0.00006177729,0.00003592861,0.00019842443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99187356,0.003746641,0.0017588831,0.00034049735,0.0005521339,0.0017282905],"domain_scores_gemma":[0.9976077,0.0003546652,0.0010524115,0.00034540027,0.00019121809,0.00044858342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069485107,0.00023147315,0.001051617,0.00036527758,0.00068048923,0.0000051795673,0.00019866771,0.00015112225,0.000025222593],"category_scores_gemma":[0.0002309575,0.00019757284,0.000043864417,0.001768565,0.00013345738,0.00039152818,0.00012102726,0.00067067525,0.000006861017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034482556,0.0014578085,0.59521323,0.0001608976,0.00002668991,6.924795e-7,0.38235208,5.9328977e-7,6.820541e-8,0.0001295097,0.005465131,0.014848442],"study_design_scores_gemma":[0.003804783,0.0008259374,0.8473826,0.00025990157,0.000003221888,4.514532e-8,0.13985339,5.2046545e-7,1.4384628e-7,0.0000620349,0.0076808315,0.00012661688],"about_ca_topic_score_codex":0.034317873,"about_ca_topic_score_gemma":0.3459205,"teacher_disagreement_score":0.31160262,"about_ca_system_score_codex":0.00072604505,"about_ca_system_score_gemma":0.002315766,"threshold_uncertainty_score":0.9721127},"labels":[],"label_agreement":null},{"id":"W2008788661","doi":"10.2975/26.2003.359.367","title":"Transforming sheltered workshops into affirmative businesses: An outcome evaluation.","year":2003,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Club; Mental health; Work (physics); Outcome (game theory); Wage; Process (computing); Business; Public relations; Marketing; Psychology; Political science; Labour economics; Economics; Medicine; Engineering; Computer science","score_opus":0.06562051754435866,"score_gpt":0.45168332052989324,"score_spread":0.3860628029855346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008788661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93903077,0.0019389788,0.016528828,0.024032982,0.005667747,0.0021474105,0.000004939739,0.00011999894,0.010528329],"genre_scores_gemma":[0.9785066,0.00009907526,0.019628774,0.00053108303,0.00063615746,0.0002580878,0.000011409066,0.00003725485,0.00029155458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948003,0.0022560565,0.0014271231,0.00030080022,0.00073984277,0.00047586922],"domain_scores_gemma":[0.9965049,0.0011367715,0.00053817406,0.0002706198,0.0013304794,0.00021906318],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004839876,0.00024438632,0.0003611496,0.00044066098,0.0023908096,0.00004806025,0.00018767231,0.00014984289,0.0014287368],"category_scores_gemma":[0.0024598648,0.00019618508,0.00017154777,0.0008861759,0.00007803886,0.0010055254,0.000014415676,0.00074007426,0.00011559771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001460104,0.00037317126,0.84858286,0.00031648672,0.000108227796,0.0000012432934,0.0986967,0.0003533864,0.000040453666,0.009145837,0.00849531,0.033740293],"study_design_scores_gemma":[0.008375807,0.0010734984,0.58590597,0.0003112044,0.00040761684,0.000025131427,0.18335642,0.00036410155,0.0000036703614,0.15773112,0.061597046,0.0008484483],"about_ca_topic_score_codex":0.00002444111,"about_ca_topic_score_gemma":0.000099846126,"teacher_disagreement_score":0.26267692,"about_ca_system_score_codex":0.0003637246,"about_ca_system_score_gemma":0.00046808142,"threshold_uncertainty_score":0.9994841},"labels":[],"label_agreement":null},{"id":"W2009004028","doi":"10.1136/bmj.c2154","title":"The importance of government policies in reducing employment related health inequalities","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"British Heart Foundation","keywords":"Inequality; Government (linguistics); Welfare state; Welfare; State (computer science); Public economics; Health equity; Economics; Labour economics; Political science; Economic growth; Health care; Law; Politics; Computer science; Market economy","score_opus":0.06263585023941665,"score_gpt":0.4361487977894106,"score_spread":0.373512947549994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009004028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8956049,0.0004378246,0.0000010831839,0.08771839,0.00079431845,0.00076110027,0.00002098209,0.000031842508,0.014629573],"genre_scores_gemma":[0.9879616,0.00028677148,0.00005902889,0.0010478738,0.00016503471,0.00019680959,0.0000032211703,0.000015098179,0.010264545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978924,0.0002539977,0.00096579874,0.00013688488,0.00033314485,0.0004178145],"domain_scores_gemma":[0.99859405,0.00049151876,0.0004943542,0.00033181402,0.000040451145,0.000047798312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021343848,0.00010413438,0.00024293295,0.000025831832,0.00058924983,0.000004012306,0.00014005661,0.00006705502,0.00006848555],"category_scores_gemma":[0.0003840165,0.000068231624,0.000040340343,0.00013266921,0.000098042095,0.00004364101,0.00015190474,0.00043593257,0.000012337378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026548189,0.000033265304,0.8818065,0.000072371484,0.000024113919,7.9926326e-7,0.018938318,0.0000020609136,0.0001849742,0.04624736,0.051634487,0.0010292052],"study_design_scores_gemma":[0.0005533334,0.00009097525,0.9129446,0.00026917786,0.000004570777,5.659118e-7,0.020828977,0.000008823502,0.000086021144,0.00290627,0.06219053,0.00011612043],"about_ca_topic_score_codex":0.004292734,"about_ca_topic_score_gemma":0.016849868,"teacher_disagreement_score":0.09235673,"about_ca_system_score_codex":0.00015161703,"about_ca_system_score_gemma":0.00015505342,"threshold_uncertainty_score":0.9402622},"labels":[],"label_agreement":null},{"id":"W2009677677","doi":"10.1007/s10597-014-9717-8","title":"Psychosocial Well-Being Construct in People with Severe Mental Disorders Enrolled in Supported Employment Programs","year":2014,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Psychosocial; Construct (python library); Mental health; Psychology; Scale (ratio); Social support; Supported employment; Clinical psychology; Psychiatry; Medicine; Work (physics); Psychotherapist","score_opus":0.03172197933348268,"score_gpt":0.38461915453621487,"score_spread":0.35289717520273217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009677677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672134,0.00015305693,0.00001775818,0.01772318,0.00097044563,0.002190367,0.000010862558,0.000068833346,0.011652132],"genre_scores_gemma":[0.9962123,0.00076340244,0.00022464868,0.001993802,0.00014469746,0.0001532507,0.00013204821,0.000048524893,0.00032731914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922015,0.004537791,0.0012573925,0.00022399696,0.0005282976,0.001250994],"domain_scores_gemma":[0.9983193,0.00032198554,0.00059679383,0.0003277656,0.00006660739,0.00036754628],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0035766512,0.0003560002,0.00075766037,0.0003161723,0.004541269,0.000035516034,0.00043177267,0.00014834588,0.0003249856],"category_scores_gemma":[0.00003716677,0.0003008295,0.000097913435,0.00051175157,0.0001857063,0.00025161827,0.00029404176,0.0033298165,0.000031088988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005875636,0.00078313885,0.89871264,0.00016686923,0.000047812973,0.0000024543135,0.07896964,0.000001942664,0.000004762573,0.0001763702,0.0029685695,0.01757822],"study_design_scores_gemma":[0.019821938,0.0022508225,0.82073766,0.0023185792,0.000015886699,0.0000776879,0.13020782,0.000071005205,0.0000033008948,0.0022861704,0.021660073,0.0005490689],"about_ca_topic_score_codex":0.00842295,"about_ca_topic_score_gemma":0.16076365,"teacher_disagreement_score":0.15234071,"about_ca_system_score_codex":0.0013671335,"about_ca_system_score_gemma":0.0004881121,"threshold_uncertainty_score":0.9999444},"labels":[],"label_agreement":null},{"id":"W2009725440","doi":"10.5430/jms.v6n2p14","title":"How Precarious Is Contingent Work? – Non-salary Aspects of the Employment Relationship of Contingent Employees in Denmark","year":2015,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salary; Work (physics); Labour economics; Psychology; Demographic economics; Economics; Engineering","score_opus":0.08355951363074764,"score_gpt":0.34891519578646635,"score_spread":0.2653556821557187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009725440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702141,0.003569439,0.000045721954,0.0047616274,0.00042571532,0.0006985667,0.0000032013222,0.0000051580955,0.02027645],"genre_scores_gemma":[0.99460465,0.00033816343,0.000089674,0.000109840825,0.0000925281,0.0000143792995,8.0402236e-7,0.000012765841,0.0047371723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979454,0.00027807304,0.00089494715,0.00013378763,0.0004802043,0.00026755137],"domain_scores_gemma":[0.99820745,0.00018634122,0.0010733064,0.00018674269,0.00026365335,0.00008251239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012715159,0.0001560232,0.00044082382,0.0001874642,0.00014890119,0.000018747549,0.00021748543,0.00008297283,0.000015381258],"category_scores_gemma":[0.000087183755,0.00010265089,0.00011275227,0.000268961,0.000081416816,0.00014477455,0.00020700414,0.00035101367,0.0000013528169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016439792,0.00013685755,0.97201717,0.00021897104,0.00023602696,0.000013979288,0.0053539784,0.000025509382,0.000011143085,0.0035202627,0.015773667,0.00252806],"study_design_scores_gemma":[0.0022761386,0.00036421168,0.9757391,0.000905931,0.00016212919,0.0000010424237,0.00890542,0.0000053145245,0.00008290036,0.0045732073,0.006872942,0.00011163059],"about_ca_topic_score_codex":0.00005152461,"about_ca_topic_score_gemma":0.00021849005,"teacher_disagreement_score":0.024390552,"about_ca_system_score_codex":0.00007976967,"about_ca_system_score_gemma":0.00009229946,"threshold_uncertainty_score":0.4185982},"labels":[],"label_agreement":null},{"id":"W2010955236","doi":"10.2190/hs.43.3.f","title":"Complementarities or Contradictions? Scoping the Health Dimensions of “Flexicurity” Labor Market Policies","year":2013,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Flexicurity; Nexus (standard); Flexibility (engineering); Social security; Context (archaeology); Capability approach; Business; Social partners; Economics; Economic growth; Public economics; Labour economics; Market economy","score_opus":0.06956287672781301,"score_gpt":0.4586698904551111,"score_spread":0.38910701372729806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010955236","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44378605,0.009941934,0.0000992901,0.5390397,0.0043347506,0.0015622211,0.00025715595,0.0000454505,0.0009334932],"genre_scores_gemma":[0.9517353,0.00696686,0.00044059686,0.03937247,0.000752528,0.000056040113,0.00001672593,0.000019271667,0.00064020953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99629384,0.00070241035,0.0018274087,0.0001102934,0.0006519444,0.00041407987],"domain_scores_gemma":[0.9954108,0.0009397355,0.0020964236,0.0001480943,0.0012729921,0.00013196228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015316448,0.00014996625,0.00050932274,0.0002269448,0.0010625431,0.00003101995,0.0005344157,0.00004216499,0.0012114549],"category_scores_gemma":[0.000048286118,0.00008017998,0.000098439596,0.00015609557,0.000096000374,0.0003634952,0.0001806367,0.00036751697,0.000019222787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006664239,0.00050652615,0.5871453,0.0037695838,0.0013777436,0.0000066274115,0.08123162,0.000027759796,0.000047680922,0.01172814,0.3058826,0.0076099494],"study_design_scores_gemma":[0.0031403836,0.0009858754,0.72021854,0.015667332,0.000039758666,0.00004226801,0.1470083,0.00014125262,0.000017799577,0.005474724,0.10703742,0.00022633225],"about_ca_topic_score_codex":0.02940514,"about_ca_topic_score_gemma":0.010465609,"teacher_disagreement_score":0.50794923,"about_ca_system_score_codex":0.00024412287,"about_ca_system_score_gemma":0.0009146053,"threshold_uncertainty_score":0.99970156},"labels":[],"label_agreement":null},{"id":"W2011097195","doi":"10.1007/s10672-014-9249-y","title":"“Slave-Like Conditions”: Abuse of Foreign Workers in Canada","year":2014,"lang":"en","type":"article","venue":"Employee Responsibilities and Rights Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Business; Demographic economics; Economics","score_opus":0.023387397191707997,"score_gpt":0.3243403751113555,"score_spread":0.3009529779196475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011097195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896103,0.00041089015,0.000024196148,0.00060390605,0.0005936753,0.00026688125,0.00002638012,0.000014791304,0.008448967],"genre_scores_gemma":[0.99443704,0.00022443915,0.00009527731,0.00030165227,0.00021031345,0.000018751718,0.000003966961,0.000016532465,0.0046920134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973398,0.0008028745,0.0008286741,0.00019917275,0.00031751988,0.0005119878],"domain_scores_gemma":[0.99751985,0.0016331841,0.00025850968,0.00021665587,0.00019619193,0.0001756156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010766924,0.00018327337,0.00044306248,0.00020729931,0.0010141733,0.000011395078,0.00013567063,0.00009200536,0.00029473953],"category_scores_gemma":[0.00013679448,0.00011944031,0.00006752913,0.00014644754,0.00018572877,0.00014919978,0.000048847945,0.00055334636,0.000004772717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028186134,0.000022424016,0.96718466,0.000077306344,0.000051417894,0.000014972676,0.0040483093,0.000010340711,0.000014656164,0.009109528,0.01905614,0.00012840866],"study_design_scores_gemma":[0.0021175628,0.00019888656,0.86025035,0.0006888511,0.00003364815,0.000027900767,0.024625346,0.000021982003,0.00003136954,0.052292813,0.059437256,0.00027401524],"about_ca_topic_score_codex":0.50506365,"about_ca_topic_score_gemma":0.87931985,"teacher_disagreement_score":0.37425622,"about_ca_system_score_codex":0.00031422797,"about_ca_system_score_gemma":0.0010851525,"threshold_uncertainty_score":0.78003037},"labels":[],"label_agreement":null},{"id":"W2011268042","doi":"10.1155/2013/978656","title":"Employment Precariousness and Poor Mental Health: Evidence from Spain on a New Social Determinant of Health","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Instituto de Salud Carlos III; European Commission; Universitat Pompeu Fabra","keywords":"Mental health; Unemployment; Psychosocial; Socioeconomic status; Demography; Respondent; Medicine; Population; Epidemiology; Psychology; Gerontology; Environmental health; Psychiatry; Economics; Political science; Sociology","score_opus":0.09236235375289839,"score_gpt":0.3756818071506973,"score_spread":0.28331945339779896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011268042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7746879,0.009114887,0.000058636215,0.2148122,0.0003575277,0.000849075,0.000083488114,0.000009244922,0.000027049391],"genre_scores_gemma":[0.9767985,0.012568732,0.00034265252,0.009453897,0.0003927457,0.000019679479,0.000014988984,0.000025708328,0.00038309596],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99568814,0.0011687857,0.0015751662,0.0002769026,0.0005550093,0.00073597167],"domain_scores_gemma":[0.99694765,0.00034666047,0.0017899458,0.00013060811,0.000022851127,0.0007623104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020766044,0.00024897436,0.0008834597,0.0001477129,0.0011606436,0.00002413171,0.0001545616,0.00009490738,0.00041155607],"category_scores_gemma":[0.00005147012,0.00018704793,0.000092180366,0.00007174909,0.00016076799,0.00038574226,0.00020415758,0.0005040903,0.000015602558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013691667,0.0005159695,0.35272092,0.00036183555,0.00013757274,0.000002191473,0.052976605,2.0075242e-7,0.00028262322,0.000095166986,0.048095576,0.54467446],"study_design_scores_gemma":[0.0018481584,0.0028153637,0.95313376,0.00093922904,0.000008906581,0.00001002716,0.01169522,0.00000894116,0.0000063851917,0.000278234,0.029082913,0.00017284456],"about_ca_topic_score_codex":0.011732282,"about_ca_topic_score_gemma":0.00060221244,"teacher_disagreement_score":0.60041285,"about_ca_system_score_codex":0.00067896384,"about_ca_system_score_gemma":0.00084467273,"threshold_uncertainty_score":0.99484867},"labels":[],"label_agreement":null},{"id":"W2011328276","doi":"10.1016/j.evalprogplan.2014.09.002","title":"Protocol: Realist synthesis of the impact of unemployment insurance policies on poverty and health","year":2014,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Unemployment; Poverty; Economics; Context (archaeology); Public economics; Actuarial science; Economic growth","score_opus":0.18268456357481327,"score_gpt":0.5455077228220494,"score_spread":0.3628231592472361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011328276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286068,0.00017937153,0.000013687137,0.007965785,0.00008872261,0.053249154,0.00004227704,0.00006368187,0.00979051],"genre_scores_gemma":[0.98442304,0.000013150858,0.0000879629,0.00037622673,0.000041354422,0.014987464,0.000004066337,0.000008460237,0.000058268914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838907,0.00066002493,0.00035722583,0.00012616474,0.0002838203,0.0001836804],"domain_scores_gemma":[0.9989714,0.00030961886,0.00040150323,0.00014628598,0.00012671619,0.00004449957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020262056,0.000102778344,0.00023494831,0.000048233105,0.00042573686,0.00000615877,0.000053956686,0.0000448708,0.0000160066],"category_scores_gemma":[0.00030755432,0.000057507372,0.00004006765,0.0001164332,0.000073295334,0.00003531209,0.000051520583,0.00011705276,5.1300975e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000771239,0.000061205676,0.8907253,0.0002633303,0.000031965752,1.3880487e-8,0.0037959525,0.000056501227,0.000015647709,0.0006003287,0.0031832098,0.10118942],"study_design_scores_gemma":[0.0006278742,0.00058751134,0.993266,0.0009879556,0.000012140819,1.976779e-7,0.00039713993,0.00058619963,0.000049260256,0.00066392065,0.0027639968,0.000057821377],"about_ca_topic_score_codex":0.0013067161,"about_ca_topic_score_gemma":0.00006043236,"teacher_disagreement_score":0.10254068,"about_ca_system_score_codex":0.000051102626,"about_ca_system_score_gemma":0.00010873275,"threshold_uncertainty_score":0.32744667},"labels":[],"label_agreement":null},{"id":"W2011337988","doi":"10.1108/joepp-07-2014-0031","title":"Health and performance: science or advocacy?","year":2014,"lang":"en","type":"article","venue":"Journal of Organizational Effectiveness People and Performance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Originality; Value (mathematics); Return on investment; Promotion (chess); Human resources; Narrative; Resource (disambiguation); Investment (military); Business; Psychology; Computer science; Political science; Economics; Management; Social psychology; Microeconomics; Creativity","score_opus":0.018741871593980233,"score_gpt":0.350201670886777,"score_spread":0.3314597992927968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011337988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971015,0.00027633924,0.0004647729,0.0011039793,0.0004283544,0.00020534277,0.0000016626465,0.00001417591,0.00040388553],"genre_scores_gemma":[0.99621093,0.0026645726,0.00012907937,0.0005155881,0.00033504554,0.0000064994574,0.0000026285588,0.000015148963,0.00012048959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857473,0.00019968697,0.00040950207,0.00015839847,0.00036636545,0.00029134206],"domain_scores_gemma":[0.9981339,0.0005454525,0.0003685459,0.000084295614,0.0006803795,0.00018741658],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021888076,0.00013206176,0.00036203783,0.00019036268,0.001721674,0.00002004091,0.00012527416,0.000049655344,0.000073014635],"category_scores_gemma":[0.00043342647,0.000088596964,0.000016557511,0.0005811574,0.00016912079,0.00056429015,0.00012528253,0.0002738782,0.0000084888225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003147034,0.000024546303,0.98678046,0.0007776937,0.000015963922,2.7533193e-7,0.0030673959,0.000015073972,0.00009551758,0.0005365033,0.000115254836,0.008256616],"study_design_scores_gemma":[0.0010812616,0.0013390715,0.9944366,0.00043647757,0.000012344229,0.000048988037,0.00044479538,0.00056096585,0.00013210777,0.000085514665,0.0013124329,0.000109430955],"about_ca_topic_score_codex":0.000018370672,"about_ca_topic_score_gemma":0.000015301917,"teacher_disagreement_score":0.008147185,"about_ca_system_score_codex":0.00010192154,"about_ca_system_score_gemma":0.0010427191,"threshold_uncertainty_score":0.99957794},"labels":[],"label_agreement":null},{"id":"W2011621513","doi":"10.1080/10301763.2002.10722021","title":"The Spectre Of Overwork: An Analysis Of Trends Between 1974 And 1997 Using Australian Time-Use Diaries","year":2002,"lang":"en","type":"article","venue":"Labour & Industry a journal of the social and economic relations of work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwork; Working time; Working hours; Unemployment; Demographic economics; Dominance (genetics); Welfare; Paid work; Labour supply; Work–life balance; Family life; Quarter (Canadian coin); Working life; Labour economics; Redistribution (election); Politics; Work (physics); Sociology; Economics; Political science; Economic growth; Socioeconomics; Geography; Engineering","score_opus":0.08865917007675722,"score_gpt":0.37081164780820325,"score_spread":0.282152477731446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011621513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928723,0.00023966804,0.0000015256056,0.006312246,0.00011584356,0.000058678863,0.00011700526,0.0000022644958,0.0002804455],"genre_scores_gemma":[0.99433905,0.00009416898,0.000049891278,0.000015071058,0.000329906,6.5888025e-7,0.0000024025558,0.000006672509,0.0051621795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869704,0.00024064194,0.0007344066,0.00007521345,0.00008808079,0.00016463341],"domain_scores_gemma":[0.9981181,0.0004278832,0.00120394,0.00012466856,0.00007439497,0.000051034065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004981684,0.000094166884,0.0004366852,0.00013057768,0.0010935449,0.000016508398,0.00014815616,0.00023494058,0.00032913205],"category_scores_gemma":[0.000055034063,0.000061179446,0.00017022612,0.00031647345,0.00030825337,0.00021429535,0.00007932156,0.0005810491,7.926669e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025867606,0.000017965966,0.9888219,0.0000060696507,0.0010358085,1.4022712e-7,0.0054879943,0.0003404391,0.0000065092354,0.0015855372,0.0018768164,0.00079494034],"study_design_scores_gemma":[0.00029690078,0.00003334473,0.9918371,0.00008422735,0.0009786987,4.1744298e-7,0.003622269,0.0000611939,0.000008504687,0.00097047025,0.0020453832,0.000061510866],"about_ca_topic_score_codex":0.00037173473,"about_ca_topic_score_gemma":0.0001994129,"teacher_disagreement_score":0.006297175,"about_ca_system_score_codex":0.00006176016,"about_ca_system_score_gemma":0.000041807467,"threshold_uncertainty_score":0.8410774},"labels":[],"label_agreement":null},{"id":"W2012263073","doi":"10.5465/ambpp.2013.13889abstract","title":"Getting Older and Closer: The Moderated Relationship of Job Insecurity and Facades of Conformity","year":2013,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Job insecurity; Closeness; Moderation; Job security; Social psychology; Psychology; Conformity; Demographic economics; Economics; Engineering","score_opus":0.05283118648086363,"score_gpt":0.35806764852827444,"score_spread":0.30523646204741084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012263073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97634614,0.00055945775,0.000008624639,0.007611591,0.000017683155,0.0011535588,0.0000036738295,0.000025441816,0.014273856],"genre_scores_gemma":[0.9977054,0.0006929218,0.00018706865,0.00041088922,0.000023925688,0.00008672804,9.1959083e-7,0.000009183695,0.0008829835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988003,0.000030438938,0.0005755125,0.00016690558,0.00021297774,0.00021390738],"domain_scores_gemma":[0.9991126,0.0002117425,0.00046415415,0.000042375657,0.00013272946,0.000036419075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007458136,0.000121442004,0.0002583452,0.00009745516,0.00037076743,0.0000069067496,0.00013671913,0.00013952541,0.000029382438],"category_scores_gemma":[0.000105481304,0.000084907086,0.000025975016,0.0001596159,0.00023596543,0.00035586962,0.000360966,0.00037740805,0.0000020462303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019445511,0.000017948943,0.8049302,0.0021861938,0.0001074777,1.9594921e-8,0.00864095,2.657592e-7,0.00028268725,0.17512308,0.006102938,0.0025887652],"study_design_scores_gemma":[0.0005484907,0.000028513954,0.96803635,0.00033078803,0.00007195979,1.6423388e-7,0.006633509,0.00010236728,0.00033084294,0.02276589,0.0010676079,0.00008348995],"about_ca_topic_score_codex":0.00013436326,"about_ca_topic_score_gemma":0.0000017782301,"teacher_disagreement_score":0.16310614,"about_ca_system_score_codex":0.000011484343,"about_ca_system_score_gemma":0.0000053993517,"threshold_uncertainty_score":0.34624106},"labels":[],"label_agreement":null},{"id":"W2012470065","doi":"10.1007/s00181-006-0075-4","title":"Absenteeism in the workplace: results from Danish sample survey data","year":2006,"lang":"en","type":"article","venue":"Empirical Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Absenteeism; Danish; Negative binomial distribution; Sample (material); Econometrics; Distribution (mathematics); Statistics; Beta-binomial distribution; Binomial distribution; Survey data collection; Demography; Demographic economics; Psychology; Economics; Mathematics; Social psychology; Poisson distribution; Sociology","score_opus":0.24181906452814278,"score_gpt":0.4408017200192658,"score_spread":0.19898265549112304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012470065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444609,0.00014651469,0.00008374878,0.02653875,0.00072202506,0.00045782555,0.0046880315,0.000052610358,0.022849537],"genre_scores_gemma":[0.9812246,0.0002116836,0.0003829817,0.0071872803,0.0012711746,0.000042515014,0.0074805194,0.000032810265,0.00216641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761957,0.0006450639,0.0007616477,0.00046593472,0.00008005506,0.00042771793],"domain_scores_gemma":[0.99167305,0.007093276,0.00018601111,0.0009766018,0.000028637702,0.00004244978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020668805,0.00015276132,0.0002846061,0.00003759523,0.00042146945,0.000027367569,0.0007329788,0.0001479143,0.00013835811],"category_scores_gemma":[0.00085248565,0.00011287756,0.00003436056,0.00013054776,0.00006735231,0.00014119376,0.00051072333,0.00047618418,0.0003099741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007964264,0.00004873212,0.6176171,0.0000024015442,0.000010160404,0.0000012962367,0.0008468328,0.000023548937,1.2657357e-7,0.00026218544,0.38091096,0.00019705026],"study_design_scores_gemma":[0.0008134692,0.000010043594,0.69960576,0.0000132834875,0.0000057335637,7.61759e-8,0.00060728635,0.00029567926,2.4377783e-7,0.004866581,0.29367626,0.00010557061],"about_ca_topic_score_codex":0.049862944,"about_ca_topic_score_gemma":0.14324313,"teacher_disagreement_score":0.09338018,"about_ca_system_score_codex":0.000112779235,"about_ca_system_score_gemma":0.00010936643,"threshold_uncertainty_score":0.9564641},"labels":[],"label_agreement":null},{"id":"W2012531375","doi":"10.1111/1540-5982.00135","title":"The effect of unemployment insurance on weekly hours of work in Canada","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Unemployment; Incentive; Work (physics); Labour economics; Business; Demographic economics; Economics; Engineering; Economic growth","score_opus":0.10712685881428471,"score_gpt":0.2301264788466034,"score_spread":0.12299962003231868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012531375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434906,0.009973335,4.7395704e-7,0.03702977,0.006742965,0.0007106193,0.0004897758,0.000001638588,0.0015607877],"genre_scores_gemma":[0.993408,0.0027397901,0.000014359569,0.00050175487,0.00048959226,0.000029847262,0.0000032619046,0.000065081986,0.0027482864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99515986,0.0007807568,0.0022984345,0.0003223371,0.000010661321,0.001427972],"domain_scores_gemma":[0.9931483,0.0027048904,0.0019737356,0.00055101997,0.00023118018,0.0013908352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001822989,0.00045216773,0.0014055126,0.00051005016,0.00039087867,0.000021498556,0.0007957566,0.00028854352,0.00042179186],"category_scores_gemma":[0.0006585198,0.00042346917,0.00029096645,0.0003269543,0.00043999503,0.00018014653,0.00004021443,0.0011732276,0.00001397595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00044929172,0.000024484892,0.8979201,0.0003842627,0.00046544682,0.00018836615,0.0036570749,0.007312501,9.584035e-7,0.029374344,0.033900388,0.026322838],"study_design_scores_gemma":[0.013228047,0.010873807,0.6126225,0.017145913,0.00053763273,0.00018482168,0.014781838,0.0008610532,0.0007082735,0.021503437,0.30484924,0.002703402],"about_ca_topic_score_codex":0.99335665,"about_ca_topic_score_gemma":0.99998116,"teacher_disagreement_score":0.2852975,"about_ca_system_score_codex":0.010660667,"about_ca_system_score_gemma":0.0059573664,"threshold_uncertainty_score":0.9998217},"labels":[],"label_agreement":null},{"id":"W2012815285","doi":"10.1192/bjp.198.6.494a","title":"Suicide as protest against social suffering in the Arab world","year":2011,"lang":"en","type":"letter","venue":"The British Journal of Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; McGill University; Université de Sherbrooke","funders":"","keywords":"Content (measure theory); Action (physics); Advertising; Computer security; Internet privacy; Political science; Computer science; Business; Mathematics","score_opus":0.059549984133320875,"score_gpt":0.3653383090248088,"score_spread":0.30578832489148794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012815285","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03900929,0.0070873215,0.0000042628667,0.901077,0.0053618234,0.0010537381,0.000027996202,0.000027088177,0.04635152],"genre_scores_gemma":[0.0133795105,0.0015318156,0.00013239814,0.92955965,0.044880025,0.00015623547,0.00002551316,0.00013346247,0.010201397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954865,0.0015735073,0.0012945716,0.00020948524,0.00066935085,0.0007666148],"domain_scores_gemma":[0.99765503,0.00046520558,0.0013746785,0.00026493854,0.0001988044,0.00004132778],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024291845,0.0003130171,0.00066575187,0.00018325166,0.0027456274,0.000114628,0.0012336152,0.00043726462,0.00025275632],"category_scores_gemma":[0.00012349401,0.00021003858,0.00037796382,0.00032341815,0.00018671091,0.00012813661,0.00015655959,0.009677662,0.00009797821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047857917,0.00005721947,0.03269669,0.00022815895,0.00013649544,0.0004930718,0.0024378886,1.7608225e-7,5.6174804e-7,0.00026313297,0.96169347,0.0019452658],"study_design_scores_gemma":[0.0015065926,0.00014321624,0.15818428,0.008083414,0.00021827032,0.00045964128,0.0039594793,1.9565486e-7,3.7989466e-7,0.022183625,0.8047986,0.00046228978],"about_ca_topic_score_codex":0.0018597561,"about_ca_topic_score_gemma":0.01403289,"teacher_disagreement_score":0.15689486,"about_ca_system_score_codex":0.00010849267,"about_ca_system_score_gemma":0.0005215649,"threshold_uncertainty_score":0.9985527},"labels":[],"label_agreement":null},{"id":"W2013387550","doi":"10.1016/s0927-5371(01)00053-7","title":"Overtime pay regulation and weekly hours of work in Canada","year":2001,"lang":"en","type":"article","venue":"Labour Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Overtime; Work (physics); Statutory law; Labour economics; Economics; Work hours; Working hours; Demographic economics; Engineering; Political science; Law","score_opus":0.023016921116027426,"score_gpt":0.2905142042552494,"score_spread":0.26749728313922194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013387550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919572,0.0001117419,0.0000023483499,0.0048876405,0.0002456205,0.00014740825,0.000013914685,0.000007132389,0.0026269855],"genre_scores_gemma":[0.995511,0.00043133297,0.000045949844,0.00046813267,0.00006968591,0.000010225955,0.000004841044,0.000008817506,0.0034500253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937093,0.000041342137,0.00027474418,0.00010161952,0.000025077145,0.00018628182],"domain_scores_gemma":[0.999615,0.000114700495,0.0001150568,0.000098281445,0.000021373184,0.00003560137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012991251,0.00006252702,0.0001657274,0.000032430155,0.00008841973,0.000001846101,0.00004129812,0.000043193177,0.00016483628],"category_scores_gemma":[0.000019259389,0.000054129956,0.000010090385,0.00006612515,0.000015315582,0.000057049743,0.000042326734,0.00010412109,0.0000063404077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035884754,0.0000046023215,0.9916179,0.000014698903,0.000008939075,6.019049e-7,0.00043960026,0.000060813105,0.0000025551055,0.005004409,0.0012051049,0.0016048815],"study_design_scores_gemma":[0.00036745807,0.00000790369,0.9748862,0.000047019646,0.0000032071684,1.3602634e-7,0.0006888764,0.000015721726,0.000005744206,0.0034529844,0.020462256,0.00006249324],"about_ca_topic_score_codex":0.61483675,"about_ca_topic_score_gemma":0.9430412,"teacher_disagreement_score":0.32820448,"about_ca_system_score_codex":0.00025507022,"about_ca_system_score_gemma":0.00027642839,"threshold_uncertainty_score":0.38772807},"labels":[],"label_agreement":null},{"id":"W2013501146","doi":"10.1007/s11205-011-9907-5","title":"Occupational Stress, Mental Health and Satisfaction in the Canadian Multicultural Workplace","year":2011,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Mental health; Somatization; Immigration; Ethnic group; Context (archaeology); Multiculturalism; Job satisfaction; Occupational stress; Psychology; Paranoia; Medicine; Nursing; Gerontology; Social psychology; Sociology; Psychiatry; Geography","score_opus":0.22927100017356955,"score_gpt":0.5126780926051916,"score_spread":0.28340709243162204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013501146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723718,0.00021000567,1.477501e-7,0.01781055,0.00014249532,0.0008854651,0.00006473514,0.000014031575,0.008500763],"genre_scores_gemma":[0.9985492,0.00008883473,0.000016320731,0.0005745414,0.00016100238,0.00015545907,0.000051223946,0.0000072853913,0.00039611448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973073,0.001231526,0.00020771328,0.0001591936,0.00047722264,0.00061703374],"domain_scores_gemma":[0.9994534,0.0001832626,0.000060281352,0.00006788012,0.0000682273,0.0001669308],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016914033,0.00007456524,0.00010951991,0.0002692947,0.005321012,0.000016496502,0.0001226751,0.0001204462,0.00023075698],"category_scores_gemma":[0.00011816843,0.000051518462,0.00001871337,0.00048485983,0.00027937733,0.000082673156,0.00007141229,0.00086760975,0.000052968702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029529938,0.000014526812,0.79666305,0.000018095177,0.000008981451,9.210982e-7,0.17348108,3.9134447e-9,4.8463727e-7,0.0029661995,0.025237467,0.0015796542],"study_design_scores_gemma":[0.00025835674,0.00003417599,0.91721445,0.000028135415,8.4079113e-7,1.09896085e-7,0.075283155,8.123667e-7,7.883851e-7,0.00025334602,0.0068784775,0.00004732836],"about_ca_topic_score_codex":0.56702733,"about_ca_topic_score_gemma":0.9242694,"teacher_disagreement_score":0.35724208,"about_ca_system_score_codex":0.00063610956,"about_ca_system_score_gemma":0.0010189725,"threshold_uncertainty_score":0.99597394},"labels":[],"label_agreement":null},{"id":"W2013551355","doi":"10.7202/050535ar","title":"Patterns of Workplace Innovation in Canada","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Profit sharing; Business; Scale (ratio); Knowledge sharing; Job enrichment; Knowledge management; Quality (philosophy); Profit (economics); Job satisfaction; Operations management; Job design; Computer science; Economics; Management; Job performance; Microeconomics; Geography; Finance","score_opus":0.05422322720787265,"score_gpt":0.34406874535774734,"score_spread":0.2898455181498747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013551355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739544,0.00010318226,0.000109140135,0.010422923,0.00014347081,0.00024036015,0.000021230295,0.000014128413,0.014991174],"genre_scores_gemma":[0.9905167,0.000033460936,0.000058749,0.00019367438,0.000100256875,0.000030934658,0.000025559486,0.0000070250494,0.009033589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989737,0.00008146341,0.00054705393,0.000089634836,0.00013074405,0.00017736827],"domain_scores_gemma":[0.999277,0.00030726477,0.00017983653,0.00011424845,0.00010439232,0.000017253571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019819695,0.00006602376,0.00012053181,0.00015277379,0.00018425504,9.82593e-7,0.00006068232,0.00010900113,0.0005706446],"category_scores_gemma":[0.00017305303,0.00006266008,0.000009591111,0.0006141855,0.000008812389,0.000072987365,0.00003880745,0.00040601226,0.000023840637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043688915,0.0000122997235,0.96814877,0.0000031251516,0.0000085867,3.7425124e-7,0.00096691103,0.00036575925,0.000005829203,0.005649993,0.01883692,0.005997071],"study_design_scores_gemma":[0.00054044573,0.000008685426,0.8035463,0.00021054408,0.000007627634,1.1881839e-7,0.008214293,0.000104571394,0.00007736657,0.000138014,0.18705328,0.00009873234],"about_ca_topic_score_codex":0.5488356,"about_ca_topic_score_gemma":0.9026271,"teacher_disagreement_score":0.35379153,"about_ca_system_score_codex":0.00043862342,"about_ca_system_score_gemma":0.0010760119,"threshold_uncertainty_score":0.6248158},"labels":[],"label_agreement":null},{"id":"W2014323833","doi":"10.1177/0959680107073971","title":"Achieving Flexibility through Insecurity: A Comparison of Work Environments in Fixed-term and Permanent Jobs in Finland and Canada","year":2007,"lang":"en","type":"article","venue":"European Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Flexibility (engineering); Job insecurity; Work (physics); Term (time); Feeling; Control (management); Temporary work; Demographic economics; Business; Labour economics; Economics; Psychology; Social psychology; Engineering","score_opus":0.12145559977513982,"score_gpt":0.3802183147223876,"score_spread":0.2587627149472478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014323833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99445283,0.0005632828,0.000034909703,0.0011677933,0.00024110726,0.00021012717,0.0000063253915,0.0000015502276,0.0033220542],"genre_scores_gemma":[0.9994852,0.00009898917,0.000079246085,0.00004505477,0.00013924213,6.279987e-7,0.0000026568223,0.000008668372,0.00014029794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774307,0.000697124,0.0010592218,0.00010514935,0.00019740922,0.00019805296],"domain_scores_gemma":[0.99869186,0.0006326351,0.0004941501,0.00008239135,0.000025108455,0.0000738707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019002297,0.00009554988,0.0002933318,0.00010412553,0.00019777629,0.0000044948724,0.00006976979,0.000059748756,0.000029555356],"category_scores_gemma":[0.0004646659,0.000082192426,0.000022376935,0.0001390127,0.000071355455,0.000112165384,0.00009905526,0.00094665686,0.0000011939675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014269819,0.00005412765,0.9892898,0.000008876368,0.000018336226,0.000027355776,0.0071506957,0.000033885066,0.000022480652,0.000068212765,0.0010518165,0.0021317215],"study_design_scores_gemma":[0.0019143571,0.000093334806,0.98837715,0.0005246948,0.000018715293,0.0000015670005,0.002103,0.000001713407,0.000004980705,0.000031570235,0.0068639694,0.000064919666],"about_ca_topic_score_codex":0.009567253,"about_ca_topic_score_gemma":0.08133471,"teacher_disagreement_score":0.07176746,"about_ca_system_score_codex":0.0001912306,"about_ca_system_score_gemma":0.00014463713,"threshold_uncertainty_score":0.9970281},"labels":[],"label_agreement":null},{"id":"W2014772748","doi":"10.1016/j.socscimed.2011.12.038","title":"Are recessions really good for your health? Evidence from Canada","year":2012,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Unemployment; Business cycle; Recession; Context (archaeology); Unemployment rate; Demographic economics; Demography; Percentage point; Mortality rate; Economics; Geography; Economic growth; Sociology; Macroeconomics","score_opus":0.19366680780605144,"score_gpt":0.5015584274922168,"score_spread":0.30789161968616535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014772748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5862835,0.0046473183,0.0001765451,0.38920277,0.007680877,0.0014369,0.00012239486,0.00011439927,0.010335274],"genre_scores_gemma":[0.9820964,0.00017264803,0.000041593416,0.011405444,0.0044477866,0.00015354404,0.000011274526,0.000012619724,0.0016587144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971561,0.00018676349,0.000453994,0.00028939545,0.0008110709,0.0011027199],"domain_scores_gemma":[0.99776983,0.000808988,0.0005132984,0.00017879329,0.0002903346,0.0004387449],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024725976,0.00014232605,0.00037919922,0.000055974193,0.0051247217,0.000004436212,0.00037566584,0.00007166112,0.00026855269],"category_scores_gemma":[0.0028531663,0.00009909709,0.000030741347,0.0005654323,0.00048333695,0.00029331772,0.000117622774,0.00029634315,0.000009321932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016551481,0.00001504001,0.70274305,0.000046004603,0.000007393049,4.536355e-7,0.036469545,2.962016e-8,0.00021786586,0.0009528379,0.25581053,0.003720673],"study_design_scores_gemma":[0.00045884805,0.000059106747,0.85654277,0.0009082267,0.000023097698,1.0793203e-7,0.031279273,0.000001510099,0.000010377308,0.0007424592,0.10984187,0.00013236603],"about_ca_topic_score_codex":0.67264247,"about_ca_topic_score_gemma":0.5728888,"teacher_disagreement_score":0.39581287,"about_ca_system_score_codex":0.00080281805,"about_ca_system_score_gemma":0.0019766802,"threshold_uncertainty_score":0.99617046},"labels":[],"label_agreement":null},{"id":"W2015205963","doi":"10.1016/j.healthpol.2011.11.002","title":"Welfare states, flexible employment, and health: A critical review","year":2011,"lang":"en","type":"review","venue":"Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":217,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Welfare; Welfare state; Business; Labour economics; Economics; Public economics; Political science; Market economy; Politics; Law","score_opus":0.41874417340782893,"score_gpt":0.6000372488605584,"score_spread":0.1812930754527295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015205963","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.6103578e-8,0.7686147,0.000009629926,0.22033729,0.000621631,0.0049957237,0.00055975793,0.00034506118,0.004516172],"genre_scores_gemma":[2.020781e-7,0.9134336,0.00012469162,0.07692711,0.0013148516,0.0020597584,0.00044147455,0.00020505952,0.005493263],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894526,0.0030165957,0.0033651323,0.001050372,0.000395094,0.002720202],"domain_scores_gemma":[0.9951648,0.00067361613,0.0015284253,0.0010115685,0.00021763865,0.0014039596],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031080474,0.00101418,0.0054564383,0.0005711275,0.0032483577,0.00001716732,0.0004375259,0.0004961502,0.0008907629],"category_scores_gemma":[0.0006005721,0.0007878972,0.00043073282,0.0008834859,0.00024839857,0.00013000626,0.00072583236,0.002008351,0.00089586934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018618229,0.00003769841,0.000023315528,0.28660542,0.000051815612,0.0000019628194,0.0005821538,4.684983e-10,6.1554754e-11,0.05144031,0.22372678,0.43752867],"study_design_scores_gemma":[0.00022713178,0.0002944919,0.00006812911,0.18412131,0.00015572854,0.000014882051,0.00009575274,4.5750838e-8,6.0876615e-10,0.00069814455,0.8138951,0.0004293052],"about_ca_topic_score_codex":0.030181514,"about_ca_topic_score_gemma":0.0010931102,"teacher_disagreement_score":0.5901683,"about_ca_system_score_codex":0.0017737452,"about_ca_system_score_gemma":0.0061422717,"threshold_uncertainty_score":0.99988204},"labels":[],"label_agreement":null},{"id":"W2015866633","doi":"10.1111/j.1475-6773.2006.00683.x","title":"The Relationship between Work Hours and Utilization of General Practitioners in Four Canadian Provinces","year":2007,"lang":"en","type":"article","venue":"Health Services Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Saskatchewan; Dalhousie University; Saskatchewan Health; University of Waterloo; University of Manitoba; Health Canada","funders":"","keywords":"Work (physics); Health services research; Medicine; Geography; Nursing; Public health; Engineering","score_opus":0.2831739532134994,"score_gpt":0.5397916204329803,"score_spread":0.2566176672194809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015866633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764049,0.0015638623,0.0000074237664,0.016717115,0.00011900399,0.0011458965,0.000012456606,0.000015242718,0.0040140646],"genre_scores_gemma":[0.9977457,0.00075589126,0.00006148371,0.00036046936,0.00017928435,0.000065863744,0.000028192602,0.000012155876,0.000790988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705654,0.0010150765,0.0004946919,0.0001752688,0.000424092,0.00083434593],"domain_scores_gemma":[0.99484915,0.0042424696,0.00021145956,0.00016644389,0.0002789011,0.00025155142],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00781605,0.0000733508,0.00014734031,0.00037905318,0.002389943,0.000014576892,0.00014714485,0.00011043934,0.000011162245],"category_scores_gemma":[0.00028672945,0.00005463819,0.000011952688,0.0009439988,0.00011249301,0.00013126708,0.000080617734,0.000640143,0.000012093782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003773002,0.000005125682,0.98308676,0.0003578203,0.000005022514,9.492354e-7,0.009322567,5.687987e-7,3.196766e-7,0.0024169723,0.00072345516,0.0040427283],"study_design_scores_gemma":[0.00021698159,0.00006214718,0.97748756,0.00044487766,0.0000014201654,9.414037e-8,0.013652286,0.000005933122,0.0000010207848,0.0012401483,0.0068452773,0.00004223482],"about_ca_topic_score_codex":0.42967632,"about_ca_topic_score_gemma":0.90487224,"teacher_disagreement_score":0.47519594,"about_ca_system_score_codex":0.00042045183,"about_ca_system_score_gemma":0.001090187,"threshold_uncertainty_score":0.9989088},"labels":[],"label_agreement":null},{"id":"W2016574736","doi":"10.15173/glj.v4i2.1135","title":"Solidarity Formations Under Flexibilisation: Workplace Struggles of Precarious Migrants in Thailand","year":2013,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Solidarity; Livelihood; Scholarship; Sociology; Ethnography; Wage; Political economy; Collective bargaining; Wage labour; Capitalism; Political science; Labour economics; Economics; Law","score_opus":0.0372819422818972,"score_gpt":0.3679514081842643,"score_spread":0.3306694659023671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016574736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814177,0.00079697836,0.00024905195,0.0049718586,0.00059236673,0.00042062104,0.00007178509,0.000026424012,0.011453215],"genre_scores_gemma":[0.9979896,0.00014223292,0.00036032317,0.0003424671,0.00018947614,0.000025798776,0.000006387149,0.00000633936,0.00093737507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982738,0.00028430147,0.00064399216,0.000110637084,0.00027291794,0.0004143691],"domain_scores_gemma":[0.9989707,0.00013123266,0.00031772576,0.0001403956,0.0003295425,0.00011044372],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046484557,0.00012701804,0.00025678778,0.000068524256,0.0005973114,0.00002894578,0.00016335031,0.00012454264,0.0009915078],"category_scores_gemma":[0.000115632305,0.0000990028,0.00006349024,0.00027560416,0.000060741502,0.0003878149,0.0000885053,0.00044179655,0.00011072705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036448546,0.000064447275,0.9684172,0.00005776319,0.000045029625,0.000001733941,0.0034551234,0.00009764982,0.00001530953,0.008125789,0.018545406,0.0011380436],"study_design_scores_gemma":[0.0011257903,0.000043643457,0.93809557,0.00023873571,0.000013723984,0.000008918646,0.0056782947,0.00003583451,0.0000055162395,0.052315764,0.0023343775,0.00010380658],"about_ca_topic_score_codex":0.0013544913,"about_ca_topic_score_gemma":0.0047684526,"teacher_disagreement_score":0.04418997,"about_ca_system_score_codex":0.00024218834,"about_ca_system_score_gemma":0.00024274492,"threshold_uncertainty_score":0.99992174},"labels":[],"label_agreement":null},{"id":"W2017463307","doi":"10.1016/j.socscimed.2009.08.038","title":"Job authority and health: Unraveling the competing suppression and explanatory influences","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anger; Psychology; Social psychology; Association (psychology); Earnings; Interpersonal communication; Distress; Mental health; Perspective (graphical); Demographic economics; Clinical psychology; Psychiatry; Economics","score_opus":0.10574626116525605,"score_gpt":0.471730194447548,"score_spread":0.36598393328229195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017463307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8509609,0.0017616611,0.000010369619,0.14053771,0.00044131404,0.00025969566,0.0000011550533,0.00004277727,0.005984392],"genre_scores_gemma":[0.9928107,0.00031459655,0.000008706033,0.0061431606,0.0006446591,0.000006594676,7.484662e-7,0.0000025334682,0.00006826996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984744,0.00019172176,0.0002754401,0.00021971717,0.00041864216,0.00042004205],"domain_scores_gemma":[0.9993587,0.00024166286,0.0001089767,0.0000725802,0.00009081904,0.00012727054],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038169418,0.00009185419,0.00020842675,0.000055940625,0.00663165,0.000010692973,0.00013761142,0.000046418438,0.00002279463],"category_scores_gemma":[0.00035658386,0.000050648,0.000009724792,0.00030096143,0.0012223299,0.0001368893,0.00009034152,0.00033097673,0.0000012520139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010628725,0.000007939342,0.7244875,0.000050378032,0.0000036068284,0.0000012409296,0.21675478,9.95201e-8,0.001178114,0.018488238,0.006228232,0.03278926],"study_design_scores_gemma":[0.00032143592,0.00009498813,0.9604102,0.0002888756,0.0000069102675,5.666577e-7,0.030661462,0.00001705678,0.0000057759444,0.0037717335,0.0043558157,0.000065208835],"about_ca_topic_score_codex":0.00086334813,"about_ca_topic_score_gemma":0.00011166246,"teacher_disagreement_score":0.23592268,"about_ca_system_score_codex":0.00005918437,"about_ca_system_score_gemma":0.00015182683,"threshold_uncertainty_score":0.99466157},"labels":[],"label_agreement":null},{"id":"W2018824679","doi":"10.1186/s40359-014-0025-4","title":"Gender differences in the age-cohort distribution of psychological distress in Canadian adults: findings from a national longitudinal survey","year":2014,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Cohort; Demography; Population; Distress; Psychology; Cohort study; Longitudinal study; Psychological distress; Young adult; Cohort effect; Mental health; Clinical psychology; Medicine; Psychiatry; Developmental psychology","score_opus":0.17898532603292194,"score_gpt":0.45029409822107686,"score_spread":0.2713087721881549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018824679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993293,0.000054246433,0.000111791276,0.00097034493,0.0004645073,0.00041245794,0.00056213053,0.000010847168,0.00412067],"genre_scores_gemma":[0.99798715,0.000031092128,0.00001917172,0.0007640126,0.00010431399,0.00018443223,0.0008683003,0.0000062112317,0.000035295696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968695,0.0015286495,0.0005078382,0.00037939227,0.0002230171,0.0004915897],"domain_scores_gemma":[0.99824184,0.0012775909,0.000110043264,0.00021559277,0.00009413388,0.000060803628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018037913,0.00014037291,0.0003134848,0.000116408904,0.00018571083,0.0000049642836,0.00032764988,0.00023455398,0.00020334305],"category_scores_gemma":[0.0009017599,0.00009474437,0.000042306252,0.00029101557,0.00017035424,0.00003747192,0.000037687358,0.00041796078,0.00003564841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014209756,0.00012608335,0.9901106,0.000013403985,0.000010686117,0.0000032679118,0.0008283036,3.5333983e-7,0.000002491426,0.002612145,0.006083253,0.000067338275],"study_design_scores_gemma":[0.0010232636,0.00006610478,0.9946777,0.000050686955,0.000005015178,6.7773055e-7,0.00022446946,0.000016114484,1.5726404e-7,0.0032946772,0.0005425033,0.000098614495],"about_ca_topic_score_codex":0.26626605,"about_ca_topic_score_gemma":0.9017641,"teacher_disagreement_score":0.63549805,"about_ca_system_score_codex":0.000111347705,"about_ca_system_score_gemma":0.000057118625,"threshold_uncertainty_score":0.7386199},"labels":[],"label_agreement":null},{"id":"W2018992317","doi":"10.1108/ijse-05-2013-0111","title":"The impact of economic downturn on mental health in Canada","year":2015,"lang":"en","type":"article","venue":"International Journal of Social Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Unemployment; Mental health; Recession; Depression (economics); Population; Marital status; Demographic economics; Psychology; Longitudinal study; Originality; Scale (ratio); Economics; Demography; Medicine; Psychiatry; Environmental health; Social psychology; Economic growth; Geography; Sociology","score_opus":0.05386958556827327,"score_gpt":0.4340097573939735,"score_spread":0.38014017182570026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018992317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96057284,0.000100615136,5.955489e-7,0.031446144,0.0024554355,0.00007418744,0.00010717599,0.0000011938529,0.0052418206],"genre_scores_gemma":[0.9982653,0.0005087567,0.0000051563884,0.00042732744,0.0006501744,0.0000018409781,0.0000052483956,0.0000068112327,0.00012937239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989346,0.000072805786,0.0006924978,0.000049261373,0.000090491834,0.00016030682],"domain_scores_gemma":[0.9987507,0.00016927991,0.0008515321,0.00003667386,0.0001238009,0.000068005145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056646165,0.00006800982,0.00021774949,0.00006262581,0.0001470162,0.0000070381006,0.00025316735,0.000026771431,0.000059333324],"category_scores_gemma":[0.000036444133,0.00004789041,0.000090367714,0.0000134167785,0.00003122979,0.000083338266,0.00005238743,0.00022507546,0.0000059930076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0018445392,0.000110447705,0.6039415,0.000010004765,0.0010953087,0.000007707653,0.01730301,0.0035649112,0.00000426382,0.030136064,0.31564698,0.026335254],"study_design_scores_gemma":[0.010409834,0.00079445535,0.70522106,0.0002796723,0.000013634923,0.000018969688,0.043626294,0.00076260464,0.000017640461,0.021323472,0.21714847,0.00038390356],"about_ca_topic_score_codex":0.4962755,"about_ca_topic_score_gemma":0.77214414,"teacher_disagreement_score":0.27586862,"about_ca_system_score_codex":0.0075958995,"about_ca_system_score_gemma":0.0058032265,"threshold_uncertainty_score":0.9998329},"labels":[],"label_agreement":null},{"id":"W2019596963","doi":"10.3390/min1010030","title":"Mental Health, Cardiovascular Disease and Declining Economies in British Columbia Mining Communities","year":2011,"lang":"en","type":"article","venue":"Minerals","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Victoria; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia; Michael Smith Health Research BC","keywords":"Population; Demography; Census; Incidence (geometry); Geography; Disease; Recession; Medicine; Environmental health; Economics","score_opus":0.10903016928054864,"score_gpt":0.3472810573525659,"score_spread":0.23825088807201728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019596963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843029,0.009382769,0.0000011830724,0.0007120487,0.00026439133,0.0004599821,0.000060562288,0.000052026408,0.004764177],"genre_scores_gemma":[0.9912909,0.0024530618,0.00024763832,0.001154711,0.00010043556,0.00017045505,0.000040752428,0.000021320971,0.0045206733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851185,0.00040636232,0.00043490797,0.0001661832,0.00008617933,0.0003945028],"domain_scores_gemma":[0.9994033,0.00013741704,0.00008859126,0.00021510798,0.000028714117,0.00012687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072428293,0.000093185125,0.00040523295,0.000043738823,0.0009842574,0.000031894193,0.0000901242,0.000048256497,0.0003997621],"category_scores_gemma":[0.000039581555,0.00013854685,0.00007669971,0.000052589443,0.00010759813,0.00013856484,0.00019607804,0.00017501415,0.000010054046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010467093,0.000025559906,0.9473365,0.000115099356,0.00011854987,0.000009458962,0.028749367,7.3232405e-7,0.0000011670779,0.000025840167,0.020940904,0.00266638],"study_design_scores_gemma":[0.0013728909,0.00006629017,0.90101016,0.00077936304,0.000035557245,0.0000022810907,0.051266268,0.000025336849,3.924286e-7,0.00042067,0.04478523,0.0002355706],"about_ca_topic_score_codex":0.25607732,"about_ca_topic_score_gemma":0.47912198,"teacher_disagreement_score":0.22304466,"about_ca_system_score_codex":0.000062925195,"about_ca_system_score_gemma":0.00006859188,"threshold_uncertainty_score":0.75702125},"labels":[],"label_agreement":null},{"id":"W2019746295","doi":"10.7202/050115ar","title":"Consequences of not Working Sixteen Months After a Plant Closing","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Political science; Law","score_opus":0.08959915484321886,"score_gpt":0.3615488012581672,"score_spread":0.27194964641494834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019746295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9284324,0.001396982,0.00010801384,0.022031939,0.00027729996,0.00052967586,0.0000712874,0.000101071426,0.047051303],"genre_scores_gemma":[0.99211234,0.00013036942,0.0004783866,0.0002673765,0.0003344065,0.00007734844,0.000015562597,0.000013048015,0.0065711564],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872154,0.00015206229,0.00050859625,0.0001591528,0.00017905855,0.0002796178],"domain_scores_gemma":[0.9988115,0.000684517,0.00021350864,0.00016547262,0.00007597081,0.00004903199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027275537,0.00011899234,0.00020337565,0.00012300714,0.0006201662,0.000005718618,0.00009047467,0.0002503993,0.00055748876],"category_scores_gemma":[0.00016632972,0.00010143795,0.00005221967,0.0002289515,0.0001556728,0.000106817904,0.00007625332,0.000500563,0.000121385165],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009010401,0.000056776968,0.9469361,0.000010226014,0.00010905493,0.00000492864,0.009790858,0.00018776464,0.00046166228,0.01001648,0.020964038,0.011372036],"study_design_scores_gemma":[0.0015440219,0.000096129086,0.17438258,0.0019376462,0.00019969854,0.0000033226029,0.01387325,0.0001624663,0.0037952543,0.0013124236,0.8021377,0.00055556255],"about_ca_topic_score_codex":0.00016490411,"about_ca_topic_score_gemma":0.00021081178,"teacher_disagreement_score":0.7811736,"about_ca_system_score_codex":0.00007553097,"about_ca_system_score_gemma":0.00017384496,"threshold_uncertainty_score":0.6104111},"labels":[],"label_agreement":null},{"id":"W2019859942","doi":"10.1177/1462474507080481","title":"Book review: Global lockdown: Race, gender, and the prison-industrial complex, Julia Sudbury (ed.). New York: Routledge, 2005. 323 pp. (including index). $27.95 (pbk). ISBN 0—415—95057—0","year":2007,"lang":"en","type":"article","venue":"Punishment & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Index (typography); Race (biology); Sociology; Media studies; Criminology; Gender studies; Computer science","score_opus":0.10669510459473086,"score_gpt":0.38763912476697965,"score_spread":0.2809440201722488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019859942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001775873,0.90745914,0.0010961547,0.058742233,0.0030897078,0.005741723,0.000101920356,0.000439477,0.021553772],"genre_scores_gemma":[0.018817548,0.78148013,0.0006746168,0.13111998,0.008151545,0.00043066876,0.00028771773,0.00018947979,0.058848318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99392295,0.0006737348,0.0015829247,0.0008496557,0.0010588572,0.0019118672],"domain_scores_gemma":[0.99672705,0.00090867834,0.0008113798,0.00077601057,0.00022281404,0.0005540385],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049363114,0.00071400736,0.0012398192,0.000023816172,0.0032555372,0.000081723054,0.0006446115,0.00058245764,0.0018167217],"category_scores_gemma":[0.00023822983,0.00051839795,0.0005920848,0.0004893057,0.00053781684,0.00030169467,0.0012099185,0.0016097855,0.00026752238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016035515,0.00010413652,0.05756227,0.00048038253,0.00040496868,0.0000036873269,0.004038889,0.0000014878293,0.0000041519093,0.0006931959,0.93373865,0.002807817],"study_design_scores_gemma":[0.0067861904,0.00005700453,0.013339243,0.000968316,0.0003766152,0.0000044732087,0.0046017906,0.000065906686,0.0000040392247,0.0003631938,0.97289336,0.0005398576],"about_ca_topic_score_codex":0.0011257523,"about_ca_topic_score_gemma":0.00022180867,"teacher_disagreement_score":0.12597902,"about_ca_system_score_codex":0.00094917056,"about_ca_system_score_gemma":0.0005116089,"threshold_uncertainty_score":0.9997268},"labels":[],"label_agreement":null},{"id":"W2019939995","doi":"10.1177/0020764011418404","title":"Psychological distress in Canada: The role of employment and reasons of non-employment","year":2011,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Institut universitaire en santé mentale de Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Social support; Psychological distress; Distress; Population; Job insecurity; Sample (material); Marital status; Psychological well-being; Mental health; Clinical psychology; Work (physics); Social psychology; Medicine; Psychiatry; Environmental health","score_opus":0.037762411763048065,"score_gpt":0.3828378876260808,"score_spread":0.3450754758630327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019939995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98364645,0.0005057393,0.000012799317,0.0074655525,0.0018783844,0.00014201464,0.0000532692,0.0000021100348,0.006293678],"genre_scores_gemma":[0.9989839,0.00014971037,0.00013243093,0.00029978348,0.00035127855,0.000007822568,0.0000017344895,0.0000073150973,0.000066005654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841446,0.0001271371,0.0007633785,0.00008828792,0.00044650838,0.00016024435],"domain_scores_gemma":[0.9987691,0.00010010447,0.00073366234,0.00006813977,0.000284842,0.00004416379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003543077,0.00009428832,0.00025964412,0.0000724041,0.00011211414,0.0000020972977,0.00033491437,0.00005977693,0.00014502332],"category_scores_gemma":[0.000033748725,0.000062365376,0.00008265359,0.00007196729,0.00010254327,0.000053099564,0.00010291118,0.0003224015,8.023128e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027182582,0.0002222199,0.97887594,0.000012099738,0.00018204613,0.000003951921,0.0050225733,5.533835e-7,0.000053488748,0.0076877405,0.0043339063,0.0033336594],"study_design_scores_gemma":[0.00083792594,0.00010257233,0.9810187,0.00016620944,0.000024995765,0.000003072196,0.01074193,0.0000015108346,0.000024136092,0.005626551,0.0013962429,0.00005612609],"about_ca_topic_score_codex":0.16422041,"about_ca_topic_score_gemma":0.30652753,"teacher_disagreement_score":0.1423071,"about_ca_system_score_codex":0.0001668122,"about_ca_system_score_gemma":0.00034093106,"threshold_uncertainty_score":0.84134513},"labels":[],"label_agreement":null},{"id":"W2019992434","doi":"10.1016/j.ijlp.2007.06.005","title":"‘This just isn't sustainable’: Precarious employment, stress and workers' health","year":2007,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":136,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Auto Workers; McMaster University","funders":"","keywords":"Precarious work; Psychology; Occupational safety and health; Demographic economics; Sociology; Labour economics; Political science; Economics; Work (physics); Engineering","score_opus":0.03041252910580304,"score_gpt":0.4164017154792423,"score_spread":0.38598918637343926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019992434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72907794,0.025109207,0.00074798946,0.108465016,0.013097574,0.00065675523,0.000057344518,0.000058804148,0.122729346],"genre_scores_gemma":[0.97230804,0.0015497957,0.00084044173,0.008585316,0.0022482749,0.0000044106737,0.000006912775,0.000022980174,0.0144338235],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982989,0.0001365188,0.00069864234,0.00013843362,0.00036112106,0.0003664219],"domain_scores_gemma":[0.9985888,0.00019630899,0.0005284063,0.000078007084,0.0004204373,0.0001880357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012852565,0.00013565327,0.0002449364,0.00015434029,0.0006270698,0.000031786225,0.0001716125,0.00009015121,0.00020114344],"category_scores_gemma":[0.000036133115,0.00010878839,0.00006230348,0.00005724709,0.00009365834,0.00019750147,0.00011764311,0.0005362037,0.000005199153],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002907899,0.00011307224,0.8497197,0.00015651998,0.00029734123,0.000034404187,0.00803331,6.5889003e-7,0.0000020763182,0.08662106,0.05199071,0.0027403529],"study_design_scores_gemma":[0.0038923516,0.0006235127,0.39383218,0.001499441,0.0000734746,0.000082753184,0.020765414,0.0000018416855,0.000006104388,0.00792,0.57101667,0.00028623594],"about_ca_topic_score_codex":0.0014015738,"about_ca_topic_score_gemma":0.0018009259,"teacher_disagreement_score":0.519026,"about_ca_system_score_codex":0.000106583524,"about_ca_system_score_gemma":0.0002576619,"threshold_uncertainty_score":0.48229772},"labels":[],"label_agreement":null},{"id":"W2020872562","doi":"10.1177/0160449x14530689","title":"Labor Confronts Austerity","year":2014,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; York University","funders":"","keywords":"Austerity; Economics; Labour economics; Political science; Law; Politics","score_opus":0.08930595668830195,"score_gpt":0.46217961276769826,"score_spread":0.3728736560793963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020872562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90795106,0.008534575,0.00013809055,0.045117993,0.006795805,0.00041945427,0.000044096912,0.00017441317,0.030824535],"genre_scores_gemma":[0.94213843,0.0066858237,0.0005453925,0.012130716,0.004894183,0.0000893565,0.0000037035347,0.000053814612,0.033458553],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976306,0.00058428623,0.0005964381,0.0002010916,0.0003178111,0.0006697588],"domain_scores_gemma":[0.9979579,0.0004914567,0.00033207194,0.00020976804,0.0008531945,0.00015560784],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011706512,0.00021675785,0.0005175025,0.0000744348,0.0027032597,0.000018877987,0.00021059113,0.000099010824,0.0004134508],"category_scores_gemma":[0.0009098038,0.00015302905,0.00008021407,0.00017059689,0.00014074483,0.00014497427,0.00028250742,0.00079003815,0.00036834195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009331848,0.00005686089,0.6526617,0.00015982211,0.0005829275,0.000017696146,0.014872726,0.0000010983989,0.00014066383,0.0084791435,0.3175969,0.0053371517],"study_design_scores_gemma":[0.0013122021,0.00014451997,0.34403968,0.00020932009,0.0000638391,0.0000054627494,0.009710891,0.000003750985,0.000011689401,0.0035593517,0.64075315,0.00018612745],"about_ca_topic_score_codex":0.000029914818,"about_ca_topic_score_gemma":0.0003002533,"teacher_disagreement_score":0.32315624,"about_ca_system_score_codex":0.00013463556,"about_ca_system_score_gemma":0.00007169409,"threshold_uncertainty_score":0.99859506},"labels":[],"label_agreement":null},{"id":"W2021788132","doi":"10.2105/ajph.2011.300475","title":"Unemployment and Mortality: A Comparative Study of Germany and the United States","year":2012,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Unemployment; Demography; Relative risk; Confidence interval; Panel Study of Income Dynamics; Confounding; German; Association (psychology); Economics; Demographic economics; Medicine; Geography; Psychology; Sociology; Economic growth","score_opus":0.184602503082558,"score_gpt":0.4789046453651087,"score_spread":0.2943021422825507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021788132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722104,0.0010698311,0.00007043785,0.025816841,0.00013868134,0.00054849667,0.0000069424295,0.000007955881,0.00013037883],"genre_scores_gemma":[0.9962478,0.001212255,0.000043053984,0.0023017453,0.00012688767,0.000017777062,0.0000020303492,0.0000086345135,0.00003979856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99549425,0.0027659086,0.00088134204,0.000083595936,0.0003204936,0.00045440343],"domain_scores_gemma":[0.99684435,0.0009480181,0.0014278386,0.00013395332,0.0003003706,0.0003454825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193103,0.000121759665,0.00071748917,0.00018820194,0.000494725,0.000009090059,0.000103977116,0.00001528543,0.000016146232],"category_scores_gemma":[0.0000946575,0.000067435685,0.000032076325,0.0003945307,0.00057277514,0.00015683264,0.00011663234,0.000370551,8.900201e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000636505,0.0002184258,0.7896794,0.000037005084,0.00030559688,5.126543e-7,0.20404372,8.031305e-7,4.9746984e-7,0.0015619474,0.0013680251,0.0027203928],"study_design_scores_gemma":[0.0022283809,0.0014282903,0.6458346,0.000046906713,0.00004148819,0.0000044167955,0.33923206,0.000019188119,1.8636028e-7,0.000107886146,0.010997823,0.000058714275],"about_ca_topic_score_codex":0.0055456962,"about_ca_topic_score_gemma":0.0003343144,"teacher_disagreement_score":0.14384477,"about_ca_system_score_codex":0.00007224806,"about_ca_system_score_gemma":0.00021731056,"threshold_uncertainty_score":0.8383471},"labels":[],"label_agreement":null},{"id":"W2022048459","doi":"10.1111/j.1564-9148.2011.00104.x","title":"La administración y financiación de la licencia remunerada por enfermedad","year":2011,"lang":"es","type":"article","venue":"Revista Internacional del Trabajo","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06539947036694528,"score_gpt":0.39409692823854214,"score_spread":0.3286974578715969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022048459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8604963,0.005654358,0.00029662796,0.0016914058,0.00097555993,0.000808742,0.00042444456,0.00023495368,0.1294176],"genre_scores_gemma":[0.98238695,0.0049845832,0.00066864194,0.0009682022,0.0009654277,0.00015592863,0.00006518001,0.00012810851,0.009677001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942093,0.0018461002,0.0013931087,0.00078909146,0.00060697406,0.0011554458],"domain_scores_gemma":[0.9965472,0.0014235558,0.0006342461,0.0006576146,0.00029399246,0.0004433475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020097313,0.0007318007,0.0009340563,0.00023200657,0.0007358107,0.00010634715,0.0008171851,0.00080249895,0.0026876924],"category_scores_gemma":[0.00075169775,0.0006727938,0.0005613421,0.0002832444,0.0005606988,0.00027185792,0.00041644345,0.0019952357,0.0011133627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006005413,0.0011014352,0.47920823,0.0018746649,0.0005108654,0.0009716402,0.011465506,2.2456317e-7,0.0003742969,0.4613095,0.031840585,0.010742541],"study_design_scores_gemma":[0.0010078786,0.00037086167,0.55171514,0.004135737,0.00021284362,0.0001326551,0.0014374134,0.000022289873,0.00012172816,0.0017584411,0.43836227,0.0007227524],"about_ca_topic_score_codex":0.00073657645,"about_ca_topic_score_gemma":0.00008773103,"teacher_disagreement_score":0.45955104,"about_ca_system_score_codex":0.00039835987,"about_ca_system_score_gemma":0.00093830976,"threshold_uncertainty_score":0.99966437},"labels":[],"label_agreement":null},{"id":"W2022396005","doi":"10.12927/whp.2008.19930","title":"Work Status and Health of Women: A Comparative Study of Northern and Southern States of Rural India","year":2008,"lang":"en","type":"article","venue":"World health & population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Geography; Socioeconomics; Environmental health; Medicine; Sociology","score_opus":0.0840509183159067,"score_gpt":0.4181921494328659,"score_spread":0.3341412311169592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022396005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99575776,0.0016076386,0.0000038074706,0.00095516624,0.00008694557,0.0014835326,0.000045371668,0.0000214614,0.000038315746],"genre_scores_gemma":[0.9990465,0.00038564086,0.000052749554,0.00017940384,0.00003148501,0.000056634017,0.000052084655,0.000014555865,0.00018092053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745524,0.00054133177,0.001106265,0.00015418885,0.00025407365,0.0004888992],"domain_scores_gemma":[0.99812144,0.0002076403,0.0012046164,0.00015097672,0.00014419037,0.00017111222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007451087,0.00014820571,0.0007854173,0.00022011944,0.00057662703,0.0000012006533,0.000041792006,0.000035082776,0.000017783943],"category_scores_gemma":[0.000016304619,0.00012677268,0.00002045116,0.00039343216,0.000097904216,0.00006221937,0.00006835099,0.00020049686,0.0000012664332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013156765,0.00017115782,0.6800363,0.00032997064,0.00003263284,8.470803e-8,0.31809473,0.000015854543,5.028081e-7,0.00009413586,0.00012210001,0.0009709768],"study_design_scores_gemma":[0.0012553912,0.0008384547,0.8804675,0.00023359567,0.0000052430187,9.57031e-8,0.11679414,0.0000075479365,2.9845654e-7,0.00022940373,0.00009932591,0.00006901782],"about_ca_topic_score_codex":0.033334974,"about_ca_topic_score_gemma":0.05108029,"teacher_disagreement_score":0.20130058,"about_ca_system_score_codex":0.0002490872,"about_ca_system_score_gemma":0.00019455505,"threshold_uncertainty_score":0.97310215},"labels":[],"label_agreement":null},{"id":"W2022537762","doi":"10.1016/s0277-9536(99)00431-1","title":"Chronic physical illness, psychiatric disorder and disability in the workplace","year":2000,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":270,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"CIDI; Mental health; Mental illness; Workforce; Psychiatry; Anxiety; Medicine; Gerontology; National Comorbidity Survey; Psychology","score_opus":0.02415108177627892,"score_gpt":0.41578422060886494,"score_spread":0.391633138832586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022537762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89471936,0.0005801553,0.0000017864778,0.07648715,0.0002399294,0.0003869594,0.0000011264727,0.000021993299,0.027561512],"genre_scores_gemma":[0.99650496,0.0001537279,6.191806e-7,0.00078686466,0.0019467744,0.00006318487,0.0000010907199,0.000003868898,0.00053890917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985005,0.00021267319,0.00018697411,0.00024272931,0.00042294286,0.0004341265],"domain_scores_gemma":[0.99948955,0.0002642254,0.000042848038,0.00012812702,0.000026951506,0.000048290753],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013936474,0.00009315945,0.00018512385,0.000025392827,0.0022911464,0.0000051353936,0.00024014516,0.000039481045,0.00039705477],"category_scores_gemma":[0.00011994896,0.00004937897,0.000019963378,0.0010773678,0.0025491605,0.000109567074,0.000041775926,0.0003329959,0.000019306652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014879793,0.00005949403,0.81928897,0.00003019216,0.0000017829585,4.089608e-7,0.08627792,2.467958e-7,0.0000093155195,0.004459547,0.002666681,0.08719056],"study_design_scores_gemma":[0.0007443988,0.000081045735,0.9462941,0.000039206214,0.000013099352,1.6008416e-7,0.013373083,0.000015789137,1.3688735e-7,0.0059122765,0.033441164,0.00008551871],"about_ca_topic_score_codex":0.0009872732,"about_ca_topic_score_gemma":0.0012347603,"teacher_disagreement_score":0.12700516,"about_ca_system_score_codex":0.00013003431,"about_ca_system_score_gemma":0.00010975619,"threshold_uncertainty_score":0.99900776},"labels":[],"label_agreement":null},{"id":"W2022549114","doi":"10.3917/nrp.015.0091","title":"Travailler à la marge : reconnaître des « professions oubliées »","year":2013,"lang":"fr","type":"article","venue":"Nouvelle revue de psychosociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.10582627507097085,"score_gpt":0.3981246983950828,"score_spread":0.29229842332411193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022549114","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43015435,0.029809738,0.0003112993,0.30929494,0.008514105,0.0028138845,0.00016667595,0.00049973046,0.21843527],"genre_scores_gemma":[0.43285683,0.03974577,0.0044100373,0.0038488526,0.0030710888,0.0019416502,0.00007709991,0.000185303,0.5138634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99259466,0.003131439,0.001083854,0.00085276464,0.00020062205,0.002136648],"domain_scores_gemma":[0.99469835,0.0031677613,0.00044628972,0.00076656597,0.00042935935,0.0004916584],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001826028,0.00064767426,0.00089688244,0.00018026672,0.0021877994,0.00005653797,0.00065359037,0.0020892066,0.0224348],"category_scores_gemma":[0.0012533334,0.00056650117,0.00040739635,0.00041033665,0.0013140498,0.00039659918,0.00038202194,0.0024804906,0.008636208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041916333,0.00046479798,0.17980179,0.0011833967,0.00025751645,0.000017160999,0.04353796,0.0000016131584,0.00016123305,0.0063829734,0.6973251,0.07082454],"study_design_scores_gemma":[0.0013611478,0.00028689293,0.24279861,0.0026375034,0.00013077777,0.000014971023,0.067647554,0.000047862766,0.000017609085,0.03271514,0.6515676,0.00077436055],"about_ca_topic_score_codex":0.001111588,"about_ca_topic_score_gemma":0.0003270261,"teacher_disagreement_score":0.3054461,"about_ca_system_score_codex":0.00049888995,"about_ca_system_score_gemma":0.0004681466,"threshold_uncertainty_score":0.9998208},"labels":[],"label_agreement":null},{"id":"W2022760859","doi":"10.1177/09500172004042770","title":"Caring for Nothing","year":2004,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":242,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Workforce; Public relations; Work (physics); Nothing; Social work; Altruism (biology); Coercion (linguistics); Business; Sociology; Social psychology; Political science; Psychology; Law; Engineering","score_opus":0.05958143471561275,"score_gpt":0.3828562239007886,"score_spread":0.3232747891851758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022760859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97047377,0.0009935641,0.003667625,0.017113179,0.0008842921,0.0013161665,0.000009724288,0.00028575718,0.0052559227],"genre_scores_gemma":[0.9795293,0.00039622418,0.003942649,0.005348074,0.00074346765,0.0004510232,0.000017650402,0.0000442602,0.0095273275],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989661,0.000021237447,0.00023926025,0.00022130746,0.000121329496,0.0004307648],"domain_scores_gemma":[0.9995172,0.00017130724,0.0000715077,0.0001162346,0.00005285987,0.00007088993],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003219641,0.00013522577,0.0001943997,0.00001366422,0.0017235285,0.000012873323,0.000066721186,0.00011556455,0.00002507026],"category_scores_gemma":[0.000021940717,0.00011440763,0.00013376563,0.0000970684,0.000053293676,0.000073395786,0.00011926224,0.00021193207,0.0000152325865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008000707,0.00010999268,0.60077876,0.0003968369,0.00040900728,0.000001540962,0.28562716,0.000042937165,0.0002527084,0.043434363,0.061879158,0.006987508],"study_design_scores_gemma":[0.009039347,0.00027644355,0.22367184,0.0012129397,0.00022461553,5.9125995e-7,0.037153084,0.000020139716,0.00016597174,0.017001439,0.71026266,0.0009709341],"about_ca_topic_score_codex":0.00013067755,"about_ca_topic_score_gemma":0.000028313074,"teacher_disagreement_score":0.6483835,"about_ca_system_score_codex":0.0001243854,"about_ca_system_score_gemma":0.000042083153,"threshold_uncertainty_score":0.9995761},"labels":[],"label_agreement":null},{"id":"W2022763289","doi":"10.3138/cpp.36.2.241","title":"A Decade Later: Assessing Successes and Challenges in Manitoba's Provincial Immigrant Nominee Program","year":2010,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immigration; Settlement (finance); Inequality; Political science; New immigrants; Service (business); Public administration; Geography; Economic growth; Business; Law; Economics; Marketing; Finance","score_opus":0.08257708648159488,"score_gpt":0.3849790573276777,"score_spread":0.3024019708460828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022763289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.839173,0.00071278797,2.0057418e-7,0.1416226,0.00037478798,0.0008306193,0.000036413843,0.00010586614,0.01714372],"genre_scores_gemma":[0.99618834,0.0005722858,0.00007698552,0.0011290673,0.0012765902,0.00046296124,0.000017127146,0.00003560303,0.00024105207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788404,0.00012844808,0.00034720718,0.00033294095,0.00012639865,0.0011809786],"domain_scores_gemma":[0.99873495,0.00014585562,0.00009855695,0.0002463736,0.00011273938,0.00066152314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046270897,0.00021013361,0.0002794755,0.00083846,0.0007818606,0.00010142528,0.00022952855,0.0002720156,0.000052512845],"category_scores_gemma":[0.0006400905,0.00019019248,0.000032638927,0.00035121266,0.0001423383,0.00040910844,0.000108713175,0.0006942385,0.000028727338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051072434,0.000051135088,0.63609666,0.0002679734,0.000026180598,0.000034807483,0.0034752407,1.3882196e-8,0.000052910065,0.05482015,0.0014161038,0.30375373],"study_design_scores_gemma":[0.00040490032,0.000026765512,0.57800424,0.00004931399,0.0000051793645,0.000004141113,0.001835294,0.0000065011095,0.0000030647175,0.0005740016,0.41891783,0.00016874506],"about_ca_topic_score_codex":0.72235054,"about_ca_topic_score_gemma":0.9962252,"teacher_disagreement_score":0.41750175,"about_ca_system_score_codex":0.00040866114,"about_ca_system_score_gemma":0.0035963187,"threshold_uncertainty_score":0.77558243},"labels":[],"label_agreement":null},{"id":"W2022991434","doi":"10.1016/j.socscimed.2011.01.005","title":"Losing life and livelihood: A systematic review and meta-analysis of unemployment and all-cause mortality","year":2011,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":770,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institutes of Health; National Heart, Lung, and Blood Institute; U.S. Department of Labor","keywords":"Unemployment; Hazard ratio; Demography; Meta-analysis; Medicine; Public health; Psychological intervention; Gerontology; Proportional hazards model; Risk of mortality; Environmental health; Confidence interval; Economics; Surgery; Psychiatry; Economic growth; Internal medicine","score_opus":0.42960123238280506,"score_gpt":0.5383989298098041,"score_spread":0.10879769742699902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022991434","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000084001054,0.9946057,0.0000036535264,0.0013679062,0.00007972054,0.003039541,0.000047088444,0.000021938102,0.0007504231],"genre_scores_gemma":[0.00033386875,0.99774176,0.000004339861,0.0012489712,0.00007693098,0.00034779042,0.000010887996,0.0000157346,0.00021970565],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99561656,0.0009614445,0.0017146808,0.0006017403,0.0006572964,0.00044830356],"domain_scores_gemma":[0.9969524,0.00056679675,0.0015777998,0.0003364832,0.0002784875,0.00028800545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005981702,0.00041135738,0.008371321,0.00035683208,0.0009030236,0.000009256301,0.00026399197,0.00016302335,0.00019404126],"category_scores_gemma":[0.0013444747,0.00022186353,0.0003868601,0.0014448756,0.0016895517,0.00011071314,0.00035124857,0.00035447459,0.0000020229982],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.432027e-7,0.000023016193,0.0005994751,0.8775199,0.10690633,0.0000021435783,0.010978205,8.42662e-10,1.1657009e-7,0.002222822,0.00050450093,0.0012425145],"study_design_scores_gemma":[0.000100522484,0.000050571212,0.00021211574,0.04176347,0.94852036,8.4144943e-7,0.00085503,3.1224224e-7,6.540977e-9,0.00009202079,0.008206782,0.00019799221],"about_ca_topic_score_codex":0.00068115443,"about_ca_topic_score_gemma":0.00015345457,"teacher_disagreement_score":0.841614,"about_ca_system_score_codex":0.000081005106,"about_ca_system_score_gemma":0.0002780539,"threshold_uncertainty_score":0.90473324},"labels":[],"label_agreement":null},{"id":"W2023799298","doi":"10.5539/ass.v11n4p117","title":"Empirical Analysis of Job Satisfaction Determinants in Russia","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Respondent; Psychology; Job attitude; Job design; Demographic economics; Population; Incentive; Gainful employment; Relevance (law); Job performance; Social psychology; Political science; Economics; Medicine; Environmental health","score_opus":0.11967387052824209,"score_gpt":0.49109330478457847,"score_spread":0.3714194342563364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023799298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8985439,0.000009785045,0.0000172112,0.0015160104,0.0002035969,0.00010776898,0.0000036919205,0.000014984742,0.09958305],"genre_scores_gemma":[0.9995347,0.0000029403636,0.000032428914,0.00013745957,0.00006289604,0.000012347684,4.365934e-7,0.0000025647032,0.00021420461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876565,0.00013649113,0.00026487315,0.00016578338,0.00036983113,0.00029735023],"domain_scores_gemma":[0.9995661,0.000048178314,0.00012028099,0.00008314011,0.000105458814,0.000076886216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097327377,0.00005580539,0.00022092358,0.00026295116,0.0004904048,0.000004697633,0.00012872813,0.00006139715,0.000041594714],"category_scores_gemma":[0.00020732825,0.000046203437,0.000043707914,0.002365124,0.00030321578,0.00016327859,0.000094455594,0.00012408005,0.000021645244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064288492,0.0000070092947,0.96318537,0.0000032445523,0.00001012057,9.042172e-7,0.017838519,1.0650498e-7,0.000040807157,0.0005867045,0.00053184055,0.017788945],"study_design_scores_gemma":[0.00015853658,0.000018313267,0.9914909,0.000008891402,0.000038219252,3.0749657e-8,0.0072822683,0.000015418982,0.000009996853,0.0006023724,0.0003253168,0.000049707138],"about_ca_topic_score_codex":0.0014109024,"about_ca_topic_score_gemma":0.0064557586,"teacher_disagreement_score":0.10099082,"about_ca_system_score_codex":0.0002048257,"about_ca_system_score_gemma":0.00027100387,"threshold_uncertainty_score":0.3771847},"labels":[],"label_agreement":null},{"id":"W2024365126","doi":"10.1108/01443330310790642","title":"Part‐time and casual nursing work: the perils of healthcare restructuring","year":2003,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Casual; Restructuring; Context (archaeology); Health care; Work (physics); Subject (documents); Care work; Control (management); Focus (optics); Nursing; Business; Public relations; Labour economics; Political science; Medicine; Economics; Management; Economic growth; Computer science; Engineering; History; Law; Finance","score_opus":0.069868284085982,"score_gpt":0.47189892326039745,"score_spread":0.40203063917441545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024365126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154309,0.0008493079,0.000004392562,0.08193982,0.00054039404,0.000059125694,0.000009681875,0.0000034320944,0.001162929],"genre_scores_gemma":[0.99631107,0.0003657378,0.000025527439,0.0013098937,0.0017661196,0.0000017381105,0.0000012032982,0.000005388683,0.00021333717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988103,0.0004642635,0.00036406305,0.00005997861,0.00013052263,0.00017087963],"domain_scores_gemma":[0.99901617,0.0002993827,0.00036643402,0.000026296435,0.00025811314,0.00003361392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054438476,0.00006746267,0.00020038994,0.00007217747,0.00061945873,0.0000041187645,0.00008944263,0.00012823507,0.00003190097],"category_scores_gemma":[0.00023909716,0.000046461544,0.000051813302,0.0000326282,0.0005772422,0.00005367535,0.000034147713,0.00038114403,0.0000011710862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027919796,0.0000427867,0.22454706,0.00004072969,0.0005091132,0.000012410786,0.23553634,0.0000015080656,0.00016511366,0.51803523,0.004341359,0.016489184],"study_design_scores_gemma":[0.0016647176,0.00017569288,0.79629046,0.0003257688,0.000056536832,0.000059595477,0.034284145,0.0000011553321,0.000030503485,0.15039518,0.016569499,0.0001467393],"about_ca_topic_score_codex":0.00014779172,"about_ca_topic_score_gemma":0.000011712552,"teacher_disagreement_score":0.5717434,"about_ca_system_score_codex":0.000101860045,"about_ca_system_score_gemma":0.00019310275,"threshold_uncertainty_score":0.47644383},"labels":[],"label_agreement":null},{"id":"W2027589445","doi":"10.7202/602049ar","title":"Disparités interindustrielles dans les taux de départs volontaires : une étude empirique","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Gouvernement du Québec; Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.1075639684691663,"score_gpt":0.3826695328001396,"score_spread":0.27510556433097333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027589445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7630643,0.0029834737,0.00099369,0.2147073,0.0012961599,0.0008938249,0.00013378778,0.00025699145,0.015670463],"genre_scores_gemma":[0.94150513,0.0026538656,0.00033867016,0.008196653,0.0019678914,0.00016892454,0.00006448816,0.00008002637,0.045024317],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507195,0.0012658646,0.0012450145,0.00075619214,0.000111480025,0.0015495023],"domain_scores_gemma":[0.9971417,0.0010643752,0.00044937572,0.00069580495,0.00015035602,0.0004983424],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094902026,0.00071490026,0.0009297077,0.00015105051,0.0011602984,0.00008252398,0.00056577486,0.0013293532,0.0009462027],"category_scores_gemma":[0.00052043144,0.00071096345,0.00030430724,0.00026102393,0.00042171252,0.00041331555,0.00033599738,0.0017632374,0.0002619361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045187052,0.00094289077,0.343495,0.0004977292,0.0005507935,0.00016958942,0.11997321,0.000100607605,0.0008305982,0.2105178,0.19417363,0.12829629],"study_design_scores_gemma":[0.0012744858,0.0007249464,0.39414918,0.0014661497,0.00015992149,0.0000220193,0.017122325,0.00012358445,0.0017446604,0.01922159,0.56302667,0.00096446933],"about_ca_topic_score_codex":0.02476856,"about_ca_topic_score_gemma":0.053601548,"teacher_disagreement_score":0.36885303,"about_ca_system_score_codex":0.0008483883,"about_ca_system_score_gemma":0.0006075746,"threshold_uncertainty_score":0.99996716},"labels":[],"label_agreement":null},{"id":"W2027972142","doi":"10.1111/1467-9515.00241","title":"Changing Places: Men Replace Women in Mental Health Beds in Britain","year":2001,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"British Academy","keywords":"Mental health; Census; Context (archaeology); Gerontology; Demography; Geography; Psychology; Medicine; Sociology; Psychiatry; Population","score_opus":0.05081824020652826,"score_gpt":0.44137103869285094,"score_spread":0.3905527984863227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027972142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9103052,0.00008173302,0.000002716047,0.07019021,0.00006362908,0.00046083506,0.000019122534,0.000032588505,0.01884393],"genre_scores_gemma":[0.9913862,0.00031807597,0.000006727185,0.0017548742,0.00068666507,0.0001120209,0.000037840255,0.000009333996,0.0056883125],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984855,0.0002697487,0.00034228235,0.00016647288,0.000108951426,0.0006270131],"domain_scores_gemma":[0.99968797,0.000060344675,0.00011441211,0.00004731827,0.000012529638,0.00007743884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010085873,0.00009823716,0.00020228873,0.00019115207,0.0008103398,0.00001084841,0.000038842594,0.00009312696,0.00003083731],"category_scores_gemma":[0.000087257176,0.00010325107,0.00001637953,0.00036482606,0.00004232501,0.00012565708,0.000043697062,0.00019877081,0.000005555503],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059617695,0.00021604921,0.27911493,0.0002711915,0.000026304682,0.000013950615,0.6587046,5.3257213e-7,0.00007402516,0.036179435,0.008855476,0.015947353],"study_design_scores_gemma":[0.0048636277,0.0006483802,0.48625043,0.00036932406,0.0000041584476,0.0000042239703,0.41844264,0.00006467185,0.000016578673,0.014406003,0.074476525,0.00045342484],"about_ca_topic_score_codex":0.002244843,"about_ca_topic_score_gemma":0.007816811,"teacher_disagreement_score":0.24026196,"about_ca_system_score_codex":0.00055290293,"about_ca_system_score_gemma":0.00040612867,"threshold_uncertainty_score":0.623256},"labels":[],"label_agreement":null},{"id":"W2028122861","doi":"10.1353/sof.0.0065","title":"How Knowledge is Power: Education and the Sense of Control","year":2008,"lang":"en","type":"article","venue":"Social Forces","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sense (electronics); Power (physics); Control (management); Sense of control; Sociology; Psychology; Social psychology; Computer science; Engineering; Artificial intelligence; Electrical engineering; Physics","score_opus":0.037822142156711265,"score_gpt":0.3903996793719392,"score_spread":0.35257753721522794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028122861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.908762,0.0026246072,0.000010017796,0.037623115,0.0005114137,0.00043964785,0.000013951323,0.000022964254,0.049992315],"genre_scores_gemma":[0.9797073,0.00026433062,0.000003629877,0.0007439675,0.00034556747,0.00004491986,0.0000013095824,0.000005601305,0.018883357],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943966,0.00017379879,0.000120857614,0.00006833891,0.00007042178,0.0001268983],"domain_scores_gemma":[0.9994412,0.00026102297,0.00010157283,0.00005145198,0.00012786791,0.000016897515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017462592,0.000057172856,0.00016413491,0.000018096041,0.0012953543,0.0000028560985,0.00003399568,0.000056871628,0.000032153122],"category_scores_gemma":[0.00006844974,0.000035030353,0.000047952788,0.000055054872,0.000289398,0.00004474706,0.000030002033,0.00009491195,0.0000085137835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018910071,0.00007410218,0.15550232,0.00013386017,0.00014608905,3.476934e-7,0.45677772,9.384448e-9,0.000056466466,0.13099214,0.25258172,0.0035461304],"study_design_scores_gemma":[0.007929926,0.0001408841,0.36904725,0.000128543,0.00017103364,0.000002168661,0.14669813,0.0000074771947,0.000075738375,0.025152145,0.45034584,0.00030086626],"about_ca_topic_score_codex":0.00015708074,"about_ca_topic_score_gemma":0.00008808732,"teacher_disagreement_score":0.3100796,"about_ca_system_score_codex":0.000013172413,"about_ca_system_score_gemma":0.000096887365,"threshold_uncertainty_score":0.9962949},"labels":[],"label_agreement":null},{"id":"W2028216524","doi":"10.3138/g551-755v-12w7-2551","title":"Market-Modelled Home Care: Impact on Job Satisfaction and Propensity to Leave","year":2007,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Health care; Home health; Business; Job satisfaction; Demographic economics; Propensity score matching; Labour economics; Nursing; Medicine; Economics; Economic growth; Finance","score_opus":0.0526237582072325,"score_gpt":0.38366042808398554,"score_spread":0.33103666987675306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028216524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85969883,0.00007936891,0.000011260984,0.02862935,0.00027390386,0.00081966614,0.00009725969,0.00006250545,0.11032783],"genre_scores_gemma":[0.9864373,0.000031675143,0.000013914286,0.007678915,0.000721086,0.000040437226,0.0000128228085,0.000029320789,0.005034501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802357,0.00013235636,0.00025846364,0.00028408348,0.00016647446,0.0011350326],"domain_scores_gemma":[0.9978771,0.0001290797,0.00006342052,0.00027891167,0.00019542304,0.0014560433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005625725,0.00020050819,0.0002675437,0.000839585,0.0012311299,0.000033214284,0.00009421732,0.00016393547,0.0003258659],"category_scores_gemma":[0.0003308777,0.00016476965,0.00004897386,0.00046885572,0.000050361905,0.00014712308,0.00007068728,0.00034423056,0.00018720597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005651883,0.0000032920016,0.8607555,0.000034144818,0.000039820483,0.000009855365,0.0029163533,6.043959e-7,0.000009095886,0.009997805,0.092827186,0.03334981],"study_design_scores_gemma":[0.00039224204,0.00010041387,0.91753507,0.0000306113,0.0000064971696,0.000001768298,0.0005039417,0.0000034174277,0.0000017828468,0.0002685335,0.08098058,0.0001751685],"about_ca_topic_score_codex":0.716264,"about_ca_topic_score_gemma":0.8934762,"teacher_disagreement_score":0.17721213,"about_ca_system_score_codex":0.0028753125,"about_ca_system_score_gemma":0.0024461753,"threshold_uncertainty_score":0.946898},"labels":[],"label_agreement":null},{"id":"W2028265767","doi":"10.1007/s12134-015-0417-1","title":"Out of the Loop: (In)access to Health Care for Migrant Workers in Canada","year":2015,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University; Balsillie School of International Affairs","funders":"Intelligent Manufacturing Research Center","keywords":"Liminality; Migrant workers; Vulnerability (computing); Health care; Mediation; Work (physics); Demographic economics; Sociology; Political science; Economic growth; Law; Economics","score_opus":0.061430455407174414,"score_gpt":0.4132059613177102,"score_spread":0.3517755059105358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028265767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8471276,0.00048025692,0.03846735,0.107417785,0.0027045195,0.0014069057,0.00013775734,0.0000146913735,0.0022431442],"genre_scores_gemma":[0.9904308,0.00028710385,0.0023739578,0.0049567604,0.0003219459,0.00022402228,0.000102806145,0.000023665772,0.0012789387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644744,0.00078248605,0.0017023341,0.00023465768,0.000575027,0.00025807763],"domain_scores_gemma":[0.9954537,0.00089117844,0.0012573628,0.00015130494,0.002090976,0.00015548844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002144815,0.0002245457,0.00041492636,0.0006194423,0.00012745487,0.00008388263,0.00047439855,0.000118041746,0.000039346472],"category_scores_gemma":[0.002785139,0.0001753235,0.00013021793,0.00036295073,0.000051794064,0.00069225923,0.000071574636,0.00056687754,0.0000013337187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064665714,0.00014037603,0.86932224,0.000073023395,0.00006544239,0.0000031199152,0.048655048,0.004553897,0.0011490824,0.011253442,0.06031327,0.003824396],"study_design_scores_gemma":[0.0038497061,0.0005238269,0.771617,0.0030076988,0.000029588613,0.000031846525,0.056857776,0.0118548935,0.0016765993,0.002570316,0.14761071,0.00037003786],"about_ca_topic_score_codex":0.32193097,"about_ca_topic_score_gemma":0.9798132,"teacher_disagreement_score":0.6578823,"about_ca_system_score_codex":0.0036130804,"about_ca_system_score_gemma":0.0040850975,"threshold_uncertainty_score":0.94480795},"labels":[],"label_agreement":null},{"id":"W2028321667","doi":"10.1108/02683940710721938","title":"Exploring the predictors and consequences of job insecurity's components","year":2007,"lang":"en","type":"article","venue":"Journal of Managerial Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Regina","funders":"","keywords":"Job security; Psychology; Generalizability theory; Moderation; Job performance; Job attitude; Social psychology; Public sector; Job design; Private sector; Locus of control; Job insecurity; Demographic economics; Job satisfaction; Developmental psychology; Work (physics); Economics","score_opus":0.21821864839441152,"score_gpt":0.44347967127111443,"score_spread":0.2252610228767029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028321667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98228717,0.00034996364,0.00008942301,0.007027089,0.004669366,0.00016039936,0.0000023786993,0.000007747668,0.005406441],"genre_scores_gemma":[0.99719024,0.0013062224,0.00006498699,0.00057334907,0.00076773704,0.0000033253164,3.2969442e-7,0.000007169771,0.00008661482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985024,0.00029803457,0.0007130679,0.00008600362,0.00017181525,0.0002286956],"domain_scores_gemma":[0.99862725,0.00051310135,0.00056904653,0.000112604175,0.00012056509,0.000057454217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019483994,0.00008441987,0.0002886368,0.00014435263,0.00026894588,0.0000031835398,0.00018281407,0.00005881302,0.000047222125],"category_scores_gemma":[0.00012294871,0.000051902538,0.000053999713,0.00010355452,0.00037521613,0.0001233131,0.00006247279,0.0003634627,0.00000387848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025368787,0.00014844551,0.92404497,0.00020077743,0.00057217956,0.00016750582,0.01930496,0.0000012831164,0.017543955,0.008147173,0.020133281,0.0071986024],"study_design_scores_gemma":[0.0011891928,0.00028248702,0.9662224,0.00011258013,0.00004224357,0.000023517863,0.0022083889,1.2730456e-7,0.00008000475,0.0028025177,0.02698253,0.000054014803],"about_ca_topic_score_codex":0.0000624406,"about_ca_topic_score_gemma":0.00006154523,"teacher_disagreement_score":0.042177435,"about_ca_system_score_codex":0.000015060006,"about_ca_system_score_gemma":0.000016066002,"threshold_uncertainty_score":0.21165241},"labels":[],"label_agreement":null},{"id":"W2028935856","doi":"10.1016/j.socscimed.2011.05.016","title":"Protecting the health of employees caring for family members with special health care needs","year":2011,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Alfred P. Sloan Foundation","keywords":"Mental health; Health care; Family Leave; Sick leave; Legislation; Gerontology; Psychology; Medicine; Nursing; Work (physics); Psychiatry; Political science","score_opus":0.11243584064984753,"score_gpt":0.42979066049419606,"score_spread":0.31735481984434855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028935856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9071888,0.00091242767,0.00033853645,0.027855588,0.0019929532,0.0042977664,0.000015835267,0.000111004156,0.057287104],"genre_scores_gemma":[0.99464774,0.00003104645,0.00009131127,0.0022129545,0.0026569732,0.00017803571,0.0000023681714,0.00001626057,0.00016333118],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99763024,0.0002544404,0.0004907847,0.00023611043,0.0006126778,0.0007757654],"domain_scores_gemma":[0.9986182,0.00021336005,0.00049509545,0.00015465879,0.00038459178,0.00013411179],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034033048,0.00014173143,0.0004284972,0.00013332334,0.0069225747,0.0000035392954,0.00033420662,0.00004494998,0.000038800725],"category_scores_gemma":[0.000325465,0.000077581084,0.000042215594,0.0009146209,0.0013390313,0.00010258339,0.00008921007,0.0004143772,9.772814e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093170274,0.000015513036,0.081204,0.00026273084,0.00001563848,1.963037e-7,0.8952125,1.3456841e-7,0.00003947555,0.0056660203,0.004443395,0.013047244],"study_design_scores_gemma":[0.0013822907,0.0020852503,0.11031473,0.0006092445,0.000023313161,3.357819e-7,0.87194663,0.0000014177034,0.000028403772,0.00057332794,0.012882681,0.00015236961],"about_ca_topic_score_codex":0.012611488,"about_ca_topic_score_gemma":0.0040348344,"teacher_disagreement_score":0.08745893,"about_ca_system_score_codex":0.00036663332,"about_ca_system_score_gemma":0.001336891,"threshold_uncertainty_score":0.9943703},"labels":[],"label_agreement":null},{"id":"W2029167834","doi":"10.1080/09540121.2015.1015479","title":"Is any job better than no job? Labor market experiences and depressive symptoms in people living with HIV","year":2015,"lang":"en","type":"review","venue":"AIDS Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; AIDS Committee of Toronto; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; Regent Park Community Health Centre; Public Health Ontario; University of Toronto; Institute for Work & Health; Ontario HIV Treatment Network","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Mental health; Unemployment; Depressive symptoms; Psychology; Depression (economics); Psychiatry; Clinical psychology; Medicine; Anxiety; Economics; Economic growth","score_opus":0.033929150805273325,"score_gpt":0.3789652089813594,"score_spread":0.34503605817608607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029167834","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034042355,0.95470935,7.1022873e-7,0.00016829958,0.0004163065,0.0012196178,0.00017829175,0.000060824274,0.009204214],"genre_scores_gemma":[0.0030994357,0.9861869,0.00005629866,0.00052170886,0.0005186324,0.0021870325,0.00004503241,0.00008444308,0.007300489],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972312,0.0006853747,0.00053835654,0.0005914649,0.00034120004,0.00061243423],"domain_scores_gemma":[0.9981528,0.00063895364,0.00032180085,0.0004057468,0.00033361575,0.00014707299],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002860838,0.0004928243,0.0015202758,0.00018683761,0.0004546614,0.000029607567,0.0002857293,0.00036330646,0.0005084063],"category_scores_gemma":[0.00013842442,0.00032043582,0.00011502341,0.00035962724,0.00010169994,0.00017274721,0.0004885464,0.0006574197,0.00007249003],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062597614,0.0000068168774,0.82559377,0.010173697,0.00011883086,0.000011002923,0.088014185,3.6210974e-9,7.996278e-9,0.000007723162,0.025081242,0.05098648],"study_design_scores_gemma":[0.0004117392,0.00017656622,0.07077418,0.045474105,0.000354694,0.0000028541806,0.053587027,2.492854e-7,3.9120565e-8,0.0000048304587,0.82866955,0.0005441633],"about_ca_topic_score_codex":0.000409782,"about_ca_topic_score_gemma":0.0014372123,"teacher_disagreement_score":0.80358833,"about_ca_system_score_codex":0.00017540631,"about_ca_system_score_gemma":0.00037643485,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null},{"id":"W2029280728","doi":"10.1177/0261018309341904","title":"Removing barriers to work: Building economic security for people with psychiatric disabilities","year":2009,"lang":"en","type":"article","venue":"Critical Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Restructuring; Social security; Citizenship; Mental health; Work (physics); Welfare; Psychiatry; Psychology; Economic growth; Sociology; Political science; Business; Economics; Politics; Finance","score_opus":0.033576657442989453,"score_gpt":0.43809387988916054,"score_spread":0.4045172224461711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029280728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7272722,0.00005261278,0.00042950173,0.26230112,0.00039790213,0.0007862168,0.00006421984,0.00015289665,0.008543307],"genre_scores_gemma":[0.98694646,0.0000049834666,0.000627473,0.0067892303,0.0051334407,0.00016297534,0.000003653074,0.000024243522,0.00030755054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982901,0.00011522,0.0003247733,0.00028595206,0.00011124506,0.00087270734],"domain_scores_gemma":[0.9986832,0.0007067364,0.00003806481,0.00012703206,0.00008220908,0.0003627245],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002843547,0.00017250695,0.00035065325,0.00009240952,0.0026397214,0.00002544825,0.00014129994,0.00013553593,0.00013186177],"category_scores_gemma":[0.0022238696,0.00015320478,0.0001072547,0.00024867585,0.00013002798,0.00010739219,0.00006793529,0.00025146097,0.00004054075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020063677,0.00003385152,0.041987006,0.00017024063,0.000021646127,3.294729e-7,0.02738287,0.0000016344625,0.0000044898698,0.87262267,0.0558785,0.0016961319],"study_design_scores_gemma":[0.0021687618,0.0007974764,0.24323891,0.0002293006,0.00016491629,9.918489e-7,0.052292794,0.000024513474,0.000010421447,0.6185781,0.081427686,0.0010661542],"about_ca_topic_score_codex":0.0009030717,"about_ca_topic_score_gemma":0.00039386557,"teacher_disagreement_score":0.25967422,"about_ca_system_score_codex":0.0005294384,"about_ca_system_score_gemma":0.0003423586,"threshold_uncertainty_score":0.9986587},"labels":[],"label_agreement":null},{"id":"W2029786198","doi":"10.1016/j.jhealeco.2007.07.003","title":"Welfarism vs. extra-welfarism","year":2007,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":324,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Welfarism; Health economics; Valuation (finance); Economics; Public economics; Capability approach; Actuarial science; Weighting; Interpersonal communication; Positive economics; Psychology; Welfare; Social psychology; Medicine; Health care","score_opus":0.07213068382764794,"score_gpt":0.41425596921702856,"score_spread":0.34212528538938064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029786198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8501826,0.004970664,0.0022671784,0.1157808,0.007712551,0.00065224146,0.000012292448,0.000053883512,0.018367806],"genre_scores_gemma":[0.9665692,0.007953145,0.00212426,0.017622614,0.0028739425,0.000008359242,0.0000054784878,0.000072015166,0.002770992],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960152,0.00023682848,0.0025524052,0.0001736993,0.00014614988,0.0008757117],"domain_scores_gemma":[0.99644345,0.00051630405,0.00223298,0.00023175245,0.00022938276,0.00034612342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00667328,0.00019881091,0.0007671827,0.00028793502,0.0011165132,0.000011263988,0.00027139427,0.00021198616,0.0003047089],"category_scores_gemma":[0.00013008753,0.00017091303,0.00018625212,0.000098554745,0.000059630678,0.00025562826,0.00009248158,0.00110833,0.00013034143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008620985,0.00037357688,0.5415684,0.0007437265,0.0004208936,0.000060913426,0.0153822545,0.000052913587,0.00001967882,0.037720192,0.26849243,0.13430291],"study_design_scores_gemma":[0.0013932225,0.00038907776,0.22150503,0.0001357027,0.000018934747,0.000023723545,0.002670352,0.000010682027,0.0000089252335,0.0031396651,0.7705432,0.00016149173],"about_ca_topic_score_codex":0.00028065345,"about_ca_topic_score_gemma":0.0003680433,"teacher_disagreement_score":0.50205076,"about_ca_system_score_codex":0.0006980384,"about_ca_system_score_gemma":0.00072805415,"threshold_uncertainty_score":0.8587429},"labels":[],"label_agreement":null},{"id":"W2029826615","doi":"10.1177/0950017008093477","title":"Working without commitments: precarious employment and health","year":2008,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"York University; Workplace Safety and Insurance Board; Lupina Foundation","keywords":"Working population; Current Population Survey; Population; Labour economics; Demographic economics; Psychology; Business; Economics; Environmental health; Medicine","score_opus":0.11831795902277346,"score_gpt":0.3949089847422891,"score_spread":0.2765910257195156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029826615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95839775,0.012534563,0.00019912704,0.019475814,0.0011525223,0.0023171373,0.000010527831,0.00048150963,0.005431026],"genre_scores_gemma":[0.95673096,0.011361441,0.0010817124,0.008334659,0.00043034577,0.00036382183,0.000034883946,0.00007050378,0.02159165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711406,0.0002627543,0.00067530083,0.0005709468,0.00041719087,0.00095974543],"domain_scores_gemma":[0.99880904,0.00018631773,0.00028975122,0.00032402342,0.00006764121,0.00032322132],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000798945,0.0003959194,0.0006401059,0.00004632251,0.004331672,0.000025547362,0.00014110035,0.00019888772,0.000080638565],"category_scores_gemma":[0.000012514101,0.00033568623,0.00014748458,0.0002547869,0.00030145556,0.00011830745,0.00044798647,0.0006003551,0.000029595345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026489237,0.000085080246,0.8447292,0.00005111319,0.00019213073,0.000002563716,0.046112526,5.8972716e-7,0.0000028888146,0.00048452502,0.10417305,0.004139883],"study_design_scores_gemma":[0.002571613,0.00027105398,0.7061307,0.0005792426,0.000060000926,0.000004147517,0.004768047,0.000011403795,0.0000038407984,0.00035442133,0.2847719,0.00047364115],"about_ca_topic_score_codex":0.00064790057,"about_ca_topic_score_gemma":0.00027821603,"teacher_disagreement_score":0.18059886,"about_ca_system_score_codex":0.0003010948,"about_ca_system_score_gemma":0.00013463406,"threshold_uncertainty_score":0.9999095},"labels":[],"label_agreement":null},{"id":"W2030142999","doi":"10.1016/s0140-6736(13)62649-5","title":"Erosion of universal health coverage in Spain","year":2013,"lang":"en","type":"letter","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Erosion; Environmental science; Geography; Geology","score_opus":0.07972483093213867,"score_gpt":0.3782085874550081,"score_spread":0.29848375652286946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030142999","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066058156,0.00052928645,0.00001995168,0.9772456,0.0005591228,0.0008280671,0.00012040534,0.000043079,0.014048633],"genre_scores_gemma":[0.016404185,0.0024081906,0.000029097497,0.9537751,0.0066029853,0.00007423093,0.00019338052,0.000042207863,0.02047061],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976929,0.0009941158,0.00038577145,0.00016998405,0.00021179444,0.00054543343],"domain_scores_gemma":[0.9985665,0.0005268157,0.00036864745,0.00047594326,0.000042458047,0.000019622792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007063426,0.00016336248,0.0007504757,0.00007421553,0.00024497273,0.0000029819594,0.0003624919,0.00029845387,0.00038851536],"category_scores_gemma":[0.000041536696,0.00010163542,0.000053079493,0.0001136756,0.00008307764,0.00003422543,0.00014850724,0.0020156978,0.00019249217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019993911,0.000009053237,0.018661767,0.0004424283,0.000015576994,0.000005056195,0.0026223706,7.1012755e-7,0.0000031281618,0.0006001066,0.97718894,0.00043085113],"study_design_scores_gemma":[0.0008570981,0.000056519828,0.037522566,0.0013434353,0.000008355295,1.4896185e-7,0.0003087634,0.0000035732746,5.622013e-7,0.0017854482,0.95800525,0.00010829346],"about_ca_topic_score_codex":0.0039113658,"about_ca_topic_score_gemma":0.00041080278,"teacher_disagreement_score":0.023470528,"about_ca_system_score_codex":0.00020258564,"about_ca_system_score_gemma":0.00016421905,"threshold_uncertainty_score":0.8757316},"labels":[],"label_agreement":null},{"id":"W2030471095","doi":"10.1007/s11414-008-9148-9","title":"The Mental Health Benefits of Work: Do They Apply to Welfare Mothers with a Drinking Problem?","year":2008,"lang":"en","type":"article","venue":"The Journal of Behavioral Health Services & Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Welfare; Mental health; Depression (economics); Welfare reform; Population; Work (physics); Demographic economics; Psychology; Psychiatry; Medicine; Environmental health; Economics","score_opus":0.10976155093277182,"score_gpt":0.471170429984945,"score_spread":0.3614088790521732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030471095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92733604,0.0050771805,0.000003974367,0.06430142,0.00020408939,0.002627083,0.000022821612,0.00002255194,0.00040486225],"genre_scores_gemma":[0.9925976,0.00520607,0.0002438895,0.0011321614,0.00023491996,0.00008671927,0.0000037702775,0.000056570414,0.0004383426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99243706,0.00228636,0.0014214902,0.00022191166,0.0020834892,0.0015496673],"domain_scores_gemma":[0.9961133,0.00050335977,0.0011924583,0.0005201791,0.0011794985,0.00049123185],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009859039,0.00025133288,0.00063755456,0.0002969806,0.0081932265,0.0000250094,0.0011710635,0.000089295034,0.000046728605],"category_scores_gemma":[0.0000021491774,0.00012220019,0.00009726076,0.00094421156,0.0002578961,0.00018545997,0.00048867706,0.0017409332,0.000019702567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035426712,0.00045982734,0.22938296,0.0008377195,0.00011246028,0.00000781498,0.7194893,0.00011566398,0.000026002721,0.000748076,0.0054522753,0.039825264],"study_design_scores_gemma":[0.003292496,0.008983534,0.25243357,0.008070853,0.000046958154,0.00008316733,0.6788786,0.0000063105654,0.000030961073,0.00044268678,0.047368534,0.00036234548],"about_ca_topic_score_codex":0.02784361,"about_ca_topic_score_gemma":0.03253598,"teacher_disagreement_score":0.065261535,"about_ca_system_score_codex":0.0005490019,"about_ca_system_score_gemma":0.0010483047,"threshold_uncertainty_score":0.99309796},"labels":[],"label_agreement":null},{"id":"W2031026335","doi":"10.5271/sjweh.527","title":"Unemployment and health care utilization","year":2000,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Institute for Advanced Research; Health Canada; University of Winnipeg; University of Manitoba","funders":"Medical Research Council; Health Canada; Medical Research Council Canada","keywords":"Unemployment; Medicine; Spell; Mental health; Health care; Ambulatory; Demography; Gerontology; Psychiatry; Economics","score_opus":0.06872197928115398,"score_gpt":0.38774968306966257,"score_spread":0.3190277037885086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031026335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846717,0.07956874,0.0004661103,0.12864769,0.0011002112,0.0022024815,0.00004186642,0.00007428818,0.0032268933],"genre_scores_gemma":[0.9504034,0.040703777,0.00068127614,0.0050467597,0.0004962315,0.000023071618,0.000024663459,0.000046096793,0.0025747074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691635,0.00052600005,0.0011628033,0.0002452134,0.00045815896,0.00069149974],"domain_scores_gemma":[0.99839306,0.0000661066,0.0007950641,0.00021598004,0.000032319833,0.00049748475],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011102002,0.00023060237,0.0005777078,0.00012797666,0.0013147689,0.000011485169,0.00013921762,0.00008244344,0.0017352396],"category_scores_gemma":[0.0000073820383,0.00018982436,0.00008680056,0.00016888285,0.00009984651,0.00012924262,0.00005558842,0.0005278638,0.00008421398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015172848,0.00009755727,0.72196436,0.00023945657,0.00005294944,0.000006232679,0.01508484,0.00004363576,8.298415e-7,0.00014842533,0.03032249,0.23188747],"study_design_scores_gemma":[0.0019113766,0.0013862706,0.7380432,0.0014008969,0.00002428361,0.000010022838,0.0051700734,0.0000015692896,0.0000020350071,0.00018987272,0.25166038,0.0002000578],"about_ca_topic_score_codex":0.00012221129,"about_ca_topic_score_gemma":0.000036375062,"teacher_disagreement_score":0.23168741,"about_ca_system_score_codex":0.0010335919,"about_ca_system_score_gemma":0.00024651602,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W2031188858","doi":"10.2190/hs.39.1.b","title":"Globalization and the Marginalization of Unskilled Labor: Potential Impacts on Health in Developed Nations","year":2009,"lang":"en","type":"review","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Health Canada; Canadian Institute for Advanced Research","keywords":"Globalization; Unemployment; Economics; Labour economics; Industrialisation; Context (archaeology); Economic inequality; Inequality; Human capital; Development economics; Position (finance); Demographic economics; Economic growth; Market economy","score_opus":0.044833516507656185,"score_gpt":0.4689068993668822,"score_spread":0.424073382859226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031188858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019611866,0.96380234,0.00013254183,0.032823455,0.0013801344,0.0012362021,0.00010222881,0.000011749273,0.0003152484],"genre_scores_gemma":[0.0018864463,0.9930658,0.000112697366,0.0042643533,0.00038828322,0.000019760742,0.00016790732,0.000022339453,0.00007244088],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936071,0.0021979278,0.0029702424,0.00018684093,0.00072063535,0.00031724726],"domain_scores_gemma":[0.9922979,0.00075640954,0.0056504337,0.00013415908,0.0010627855,0.000098351695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003560878,0.00027350683,0.0015846011,0.0008952543,0.00041100525,0.000025887359,0.0004992766,0.00018016777,0.000031802825],"category_scores_gemma":[0.00017108743,0.00016928575,0.0001720419,0.0005748898,0.000056153778,0.00019702192,0.00010148246,0.0005543759,0.0000053205285],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008207136,0.00044296563,0.002123075,0.033091098,0.0009223134,0.00001417223,0.0137926405,0.00011491342,6.942175e-8,0.043253414,0.003927614,0.901497],"study_design_scores_gemma":[0.0040942403,0.00037595475,0.008251919,0.08857217,0.00012057776,0.000033911507,0.0014360903,0.000040617822,4.6419522e-8,0.002550861,0.8943266,0.00019695825],"about_ca_topic_score_codex":0.0009715906,"about_ca_topic_score_gemma":0.0024109613,"teacher_disagreement_score":0.9013001,"about_ca_system_score_codex":0.0006884208,"about_ca_system_score_gemma":0.0021128962,"threshold_uncertainty_score":0.6903272},"labels":[],"label_agreement":null},{"id":"W2031812650","doi":"10.7202/051015ar","title":"Reasonable Accommodation Requirements under Workers' Compensation in Ontario","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Jurisprudence; Reasonable accommodation; Compensation (psychology); Legislation; Workers' compensation; Business; Labour law; Law; Law and economics; Public administration; Political science; Economics; Psychology","score_opus":0.12668534095539954,"score_gpt":0.3815884896886899,"score_spread":0.25490314873329034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031812650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86861235,0.000098573255,0.000421497,0.015864123,0.00026114366,0.00067334005,0.0000035202333,0.000088245055,0.113977216],"genre_scores_gemma":[0.9354277,0.000018368657,0.00044466837,0.00030053162,0.000147789,0.000095135205,0.00012247892,0.000014233316,0.06342904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985859,0.00018714102,0.00050540233,0.00020110271,0.00020206788,0.00031839678],"domain_scores_gemma":[0.99920255,0.00028092405,0.00016921031,0.00020619608,0.00009271632,0.0000484218],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004234342,0.00012592929,0.00015871933,0.00017509524,0.0007795618,0.000010955465,0.00009485925,0.00028365233,0.0022514034],"category_scores_gemma":[0.00008716169,0.00012397805,0.000030570423,0.00032798055,0.000034232387,0.0003944527,0.000079069054,0.0007833993,0.00064899406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017040991,0.00006140079,0.95894915,0.0000011890345,0.000020861165,3.4599498e-7,0.0028640926,0.0014915168,0.000008282417,0.007711312,0.025999289,0.002875506],"study_design_scores_gemma":[0.0008584537,0.000014378814,0.7945578,0.00015835994,0.000016959835,1.7644243e-7,0.0040486995,0.00018228096,0.000007389119,0.0011335496,0.19889495,0.00012698752],"about_ca_topic_score_codex":0.025905803,"about_ca_topic_score_gemma":0.25924462,"teacher_disagreement_score":0.2333388,"about_ca_system_score_codex":0.0010956173,"about_ca_system_score_gemma":0.00040353645,"threshold_uncertainty_score":0.9986607},"labels":[],"label_agreement":null},{"id":"W2031922891","doi":"10.1136/jech.2006.057778","title":"Welfare regime types and global health: an emerging challenge","year":2008,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine; Welfare; Global health; Data science; Public health; Environmental health; Pathology","score_opus":0.3022711683134473,"score_gpt":0.5295303380438208,"score_spread":0.22725916973037347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031922891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5374215,0.028494075,0.00021200746,0.4301362,0.0008696499,0.00033543824,0.000023049557,0.00005973561,0.0024483325],"genre_scores_gemma":[0.9425209,0.035618555,0.0017031656,0.019454177,0.00054918026,0.000008231123,0.000017177324,0.00002204777,0.00010655726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98127264,0.015288828,0.002093699,0.00020080966,0.00017447716,0.0009695257],"domain_scores_gemma":[0.99318403,0.002907162,0.0022681542,0.00062114804,0.00033580585,0.00068368466],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013805583,0.00024584733,0.0015623529,0.0001452044,0.0064504417,0.0000018389236,0.0004194856,0.00023610522,0.00007302189],"category_scores_gemma":[0.0028139043,0.00019536846,0.00012545244,0.00018422522,0.00033760216,0.00023009739,0.00029923258,0.0028669045,0.000011032856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018239288,0.00033302445,0.8858214,0.00043102715,0.00014645683,0.000009067125,0.019860689,0.000009094463,4.483096e-7,0.02561875,0.046099316,0.021488318],"study_design_scores_gemma":[0.0011697732,0.0030870165,0.8057344,0.0004970261,0.000018305795,0.00012674622,0.015270033,0.00001988173,5.8840346e-8,0.0136381695,0.16026811,0.00017049498],"about_ca_topic_score_codex":0.014780966,"about_ca_topic_score_gemma":0.016513838,"teacher_disagreement_score":0.41068202,"about_ca_system_score_codex":0.00064216525,"about_ca_system_score_gemma":0.0009465218,"threshold_uncertainty_score":0.9994335},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2032154156","doi":"10.1111/j.1475-4932.2006.00358.x","title":"Immigrant Mental Health and Unemployment*","year":2006,"lang":"en","type":"article","venue":"Economic Record","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Unemployment; Immigration; Mental health; Spouse; Demographic economics; Affect (linguistics); Duration (music); Labour economics; Economics; Psychology; Medicine; Psychiatry; Sociology; Political science; Economic growth","score_opus":0.02973056245157907,"score_gpt":0.3529653843438357,"score_spread":0.3232348218922566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032154156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9496255,0.0009980461,0.000008414398,0.020769162,0.0015346081,0.0005588704,0.00004402919,0.00010020334,0.026361177],"genre_scores_gemma":[0.93350667,0.0018996177,0.00038633327,0.0043445174,0.0015045917,0.00019837522,0.00014134833,0.000062856554,0.057955682],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987223,0.00010140795,0.0004823555,0.000248939,0.000039471706,0.0004055386],"domain_scores_gemma":[0.99948865,0.00007917608,0.00018388072,0.0001428595,0.000008358744,0.000097087745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026162298,0.00013352839,0.00027177721,0.000055430963,0.00074603216,0.000008615064,0.00006634697,0.000050531744,0.0005285512],"category_scores_gemma":[0.000004270077,0.00012070912,0.000043044358,0.000023097866,0.000045945708,0.00008343006,0.0000951332,0.00014289773,0.0005808956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003130706,0.000017141641,0.641468,0.000034753,0.00002179673,4.7137195e-7,0.0011657533,4.5305822e-7,0.000008162721,0.0048422273,0.34433922,0.008070731],"study_design_scores_gemma":[0.0010503652,0.00013072933,0.07987096,0.00005806615,0.00000426761,0.000001100211,0.0015831634,0.000040029397,0.00000516372,0.0025740757,0.91450787,0.00017419935],"about_ca_topic_score_codex":0.0118605625,"about_ca_topic_score_gemma":0.00802569,"teacher_disagreement_score":0.5701687,"about_ca_system_score_codex":0.00025330318,"about_ca_system_score_gemma":0.00009743946,"threshold_uncertainty_score":0.99471956},"labels":[],"label_agreement":null},{"id":"W2032621309","doi":"10.1177/0022185610397138","title":"What Role do Safety Net Wage Adjustments Play in Alleviating Household Need?","year":2011,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Safety net; Minimum wage; Distribution (mathematics); Net income; Wage; Commission; Demographic economics; Labour economics; Business; Standard of living; Economics; Household income; Finance; Geography; Political science","score_opus":0.17573241424809752,"score_gpt":0.37000055739467536,"score_spread":0.19426814314657784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032621309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95744383,0.0013598505,0.000058913436,0.005454255,0.004608058,0.00075614196,0.000025320855,0.00003686324,0.030256784],"genre_scores_gemma":[0.99555564,0.00076817605,0.00025443066,0.000383792,0.001275905,0.00001701259,0.000008733421,0.000029234334,0.0017070924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741036,0.0004306746,0.0013434958,0.00012202228,0.00032505466,0.00036840208],"domain_scores_gemma":[0.99803036,0.0005810214,0.0009489784,0.00015145307,0.00015449703,0.00013370825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013514651,0.00015159546,0.00036601775,0.00029698995,0.000563055,0.000020212927,0.00018363139,0.0003556297,0.0006188311],"category_scores_gemma":[0.0007290956,0.00012204454,0.00011939242,0.00033474943,0.000033347136,0.0008983024,0.000101288286,0.001619669,0.000040101022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003454312,0.00018070929,0.9294879,0.0000054317643,0.0001733038,0.000026361746,0.023718568,0.00020735474,0.00004252294,0.002025139,0.03691236,0.0068749636],"study_design_scores_gemma":[0.014639605,0.0007333313,0.7715663,0.003948921,0.0003080058,0.00001288786,0.083539516,0.00004628976,0.00005313367,0.005322035,0.11928026,0.00054974115],"about_ca_topic_score_codex":0.00019529152,"about_ca_topic_score_gemma":0.0001655552,"teacher_disagreement_score":0.15792158,"about_ca_system_score_codex":0.00028242398,"about_ca_system_score_gemma":0.00023327596,"threshold_uncertainty_score":0.7036746},"labels":[],"label_agreement":null},{"id":"W2032824139","doi":"10.7202/051294ar","title":"Gender, Race and Class Dimensions of Nonstandard Work","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Race (biology); Equity (law); Class (philosophy); Work (physics); Sociology; Order (exchange); Duality (order theory); Gender studies; Positive economics; Labour economics; Economics; Political science; Epistemology; Mathematics; Engineering; Law","score_opus":0.0741553817498986,"score_gpt":0.36833913965353177,"score_spread":0.29418375790363316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032824139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8755329,0.003811706,0.0006450095,0.026443163,0.00030704713,0.00071377034,0.000054520686,0.00012880604,0.09236305],"genre_scores_gemma":[0.98675066,0.000599497,0.000718033,0.00014556438,0.00015949906,0.00003135161,0.00001082266,0.0000146051725,0.011569971],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989211,0.00013535305,0.00039314854,0.00015658728,0.00015734644,0.00023647191],"domain_scores_gemma":[0.99880445,0.00065817044,0.00014840266,0.00018868942,0.00012659964,0.00007368671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635684,0.000109588414,0.00020011142,0.000104604456,0.00091353006,0.00000344298,0.00005853225,0.00025208612,0.00035173388],"category_scores_gemma":[0.00020267071,0.00008373878,0.00003599042,0.00032387162,0.00013002362,0.000093401766,0.000114831535,0.00050214096,0.00009343857],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003876182,0.00006573809,0.7273979,0.0000053674094,0.00010422097,9.1065414e-7,0.0068554273,0.00014186671,0.000036386136,0.026675485,0.20900658,0.029671364],"study_design_scores_gemma":[0.00125257,0.000044088694,0.06720391,0.0003502149,0.00010789554,9.954116e-7,0.007748825,0.00008026455,0.00006583156,0.0005153053,0.92239976,0.00023035936],"about_ca_topic_score_codex":0.000022751248,"about_ca_topic_score_gemma":0.000029546709,"teacher_disagreement_score":0.71339315,"about_ca_system_score_codex":0.00005796093,"about_ca_system_score_gemma":0.00016535669,"threshold_uncertainty_score":0.7026227},"labels":[],"label_agreement":null},{"id":"W2033111340","doi":"10.1186/1471-2458-14-536","title":"Working and hypertension: gaps in employment not associated with increased risk in 13 European countries, a retrospective cohort study","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"Canada Research Chairs","keywords":"Medicine; Biostatistics; Unemployment; Demography; Incidence (geometry); Epidemiology; Socioeconomic status; Gerontology; Cohort study; Public health; Odds ratio; Environmental health; Population; Economic growth; Internal medicine","score_opus":0.05961172246579154,"score_gpt":0.3390167852719398,"score_spread":0.27940506280614824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033111340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883613,0.00016047382,0.000036311023,0.0043249866,0.00021936472,0.0028101737,0.000017304823,0.00016103256,0.003909049],"genre_scores_gemma":[0.9960995,0.00023472313,0.00004497644,0.0028339587,0.00014096322,0.0002577742,0.000036072022,0.000055503853,0.0002965694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990232,0.006506738,0.00094536494,0.0006623956,0.0005878324,0.001065701],"domain_scores_gemma":[0.99738806,0.0011130634,0.00056118943,0.00039358338,0.00022948501,0.00031458616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014034617,0.00029372258,0.0008675415,0.0003401907,0.0010101722,0.00004028682,0.00016044146,0.00009868488,0.00003475671],"category_scores_gemma":[0.0021136384,0.00023029072,0.000026493397,0.0007466297,0.00009031015,0.00014493515,0.00023469394,0.0008925965,0.000020876847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090778274,0.0003908073,0.9912339,0.000035771634,0.00005068022,0.000012502665,0.0062885396,0.0000010259783,2.1283826e-7,0.00028227683,0.0012271253,0.00038636682],"study_design_scores_gemma":[0.0050994307,0.00062805496,0.9844092,0.0004412247,0.000016800273,8.2751296e-7,0.003533527,0.000085263695,4.990708e-8,0.000041562747,0.005514114,0.00022992266],"about_ca_topic_score_codex":0.027989697,"about_ca_topic_score_gemma":0.21989326,"teacher_disagreement_score":0.19190358,"about_ca_system_score_codex":0.0013218286,"about_ca_system_score_gemma":0.00070870237,"threshold_uncertainty_score":0.978483},"labels":[],"label_agreement":null},{"id":"W2033225428","doi":"10.1111/j.1755-618x.2004.tb00782.x","title":"Time Warped: The Flexibilization and Maximization of Flight Attendant Working Time*","year":2004,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Capitalism; Humanities; Context (archaeology); Political science; Deregulation; Globalization; Sociology; Politics; Economy; Art; Economics; History; Market economy; Law","score_opus":0.06612565180484388,"score_gpt":0.3274206824394902,"score_spread":0.2612950306346463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033225428","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33664426,0.42769697,0.00009829443,0.22813796,0.001336683,0.0024327792,0.00069391396,0.000051446656,0.0029076922],"genre_scores_gemma":[0.585592,0.37768137,0.0013396698,0.023922903,0.0013859733,0.00032731716,0.0007835832,0.00017111092,0.0087961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995094,0.0015702792,0.0011993891,0.0005155682,0.00009272704,0.0015280244],"domain_scores_gemma":[0.9962667,0.0011101174,0.0008740402,0.0005315356,0.0006460038,0.0005715955],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004236282,0.00040472558,0.0012116238,0.00017020122,0.0009613381,0.0000048728293,0.00046883317,0.0009244266,0.0007794724],"category_scores_gemma":[0.0033833962,0.00034052637,0.00025400484,0.00036422926,0.0031619708,0.0000864002,0.000136155,0.0008752254,0.0001188267],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008073459,0.000211354,0.16321969,0.07078822,0.0023595376,0.00020045288,0.2312334,0.00080692803,0.00074327947,0.24617845,0.22073653,0.063441426],"study_design_scores_gemma":[0.0046017235,0.0017520708,0.18120375,0.13684873,0.0042505874,0.00016632718,0.07139654,0.00085167016,0.000060128372,0.16687943,0.42870772,0.0032813132],"about_ca_topic_score_codex":0.033057638,"about_ca_topic_score_gemma":0.15068266,"teacher_disagreement_score":0.24894771,"about_ca_system_score_codex":0.002932112,"about_ca_system_score_gemma":0.0030200118,"threshold_uncertainty_score":0.9999047},"labels":[],"label_agreement":null},{"id":"W2033614092","doi":"10.7202/1008451ar","title":"Les entrées et les sorties du travail autonome au Canada","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0332786370554824,"score_gpt":0.3070935524709543,"score_spread":0.2738149154154719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033614092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6450917,0.00567202,0.00053554855,0.33133844,0.0027174621,0.00044416304,0.0003123414,0.00011847939,0.013769854],"genre_scores_gemma":[0.7080332,0.04383466,0.0014419955,0.0025310311,0.0027571365,0.00025169257,0.0002564965,0.000095057985,0.24079871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99504566,0.0021929003,0.0010316734,0.0005375838,0.0002691218,0.0009230721],"domain_scores_gemma":[0.9840901,0.014139098,0.0006732803,0.00040224884,0.00029572545,0.00039956698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002466512,0.0005016112,0.00054709584,0.00021347286,0.000525394,0.00010339965,0.00038225678,0.00049678306,0.0038214035],"category_scores_gemma":[0.0046838196,0.0005646422,0.00022772362,0.00010546346,0.00023496841,0.000740892,0.0003776806,0.0013511203,0.00033954388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059708163,0.00034835664,0.7329107,0.00036012073,0.00031234804,0.000022600516,0.008739792,0.0018820777,0.00001685477,0.16269968,0.058571525,0.03407621],"study_design_scores_gemma":[0.0006218001,0.000025842517,0.5357333,0.0007839048,0.00008304697,0.000031983567,0.0013067803,0.0004094804,0.000016151533,0.0009939775,0.45965552,0.0003382569],"about_ca_topic_score_codex":0.5592114,"about_ca_topic_score_gemma":0.57365596,"teacher_disagreement_score":0.40108398,"about_ca_system_score_codex":0.003141476,"about_ca_system_score_gemma":0.0016291421,"threshold_uncertainty_score":0.9996805},"labels":[],"label_agreement":null},{"id":"W2033623589","doi":"10.2190/bpfg-x3me-lhta-6rpv","title":"Job Insecurity and Health","year":2000,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Harm; Psychology; Mental health; Conceptualization; Feeling; Demographic economics; Job insecurity; Self-rated health; Social support; Social psychology; Work (physics); Gerontology; Economics; Medicine","score_opus":0.05472263897247226,"score_gpt":0.4630977330894219,"score_spread":0.40837509411694967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033623589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8243574,0.009175116,0.00001471848,0.16141824,0.0014382368,0.00021275229,0.00002037148,0.000025574376,0.0033375686],"genre_scores_gemma":[0.9536791,0.011998172,0.00022096728,0.032560777,0.00087180163,0.0000051149227,0.0000065903755,0.000012362758,0.00064513437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776804,0.0003051303,0.0010562198,0.00011481071,0.0004552265,0.00030054443],"domain_scores_gemma":[0.9984766,0.00011758296,0.0007929071,0.000076792334,0.0003643271,0.00017177114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016165609,0.000108483735,0.00033559915,0.00013742325,0.0004947613,0.000016515976,0.00028390458,0.000049179023,0.00081478374],"category_scores_gemma":[0.000007084109,0.00008513794,0.000051512638,0.000069291265,0.000029666451,0.0002634946,0.00006707134,0.00035646808,0.000050922685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021690354,0.00012600132,0.78089076,0.0007301352,0.00022093047,0.00001775434,0.030555053,0.0000053586828,0.0000034938146,0.0024552278,0.017679801,0.1670986],"study_design_scores_gemma":[0.0011199507,0.00024927047,0.7164498,0.0010621647,0.0000045589586,0.00002661016,0.0026341155,0.000016069254,7.7665584e-7,0.0027034006,0.27565843,0.00007486831],"about_ca_topic_score_codex":0.0038767874,"about_ca_topic_score_gemma":0.0017341145,"teacher_disagreement_score":0.25797862,"about_ca_system_score_codex":0.00018166646,"about_ca_system_score_gemma":0.0003702042,"threshold_uncertainty_score":0.89213103},"labels":[],"label_agreement":null},{"id":"W2033673953","doi":"10.1377/hlthaff.2013.0518","title":"Diabetes Associated With Early Labor-Force Exit: A Comparison Of Sixteen High-Income Countries","year":2014,"lang":"en","type":"article","venue":"Health Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Douglas Mental Health University Institute; Smiths Detection (Canada)","funders":"Canadian Institutes of Health Research","keywords":"Diabetes mellitus; Matching (statistics); Medicine; Investment (military); Demographic economics; Disease; Public health; Health and Retirement Study; Survey data collection; Labour economics; Economics; Gerontology; Political science","score_opus":0.025002198256208003,"score_gpt":0.3617729802718225,"score_spread":0.3367707820156145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033673953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754528,0.00084995263,0.000048661965,0.017857457,0.00045707115,0.0009823382,0.000109772605,0.00043035825,0.0038116148],"genre_scores_gemma":[0.9972575,0.00013761324,0.00011643194,0.001053032,0.00017989679,0.00014115771,0.000042368065,0.00006557127,0.0010064543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650306,0.00075540785,0.0009062441,0.00031276056,0.0005044037,0.001018135],"domain_scores_gemma":[0.996769,0.0013625948,0.0008900678,0.00035213018,0.00038620038,0.00024000903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012351264,0.00026330096,0.000980451,0.00019785341,0.00086074043,0.000009481609,0.00020258657,0.00017768997,0.00008310919],"category_scores_gemma":[0.00034508458,0.00020329638,0.000052640844,0.0005341759,0.00020199128,0.00012766314,0.000107386986,0.00047913982,0.00006924546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006922084,0.00006143587,0.9701893,0.0006766113,0.00008410986,3.0375446e-7,0.0057099587,0.0000062381073,0.0000041335124,0.007908706,0.015167517,0.00012251444],"study_design_scores_gemma":[0.0018855833,0.0013663939,0.975348,0.0015068118,0.000040033847,4.083542e-8,0.0037509066,0.00007329263,0.000056914858,0.00071702997,0.014989805,0.00026517236],"about_ca_topic_score_codex":0.0013039677,"about_ca_topic_score_gemma":0.0029908046,"teacher_disagreement_score":0.0218047,"about_ca_system_score_codex":0.0001727588,"about_ca_system_score_gemma":0.00028273647,"threshold_uncertainty_score":0.8290186},"labels":[],"label_agreement":null},{"id":"W2033762639","doi":"10.1016/j.socscimed.2005.10.014","title":"The nature and correlates of unmet health care needs in Ontario, Canada","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":140,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Lakehead University","funders":"","keywords":"Mental health; Needs assessment; Social support; Medicine; Gerontology; Social needs; Health care; Public health; Help-seeking; Environmental health; Nursing; Psychology; Psychiatry; Economic growth; Sociology","score_opus":0.016700258077930505,"score_gpt":0.3668347266031656,"score_spread":0.35013446852523505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033762639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419861,0.0033806888,3.574115e-7,0.033619728,0.00084624515,0.00024389988,0.0000032904134,0.000006888696,0.019912815],"genre_scores_gemma":[0.99750835,0.000045144636,9.597711e-7,0.0011728447,0.00017459913,0.000008375175,0.00000376831,0.0000027574656,0.0010832088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879336,0.00007224465,0.00026369625,0.00010561031,0.00040309373,0.00036196658],"domain_scores_gemma":[0.99943405,0.00020561535,0.00012966103,0.0000634346,0.00011885396,0.000048362133],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008002167,0.00006546388,0.00018741982,0.000055039774,0.0018824042,0.0000020016212,0.00013391394,0.000055648226,0.000027734037],"category_scores_gemma":[0.00011634128,0.000037679474,0.000008264506,0.0005188055,0.00076438603,0.000035778365,0.00005332246,0.0004684116,1.7170754e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006111848,0.0000025850638,0.9078787,0.000016526623,0.0000014745984,5.657802e-7,0.055739213,1.2242019e-7,0.000010303209,0.01153247,0.02395607,0.00085584325],"study_design_scores_gemma":[0.0003234014,0.000041049414,0.9080642,0.00008799191,0.0000036066197,9.7268625e-8,0.05613661,5.2069424e-7,0.0000016213901,0.0007812716,0.03452183,0.000037810125],"about_ca_topic_score_codex":0.9916597,"about_ca_topic_score_gemma":0.9991538,"teacher_disagreement_score":0.055522256,"about_ca_system_score_codex":0.00070688594,"about_ca_system_score_gemma":0.0025467079,"threshold_uncertainty_score":0.999417},"labels":[],"label_agreement":null},{"id":"W2034181220","doi":"10.12927/whp..21077","title":"Social Stigma and Quality of Life among Rural-to-Urban Migrants in China: A Comparison with Their Rural Counterparts","year":2009,"lang":"en","type":"article","venue":"World health & population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Stigma (botany); China; Quality of life (healthcare); Prejudice (legal term); Psychological intervention; Rural area; Life satisfaction; Socioeconomics; Public health; Social stigma; Psychology; Environmental health; Geography; Social psychology; Sociology; Medicine","score_opus":0.07115974206302161,"score_gpt":0.43293602381049695,"score_spread":0.36177628174747534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034181220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98145366,0.00038055738,0.000040957133,0.01642164,0.00012280687,0.0012299841,0.000020608133,0.00006158303,0.00026819267],"genre_scores_gemma":[0.9977912,0.000026563712,0.000045710356,0.0016137356,0.00018188653,0.000043868455,0.00008495873,0.000014589289,0.00019752455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738324,0.0005856245,0.0010675385,0.00019514283,0.00027308345,0.00049538614],"domain_scores_gemma":[0.9988892,0.0001256556,0.0006151974,0.00014019317,0.000070676,0.00015904277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089467724,0.00019061619,0.00070251443,0.00021802801,0.00082557014,0.0000072724956,0.00006986747,0.00007401219,0.000013964776],"category_scores_gemma":[0.000049834198,0.00015098763,0.00003553851,0.0004084519,0.000048879047,0.00014204663,0.00003519395,0.00033736406,0.000002390729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040709923,0.00007639313,0.9641385,0.00019964349,0.00000992195,1.09362695e-7,0.026391031,0.000016604166,0.000005686181,0.0016799003,0.004500167,0.0025749144],"study_design_scores_gemma":[0.0012146403,0.00016256505,0.99401224,0.00062809244,0.000005369194,3.569406e-8,0.00308493,0.000082896826,7.733278e-7,0.00036404465,0.0003025846,0.00014182586],"about_ca_topic_score_codex":0.026084844,"about_ca_topic_score_gemma":0.14909437,"teacher_disagreement_score":0.123009525,"about_ca_system_score_codex":0.00018710709,"about_ca_system_score_gemma":0.00008802295,"threshold_uncertainty_score":0.98040056},"labels":[],"label_agreement":null},{"id":"W2035399818","doi":"10.1179/oeh.2004.10.4.368","title":"Labor Markets and Employment Insecurity: Impacts of Globalization on Service and Healthcare-sector Workforces","year":2004,"lang":"en","type":"article","venue":"International Journal of Occupational and Environmental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Globalization; Health care; Unemployment; Welfare; Tertiary sector of the economy; Business; Labour economics; Work (physics); Public sector; Welfare state; Economics; Economic growth; Market economy; Political science; Economy","score_opus":0.04149436013385418,"score_gpt":0.389565480392268,"score_spread":0.34807112025841386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035399818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97654366,0.0018773597,0.000051711733,0.020687317,0.00033088538,0.00020894335,0.00023790885,0.0000054304783,0.00005675305],"genre_scores_gemma":[0.9881368,0.0061385375,0.00021449385,0.00522696,0.00019318743,0.0000052951436,0.000050767565,0.00000941923,0.000024514016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984611,0.00011690258,0.00061368564,0.0001384317,0.0004972011,0.00017262425],"domain_scores_gemma":[0.9989634,0.00013700564,0.00058317196,0.000048982187,0.00009077673,0.00017665645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039249976,0.000128188,0.0002313481,0.00012863289,0.00023693366,0.000009751322,0.0000770227,0.0000594555,0.000049566508],"category_scores_gemma":[0.000028188992,0.00010454886,0.000026453434,0.00005084048,0.00007489996,0.0001818261,0.000093291485,0.00017452434,0.0000022836218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013140845,0.00019431244,0.98110604,0.00017161557,0.00011608872,0.000005181367,0.0039513484,0.000024770929,0.000089852525,0.0059872842,0.0002785834,0.0067608315],"study_design_scores_gemma":[0.0018286472,0.0004668906,0.9919832,0.0005404293,0.000009413977,0.000022992073,0.00095350924,0.000013663853,0.000028184893,0.0021959473,0.0018782903,0.00007884223],"about_ca_topic_score_codex":0.00077530614,"about_ca_topic_score_gemma":0.0004497063,"teacher_disagreement_score":0.015460359,"about_ca_system_score_codex":0.00030962075,"about_ca_system_score_gemma":0.00015256512,"threshold_uncertainty_score":0.42633787},"labels":[],"label_agreement":null},{"id":"W2036008155","doi":"10.1097/00126450-200307000-00009","title":"Hospital Restructuring Stressors","year":2003,"lang":"en","type":"article","venue":"The Health Care Manager","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Stressor; Nursing; Nursing staff; Perception; Unit (ring theory); Longitudinal study; Psychology; Medicine; Business; Clinical psychology","score_opus":0.028090768473475598,"score_gpt":0.38689480103899626,"score_spread":0.3588040325655207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036008155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73826677,0.0068140333,0.000041663123,0.054797634,0.003975609,0.0021131947,0.000019983498,0.00034466764,0.19362643],"genre_scores_gemma":[0.9864824,0.00030564828,0.00009289637,0.005514149,0.00027507922,0.00011705583,0.0000074710165,0.000032948807,0.0071723443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979395,0.0005977468,0.0003437782,0.00022348571,0.00022044033,0.00067503995],"domain_scores_gemma":[0.9990226,0.00020540375,0.00016323624,0.00043287576,0.000077215496,0.00009863613],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004766529,0.00015125982,0.0002177035,0.000051969273,0.0022013213,0.000008460346,0.00018626444,0.000063477135,0.00024063382],"category_scores_gemma":[0.000110300054,0.000097192395,0.00005707388,0.0001571274,0.000065295535,0.000052702926,0.00012536973,0.0004500099,0.00024166508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006128254,0.000043316802,0.21173838,0.0017731994,0.00015218691,0.000023627954,0.16381562,0.000018232902,0.0000017079676,0.20134749,0.4000694,0.020955604],"study_design_scores_gemma":[0.00066450995,0.00014888348,0.18954334,0.00018665232,0.000021039485,5.9061216e-7,0.0707067,0.0000011254602,0.0000071527256,0.0028986153,0.73558396,0.00023745393],"about_ca_topic_score_codex":0.0006014464,"about_ca_topic_score_gemma":0.00041013528,"teacher_disagreement_score":0.33551458,"about_ca_system_score_codex":0.00018805134,"about_ca_system_score_gemma":0.000120759585,"threshold_uncertainty_score":0.9990977},"labels":[],"label_agreement":null},{"id":"W2036527143","doi":"10.1016/j.ssresearch.2014.11.003","title":"Career pathways for temporary workers: Exploring heterogeneous mobility dynamics with sequence analysis","year":2014,"lang":"en","type":"article","venue":"Social Science Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Earnings; Multinomial logistic regression; Typology; Demographic economics; Panel Study of Income Dynamics; Wage; Sample (material); Temporary work; Work (physics); Labour economics; Economics; Sociology; Computer science","score_opus":0.47327463534613806,"score_gpt":0.518883691900027,"score_spread":0.04560905655388897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036527143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98438025,0.000032548738,0.0015619138,0.0016073502,0.0001470601,0.0010123289,0.00004095716,0.00008764617,0.011129961],"genre_scores_gemma":[0.9981019,0.000013745828,0.00018488294,0.00005417054,0.00027925803,0.0009426718,0.000013496137,0.000014207535,0.0003956922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960242,0.00054811785,0.00027355112,0.0005730393,0.0013083927,0.0012727117],"domain_scores_gemma":[0.99745506,0.00082679046,0.000084010775,0.00032940228,0.0011096089,0.00019509785],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008430537,0.00012504774,0.00028739384,0.000345207,0.006715924,0.000056120567,0.0005854533,0.000086149186,0.00003083515],"category_scores_gemma":[0.00052014005,0.00009388101,0.000102473234,0.0033533724,0.0014711339,0.00034237737,0.00040095198,0.0004797612,0.000016689592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085447275,0.00004972325,0.9703862,0.000101304635,0.00009208925,0.000002320606,0.009516805,0.00003138387,0.00020029815,0.009446998,0.00019013359,0.009897265],"study_design_scores_gemma":[0.0021172408,0.001678247,0.7586661,0.0003476361,0.00030669404,8.480847e-7,0.1788359,0.016069027,0.00044176643,0.03234489,0.007778641,0.0014130394],"about_ca_topic_score_codex":0.0017605147,"about_ca_topic_score_gemma":0.0028783015,"teacher_disagreement_score":0.21172015,"about_ca_system_score_codex":0.0008386034,"about_ca_system_score_gemma":0.00072299596,"threshold_uncertainty_score":0.99457717},"labels":[],"label_agreement":null},{"id":"W2037183514","doi":"10.1136/jech.2011.143586.87","title":"Gender, the State, and a lifetime of experience: Understanding mental health dynamics among older adults","year":2011,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Life course approach; Mental health; Context (archaeology); Latent class model; Medicine; General Health Questionnaire; Gerontology; Socioeconomic status; Welfare state; Social class; Social position; British Household Panel Survey; Developmental psychology; Psychology; Psychiatry; Population; Social psychology; Social relation; Demographic economics","score_opus":0.2667208694203947,"score_gpt":0.46939648122425986,"score_spread":0.20267561180386517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037183514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734533,0.0045461482,0.0024017342,0.01695204,0.0006222914,0.0007040551,0.00003712053,0.000015633794,0.001267723],"genre_scores_gemma":[0.9847356,0.0081821745,0.0008499275,0.006061345,0.00006337066,0.000011463866,0.000008879101,0.000018846382,0.000068394475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98586583,0.010810034,0.0022785878,0.00014757697,0.00017689906,0.0007210938],"domain_scores_gemma":[0.99119246,0.004601033,0.0031943289,0.00047941515,0.00018605281,0.0003467038],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0154416505,0.0002071198,0.001125195,0.00016638661,0.002902586,0.00000203155,0.0004364567,0.0001382315,0.00007864165],"category_scores_gemma":[0.0012283891,0.00013349888,0.0001246639,0.00016797779,0.0007747306,0.00016249446,0.00035910122,0.002315982,0.00000184553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001956015,0.00014917254,0.77993774,0.00033555453,0.00010114743,6.2521457e-7,0.20791413,0.0000010801296,3.306789e-7,0.004217147,0.0062932675,0.00085420365],"study_design_scores_gemma":[0.0011099178,0.00094252016,0.7631144,0.00097386504,0.000011446343,0.000014029239,0.2233497,0.000105731255,3.8397343e-7,0.010068244,0.0002189487,0.000090813526],"about_ca_topic_score_codex":0.022748668,"about_ca_topic_score_gemma":0.017984586,"teacher_disagreement_score":0.016823346,"about_ca_system_score_codex":0.0008440607,"about_ca_system_score_gemma":0.00064970786,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2038147254","doi":"10.4102/curationis.v29i1.1036","title":"The use of PHC clinic-based women’s groups for financial empowerment in a rural area","year":2006,"lang":"en","type":"article","venue":"Curationis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Empowerment; Rural area; Nursing; Socioeconomics; Psychology; Business; Medicine; Economic growth; Sociology; Economics","score_opus":0.0966183645238614,"score_gpt":0.3949939798826132,"score_spread":0.2983756153587518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038147254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918618,0.00007152207,0.00063367764,0.0052900235,0.00058336614,0.0010944679,0.000051546573,0.000026439027,0.00038713322],"genre_scores_gemma":[0.99465084,0.000019125044,0.00012499181,0.0006503967,0.0001989379,0.0014570558,0.00004332845,0.0000103215825,0.0028450128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998823,0.00011086937,0.0005437362,0.00010352771,0.00011640794,0.00030246377],"domain_scores_gemma":[0.9985986,0.00089913287,0.00020215164,0.00014874799,0.00013090714,0.000020460777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036895485,0.00008714822,0.00016423744,0.000037307203,0.00084389775,0.000013133074,0.00007147866,0.00006876043,0.0000720206],"category_scores_gemma":[0.0003085658,0.000060722803,0.000055950866,0.000102093305,0.000067050816,0.00009385913,0.000027538894,0.000111442816,0.000013187509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006952852,0.0003065938,0.73246944,0.00014176287,0.000022447759,0.0000010390663,0.0062737754,0.000086472144,0.00014920914,0.017587477,0.2401024,0.0021641091],"study_design_scores_gemma":[0.0037046904,0.0003390263,0.58910114,0.00018739031,0.000017181663,6.478068e-8,0.00303433,0.0006446159,0.00008767977,0.008988356,0.39368066,0.00021484542],"about_ca_topic_score_codex":0.00030696945,"about_ca_topic_score_gemma":0.0029992177,"teacher_disagreement_score":0.15357827,"about_ca_system_score_codex":0.00014648416,"about_ca_system_score_gemma":0.0001688625,"threshold_uncertainty_score":0.64906645},"labels":[],"label_agreement":null},{"id":"W2038618204","doi":"10.1016/s0140-6736(08)61693-1","title":"Addressing social determinants of health inequities: what can the state and civil society do?","year":2008,"lang":"en","type":"article","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":174,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership; University of British Columbia; University of Ottawa; University of Toronto; Institute of Population and Public Health","funders":"","keywords":"Civil society; Facilitator; Social determinants of health; Health equity; Equity (law); Commission; Health policy; Political science; Government (linguistics); Right to health; Politics; Public administration; Economic growth; Public relations; Human rights; Health care; Economics; Law","score_opus":0.260038750845287,"score_gpt":0.45377774033903684,"score_spread":0.19373898949374985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038618204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96278566,0.0036315087,0.000004637498,0.03202234,0.0002418436,0.00031024354,0.000047341768,0.000025214165,0.0009311837],"genre_scores_gemma":[0.9833692,0.00932971,0.000014317772,0.005291092,0.0005826129,0.000034046658,0.0000023102443,0.000011939419,0.0013648213],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99861056,0.00039570912,0.0003199348,0.000103480306,0.00016124835,0.0004090566],"domain_scores_gemma":[0.99915135,0.0003089512,0.000279178,0.0001879675,0.00004980192,0.000022755066],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010399175,0.0000948042,0.00041633978,0.0000089757195,0.0028113176,0.000013069163,0.00017255814,0.00003707443,0.000041430885],"category_scores_gemma":[0.000028423447,0.00004836248,0.00004458642,0.00007264713,0.0003443257,0.000085703694,0.00019393639,0.00026941087,0.000004825304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004360197,0.00001528684,0.29473734,0.0004416118,0.000056148274,0.0000011136764,0.47971374,6.3515995e-7,0.000014542991,0.0001973234,0.21326405,0.011514616],"study_design_scores_gemma":[0.0019526164,0.00010263041,0.85266495,0.0010192887,0.000027330363,0.0000037214268,0.101145506,0.00003764799,0.000026388554,0.0042014075,0.03861219,0.00020635118],"about_ca_topic_score_codex":0.00070025475,"about_ca_topic_score_gemma":0.001703383,"teacher_disagreement_score":0.5579276,"about_ca_system_score_codex":0.0000380683,"about_ca_system_score_gemma":0.00015877078,"threshold_uncertainty_score":0.9984869},"labels":[],"label_agreement":null},{"id":"W2038865902","doi":"10.1016/s0840-4704(10)60426-7","title":"Application of an Impact of Restructuring Scale to the Healthcare Sphere","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Workload; Scale (ratio); Stressor; Distress; Job satisfaction; Health care; Business; Nursing; Job security; Anxiety; Somatization; Psychology; Medicine; Work (physics); Psychiatry; Management; Clinical psychology; Economic growth; Finance; Social psychology; Economics","score_opus":0.04656531378921579,"score_gpt":0.4339867969138203,"score_spread":0.3874214831246045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038865902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89845705,0.00050582364,0.0010217546,0.0902834,0.00038391972,0.004093045,0.00007393788,0.000120351426,0.0050607063],"genre_scores_gemma":[0.99624515,0.00032106397,0.00053546706,0.0015308495,0.00015860767,0.0003567344,0.000043607233,0.000033714205,0.0007747824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975235,0.0002752606,0.0007600474,0.0003450316,0.00038126498,0.00071491644],"domain_scores_gemma":[0.99829227,0.000070722344,0.00037812928,0.0008318234,0.00023841058,0.00018866084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057703804,0.00019681487,0.00036305157,0.00014128414,0.0007731085,0.0000047869917,0.0003799367,0.00010064901,0.000072405346],"category_scores_gemma":[0.000015093844,0.0001373405,0.000118019,0.0005546467,0.00004815598,0.000099160505,0.00034656483,0.00026362683,0.00003625377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025334096,0.000063759646,0.8376186,0.0013223041,0.00008348888,0.000002504298,0.0034067167,0.00012473644,0.000023577408,0.0141833285,0.00726227,0.13565539],"study_design_scores_gemma":[0.0005533135,0.0006148112,0.9321643,0.0003443911,0.000028661269,0.0000011616901,0.017908785,0.00012006899,0.000022422744,0.0032532755,0.044816773,0.00017203605],"about_ca_topic_score_codex":0.016740764,"about_ca_topic_score_gemma":0.021304604,"teacher_disagreement_score":0.13548335,"about_ca_system_score_codex":0.00023136575,"about_ca_system_score_gemma":0.00007631832,"threshold_uncertainty_score":0.996554},"labels":[],"label_agreement":null},{"id":"W2039287648","doi":"10.1007/s11205-007-9207-2","title":"The Extent of Economic Vulnerability in the Canadian Labour Market and Federal Jurisdiction: Is There a Role for Labour Standards?","year":2007,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Government of Canada","keywords":"Jurisdiction; Vulnerability (computing); Labour economics; Labour law; Economics; Business; Political science; Law","score_opus":0.06849543202409519,"score_gpt":0.4819437317152326,"score_spread":0.4134482996911374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039287648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940391,0.00084499293,0.0000017656132,0.035716802,0.00014822914,0.0013857672,0.00043820956,0.000008696434,0.021064557],"genre_scores_gemma":[0.99611473,0.00026103685,0.000004346026,0.00028667014,0.00040438265,0.00027119555,0.0000033690656,0.000013640383,0.0026406043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701566,0.0010853924,0.00038110444,0.00020640779,0.0004916718,0.0008197454],"domain_scores_gemma":[0.9976866,0.0016669953,0.00010002672,0.00017770892,0.0002531462,0.00011550889],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01795445,0.00009492512,0.00018397473,0.00015676401,0.0069927173,0.00004517022,0.00028350827,0.00018306485,0.0003024596],"category_scores_gemma":[0.00033714282,0.000059044483,0.000056245113,0.00030272704,0.00050406903,0.000048951817,0.000105241095,0.0008121727,0.00000553057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027814644,0.000033200973,0.8328611,0.00010655924,0.00005809421,0.0000014216245,0.036502615,3.9313633e-8,0.000002783621,0.059908953,0.06091988,0.0093271565],"study_design_scores_gemma":[0.0003855042,0.000058072532,0.66682273,0.0000138933165,0.0000025613458,8.305945e-8,0.032542907,0.0000017176649,0.000009993886,0.014221246,0.2858929,0.000048366604],"about_ca_topic_score_codex":0.13982189,"about_ca_topic_score_gemma":0.78594255,"teacher_disagreement_score":0.64612067,"about_ca_system_score_codex":0.00095011987,"about_ca_system_score_gemma":0.0015845621,"threshold_uncertainty_score":0.99430007},"labels":[],"label_agreement":null},{"id":"W2039359996","doi":"10.5209/rev_sjop.2011.v14.n2.29","title":"Consequences of Job Insecurity and the Moderator Role of Occupational Group","year":2011,"lang":"en","type":"article","venue":"The Spanish Journal of Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Psychology; Moderation; Job satisfaction; Job insecurity; Social psychology; Job attitude; Affective events theory; Life satisfaction; Job performance; Demographic economics; Work (physics)","score_opus":0.1206912363479827,"score_gpt":0.43070921903691295,"score_spread":0.3100179826889302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039359996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864525,0.0020488908,0.00009447248,0.0034115033,0.00037619387,0.00016903378,0.000012672792,0.0000030705485,0.007431662],"genre_scores_gemma":[0.99821746,0.0006665917,0.00016808223,0.0007863897,0.00012005205,0.0000056561607,3.153188e-7,0.0000047266158,0.00003073296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840367,0.0006707147,0.00057985634,0.00006428478,0.00014601694,0.00013545468],"domain_scores_gemma":[0.99842215,0.00041849015,0.00074761664,0.0001311912,0.00025080264,0.000029757008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014166966,0.000071443705,0.00029636256,0.000044800203,0.0002391432,0.0000013686723,0.00023338568,0.00006917305,0.00022426764],"category_scores_gemma":[0.00012208235,0.000034362074,0.00006689403,0.00006318794,0.000994667,0.000055386907,0.000060912786,0.0003256793,0.0000026583236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047452254,0.00017569007,0.63028836,0.000055684148,0.00043038762,0.0000042233023,0.047911756,5.0706757e-7,0.0059486125,0.30284002,0.006574942,0.0010245526],"study_design_scores_gemma":[0.0023971386,0.0003867887,0.8092455,0.000076076925,0.000088000044,0.000039424085,0.005023577,0.0000024311062,0.00029037354,0.18126732,0.001128149,0.000055189877],"about_ca_topic_score_codex":0.00021522013,"about_ca_topic_score_gemma":0.000119361226,"teacher_disagreement_score":0.17895713,"about_ca_system_score_codex":0.000006019633,"about_ca_system_score_gemma":0.000063817715,"threshold_uncertainty_score":0.3664892},"labels":[],"label_agreement":null},{"id":"W2039516986","doi":"10.1177/0022146514568348","title":"Different Contexts, Different Effects?","year":2015,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Bremen International Graduate School of Social Sciences; Deutscher Akademischer Austauschdienst","keywords":"German; Mental health; Incentive; Socioeconomic status; Work (physics); Psychology; Work hours; Demographic economics; Gerontology; Demography; Medicine; Sociology; Psychiatry; Geography; Economics","score_opus":0.1097785365318618,"score_gpt":0.45729417288371077,"score_spread":0.34751563635184896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039516986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824996,0.0033674906,0.000026729502,0.011580265,0.001833952,0.00047577146,0.000006425744,0.000017897743,0.00019186028],"genre_scores_gemma":[0.9962358,0.000364416,0.000015019283,0.0019529401,0.0007699469,0.000038107035,0.000003883323,0.000015240549,0.0006046333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976709,0.00066851696,0.00079379114,0.00009780267,0.00034716772,0.00042182606],"domain_scores_gemma":[0.9984442,0.00020251935,0.00065947825,0.000059140784,0.00022743848,0.0004072384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068391656,0.00015304025,0.0006647082,0.00007903968,0.0009203456,0.000009804874,0.00008511417,0.000114095295,0.000027480344],"category_scores_gemma":[0.000094623116,0.00009898643,0.000106019346,0.000039401213,0.00006359466,0.000073256044,0.00006833797,0.0005599762,0.000007378156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013448096,0.00022656225,0.91722476,0.0002520507,0.000031913543,0.000014032876,0.019944603,6.047648e-9,0.000017374836,0.0011106649,0.027212633,0.033830896],"study_design_scores_gemma":[0.0038871868,0.0016818207,0.95932895,0.00021297918,0.00009709136,0.0000057539564,0.011509366,2.3346112e-7,0.000007480428,0.00068471004,0.02243922,0.000145186],"about_ca_topic_score_codex":0.000080729675,"about_ca_topic_score_gemma":0.00006670382,"teacher_disagreement_score":0.04210419,"about_ca_system_score_codex":0.00024121632,"about_ca_system_score_gemma":0.00028934912,"threshold_uncertainty_score":0.7078647},"labels":[],"label_agreement":null},{"id":"W2040108265","doi":"10.1016/j.schres.2010.02.559","title":"THEORY OF MIND AND GLOBAL EMPATHY PERFORMANCE IN SCHIZOPHRENIA: THE ROLE OF ANXIETY, REMISSION STATUS AND SYMPTOM TYPE","year":2010,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Dalhousie University","funders":"","keywords":"Empathy; Schizophrenia (object-oriented programming); Anxiety; Psychology; Clinical psychology; Theory of mind; Psychotherapist; Psychiatry; Cognition","score_opus":0.039418448857771175,"score_gpt":0.3937876005381137,"score_spread":0.3543691516803425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040108265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99066466,0.0028320767,3.4232818e-7,0.00066861504,0.00016920241,0.0005956577,0.000029335573,0.000011329955,0.005028791],"genre_scores_gemma":[0.99718887,0.0021557093,0.00022660987,0.000011977791,0.0001135494,0.00003283586,0.0000050781546,0.000015209778,0.00025019035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973594,0.00071080594,0.00044910065,0.00031148604,0.000535394,0.0006338078],"domain_scores_gemma":[0.9981924,0.0007715406,0.00012656722,0.00041137188,0.00035383686,0.00014425634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003217819,0.00015507365,0.0003080584,0.00016697231,0.00062308175,0.000010066524,0.00024130325,0.0001770234,0.0001285874],"category_scores_gemma":[0.0006288452,0.00010071554,0.000029337649,0.00065310387,0.00072513387,0.00011933805,0.00068630686,0.0013129028,0.000014149841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002998877,0.00004888057,0.9020003,0.000152698,0.000023258734,7.036078e-7,0.0033387018,2.3299347e-7,0.0048385914,0.017351273,0.00011234167,0.06913412],"study_design_scores_gemma":[0.0017454331,0.00019664131,0.97091585,0.00024389669,0.000011710403,0.0000018729909,0.004598233,0.000055557215,0.00093684567,0.018100893,0.0030833166,0.00010975745],"about_ca_topic_score_codex":0.00042484223,"about_ca_topic_score_gemma":0.001276162,"teacher_disagreement_score":0.06902437,"about_ca_system_score_codex":0.000040440016,"about_ca_system_score_gemma":0.00036714092,"threshold_uncertainty_score":0.5703982},"labels":[],"label_agreement":null},{"id":"W2040682402","doi":"10.1186/1471-2458-14-938","title":"Structural and intermediary determinants of social inequalities in the mental well-being of European workers: a relational approach","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Vlaamse regering; Vrije Universiteit Brussel; Fonds Wetenschappelijk Onderzoek","keywords":"Psychosocial; Mental health; Social class; Mediation; Social inequality; European Social Survey; Moderation; Psychology; Social psychology; Inequality; Sociology; Psychiatry; Political science; Social science","score_opus":0.1142552547643559,"score_gpt":0.39437831761392245,"score_spread":0.28012306284956656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040682402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801939,0.00006457896,0.000099457255,0.0034002154,0.00015133018,0.0003838678,0.000010577071,0.000013893645,0.015682172],"genre_scores_gemma":[0.998791,0.000012650885,0.00026097876,0.00052946043,0.00021103099,0.000020754733,0.00003134481,0.000010746472,0.0001320332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612606,0.002477686,0.0006901663,0.00014031553,0.000235251,0.00033049984],"domain_scores_gemma":[0.99887896,0.0005523563,0.0003641373,0.000105808875,0.000047429974,0.000051305404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039250082,0.00009704373,0.00027797226,0.0001121939,0.00043051413,0.000005920083,0.00014182943,0.000046633122,0.00002257085],"category_scores_gemma":[0.00023921496,0.000065705644,0.00003437448,0.00014068332,0.0001699501,0.00012718876,0.00015250024,0.0002461551,0.0000018922104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016675263,0.000020898495,0.87439674,0.0004307423,0.0000060615603,9.139391e-8,0.101958916,1.2584538e-7,6.039864e-7,0.020133302,0.00090122665,0.0021345888],"study_design_scores_gemma":[0.0006223319,0.000060129074,0.9592562,0.000099616926,0.000002334031,8.1401146e-7,0.03739972,0.00021033302,2.1981066e-7,0.00054638466,0.0017457776,0.00005615252],"about_ca_topic_score_codex":0.00034086625,"about_ca_topic_score_gemma":0.00035516985,"teacher_disagreement_score":0.084859416,"about_ca_system_score_codex":0.000055226177,"about_ca_system_score_gemma":0.00020208125,"threshold_uncertainty_score":0.33112103},"labels":[],"label_agreement":null},{"id":"W2041881009","doi":"10.1016/s0840-4704(10)60043-9","title":"Job Loss among Hospital Workers: Antecedents and Consequences","year":2002,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Chedoke Hospital; Hamilton Health Sciences; McMaster Children's Hospital; McMaster University; University of Toronto","funders":"","keywords":"Anxiety; Job satisfaction; Psychology; Perception; Nursing; Public hospital; Coping (psychology); Job dissatisfaction; Job loss; Public sector; Emotional exhaustion; Medicine; Burnout; Social psychology; Clinical psychology; Psychiatry; Unemployment; Political science","score_opus":0.0447002823547151,"score_gpt":0.35949469219619873,"score_spread":0.31479440984148366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041881009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.765527,0.0035535516,0.000048896814,0.1731213,0.0017914836,0.0024758612,0.000026351712,0.00036838482,0.053087167],"genre_scores_gemma":[0.9728418,0.003641733,0.000103153936,0.0030269518,0.00013362263,0.0003128185,0.000008917987,0.000030221558,0.019900762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749905,0.00020741114,0.00050605554,0.00045420992,0.00033916754,0.0009940827],"domain_scores_gemma":[0.99911225,0.0000958843,0.00019409833,0.000311503,0.00008461551,0.00020165766],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00030667998,0.00024752258,0.00031101226,0.00015226065,0.0015553777,0.000027334663,0.0001957438,0.00013170723,0.00040826987],"category_scores_gemma":[0.000025443045,0.00021628263,0.000059003665,0.00023835473,0.00030012956,0.00020809217,0.00045568577,0.00035280947,0.00029022375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011014035,0.000032469346,0.900234,0.00050473615,0.00007800676,0.00006113329,0.0017014437,1.1499767e-7,1.9593296e-7,0.008674685,0.08116597,0.007536254],"study_design_scores_gemma":[0.0011792704,0.0002622882,0.8714966,0.00091392465,0.000044500783,0.000001475627,0.03478377,0.000026792113,0.0000012001618,0.0030121699,0.08789103,0.00038698415],"about_ca_topic_score_codex":0.0014272305,"about_ca_topic_score_gemma":0.0016969881,"teacher_disagreement_score":0.20731482,"about_ca_system_score_codex":0.00011580153,"about_ca_system_score_gemma":0.000011031358,"threshold_uncertainty_score":0.9997445},"labels":[],"label_agreement":null},{"id":"W2042414123","doi":"10.2190/hs.39.1.e","title":"Social Murder: The Long-Term Effects of Conservative Economic Policy","year":2009,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Unemployment; Economics; Redistribution (election); Poverty; Population; Social policy; Development economics; Public economics; Labour economics; Economic policy; Economic growth; Market economy; Political science; Sociology; Politics; Law","score_opus":0.03157180216194862,"score_gpt":0.46163222545616817,"score_spread":0.43006042329421956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042414123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82507694,0.0013255426,0.000026455193,0.17111331,0.0012457214,0.00027078533,0.000011717169,0.000010324003,0.0009191704],"genre_scores_gemma":[0.98196685,0.00079596636,0.00002471946,0.015273104,0.0017710832,0.00000497227,0.0000048562188,0.000007661433,0.00015079847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980126,0.00037976177,0.0009551229,0.000085447995,0.00032363052,0.00024343714],"domain_scores_gemma":[0.99710363,0.0005709016,0.0017117861,0.00007468404,0.0004835046,0.00005551517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071244023,0.00011333359,0.00034716434,0.00016833107,0.00044165633,0.000011280504,0.0005078918,0.00005836256,0.000051287258],"category_scores_gemma":[0.000030191704,0.00007449368,0.00011663557,0.00006663577,0.000055203585,0.00018560138,0.0000730056,0.00029284216,0.000018754412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060405536,0.00029101985,0.8462854,0.0012334314,0.00093884295,0.000030078809,0.06888252,0.000015618716,0.00015406881,0.033554193,0.011075162,0.036935583],"study_design_scores_gemma":[0.0012593605,0.00027661835,0.9876971,0.0007661121,0.000017353914,0.0000070753395,0.0014387568,0.0000066163184,0.000050981824,0.004348783,0.004068718,0.00006251372],"about_ca_topic_score_codex":0.0011387205,"about_ca_topic_score_gemma":0.00049471774,"teacher_disagreement_score":0.15688987,"about_ca_system_score_codex":0.00028590675,"about_ca_system_score_gemma":0.00063933904,"threshold_uncertainty_score":0.3396908},"labels":[],"label_agreement":null},{"id":"W2043016351","doi":"10.1007/s10566-014-9260-3","title":"Adolescents’ Self-reported Running Away from Home and Suicide Attempts During a Period of Economic Recession in Greece","year":2014,"lang":"en","type":"article","venue":"Child & Youth Care Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Greek Organisation Against Drugs","keywords":"Psychosocial; Socioeconomic status; Psychological intervention; Quarter (Canadian coin); Recession; Psychology; Logistic regression; Suicide prevention; Mental health; Suicide attempt; Family disruption; Demography; Poison control; Medicine; Psychiatry; Clinical psychology; Environmental health; Population; Geography","score_opus":0.01838348110285731,"score_gpt":0.3121189134895951,"score_spread":0.29373543238673777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043016351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99485415,0.0011234194,0.0000037313555,0.00088965805,0.00063700054,0.00049617054,0.000071439645,0.000109245986,0.0018151731],"genre_scores_gemma":[0.9992124,0.00012810805,0.00003253669,0.0001838697,0.00022211632,0.000027340013,0.00009611502,0.000040415016,0.000057102166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980808,0.00014089175,0.0006861833,0.0004221989,0.00014063646,0.00052927714],"domain_scores_gemma":[0.99907386,0.000052198404,0.0003794737,0.0003288751,0.00006107505,0.00010453764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022886526,0.00023394777,0.00049688446,0.00015081349,0.0006553879,0.000009510978,0.00013869732,0.00016881333,0.00003658859],"category_scores_gemma":[0.000046796,0.0002107519,0.000073006835,0.000086249034,0.000049932136,0.00013265185,0.00033249284,0.00041966292,0.000020025887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007529268,0.000018217552,0.96116626,0.00027590114,0.00004230252,0.0000029632931,0.037876487,0.0000031480597,0.00006456252,0.000021006255,0.000055963308,0.00039791068],"study_design_scores_gemma":[0.0020822086,0.000048678645,0.9566204,0.0030104923,0.000057677003,9.715301e-7,0.0374836,0.00001912725,0.00013389727,0.000064734886,0.00024231205,0.00023590382],"about_ca_topic_score_codex":0.002415028,"about_ca_topic_score_gemma":0.0038539795,"teacher_disagreement_score":0.0045458446,"about_ca_system_score_codex":0.00017891021,"about_ca_system_score_gemma":0.00005759749,"threshold_uncertainty_score":0.8594213},"labels":[],"label_agreement":null},{"id":"W2043115647","doi":"10.3109/09638288.2011.553708","title":"The social interaction of return to work explored from co-workers experiences","year":2011,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Work (physics); Process (computing); Task (project management); Exploratory research; Qualitative research; Psychological intervention; Public relations; Social work; Psychology; Social psychology; Business; Sociology; Political science; Management; Computer science; Economics; Engineering; Economic growth","score_opus":0.09217918635655885,"score_gpt":0.4243760712980016,"score_spread":0.3321968849414427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043115647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913172,0.000040226794,0.000025207488,0.0061144507,0.00052901695,0.00056569505,0.000007507891,0.0000307805,0.0013699239],"genre_scores_gemma":[0.999131,0.000009147287,0.00020831333,0.00005723061,0.00010794795,0.00040888804,0.000007808218,0.0000055276273,0.0000641024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986395,0.00047031237,0.0003957866,0.00019766792,0.0001352458,0.00016146075],"domain_scores_gemma":[0.9973887,0.0021634214,0.00015995304,0.00015127787,0.00009594607,0.00004065785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059002964,0.00008382252,0.00015363687,0.000016017335,0.0010156218,0.0000054106854,0.0000764868,0.00007495409,0.00012694481],"category_scores_gemma":[0.00081270945,0.000053817294,0.000057485267,0.00013399078,0.00075226376,0.00013297172,0.000050204842,0.00013425549,0.000010338687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000321463,0.000043046668,0.5726919,0.000024892906,0.000011432493,1.2330084e-8,0.42163697,5.7099673e-8,0.00002396597,0.0002949272,0.0012698243,0.0036814823],"study_design_scores_gemma":[0.000107700456,0.00008882031,0.5781524,0.000044120807,0.000006091518,4.540853e-9,0.41839465,8.814719e-7,0.000026581503,0.0023958478,0.0007433391,0.000039525738],"about_ca_topic_score_codex":0.00096158957,"about_ca_topic_score_gemma":0.00053252146,"teacher_disagreement_score":0.007813844,"about_ca_system_score_codex":0.000058245158,"about_ca_system_score_gemma":0.000015736863,"threshold_uncertainty_score":0.78114444},"labels":[],"label_agreement":null},{"id":"W2043318057","doi":"10.1353/ces.2013.0010","title":"The Intersecting Dynamics of Social Exclusion: Age, Gender, Race and Immigrant Status in Canada’s Labour Market","year":2013,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social exclusion; Immigration; Earnings; Demographic economics; Odds; Sociology; Race (biology); Descriptive statistics; Logistic regression; Economics; Economic growth; Political science; Gender studies","score_opus":0.09593515125539907,"score_gpt":0.39591506881667565,"score_spread":0.29997991756127657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043318057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91667765,0.044568032,9.3226686e-7,0.026196873,0.001109855,0.0008153752,0.00010266491,0.000014932412,0.010513679],"genre_scores_gemma":[0.9828772,0.010017568,0.000009005194,0.00088785694,0.00009627115,0.00012355573,0.000004131726,0.000017493743,0.0059669414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810886,0.00029936692,0.00043866038,0.00018870283,0.00015990245,0.00080452755],"domain_scores_gemma":[0.99836737,0.000986268,0.00015350753,0.00012445186,0.00021087856,0.00015754881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052416825,0.00016041263,0.00036420033,0.00008980682,0.0012105593,0.0000034649752,0.00012779844,0.00006791002,0.00013293907],"category_scores_gemma":[0.00048475206,0.00011678378,0.00003027536,0.00019922787,0.00019322582,0.000049685546,0.00022203322,0.00040132675,0.0000034622763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042602096,0.000009810436,0.37985143,0.00059249165,0.0005442624,0.00006006258,0.19454119,0.000001471862,0.000010217234,0.004985854,0.30976355,0.10959708],"study_design_scores_gemma":[0.00026390055,0.00000902115,0.7141791,0.00006407956,0.000010682504,2.9980941e-7,0.2803813,0.000024873643,3.0928683e-7,0.00060714246,0.0043666568,0.00009264975],"about_ca_topic_score_codex":0.9972867,"about_ca_topic_score_gemma":0.99998474,"teacher_disagreement_score":0.33432767,"about_ca_system_score_codex":0.001971885,"about_ca_system_score_gemma":0.001720537,"threshold_uncertainty_score":0.9310765},"labels":[],"label_agreement":null},{"id":"W2044188496","doi":"10.1002/j.2161-1920.2011.tb01119.x","title":"the transition experiences of successful chinese immigrants","year":2011,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coquitlam College; University of British Columbia","funders":"","keywords":"Transition (genetics); Psychology; Immigration; Work (physics); School-to-work transition; Personality; Resource (disambiguation); Social psychology; Pedagogy; Political science; Vocational education","score_opus":0.04801034137220609,"score_gpt":0.3679837355914878,"score_spread":0.31997339421928167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044188496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934601,0.0024253663,0.00054103235,0.0006647289,0.001616437,0.00021100373,0.0000021291576,0.000014000967,0.0010651826],"genre_scores_gemma":[0.9969124,0.002178955,0.000113172166,0.00022847696,0.0003429236,0.000023920134,5.2008835e-7,0.00001405164,0.00018555559],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99774766,0.00024044045,0.0011092451,0.00009638261,0.00050163857,0.00030465162],"domain_scores_gemma":[0.99790716,0.0004235387,0.00088431203,0.00014687788,0.0005682014,0.00006992705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015814616,0.00014159671,0.00033153678,0.000094157695,0.0008080767,0.0000080033005,0.0002914731,0.00006475025,0.00020961506],"category_scores_gemma":[0.00010832847,0.00007631723,0.00016285984,0.00017527588,0.00011279834,0.00023941194,0.000025164129,0.00030985492,0.0000069996872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077838567,0.00019657961,0.13569723,0.00009178444,0.00027347569,0.000017027229,0.85595703,0.00001041626,0.0010266865,0.0003182762,0.003121312,0.0025117937],"study_design_scores_gemma":[0.0041032205,0.0017460171,0.09696332,0.0019159907,0.00030624564,0.000027342758,0.87330323,0.0000915379,0.0017585629,0.0074319807,0.01180225,0.00055031996],"about_ca_topic_score_codex":0.00022799913,"about_ca_topic_score_gemma":0.00017068457,"teacher_disagreement_score":0.038733907,"about_ca_system_score_codex":0.00003839127,"about_ca_system_score_gemma":0.00009925799,"threshold_uncertainty_score":0.62151545},"labels":[],"label_agreement":null},{"id":"W2044603100","doi":"10.1007/s11205-007-9201-8","title":"Temporary Employment and Social Inequality in Canada: Exploring Intersections of Gender, Race and Immigration Status","year":2007,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Immigration; Quality of Life Research; Race (biology); Human geography; Inequality; Demographic economics; Social inequality; Sociology; Public health; Gender studies; Political science; Economics; Social science; Medicine","score_opus":0.30474174748632904,"score_gpt":0.49523773880185157,"score_spread":0.19049599131552253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044603100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958238,0.00028765394,0.00001742731,0.0020049817,0.00015993028,0.00048448605,0.00003350253,0.000015108766,0.0011730858],"genre_scores_gemma":[0.99920946,0.0002961926,0.000006925456,0.000052064883,0.00019327749,0.00011298013,0.000015355594,0.000014021688,0.000099746416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734175,0.0006972557,0.0005166395,0.0002260563,0.00055788853,0.000660392],"domain_scores_gemma":[0.99903387,0.00052949437,0.00013691495,0.000069422946,0.00012783526,0.00010244684],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029862253,0.000100599806,0.00025733234,0.0004405432,0.0014856951,0.0000065352283,0.000071914525,0.00010977661,0.000032075128],"category_scores_gemma":[0.00012705324,0.000099085446,0.000021972774,0.0005942265,0.00023707369,0.00013177189,0.0002663679,0.00076288206,0.0000011924883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075506585,0.00003332415,0.9211231,0.00013017873,0.000030701773,0.0000033989268,0.07063121,2.1817684e-8,0.00010154228,0.0015646149,0.0018912719,0.0044151256],"study_design_scores_gemma":[0.00038870028,0.000030419184,0.83370054,0.000022096181,0.0000037974044,6.052111e-8,0.1631752,8.7393147e-7,0.00008039619,0.00034904707,0.0021768082,0.0000720615],"about_ca_topic_score_codex":0.82363516,"about_ca_topic_score_gemma":0.92762643,"teacher_disagreement_score":0.10399131,"about_ca_system_score_codex":0.0010172559,"about_ca_system_score_gemma":0.0011585815,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W2044821314","doi":"10.1016/s0140-6736(14)62154-1","title":"Do regional labour market conditions affect transitions into employment from health-related inactivity? Multilevel analysis of longitudinal UK Labour Force Survey data","year":2014,"lang":"en","type":"article","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; University of Glasgow; Scottish Government","keywords":"Unemployment; Demographic economics; Quarter (Canadian coin); Affect (linguistics); Multilevel model; Welfare; Labour economics; Economics; Demography; Geography; Psychology; Economic growth; Sociology","score_opus":0.14912324821371326,"score_gpt":0.4292465305629743,"score_spread":0.28012328234926104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044821314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459326,0.0004611707,0.0032254558,0.031751134,0.00031772567,0.00078060076,0.016574003,0.00011471218,0.0008425537],"genre_scores_gemma":[0.9919019,0.00027137107,0.00021821196,0.001312462,0.00032556392,0.00011156163,0.0043723704,0.000027221582,0.0014593338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946315,0.0031176342,0.0007543909,0.0005145979,0.00040249308,0.00057933],"domain_scores_gemma":[0.99442595,0.0030973232,0.00053664576,0.0015804685,0.0002352389,0.00012437154],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032074815,0.00025719433,0.001217617,0.00020155398,0.0014698469,0.000017574905,0.00076276396,0.0001361261,0.0017025728],"category_scores_gemma":[0.00048518967,0.00018853613,0.00014318957,0.00084537995,0.0002063878,0.00016279334,0.00032360986,0.000567081,0.00004289542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039012908,0.00020035522,0.8581475,0.0001373976,0.0031260606,0.0000015747095,0.007879336,0.000089511785,0.00008895107,0.008254473,0.12117151,0.00051321345],"study_design_scores_gemma":[0.0015146678,0.000077543016,0.98841405,0.00018417326,0.00046150634,3.3805725e-7,0.00094925193,0.0011506916,0.0000029582286,0.0037305627,0.0033257604,0.00018849922],"about_ca_topic_score_codex":0.034098912,"about_ca_topic_score_gemma":0.058504604,"teacher_disagreement_score":0.13026656,"about_ca_system_score_codex":0.00013022496,"about_ca_system_score_gemma":0.00015033237,"threshold_uncertainty_score":0.9998301},"labels":[],"label_agreement":null},{"id":"W2045673669","doi":"10.1111/j.1467-9515.2007.00537.x","title":"(Not) Taking Account of Precarious Employment: Workfare Policies and Lone Mothers in Ontario and the UK","year":2007,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; UNICEF","keywords":"Workfare; Labour economics; Political science; Economics; Demographic economics; Welfare; Market economy","score_opus":0.06523211572615825,"score_gpt":0.41300461450328146,"score_spread":0.34777249877712324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045673669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801507,0.00024399614,0.00000779139,0.012155097,0.000052352425,0.0004061015,0.000008841153,0.000011845735,0.006963301],"genre_scores_gemma":[0.9975196,0.00017512387,0.000010832856,0.0010367422,0.00030834437,0.000019400897,0.000005222413,0.000007438751,0.00091726123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911684,0.00008999692,0.00031754133,0.00011955155,0.00011270343,0.00024334327],"domain_scores_gemma":[0.99945515,0.00021311692,0.00020761119,0.00005133819,0.000038110527,0.000034680514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005582176,0.000102474434,0.0001996844,0.000071027775,0.0006810508,0.000016692122,0.00003515788,0.00011202233,0.000016359727],"category_scores_gemma":[0.00010580246,0.000076744785,0.000019557605,0.00011023349,0.0003003412,0.00006600458,0.000054310036,0.00020951632,3.5276378e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065176137,0.000032528653,0.6669344,0.000077658224,0.000049613664,0.0000014951138,0.22491382,1.9677346e-7,0.00009943018,0.095967315,0.00018343203,0.011088385],"study_design_scores_gemma":[0.0013238958,0.00006774788,0.9807646,0.00006086561,0.000020617317,6.719304e-7,0.009806619,9.2063533e-7,0.000033799286,0.005211083,0.0026276328,0.00008149158],"about_ca_topic_score_codex":0.14201881,"about_ca_topic_score_gemma":0.58643126,"teacher_disagreement_score":0.44441244,"about_ca_system_score_codex":0.00009955411,"about_ca_system_score_gemma":0.00024526575,"threshold_uncertainty_score":0.86369455},"labels":[],"label_agreement":null},{"id":"W2046353944","doi":"10.1016/j.jval.2014.03.1273","title":"Investigating economic risk factors that impact mental health status of former army personnel","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Military personnel; Anxiety; Educational attainment; Logistic regression; Probit model; Medicine; Environmental health; Psychology; Gerontology; Psychiatry; Statistics; Economics; Geography","score_opus":0.11811398967294795,"score_gpt":0.4173879733712102,"score_spread":0.29927398369826225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046353944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923843,0.0010363637,0.000031721647,0.0033758702,0.0007828215,0.0011161002,0.00031557246,0.000064433574,0.00089280517],"genre_scores_gemma":[0.9957769,0.0026610347,0.0003615881,0.00081509043,0.00014267536,0.000035024852,0.00006704881,0.000042003318,0.00009865033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99545264,0.0014973441,0.0010675497,0.0003444768,0.00022552082,0.0014124676],"domain_scores_gemma":[0.9972157,0.0008207732,0.001157742,0.00028030423,0.000026423528,0.0004990906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022907394,0.00026275893,0.00075914036,0.00022011997,0.0011445857,0.000006273346,0.0001432782,0.00010432886,0.00013455634],"category_scores_gemma":[0.00025728563,0.00021125848,0.00012563239,0.00013715394,0.000099490324,0.0001614873,0.000108275555,0.00060464995,0.000041008956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001460827,0.000034070985,0.93280303,0.0004483753,0.00003033061,3.5079196e-8,0.060422998,0.0003854496,0.0000034681977,0.0007528048,0.0038314618,0.0012733788],"study_design_scores_gemma":[0.0017051934,0.0007742097,0.95308065,0.0008136681,0.000006723415,2.8083232e-7,0.030897181,0.003786996,0.000012760622,0.0013304317,0.00734093,0.00025094816],"about_ca_topic_score_codex":0.3253114,"about_ca_topic_score_gemma":0.0049019824,"teacher_disagreement_score":0.32040942,"about_ca_system_score_codex":0.001748315,"about_ca_system_score_gemma":0.0012231811,"threshold_uncertainty_score":0.8803344},"labels":[],"label_agreement":null},{"id":"W2046431446","doi":"10.1177/0270467604267521","title":"A Brief Annotated Bibliography of Healthy Work","year":2004,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bibliography; Work (physics); Annotated bibliography; Library science; Computer science; Engineering; Mechanical engineering","score_opus":0.028220601597363715,"score_gpt":0.3602190828476661,"score_spread":0.3319984812503024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046431446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110426,0.0011252599,0.00010771216,0.08224161,0.00025312012,0.00051694585,0.000009955266,0.00030334978,0.0043994705],"genre_scores_gemma":[0.9884893,0.0038693536,0.0057767224,0.0016302291,0.00002546101,0.00006723555,0.0000012399479,0.000012010533,0.00012846432],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979178,0.0000353543,0.0005812188,0.0003771296,0.00040302315,0.0006855231],"domain_scores_gemma":[0.99843156,0.00011572981,0.00042198156,0.0004053482,0.00055369467,0.00007166034],"candidate_categories":["bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.0012977798,0.00014393967,0.00036888552,0.0031346516,0.00119822,0.0000028561503,0.00063967664,0.00027678083,0.00014012666],"category_scores_gemma":[0.00016144334,0.0001226982,0.00016289292,0.03251547,0.0072370805,0.00003820777,0.00041236472,0.0004937249,0.00003559312],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006837127,0.00034826595,0.5788081,0.00024204093,0.00008178076,0.0000017498,0.0060804295,0.000010560789,0.0057829535,0.019255979,0.38840505,0.0009146875],"study_design_scores_gemma":[0.006331764,0.0018043821,0.43265632,0.0015813309,0.000094188246,0.0000043347836,0.06732146,0.0000022098236,0.010167223,0.029210445,0.45003995,0.00078638655],"about_ca_topic_score_codex":0.00048478696,"about_ca_topic_score_gemma":0.000010626196,"teacher_disagreement_score":0.14615181,"about_ca_system_score_codex":0.000046028777,"about_ca_system_score_gemma":0.00025157293,"threshold_uncertainty_score":0.9954646},"labels":[],"label_agreement":null},{"id":"W2047023346","doi":"10.1007/s10708-009-9287-4","title":"Female newcomers’ adjustment to life in Toronto, Canada: sources of mental stress and their implications for delivering primary mental health care","year":2009,"lang":"en","type":"article","venue":"GeoJournal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vanier College; York University; University of Victoria; Simon Fraser University","funders":"","keywords":"Mental health; Metropolitan area; Thematic analysis; Human geography; Mental health care; Psychology; Health care; Nursing; Sociology; Qualitative research; Medicine; Economic growth; Psychiatry; Social science","score_opus":0.036219964987859773,"score_gpt":0.36635055959401525,"score_spread":0.33013059460615546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047023346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675074,0.012583899,0.00003610286,0.017432394,0.00023883721,0.0010279337,0.0004951224,0.000011168157,0.0006671296],"genre_scores_gemma":[0.9951203,0.000869977,0.00023766427,0.003420838,0.0001573947,0.000059966016,0.00005268388,0.000009803795,0.000071409864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988248,0.000067245746,0.00044311502,0.00015913266,0.0000999472,0.00040579375],"domain_scores_gemma":[0.99938035,0.000060398288,0.00017623964,0.00010003672,0.000069164314,0.00021378176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016097268,0.00012819674,0.00029275048,0.000043854743,0.0007115491,0.0000043231967,0.000101121055,0.00003320873,0.000034827615],"category_scores_gemma":[0.000012024906,0.00010598829,0.000036304104,0.00005078254,0.000015098953,0.000076008575,0.00008282583,0.00012337601,2.5815345e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018660452,0.000113795286,0.81453425,0.00027053873,0.000093109345,4.4259156e-7,0.10866688,0.000032320182,0.00022849118,0.0003197798,0.015493671,0.060060147],"study_design_scores_gemma":[0.0009279603,0.00022441812,0.9107042,0.00025592596,0.0000058664245,0.0000011575504,0.08295131,0.00000355721,0.000023934603,0.00001338314,0.004790413,0.00009789653],"about_ca_topic_score_codex":0.27582517,"about_ca_topic_score_gemma":0.8284258,"teacher_disagreement_score":0.5526006,"about_ca_system_score_codex":0.0013899887,"about_ca_system_score_gemma":0.0005829212,"threshold_uncertainty_score":0.7289972},"labels":[],"label_agreement":null},{"id":"W2047478876","doi":"10.7202/602124ar","title":"Épargne de précaution et revenu de travail incertain : un survol de la littérature","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Philosophy; Political science; Humanities","score_opus":0.03624179288037664,"score_gpt":0.3616039636786819,"score_spread":0.32536217079830526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047478876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78247416,0.015274692,0.0014820747,0.17815858,0.0006406586,0.0010815175,0.00020822554,0.00023979694,0.020440295],"genre_scores_gemma":[0.9236531,0.012342648,0.0018663554,0.025507944,0.0013917921,0.00015773771,0.000088185865,0.0000685819,0.03492364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99050134,0.0068095014,0.0007690271,0.00049877824,0.00008779702,0.0013335384],"domain_scores_gemma":[0.9966466,0.0020377364,0.0003482841,0.00045402112,0.00011163426,0.00040174546],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005569309,0.00045999003,0.00062067626,0.00011224178,0.00068689964,0.000072056835,0.00031858133,0.001464256,0.0005598265],"category_scores_gemma":[0.0010839576,0.00047849587,0.00021115219,0.0002596857,0.00023035402,0.00028776433,0.000105799336,0.0019531779,0.00013133207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000514636,0.0009808256,0.067285016,0.0008205048,0.00036701706,0.00011363433,0.11928623,0.00010135992,0.0019229784,0.53909224,0.12873125,0.14078428],"study_design_scores_gemma":[0.0017649411,0.00041575514,0.3969647,0.001103762,0.00015903226,0.000041430445,0.0047531645,0.00016863705,0.001012782,0.15363835,0.43926567,0.000711761],"about_ca_topic_score_codex":0.0040658833,"about_ca_topic_score_gemma":0.0024482724,"teacher_disagreement_score":0.3854539,"about_ca_system_score_codex":0.0015048377,"about_ca_system_score_gemma":0.0013074353,"threshold_uncertainty_score":0.99983203},"labels":[],"label_agreement":null},{"id":"W2048320991","doi":"10.1016/s0277-9536(00)00318-x","title":"The social context of health selection: a longitudinal study of health and employment","year":2001,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Institute on Aging","keywords":"Demographic economics; Context (archaeology); Affect (linguistics); Opportunity structures; Position (finance); Meaning (existential); Social position; Longitudinal study; Life course approach; Labour economics; Psychology; Economics; Sociology; Social psychology; Political science; Medicine; Social relation; Geography","score_opus":0.15216617150501813,"score_gpt":0.4998584172530247,"score_spread":0.3476922457480066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048320991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92253965,0.0014718015,0.000032861913,0.07308652,0.000482715,0.0009906978,0.000002009115,0.000025548105,0.0013681685],"genre_scores_gemma":[0.99776745,0.00034180755,0.0000013849489,0.0010438281,0.00043810447,0.000045040164,9.587432e-7,0.0000064096903,0.00035504584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690443,0.0006084943,0.0008507105,0.00024896706,0.0008139123,0.00057346106],"domain_scores_gemma":[0.9985267,0.00022741554,0.00070623186,0.00008896845,0.00034402392,0.00010664422],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0054091825,0.00011724402,0.00054611184,0.00008823686,0.00782329,0.0000040742793,0.00019646893,0.00003639553,0.000037598864],"category_scores_gemma":[0.00023092315,0.000071958704,0.00002800346,0.0009275803,0.0015990387,0.00007358002,0.00010964661,0.00023490039,9.758603e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047282087,0.0001218725,0.7000137,0.000040097046,0.000022220625,2.3394976e-7,0.24346393,2.0687802e-8,0.0000130834915,0.0039577615,0.005697875,0.046621937],"study_design_scores_gemma":[0.0014612955,0.0016805169,0.71804273,0.00009249721,0.000012753853,5.754143e-7,0.27143666,0.0000014577806,7.901727e-7,0.0004507371,0.0067623253,0.00005765378],"about_ca_topic_score_codex":0.010337705,"about_ca_topic_score_gemma":0.005267176,"teacher_disagreement_score":0.075227745,"about_ca_system_score_codex":0.0002648236,"about_ca_system_score_gemma":0.0008768222,"threshold_uncertainty_score":0.99625254},"labels":[],"label_agreement":null},{"id":"W2048642515","doi":"10.1177/0899764005278034","title":"Nonprofits and the Job Retention of Former Welfare Clients","year":2005,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Legislation; Welfare; Retention Management; Business; Employee retention; Labour economics; Public sector; Public economics; Public relations; Economics; Marketing; Political science; Market economy; Law","score_opus":0.029948143479339464,"score_gpt":0.32099172921084257,"score_spread":0.29104358573150313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048642515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844347,0.0011541686,0.000037229285,0.008439637,0.00047473886,0.0010324487,0.000044688615,0.000054026037,0.0043283654],"genre_scores_gemma":[0.99546766,0.0001381583,0.0001177703,0.0005287274,0.00047830914,0.00012407413,0.000026167221,0.000024259107,0.003094894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981922,0.00024822223,0.0005763819,0.00031062152,0.00024866321,0.00042391726],"domain_scores_gemma":[0.99909663,0.00018603781,0.00023322678,0.0002499688,0.00014160163,0.000092540016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006093278,0.00022326804,0.0003991033,0.00008222593,0.0009888927,0.000012307722,0.00012542542,0.00014995654,0.00032922148],"category_scores_gemma":[0.000018064098,0.00014253505,0.00008823436,0.00012630408,0.00026847215,0.00029090227,0.00006275758,0.0003484157,0.00003877105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006125882,0.000033556546,0.9409244,0.0003181893,0.00013048871,0.0000010754618,0.016850548,6.9578086e-8,0.00022054678,0.0076094302,0.0035851062,0.029714013],"study_design_scores_gemma":[0.0046643307,0.00052918604,0.9694199,0.00015320271,0.00011838021,0.00000287217,0.0072483374,0.0001217632,0.000025680838,0.0009362208,0.016553452,0.00022670686],"about_ca_topic_score_codex":0.0012663762,"about_ca_topic_score_gemma":0.0019067968,"teacher_disagreement_score":0.029487304,"about_ca_system_score_codex":0.000033288656,"about_ca_system_score_gemma":0.000022874417,"threshold_uncertainty_score":0.7605863},"labels":[],"label_agreement":null},{"id":"W2049394335","doi":"10.1080/10615800008248342","title":"Hospital downsizing, individual resources, and occupational stressors in nurses","year":2000,"lang":"en","type":"article","venue":"Anxiety Stress & Coping","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"York University","keywords":"Stressor; Coping (psychology); Workload; Psychology; Distress; Job satisfaction; Anxiety; Occupational stress; Cynicism; Burnout; Nursing; Clinical psychology; Medicine; Social psychology; Psychiatry; Management","score_opus":0.0318108725970264,"score_gpt":0.3652756155628985,"score_spread":0.3334647429658721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049394335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98813146,0.00140377,0.0000012335727,0.0018520245,0.00026514346,0.00043855462,0.00011248902,0.00008666946,0.007708666],"genre_scores_gemma":[0.9958927,0.0014556816,0.00007761936,0.00058120524,0.00030051856,0.000094892974,0.00008178573,0.000019892568,0.0014956938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983499,0.00015917564,0.00038854236,0.00033182968,0.00028079454,0.0004897502],"domain_scores_gemma":[0.99938947,0.00021817992,0.000103000275,0.00016067878,0.000049608872,0.00007905971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018358068,0.00018405782,0.00025581682,0.00008470671,0.00070527435,0.00002447712,0.00014204542,0.00013744413,0.0007093397],"category_scores_gemma":[0.00005532099,0.000171378,0.000039191287,0.0001701693,0.00010407658,0.0001904158,0.000116460214,0.0003804508,0.00004603583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003315482,0.00004891638,0.95874316,0.00007465063,0.000029067467,0.0000035359558,0.0150838,0.000010459823,0.0000021295732,0.0002588044,0.0071541225,0.01855818],"study_design_scores_gemma":[0.0008710239,0.000047883244,0.92648476,0.00060521264,0.000016829006,4.2191175e-7,0.0041794353,0.000013032709,0.000010607291,0.00013007665,0.067439206,0.00020149667],"about_ca_topic_score_codex":0.0013148286,"about_ca_topic_score_gemma":0.0014251936,"teacher_disagreement_score":0.06028508,"about_ca_system_score_codex":0.000048222002,"about_ca_system_score_gemma":0.000054145683,"threshold_uncertainty_score":0.77667725},"labels":[],"label_agreement":null},{"id":"W2049691098","doi":"10.1016/j.ehb.2011.08.006","title":"Mental health and employment: The SAD story","year":2011,"lang":"en","type":"article","venue":"Economics & Human Biology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Unemployment; Index (typography); Quarter (Canadian coin); Darkness; Mental health; Demography; Quality of life (healthcare); Psychology; Gerontology; Medicine; Psychiatry; Economics; Geography; Sociology","score_opus":0.11785715951508298,"score_gpt":0.3914584267953056,"score_spread":0.27360126728022266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049691098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96710896,0.0015589985,0.0000030270323,0.010284292,0.00080726366,0.00048253368,0.000033451524,0.000051763043,0.01966969],"genre_scores_gemma":[0.9854478,0.0015140084,0.00003577077,0.008486058,0.00031699883,0.000093243936,0.000051206527,0.000021276895,0.0040336354],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876606,0.00031429372,0.00030172672,0.00022754796,0.000012373749,0.0003780151],"domain_scores_gemma":[0.9994212,0.000092635,0.00018701526,0.00020163678,0.000013112979,0.000084398984],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00050321885,0.000122022815,0.00023037815,0.00004351789,0.0019533702,0.0000028414609,0.00014592557,0.00008374692,0.0004460527],"category_scores_gemma":[0.000009151782,0.00008665823,0.000028949946,0.000015080556,0.00024870064,0.000039792798,0.00022718222,0.00026679743,0.00014147487],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004334202,0.000043034455,0.6600072,0.000023055021,0.00012342045,2.417454e-7,0.049233094,1.9069358e-8,0.00003648566,0.2364589,0.04944337,0.0045878347],"study_design_scores_gemma":[0.0008363757,0.00054206577,0.23824263,0.000019408715,0.000008310156,0.000001257238,0.0051725,0.0000011552447,0.000007590714,0.020400124,0.734582,0.00018655862],"about_ca_topic_score_codex":0.0006150006,"about_ca_topic_score_gemma":0.002359879,"teacher_disagreement_score":0.68513864,"about_ca_system_score_codex":0.00010852484,"about_ca_system_score_gemma":0.0000656589,"threshold_uncertainty_score":0.99934596},"labels":[],"label_agreement":null},{"id":"W2050034286","doi":"10.1136/bmj.f5270","title":"Adolescents and young adults who are not in employment, education, or training","year":2013,"lang":"en","type":"editorial","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health","funders":"","keywords":"Unemployment; Disadvantaged; Mental health; European union; Productivity; Welfare; Population; Youth unemployment; Depression (economics); Gross domestic product; Medicine; Economic cost; Demographic economics; Psychology; Demography; Gerontology; Psychiatry; Economic growth; Economics; Environmental health; Economic policy; Sociology","score_opus":0.06075654362351162,"score_gpt":0.42443773069858604,"score_spread":0.3636811870750744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050034286","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019362023,0.00069792947,0.0000012780278,0.0037467508,0.9681103,0.003078437,0.00017222518,0.00010707522,0.0047239508],"genre_scores_gemma":[0.010220787,0.0013945358,0.000045566117,0.00074983016,0.88563603,0.0021524767,0.00025369183,0.00010878098,0.09943827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970828,0.00033370056,0.000885778,0.0005449247,0.000521273,0.0006314793],"domain_scores_gemma":[0.9980384,0.00041757664,0.0006433718,0.0003394446,0.0004181229,0.00014305286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005640569,0.00037896933,0.00073385664,0.00020990339,0.0005177619,0.000026890344,0.00022378974,0.0008085256,0.00018751131],"category_scores_gemma":[0.001711655,0.00030542098,0.00005272128,0.0001540492,0.000058324113,0.00014131224,0.00024964608,0.0012729535,0.00016560381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016690277,0.00006540856,0.113143764,0.000996782,0.000029064853,0.0000039166616,0.009957778,2.73844e-8,2.6997262e-7,0.000012914544,0.87236404,0.0032591023],"study_design_scores_gemma":[0.0015079057,0.000056299163,0.14090501,0.015433614,0.00003302066,3.2173293e-7,0.008038784,0.0000014525488,1.7724166e-7,0.000043801516,0.83362687,0.00035275117],"about_ca_topic_score_codex":0.003459968,"about_ca_topic_score_gemma":0.012045703,"teacher_disagreement_score":0.09471432,"about_ca_system_score_codex":0.00022695895,"about_ca_system_score_gemma":0.0011927385,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W2051537126","doi":"10.1007/s12062-012-9073-9","title":"Migrant Live-in Caregivers Providing Care to Canadian Older Adults: An Exploratory Study of Workers’ Life and Job Satisfaction","year":2012,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Job satisfaction; Nursing; Empowerment; Psychology; Residence; Medicine; Gerontology; Social psychology; Political science; Sociology","score_opus":0.04489030164772487,"score_gpt":0.3598509158557123,"score_spread":0.3149606142079875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051537126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795264,0.00051096705,0.000011532145,0.00036341563,0.0005444161,0.0005738836,0.0000025253853,0.0000076182628,0.000032987526],"genre_scores_gemma":[0.9995054,0.00001238844,0.00009771312,0.000097909215,0.00024723256,0.000012293697,0.0000022066802,0.000013695626,0.000011134243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985476,0.000327021,0.00055531494,0.000093489274,0.0002171587,0.00025942345],"domain_scores_gemma":[0.9989299,0.000064444015,0.00037473664,0.00008017438,0.00023956702,0.0003111687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004995322,0.00009811683,0.00024281188,0.00041721095,0.00036185313,0.0000074077193,0.00004620708,0.000064229804,0.000022809161],"category_scores_gemma":[0.00017442388,0.00008688992,0.000027843984,0.00016354077,0.000006732288,0.0005687119,0.000025552532,0.00024814164,0.000001753949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004153037,0.000012251242,0.6719728,0.00005669102,0.00001508388,0.0000055079904,0.32546794,0.000047126498,0.000009632854,0.0000036794893,0.00012585986,0.00224185],"study_design_scores_gemma":[0.0005891903,0.00010226566,0.6034532,0.0004395692,0.000017818053,3.830629e-7,0.39527833,0.0000039802835,4.4760577e-7,0.0000019648842,0.000061870174,0.00005093756],"about_ca_topic_score_codex":0.21881908,"about_ca_topic_score_gemma":0.7748015,"teacher_disagreement_score":0.5559824,"about_ca_system_score_codex":0.0004084603,"about_ca_system_score_gemma":0.00010019247,"threshold_uncertainty_score":0.78638285},"labels":[],"label_agreement":null},{"id":"W2051617591","doi":"10.1111/jch.12455","title":"Psychological Distress and the Development of Hypertension Over 5 Years in Black South Africans","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Hypertension","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"North-West University; Roche Diagnostics; South Africa Netherlands research Programme on Alternatives in Development; South African Medical Research Council; Population Health Research Institute","keywords":"Medicine; Blood pressure; Psychological distress; Distress; Alcohol intake; Hazard ratio; Alcohol; Internal medicine; Psychiatry; Mental health; Clinical psychology; Confidence interval","score_opus":0.20804657159343637,"score_gpt":0.4583373545187542,"score_spread":0.2502907829253178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051617591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949373,0.00016659606,0.00010696416,0.0033090569,0.000618962,0.0001881858,0.0000013022519,0.0000062325644,0.00066537544],"genre_scores_gemma":[0.9974672,0.00029474514,0.0006148136,0.0012226338,0.00030033567,0.0000025580855,8.3742464e-7,0.000010761697,0.00008609811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961796,0.0010047177,0.0020390102,0.00017568048,0.00036676045,0.00023423234],"domain_scores_gemma":[0.99536306,0.0029446827,0.0011413859,0.0001832961,0.00025546202,0.00011208877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004559637,0.00012382286,0.00089946477,0.00007590998,0.00015760199,0.0000038480125,0.00016714653,0.00020170546,0.000037341142],"category_scores_gemma":[0.0030293176,0.000061332845,0.00016390422,0.000121258,0.0003907153,0.000051797986,0.00016807015,0.00079003867,0.00001179513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032405797,0.0006021088,0.9213705,0.000073859315,0.000108078,0.000039279228,0.006593579,0.0000064144256,0.0001843747,0.0008732565,0.0054054554,0.06150251],"study_design_scores_gemma":[0.0067363307,0.00024678608,0.98539597,0.00039285354,0.000051427436,0.000005704278,0.0013941796,0.00013737248,0.0000027641834,0.0009203037,0.004633591,0.000082720886],"about_ca_topic_score_codex":0.000014584635,"about_ca_topic_score_gemma":0.00003780125,"teacher_disagreement_score":0.06402546,"about_ca_system_score_codex":0.000015225284,"about_ca_system_score_gemma":0.0000437093,"threshold_uncertainty_score":0.3626595},"labels":[],"label_agreement":null},{"id":"W2051784746","doi":"10.1002/j.2161-0045.2011.tb00063.x","title":"Educated Immigrant Women Workers Doing Well With Change: Helping and Hindering Factors","year":2011,"lang":"en","type":"article","venue":"The Career Development Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Government (linguistics); Work (physics); Personal development; Psychology; Adaptation (eye); Action (physics); Well-being; Social psychology; Public relations; Political science","score_opus":0.09042683990602873,"score_gpt":0.3031095474032188,"score_spread":0.2126827074971901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051784746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937308,0.00022868183,0.000069990296,0.00057025836,0.00047208587,0.0007511173,0.0000018341926,0.00014773199,0.0040275026],"genre_scores_gemma":[0.9969575,0.000022940545,0.0003055403,0.00033339803,0.00011893314,0.00050329335,0.000008165852,0.000039181075,0.0017110842],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982604,0.00013659602,0.00033948885,0.00028830115,0.00020910677,0.0007661573],"domain_scores_gemma":[0.9992823,0.000119508135,0.00014655746,0.00022467168,0.00008945507,0.0001375364],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003993384,0.0002824974,0.000287099,0.00010291385,0.0013215414,0.000019818264,0.00018431548,0.00007762369,0.00013525579],"category_scores_gemma":[0.000003719097,0.00016183854,0.000024514753,0.0001754776,0.000087166525,0.00016568863,0.00006274638,0.00026445978,0.000059730577],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005654477,0.000014859738,0.35395813,0.000055899283,0.00012696043,0.000002456029,0.63657594,3.82796e-8,0.000026829197,0.000027541671,0.00021562769,0.008939195],"study_design_scores_gemma":[0.0005982372,0.00025691857,0.612473,0.00034446904,0.000024778548,0.0000015492407,0.36541414,0.000001061638,0.00008578454,0.00003735809,0.020442173,0.00032050148],"about_ca_topic_score_codex":0.0018398545,"about_ca_topic_score_gemma":0.001710946,"teacher_disagreement_score":0.2711618,"about_ca_system_score_codex":0.00026468077,"about_ca_system_score_gemma":0.00016219165,"threshold_uncertainty_score":0.9999786},"labels":[],"label_agreement":null},{"id":"W2052405600","doi":"10.7202/051255ar","title":"The Production of Flexible Attitudes in the Canadian Pulp and Paper Industry","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Production (economics); Rest (music); Business; Economic security; Product (mathematics); Economics; Public economics; Labour economics; Marketing; Economic growth; Microeconomics","score_opus":0.06935968058282423,"score_gpt":0.3725017923676955,"score_spread":0.30314211178487127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052405600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81396174,0.0015479857,7.3725175e-7,0.14788559,0.0002532561,0.0006068148,0.000005635565,0.000018263247,0.03571999],"genre_scores_gemma":[0.9812285,0.00017366825,0.000015805474,0.00026851057,0.00025032155,0.00009463141,0.0000038145108,0.0000061335045,0.01795863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990607,0.00019663443,0.0002736763,0.00010983086,0.00012593843,0.00023323773],"domain_scores_gemma":[0.99915415,0.00046107158,0.00008283307,0.00019243191,0.00007079188,0.000038734557],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00070689636,0.00007178488,0.000080409125,0.000083943,0.0019652878,0.00001086487,0.00010288235,0.000303589,0.00012726359],"category_scores_gemma":[0.0003702858,0.00004164906,0.000014707757,0.00032910996,0.00014645442,0.00012189332,0.000031727086,0.001010166,0.000024948804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004386427,0.000019202136,0.9041118,0.0000023947944,0.00002082519,2.9609114e-7,0.0067388625,0.000053187097,0.000004720449,0.029155917,0.05077915,0.0091092745],"study_design_scores_gemma":[0.00010119135,0.000011141383,0.6330155,0.00006470343,0.000011832862,7.256956e-7,0.008739417,0.0000032033886,0.000010330188,0.00030892977,0.357685,0.000048009155],"about_ca_topic_score_codex":0.028179897,"about_ca_topic_score_gemma":0.37429628,"teacher_disagreement_score":0.3461164,"about_ca_system_score_codex":0.00010065671,"about_ca_system_score_gemma":0.00033066672,"threshold_uncertainty_score":0.99933404},"labels":[],"label_agreement":null},{"id":"W2052466293","doi":"10.1080/10920277.2001.10595992","title":"“Including Homemakers in Social Security,” Robert L. Brown, Robin Damm, and Ishmael Sharara, October 2000","year":2001,"lang":"en","type":"article","venue":"North American Actuarial Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Art; Art history","score_opus":0.04224962607739412,"score_gpt":0.37301543780479984,"score_spread":0.3307658117274057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052466293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826939,0.00023203505,0.00005865807,0.006846315,0.0009707007,0.00039587414,0.000021173824,0.000065060405,0.0087162675],"genre_scores_gemma":[0.9911407,0.0011071346,0.00010306104,0.0025095402,0.0038320213,0.000027588692,0.000016487596,0.000049538394,0.0012139254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966373,0.0005148481,0.0008785586,0.00038099903,0.00046555814,0.0011227754],"domain_scores_gemma":[0.9984614,0.00029675683,0.0006191384,0.00015331879,0.0001531978,0.00031617124],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00067667617,0.00034464253,0.0007300253,0.00033542974,0.0021291878,0.00007197533,0.00025768872,0.00012775997,0.00073691335],"category_scores_gemma":[0.0001868961,0.00030450514,0.00013698816,0.00073090434,0.00031253026,0.00039379793,0.0002661559,0.0016810428,0.00006351125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004209497,0.000087002634,0.9375218,0.00001925059,0.000097587275,0.0001236273,0.0130073195,0.00000720247,0.00003463736,0.00008263227,0.025595976,0.023001974],"study_design_scores_gemma":[0.0029568905,0.00021804046,0.9010156,0.000109369976,0.00006137801,0.000056045523,0.005415732,0.000033133238,0.0000020567247,0.0003887288,0.089282975,0.00046008045],"about_ca_topic_score_codex":0.0027258296,"about_ca_topic_score_gemma":0.011389206,"teacher_disagreement_score":0.063687004,"about_ca_system_score_codex":0.00044956815,"about_ca_system_score_gemma":0.00047164471,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W2052672919","doi":"10.1016/s0840-4704(10)60790-9","title":"Program Budgeting and Marginal Analysis: <i>A Priority-Setting Framework for Canadian Regional Health Authorities</i>","year":2000,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Chinook Regional Hospital; University of Calgary","funders":"","keywords":"Resource allocation; Business; Resource (disambiguation); Health care rationing; Health care; Economics; Economic growth; Computer science; Management","score_opus":0.04099069837709702,"score_gpt":0.41192604675313654,"score_spread":0.37093534837603953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052672919","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02141645,0.0059229825,0.0019495555,0.94099337,0.0009600668,0.011667439,0.00027879144,0.000838102,0.015973216],"genre_scores_gemma":[0.6805857,0.009198953,0.10687803,0.15712775,0.0020789562,0.009517214,0.0013975155,0.00027062258,0.032945246],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995493,0.00040121598,0.00087911205,0.0007078006,0.00037977035,0.0021391222],"domain_scores_gemma":[0.9981942,0.0003034659,0.00027683796,0.00039989117,0.00015174721,0.00067384593],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015845419,0.00033612526,0.0006092738,0.00048410386,0.0052251783,0.00005450414,0.00022072715,0.0002240174,0.00020504039],"category_scores_gemma":[0.000040260238,0.00033871506,0.00017627377,0.00080658053,0.000084211926,0.00012895717,0.00012620258,0.00065770495,0.00003138086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009100903,0.00005278921,0.28009567,0.0022674438,0.0005645272,0.00000998946,0.003121679,0.000004072664,2.0816078e-8,0.16127694,0.081201024,0.47131485],"study_design_scores_gemma":[0.0006174858,0.00027716893,0.12655918,0.0005331466,0.00018102053,9.41005e-7,0.014414779,0.00016991835,4.6812197e-8,0.009979499,0.8469409,0.00032594238],"about_ca_topic_score_codex":0.084034584,"about_ca_topic_score_gemma":0.29626396,"teacher_disagreement_score":0.78386563,"about_ca_system_score_codex":0.0005425794,"about_ca_system_score_gemma":0.0003637086,"threshold_uncertainty_score":0.9999065},"labels":[],"label_agreement":null},{"id":"W2052793917","doi":"10.1111/spol.12010","title":"Comparing Formal Unemployment Compensation Systems in 15<scp>OECD C</scp>ountries","year":2013,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Unemployment; Redundancy (engineering); Welfare state; Welfare; Economics; Argument (complex analysis); Compensation (psychology); Labour economics; Political science; Economic growth; Market economy; Law; Psychology; Engineering; Medicine","score_opus":0.08139810700139073,"score_gpt":0.4017012616783611,"score_spread":0.3203031546769704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052793917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97644365,0.00011302581,0.00003961655,0.0049978727,0.000264911,0.00087700185,0.000011292377,0.000070413116,0.01718224],"genre_scores_gemma":[0.9964116,0.000044479384,0.000010575874,0.00044670803,0.0013447747,0.0002400945,0.000063453954,0.000011928942,0.0014263621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985001,0.00020199896,0.0005190282,0.0001609477,0.00017814767,0.0004397824],"domain_scores_gemma":[0.99933004,0.00024279651,0.00021982266,0.000064495856,0.00007744469,0.000065394284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033824006,0.00014239362,0.0002516087,0.00010761646,0.0011969983,0.000062680025,0.000056386827,0.00014544706,0.000017401904],"category_scores_gemma":[0.0001269228,0.00013435517,0.000030058376,0.00011652179,0.000085393265,0.00039168715,0.00006288969,0.00021682282,0.000092479626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025944659,0.0000985213,0.61218315,0.00039969457,0.000046525824,0.0000018525845,0.025936155,0.000008615887,0.00022383229,0.34684613,0.0127139045,0.0015156771],"study_design_scores_gemma":[0.0011447755,0.00014017368,0.9488316,0.00010103163,0.00001702318,9.73396e-7,0.018289149,0.00034650025,0.000043480348,0.005266532,0.025703376,0.00011538256],"about_ca_topic_score_codex":0.0052631632,"about_ca_topic_score_gemma":0.0018635233,"teacher_disagreement_score":0.34157962,"about_ca_system_score_codex":0.00013824322,"about_ca_system_score_gemma":0.00018284791,"threshold_uncertainty_score":0.9206464},"labels":[],"label_agreement":null},{"id":"W2053060485","doi":"10.1177/1054773810372482","title":"Commentary by Fredericks","year":2010,"lang":"en","type":"article","venue":"Clinical Nursing Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychology; Medicine","score_opus":0.28822957378061975,"score_gpt":0.6485946943810014,"score_spread":0.3603651206003816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053060485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63324183,0.0001984966,0.000032529315,0.2812335,0.0036196015,0.000995201,0.000019252962,0.00013830033,0.080521315],"genre_scores_gemma":[0.9730313,0.00021207001,0.0004162597,0.010407709,0.0031764526,0.00022772935,0.00006215307,0.000051821255,0.012414505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623847,0.0013828429,0.0006286227,0.00035480846,0.00050860783,0.0008866195],"domain_scores_gemma":[0.9931754,0.0057163234,0.00006745996,0.00045303322,0.00029849395,0.00028931917],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0056197345,0.00010580613,0.00026735658,0.00007407134,0.002100656,0.000016256537,0.00036463642,0.00031091474,0.001008054],"category_scores_gemma":[0.001758026,0.000086198896,0.0000867262,0.00024555885,0.0011674433,0.00006817105,0.00021671949,0.00443252,0.0008273615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004663133,0.00026226588,0.24898411,0.000011837317,0.000010906305,0.0000019055192,0.00053524383,3.2739758e-9,0.00031019794,0.0007504786,0.72040856,0.028677862],"study_design_scores_gemma":[0.0011426389,0.00032477966,0.11490019,0.00034698815,0.000009177185,3.7603436e-7,0.0032482005,0.000012066489,0.000030745527,0.016597064,0.86323494,0.00015283545],"about_ca_topic_score_codex":0.00024766044,"about_ca_topic_score_gemma":0.00009453882,"teacher_disagreement_score":0.33978948,"about_ca_system_score_codex":0.00007657129,"about_ca_system_score_gemma":0.00009578008,"threshold_uncertainty_score":0.9999506},"labels":[],"label_agreement":null},{"id":"W2054283046","doi":"10.7202/050676ar","title":"A Sectoral Study of Part-Time Workers Covered by Collective Agreements: Why do Employers Hire Them?","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Flexibility (engineering); Unavailability; Business; Working time; Labour economics; Part-time employment; Work (physics); Health care; Exploratory research; Productivity; Marketing; Economics; Economic growth; Management; Political science; Sociology; Tourism; Engineering","score_opus":0.06791465686146023,"score_gpt":0.3523075037165019,"score_spread":0.2843928468550416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054283046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96083766,0.00027362566,0.000030696345,0.003292907,0.00022835351,0.0017786212,0.00014440354,0.00011169809,0.033302043],"genre_scores_gemma":[0.936347,0.000032216118,0.000043047236,0.00016879724,0.00019544459,0.00023457916,0.00005087775,0.000032090793,0.06289591],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977451,0.00047132876,0.0006946254,0.00031064978,0.00036796494,0.000410329],"domain_scores_gemma":[0.9983686,0.00062756636,0.00037558112,0.00031465798,0.00021972264,0.00009386885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031859055,0.00022843094,0.00036893875,0.00013007484,0.0012999035,0.000011704728,0.00017722657,0.00029851144,0.003080315],"category_scores_gemma":[0.00019834728,0.00020260447,0.00007189848,0.0007436333,0.0000997336,0.00019287695,0.00013555119,0.0006357976,0.00036112237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053742977,0.00037644195,0.49710897,0.0000020954424,0.0002593136,5.180858e-7,0.010608051,0.00009249991,0.000009965774,0.000052372983,0.49078083,0.0006552232],"study_design_scores_gemma":[0.00998365,0.0011048801,0.10231319,0.00063403783,0.0005020533,7.565723e-7,0.19800892,0.00012142573,0.00009148104,0.00044274863,0.6859383,0.00085854164],"about_ca_topic_score_codex":0.00047200065,"about_ca_topic_score_gemma":0.0002412015,"teacher_disagreement_score":0.39479578,"about_ca_system_score_codex":0.0003803217,"about_ca_system_score_gemma":0.0003106138,"threshold_uncertainty_score":0.99979377},"labels":[],"label_agreement":null},{"id":"W2055071004","doi":"10.1016/j.socscimed.2005.12.017","title":"The “Americanisation” of migrants: Evidence for the contribution of ethnicity, social deprivation, lifestyle and life-course processes to the mid-20th century Coronary Heart Disease epidemic in the US","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"European Science Foundation; US-UK Fulbright Commission","keywords":"Demography; Immigration; Population; Census; Ethnic group; Medicine; Gerontology; Geography; Sociology","score_opus":0.06280494563398971,"score_gpt":0.44047399676491955,"score_spread":0.37766905113092986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055071004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6704981,0.004977276,0.00020119075,0.32246876,0.00022771714,0.0015608051,0.00001818738,0.0000093700655,0.000038613223],"genre_scores_gemma":[0.9930569,0.0005261854,0.0000033616418,0.005326239,0.00078114413,0.00027828212,0.0000046255927,0.000004674157,0.000018595403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795026,0.00039095365,0.0004838526,0.00018220276,0.0006403272,0.00035238362],"domain_scores_gemma":[0.99387115,0.00496595,0.00035201936,0.00014569299,0.0006172225,0.000047968548],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005161945,0.000098719225,0.0002179556,0.000031980526,0.0037328855,0.000008015887,0.00044743944,0.00003788397,0.0000051818947],"category_scores_gemma":[0.009074526,0.00004094017,0.000034341563,0.00092655385,0.0024043727,0.0001247145,0.0000923007,0.00018091842,6.050091e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018124028,0.00004838232,0.93886703,0.00006553337,0.000010104642,1.4328178e-7,0.036232628,0.000005634498,0.00029086726,0.0061007356,0.016670713,0.0015269826],"study_design_scores_gemma":[0.0003945886,0.00007214338,0.97549385,0.00016453935,0.00007390251,1.2889015e-7,0.015212363,0.000014066095,0.000008067719,0.0033489037,0.005170056,0.000047391924],"about_ca_topic_score_codex":0.0035226154,"about_ca_topic_score_gemma":0.0028674025,"teacher_disagreement_score":0.3225588,"about_ca_system_score_codex":0.000064863045,"about_ca_system_score_gemma":0.0007253345,"threshold_uncertainty_score":0.99927247},"labels":[],"label_agreement":null},{"id":"W2055773510","doi":"10.1016/j.socscimed.2010.02.008","title":"Temporary work and depressive symptoms: A propensity score analysis","year":2010,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":126,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Brandon University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Propensity score matching; Temporary work; Medicine; Cohort; Cohort study; Demography; Population; Mental health; Work (physics); Psychology; Gerontology; Psychiatry; Environmental health; Surgery; Sociology","score_opus":0.06922590902972665,"score_gpt":0.4083838287950012,"score_spread":0.33915791976527454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055773510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97562546,0.00011821099,0.000017210608,0.010107115,0.00058507075,0.00038599822,0.00000237282,0.000064427964,0.01309415],"genre_scores_gemma":[0.9973096,0.000012866053,0.0000014806126,0.0009878931,0.0007954784,0.000038233786,0.0000039997594,0.000005758462,0.0008446643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983626,0.00009411192,0.00025863588,0.0003442639,0.0005019123,0.00043846344],"domain_scores_gemma":[0.9990887,0.00014451134,0.00017172407,0.00016756452,0.0002533154,0.00017418375],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012809149,0.00011830594,0.00035703272,0.00018604964,0.002891884,0.00000949211,0.00023112206,0.00009321824,0.0002627636],"category_scores_gemma":[0.0005297138,0.00007548897,0.00003774632,0.0019505655,0.0022579872,0.00017812241,0.00020790665,0.0004939692,0.0000058046526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012817188,0.000010079829,0.98098624,0.000011055549,0.00004554618,0.0000032983473,0.012088153,1.707496e-8,0.00052073447,0.0013970479,0.0025949194,0.0023301158],"study_design_scores_gemma":[0.00038086285,0.000031121683,0.99599123,0.000045215813,0.00017824749,1.6677689e-7,0.00041369724,0.0000016659194,0.000010562663,0.00059816707,0.0022578028,0.00009125495],"about_ca_topic_score_codex":0.000724012,"about_ca_topic_score_gemma":0.0006159036,"teacher_disagreement_score":0.021684183,"about_ca_system_score_codex":0.000037259837,"about_ca_system_score_gemma":0.00019433213,"threshold_uncertainty_score":0.99840623},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2056075080","doi":"10.7202/050809ar","title":"Pay Knowledge and Referents in a Tiered-Employment Setting","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wage; Differential (mechanical device); Psychology; Business; Differential effects; Social psychology; Labour economics; Economics","score_opus":0.07020455992053604,"score_gpt":0.39221526445247695,"score_spread":0.3220107045319409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056075080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8894508,0.0016598832,0.00004107812,0.02064656,0.00023525914,0.00065906416,0.000015895666,0.00011352042,0.08717797],"genre_scores_gemma":[0.9577532,0.00027873585,0.00017089561,0.00014711003,0.00027412066,0.00011118445,0.000020467613,0.000017316206,0.04122701],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987088,0.0002066072,0.00043938681,0.00020896303,0.00010301193,0.00033325847],"domain_scores_gemma":[0.99922174,0.00040281506,0.00010062112,0.00014836642,0.00005632862,0.00007014246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036119964,0.000130911,0.00016862653,0.00017172383,0.00070367695,0.0000067389665,0.000067977104,0.00025145413,0.00030361448],"category_scores_gemma":[0.00016087884,0.000100695215,0.000022168286,0.00026191666,0.00004392481,0.00012617187,0.0001486037,0.00075287663,0.0003055025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008490897,0.0000738105,0.8851395,0.0000048530515,0.000024651963,0.0000011579297,0.008042398,0.000021693702,0.000008872701,0.0035862587,0.047529273,0.05555904],"study_design_scores_gemma":[0.000982371,0.000026420872,0.27813613,0.0002797283,0.000019568646,6.288093e-7,0.0033322172,0.00017967842,0.000015648238,0.0004459885,0.71641964,0.00016195087],"about_ca_topic_score_codex":0.0001140009,"about_ca_topic_score_gemma":0.00069399056,"teacher_disagreement_score":0.6688904,"about_ca_system_score_codex":0.00017783167,"about_ca_system_score_gemma":0.00013228305,"threshold_uncertainty_score":0.5412186},"labels":[],"label_agreement":null},{"id":"W2056347257","doi":"10.1111/j.1564-9148.2012.00136.x","title":"Calidad del empleo asalariado en Quebec y el Reino Unido entre 1998 y 2008 según género y situación familiar","year":2012,"lang":"es","type":"article","venue":"Revista Internacional del Trabajo","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03186547100908698,"score_gpt":0.36195644436136215,"score_spread":0.33009097335227516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056347257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391498,0.024967466,0.001568374,0.014951136,0.0045357114,0.002393877,0.0019716693,0.00050194067,0.009960004],"genre_scores_gemma":[0.94859105,0.006224292,0.0003412762,0.0025109174,0.0048746495,0.00017875533,0.0006349103,0.00023837863,0.036405783],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904779,0.002148971,0.002485539,0.0011351313,0.001325047,0.0024273877],"domain_scores_gemma":[0.9947468,0.0017531697,0.0009484594,0.0011031812,0.00044476378,0.0010036479],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002013156,0.0013029835,0.0017789224,0.0004320082,0.001341579,0.0001908107,0.0011115745,0.0009720324,0.0016577255],"category_scores_gemma":[0.0006849239,0.0011674308,0.000980966,0.0005030187,0.00037908443,0.0008284817,0.0009415076,0.0022968096,0.005571865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048269657,0.0011233274,0.6049849,0.0022503885,0.0015030361,0.00013267664,0.009873463,0.0000074923887,0.0011981538,0.19607046,0.17763792,0.004735483],"study_design_scores_gemma":[0.0019251738,0.00024066473,0.28310904,0.0041278037,0.0006684233,0.000045225905,0.0033621371,0.00014610658,0.00011258872,0.00038535625,0.7044419,0.0014355686],"about_ca_topic_score_codex":0.012553512,"about_ca_topic_score_gemma":0.002257681,"teacher_disagreement_score":0.526804,"about_ca_system_score_codex":0.0011967781,"about_ca_system_score_gemma":0.0005642375,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W2056686870","doi":"10.1016/j.socscimed.2006.01.004","title":"Community unemployment and immigrants’ health in Montreal","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Université de Montréal","funders":"","keywords":"Immigration; Unemployment; Neighbourhood (mathematics); Community health; Mental health; Public health; Gerontology; Demography; Medicine; Geography; Sociology; Economic growth; Economics; Psychiatry","score_opus":0.06010766346376489,"score_gpt":0.4302379881079742,"score_spread":0.3701303246442093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056686870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89626914,0.00045785433,0.0000067323235,0.071062595,0.0002680806,0.00039355073,0.000004758373,0.000042082083,0.0314952],"genre_scores_gemma":[0.99556625,0.000105277635,0.0000030639735,0.0027989936,0.00039433208,0.000029663996,0.0000066406187,0.0000054803695,0.0010902702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810374,0.00040237684,0.00038746122,0.00016985762,0.00034685232,0.00058971165],"domain_scores_gemma":[0.9994358,0.00015230084,0.00012969163,0.00011394164,0.00007140155,0.0000968575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030699505,0.00010578648,0.00030563746,0.00012870731,0.0034161569,0.0000039507104,0.00017822911,0.00004698215,0.000050654526],"category_scores_gemma":[0.00011088338,0.00007727488,0.000014381647,0.00060517923,0.0011871614,0.00009147651,0.00012258095,0.00046138608,0.0000067547735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001592579,0.00006869525,0.870806,0.000039520113,0.0000023624063,0.0000013535512,0.0745354,1.3566674e-7,0.00012694918,0.0061479243,0.03169178,0.016563987],"study_design_scores_gemma":[0.0010046025,0.00010657893,0.9707144,0.00012438829,0.000003633432,1.9164278e-7,0.0150736645,0.0000036012366,0.0000014959102,0.008159161,0.0047401153,0.00006818698],"about_ca_topic_score_codex":0.26457873,"about_ca_topic_score_gemma":0.116966836,"teacher_disagreement_score":0.1476119,"about_ca_system_score_codex":0.00026579777,"about_ca_system_score_gemma":0.00017910333,"threshold_uncertainty_score":0.99788123},"labels":[],"label_agreement":null},{"id":"W2057242280","doi":"10.1007/s12134-013-0302-8","title":"Tracking the Emotional Cost of Immigration: Ethno-religious Differences and Women’s Mental Health","year":2013,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mental health; Loneliness; Ethnic group; Immigration; Psychology; Feeling; Social psychology; Sociology; Political science; Psychiatry","score_opus":0.035341337154507435,"score_gpt":0.3762604494288289,"score_spread":0.3409191122743215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057242280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83075184,0.00070881273,0.049954936,0.11488275,0.0010227438,0.0009052867,0.00008510807,0.00004002056,0.0016484864],"genre_scores_gemma":[0.9843143,0.0070718457,0.0017358814,0.003830924,0.00058152614,0.00030499056,0.00014656696,0.000026693091,0.0019872666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958257,0.0011455298,0.0017752048,0.00027900585,0.0006665365,0.0003080251],"domain_scores_gemma":[0.99423254,0.0013727933,0.001917865,0.00015512436,0.0021470024,0.00017465875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026917725,0.00031130482,0.0004499273,0.00053086237,0.00051377754,0.00025161428,0.00033384174,0.00019251817,0.0005679719],"category_scores_gemma":[0.0012513687,0.00022530174,0.0001527797,0.00024368285,0.0002714198,0.0013574704,0.000073054136,0.00082390883,0.000009548258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054118515,0.0006494342,0.4847424,0.00015491672,0.00064190855,0.0000036709118,0.1695793,0.00025473806,0.02276029,0.18959491,0.08395886,0.04711839],"study_design_scores_gemma":[0.0024974062,0.0010068441,0.8419019,0.0016318652,0.00004693184,0.00031403004,0.047046106,0.026202926,0.0012419123,0.014171438,0.06347318,0.00046544668],"about_ca_topic_score_codex":0.0022174758,"about_ca_topic_score_gemma":0.006054216,"teacher_disagreement_score":0.3571595,"about_ca_system_score_codex":0.00078320043,"about_ca_system_score_gemma":0.00045888068,"threshold_uncertainty_score":0.91875386},"labels":[],"label_agreement":null},{"id":"W2057641278","doi":"10.1057/sth.2010.3","title":"Contingent work and ill-health: Conceptualizing the links","year":2010,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Reciprocity (cultural anthropology); Work (physics); Casual; CLARITY; Positive economics; Social psychology; Contingency; Psychology; Sociology; Epistemology; Economics; Political science","score_opus":0.07563953947361553,"score_gpt":0.44043420144510725,"score_spread":0.36479466197149174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057641278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5099631,0.0055899653,0.00012721124,0.46523294,0.004489175,0.0022148376,0.000038194088,0.00032336527,0.012021257],"genre_scores_gemma":[0.9391682,0.0005067986,0.00006852974,0.055187047,0.0022538807,0.00012628826,0.000013584254,0.00003881271,0.0026368522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612963,0.0018816161,0.00060359784,0.00027791352,0.00022303038,0.0008841855],"domain_scores_gemma":[0.9976933,0.0012923206,0.0004655473,0.00021186308,0.00013790592,0.00019906311],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005146198,0.00018780498,0.000433129,0.000036396043,0.0072332546,0.000016559086,0.00017920099,0.00026419436,0.00022580498],"category_scores_gemma":[0.00037537058,0.00012860954,0.000074971875,0.0001874152,0.0004915272,0.00005104975,0.0001938028,0.0021060454,0.00006923225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006888627,0.000029433346,0.0394426,0.00014822831,0.0000484667,4.832607e-7,0.1565233,2.272125e-8,0.000009020704,0.6915042,0.048405647,0.06381975],"study_design_scores_gemma":[0.0010338658,0.00013100955,0.12089716,0.00016433695,0.000017451268,4.7826137e-7,0.065153025,6.649755e-7,0.0000016222341,0.049040817,0.76330674,0.0002528162],"about_ca_topic_score_codex":0.000450603,"about_ca_topic_score_gemma":0.0010914162,"teacher_disagreement_score":0.7149011,"about_ca_system_score_codex":0.000104111685,"about_ca_system_score_gemma":0.0004978754,"threshold_uncertainty_score":0.9940592},"labels":[],"label_agreement":null},{"id":"W2058155444","doi":"10.2202/1935-1690.2001","title":"How Much Can Engel's Law and Baumol's Disease Explain the Rise of Service Employment in the United States?","year":2010,"lang":"en","type":"article","venue":"The B E Journal of Macroeconomics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Economics; Engel curve; Income elasticity of demand; Elasticity (physics); Labour economics; Tertiary sector of the economy; Service (business); Macroeconomics; Economy; Aggregate expenditure","score_opus":0.035193618227760695,"score_gpt":0.33308842178395887,"score_spread":0.2978948035561982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058155444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8196721,0.00033807245,0.000003892161,0.17900695,0.0002861303,0.00037064202,0.000051848947,0.000004241624,0.00026613512],"genre_scores_gemma":[0.9893177,0.0011943664,0.000020043082,0.009034455,0.00023531051,0.000019161007,0.0000050054177,0.00001797848,0.00015596907],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982501,0.00069155195,0.0005456498,0.00008583798,0.00013985422,0.00028700076],"domain_scores_gemma":[0.9974439,0.0012930785,0.00063707953,0.0003567591,0.00017248481,0.00009670215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027111396,0.00014950844,0.00025844685,0.00007466542,0.00060731056,0.000028731378,0.0005668048,0.00005234016,0.000031786873],"category_scores_gemma":[0.00008428514,0.00006969846,0.000056927547,0.000121053534,0.0002185494,0.00010654884,0.00018179358,0.00091030874,0.0000029360276],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037439642,0.00075218617,0.47408098,0.0007481909,0.00096711656,0.00006688985,0.35389167,0.0006312873,0.0010282845,0.115576416,0.044908915,0.0036040978],"study_design_scores_gemma":[0.005564194,0.00039344482,0.24348661,0.00037502186,0.0005469156,0.00004644295,0.20642942,0.00087705813,0.0002456715,0.037000872,0.504526,0.00050830765],"about_ca_topic_score_codex":0.0024202329,"about_ca_topic_score_gemma":0.022550097,"teacher_disagreement_score":0.4596171,"about_ca_system_score_codex":0.000049751863,"about_ca_system_score_gemma":0.00011087107,"threshold_uncertainty_score":0.9952858},"labels":[],"label_agreement":null},{"id":"W2058328490","doi":"10.1016/j.ssresearch.2005.09.005","title":"Traversing the flexible turn: US workers’ perceptions of job security, 1977–2002","year":2006,"lang":"en","type":"article","venue":"Social Science Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Job security; Unemployment; Perception; Demographic economics; Vulnerability (computing); Quarter (Canadian coin); Psychology; Social security; Survey data collection; Economics; Social psychology; Labour economics; Work (physics); Economic growth; Geography; Computer security","score_opus":0.15510132048505693,"score_gpt":0.5249730528991668,"score_spread":0.3698717324141099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058328490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65208095,0.00009773712,0.000011697576,0.012889819,0.00021494828,0.00042382936,0.000009252762,0.000033312655,0.33423844],"genre_scores_gemma":[0.98707557,0.00003834566,0.00001669339,0.0000657307,0.00064388843,0.00003976586,0.0000011231624,0.000007446312,0.0121114375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647486,0.0005888657,0.00025858925,0.000244958,0.001412485,0.0010202497],"domain_scores_gemma":[0.99860364,0.00046659884,0.00006509975,0.00018209369,0.0006079387,0.00007461467],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0052494146,0.000079789315,0.0001492965,0.00020298541,0.010230817,0.000039331895,0.00057295314,0.000091899376,0.0007934161],"category_scores_gemma":[0.000216666,0.00005484366,0.00007323309,0.0022210127,0.003024893,0.00018555982,0.00043813404,0.0007734112,0.0001876828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029647561,0.00009795856,0.75009245,0.000067008135,0.000011656007,0.000001757777,0.053253356,0.0000026089044,0.0038299041,0.035697557,0.15448858,0.0024275305],"study_design_scores_gemma":[0.0002508983,0.000049545986,0.89948344,0.00007063919,0.000006589589,2.330198e-7,0.067789055,0.000017261535,0.00008502727,0.013223295,0.018929437,0.0000945983],"about_ca_topic_score_codex":0.008570983,"about_ca_topic_score_gemma":0.0018021334,"teacher_disagreement_score":0.3349946,"about_ca_system_score_codex":0.00030984322,"about_ca_system_score_gemma":0.0006193714,"threshold_uncertainty_score":0.9996883},"labels":[],"label_agreement":null},{"id":"W2058931236","doi":"10.1016/j.geoforum.2009.10.006","title":"Labouring geography: Negotiating scales, strategies and future directions","year":2009,"lang":"en","type":"article","venue":"Geoforum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Agency (philosophy); Negotiation; Sociology; Human geography; Construct (python library); Normative; Politics; Field (mathematics); Scale (ratio); Critical geography; Time geography; Cultural geography; Economic geography; Political economy; Political science; Social science; Historical geography; Economics; Geography; Law; Development geography","score_opus":0.018718069984601914,"score_gpt":0.34172541312616656,"score_spread":0.32300734314156465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058931236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700171,0.011193303,0.00010582835,0.03303015,0.0014134331,0.00047074264,0.000019090807,0.00046275652,0.08328758],"genre_scores_gemma":[0.9938251,0.0024273952,0.00019395194,0.0011289243,0.0011682214,0.00003518332,0.000012014392,0.000012557274,0.0011966536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852884,0.000067743575,0.00020854625,0.00017765483,0.00010398307,0.0009132197],"domain_scores_gemma":[0.9996027,0.00006740458,0.00007585247,0.00012395423,0.00006133621,0.000068800924],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002862621,0.00012586502,0.00015282315,0.00008531139,0.003297894,0.000039050574,0.000056908764,0.000093770366,0.000046991434],"category_scores_gemma":[0.000013343674,0.000105326326,0.000037199185,0.00015443987,0.00003828001,0.00026356278,0.000110838766,0.00029958715,0.000020269428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002186262,0.00005100705,0.7547282,0.00009640121,0.00006725582,0.0000055816513,0.0043201367,0.000010324711,0.00007948767,0.15269108,0.009957498,0.07797119],"study_design_scores_gemma":[0.00022570902,0.000045577082,0.75849855,0.000045461482,0.000010993667,7.9447113e-7,0.018942662,0.000009164894,0.0000012854053,0.0038491343,0.21826304,0.000107596425],"about_ca_topic_score_codex":0.00031022355,"about_ca_topic_score_gemma":0.00033943442,"teacher_disagreement_score":0.20830555,"about_ca_system_score_codex":0.000017962173,"about_ca_system_score_gemma":0.000031043586,"threshold_uncertainty_score":0.99799967},"labels":[],"label_agreement":null},{"id":"W2059280047","doi":"10.1016/j.socscimed.2007.11.013","title":"“You are free to set your own hours”: Governing worker productivity and health through flexibility and resilience","year":2008,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University; Institute for Work & Health","funders":"University of Toronto; University of Pittsburgh","keywords":"Flexibility (engineering); Framing (construction); Psychological resilience; Public relations; Work (physics); Contingency; Productivity; Business; Sociology; Economics; Engineering; Psychology; Management; Political science; Economic growth; Social psychology; Civil engineering","score_opus":0.16432425628581643,"score_gpt":0.4732214860983962,"score_spread":0.3088972298125798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059280047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87614924,0.00088211993,0.00007374076,0.11780421,0.00048717944,0.00067202834,0.000018121233,0.00007380887,0.0038395459],"genre_scores_gemma":[0.99422544,0.00020975777,0.000066877,0.003388543,0.0009884433,0.000034474848,0.0000015966018,0.000008974565,0.0010758903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972687,0.00021739792,0.00033593748,0.0006614374,0.00077327987,0.0007432571],"domain_scores_gemma":[0.99888444,0.00012640396,0.00023988604,0.00029133944,0.00019094351,0.00026699298],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003354667,0.00016537326,0.00041544432,0.000054948527,0.005608744,0.0000073160104,0.00025725493,0.00006572582,0.00003868318],"category_scores_gemma":[0.0020666085,0.000118678734,0.000017399689,0.00083464314,0.0024864478,0.00033173373,0.0004072189,0.00040359946,0.000006559656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002436352,0.00001694275,0.840504,0.000041413186,0.0000032649125,0.0000023580117,0.12608114,1.8109493e-7,0.00007799141,0.00037301716,0.029452471,0.0034228612],"study_design_scores_gemma":[0.00048926444,0.00015723942,0.9707631,0.00024261171,0.0000068752743,0.0000021397861,0.017563395,0.0000012726233,0.000006180395,0.0014190341,0.009227475,0.00012145317],"about_ca_topic_score_codex":0.0034974944,"about_ca_topic_score_gemma":0.0016259166,"teacher_disagreement_score":0.13025905,"about_ca_system_score_codex":0.00028118666,"about_ca_system_score_gemma":0.00041619706,"threshold_uncertainty_score":0.9956858},"labels":[],"label_agreement":null},{"id":"W2059395258","doi":"10.1016/j.respe.2008.03.116","title":"Commentaire sur l’article de G. Menvielle et al. « Évolution temporelle des inégalités sociales de mortalité en France entre 1968 et 1996. Étude en fonction du niveau d’études par cause de décès », RESP 2007;55:97–105","year":2008,"lang":"fr","type":"letter","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Inequality; Health equity; Economic inequality; Social inequality; Social determinants of health; Index (typography); Welfare economics; Demographic economics; Socioeconomic status; Social class; Income distribution; Population; Sociology; Economics; Demography; Health care; Economic growth; Mathematics","score_opus":0.08126493444427797,"score_gpt":0.3815610635244568,"score_spread":0.30029612908017883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059395258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5095114,0.006065204,0.0020084367,0.47584504,0.0009584836,0.0018336709,0.0004602579,0.00046952965,0.0028479472],"genre_scores_gemma":[0.5996747,0.09404418,0.0032024179,0.29477683,0.0027607554,0.0012166138,0.0012702738,0.00026989172,0.002784355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9719711,0.020729404,0.0020270902,0.0014685646,0.00055471476,0.0032491398],"domain_scores_gemma":[0.9877058,0.008906221,0.0013193941,0.001029648,0.0005105582,0.0005283343],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009958545,0.0013565801,0.001850685,0.00042275045,0.0022955958,0.00012472663,0.0010692171,0.0031973724,0.00046862892],"category_scores_gemma":[0.006341945,0.0013629277,0.0007033008,0.0006119126,0.001077254,0.0009931759,0.00094016746,0.005794498,0.00014863671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015999313,0.0004510845,0.559447,0.00082966447,0.0005938435,0.0003833122,0.014172758,0.0002814225,0.00044888482,0.0058021853,0.41656145,0.0008684162],"study_design_scores_gemma":[0.0014978822,0.0002822253,0.56691116,0.001561257,0.00027880433,0.00012640611,0.0029211778,0.00033213312,0.0001722852,0.005238671,0.41961625,0.0010617303],"about_ca_topic_score_codex":0.034881677,"about_ca_topic_score_gemma":0.015650678,"teacher_disagreement_score":0.18106821,"about_ca_system_score_codex":0.006281738,"about_ca_system_score_gemma":0.0054285023,"threshold_uncertainty_score":0.9999185},"labels":[],"label_agreement":null},{"id":"W2060928934","doi":"10.1111/j.1752-1734.2008.01321.x","title":"Madres solas, prestaciones sociales condicionadas y empleo precario: ¿es el momento para una renta mínima en el Canadá?","year":2009,"lang":"es","type":"article","venue":"Revista Internacional de Seguridad Social","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05553089727412548,"score_gpt":0.4336036326270298,"score_spread":0.3780727353529043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060928934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837032,0.0070895976,0.00014621066,0.09696028,0.0015695536,0.002130133,0.0018339809,0.00035735618,0.0062097297],"genre_scores_gemma":[0.9769914,0.0028492007,0.00006637131,0.0031669887,0.006261957,0.00017194824,0.00054900674,0.00013291516,0.009810183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9914287,0.002186829,0.001827822,0.0011182152,0.001454948,0.001983535],"domain_scores_gemma":[0.9963173,0.0010583681,0.0010645573,0.0004876964,0.00055574335,0.0005163263],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014312229,0.0010764181,0.0015361876,0.0003495963,0.0033628978,0.0003214067,0.00106912,0.00091950886,0.0009023751],"category_scores_gemma":[0.0005509767,0.0010728982,0.00078554545,0.00038447935,0.0006171696,0.00044479323,0.0005685861,0.0016469128,0.0002618644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078125356,0.00063788315,0.14600548,0.0011171359,0.0011970749,0.0001251476,0.025458978,0.000002493255,0.0012511031,0.63610476,0.18365797,0.003660701],"study_design_scores_gemma":[0.0020890166,0.00046447467,0.61324507,0.002407027,0.0004860592,0.000012910816,0.0052532223,0.00002575875,0.000104209386,0.014749391,0.35994002,0.0012228364],"about_ca_topic_score_codex":0.009245383,"about_ca_topic_score_gemma":0.0045380085,"teacher_disagreement_score":0.62135535,"about_ca_system_score_codex":0.0024151069,"about_ca_system_score_gemma":0.001953805,"threshold_uncertainty_score":0.99917215},"labels":[],"label_agreement":null},{"id":"W2060933721","doi":"10.1177/103530460201300204","title":"The Social Costs of Unemployment","year":2002,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Prosperity; Economics; Poverty; Social security; Full employment; Development economics; Quarter (Canadian coin); Social inequality; Inequality; Labour economics; Sociology; Economic growth; History","score_opus":0.06131431504803711,"score_gpt":0.3764091471611253,"score_spread":0.3150948321130882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060933721","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15184633,0.47840443,0.000013883425,0.2335567,0.00056974945,0.002089142,0.00005919406,0.000053095737,0.13340746],"genre_scores_gemma":[0.5570007,0.35718942,0.000009745945,0.0023997272,0.00026408152,0.0002282663,0.0000044806684,0.000015964952,0.082887605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911433,0.00024100473,0.0003856031,0.00007695157,0.00003847641,0.00014365003],"domain_scores_gemma":[0.99911964,0.00048175422,0.00020401206,0.00014683678,0.000028346329,0.000019390034],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006005233,0.00006824723,0.00018367781,0.000009936701,0.001853705,0.0000041295784,0.000099833385,0.00003140617,0.0017376321],"category_scores_gemma":[0.000043339212,0.00003527615,0.000050090923,0.000047468544,0.00011490607,0.00003547052,0.00007070596,0.0001542355,0.00072739815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033437357,0.000010132938,0.015044481,0.00026848828,0.00010211234,8.820645e-8,0.0020283896,0.0000022463503,4.20875e-7,0.62986696,0.3196865,0.03298685],"study_design_scores_gemma":[0.0001774446,0.000011342459,0.016396938,0.00045200123,0.000064944004,3.7608663e-7,0.00042850038,0.000046222798,1.30034e-7,0.001726649,0.98064035,0.00005507407],"about_ca_topic_score_codex":0.00008084965,"about_ca_topic_score_gemma":0.00010894295,"teacher_disagreement_score":0.6609539,"about_ca_system_score_codex":0.000083469786,"about_ca_system_score_gemma":0.000022089123,"threshold_uncertainty_score":0.99944574},"labels":[],"label_agreement":null},{"id":"W2061597533","doi":"10.1080/01621424.2010.487037","title":"Intention to Leave the Job Among Live-In Foreign Home Care Workers in Israel","year":2010,"lang":"en","type":"article","venue":"Home Health Care Services Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Medicine; Government (linguistics); Work (physics); Nursing; Care work; Job satisfaction; Psychology; Social psychology","score_opus":0.015758566499258636,"score_gpt":0.350351055800333,"score_spread":0.3345924893010743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061597533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98226315,0.0016169219,0.000008060144,0.008656409,0.0020116535,0.0026195364,0.000047702262,0.0001449341,0.002631607],"genre_scores_gemma":[0.9940057,0.00005845165,0.000064546155,0.004337934,0.00034939585,0.00077721477,0.00008830282,0.00006036184,0.0002580953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99608034,0.0005984957,0.0010356546,0.0005981718,0.00042001024,0.0012673363],"domain_scores_gemma":[0.9980443,0.00027052136,0.0003266352,0.0006529454,0.0004085668,0.00029699024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007949566,0.0003665958,0.00060179434,0.000408414,0.0010256529,0.000041563777,0.00054539077,0.00030924042,0.0001000456],"category_scores_gemma":[0.000014863227,0.0002813904,0.000120385244,0.0007124607,0.00007389087,0.00030351197,0.00012490335,0.0015029126,0.00038407912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007980431,0.00001856255,0.74832135,0.0012792815,0.000010055977,0.0000062071913,0.24047138,0.0000012152547,0.0000051358616,0.00036264703,0.00040912908,0.00903525],"study_design_scores_gemma":[0.0006496253,0.00035107104,0.5428244,0.0006633659,0.0000057366606,3.4336747e-7,0.45403516,0.0000073495025,3.9779258e-7,0.00019481845,0.0011004522,0.00016727563],"about_ca_topic_score_codex":0.113567725,"about_ca_topic_score_gemma":0.8219471,"teacher_disagreement_score":0.7083793,"about_ca_system_score_codex":0.0005324791,"about_ca_system_score_gemma":0.00030543614,"threshold_uncertainty_score":0.9999638},"labels":[],"label_agreement":null},{"id":"W2063071786","doi":"10.1080/1536710x.2011.622991","title":"Work, Employment, and Mental Illness: Expanding the Domain of Canadian Social Work","year":2011,"lang":"en","type":"article","venue":"Journal of Social Work in Disability & Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental illness; Mandate; Mental health; Unemployment; Social work; Supported employment; Work (physics); Psychology; Employability; Addiction; Public relations; Psychiatry; Economic growth; Political science; Pedagogy","score_opus":0.050431108996839946,"score_gpt":0.3669388765445559,"score_spread":0.316507767547716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063071786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703292,0.00018262616,0.0000038999024,0.02629579,0.0006483487,0.0007209493,0.000010438122,0.000009496004,0.0017992101],"genre_scores_gemma":[0.9990049,0.00002069741,0.00034950528,0.000103586186,0.00034399048,0.000061032497,0.0000030183462,0.000018554407,0.000094705254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996609,0.0011844478,0.0012082987,0.00018793212,0.00037338448,0.0004369765],"domain_scores_gemma":[0.9975823,0.0013054388,0.00065671146,0.00012564815,0.0002193039,0.00011057303],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003206323,0.00017832198,0.00048137494,0.00021394074,0.0018004379,0.000011634826,0.00020097206,0.0001996156,0.00029190764],"category_scores_gemma":[0.00058470777,0.00013367552,0.00020278285,0.0016334006,0.0008785143,0.00023206211,0.0000881329,0.00060226617,0.0000047660583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042631006,0.00012671342,0.7247375,0.000059244925,0.000043124746,5.3124603e-7,0.2662182,2.0247009e-7,0.0000081239195,0.0011863007,0.0026780332,0.004515726],"study_design_scores_gemma":[0.00070871547,0.00013130823,0.8439563,0.000201926,0.00002772786,1.7784335e-7,0.14309162,3.947054e-8,0.0000020319555,0.007948506,0.0038190607,0.00011260914],"about_ca_topic_score_codex":0.004073802,"about_ca_topic_score_gemma":0.019877551,"teacher_disagreement_score":0.12312656,"about_ca_system_score_codex":0.0008167489,"about_ca_system_score_gemma":0.00014093252,"threshold_uncertainty_score":0.9994991},"labels":[],"label_agreement":null},{"id":"W2063682891","doi":"10.1080/13639081003785732","title":"Job requirements and workers' learning: formal gaps, informal closure, systemic limits","year":2010,"lang":"en","type":"article","venue":"Journal of Education and Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Underemployment; Labour economics; Closure (psychology); Formal learning; Informal learning; Economics; Sociology; Economic growth; Unemployment; Pedagogy","score_opus":0.038123852040907125,"score_gpt":0.3895842567746387,"score_spread":0.3514604047337316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063682891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98263687,0.0015110738,0.00001051486,0.002327623,0.0031402863,0.00015793534,3.4957435e-7,0.000010870157,0.010204496],"genre_scores_gemma":[0.98903733,0.0006713622,0.000181563,0.0003637328,0.0010666257,0.000009325887,0.0000017788535,0.000008583459,0.008659675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989428,0.00008445232,0.0005124739,0.00006741171,0.0001636334,0.00022923134],"domain_scores_gemma":[0.9988934,0.00014219181,0.00048706227,0.00006732514,0.00026362058,0.00014640007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008109453,0.00009513578,0.00018429816,0.000120630284,0.00065821793,0.00002400103,0.00006605257,0.000106918684,0.000078983896],"category_scores_gemma":[0.00021832061,0.000071139046,0.000035509216,0.00012254901,0.000041592037,0.00038991333,0.000045026864,0.0007559143,0.000013116424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067369794,0.000029029126,0.9655427,0.0000799063,0.0000319536,4.0344784e-7,0.004799192,4.0122686e-7,0.00004480154,0.00055496424,0.019783255,0.00906607],"study_design_scores_gemma":[0.0006370156,0.00011571545,0.8866594,0.0007230874,0.000040866013,0.000027986749,0.009818306,6.799752e-7,0.0000049330924,0.000120523175,0.10176172,0.00008978644],"about_ca_topic_score_codex":0.000011318335,"about_ca_topic_score_gemma":0.000018619352,"teacher_disagreement_score":0.08197847,"about_ca_system_score_codex":0.000020425043,"about_ca_system_score_gemma":0.00025141705,"threshold_uncertainty_score":0.5062547},"labels":[],"label_agreement":null},{"id":"W2063973244","doi":"10.1159/000286650","title":"The Influence of Social Security in an Affluent Society on Illness Behaviour","year":2010,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Population; Illness behavior; Psychology; Economics; Psychiatry; Sociology; Demography","score_opus":0.025519456481433164,"score_gpt":0.4095031754719277,"score_spread":0.38398371899049455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063973244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933118,0.000081413615,0.000007804119,0.0043158554,0.0006758235,0.0005108956,0.000017894063,0.00003216517,0.001046307],"genre_scores_gemma":[0.9971377,0.001058759,0.00008983497,0.0012506351,0.00018657347,0.00011400639,0.000002644142,0.00001989237,0.00013990252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986569,0.00017829046,0.0004516972,0.00019658591,0.00020656976,0.0003099279],"domain_scores_gemma":[0.9990579,0.00030241374,0.00021133096,0.00028592785,0.00008599655,0.000056464673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059686933,0.00015619159,0.0002153353,0.00003185488,0.0010360323,0.0000130249155,0.00020271022,0.00018795484,0.000053899217],"category_scores_gemma":[0.000009084167,0.00010575331,0.0000636314,0.00014845615,0.00021648673,0.000079714,0.000010492334,0.0006192901,0.000005722174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023190028,0.0004374033,0.83249307,0.000109548,0.00004487409,2.997726e-7,0.12919079,0.0000012544106,0.0011562477,0.028799979,0.0033509943,0.0041836672],"study_design_scores_gemma":[0.0015405564,0.0001669572,0.9452176,0.000098582415,0.000009518697,2.499197e-7,0.0065687117,0.000029991057,0.00002610293,0.030907309,0.015241932,0.00019249241],"about_ca_topic_score_codex":0.00006658181,"about_ca_topic_score_gemma":0.0015920065,"teacher_disagreement_score":0.12262207,"about_ca_system_score_codex":0.000010204356,"about_ca_system_score_gemma":0.00002569309,"threshold_uncertainty_score":0.79684275},"labels":[],"label_agreement":null},{"id":"W2064321634","doi":"10.1080/19371918.2011.592076","title":"Health Situation of Migrants with Precarious Status: Review of the Literature and Implications for the Canadian Context—Part A","year":2012,"lang":"en","type":"review","venue":"Social Work in Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Inequality; Health care; Political science; Sociology; Economic growth; Geography; Law","score_opus":0.17758748587992323,"score_gpt":0.4704757383264454,"score_spread":0.29288825244652217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064321634","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033496758,0.8085984,0.000004401687,0.18238693,0.00028618702,0.007580001,0.00095220195,0.000009845725,0.00017867962],"genre_scores_gemma":[0.0013842065,0.99052656,0.00002401703,0.005209688,0.00027302094,0.0019348734,0.00035665825,0.000037167953,0.000253816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529576,0.0018778238,0.001371381,0.0002567439,0.00022794912,0.0009703432],"domain_scores_gemma":[0.9959574,0.0010490332,0.0018861573,0.00038975957,0.00044259056,0.000275078],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003907831,0.00026805306,0.0016816412,0.00014467479,0.0027288992,0.000014767775,0.00028624432,0.00027713418,0.0000150849055],"category_scores_gemma":[0.00037260712,0.0001405594,0.00019446868,0.0017417957,0.00019273513,0.00007412851,0.00007782324,0.00084775797,0.0000010414034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038560424,0.000028937759,0.004739702,0.09857676,0.00010343351,1.3024188e-8,0.029948426,3.0109046e-9,1.8900852e-10,0.006776871,0.036640946,0.82318103],"study_design_scores_gemma":[0.00019551681,0.000038398506,0.018946102,0.085962236,0.00009685483,3.394731e-7,0.00049544254,1.5255715e-8,2.1844597e-10,0.00011486784,0.8940573,0.000092982154],"about_ca_topic_score_codex":0.05423262,"about_ca_topic_score_gemma":0.6320877,"teacher_disagreement_score":0.8574163,"about_ca_system_score_codex":0.0009936295,"about_ca_system_score_gemma":0.014805283,"threshold_uncertainty_score":0.9985694},"labels":[],"label_agreement":null},{"id":"W2064446639","doi":"10.1002/cjas.5","title":"Unlocking the careers of business professionals following job loss: sensemaking and career exploration of older workers","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Job loss; Blessing; Sensemaking; Perspective (graphical); Framing (construction); Psychology; Job shadow; Qualitative research; Public relations; Job performance; Social psychology; Job attitude; Sociology; Job satisfaction; Unemployment; Political science; Engineering; Social science; Computer science","score_opus":0.19720738296655158,"score_gpt":0.417655384492658,"score_spread":0.2204480015261064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064446639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99031854,0.0006921188,0.0015061941,0.0032476704,0.00088571216,0.00041272934,0.000022035807,0.0000050070107,0.0029100194],"genre_scores_gemma":[0.9981874,0.000020125286,0.001310086,0.00014074413,0.00017027755,0.0000078714165,0.0000022565964,0.0000093671515,0.00015184766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701047,0.00036220744,0.0011215344,0.00029374508,0.00038596662,0.00082604965],"domain_scores_gemma":[0.9960402,0.0009754281,0.0012577778,0.00014121344,0.0010667366,0.00051864685],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0069456547,0.00020789259,0.00040427985,0.00051835866,0.0030286768,0.00006663782,0.000499313,0.00012689707,0.000029218729],"category_scores_gemma":[0.001505486,0.0001511851,0.00010724979,0.0017026372,0.0038077354,0.0010217726,0.000032676464,0.00032652012,3.7088137e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005816855,0.000021569243,0.85151595,0.000268793,0.00007390039,0.00016357542,0.13296437,0.00021714432,0.00086130406,0.0119596915,0.00018889384,0.0017066344],"study_design_scores_gemma":[0.0004792959,0.0013905987,0.5586607,0.002838682,0.000114132374,0.00015510125,0.42935064,0.000094486175,0.0012140502,0.0050197,0.0003641018,0.00031850682],"about_ca_topic_score_codex":0.010090774,"about_ca_topic_score_gemma":0.5486813,"teacher_disagreement_score":0.53859055,"about_ca_system_score_codex":0.00042535271,"about_ca_system_score_gemma":0.0074147917,"threshold_uncertainty_score":0.99890333},"labels":[],"label_agreement":null},{"id":"W2064525757","doi":"10.1023/b:popu.0000040045.51228.34","title":"Occupational Status in 2000; Over a Century of Census-Based Measurement","year":2004,"lang":"en","type":"article","venue":"Population Research and Policy Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":197,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Census; Occupational prestige; Geography; Demography; Scale (ratio); Socioeconomic status; Demographic economics; Gerontology; History; Population; Medicine; Sociology; Economics; Cartography","score_opus":0.35811809877419676,"score_gpt":0.5785269083891633,"score_spread":0.22040880961496656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064525757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7040279,0.23519416,0.000025359595,0.047532618,0.00018638723,0.0056583183,0.0003262194,0.00005764379,0.006991387],"genre_scores_gemma":[0.9332798,0.064956635,0.000062299994,0.0011855726,0.0001241779,0.00017391435,0.00011571014,0.00001026741,0.00009161098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770993,0.0004906559,0.0004949731,0.00015127998,0.0006985609,0.00045459854],"domain_scores_gemma":[0.9990767,0.00014807093,0.00010911941,0.00014467159,0.00040624072,0.00011519371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018608978,0.00008509355,0.00024872675,0.00027093134,0.00025308918,0.000003407203,0.000054463795,0.000049178176,0.00015287261],"category_scores_gemma":[0.0009710331,0.00006758118,0.000033943827,0.00059285417,0.00005362557,0.0000566956,0.000053170195,0.00025346837,0.000016837843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009095401,0.00011502628,0.96142244,0.004662096,0.000013537968,8.9065907e-7,0.00035525832,0.0000079734955,0.00001668891,0.023263408,0.0030075242,0.007044208],"study_design_scores_gemma":[0.00089119386,0.000065191954,0.92380184,0.0043406393,0.0000047115323,6.703296e-8,0.000031378586,0.0000034519405,0.0000023941018,0.002872665,0.067926385,0.000060077862],"about_ca_topic_score_codex":0.01685146,"about_ca_topic_score_gemma":0.0023727797,"teacher_disagreement_score":0.22925189,"about_ca_system_score_codex":0.0004898809,"about_ca_system_score_gemma":0.00074101344,"threshold_uncertainty_score":0.9896954},"labels":[],"label_agreement":null},{"id":"W206468347","doi":"10.4000/pistes.3963","title":"Mécanismes d’inégalités en santé et sécurité : modèle conceptuel et agenda de recherche","year":2014,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.10555555418094133,"score_gpt":0.45810197175008943,"score_spread":0.3525464175691481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W206468347","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38470864,0.02727436,0.013534283,0.12175609,0.00259194,0.0018850103,0.00059651065,0.00090907875,0.44674405],"genre_scores_gemma":[0.95229423,0.009190538,0.0027798188,0.004092181,0.0010395602,0.00032965033,0.000050178347,0.00027949543,0.029944342],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96257794,0.032027397,0.0012947579,0.0015592705,0.00068895216,0.0018517096],"domain_scores_gemma":[0.98504126,0.012229811,0.0005678087,0.0010743935,0.0005483061,0.0005384237],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0141186435,0.0011539186,0.001481961,0.0003217058,0.0012325953,0.00021241009,0.0010351095,0.0014945439,0.0020807602],"category_scores_gemma":[0.0044798586,0.0011167532,0.0007171499,0.0005041407,0.0016820026,0.0009125302,0.0016823155,0.004904222,0.00033634363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032784248,0.0012009529,0.004656816,0.0007099901,0.00071486854,0.000053741027,0.70822215,0.00006364381,0.0006332103,0.19788003,0.04176226,0.043774515],"study_design_scores_gemma":[0.0046471874,0.00095386535,0.38966033,0.0030482386,0.00039331993,0.000059791277,0.42437685,0.0010643611,0.00036567112,0.10551813,0.06800267,0.0019095913],"about_ca_topic_score_codex":0.003059074,"about_ca_topic_score_gemma":0.009065546,"teacher_disagreement_score":0.5675856,"about_ca_system_score_codex":0.0012360913,"about_ca_system_score_gemma":0.0018800453,"threshold_uncertainty_score":0.99980175},"labels":[],"label_agreement":null},{"id":"W2065726180","doi":"10.1111/1744-7941.12000","title":"Employer policy and manager practice in the fast food industry: a match made in heaven or a loveless marriage","year":2013,"lang":"en","type":"article","venue":"Asia Pacific Journal of Human Resources","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Heaven; Opposition (politics); Preference; Marketing; Human resource management; Business; Economics; Management; Sociology; Political science; Law; Microeconomics; History","score_opus":0.04400725557063563,"score_gpt":0.38664592233301404,"score_spread":0.3426386667623784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065726180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9202309,0.0005741456,0.0000014549405,0.04165997,0.00007190766,0.0006275235,0.0000045543497,0.000010988663,0.036818523],"genre_scores_gemma":[0.9934219,0.00020107621,0.000049547765,0.000997315,0.000537898,0.00005609542,9.3972886e-7,0.000028503362,0.0047067124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968172,0.0011547592,0.0008771252,0.00018784162,0.00041661278,0.00054650824],"domain_scores_gemma":[0.9978309,0.0010791561,0.00061831326,0.0002363409,0.00012846898,0.00010681373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016538486,0.00021325324,0.00044090312,0.00048362277,0.00044598657,0.00008619586,0.0003529633,0.00023986581,0.0002717208],"category_scores_gemma":[0.0004582381,0.0001239081,0.000058666436,0.0004361399,0.00012989153,0.0003998554,0.00015815572,0.0018299884,0.00003233947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042019231,0.0004716655,0.63341737,0.00028649744,0.0002762922,0.0004013451,0.29486823,0.000003196889,0.00018177406,0.0043451963,0.060423587,0.0049046623],"study_design_scores_gemma":[0.0016669389,0.0005252215,0.53498626,0.0005656572,0.000036058624,0.00008678915,0.3897353,0.0000010229346,0.0000035855667,0.0025051245,0.06971401,0.0001740139],"about_ca_topic_score_codex":0.0009184142,"about_ca_topic_score_gemma":0.0009425936,"teacher_disagreement_score":0.09843112,"about_ca_system_score_codex":0.00010080972,"about_ca_system_score_gemma":0.00009062287,"threshold_uncertainty_score":0.79504913},"labels":[],"label_agreement":null},{"id":"W2065773301","doi":"10.1007/s11205-007-9210-7","title":"Transitions from Temporary to Permanent Work in Canada: Who Makes the Transition and Why?","year":2007,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; York University","funders":"","keywords":"Demographic economics; Work (physics); Unemployment; Human geography; Quality of Life Research; School-to-work transition; Transition (genetics); Human capital; Economics; Labour economics; Public health; Economic growth; Economic geography; Medicine","score_opus":0.1087153284498667,"score_gpt":0.44899902123606,"score_spread":0.3402836927861933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065773301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8985022,0.00032470704,0.000025796362,0.09582394,0.00012053561,0.00082412566,0.0000841011,0.000017391478,0.004277238],"genre_scores_gemma":[0.9969727,0.000064077925,0.000007501727,0.0020240026,0.0004325257,0.00015419952,0.000032967735,0.00001670143,0.00029537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973806,0.0007310708,0.0003294102,0.00023113188,0.0006403988,0.00068737054],"domain_scores_gemma":[0.99887353,0.00074498955,0.0000357336,0.00011590542,0.00007528292,0.00015454774],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019780651,0.00010188616,0.00018819206,0.0002704968,0.0024186305,0.0000122633155,0.0001658878,0.000119985736,0.00017219794],"category_scores_gemma":[0.000051930358,0.00007843693,0.00002917697,0.001060795,0.00018742785,0.000054136504,0.000073162264,0.0009837515,0.000021445685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027404597,0.000057605484,0.61358607,0.000050863095,0.000057337136,0.0000447507,0.19084705,6.2229947e-7,0.00005912002,0.001660244,0.18602236,0.0073399195],"study_design_scores_gemma":[0.00029688643,0.000021018384,0.8949183,0.000090645575,0.0000059196122,7.368483e-8,0.07511418,6.4024437e-7,0.000016321486,0.000800538,0.028641643,0.00009383247],"about_ca_topic_score_codex":0.77759236,"about_ca_topic_score_gemma":0.95269704,"teacher_disagreement_score":0.28133222,"about_ca_system_score_codex":0.00063857407,"about_ca_system_score_gemma":0.0008577403,"threshold_uncertainty_score":0.9988801},"labels":[],"label_agreement":null},{"id":"W2066110035","doi":"10.12968/nrec.2006.8.5.20935","title":"Stress at work: Coping strategies for employers","year":2006,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Coping (psychology); Job stress; Work (physics); Stress (linguistics); Work stress; Psychology; Business; Public relations; Applied psychology; Social psychology; Job satisfaction; Political science; Engineering; Clinical psychology; Mechanical engineering","score_opus":0.03936942751116523,"score_gpt":0.3964865285691448,"score_spread":0.35711710105797956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066110035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96433103,0.0079800645,0.00039525365,0.003073127,0.0019270753,0.00071964564,0.000057609068,0.00018165303,0.021334548],"genre_scores_gemma":[0.99259555,0.000050513154,0.00009634129,0.0000764023,0.00086799276,0.00006387937,0.00008339986,0.000024402758,0.006141488],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989212,0.000078160694,0.00023420922,0.00022216496,0.00014040503,0.00040383457],"domain_scores_gemma":[0.99949175,0.00013295759,0.000084903295,0.000105602485,0.00014038393,0.000044427194],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00007539466,0.00013006659,0.0001843589,0.00005853445,0.0016203837,0.00003685074,0.000058864254,0.00012423136,0.000025259817],"category_scores_gemma":[0.000012192195,0.00011269268,0.000057450543,0.00006979811,0.000112756126,0.00008829877,0.000042107793,0.00013415617,0.0000069159623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045377732,0.00004150919,0.44397748,0.0012415097,0.000059604812,0.000009015998,0.03479374,0.000078042176,0.00038690126,0.008792746,0.50417894,0.0059867227],"study_design_scores_gemma":[0.00517448,0.0003597943,0.62789494,0.0074504474,0.00042038286,0.0000027143524,0.28146654,0.000010655952,0.00073158625,0.016788209,0.058635715,0.0010645459],"about_ca_topic_score_codex":0.0007446747,"about_ca_topic_score_gemma":0.001925323,"teacher_disagreement_score":0.44554326,"about_ca_system_score_codex":0.0001353875,"about_ca_system_score_gemma":0.00006390789,"threshold_uncertainty_score":0.9996794},"labels":[],"label_agreement":null},{"id":"W2066392544","doi":"10.1108/13527591111159036","title":"Contingent workers: needs, personality characteristics, and work motivation","year":2011,"lang":"en","type":"article","venue":"Team Performance Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Personality; Human resource management; Originality; Work (physics); Context (archaeology); Value (mathematics); Psychology; Human resources; Work motivation; Order (exchange); Knowledge management; Marketing; Business; Management; Social psychology; Computer science; Economics; Engineering","score_opus":0.08442240831298925,"score_gpt":0.3215442594011307,"score_spread":0.23712185108814143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066392544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8942664,0.00009267804,0.000076939636,0.00055897835,0.0004423227,0.00066803023,0.0000026790362,0.00012858157,0.10376336],"genre_scores_gemma":[0.985051,0.00047452503,0.0002706202,0.0005957665,0.00018879713,0.00017401487,0.000015275482,0.0000168094,0.013213209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987938,0.00006830941,0.0003516939,0.00020380282,0.00018148079,0.0004009314],"domain_scores_gemma":[0.99945617,0.000039024973,0.0001697812,0.00020928761,0.00006129692,0.00006445577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054056797,0.00016416445,0.00019912972,0.00010948392,0.00070156757,0.000009420302,0.0001095195,0.000056786364,0.0004697021],"category_scores_gemma":[0.000017585924,0.00013982269,0.000029280613,0.00019276915,0.00006933286,0.00014550042,0.00026627094,0.00020630643,0.0001726099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082036764,0.000045264926,0.9569333,0.0003028813,0.00007655635,9.1160047e-7,0.01049701,7.713075e-8,7.710072e-7,0.0011243597,0.008504172,0.022432612],"study_design_scores_gemma":[0.00043324195,0.000048301103,0.96005654,0.00029456042,0.00004610765,9.58368e-8,0.0055839503,0.000014817253,0.0000036626273,0.000055269895,0.033312112,0.00015131969],"about_ca_topic_score_codex":0.00009714709,"about_ca_topic_score_gemma":0.0000075118674,"teacher_disagreement_score":0.09078455,"about_ca_system_score_codex":0.00008027109,"about_ca_system_score_gemma":0.000008620935,"threshold_uncertainty_score":0.57018036},"labels":[],"label_agreement":null},{"id":"W2066529479","doi":"10.1037/1076-8998.9.1.46","title":"The Influence of Prior Commitment on the Reactions of Layoff Survivors to Organizational Downsizing.","year":2003,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Layoff; Organizational commitment; Coping (psychology); Burnout; Job satisfaction; Occupational burnout; Clinical psychology; Perception; Social psychology; Perceived organizational support; Affective events theory; Alienation; Occupational stress; Continuance; Emotional exhaustion; Job performance; Job attitude; Unemployment","score_opus":0.11209072842887634,"score_gpt":0.4998264558348077,"score_spread":0.3877357274059314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066529479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89936227,0.00015680969,0.00025230212,0.096584566,0.0010722658,0.00055877474,0.000032866043,0.0000055627347,0.0019745762],"genre_scores_gemma":[0.9857566,0.0003216423,0.00037744886,0.01308299,0.00013004027,0.000023663795,0.000002896074,0.000011308496,0.00029344152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668497,0.0011207609,0.0013478677,0.0001074563,0.00045594925,0.00028301956],"domain_scores_gemma":[0.9940655,0.0028747,0.0015049999,0.00023510646,0.0012211095,0.00009855922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031040588,0.00010417575,0.0002898008,0.00014443294,0.0010634902,0.0000024058486,0.00023843018,0.00007130468,0.00016151454],"category_scores_gemma":[0.001521147,0.000057691024,0.00006611882,0.00041311752,0.00013113952,0.00004678016,0.000033317207,0.0004371719,0.000024865745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000962719,0.00043702265,0.73410404,0.000099134064,0.00017513841,0.0000010072541,0.003930836,0.0005941425,0.00020324058,0.17161548,0.08734013,0.0005371106],"study_design_scores_gemma":[0.00047528633,0.0005642057,0.8755975,0.00014308018,0.000008086768,0.0000060936113,0.00062216574,6.848466e-7,0.000015069617,0.0018070427,0.12071828,0.000042502023],"about_ca_topic_score_codex":0.000073469644,"about_ca_topic_score_gemma":0.00024983854,"teacher_disagreement_score":0.16980843,"about_ca_system_score_codex":0.00012528982,"about_ca_system_score_gemma":0.00074139534,"threshold_uncertainty_score":0.8179614},"labels":[],"label_agreement":null},{"id":"W2066890461","doi":"10.1353/cpp.2012.0020","title":"Temporary Foreign Workers and Regional Labour Market Disparities in Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Economic shortage; Unemployment; Labour economics; Economics; Demographic economics; Foreign exchange; Business; Economic growth; Monetary economics","score_opus":0.05358625974742899,"score_gpt":0.3263645568148574,"score_spread":0.2727782970674284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066890461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7537719,0.001267996,3.8065662e-7,0.110129304,0.0002683201,0.00030276208,0.00019257139,0.000021434604,0.13404533],"genre_scores_gemma":[0.97018397,0.00010939455,0.000008211685,0.016600572,0.00065003574,0.0001070099,0.000029830926,0.000021226608,0.012289772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793905,0.00018071017,0.0002618736,0.0001486993,0.00014334854,0.0013263349],"domain_scores_gemma":[0.9984376,0.00019138513,0.00006415135,0.0001700636,0.000047892,0.0010889509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037158752,0.00014748037,0.000199812,0.0003997119,0.0005974248,0.000014038809,0.00013582609,0.000095655465,0.0004917211],"category_scores_gemma":[0.00023722439,0.00014090935,0.00001851285,0.0003799849,0.00007882309,0.0003050496,0.000068753805,0.0003035366,0.000010338529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024103938,0.0000021349242,0.60498077,0.000027130585,0.000010216055,0.0000034455304,0.00014815935,1.3108369e-8,3.5214786e-8,0.06625096,0.32803366,0.000541064],"study_design_scores_gemma":[0.00017298022,0.0000024288736,0.6244864,0.000029732666,0.0000014519914,0.0000013634906,0.002924956,0.0000013692262,3.3896526e-8,0.0007670686,0.3715149,0.00009730663],"about_ca_topic_score_codex":0.9998941,"about_ca_topic_score_gemma":0.99992955,"teacher_disagreement_score":0.21641205,"about_ca_system_score_codex":0.0027035356,"about_ca_system_score_gemma":0.018952278,"threshold_uncertainty_score":0.98660934},"labels":[],"label_agreement":null},{"id":"W2067253989","doi":"10.1007/s10729-008-9097-0","title":"Optimizing nursing human resource planning in British Columbia","year":2009,"lang":"en","type":"article","venue":"Health Care Management Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workforce planning; Workforce; Workforce management; Health informatics; Attrition; Nursing management; Flexibility (engineering); Nursing research; Plan (archaeology); Human resource management; Time horizon; Strategic human resource planning; Health administration; Human resources; Business; Computer science; Nursing; Operations management; Process management; Medicine; Knowledge management; Economics; Public health; Management; Finance; Economic growth; Geography","score_opus":0.04563384719059635,"score_gpt":0.42939021420798246,"score_spread":0.38375636701738614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067253989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6365186,0.0037603828,0.00032613525,0.011544955,0.0008064499,0.0026931807,0.0000064159385,0.0004362854,0.34390756],"genre_scores_gemma":[0.9881294,0.00007165212,0.0014056978,0.0070781186,0.00011263558,0.000057001856,0.00001026238,0.000013360921,0.003121866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968944,0.00017008123,0.0005597448,0.00057974784,0.0005771879,0.0012187923],"domain_scores_gemma":[0.9991979,0.00004343275,0.00019571178,0.00030790127,0.00007352254,0.00018150845],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015562293,0.00011130271,0.000266924,0.0002316192,0.005017675,0.00014131544,0.00041535226,0.00004646347,0.00004621429],"category_scores_gemma":[0.000031944615,0.0001734752,0.00003116789,0.0010208333,0.00020955014,0.00024823053,0.00017710408,0.0003722434,0.00001474283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017962951,0.0001902654,0.4798929,0.0009407731,0.000010629186,0.00018366518,0.11295908,0.0003339079,0.000024902089,0.0063319453,0.15726334,0.24185063],"study_design_scores_gemma":[0.0007248907,0.00016294449,0.88226783,0.0034192882,0.000005620086,0.000001024148,0.08282532,0.000030414623,4.6610901e-7,0.000547082,0.029792493,0.00022260738],"about_ca_topic_score_codex":0.0058703898,"about_ca_topic_score_gemma":0.012662223,"teacher_disagreement_score":0.40237495,"about_ca_system_score_codex":0.0011467261,"about_ca_system_score_gemma":0.00014150933,"threshold_uncertainty_score":0.99627763},"labels":[],"label_agreement":null},{"id":"W2067420355","doi":"10.2190/wam3-mnn2-6unf-fdex","title":"Reconceptualizing the Nature and Health Consequences of Work-Related Insecurity for the New Economy: The Decline of Workers' Power in the Flexibility Regime","year":2004,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Precarious work; Stressor; Context (archaeology); Globalization; Temporary work; Power (physics); Status quo; Labour economics; Work (physics); Realm; Economics; Demographic economics; Sociology; Political science; Psychology; Market economy","score_opus":0.06780661119821584,"score_gpt":0.4442642790256651,"score_spread":0.37645766782744927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067420355","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36248994,0.023559349,0.000027333244,0.61225396,0.00079889095,0.00074497424,0.000014052312,0.0000036787478,0.00010781682],"genre_scores_gemma":[0.9670666,0.0021326803,0.0000805545,0.03043082,0.00022923437,0.000018749768,0.0000029994183,0.0000069314374,0.000031447278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703157,0.0007921506,0.0014641623,0.00012914691,0.0003274836,0.00025551434],"domain_scores_gemma":[0.9936852,0.0032738694,0.0022816388,0.00023090858,0.00048237498,0.00004604352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007845992,0.00012709518,0.00034492105,0.00006174989,0.0007366977,0.000023238334,0.0010348539,0.000095421216,0.000028058757],"category_scores_gemma":[0.00013811472,0.000047621903,0.00011403027,0.00021157814,0.0003460681,0.00015444828,0.00014311277,0.0009519644,6.848872e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012833013,0.00026036738,0.5304829,0.00069602526,0.00096041855,0.0000031917923,0.3631523,0.00053910783,0.0000050512535,0.07380658,0.018128837,0.010681913],"study_design_scores_gemma":[0.0029864097,0.00042457465,0.6684383,0.003584293,0.00004646648,0.000027436023,0.13743334,0.000022689152,0.0000145466465,0.122775525,0.06412653,0.00011987358],"about_ca_topic_score_codex":0.008362062,"about_ca_topic_score_gemma":0.014059834,"teacher_disagreement_score":0.60457665,"about_ca_system_score_codex":0.00015593931,"about_ca_system_score_gemma":0.001224891,"threshold_uncertainty_score":0.99824136},"labels":[],"label_agreement":null},{"id":"W2067481979","doi":"10.1016/j.socec.2014.12.001","title":"Evaluation of the Financial Threat Scale (FTS) in four European, non-student samples","year":2015,"lang":"en","type":"article","venue":"Journal of Behavioral and Experimental Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Thompson Rivers University","funders":"","keywords":"Psychology; Scale (ratio); Personality; Finance; Clinical psychology; Mental health; Social psychology; Psychiatry; Economics","score_opus":0.1895572678494118,"score_gpt":0.4403165402480878,"score_spread":0.250759272398676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067481979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693733,0.0005571408,0.0000017279201,0.00036026596,0.00070155767,0.00024070777,0.0000046039636,0.0000017795142,0.0011948912],"genre_scores_gemma":[0.9994895,0.00006569794,0.0000702112,0.00011373277,0.00018835254,0.000009381932,7.828745e-7,0.000008546147,0.000053791282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988149,0.00023226475,0.00055656914,0.000079711295,0.00018252632,0.00013406435],"domain_scores_gemma":[0.99929094,0.000019525518,0.00038079053,0.00008075085,0.00016407552,0.00006392904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015151163,0.0000874888,0.00022745709,0.00004860846,0.00013378533,0.000006643438,0.000119346805,0.000041319374,0.000030009658],"category_scores_gemma":[0.000011353075,0.000059525635,0.000066048415,0.00003442859,0.000059929378,0.00014432678,0.00015109435,0.00016664699,0.0000040843397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011388246,0.00025765807,0.9743648,0.0000064373407,0.000013268314,0.0000017463883,0.018885225,0.00011200106,0.0008971352,0.00005149516,0.0009961298,0.0043001785],"study_design_scores_gemma":[0.0038050439,0.00039694394,0.9678072,0.00012034829,0.00009781217,0.0000068778127,0.024505017,0.00007558566,0.0017408069,0.00044954792,0.00088234583,0.00011252287],"about_ca_topic_score_codex":0.00021609281,"about_ca_topic_score_gemma":0.0004376094,"teacher_disagreement_score":0.006557695,"about_ca_system_score_codex":0.0002764739,"about_ca_system_score_gemma":0.00015876585,"threshold_uncertainty_score":0.24273849},"labels":[],"label_agreement":null},{"id":"W2068516532","doi":"10.1080/17450100802095288","title":"Globalizing Risks – The Cosmo‐Politics of SARS and its Impact on Globalizing Sociology","year":2008,"lang":"en","type":"article","venue":"Mobilities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Sociology; Environmental sociology; Epistemology; Social science; Coronavirus disease 2019 (COVID-19); Risk society; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political economy; Positive economics; Political science; Criminology; Economics; Law","score_opus":0.17737896711273335,"score_gpt":0.4728834166702352,"score_spread":0.2955044495575019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068516532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811135,0.0038223027,0.0000028201882,0.0016526921,0.00026251771,0.0004314352,0.00012160136,0.0000570625,0.012536097],"genre_scores_gemma":[0.99678135,0.0008756893,0.000009898923,0.00081446255,0.00016268923,0.000050356426,0.0000057448797,0.000013273676,0.0012865068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998348,0.00042469308,0.00037890527,0.00018256297,0.00016734793,0.0004984659],"domain_scores_gemma":[0.9983279,0.0011139074,0.00015230115,0.00021859129,0.00013360959,0.000053686606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00041621205,0.00017471949,0.00034781537,0.000037650407,0.0014598977,0.0000028598572,0.00013107793,0.00013048944,0.00007036081],"category_scores_gemma":[0.00027642323,0.00010526579,0.00009267335,0.00006621422,0.0005745626,0.000053568583,0.00016189755,0.0002695676,0.000023067987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074851305,0.000058252554,0.80391055,0.00023651842,0.0001781968,0.000004789045,0.04395152,0.000022485203,0.00012573358,0.13078943,0.020488558,0.00015910866],"study_design_scores_gemma":[0.00067054434,0.0003859273,0.9414104,0.0001710825,0.000045155957,0.000006052238,0.026096072,0.000034091023,0.00014445475,0.01928319,0.011552545,0.00020048374],"about_ca_topic_score_codex":0.0017173628,"about_ca_topic_score_gemma":0.00005252147,"teacher_disagreement_score":0.13749984,"about_ca_system_score_codex":0.00014768647,"about_ca_system_score_gemma":0.0001090731,"threshold_uncertainty_score":0.9998401},"labels":[],"label_agreement":null},{"id":"W2068520852","doi":"10.7202/050812ar","title":"The Duty to Accommodate Disabled Employees","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Duty; Human rights; Section (typography); Focus (optics); Disabled people; Special section; Duty to protect; Political science; Psychology; Sociology; Law and economics; Business; Law; Engineering; Applied psychology; Advertising","score_opus":0.06601916059355048,"score_gpt":0.39006426973562,"score_spread":0.3240451091420695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068520852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5637632,0.00048234177,0.0002918531,0.26590636,0.0006515959,0.0012398206,0.000034216842,0.00031174472,0.16731885],"genre_scores_gemma":[0.9061977,0.00016989258,0.000188804,0.00081278477,0.00068358507,0.00024496586,0.000015654154,0.000023286622,0.09166328],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986041,0.00019687744,0.00041146902,0.00017601447,0.00018131977,0.00043022],"domain_scores_gemma":[0.9981872,0.0011415103,0.00009647429,0.0003606607,0.00011165927,0.00010251944],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039875892,0.00013226725,0.00014067757,0.000062148814,0.004019899,0.000022083963,0.00023110928,0.00018239682,0.0005223107],"category_scores_gemma":[0.00046641534,0.00008613635,0.000048219372,0.0003697907,0.00006919542,0.00013399475,0.0002148157,0.00060803926,0.0027950678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002363226,0.000045560744,0.25963452,0.0000012784877,0.000063819156,4.0201385e-7,0.0032176995,0.00021850984,0.000011301469,0.040187117,0.66849214,0.028104013],"study_design_scores_gemma":[0.00026138138,0.000024112123,0.04391435,0.000042482116,0.000019442257,1.5920422e-7,0.0023109266,0.000027130205,0.000021612264,0.00097420835,0.9522913,0.00011288809],"about_ca_topic_score_codex":0.00008987029,"about_ca_topic_score_gemma":0.00081928726,"teacher_disagreement_score":0.34243453,"about_ca_system_score_codex":0.0001165721,"about_ca_system_score_gemma":0.00012042905,"threshold_uncertainty_score":0.99798137},"labels":[],"label_agreement":null},{"id":"W2068550123","doi":"10.1080/08952840903489052","title":"Deconstructing Housework: Cuts to Home Support Services and the Implications for Hospital Discharge Planning","year":2010,"lang":"en","type":"article","venue":"Journal of Women & Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bureaucracy; Housekeeping; Sociology; Discharge planning; Social work; Deconstruction (building); Public relations; Work (physics); Social support; Nursing; Gerontology; Psychology; Social psychology; Medicine; Political science; Politics; Engineering; Law","score_opus":0.023142954832696547,"score_gpt":0.38253451548558093,"score_spread":0.35939156065288436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068550123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97399956,0.00010510798,0.0003555781,0.023749877,0.0009884837,0.00039984818,0.000009335251,0.000020485712,0.00037170164],"genre_scores_gemma":[0.9966302,0.000031427255,0.0010765488,0.0010572661,0.000902747,0.000089482615,0.0000010410627,0.00001942927,0.00019185795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876744,0.000050492556,0.00049274723,0.00011049319,0.00011027831,0.0004685632],"domain_scores_gemma":[0.9984091,0.0006416509,0.00047139727,0.00012252144,0.00019431334,0.00016102761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001564159,0.00010747771,0.00028541873,0.000102272534,0.0012706409,0.000039339844,0.0001938556,0.000047310787,0.000023846847],"category_scores_gemma":[0.00011883405,0.000066634675,0.000060394443,0.000097428645,0.000053818694,0.0002225473,0.00014179948,0.00050161284,0.0000034418804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049829832,0.000011628545,0.913942,0.00006853061,0.00008046062,9.144768e-7,0.08001714,0.0000018447998,0.00025281106,0.0024895186,0.0008958924,0.0021894255],"study_design_scores_gemma":[0.003211665,0.00019179477,0.8886763,0.0003962228,0.00008272383,0.00003997009,0.06646655,0.00001712222,0.00002407794,0.0080964705,0.032552518,0.0002446125],"about_ca_topic_score_codex":0.00001804687,"about_ca_topic_score_gemma":0.000030926083,"teacher_disagreement_score":0.031656627,"about_ca_system_score_codex":0.000057149155,"about_ca_system_score_gemma":0.00007420066,"threshold_uncertainty_score":0.97728705},"labels":[],"label_agreement":null},{"id":"W2070563855","doi":"10.1016/j.respe.2007.03.009","title":"Moral hazard, doctors, and absenteism in France. Preliminary analysis based on aggregate data","year":2007,"lang":"fr","type":"article","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Cheating; Unemployment; Sick leave; Demographic economics; Moral hazard; Test (biology); Hazard; Aggregate data; Economics; Work (physics); Demography; Population; Medicine; Actuarial science; Psychology; Labour economics; Social psychology; Sociology; Economic growth; Incentive; Engineering","score_opus":0.08338594525999213,"score_gpt":0.41823662083764507,"score_spread":0.3348506755776529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070563855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84123445,0.037163746,0.006276168,0.09395264,0.0029051912,0.0019200866,0.0011746433,0.00036853543,0.015004542],"genre_scores_gemma":[0.96622616,0.017175937,0.0026818134,0.007986806,0.0008968418,0.0000902755,0.0009656522,0.00007094576,0.0039055722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99322855,0.0024494561,0.0012888652,0.001123249,0.00023718749,0.0016726912],"domain_scores_gemma":[0.99273944,0.0047912835,0.0004424597,0.001526625,0.00015312701,0.0003470608],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009189728,0.00058047206,0.0012231334,0.0009872383,0.00035702484,0.000055648146,0.00081374496,0.00103691,0.00022367675],"category_scores_gemma":[0.0027481636,0.0005473819,0.00021019891,0.0015048875,0.00037079313,0.0005319857,0.00079002016,0.002022614,0.00003575396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025196726,0.00030543254,0.94963294,0.00075137883,0.00038635702,0.00037092526,0.0012000554,0.00084772665,0.000008664407,0.0049894894,0.019735629,0.021519462],"study_design_scores_gemma":[0.0011398759,0.0004538744,0.9411283,0.0011992559,0.0003556545,0.0000061328105,0.00065318006,0.019030757,0.0000148591635,0.0024098183,0.033061612,0.0005466865],"about_ca_topic_score_codex":0.0014355162,"about_ca_topic_score_gemma":0.0035098342,"teacher_disagreement_score":0.12499171,"about_ca_system_score_codex":0.00046754105,"about_ca_system_score_gemma":0.0005688875,"threshold_uncertainty_score":0.99969774},"labels":[],"label_agreement":null},{"id":"W2071273054","doi":"10.1177/0143831x06065960","title":"Why ‘Good’ Jobs Lead to Social Exclusion","year":2006,"lang":"en","type":"article","venue":"Economic and Industrial Democracy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; McMaster University","funders":"","keywords":"Social exclusion; Restructuring; Inclusion (mineral); Work (physics); Sociology; Feeling; Public relations; Social psychology; Labour economics; Political science; Psychology; Economic growth; Gender studies; Economics; Law; Engineering","score_opus":0.0766128624109468,"score_gpt":0.3572882974150681,"score_spread":0.28067543500412134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071273054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86233926,0.00006691661,0.000030934483,0.089795545,0.001814632,0.0005849644,0.000048261125,0.000085072825,0.045234427],"genre_scores_gemma":[0.95995146,0.00004136051,0.00003897548,0.007886844,0.010338071,0.000068053414,0.000038216236,0.000035160534,0.021601833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985855,0.00014178551,0.0004841098,0.00028754934,0.000067150664,0.00043391227],"domain_scores_gemma":[0.99944925,0.00018341986,0.00014678376,0.000109983266,0.000026225907,0.000084313695],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034057084,0.00016673836,0.0003168382,0.00008502452,0.0018173738,0.000020263189,0.00010441853,0.00026830944,0.0006456906],"category_scores_gemma":[0.000044867327,0.00015441525,0.0000579162,0.000059470534,0.000051756422,0.00016526322,0.00024807383,0.00036748228,0.00058081147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006918157,0.000014683977,0.15913913,0.0000060795314,0.000015171269,0.0000010460768,0.00041087676,0.0000020117723,0.000042701206,0.004389277,0.82930195,0.006607898],"study_design_scores_gemma":[0.0019154957,0.000082150866,0.11027996,0.00003698642,0.000023787437,4.7844014e-7,0.0005709465,0.000014728252,0.000030260602,0.004779471,0.8820317,0.00023406262],"about_ca_topic_score_codex":0.002677881,"about_ca_topic_score_gemma":0.00067368645,"teacher_disagreement_score":0.09761224,"about_ca_system_score_codex":0.00016560926,"about_ca_system_score_gemma":0.00007543776,"threshold_uncertainty_score":0.9994821},"labels":[],"label_agreement":null},{"id":"W2071814358","doi":"10.7202/008268ar","title":"La vie quotidienne des sans-emploi : des formes communes de résistance, au-delà des frontières","year":2004,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06516671483537555,"score_gpt":0.3734962089500961,"score_spread":0.30832949411472055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071814358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8642177,0.06941799,0.002883287,0.011935922,0.00091410684,0.0011216274,0.00025193515,0.0005030337,0.04875438],"genre_scores_gemma":[0.9029561,0.06519174,0.022551656,0.0007849686,0.0012244907,0.00033446986,0.00006187098,0.00017490638,0.0067197853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99254626,0.0028242748,0.0013003711,0.000629097,0.00044572318,0.0022542682],"domain_scores_gemma":[0.9956025,0.0022286498,0.0005932838,0.00050213863,0.00067708996,0.00039636137],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0021782657,0.0008870343,0.0011737561,0.00020422872,0.007815945,0.00014758902,0.0006688204,0.001212954,0.00036697308],"category_scores_gemma":[0.0011784221,0.00085467455,0.00045802744,0.00051085773,0.008206544,0.000982688,0.00054776936,0.0013488363,0.00015726985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015523257,0.00074731075,0.19682571,0.00255599,0.00052397524,0.000037135032,0.4996088,0.000018712619,0.00021535732,0.27356106,0.008941874,0.016808819],"study_design_scores_gemma":[0.002070318,0.0005418502,0.18997887,0.0055538276,0.00040179855,0.0000125592505,0.39782652,0.000004648244,0.0012966949,0.32263264,0.07856099,0.001119278],"about_ca_topic_score_codex":0.03723793,"about_ca_topic_score_gemma":0.5307958,"teacher_disagreement_score":0.49355787,"about_ca_system_score_codex":0.0030529036,"about_ca_system_score_gemma":0.0064504016,"threshold_uncertainty_score":0.9993904},"labels":[],"label_agreement":null},{"id":"W2071937614","doi":"10.4236/tel.2015.51011","title":"Income Disparities: The Case of Unskilled Workers in Canada (1996-2010)","year":2015,"lang":"en","type":"article","venue":"Theoretical Economics Letters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Canadian Industrial Relations Association; Université du Québec en Outaouais","funders":"","keywords":"Workforce; Categorical variable; Disadvantage; Demographic economics; Economics; Welfare; Inequality; Labour economics; Population; Economic growth; Political science; Sociology; Demography","score_opus":0.027792050849966117,"score_gpt":0.3040368257405123,"score_spread":0.27624477489054616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071937614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9351206,0.000041172072,0.000018788292,0.059605088,0.0007842223,0.0003286285,0.000028678774,0.000011812901,0.004061023],"genre_scores_gemma":[0.99295974,0.00002020133,0.000030632615,0.006752332,0.00008616191,0.000053475997,0.0000041284475,0.000018722292,0.00007460357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845976,0.00033671857,0.0005416534,0.00017149463,0.000056728317,0.00043362073],"domain_scores_gemma":[0.9980204,0.0013801472,0.00013220898,0.0003046932,0.000031090844,0.00013144902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008433161,0.0001394896,0.00033366407,0.000047152178,0.0001704676,0.000004884581,0.00021602672,0.00005812944,0.00014041836],"category_scores_gemma":[0.00020296861,0.0000980679,0.000042457203,0.00008135962,0.0005262086,0.000047778605,0.00018090161,0.00038015662,0.000020153444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011047859,0.000012498102,0.6065469,0.000029832292,0.000042396263,0.00008165991,0.0017906221,0.00016285518,0.0000020726877,0.38262635,0.008471234,0.00012308195],"study_design_scores_gemma":[0.012954458,0.00030213984,0.44524667,0.00086297875,0.00024332924,0.00012213671,0.17173369,0.00465975,0.00006205148,0.3524836,0.009218847,0.0021103472],"about_ca_topic_score_codex":0.80311435,"about_ca_topic_score_gemma":0.920074,"teacher_disagreement_score":0.16994306,"about_ca_system_score_codex":0.0006833456,"about_ca_system_score_gemma":0.00061866175,"threshold_uncertainty_score":0.39990932},"labels":[],"label_agreement":null},{"id":"W2072188092","doi":"10.2466/pr0.2000.87.1.55","title":"Job Insecurity in a Sample of Canadian Civil Servants as a Function of Personality and Perceived Job Characteristics","year":2000,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Civil servants; Psychology; Sample (material); Personality; Job insecurity; Function (biology); Social psychology; Applied psychology; Political science; Work (physics)","score_opus":0.09045624927770149,"score_gpt":0.40096583727199175,"score_spread":0.3105095879942903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072188092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702661,0.000083369465,0.0000012381022,0.0009827805,0.00018923431,0.00034675546,0.000049040427,0.000017562572,0.028063936],"genre_scores_gemma":[0.99828637,0.00042003294,0.000032376513,0.0006903757,0.000048403585,0.000034449582,0.000018331348,0.000006757116,0.0004628823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982909,0.00022435281,0.0006962706,0.00030102287,0.00017421288,0.00031322465],"domain_scores_gemma":[0.99909914,0.0001931248,0.00022356086,0.00021982474,0.00010812858,0.00015623396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006842554,0.00011875965,0.00037515227,0.00012892405,0.00017006605,0.0000024740239,0.000047795336,0.00018784527,0.00374387],"category_scores_gemma":[0.0006013798,0.00009508226,0.000047845744,0.00025394288,0.00011612503,0.000047095946,0.000027229295,0.00029339598,0.000008507246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013539172,0.00008776359,0.99187386,0.00006966411,0.000014365521,0.000047200185,0.0027574452,5.3963284e-8,0.000107175,0.00012325056,0.00074234547,0.004041491],"study_design_scores_gemma":[0.00027300994,0.00017665711,0.9883747,0.00010448574,0.000014015848,0.00000892195,0.0003336601,9.910966e-7,7.185328e-7,0.0035610439,0.0070655406,0.00008623188],"about_ca_topic_score_codex":0.16475438,"about_ca_topic_score_gemma":0.19039218,"teacher_disagreement_score":0.02802031,"about_ca_system_score_codex":0.000047641828,"about_ca_system_score_gemma":0.00007063375,"threshold_uncertainty_score":0.9971669},"labels":[],"label_agreement":null},{"id":"W2074158226","doi":"10.1108/ccm-05-2012-0040","title":"The legitimacy of absenteeism from work: a nine nation exploratory study","year":2013,"lang":"en","type":"article","venue":"Cross Cultural Management An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Legitimacy; Absenteeism; Social psychology; Originality; Value (mathematics); Public relations; Psychology; Political science","score_opus":0.10007096598335492,"score_gpt":0.4457676354749314,"score_spread":0.3456966694915765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074158226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822992,0.000109846325,0.00007805992,0.0036100938,0.0030751566,0.0007675709,0.000008466018,0.000042574804,0.010009042],"genre_scores_gemma":[0.9839547,0.00027820515,0.0000925415,0.00032990088,0.0011947596,0.0001982357,0.000034423938,0.000014500538,0.0139026875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793845,0.00023335467,0.00067528087,0.00018305944,0.00069115363,0.00027866766],"domain_scores_gemma":[0.99791294,0.00012582765,0.00046405426,0.0001737733,0.0012478257,0.00007559841],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004977886,0.00015319271,0.00015345369,0.00008482441,0.0014006987,0.0003452217,0.00067704724,0.000038570415,0.0012405924],"category_scores_gemma":[0.00006590131,0.00009091081,0.00008726337,0.000107653796,0.000127321,0.0013784122,0.00034578625,0.00035328936,0.00025300455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022928887,0.00038563125,0.88729835,0.000011372338,0.0012411027,0.000027239677,0.018789541,0.000034000623,0.00011000829,0.0053798817,0.06493888,0.021554725],"study_design_scores_gemma":[0.0019124589,0.00008563598,0.9138751,0.00011321136,0.0000371295,8.9899385e-7,0.048812486,0.000032517397,0.000010937951,0.0025810197,0.03240367,0.00013491177],"about_ca_topic_score_codex":0.00029743815,"about_ca_topic_score_gemma":0.00014377848,"teacher_disagreement_score":0.03253521,"about_ca_system_score_codex":0.000145753,"about_ca_system_score_gemma":0.000017596123,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W2074647149","doi":"10.1080/13557858.2013.848843","title":"Racialized and gendered disparities in occupational exposures among Chinese and white workers in Toronto","year":2013,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Workplace Safety and Insurance Board; Lupina Foundation","keywords":"Confounding; Poisson regression; Demography; Medicine; Population; Gerontology; Environmental health; Sociology","score_opus":0.07682322877339624,"score_gpt":0.44261989116815675,"score_spread":0.3657966623947605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074647149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818114,0.005766979,0.000010312439,0.010324102,0.00011149733,0.00075308257,0.00000939771,0.000024809195,0.001188396],"genre_scores_gemma":[0.9933896,0.00419067,0.00009638651,0.001540695,0.00007760536,0.00016101076,0.000011678284,0.000008717478,0.00052361767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853456,0.00034846834,0.00041305347,0.00022200038,0.00011142638,0.00037051074],"domain_scores_gemma":[0.99944234,0.00021195822,0.00010572187,0.00007831836,0.00003188181,0.00012979777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007190573,0.00013306411,0.00033577104,0.000059585473,0.0004756442,0.000014281641,0.00003508414,0.00011254671,0.00015822478],"category_scores_gemma":[0.00006686502,0.00010708229,0.000012852381,0.00007445423,0.00012367684,0.00028156064,0.00010508812,0.0002846483,0.0000017617857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056807825,0.000025458126,0.9784968,0.00023832847,0.0000066901216,5.434394e-7,0.017023915,3.9592933e-7,0.0000013807187,0.00047388943,0.0021864465,0.0014893315],"study_design_scores_gemma":[0.0012209228,0.000054327218,0.9880278,0.00017611306,0.0000017954919,2.0064796e-7,0.008791158,0.000046683326,7.038234e-8,0.001472519,0.000107999396,0.000100390156],"about_ca_topic_score_codex":0.25454044,"about_ca_topic_score_gemma":0.5727325,"teacher_disagreement_score":0.31819206,"about_ca_system_score_codex":0.00013235891,"about_ca_system_score_gemma":0.00009782982,"threshold_uncertainty_score":0.7504236},"labels":[],"label_agreement":null},{"id":"W2074842756","doi":"10.1177/2158244015575639","title":"Racialized Precarious Employment and the Inadequacies of the Canadian Welfare State","year":2015,"lang":"en","type":"article","venue":"SAGE Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Neoliberalism (international relations); Workforce; Welfare state; Scholarship; Sociology; Welfare; State (computer science); Power (physics); Inequality; Political economy; Racism; Labour economics; Political science; Economics; Gender studies; Economic growth; Politics; Law","score_opus":0.08233134823118095,"score_gpt":0.39975293823416,"score_spread":0.3174215900029791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074842756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45214388,0.0033494008,0.000005335211,0.26933545,0.0017306807,0.008479799,0.0002109833,0.000046474015,0.26469797],"genre_scores_gemma":[0.97447973,0.00007299042,0.000015000183,0.0014407295,0.000039961742,0.0002553427,0.000003954429,0.000013891838,0.023678405],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983822,0.00065747293,0.00028990585,0.00014004234,0.00020852449,0.00032187096],"domain_scores_gemma":[0.99912715,0.00012394319,0.00015702476,0.00033544042,0.00012375253,0.00013267844],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012547814,0.00011065172,0.0002633863,0.000029848437,0.0017296732,0.000039542156,0.0005067288,0.000055026347,0.00013246291],"category_scores_gemma":[0.00024290451,0.000053830434,0.000035219968,0.00013693812,0.0002798282,0.00009422317,0.0008469033,0.00022801748,0.000016703716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008252111,0.00004697916,0.5260762,0.00012871505,0.00035511574,0.000008762387,0.31840968,0.0000112577745,0.000009191503,0.046808638,0.08637096,0.02094932],"study_design_scores_gemma":[0.004962301,0.000054816435,0.16175467,0.0001553626,0.00005675731,5.661559e-7,0.00838031,0.0000059740246,0.000018049846,0.009673401,0.814791,0.00014676612],"about_ca_topic_score_codex":0.61508465,"about_ca_topic_score_gemma":0.9181972,"teacher_disagreement_score":0.7284201,"about_ca_system_score_codex":0.00014076475,"about_ca_system_score_gemma":0.00054689584,"threshold_uncertainty_score":0.99956995},"labels":[],"label_agreement":null},{"id":"W2075326522","doi":"10.12927/cjnl.2004.17019","title":"Investing Relational Energy: The Hallmark of Resonant Leadership","year":2004,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Layoff; Restructuring; Energy (signal processing); Psychology; Nursing; Investment (military); Leadership studies; Business; Leadership style; Medicine; Social psychology; Political science; Politics; Finance; Economic growth","score_opus":0.5327168261272475,"score_gpt":0.4042514017803371,"score_spread":0.12846542434691038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075326522","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087619595,0.009762808,0.0033927844,0.76970303,0.0027810636,0.0008992616,0.000014659072,0.00045406283,0.12537271],"genre_scores_gemma":[0.98919916,0.000015581407,0.00052345375,0.0040510106,0.00060751266,0.00003524812,0.000013730691,0.000034293564,0.0055199927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99777323,0.0004136883,0.0004942683,0.00024891197,0.0004139593,0.0006559265],"domain_scores_gemma":[0.99832165,0.00091414875,0.0002654217,0.00028174493,0.00013764348,0.000079382735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008534524,0.00017739391,0.00023776361,0.0000986949,0.0011941134,0.00000654241,0.00021586273,0.0001875303,0.00007125672],"category_scores_gemma":[0.0005115602,0.00012725589,0.0000937471,0.00030948466,0.0005513075,0.00011532471,0.000030118306,0.0005936162,0.000045194814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022293354,0.00020168393,0.08137878,0.00043476615,0.00012175277,0.000007587179,0.114411406,0.00015580203,0.00090497965,0.75624925,0.029628653,0.01628238],"study_design_scores_gemma":[0.004493542,0.00037643826,0.4389706,0.013082268,0.00025176327,0.000013451979,0.382864,0.000100023375,0.000711385,0.12110716,0.037118968,0.00091039564],"about_ca_topic_score_codex":0.00032805098,"about_ca_topic_score_gemma":0.00022873569,"teacher_disagreement_score":0.90157956,"about_ca_system_score_codex":0.00025085168,"about_ca_system_score_gemma":0.0002613285,"threshold_uncertainty_score":0.9184275},"labels":[],"label_agreement":null},{"id":"W2075369993","doi":"10.2307/3552361","title":"Do We Know Where We Are Going? The New Social Policy in Canada","year":2005,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human capital; Restructuring; Poverty; Social security; Economics; Redistribution (election); Economic inequality; Investment (military); Public policy; Redistribution of income and wealth; Inequality; Public economics; Political science; Economic growth; Market economy; Finance","score_opus":0.04438350548725208,"score_gpt":0.3607440847042751,"score_spread":0.31636057921702304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075369993","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015188439,0.006340031,5.3770236e-7,0.9257722,0.00031943407,0.0004662458,0.00021151952,0.000044489312,0.051657118],"genre_scores_gemma":[0.8882592,0.0033304496,0.000008001475,0.0423632,0.012402537,0.00012207427,0.000012864296,0.00006302663,0.053438667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673486,0.00029339615,0.0004694372,0.00030203568,0.0002794769,0.0019208146],"domain_scores_gemma":[0.9981164,0.00015320042,0.00017968644,0.00037512174,0.00010036836,0.0010752617],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028658405,0.00026949466,0.00033958443,0.0006564363,0.0018464542,0.00005193881,0.0005924017,0.00018895876,0.0009976523],"category_scores_gemma":[0.00048019478,0.00021829683,0.00007197967,0.0013113575,0.000086251464,0.00019964128,0.00013851305,0.00076410704,0.00030565742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000021822063,0.0000046130904,0.06502827,0.000034702418,0.00002428957,0.0000070733704,0.0038921614,6.331785e-7,3.0142706e-7,0.06252594,0.77255946,0.095920384],"study_design_scores_gemma":[0.00045739225,0.0000054703232,0.09216156,0.00012691789,0.0000051027123,0.0000012583907,0.0039428757,0.000005821144,2.3571697e-7,0.0014040105,0.9016857,0.00020363333],"about_ca_topic_score_codex":0.9996807,"about_ca_topic_score_gemma":0.99999475,"teacher_disagreement_score":0.88340896,"about_ca_system_score_codex":0.0121970745,"about_ca_system_score_gemma":0.0959547,"threshold_uncertainty_score":0.9999156},"labels":[],"label_agreement":null},{"id":"W2077053097","doi":"10.1111/j.1468-246x.2008.01321.x","title":"Lone mothers, workfare and precarious employment: Time for a Canadian Basic Income?","year":2008,"lang":"en","type":"article","venue":"International Social Security Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Workfare; Basic income; Context (archaeology); Social security; Income Support; Labour economics; Economics; Political science; Sociology; Welfare; Geography; Market economy; Macroeconomics","score_opus":0.045382292068701285,"score_gpt":0.38456024598015925,"score_spread":0.339177953911458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077053097","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24469256,0.25925767,0.00005994347,0.36588717,0.003401814,0.012134485,0.0023213783,0.00046280157,0.11178217],"genre_scores_gemma":[0.8501775,0.09910924,0.00013123461,0.025124805,0.0027405047,0.0017029921,0.00049681606,0.000099278484,0.020417584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987402,0.00013154992,0.00036608215,0.00021671475,0.00021316356,0.00033229598],"domain_scores_gemma":[0.9992645,0.00014677718,0.00014632838,0.00008186061,0.00023135662,0.00012921385],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031726845,0.0001472778,0.00034242307,0.00005714655,0.0014353644,0.000007654573,0.00017503843,0.00010742187,0.0010545985],"category_scores_gemma":[0.00015760881,0.00013724917,0.000110408415,0.00010468883,0.000079688136,0.00008912284,0.00008606803,0.00021026423,0.0001455103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007778128,0.00013671516,0.27013773,0.0028663818,0.0007543383,0.000025239491,0.032551937,1.0348193e-7,0.000004790924,0.020397088,0.6461821,0.02686574],"study_design_scores_gemma":[0.00051582465,0.00002685976,0.028360737,0.0013055406,0.000046718334,0.0000024263438,0.000066280685,0.000006049395,3.611932e-7,0.00275249,0.96674865,0.00016808572],"about_ca_topic_score_codex":0.021897076,"about_ca_topic_score_gemma":0.04344379,"teacher_disagreement_score":0.60548496,"about_ca_system_score_codex":0.0003255721,"about_ca_system_score_gemma":0.00019186249,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W2077357276","doi":"10.1086/653542","title":"Falling Short of the Promise: Poverty Vulnerability in the United States and Britain, 1993–2003","year":2010,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto","funders":"Economic and Social Research Council; Canadian Institutes of Health Research","keywords":"Poverty; Vulnerability (computing); Falling (accident); Welfare; Development economics; Welfare state; Economics; Welfare reform; Safety net; Demographic economics; Political science; Economic growth; Environmental health; Medicine; Law","score_opus":0.032834849683653175,"score_gpt":0.3867542574537979,"score_spread":0.3539194077701447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077357276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98109645,0.00012065673,0.000011049634,0.018095158,0.00027215594,0.00021895987,0.0000065501977,0.0000033715926,0.00017564661],"genre_scores_gemma":[0.99606454,0.00029330197,0.0000934104,0.0033961607,0.000108892345,0.000008772733,0.0000018337352,0.000006260875,0.000026825066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978234,0.0012304565,0.0005051421,0.0000858061,0.00012226416,0.00023289389],"domain_scores_gemma":[0.9979333,0.0011586228,0.00041673423,0.00014368087,0.00031289298,0.0000347436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966446,0.00008538575,0.00033630567,0.00005342374,0.00032630266,0.0000018973979,0.00022955456,0.000064253865,0.00002169824],"category_scores_gemma":[0.00072813546,0.00004130278,0.00005057227,0.00024652353,0.0013144378,0.000035372075,0.000072585164,0.0012350956,4.9136526e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054381646,0.000040485964,0.9707659,0.000016173579,0.00004307773,0.0000016795768,0.024743745,0.000003928529,0.0004278682,0.0005840302,0.0016721843,0.0016465273],"study_design_scores_gemma":[0.00035360048,0.00029387706,0.94362044,0.000036790752,0.000027427102,0.0000086609,0.047271155,0.000014535129,0.000012618694,0.003766422,0.0045365193,0.000057973197],"about_ca_topic_score_codex":0.0011836432,"about_ca_topic_score_gemma":0.00045312426,"teacher_disagreement_score":0.027145496,"about_ca_system_score_codex":0.000026833359,"about_ca_system_score_gemma":0.00013039992,"threshold_uncertainty_score":0.5365944},"labels":[],"label_agreement":null},{"id":"W2077934398","doi":"10.1111/j.1564-913x.2012.00135.x","title":"Job quality in Quebec and the United Kingdom: Trends by sex and family status, 1998–2008","year":2012,"lang":"en","type":"article","venue":"International Labour Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Typology; Demographic economics; Work (physics); Kingdom; Quality (philosophy); Parental leave; Family Leave; Psychology; Political science; Demography; Economic growth; Sociology; Economics; Engineering","score_opus":0.10265682255116021,"score_gpt":0.45570813516569253,"score_spread":0.3530513126145323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077934398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7628833,0.18559855,0.000008898507,0.039802447,0.00054622616,0.0005421155,0.0002336678,0.000040808503,0.010343988],"genre_scores_gemma":[0.76908934,0.184448,0.00003280617,0.018616747,0.00026349374,0.00021735382,0.0001954476,0.00001892352,0.027117914],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981457,0.00072524755,0.0004888355,0.0001381768,0.00021774652,0.00028427082],"domain_scores_gemma":[0.9989757,0.0005827569,0.00018037054,0.00011607208,0.00007177693,0.00007332205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015201117,0.00012503202,0.00030922773,0.000079583486,0.000207897,0.000012356599,0.000110981026,0.000048196984,0.00018579024],"category_scores_gemma":[0.0002668336,0.000076836084,0.000034790653,0.00019173078,0.00010997493,0.00014854143,0.00015566459,0.00026626475,0.000029209139],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028960203,0.000035483885,0.8275762,0.00052822684,0.00006719605,6.6925116e-7,0.0015225193,2.6486408e-8,0.0000039295187,0.11900855,0.038546573,0.0126816435],"study_design_scores_gemma":[0.00065623695,0.000003587031,0.34721857,0.0006467689,0.000013375835,3.9374183e-7,0.000128925,0.0000015133771,1.6708304e-7,0.0002012058,0.6510708,0.000058465233],"about_ca_topic_score_codex":0.06138534,"about_ca_topic_score_gemma":0.0061685946,"teacher_disagreement_score":0.6125242,"about_ca_system_score_codex":0.00007931837,"about_ca_system_score_gemma":0.000028034354,"threshold_uncertainty_score":0.944865},"labels":[],"label_agreement":null},{"id":"W2078887520","doi":"10.1016/j.socscimed.2010.09.038","title":"Employment relations, social class and health: A review and analysis of conceptual and measurement alternatives","year":2010,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social class; Social stratification; Sociology; Industrial relations; Empirical research; Social inequality; Social determinants of health; Inequality; Economics; Economic growth; Social science; Health care","score_opus":0.28858676699735375,"score_gpt":0.5331476335384188,"score_spread":0.24456086654106501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078887520","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019635186,0.978676,0.00000851362,0.017815722,0.0002467498,0.0015162935,0.000054139316,0.000021159693,0.0014650644],"genre_scores_gemma":[0.00068899617,0.9973284,0.0000074219215,0.0011755117,0.00038278042,0.0001445459,0.000026524574,0.000013433441,0.00023237558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624187,0.00057884946,0.0011590482,0.0005332441,0.0010256466,0.00046135674],"domain_scores_gemma":[0.9977684,0.0002588173,0.0012179393,0.00013674393,0.0004192384,0.0001988815],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006115919,0.00030502465,0.0027847036,0.00038664474,0.0023347633,0.0000067273563,0.0001969708,0.0001867859,0.0001017879],"category_scores_gemma":[0.00055530266,0.00020467535,0.00012320944,0.0013953741,0.004564733,0.00009938547,0.0002327305,0.00068233925,0.000001199308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003288748,0.000034591434,0.008238632,0.015064433,0.00079767226,7.849289e-7,0.05600932,1.4128568e-9,0.0000015679859,0.013511179,0.009416353,0.8969222],"study_design_scores_gemma":[0.00039213005,0.00012234373,0.013432484,0.014389886,0.0061145592,5.2235805e-7,0.0028868152,4.7074988e-7,1.8655735e-8,0.00016166054,0.9622844,0.00021474436],"about_ca_topic_score_codex":0.0005035915,"about_ca_topic_score_gemma":0.00048377007,"teacher_disagreement_score":0.952868,"about_ca_system_score_codex":0.00030305752,"about_ca_system_score_gemma":0.0008119254,"threshold_uncertainty_score":0.9989641},"labels":[],"label_agreement":null},{"id":"W2078902366","doi":"10.1111/j.1085-9489.2004.01e04.x","title":"The influence of the ‘spaces of everyday life’ on pregnancy health","year":2004,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Everyday life; Pregnancy; Work (physics); Workspace; Psychology; Longitudinal study; Gerontology; Medicine; Developmental psychology; Political science","score_opus":0.016811713095460416,"score_gpt":0.2808082070000097,"score_spread":0.26399649390454927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078902366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95996845,0.008072967,2.529025e-7,0.027658157,0.0009491796,0.0011743497,0.00027245563,0.000043133485,0.0018610451],"genre_scores_gemma":[0.98965853,0.007633461,0.0000107534315,0.0019175359,0.000069050904,0.00018392935,0.0000067792507,0.00003593126,0.0004840296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966868,0.00031420615,0.00086302194,0.00035960745,0.00038852022,0.0013878563],"domain_scores_gemma":[0.9967327,0.0005840679,0.0006768215,0.00092602224,0.00041059914,0.00066979893],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00048074228,0.0003487358,0.0005284786,0.0011212757,0.003779195,0.000016848824,0.00089647353,0.00015770333,0.000014802519],"category_scores_gemma":[0.0005402297,0.00021414328,0.00032995667,0.003603942,0.0026155338,0.00012268814,0.00011655466,0.00048935384,0.0000043729256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040277435,0.000032910288,0.87917155,0.00038277256,0.0003427205,0.000004711001,0.010501223,0.0002961964,0.000016309228,0.09667014,0.010557275,0.0019838805],"study_design_scores_gemma":[0.00056054536,0.0002904671,0.9314358,0.001731732,0.00003933894,0.0000013116397,0.024445519,2.0893509e-7,0.000020566875,0.0052721016,0.03594055,0.00026180915],"about_ca_topic_score_codex":0.813109,"about_ca_topic_score_gemma":0.9931457,"teacher_disagreement_score":0.18003671,"about_ca_system_score_codex":0.00015687097,"about_ca_system_score_gemma":0.0015762271,"threshold_uncertainty_score":0.99751776},"labels":[],"label_agreement":null},{"id":"W2078902533","doi":"10.1111/j.1755-618x.2000.tb01261.x","title":"Self‐Employment as a Response to the Double Day for Women and Men in Canada*","year":2000,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sociology; Humanities; Paid work; Child care; Political science; Gender studies; Working hours; Art; Labour economics; Nursing; Economics; Medicine","score_opus":0.05554741450531016,"score_gpt":0.34154134383277945,"score_spread":0.2859939293274693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078902533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58633363,0.106288925,6.313919e-7,0.3003534,0.0005983983,0.0033657935,0.0008333937,0.000015760023,0.0022100352],"genre_scores_gemma":[0.72640955,0.15957277,0.00018550215,0.07755323,0.00062248536,0.004928321,0.00010184051,0.00011391795,0.030512376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916622,0.00290016,0.0011816071,0.0007213495,0.00008670683,0.003447959],"domain_scores_gemma":[0.9937476,0.0033380499,0.0002937281,0.0006538467,0.00026254708,0.0017042633],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009144004,0.0005041536,0.0014156011,0.00017015019,0.0010425412,0.0000074432796,0.00072639564,0.00061905774,0.0014708368],"category_scores_gemma":[0.002057268,0.00044407812,0.00016831927,0.0003469688,0.00068297144,0.000066475775,0.00011579628,0.0009992734,0.00006596704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006506552,0.00006201079,0.13162886,0.016097767,0.0007731356,0.00023264851,0.2825087,0.000031043473,0.000012390815,0.013425521,0.51410383,0.04047345],"study_design_scores_gemma":[0.0010989298,0.00045866633,0.13714913,0.0036253799,0.00011257726,0.00001199915,0.044148553,0.000015248806,5.6805504e-7,0.003967762,0.80895305,0.0004581447],"about_ca_topic_score_codex":0.9820348,"about_ca_topic_score_gemma":0.99916714,"teacher_disagreement_score":0.29484925,"about_ca_system_score_codex":0.020388406,"about_ca_system_score_gemma":0.020014223,"threshold_uncertainty_score":0.9998011},"labels":[],"label_agreement":null},{"id":"W2078941917","doi":"10.5539/ijbm.v7n2p200","title":"Quality and Inequality of Jobs Created in MENA Region: The Case of Labor Market in Jordan","year":2012,"lang":"en","type":"article","venue":"International Journal of Business and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Underemployment; Earnings; Demographic economics; Index (typography); Labour economics; Salary; Wage; Quality (philosophy); Inequality; Social security; Business; Economics; Unemployment; Economic growth; Mathematics","score_opus":0.09390676201797027,"score_gpt":0.4292982798610924,"score_spread":0.33539151784312216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078941917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98655087,0.0007572186,0.00007708668,0.010068858,0.00033409486,0.00017744054,0.000007963924,0.0000014125155,0.0020250848],"genre_scores_gemma":[0.99705046,0.002366301,0.000064779,0.0002508942,0.00008228856,0.0000082542065,0.000001002327,0.0000036485128,0.00017235478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867326,0.00026799808,0.0007118246,0.000058529407,0.00017538508,0.00011301001],"domain_scores_gemma":[0.99879324,0.00021596754,0.00051397143,0.000070663,0.00037970894,0.000026472342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001762432,0.00006761164,0.00022168049,0.00017630556,0.000046518704,0.0000042351617,0.000095618445,0.00002736296,0.000033857326],"category_scores_gemma":[0.00011585256,0.00004333935,0.000021097774,0.00015868906,0.00006136729,0.0001540237,0.00017868601,0.00011169074,1.3918964e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035524205,0.00016835894,0.96901715,0.00034355855,0.00014059986,0.00013760406,0.0025810397,0.0000045865518,0.00001002701,0.019787647,0.0011204723,0.0063337213],"study_design_scores_gemma":[0.0012571953,0.000015907759,0.990196,0.0003810649,0.000018990846,0.000024560417,0.0043652407,0.000008479482,0.000004486105,0.0012534766,0.0024330057,0.00004161041],"about_ca_topic_score_codex":0.0017730113,"about_ca_topic_score_gemma":0.00091546867,"teacher_disagreement_score":0.02117884,"about_ca_system_score_codex":0.000041749645,"about_ca_system_score_gemma":0.00001593961,"threshold_uncertainty_score":0.26802745},"labels":[],"label_agreement":null},{"id":"W2079496921","doi":"10.1007/s11205-007-9203-6","title":"Introduction to the Special Issue on Pathways from Casual Work to Economic Security: Canadian and International Perspectives","year":2007,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"Human Resources and Skills Development Canada; Australian Government","keywords":"Casual; Human geography; Quality of Life Research; Public health; Work (physics); Health economics; Sociology; Political science; Social science; Medicine; Engineering","score_opus":0.08687190133933444,"score_gpt":0.46585642188675935,"score_spread":0.37898452054742493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079496921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7316539,0.00003302605,0.0000011738776,0.23131663,0.0017818611,0.0006266155,0.00011547576,0.00001885496,0.03445246],"genre_scores_gemma":[0.90327746,0.00003375827,0.0000084532185,0.00078032265,0.092741854,0.00007867689,0.000021341286,0.000018374769,0.0030397782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801016,0.00034509192,0.00021963163,0.00037699845,0.0003729049,0.0006751964],"domain_scores_gemma":[0.9989642,0.0003945493,0.000041207564,0.00014249606,0.0001291041,0.00032847072],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022018917,0.0001061671,0.00014238482,0.0006291319,0.00282851,0.00004342277,0.00027722496,0.00014528472,0.0023798528],"category_scores_gemma":[0.00040339155,0.000088092725,0.000031524818,0.00044459305,0.00016902878,0.000052486484,0.00024347175,0.00085572276,0.0018253421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017489455,0.00002046778,0.052434117,0.0000023427633,0.000056598547,0.0000037906163,0.1950022,2.9618997e-7,0.0000044724984,0.011639105,0.72503287,0.015628826],"study_design_scores_gemma":[0.00012965241,0.000056532586,0.20300806,0.000010094858,0.0000026115704,5.8009714e-8,0.08223603,1.9175104e-7,0.000011341765,0.0010875727,0.71338195,0.00007593453],"about_ca_topic_score_codex":0.06681447,"about_ca_topic_score_gemma":0.39215693,"teacher_disagreement_score":0.32534245,"about_ca_system_score_codex":0.0016734212,"about_ca_system_score_gemma":0.00037980836,"threshold_uncertainty_score":0.99895185},"labels":[],"label_agreement":null},{"id":"W2079729825","doi":"10.2307/3552165","title":"Ten Key Ingredients of Labour Policy for the New World of Work","year":2002,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Work (physics); Labour economics; Business; Economics; Computer science; Engineering; Computer security; Mechanical engineering","score_opus":0.0880991880801979,"score_gpt":0.37839678460498727,"score_spread":0.29029759652478937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079729825","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050515514,0.0015817508,0.000028016886,0.8096194,0.0008061016,0.0017025385,0.00075802713,0.0000652592,0.13492337],"genre_scores_gemma":[0.8504388,0.0001097929,0.00005515364,0.007815042,0.0018670746,0.00009274924,0.00000870589,0.000029698396,0.13958302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817556,0.00008582158,0.00045960685,0.0001626829,0.00016480936,0.0009514982],"domain_scores_gemma":[0.9980996,0.00041086428,0.00023891266,0.00040994302,0.00025018165,0.000590487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030385674,0.0001493129,0.00028965663,0.0009920164,0.0006779711,0.000010751723,0.0004547974,0.000102434096,0.0007671728],"category_scores_gemma":[0.0016073207,0.00011098911,0.00010208212,0.0018343956,0.0001353604,0.00009886054,0.00009107419,0.00021644008,0.00005133887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005467783,0.000013362925,0.10461555,0.00007113573,0.000084791995,3.1009503e-7,0.0035073091,4.3686208e-7,0.0000017903361,0.29192623,0.5804424,0.019331204],"study_design_scores_gemma":[0.0005358527,0.00002502426,0.11342561,0.00007020337,0.000012307692,1.5230317e-7,0.0003476772,0.000005118707,0.0000031306,0.0026328678,0.88284993,0.00009214535],"about_ca_topic_score_codex":0.5895508,"about_ca_topic_score_gemma":0.5886772,"teacher_disagreement_score":0.80180436,"about_ca_system_score_codex":0.0005215935,"about_ca_system_score_gemma":0.0030103095,"threshold_uncertainty_score":0.84000045},"labels":[],"label_agreement":null},{"id":"W2079744365","doi":"10.7202/1000017ar","title":"Les protections sociales des travailleurs dans le cas des licenciements collectifs au Québec","year":2010,"lang":"fr","type":"article","venue":"Revue multidisciplinaire sur l emploi le syndicalisme et le travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.10383089097298638,"score_gpt":0.3773977925007305,"score_spread":0.27356690152774416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079744365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913568,0.0036396,0.0017672883,0.06268988,0.0031095208,0.0034290762,0.00046719506,0.00070621615,0.01062322],"genre_scores_gemma":[0.9029773,0.0010548459,0.0016633086,0.00014391223,0.0013345013,0.0013013193,0.00009604109,0.00036339086,0.09106541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9898857,0.002920741,0.002067765,0.0016535473,0.000798809,0.0026734693],"domain_scores_gemma":[0.9947088,0.0015017738,0.0008693928,0.0010831879,0.0008078996,0.001028969],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0030464525,0.001274343,0.0015931077,0.0004645692,0.019006576,0.00018760524,0.0009828573,0.0015762409,0.00051029556],"category_scores_gemma":[0.0018934399,0.0013487181,0.000857258,0.0013755544,0.00770119,0.000934928,0.0007774426,0.0038891914,0.00038735347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022028088,0.0051005348,0.51103437,0.00462536,0.0010159119,0.00017602975,0.38716826,0.000051348386,0.006272087,0.013435683,0.009699015,0.061201077],"study_design_scores_gemma":[0.004108574,0.00045226613,0.9030024,0.002124142,0.0003582811,0.000102222104,0.054516967,0.00012749236,0.0007356163,0.0021946053,0.03071711,0.0015603421],"about_ca_topic_score_codex":0.82533735,"about_ca_topic_score_gemma":0.97714984,"teacher_disagreement_score":0.39196798,"about_ca_system_score_codex":0.0026840896,"about_ca_system_score_gemma":0.012275598,"threshold_uncertainty_score":0.9997199},"labels":[],"label_agreement":null},{"id":"W2080459437","doi":"10.1016/j.socscimed.2006.02.004","title":"The relationship between nonstandard working and mental health in a representative sample of the South Korean population","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Suicidal ideation; Socioeconomic status; Psychology; Gerontology; Depression (economics); Population; Occupational prestige; Public health; Demography; Medicine; Suicide prevention; Environmental health; Psychiatry; Poison control; Sociology","score_opus":0.11417793971649581,"score_gpt":0.464705960107423,"score_spread":0.3505280203909272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080459437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406474,0.00016914951,0.00003311065,0.055466045,0.00024492288,0.0005268603,0.000017264476,0.000010971627,0.0028842487],"genre_scores_gemma":[0.9993904,0.000009550719,0.000007747177,0.00015786437,0.0003050978,0.000011104219,0.000008917835,0.0000033208967,0.000105986896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985141,0.00031103005,0.00035994194,0.00014047677,0.0004024971,0.00027194511],"domain_scores_gemma":[0.99851656,0.0010448137,0.0002755941,0.000084479856,0.00004844632,0.000030134799],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002576524,0.000058571568,0.00015787838,0.0000538522,0.0041504456,0.0000046127184,0.00012276389,0.000028694476,0.000004515237],"category_scores_gemma":[0.00094233267,0.000030622792,0.00001656343,0.0007112938,0.0011145675,0.000058771075,0.00008555635,0.00020671365,2.305936e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007551559,0.0000023841337,0.9283528,0.000004514025,0.0000012547036,1.8883195e-8,0.054489627,9.383682e-8,0.00000422076,0.014603784,0.0009024779,0.0016313104],"study_design_scores_gemma":[0.00037778172,0.000019805082,0.962601,0.00016260786,0.0000037166494,2.8862855e-8,0.019139158,0.0000018946811,8.5714186e-7,0.017309047,0.0003566473,0.000027467564],"about_ca_topic_score_codex":0.011273759,"about_ca_topic_score_gemma":0.005421957,"teacher_disagreement_score":0.05874298,"about_ca_system_score_codex":0.0002021563,"about_ca_system_score_gemma":0.00013299621,"threshold_uncertainty_score":0.997146},"labels":[],"label_agreement":null},{"id":"W2080561998","doi":"10.15173/glj.v3i2.1120","title":"Unruly Entrepreneurs: Russian Worker Responses to Insecure Formal Employment","year":2012,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Governmentality; Ethnography; Normative; Sociology; Poverty; Work (physics); Identity (music); Precarious work; Informal sector; Political economy; Gender studies; Political science; Economic growth; Economics; Politics; Law","score_opus":0.04035872310268449,"score_gpt":0.392769701177956,"score_spread":0.3524109780752715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080561998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95289177,0.0018502009,0.00024711198,0.019493446,0.0037506896,0.0004615432,0.00012010384,0.00011946611,0.021065678],"genre_scores_gemma":[0.9824141,0.00017774173,0.00046489254,0.0062559443,0.0026970934,0.00004877595,0.0000051230645,0.000025652545,0.007910649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99627,0.0006234061,0.0006746704,0.00021034779,0.00054531224,0.0016762721],"domain_scores_gemma":[0.9983091,0.00013453669,0.0002653305,0.00027440555,0.00017515164,0.00084147666],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012400146,0.00028663056,0.00034078793,0.00011057641,0.0018920929,0.000052520423,0.00031291312,0.0001713913,0.0018677016],"category_scores_gemma":[0.00028082606,0.00021624801,0.00014412536,0.00040402054,0.00004190585,0.00055457256,0.0003944617,0.0007097516,0.0013890915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051407027,0.00011340278,0.89974844,0.000015310547,0.00010126919,0.000025067291,0.0036209808,0.0000025186491,0.000016583666,0.025126504,0.06649406,0.004221803],"study_design_scores_gemma":[0.0006515518,0.000110481946,0.6225449,0.00015625946,0.000030271987,0.000045083252,0.0013571612,1.8185436e-7,0.0000070499127,0.0012533893,0.3736691,0.000174604],"about_ca_topic_score_codex":0.00012817317,"about_ca_topic_score_gemma":0.00019911696,"teacher_disagreement_score":0.307175,"about_ca_system_score_codex":0.00048175707,"about_ca_system_score_gemma":0.00023034774,"threshold_uncertainty_score":0.9994073},"labels":[],"label_agreement":null},{"id":"W2080793504","doi":"10.1007/s12134-012-0234-8","title":"Nuancing Neoliberalism: Lessons Learned from a Failed Immigration Experiment","year":2012,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Neoliberalism (international relations); Governmentality; Immigration; Politics; Agency (philosophy); Political economy; Political science; Sociology; Social science; Law","score_opus":0.07776178309770643,"score_gpt":0.42282155774121355,"score_spread":0.3450597746435071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080793504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71559894,0.00087225606,0.18569249,0.0844151,0.0027129904,0.00053996255,0.00011354236,0.000115891395,0.009938828],"genre_scores_gemma":[0.9748344,0.0042081433,0.008090744,0.004589013,0.0026214966,0.00022215443,0.000579757,0.000055812427,0.0047984715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9951601,0.001438863,0.0018373608,0.00035836126,0.0007536359,0.00045169514],"domain_scores_gemma":[0.9942408,0.0016283743,0.0017582991,0.00023269266,0.0018592307,0.0002805537],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002970111,0.00042489445,0.0005008784,0.00072897144,0.00044915517,0.0002688802,0.000375559,0.00035395924,0.0010150718],"category_scores_gemma":[0.0020858266,0.0003723348,0.00026715038,0.0002872639,0.00012506857,0.002713485,0.00008690794,0.0010919895,0.000043899214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010973882,0.0009800359,0.27464488,0.000048406124,0.00069492386,0.000013575833,0.11108656,0.0004948052,0.16653991,0.37256074,0.049613144,0.022225631],"study_design_scores_gemma":[0.005426238,0.0007778077,0.44684532,0.002247508,0.000297847,0.00022906064,0.041096497,0.03278825,0.037221238,0.028130982,0.40365264,0.0012865951],"about_ca_topic_score_codex":0.0025707444,"about_ca_topic_score_gemma":0.005261223,"teacher_disagreement_score":0.35403952,"about_ca_system_score_codex":0.0012202365,"about_ca_system_score_gemma":0.0003866731,"threshold_uncertainty_score":0.99989814},"labels":[],"label_agreement":null},{"id":"W2080970904","doi":"10.1108/01443330310790651","title":"Nurse absenteeism, stress and workplace injury: what are the contributing factors and what can/should be done about it?","year":2003,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Toronto; Institute for Work & Health; Health Canada; Canadian Foundation for Healthcare Improvement; Canadian Institutes of Health Research","funders":"","keywords":"Absenteeism; Government (linguistics); Nursing; Health care; Public relations; Business; Human resource management; Human resources; Focus (optics); Psychology; Political science; Medicine; Economic growth; Social psychology; Economics","score_opus":0.06015050179655168,"score_gpt":0.44162151651025294,"score_spread":0.38147101471370126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080970904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79898894,0.0040555727,0.000006279541,0.19563094,0.0010444198,0.00010406115,0.000039197887,0.0000059826384,0.000124637],"genre_scores_gemma":[0.97291076,0.014594067,0.0000036636623,0.01086227,0.0013740617,0.000005340412,0.0000060626453,0.0000095553005,0.0002341981],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984882,0.0005006492,0.00039965572,0.00011615904,0.0001886085,0.00030676887],"domain_scores_gemma":[0.99823374,0.0007660243,0.0005412517,0.000037917544,0.0003498686,0.00007121449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068245904,0.00014488254,0.00031702578,0.00008949173,0.001236518,0.000087094784,0.00012416227,0.00024335945,0.000022396685],"category_scores_gemma":[0.00044007454,0.000095204516,0.000065184,0.000037178408,0.0006525547,0.00044286542,0.000084508116,0.0006897965,6.7518124e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001284459,0.00003535562,0.8317401,0.000024453597,0.0005239072,0.000009797192,0.11425565,3.4556285e-7,0.000018228948,0.04790013,0.0029320065,0.0024315803],"study_design_scores_gemma":[0.0014856454,0.000073005736,0.48099235,0.00046912767,0.00006455844,0.000011202666,0.48990896,6.6920455e-7,0.000021111626,0.011078878,0.015751127,0.0001433652],"about_ca_topic_score_codex":0.00031169903,"about_ca_topic_score_gemma":0.00027113289,"teacher_disagreement_score":0.3756533,"about_ca_system_score_codex":0.00013144134,"about_ca_system_score_gemma":0.00013592163,"threshold_uncertainty_score":0.9510422},"labels":[],"label_agreement":null},{"id":"W2081040052","doi":"10.1016/j.healthplace.2012.12.003","title":"Does elapsed time between first diagnosis of schizophrenia and migration between health territories vary by place of residence? A survival analysis approach","year":2013,"lang":"en","type":"article","venue":"Health & Place","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; McGill University; Douglas Mental Health University Institute; Hôpital Louis-H Lafontaine; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; AstraZeneca Canada","keywords":"Residence; Metropolitan area; Schizophrenia (object-oriented programming); Internal migration; Geography; Demography; Medicine; Population; Gerontology; Environmental health; Psychiatry; Sociology","score_opus":0.0302833695286912,"score_gpt":0.3433366792539611,"score_spread":0.3130533097252699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081040052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473148,0.00224307,0.0002756847,0.046236698,0.0001694014,0.002284897,0.00087565265,0.00012883685,0.00047097783],"genre_scores_gemma":[0.99121577,0.0019102297,0.0014944236,0.0002521527,0.00039304138,0.00043521507,0.0005596591,0.00005693621,0.003682585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576205,0.0011832316,0.0013881569,0.00049724296,0.0004891059,0.0006802348],"domain_scores_gemma":[0.9956075,0.002282645,0.0011827695,0.00040970262,0.00017403011,0.00034333175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016265017,0.00029939227,0.0014107203,0.00031567397,0.0009094925,0.000013152546,0.00020687208,0.00020926291,0.00021089255],"category_scores_gemma":[0.00021438088,0.00021318761,0.00010739304,0.0007495554,0.00018111718,0.00021995515,0.0001653145,0.00037817055,0.000025053001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057820787,0.00006267748,0.923155,0.0012599706,0.00032371996,9.423121e-8,0.0057570087,0.0000030019703,0.0000036240317,0.000059368984,0.06863731,0.00068041176],"study_design_scores_gemma":[0.0010615264,0.0003964661,0.9878448,0.000491558,0.00021283656,6.944226e-8,0.0022955516,0.00007707249,0.000029426279,0.00014035699,0.007209532,0.00024075681],"about_ca_topic_score_codex":0.07129899,"about_ca_topic_score_gemma":0.012210057,"teacher_disagreement_score":0.06468985,"about_ca_system_score_codex":0.0001717009,"about_ca_system_score_gemma":0.00037371123,"threshold_uncertainty_score":0.9348853},"labels":[],"label_agreement":null},{"id":"W2081290576","doi":"10.1177/102425890401000205","title":"The Danish model of ‘flexicurity’: experiences and lessons","year":2004,"lang":"en","type":"article","venue":"Transfer European Review of Labour and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexicurity; Danish; Social security; Notice; Legislation; Flexibility (engineering); Employment protection legislation; Labour economics; Welfare; Welfare state; Business; European union; Economics; Market economy; Economic policy; Unemployment; Economic growth; Political science; Law; Politics","score_opus":0.2046842404318274,"score_gpt":0.5009811970152337,"score_spread":0.29629695658340627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081290576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79330176,0.17391154,0.000084194406,0.01564952,0.0000481945,0.00077223993,0.000031603544,0.000015217015,0.01618571],"genre_scores_gemma":[0.61739016,0.38148844,0.000023149742,0.00014986708,0.000024532574,0.000026963839,7.2377225e-7,0.000009099143,0.00088705536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977477,0.0009869833,0.00042349644,0.00017065984,0.00035656375,0.00031456654],"domain_scores_gemma":[0.99909496,0.00030195614,0.00002969125,0.00019968108,0.00029720154,0.00007650853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036816734,0.000089634894,0.00026929931,0.000038512666,0.000923781,0.0000070656806,0.0002087693,0.000024698444,0.000031051037],"category_scores_gemma":[0.00012811711,0.000048770406,0.000042122283,0.0001908136,0.00063521415,0.000052049818,0.00013065482,0.00036103363,0.000005675177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018827406,0.00027607963,0.0054944903,0.066567354,0.00018559302,0.000015120028,0.2171238,0.000004139506,0.003068821,0.6481108,0.004118369,0.054847125],"study_design_scores_gemma":[0.0100023225,0.0026925288,0.17297989,0.13252063,0.00030698787,0.000014600927,0.20211028,0.000056598063,0.0042442535,0.037557673,0.43599147,0.0015227591],"about_ca_topic_score_codex":0.00009386883,"about_ca_topic_score_gemma":0.000062290055,"teacher_disagreement_score":0.61055315,"about_ca_system_score_codex":0.000007960465,"about_ca_system_score_gemma":0.000091789676,"threshold_uncertainty_score":0.71050704},"labels":[],"label_agreement":null},{"id":"W2081698000","doi":"10.7202/012892ar","title":"L’utilisation des dispositifs d’articulation de la vie familiale et de la vie professionnelle. Étude auprès de 48 entreprises de Wallonie (Belgique)","year":2006,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.02125061716799918,"score_gpt":0.36137977930511267,"score_spread":0.34012916213711347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081698000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8709608,0.008272811,0.024226379,0.009296812,0.000886824,0.0013800819,0.00015281749,0.00037785326,0.08444564],"genre_scores_gemma":[0.96379775,0.009032032,0.007868529,0.0011037575,0.0010543064,0.0007946085,0.00025848343,0.00009364071,0.01599687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904843,0.0060197483,0.0010592127,0.0006225294,0.00043751346,0.0013766811],"domain_scores_gemma":[0.99461794,0.003855534,0.00047969958,0.00045707184,0.00029350814,0.00029624024],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030984362,0.0005320316,0.00052328664,0.00021556231,0.0031000266,0.0001870577,0.00031457562,0.00084532995,0.0003495227],"category_scores_gemma":[0.0010941529,0.0005489171,0.0002621453,0.00055212557,0.0009440889,0.0007179679,0.0002159256,0.0010644802,0.00011167309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107151136,0.0009547129,0.7719439,0.00047583017,0.0001649089,0.000034691737,0.054936383,0.0056134462,0.007146391,0.1281203,0.027127067,0.003375168],"study_design_scores_gemma":[0.0013903272,0.00009334146,0.85720795,0.0014729374,0.00035949243,0.000018450235,0.019480044,0.004185976,0.0015091168,0.079166315,0.03446559,0.00065042684],"about_ca_topic_score_codex":0.0100481855,"about_ca_topic_score_gemma":0.017360091,"teacher_disagreement_score":0.092837,"about_ca_system_score_codex":0.0014225097,"about_ca_system_score_gemma":0.0017458058,"threshold_uncertainty_score":0.99969625},"labels":[],"label_agreement":null},{"id":"W2082032491","doi":"10.1136/oem.2009.048967","title":"The Employment Precariousness Scale (EPRES): psychometric properties of a new tool for epidemiological studies among waged and salaried workers","year":2010,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":271,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychosocial; Varimax rotation; Cronbach's alpha; Scale (ratio); Construct validity; Clinical psychology; Psychology; Population; Exploratory factor analysis; Epidemiology; Mental health; Psychometrics; Medicine; Gerontology; Environmental health; Psychiatry; Geography","score_opus":0.09982839272571246,"score_gpt":0.3907505434947307,"score_spread":0.29092215076901823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082032491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98784786,0.0044970303,0.000057546942,0.0061057676,0.00041207147,0.0009792761,0.000016736087,0.000015542762,0.00006817237],"genre_scores_gemma":[0.9951547,0.001635146,0.00017428465,0.00028232345,0.00029014228,0.0003275323,0.000021829022,0.000009751131,0.0021042854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998751,0.000106600644,0.00045852832,0.00023019819,0.00021841732,0.00023528894],"domain_scores_gemma":[0.9984449,0.0011435737,0.00017703694,0.00012869484,0.000021213162,0.00008458862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080744736,0.00015499938,0.00033964854,0.00005048099,0.0008825149,0.000002928728,0.0000753328,0.000088593144,0.000039126866],"category_scores_gemma":[0.0006624144,0.00007574251,0.000033345354,0.000073306684,0.0009740997,0.0000585446,0.0001324221,0.00022494444,0.0000012960518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038112616,0.000031778225,0.9803462,0.00006176986,0.00009673483,9.862713e-8,0.002599103,7.564732e-7,0.0015716009,0.0001996127,0.0052468246,0.009464371],"study_design_scores_gemma":[0.0013296983,0.00022931896,0.9888693,0.00014102389,0.00006013351,5.899023e-7,0.003791864,0.000018282877,0.000058014826,0.00092228263,0.004490066,0.00008944228],"about_ca_topic_score_codex":0.00020411042,"about_ca_topic_score_gemma":0.00025114545,"teacher_disagreement_score":0.009374929,"about_ca_system_score_codex":0.00002621309,"about_ca_system_score_gemma":0.000017602417,"threshold_uncertainty_score":0.67876804},"labels":[],"label_agreement":null},{"id":"W2082967893","doi":"10.1002/ajim.21038","title":"Psychosocial and other working conditions: Variation by employment arrangement in a sample of working Australians","year":2011,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Learning Partnership; University of British Columbia; Institute for Work & Health; University of Toronto","funders":"Canadian Institutes of Health Research; University of British Columbia; University of Melbourne; Michael Smith Health Research BC","keywords":"Psychosocial; Casual; Medicine; Odds; Job control; Occupational safety and health; Environmental health; Odds ratio; Demography; Population; Gerontology; Logistic regression; Work (physics); Psychiatry","score_opus":0.24413655422668817,"score_gpt":0.41840363680607245,"score_spread":0.17426708257938428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082967893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886399,0.00024659294,0.00037104814,0.0075999433,0.001123117,0.00044897883,0.000015728867,0.0000097260545,0.001544967],"genre_scores_gemma":[0.99777746,0.00013959438,0.00022593142,0.00064532284,0.0011364712,0.000018689052,0.0000027880642,0.000014299158,0.000039468516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979591,0.00037456126,0.0009953922,0.000114707436,0.00030027176,0.00025599552],"domain_scores_gemma":[0.9979711,0.0005051057,0.0012559115,0.00008075005,0.000092585986,0.00009454431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011712873,0.0001263764,0.00052373065,0.00021892325,0.00013860337,0.00000192259,0.00010387359,0.00007791969,0.00045827674],"category_scores_gemma":[0.00034613014,0.00009576769,0.000038942624,0.00036138023,0.00027753503,0.000049467824,0.000025050309,0.0004895422,9.2699094e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004550617,0.00009740892,0.93723273,0.0000052141067,0.0001505649,0.000003302684,0.024434945,4.357998e-7,0.00025797848,0.00039286126,0.010426935,0.02654256],"study_design_scores_gemma":[0.038208026,0.013349002,0.63030046,0.023083983,0.0009532196,0.000015769547,0.16915698,0.0000053633034,0.00018986248,0.0047276,0.1190848,0.00092491537],"about_ca_topic_score_codex":0.0058664214,"about_ca_topic_score_gemma":0.0003092171,"teacher_disagreement_score":0.30693227,"about_ca_system_score_codex":0.00010872568,"about_ca_system_score_gemma":0.00007479035,"threshold_uncertainty_score":0.88683134},"labels":[],"label_agreement":null},{"id":"W2083853624","doi":"10.1002/hrm.20336","title":"Contingent workers' impact on standard employee withdrawal behaviors: Does what you use them for matter?","year":2010,"lang":"en","type":"article","venue":"Human Resource Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Absenteeism; Workforce; Investment (military); Turnover; Affect (linguistics); Psychology; Business; Demographic economics; Social psychology; Economics; Management","score_opus":0.04509462044854744,"score_gpt":0.388160862579768,"score_spread":0.34306624213122056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083853624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98137057,0.000024910383,0.000048203136,0.0021510278,0.0007765441,0.0029891757,0.00006512286,0.00023578633,0.012338665],"genre_scores_gemma":[0.94734937,0.000025339783,0.00026774226,0.0015310808,0.00054704555,0.0010474902,0.00008493447,0.00011049918,0.04903649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973252,0.00015337077,0.00057629653,0.0005664517,0.00047649696,0.0009022302],"domain_scores_gemma":[0.9984149,0.00024902337,0.00027579596,0.000778857,0.0001131128,0.000168319],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071304507,0.00041293626,0.00044280622,0.00016844581,0.0018415955,0.00023149174,0.00036715044,0.00014617786,0.0019330558],"category_scores_gemma":[0.000018644781,0.00026618378,0.00024590173,0.00010408909,0.000120771234,0.00023356183,0.0004168132,0.0005633899,0.00029257862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004867545,0.0001281754,0.84975135,0.00019179583,0.00027415223,0.000015333777,0.004304499,0.000004542586,0.000042303272,0.0027609714,0.13923213,0.002807959],"study_design_scores_gemma":[0.0022903536,0.00035142424,0.6316936,0.00066880044,0.00021996685,3.504513e-7,0.019132761,0.0000011719898,0.00003167938,0.000650992,0.3445211,0.00043776014],"about_ca_topic_score_codex":0.00017713694,"about_ca_topic_score_gemma":0.00043765653,"teacher_disagreement_score":0.21805775,"about_ca_system_score_codex":0.00018260712,"about_ca_system_score_gemma":0.00001604745,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W20840807","doi":"10.1177/070674371005500908","title":"咽頭痛を初発症状とした成人 Still 病の1例","year":2008,"lang":"en","type":"article","venue":"日本耳鼻咽喉科學會會報","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science","score_opus":0.13267727553108896,"score_gpt":0.4376686842052215,"score_spread":0.30499140867413255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20840807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7901478,0.0006039334,0.00010061186,0.005035759,0.0013777359,0.00049680343,0.000029526345,0.00040019432,0.20180763],"genre_scores_gemma":[0.9324075,0.000351196,0.00016459957,0.0023066383,0.0007003555,0.00010942644,0.000020412774,0.000030721574,0.06390915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848014,0.00014440146,0.00034221876,0.00024339308,0.00023774087,0.000552081],"domain_scores_gemma":[0.9991393,0.00022128892,0.00009939209,0.00030245143,0.00012046012,0.00011709643],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002019459,0.00016118753,0.00025204557,0.00007034542,0.0011306222,0.0000024524286,0.00016059406,0.00012655326,0.0017582325],"category_scores_gemma":[0.00012376631,0.00013110004,0.000076531636,0.00017148614,0.00010676838,0.00009695729,0.00015381786,0.0003628264,0.003704989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025200185,0.00005314556,0.4915866,0.00004896858,0.000045810353,0.00003906998,0.008368169,0.000001078415,0.00014841552,0.0036366496,0.4951662,0.0008806866],"study_design_scores_gemma":[0.00065409427,0.000054909524,0.29355505,0.000048315924,0.0000141779,0.000003887501,0.0007774495,0.0000057059706,0.000046625206,0.0007772168,0.70388126,0.00018129074],"about_ca_topic_score_codex":0.00028858986,"about_ca_topic_score_gemma":0.00012776529,"teacher_disagreement_score":0.20871508,"about_ca_system_score_codex":0.00006711475,"about_ca_system_score_gemma":0.000097967066,"threshold_uncertainty_score":0.99915427},"labels":[],"label_agreement":null},{"id":"W2084126600","doi":"10.7202/050412ar","title":"Some Effects of Unemployment on the Health of Unemployed Quebec Workers","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Demographic economics; Labour economics; Economics; Psychology; Economic growth","score_opus":0.04799468691827742,"score_gpt":0.35767636461872127,"score_spread":0.30968167770044386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084126600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8931151,0.0018696543,0.00004543489,0.09891693,0.00041143,0.0014814523,0.000019500847,0.00007427723,0.004066222],"genre_scores_gemma":[0.98168015,0.00027168784,0.000067477435,0.0007900134,0.000282769,0.00012239789,0.00001169876,0.000022364111,0.01675141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801254,0.0004753687,0.0007166195,0.00016934564,0.0002932709,0.0003328523],"domain_scores_gemma":[0.9964391,0.0025389036,0.0004888352,0.00036721543,0.00009882572,0.00006709302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004979026,0.00015734341,0.00032403134,0.00013836903,0.0007377996,0.0000025388804,0.00016849818,0.00019548199,0.00014534849],"category_scores_gemma":[0.0003471119,0.000105110805,0.00009082373,0.00039739886,0.00015898894,0.00007496647,0.000085472195,0.0005959301,0.00008957909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009800266,0.00042804252,0.3750269,0.00009255293,0.00033770097,6.8331065e-7,0.0120270355,0.0007478277,0.00006700213,0.18904911,0.4008572,0.021267904],"study_design_scores_gemma":[0.004853787,0.00148967,0.39174798,0.0051133507,0.0002105525,4.5868515e-7,0.02323638,0.00015210519,0.0036749847,0.00460326,0.564193,0.00072447874],"about_ca_topic_score_codex":0.0025741507,"about_ca_topic_score_gemma":0.0010621825,"teacher_disagreement_score":0.18444586,"about_ca_system_score_codex":0.00022022665,"about_ca_system_score_gemma":0.00047426813,"threshold_uncertainty_score":0.5674633},"labels":[],"label_agreement":null},{"id":"W2086228918","doi":"10.1017/s174413311000040x","title":"The ‘healthy immigrant’ effect: initial evidence for Ireland","year":2011,"lang":"en","type":"article","venue":"Health Economics Policy and Law","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Student Services Organization; University of Galway; Economic and Social Research Institute","keywords":"Immigration; Irish; Microdata (statistics); Emigration; Demographic economics; Population; Political science; Development economics; Demography; Sociology; Economics; Census","score_opus":0.1973606320367166,"score_gpt":0.47743468666680466,"score_spread":0.28007405463008805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086228918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7525282,0.011734993,0.00009556712,0.17917334,0.0029724587,0.006704054,0.00022355065,0.0002008087,0.046367016],"genre_scores_gemma":[0.9487962,0.013295917,0.000074017946,0.034493458,0.0015850165,0.0007882184,0.000008375665,0.00003510756,0.00092370325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980295,0.00030769943,0.00058640155,0.00025352582,0.00003617689,0.00078673055],"domain_scores_gemma":[0.9961499,0.003058862,0.00028279907,0.00023927049,0.000040421517,0.00022873541],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016853138,0.00016304465,0.00033643027,0.00004657686,0.0040133763,0.000014410409,0.00013909394,0.0001135365,0.00001666781],"category_scores_gemma":[0.00022630671,0.00011313998,0.00006245072,0.000047388054,0.00020969582,0.00012939305,0.000095468495,0.00026045425,0.00004053003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011765675,0.000018682113,0.014007787,0.000708799,0.00004180924,2.7983737e-7,0.011600791,1.405122e-7,3.2675462e-7,0.9547952,0.0064057703,0.011243879],"study_design_scores_gemma":[0.0028313342,0.0019801357,0.032971483,0.00030687393,0.000025841491,0.000003325704,0.00093774067,0.000052164432,0.000011218464,0.041115202,0.9194792,0.00028551105],"about_ca_topic_score_codex":0.029135607,"about_ca_topic_score_gemma":0.026425244,"teacher_disagreement_score":0.91367996,"about_ca_system_score_codex":0.00014458664,"about_ca_system_score_gemma":0.00044825263,"threshold_uncertainty_score":0.9972833},"labels":[],"label_agreement":null},{"id":"W2086242555","doi":"10.1186/1471-2458-13-441","title":"Mortality following unemployment in Canada, 1991–2001","year":2013,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Ottawa; University of Toronto; Public Health Ontario; Statistics Canada; Institute for Work & Health","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Medicine; Hazard ratio; Demography; Cohort; Cohort study; Unemployment; Epidemiology; Proportional hazards model; Confidence interval; Population; Standardized mortality ratio; Gerontology; Surgery; Internal medicine; Environmental health","score_opus":0.14750117601392002,"score_gpt":0.4181077626309991,"score_spread":0.27060658661707904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086242555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92092526,0.00031878226,0.000049611182,0.062153585,0.0013019426,0.0016618468,0.000018957162,0.000104400206,0.013465612],"genre_scores_gemma":[0.98420036,0.000074014635,0.000172267,0.011131788,0.0002008186,0.00069404236,0.000059730715,0.00003022395,0.0034367684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99541754,0.00088874204,0.0010220348,0.0003741315,0.00051361666,0.0017839174],"domain_scores_gemma":[0.9982658,0.00037269818,0.00023973518,0.0004232027,0.00009137274,0.0006071642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021213598,0.00021378904,0.0005038627,0.00013291863,0.0006023169,0.00001775439,0.00024198697,0.0000823522,0.00079290214],"category_scores_gemma":[0.00030405304,0.00018328217,0.000072203016,0.0004393697,0.000022089282,0.0002598968,0.00018883125,0.00047797326,0.00021298231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010867103,0.00004025008,0.8412357,0.00012591589,0.000019867572,0.0000023821276,0.0008789557,0.0000012850953,6.580415e-7,0.0007834235,0.15554802,0.0013624612],"study_design_scores_gemma":[0.0006546509,0.000026913369,0.88719475,0.00008110019,0.0000026105029,1.5217422e-7,0.004141001,0.00008203288,1.3119123e-7,0.0002889046,0.107369564,0.00015819081],"about_ca_topic_score_codex":0.9958533,"about_ca_topic_score_gemma":0.99768656,"teacher_disagreement_score":0.063275084,"about_ca_system_score_codex":0.0036152569,"about_ca_system_score_gemma":0.010564243,"threshold_uncertainty_score":0.99504495},"labels":[],"label_agreement":null},{"id":"W2086347488","doi":"10.1016/j.joep.2013.02.005","title":"Psychometric evaluation of the Financial Threat Scale (FTS) in the context of the great recession","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Memorial University of Newfoundland","funders":"","keywords":"Recession; Scale (ratio); Psychology; Context (archaeology); Feeling; Futures contract; Social psychology; Finance; Economics; Macroeconomics; Geography","score_opus":0.1260851981904586,"score_gpt":0.4563381250889851,"score_spread":0.3302529268985265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086347488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96104133,0.0007489548,0.0000045964507,0.02142931,0.00340022,0.00064404926,0.0000041451044,0.0000013452719,0.012726071],"genre_scores_gemma":[0.99738884,0.00034717924,0.000009524313,0.0017074468,0.00027710103,0.000035275552,3.2219867e-7,0.0000070226642,0.00022730135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736494,0.0011204446,0.0010075676,0.0001136545,0.00019875061,0.00019465819],"domain_scores_gemma":[0.99758786,0.00039438388,0.0013803149,0.00036580747,0.0002497198,0.000021916585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030580903,0.00009909248,0.00035098562,0.00017709845,0.00020903096,0.0000031439233,0.0005840472,0.00014195008,0.0007281821],"category_scores_gemma":[0.00030997762,0.00004333955,0.00016962213,0.00026460577,0.00016233817,0.00011624681,0.00007096116,0.00048576127,0.000033556786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009650719,0.00009256826,0.90142643,0.00001617899,0.000032287116,5.4984596e-8,0.003769049,0.000014277045,0.00024178138,0.0003579213,0.06761323,0.026339708],"study_design_scores_gemma":[0.001945821,0.00012023511,0.98266256,0.00013553766,0.000047918962,0.0000062168606,0.0015832233,0.000022852444,0.00003732577,0.009670174,0.0037251676,0.00004297682],"about_ca_topic_score_codex":0.00018137484,"about_ca_topic_score_gemma":0.0009265654,"teacher_disagreement_score":0.08123611,"about_ca_system_score_codex":0.0001260336,"about_ca_system_score_gemma":0.0001631995,"threshold_uncertainty_score":0.7973083},"labels":[],"label_agreement":null},{"id":"W2086849927","doi":"10.1016/s0277-9536(01)00344-6","title":"Unemployment and health: contextual-level influences on the production of health in populations","year":2002,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research; McMaster University; Université de Montréal","funders":"","keywords":"Unemployment; Conceptualization; Context (archaeology); Demographic economics; Public health; Psychology; Social psychology; Economics; Medicine; Economic growth; Geography","score_opus":0.3310453486434075,"score_gpt":0.4926752240779408,"score_spread":0.16162987543453328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086849927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53054,0.0006667425,0.000003599737,0.46567538,0.00053075084,0.0006335979,0.0000028107654,0.000015623398,0.0019314707],"genre_scores_gemma":[0.9929044,0.0002998694,0.000004499348,0.005953079,0.0002334381,0.000046154,0.0000011990766,0.0000037566265,0.00055355416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998186,0.000282587,0.00052534405,0.00021031291,0.00042742226,0.00036831692],"domain_scores_gemma":[0.9992718,0.00014411449,0.00031029934,0.000105913976,0.00010605647,0.00006180179],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036533028,0.0000830271,0.0002688202,0.00012834309,0.0022547278,0.000002451666,0.00012070135,0.000027911432,0.00008934481],"category_scores_gemma":[0.0006761715,0.00004818814,0.000012571114,0.0007704872,0.0010892765,0.000087484834,0.000041765914,0.00020950692,0.000004130871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007754269,0.00007889729,0.64407456,0.00006413815,0.0000049061914,1.3270831e-7,0.1880686,0.0000013656578,0.00007680687,0.079429395,0.043692317,0.044501156],"study_design_scores_gemma":[0.0003263772,0.0002567725,0.97447705,0.00049932644,0.0000027679498,1.4628408e-7,0.017961537,0.000010143971,0.0000026478335,0.0029838935,0.0034246503,0.00005467336],"about_ca_topic_score_codex":0.004542318,"about_ca_topic_score_gemma":0.0020841486,"teacher_disagreement_score":0.46236444,"about_ca_system_score_codex":0.00021233996,"about_ca_system_score_gemma":0.00014443616,"threshold_uncertainty_score":0.9990442},"labels":[],"label_agreement":null},{"id":"W2087223786","doi":"10.1016/j.drugpo.2011.08.004","title":"Employment amongst people who use drugs: A new arena for research and intervention?","year":2011,"lang":"en","type":"editorial","venue":"International Journal of Drug Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Pierre Elliott Trudeau Foundation","keywords":"Intervention (counseling); Psychology; Sociology; Medicine; Psychiatry","score_opus":0.11124810196442063,"score_gpt":0.5072405466352233,"score_spread":0.3959924446708027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087223786","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033052772,0.0014553675,0.00021333848,0.02238274,0.93795,0.0015168918,0.0012537288,0.000049589267,0.0021255342],"genre_scores_gemma":[0.00730282,0.0032760391,0.00020422456,0.0002345518,0.8895629,0.00012831246,0.00018556268,0.00010553042,0.09900005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951518,0.00046709448,0.0015481408,0.00034281693,0.0018410948,0.00064901914],"domain_scores_gemma":[0.9883708,0.004049476,0.0014617355,0.00024290316,0.005536675,0.00033841387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002502362,0.00033732626,0.0007656188,0.0014182889,0.0004952954,0.00013487287,0.0009940172,0.00043024178,0.000170785],"category_scores_gemma":[0.0045370003,0.00028145046,0.00037126732,0.00020190183,0.00014118971,0.0004906377,0.00076151255,0.002002165,0.000037904796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006986479,0.00016405749,0.004966153,0.00013783247,0.00079979,0.000008857937,0.029212924,2.4351525e-7,0.000001295502,0.002921579,0.9590784,0.002010269],"study_design_scores_gemma":[0.003363346,0.00038727027,0.0033685775,0.0027875989,0.00007894553,0.0000029636876,0.003931473,0.0000012952837,0.0000073854612,0.012376825,0.97347105,0.00022329924],"about_ca_topic_score_codex":0.021042416,"about_ca_topic_score_gemma":0.0027948597,"teacher_disagreement_score":0.09687452,"about_ca_system_score_codex":0.0011102143,"about_ca_system_score_gemma":0.0017599564,"threshold_uncertainty_score":0.99996376},"labels":[],"label_agreement":null},{"id":"W2087594263","doi":"10.1097/00005768-200305001-01184","title":"TARGETTING RURAL CARDIAC PATIENTS","year":2003,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"The Internet; Teleconference; Videoconferencing; Referral; Rehabilitation; Medicine; Distress; Telemedicine; Physical therapy; Multimedia; Computer science; Health care; Nursing; World Wide Web; Clinical psychology","score_opus":0.024176931684108532,"score_gpt":0.3572752147200965,"score_spread":0.333098283035988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087594263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95942944,0.00017949479,0.0000038251032,0.0009393277,0.0035757294,0.000746323,0.0000015449286,0.00006214108,0.035062157],"genre_scores_gemma":[0.9962702,0.0002791347,0.00008972327,0.00046487316,0.00016544388,0.000103672115,0.000006393959,0.000014440812,0.002606133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970113,0.00009932991,0.000635122,0.00036760926,0.0009773343,0.0009093193],"domain_scores_gemma":[0.9989181,0.000112341,0.0001978138,0.00032569285,0.00024540452,0.0002006026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003124897,0.0001889838,0.00046129568,0.00029460643,0.0011198227,0.0000051138995,0.00025580075,0.00006210911,0.0007375204],"category_scores_gemma":[0.00078975124,0.00013476788,0.000039785275,0.0010038397,0.0006305323,0.00029503964,0.00010967553,0.00036557502,0.000060150916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006525719,0.000032480853,0.97842795,0.000023920189,1.7570295e-7,0.000006916749,0.0070894556,0.0000011190011,0.00001473917,0.00008663969,0.0063951267,0.007914974],"study_design_scores_gemma":[0.0005536776,0.00004026492,0.9681594,0.0006374516,0.000014372228,1.2133508e-7,0.010583224,0.0000033666845,0.0000034016384,0.0005087976,0.019349085,0.0001468877],"about_ca_topic_score_codex":0.00055429275,"about_ca_topic_score_gemma":0.000029291503,"teacher_disagreement_score":0.036840726,"about_ca_system_score_codex":0.00018083701,"about_ca_system_score_gemma":0.0002267053,"threshold_uncertainty_score":0.8612884},"labels":[],"label_agreement":null},{"id":"W2088498081","doi":"10.1080/13557858.2010.502591","title":"The prevalence of over-qualification and its association with health status among occupationally active new immigrants to Canada","year":2010,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Institute for Work & Health","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Immigration; Mental health; Educational attainment; Medicine; Confounding; Demography; Cohort; Gerontology; Occupational prestige; Longitudinal study; Psychology; Environmental health; Socioeconomic status; Geography; Psychiatry; Population; Sociology","score_opus":0.05279218531521501,"score_gpt":0.41610117609271174,"score_spread":0.36330899077749673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088498081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346825,0.00069353083,0.000033726832,0.06317774,0.00019266023,0.00093377614,0.00016701568,0.000014713632,0.00010432755],"genre_scores_gemma":[0.99181306,0.0024560278,0.000056880242,0.003578725,0.00009136841,0.00003606546,0.000012384371,0.000008053162,0.0019474387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983945,0.00029253235,0.00037370098,0.00019275743,0.00034334545,0.00040315188],"domain_scores_gemma":[0.9982312,0.0006049876,0.0005667759,0.00011866015,0.00020278897,0.0002756143],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012987142,0.000097201,0.00020758872,0.000029270273,0.0013530101,0.0000059308873,0.00006287112,0.000063579064,0.00001666087],"category_scores_gemma":[0.00026116145,0.00006736013,0.000009543765,0.00012972008,0.0000289249,0.000075406264,0.000044565164,0.0004251777,8.727464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107087675,0.0000169909,0.9592908,0.00047054116,0.000025765952,5.3073272e-8,0.017675726,7.664301e-7,0.000021860023,0.0023366758,0.012999224,0.0070545264],"study_design_scores_gemma":[0.0003728629,0.00016533537,0.9924921,0.00012963555,0.0000065094823,6.026835e-8,0.0015308436,0.000011059317,0.000014970091,0.00009879225,0.0051137335,0.00006410768],"about_ca_topic_score_codex":0.8218958,"about_ca_topic_score_gemma":0.98566496,"teacher_disagreement_score":0.16376922,"about_ca_system_score_codex":0.00031381077,"about_ca_system_score_gemma":0.0029367055,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W2088827718","doi":"10.12927/hcpol.2013.23597","title":"Exploring Stigma by Association among Front-Line Care Providers Serving Sex Workers","year":2013,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Front line; Health care; Stigma (botany); Front (military); Sociology; Public relations; Political science; Medicine; Law; Engineering","score_opus":0.1209181133918982,"score_gpt":0.40472902573742087,"score_spread":0.2838109123455227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088827718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87048364,0.0013402142,0.000022371069,0.11905958,0.0008512869,0.0021286916,0.000066773675,0.0004811375,0.0055662915],"genre_scores_gemma":[0.9794598,0.0006187103,0.000091356604,0.0048963167,0.0016653128,0.0018979092,0.00011423221,0.00007962187,0.011176698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964247,0.0005993138,0.0007242112,0.00043568359,0.00045813672,0.0013579635],"domain_scores_gemma":[0.99789566,0.00039533828,0.00044806392,0.00036484102,0.000515439,0.00038066256],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00040434444,0.00030475872,0.0004474194,0.0002032099,0.0018442182,0.0000363552,0.00020873047,0.00027330985,0.00019421279],"category_scores_gemma":[0.00054758403,0.00028703394,0.000095668736,0.0003315831,0.000036965925,0.00070052966,0.00022004185,0.0008117244,0.0005269294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007931108,0.0000136950175,0.8754863,0.0006963151,0.000048519734,7.705762e-7,0.035975814,0.0000031883878,0.000015196949,0.00014783547,0.073661976,0.013942467],"study_design_scores_gemma":[0.0009951643,0.000120226905,0.8316335,0.0008572694,0.00002825845,1.725345e-7,0.115153015,0.000040403014,0.000043858847,0.00041462117,0.050241437,0.00047204117],"about_ca_topic_score_codex":0.32373548,"about_ca_topic_score_gemma":0.015308395,"teacher_disagreement_score":0.3084271,"about_ca_system_score_codex":0.0028925189,"about_ca_system_score_gemma":0.0004762794,"threshold_uncertainty_score":0.99995816},"labels":[],"label_agreement":null},{"id":"W2089140769","doi":"10.12927/whp.2006.18282","title":"Social Stigma and Mental Health among Rural-to-Urban Migrants in China: A Conceptual Framework and Future Research Needs","year":2006,"lang":"en","type":"article","venue":"World health & population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Fogarty International Center; National Institutes of Health; Nanjing University; Beijing Normal University","keywords":"Stigma (botany); China; Mental health; Conceptual framework; Social stigma; Psychology; Sociology; Socioeconomics; Economic growth; Political science; Medicine; Social science; Psychiatry; Family medicine","score_opus":0.05218363478458487,"score_gpt":0.44496688943389956,"score_spread":0.3927832546493147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089140769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84824663,0.0031228669,0.000007980725,0.1458175,0.00042382051,0.0019373834,0.000033510212,0.00007218149,0.00033813337],"genre_scores_gemma":[0.9936086,0.00047133924,0.00020128323,0.0021582667,0.0020056032,0.00013804574,0.00020045674,0.000033913122,0.0011825103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616486,0.0011701214,0.0008203311,0.00032698727,0.00046408238,0.001053605],"domain_scores_gemma":[0.9990837,0.0002042589,0.00025943524,0.00013891933,0.000065361164,0.0002483182],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001777111,0.00021262409,0.0004961962,0.00065555895,0.0037803985,0.000021354337,0.000077490535,0.00016994867,0.0000392699],"category_scores_gemma":[0.00003975084,0.00020142773,0.000029447654,0.0011206357,0.00015754465,0.0001606886,0.00014198206,0.0010725296,0.000008937119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090378824,0.00003763496,0.8487856,0.00018078831,0.000004937874,4.682605e-7,0.051004104,6.3295823e-7,0.0000011017997,0.027612977,0.06654417,0.0057372227],"study_design_scores_gemma":[0.0008618827,0.00012354486,0.95271665,0.0005315661,0.0000019185684,2.3112541e-7,0.014804885,0.000015298487,9.602425e-8,0.0031510098,0.027645594,0.00014732673],"about_ca_topic_score_codex":0.05843985,"about_ca_topic_score_gemma":0.10424731,"teacher_disagreement_score":0.14536196,"about_ca_system_score_codex":0.0005806868,"about_ca_system_score_gemma":0.00015117966,"threshold_uncertainty_score":0.9975166},"labels":[],"label_agreement":null},{"id":"W2090675731","doi":"10.5465/ambpp.2014.11878abstract","title":"The Impact of Work Hours Discrepancy on Absenteeism","year":2014,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Absenteeism; Work (physics); Perspective (graphical); Demographic economics; Work hours; Sample (material); Psychology; Working hours; Labour economics; Social psychology; Economics; Engineering; Computer science","score_opus":0.04313266426453583,"score_gpt":0.40179718427571426,"score_spread":0.35866452001117843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090675731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80321825,0.00016351604,0.000015045489,0.008710265,0.00012326775,0.0008758782,0.000002913718,0.000074126656,0.18681674],"genre_scores_gemma":[0.9910623,0.0006867345,0.00006873381,0.00034685546,0.00017610716,0.00010316609,0.0000012902326,0.000023409631,0.0075313905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983842,0.000037576672,0.0005292527,0.00022945301,0.00036301708,0.00045652487],"domain_scores_gemma":[0.99903655,0.00025135858,0.00049369043,0.000097689335,0.00006323439,0.000057492714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010404094,0.00018219657,0.00028664482,0.0001078288,0.00051902013,0.0000069794696,0.0004037226,0.00010164321,0.000036029563],"category_scores_gemma":[0.00008242864,0.00010628637,0.00015659563,0.00029441842,0.00013535754,0.00010737854,0.00030457944,0.00037308244,0.000047854413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029103193,0.000093701514,0.5108952,0.0004389356,0.00046781974,1.1997729e-7,0.0016530456,0.000004706565,0.00003109883,0.23034018,0.22745188,0.028332274],"study_design_scores_gemma":[0.0007926926,0.00022748965,0.94662553,0.0010645409,0.00007355351,5.989385e-8,0.001617864,0.000009403168,0.00008127817,0.010990052,0.038364302,0.00015321349],"about_ca_topic_score_codex":0.000038045004,"about_ca_topic_score_gemma":5.370962e-7,"teacher_disagreement_score":0.43573034,"about_ca_system_score_codex":0.000059126207,"about_ca_system_score_gemma":0.0000060466487,"threshold_uncertainty_score":0.43342322},"labels":[],"label_agreement":null},{"id":"W2090841855","doi":"10.7202/057090ar","title":"Individualisation des stratégies de défense : le cas de travailleurs d'une usine de pâtes et papiers","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.20564918121972398,"score_gpt":0.447160110505596,"score_spread":0.24151092928587203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090841855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8004523,0.038042363,0.0013535667,0.15524249,0.00018823025,0.0006009401,0.00009571311,0.0004189351,0.0036055015],"genre_scores_gemma":[0.8485522,0.10254532,0.03792239,0.0044198153,0.0008901668,0.00021420757,0.00007292357,0.00013025355,0.0052526873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906928,0.006185615,0.0007440579,0.0004848395,0.00030000688,0.001592681],"domain_scores_gemma":[0.99588436,0.0027668397,0.00034868217,0.00032710182,0.00031306234,0.00035994232],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0068443897,0.0005735337,0.00062170957,0.0004090941,0.0013917271,0.000096818956,0.00030223516,0.0014181313,0.00011333382],"category_scores_gemma":[0.0011654631,0.0005730402,0.00044652756,0.0008946346,0.0013591821,0.0006505746,0.00013036057,0.0018515022,0.00002758596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005508367,0.0003266685,0.5790565,0.00055102375,0.0004928173,0.0000117403915,0.35972446,0.000036779675,0.00095746573,0.009761582,0.027163379,0.021862505],"study_design_scores_gemma":[0.00091793895,0.0002517925,0.8271999,0.00092865585,0.0003805937,0.000017085153,0.05736699,0.000059174265,0.002131889,0.09206324,0.018031003,0.00065178546],"about_ca_topic_score_codex":0.14938617,"about_ca_topic_score_gemma":0.12275186,"teacher_disagreement_score":0.30235747,"about_ca_system_score_codex":0.0040470334,"about_ca_system_score_gemma":0.0013515112,"threshold_uncertainty_score":0.9999083},"labels":[],"label_agreement":null},{"id":"W2091024534","doi":"10.1007/s10611-011-9327-0","title":"Policing the industrial reserve army: An international study","year":2011,"lang":"en","type":"article","venue":"Crime Law and Social Change","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Credence; Capitalism; Economics; Unemployment; Economic inequality; Proletariat; Industrial relations; Operationalization; Politics; Inequality; Labour economics; Political economy; Political science; Economic growth; Law","score_opus":0.580810619948419,"score_gpt":0.48655688871981767,"score_spread":0.09425373122860131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091024534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91242546,0.000027033535,3.3853095e-7,0.0032238858,0.0009782058,0.0006048635,0.000015679616,0.000049805578,0.082674734],"genre_scores_gemma":[0.9914859,0.000011393816,0.0000018927886,0.0030388602,0.004464258,0.00015308535,0.000008446378,0.000011694531,0.0008245016],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.999018,0.00031589463,0.00016208105,0.00013495839,0.00013751733,0.00023152189],"domain_scores_gemma":[0.9996675,0.00006290547,0.00006790084,0.0000953358,0.00006880464,0.000037512284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004622898,0.00008573138,0.00013152583,0.000023005081,0.0018437131,0.0000121965395,0.00015692893,0.00009634096,0.0002093062],"category_scores_gemma":[0.000019867204,0.00005781299,0.000025854284,0.000044875396,0.000096782605,0.00017168449,0.00019818186,0.00029359185,0.000017309201],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007658986,0.00012416422,0.37741098,0.0000075835815,0.00006688934,0.0000027358774,0.46153256,4.2596748e-10,0.0000035735764,0.15784195,0.002115991,0.00081699435],"study_design_scores_gemma":[0.0015130361,0.00029356108,0.8452369,0.000023253528,0.00006387389,1.7751299e-7,0.093735635,9.845163e-7,0.0000059779595,0.003691896,0.0552789,0.00015582045],"about_ca_topic_score_codex":0.039781913,"about_ca_topic_score_gemma":0.0117394375,"teacher_disagreement_score":0.46782592,"about_ca_system_score_codex":0.000030108482,"about_ca_system_score_gemma":0.00001751381,"threshold_uncertainty_score":0.99945575},"labels":[],"label_agreement":null},{"id":"W2091298355","doi":"10.1371/journal.pmed.1001043","title":"Migration and \"Low-Skilled\" Workers in Destination Countries","year":2011,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Deportation; Migrant workers; Occupational safety and health; Flexibility (engineering); Business; Work (physics); Human migration; Economic growth; Immigration; Demographic economics; Population; Environmental health; Political science; Medicine; Economics; Law","score_opus":0.0849628134214323,"score_gpt":0.3738607032958202,"score_spread":0.2888978898743879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091298355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753448,0.00054056785,0.000019183595,0.008631579,0.00021903831,0.00038872365,9.82847e-7,0.000052445845,0.014802727],"genre_scores_gemma":[0.99695146,0.00052746513,0.00005820653,0.000692836,0.00017427673,0.00008869766,0.000009678256,0.000008717489,0.0014886814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992023,0.00009671649,0.00026229772,0.0001192446,0.00014149997,0.00017790175],"domain_scores_gemma":[0.99946135,0.00025188812,0.00008273507,0.00007547545,0.00008640335,0.000042132535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033203905,0.00008047145,0.00016630716,0.00010337455,0.00019860764,9.075881e-7,0.000035228357,0.000059169528,0.00036427542],"category_scores_gemma":[0.000396281,0.000057075034,0.0000061123287,0.000117963595,0.00010224024,0.00007823649,0.000027180758,0.00014758024,0.000031742275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003941863,0.000023213997,0.9690177,0.00010291893,0.000010346165,0.0000028074094,0.025444942,2.8541288e-8,0.000059870024,0.0009222278,0.004045433,0.0003310905],"study_design_scores_gemma":[0.0010159235,0.000103566075,0.9879836,0.0009797558,0.000025190506,2.6369347e-7,0.0071556815,0.000034564862,0.000028606082,0.0010607303,0.0015462658,0.00006586716],"about_ca_topic_score_codex":0.0023469124,"about_ca_topic_score_gemma":0.0037518537,"teacher_disagreement_score":0.021606687,"about_ca_system_score_codex":0.00004085775,"about_ca_system_score_gemma":0.00002860056,"threshold_uncertainty_score":0.39885604},"labels":[],"label_agreement":null},{"id":"W2092154567","doi":"10.2190/hs.40.1.a","title":"Ensuring a Healthy and Productive Workforce: Comparing the Generosity of Paid Sick Day and Sick Leave Policies in 22 Countries","year":2010,"lang":"en","type":"review","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Sick leave; Workforce; Wage; Generosity; Labour economics; Work (physics); Demographic economics; Business; Medicine; Economics; Economic growth; Political science","score_opus":0.09639836225917366,"score_gpt":0.4603627892483085,"score_spread":0.36396442698913484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092154567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08457029,0.90601605,0.0000031789205,0.006858326,0.0015948741,0.00079102814,0.000045526267,0.000009813556,0.00011089398],"genre_scores_gemma":[0.032988388,0.964565,0.00004601416,0.0010401525,0.0012398654,0.000021371017,0.000012670902,0.000027022947,0.000059539587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957293,0.0009325765,0.0020998328,0.00024689824,0.0005801711,0.00041120776],"domain_scores_gemma":[0.9943108,0.0011825338,0.0035818487,0.00017413139,0.0006405459,0.00011014152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033952692,0.00031417856,0.0016785569,0.0003695696,0.00054795144,0.00003701862,0.00051231676,0.00018273707,0.000010741668],"category_scores_gemma":[0.00006779062,0.00019864917,0.00011948913,0.0001550243,0.0001954412,0.00022752529,0.00040869397,0.0013919297,0.0000021207538],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046212348,0.00024782182,0.426927,0.07836854,0.001102739,0.000020615447,0.11379699,0.000021831438,0.0000013790993,0.0031859637,0.001226153,0.37463886],"study_design_scores_gemma":[0.00092080847,0.00021379629,0.066365734,0.04749393,0.0001357123,0.00005934117,0.0061700796,0.000012641305,7.602286e-7,0.00032796286,0.87805396,0.00024526616],"about_ca_topic_score_codex":0.0029302472,"about_ca_topic_score_gemma":0.0037955542,"teacher_disagreement_score":0.87682784,"about_ca_system_score_codex":0.0002505999,"about_ca_system_score_gemma":0.00070828566,"threshold_uncertainty_score":0.81006783},"labels":[],"label_agreement":null},{"id":"W2092630579","doi":"10.2307/3552256","title":"Health Status and Health Services Utilization of Canada's Immigrant and Non-Immigrant Populations","year":2000,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":172,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Medicine; Gerontology; Geography; Economics","score_opus":0.056799962181129864,"score_gpt":0.37878702771631995,"score_spread":0.3219870655351901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092630579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7299824,0.0033092126,0.000004187662,0.26074597,0.00015403196,0.00086258334,0.0009169972,0.000034470148,0.0039901636],"genre_scores_gemma":[0.98151654,0.0019354443,0.000024731351,0.014791269,0.00013371759,0.00003424653,0.00019860326,0.00002151968,0.0013439393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774766,0.00016031362,0.00053227524,0.00024048924,0.0001725123,0.0011467659],"domain_scores_gemma":[0.99804324,0.000038119884,0.00019553553,0.00021428106,0.00011298698,0.0013958109],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036298897,0.00016637407,0.0003721756,0.0003812662,0.0017285908,0.000017251936,0.00009098311,0.00007345578,0.00015294604],"category_scores_gemma":[0.000029934752,0.00015903523,0.000017822804,0.00052730896,0.00006965316,0.0001388643,0.000029313444,0.00016560312,0.0000029278506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000781033,0.000017075516,0.8357646,0.00076830975,0.000041764742,0.0000012197667,0.013575149,0.0000019781835,6.142686e-7,0.031008776,0.028223492,0.09058925],"study_design_scores_gemma":[0.00038030304,0.000043062624,0.804081,0.00012968197,0.0000035242952,8.7423905e-7,0.0026664955,0.000062363266,1.6399484e-7,0.00031991102,0.19220893,0.00010368378],"about_ca_topic_score_codex":0.9998132,"about_ca_topic_score_gemma":0.999947,"teacher_disagreement_score":0.25153413,"about_ca_system_score_codex":0.0011352437,"about_ca_system_score_gemma":0.017834706,"threshold_uncertainty_score":0.999571},"labels":[],"label_agreement":null},{"id":"W2092983191","doi":"10.1001/dmp.2010.48","title":"Mitigating the Risk of Late-Life Mental Health Problems for Veterans: Contributions of the Life Course Perspective to Emergency Management","year":2010,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Life course approach; Perspective (graphical); Mental health; Course (navigation); Emergency management; Psychology; Medicine; Gerontology; Medical emergency; Psychiatry; Engineering; Political science; Computer science; Developmental psychology","score_opus":0.06123984005850947,"score_gpt":0.43203264025175486,"score_spread":0.3707928001932454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092983191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6496303,0.0021048961,0.0005298055,0.3380607,0.0020259176,0.0057936027,0.00072672707,0.000033264467,0.001094747],"genre_scores_gemma":[0.9898923,0.00090023305,0.000062472245,0.0075157695,0.0003464195,0.00091303943,0.000048475245,0.00002142359,0.00029984376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965948,0.0008319771,0.0011876486,0.0003224487,0.0003754921,0.0006876653],"domain_scores_gemma":[0.9971476,0.00044044366,0.0008915828,0.00046016317,0.0005874185,0.0004727672],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035058574,0.00020129433,0.00057095423,0.00007807411,0.0019446095,0.000005071332,0.00029275994,0.00007180118,0.000118717784],"category_scores_gemma":[0.0011423455,0.00010773586,0.00009427153,0.0003569058,0.0003041534,0.00009145667,0.00022766976,0.0004059237,0.0000014918895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007708982,0.00020643274,0.053162236,0.0018941496,0.00043669165,5.8596832e-8,0.8292033,0.0000025864665,0.000025235404,0.022386918,0.09034356,0.0022617616],"study_design_scores_gemma":[0.0033766234,0.000757526,0.07051676,0.0012208474,0.00014655368,6.3659724e-7,0.83541113,0.0001208624,9.719288e-7,0.0013975818,0.0868642,0.00018629407],"about_ca_topic_score_codex":0.0046485616,"about_ca_topic_score_gemma":0.004244146,"teacher_disagreement_score":0.340262,"about_ca_system_score_codex":0.00008097054,"about_ca_system_score_gemma":0.00070131355,"threshold_uncertainty_score":0.9993547},"labels":[],"label_agreement":null},{"id":"W2093670040","doi":"10.1177/0002764211407835","title":"Contracting Out Hospital Support Jobs: The Effects of Poverty Wages, Excessive Workload, and Job Insecurity on Work and Family Life","year":2011,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outsourcing; Workload; Multinational corporation; Labour economics; Work (physics); Negotiation; Wage; Business; Job insecurity; Poverty; Income Support; Demographic economics; Health care; Temporary work; Economics; Economic growth; Political science; Finance; Management; Marketing","score_opus":0.04667939106793587,"score_gpt":0.36533328582937663,"score_spread":0.31865389476144074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093670040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99517584,0.00043156798,0.00000522504,0.0008810258,0.0010015246,0.0007256241,0.00002574759,0.000043750482,0.0017097142],"genre_scores_gemma":[0.99794817,0.00018160378,0.000051492305,0.0011723994,0.00007370431,0.00008486897,0.0000036777544,0.000017272594,0.00046678766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982259,0.00025485115,0.00035485,0.00037023693,0.00030437257,0.00048978283],"domain_scores_gemma":[0.9985597,0.00043758756,0.00045189142,0.00025213676,0.000104178434,0.00019449138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039381933,0.00020454054,0.00039231122,0.000060663242,0.0009993422,0.000023573817,0.00018286085,0.000061003346,0.00004307019],"category_scores_gemma":[0.00020269553,0.00013376275,0.00005555471,0.00028006276,0.0011209111,0.00014936831,0.0002698058,0.00040474022,0.000014079485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006046134,0.00015410954,0.96284026,0.0000326392,0.000019917876,0.00001739993,0.012667896,4.9626117e-9,0.00010209609,0.0001121329,0.008458302,0.0155347595],"study_design_scores_gemma":[0.00053255464,0.00077801786,0.99025965,0.00020287221,0.000087918925,3.5607425e-7,0.006144976,1.5579084e-7,0.000034948625,0.000039876395,0.0017464118,0.00017228251],"about_ca_topic_score_codex":0.0037841971,"about_ca_topic_score_gemma":0.00055943057,"teacher_disagreement_score":0.02741935,"about_ca_system_score_codex":0.000039292914,"about_ca_system_score_gemma":0.000064112435,"threshold_uncertainty_score":0.7686233},"labels":[],"label_agreement":null},{"id":"W2093749318","doi":"10.1111/1475-4932.12141","title":"Economic Insecurity in Australia: Who is Feeling the Pinch and How?","year":2014,"lang":"en","type":"article","venue":"Economic Record","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Australian Research Council","keywords":"Unemployment; Demographic economics; Economics; Population; Geography; Econometrics; Demography; Economic growth; Sociology","score_opus":0.06523909976758091,"score_gpt":0.3749195103751796,"score_spread":0.3096804106075987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093749318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617892,0.00008564561,0.0000052730356,0.026658325,0.0011761739,0.00036534164,0.000014667453,0.000027996952,0.009877404],"genre_scores_gemma":[0.9901498,0.00044541995,0.000028630657,0.0010066027,0.00067824917,0.00007934938,0.0000031363254,0.000017739116,0.0075910473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987225,0.00021600904,0.0003539123,0.00030571502,0.000025161266,0.0003766999],"domain_scores_gemma":[0.9990652,0.00041910246,0.00017605012,0.00027037467,0.000009460214,0.00005981283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008360597,0.00015323832,0.0003204359,0.000064177395,0.0004358857,0.000027674934,0.00016813428,0.000119438715,0.00068937277],"category_scores_gemma":[0.000034327237,0.00012033662,0.00004810406,0.000020694646,0.000072596966,0.00015411175,0.00017487112,0.00037637897,0.00070382725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016792874,0.00000457448,0.9142663,0.000034570287,0.000023169692,2.51012e-7,0.002726284,0.0000036353324,0.0000023059654,0.0037984094,0.0751107,0.0040130173],"study_design_scores_gemma":[0.00086598506,0.000056546705,0.52860034,0.000081277154,0.000012367949,6.1084506e-7,0.0010710872,0.0006682097,0.000010269878,0.008477965,0.45992842,0.00022691599],"about_ca_topic_score_codex":0.0037807599,"about_ca_topic_score_gemma":0.02105924,"teacher_disagreement_score":0.38566595,"about_ca_system_score_codex":0.00022011338,"about_ca_system_score_gemma":0.00004867215,"threshold_uncertainty_score":0.9968039},"labels":[],"label_agreement":null},{"id":"W2093844646","doi":"10.1007/s12122-013-9171-3","title":"The Effects of Being Out of the Labor Market on Subsequent Wages: Evidence for Uruguay","year":2013,"lang":"en","type":"article","venue":"Journal of Labor Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Earnings; Quarter (Canadian coin); Economics; Labour economics; Wage; Sample (material); Wage growth; Social security; Real wages; Finance; Economic growth","score_opus":0.1832232669576667,"score_gpt":0.5288324684705449,"score_spread":0.3456092015128782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093844646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477892,0.003199757,0.000004818216,0.044865295,0.0010517858,0.0017576352,0.000009896934,0.0000040426567,0.0013175886],"genre_scores_gemma":[0.98601013,0.0034563192,0.00004938872,0.00023661589,0.00040031003,0.00015569394,1.3536595e-7,0.000019720477,0.009671698],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9956877,0.00186116,0.0007274377,0.00010781726,0.0011004265,0.0005154247],"domain_scores_gemma":[0.9755333,0.020496257,0.0005466091,0.0003562379,0.002980416,0.000087160784],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0068816324,0.000101979305,0.00031240302,0.0001256018,0.0009646254,0.000017349725,0.00067042175,0.00007808644,0.0001046489],"category_scores_gemma":[0.014031196,0.000045454464,0.00014804277,0.00034545508,0.0002487872,0.00014531189,0.00024265144,0.000905284,0.0000127641715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016808594,0.0002719686,0.45297492,0.0039285556,0.00049033214,0.000009803072,0.017121563,0.0000023928835,0.035940904,0.010137385,0.46834153,0.009099792],"study_design_scores_gemma":[0.0021277866,0.0023706178,0.8996413,0.010842537,0.000070746755,9.98974e-7,0.008091776,0.00001679682,0.014687872,0.0089799855,0.053032022,0.0001375965],"about_ca_topic_score_codex":0.00013882548,"about_ca_topic_score_gemma":0.00013044028,"teacher_disagreement_score":0.44666633,"about_ca_system_score_codex":0.00014122148,"about_ca_system_score_gemma":0.0004362207,"threshold_uncertainty_score":0.994274},"labels":[],"label_agreement":null},{"id":"W2094849942","doi":"10.1016/j.annepidem.2015.02.005","title":"Misery loves company? A meta-regression examining aggregate unemployment rates and the unemployment-mortality association","year":2015,"lang":"en","type":"review","venue":"Annals of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Unemployment; Moderation; Economics; Medicine; Demography; Demographic economics; Econometrics; Statistics; Mathematics; Macroeconomics","score_opus":0.6653558710852402,"score_gpt":0.5778378230712726,"score_spread":0.08751804801396756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094849942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010078698,0.9839337,0.000009097327,0.0103376,0.0008777544,0.0023269795,0.00015981127,0.00010947488,0.0012377246],"genre_scores_gemma":[0.00021690427,0.99241626,0.000052991596,0.002701937,0.00044839623,0.0009343707,0.00018499549,0.000086825894,0.00295733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9726489,0.021025568,0.0037897378,0.0008389569,0.00041546303,0.0012813314],"domain_scores_gemma":[0.95759946,0.033984773,0.006652288,0.0008520465,0.00065641105,0.00025501312],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033438627,0.00091430283,0.009429782,0.00021563031,0.0006743534,0.000008608595,0.00051859336,0.0009956895,0.00015226023],"category_scores_gemma":[0.014799778,0.00043770607,0.001098859,0.00032075832,0.0006303887,0.00012053206,0.0008042198,0.0012875106,0.00009208364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002980992,0.0002334366,0.1573267,0.02314781,0.034442768,0.000011271757,0.0026265003,0.0000066169255,2.5084347e-7,0.013422709,0.47277707,0.29570678],"study_design_scores_gemma":[0.0008739952,0.00013738459,0.0022906002,0.006554973,0.00653064,0.0000015912157,0.00025371814,0.000008580326,4.0694198e-7,0.007301166,0.97565824,0.00038873468],"about_ca_topic_score_codex":0.0010827123,"about_ca_topic_score_gemma":0.00019339618,"teacher_disagreement_score":0.50288117,"about_ca_system_score_codex":0.00015133765,"about_ca_system_score_gemma":0.00036354206,"threshold_uncertainty_score":0.9998075},"labels":[],"label_agreement":null},{"id":"W2094862754","doi":"10.1350/ijps.5.4.229.24934","title":"Police Peacekeeping: Health Risks and Challenges in a Post-Conflict Environment","year":2003,"lang":"en","type":"article","venue":"International Journal of Police Science & Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of Ottawa","keywords":"Peacekeeping; Work (physics); Demobilization; Attendance; Psychology; Political science; Public administration; Law; Engineering","score_opus":0.1811487433996025,"score_gpt":0.4521261799906449,"score_spread":0.27097743659104245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094862754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8659721,0.0039406163,0.000092064074,0.07884696,0.001404913,0.0005989446,0.000007701743,0.000018496194,0.049118184],"genre_scores_gemma":[0.9686576,0.027491797,0.00048679623,0.0027852436,0.00018197756,0.000015840735,4.686814e-7,0.000009243532,0.00037100734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976201,0.00019774912,0.0006352173,0.00023211144,0.00085962104,0.00045516994],"domain_scores_gemma":[0.99890345,0.00009630994,0.00050144177,0.00013919255,0.00018737702,0.00017222112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027281835,0.00012947641,0.00021416874,0.00070367305,0.0003228122,0.00002811497,0.0004917613,0.000029545201,0.00007478569],"category_scores_gemma":[0.00005509376,0.00011013344,0.000046439724,0.0001570883,0.00019635767,0.00033546123,0.00028001762,0.00026668832,0.000026733538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002579877,0.001001468,0.14859919,0.00041569115,0.0006537603,0.00007389044,0.27645734,0.0002970901,0.0007023662,0.28432548,0.0025788893,0.28463686],"study_design_scores_gemma":[0.0014468024,0.00019801068,0.81319535,0.00031475633,0.000014967799,0.00002257501,0.044292655,0.000013989766,0.000022619037,0.00083068665,0.13949145,0.00015611287],"about_ca_topic_score_codex":0.0044882195,"about_ca_topic_score_gemma":0.000868246,"teacher_disagreement_score":0.6645962,"about_ca_system_score_codex":0.0005403081,"about_ca_system_score_gemma":0.00016254008,"threshold_uncertainty_score":0.67848754},"labels":[],"label_agreement":null},{"id":"W2094868037","doi":"10.1016/j.jvb.2006.10.003","title":"Organizational and client commitment among contracted employees: A replication and extension with temporary workers","year":2006,"lang":"en","type":"article","venue":"Journal of Vocational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Organizational commitment; Continuance; Agency (philosophy); Psychology; Social psychology; Temporary work; Perceived organizational support; Affective events theory; Job satisfaction; Work (physics); Public relations; Job performance; Job attitude; Sociology; Political science","score_opus":0.03547122928528665,"score_gpt":0.3552288520130546,"score_spread":0.319757622727768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094868037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546653,0.0003716984,0.00015031519,0.0031029903,0.00010797455,0.00047609967,0.000011187148,0.000018058481,0.00029513834],"genre_scores_gemma":[0.99806714,0.000060130922,0.0007592386,0.00016491143,0.0002265343,0.000052168012,0.00006146322,0.000016919204,0.00059148273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864954,0.00010804723,0.00058666593,0.00017214524,0.0003455008,0.00013811677],"domain_scores_gemma":[0.99816704,0.00022200457,0.00060338393,0.00013237169,0.0007934684,0.000081751285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043418733,0.000115847,0.00020075109,0.00011249883,0.0004744924,0.00001497504,0.0000536896,0.00007314858,0.000047401845],"category_scores_gemma":[0.00007042479,0.000083197476,0.000022261549,0.00014017004,0.00011792291,0.00019933596,0.00003883791,0.00022722426,0.0000025420375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009423937,0.00021722078,0.9936082,0.00001507328,0.00002483498,0.0000075010926,0.00023865566,0.0000021254884,0.00045882643,0.00096086296,0.0040047057,0.00036779273],"study_design_scores_gemma":[0.0011282245,0.0001993416,0.9959991,0.00018594842,0.00010767643,0.000027615255,0.0007193966,0.0000035970304,0.000032909105,0.00034747834,0.0011565315,0.00009216743],"about_ca_topic_score_codex":0.0001291921,"about_ca_topic_score_gemma":0.000079522404,"teacher_disagreement_score":0.002938079,"about_ca_system_score_codex":0.000087440356,"about_ca_system_score_gemma":0.00016237021,"threshold_uncertainty_score":0.36494598},"labels":[],"label_agreement":null},{"id":"W2094919114","doi":"10.1177/0018726712464802","title":"The nuanced nature of work quality: Evidence from rural Newfoundland and Ireland","year":2013,"lang":"en","type":"article","venue":"Human Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Memorial University of Newfoundland","funders":"","keywords":"Context (archaeology); Work (physics); Quality (philosophy); Affect (linguistics); Sociology; Quality of working life; Set (abstract data type); Social psychology; Public relations; Psychology; Job satisfaction; Political science; Geography; Engineering","score_opus":0.07894730757570534,"score_gpt":0.43290048747304644,"score_spread":0.3539531798973411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094919114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802963,0.0039769914,0.000023133687,0.009061911,0.00023510259,0.00046292678,0.0000074783334,0.000037132973,0.0058990233],"genre_scores_gemma":[0.98528147,0.00026690454,0.000067849105,0.00013296922,0.00014712333,0.00009859784,0.000017084292,0.000008385721,0.0139796045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990003,0.0002260514,0.00034356434,0.00011153923,0.0001391718,0.00017935521],"domain_scores_gemma":[0.9972727,0.0021464794,0.00018237202,0.00022676394,0.00012959033,0.00004212401],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00023972294,0.00008386268,0.00014767794,0.000023980929,0.0019941218,0.0000177373,0.0000949955,0.00014589411,0.00036540878],"category_scores_gemma":[0.00024154881,0.000052763848,0.00003262004,0.000103894105,0.00013850705,0.00015742859,0.000088347326,0.00048529403,0.0000946599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008320124,0.0000058134506,0.9661564,0.000009979027,0.000034319648,6.7009424e-8,0.003947193,9.1563237e-7,0.00006829496,0.014682583,0.014850189,0.00023591616],"study_design_scores_gemma":[0.0002572778,0.000014496882,0.9725633,0.00029002316,0.000022000822,3.4863625e-8,0.0018969971,0.0000037630489,7.3554827e-7,0.020563122,0.0043246886,0.00006351768],"about_ca_topic_score_codex":0.002837545,"about_ca_topic_score_gemma":0.003893984,"teacher_disagreement_score":0.0105255,"about_ca_system_score_codex":0.000033776632,"about_ca_system_score_gemma":0.000024433943,"threshold_uncertainty_score":0.9993051},"labels":[],"label_agreement":null},{"id":"W2095660123","doi":"10.4102/curationis.v28i2.946","title":"Aspects of the working life of women in the nursing profession in South Africa: survey results","year":2005,"lang":"en","type":"article","venue":"Curationis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Nursing; Work (physics); Service (business); Working life; Questionnaire; Working environment; Survey research; Medicine; Psychology; Medical education; Business; Sociology; Geography; Quality (philosophy); Marketing; Applied psychology","score_opus":0.13400734342044557,"score_gpt":0.40401246072091107,"score_spread":0.2700051173004655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095660123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737211,0.00019327604,0.000006050195,0.008805773,0.0002429755,0.0005988979,0.000010777682,0.000009202826,0.016411964],"genre_scores_gemma":[0.99930644,0.00001211617,0.000013765783,0.000114080125,0.000104321036,0.00006709819,0.00000620041,0.000006660765,0.00036933308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757475,0.0011944993,0.000576352,0.00011890224,0.00021957679,0.0003159334],"domain_scores_gemma":[0.9986503,0.0006889111,0.00033012935,0.00022855862,0.000078842524,0.000023273857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026525871,0.000074953794,0.00018662155,0.00006561553,0.0003915649,0.000004544902,0.00017591474,0.00007106456,0.000012237036],"category_scores_gemma":[0.0012300349,0.0000419628,0.0000249232,0.00053652335,0.00007530156,0.00007132877,0.000053435422,0.00029386042,0.0000050286594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109331166,0.000091890666,0.5219944,0.000028913557,0.0000059168688,1.3998365e-7,0.4737441,0.00003297833,0.000051497325,0.0021109898,0.001116396,0.0007134192],"study_design_scores_gemma":[0.0007130661,0.00002124943,0.9495817,0.00063115894,0.0000033104307,2.6475037e-8,0.047316186,0.00004302193,0.000052175226,0.0008082287,0.0007808478,0.00004907452],"about_ca_topic_score_codex":0.0001844372,"about_ca_topic_score_gemma":0.0022243527,"teacher_disagreement_score":0.4275872,"about_ca_system_score_codex":0.00020255671,"about_ca_system_score_gemma":0.00021332312,"threshold_uncertainty_score":0.30116403},"labels":[],"label_agreement":null},{"id":"W2095804586","doi":"10.18740/s48884","title":"Assessing Employment Risk: New Dimensions in the Measurement of Unemployment.","year":2009,"lang":"en","type":"article","venue":"Socialist studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Unemployment; Restructuring; Retrenchment; Globe; Vulnerability (computing); Economic security; Economic restructuring; Population; Social security; Economics; Risk society; Sociology; Development economics; Political science; Economic growth; Psychology; Market economy; Social science","score_opus":0.23535803434041372,"score_gpt":0.48782067321403194,"score_spread":0.2524626388736182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095804586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8313594,0.013399101,0.000051433806,0.13142309,0.0014186312,0.002025494,0.00001958274,0.00015868491,0.020144591],"genre_scores_gemma":[0.99273175,0.001982404,0.00012271825,0.0040831943,0.00043997148,0.00009811866,0.0000037601203,0.000016358443,0.0005217198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966597,0.0008216856,0.000823424,0.0002840061,0.0008382905,0.00057289744],"domain_scores_gemma":[0.99808604,0.0007720759,0.00046669453,0.00030252553,0.00031978756,0.000052910123],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024716395,0.000252464,0.0005891617,0.000099468896,0.001970901,0.000015606905,0.00024342851,0.000093705,0.00002750792],"category_scores_gemma":[0.0009007924,0.00016458615,0.000148593,0.00042551503,0.00016689084,0.00014431747,0.0001488006,0.00045277493,0.000016803664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006346789,0.00039350847,0.58674586,0.00009516963,0.0005145566,0.000008114616,0.13789006,0.000012154854,0.00015726454,0.02291957,0.24313618,0.008064123],"study_design_scores_gemma":[0.0018506577,0.00024312107,0.7722941,0.00069856475,0.00028963556,1.5412e-7,0.1371443,0.0000018927711,0.00005210809,0.05777502,0.029305711,0.00034476724],"about_ca_topic_score_codex":0.0014804893,"about_ca_topic_score_gemma":0.0025064796,"teacher_disagreement_score":0.21383047,"about_ca_system_score_codex":0.00039107967,"about_ca_system_score_gemma":0.00023544699,"threshold_uncertainty_score":0.9993284},"labels":[],"label_agreement":null},{"id":"W2096385879","doi":"10.1002/j.2161-1920.2002.tb00843.x","title":"the experience of unemployment for fishery workers in newfoundland: what helps and hinders","year":2002,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Exploratory research; Outreach; Psychology; Sociology; Economic growth; Economics; Social science","score_opus":0.07327474084035404,"score_gpt":0.3759787757521456,"score_spread":0.30270403491179154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096385879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97511595,0.01453633,0.00029414328,0.0077708107,0.0014951769,0.0006163418,0.0000019998956,0.000011222962,0.00015800881],"genre_scores_gemma":[0.9676969,0.029198952,0.0003012437,0.0008088242,0.00033894574,0.00009429986,8.129112e-7,0.000032909058,0.0015271123],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99747986,0.00018409526,0.0012288511,0.00016690369,0.00046196484,0.0004783461],"domain_scores_gemma":[0.99720097,0.0014301852,0.0007812386,0.00017351378,0.000314964,0.000099124096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015841242,0.0001829896,0.00042208406,0.00014197371,0.0006497423,0.00005408544,0.00022860858,0.00009170168,0.000047771708],"category_scores_gemma":[0.00020086106,0.00012116572,0.00012120592,0.00017083803,0.0001306191,0.00047421333,0.00005794797,0.0003543813,0.0000019383144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000437386,0.00014534149,0.905572,0.00012937775,0.0001842155,0.000009482567,0.066625364,0.00013911405,0.00016608728,0.00026811377,0.01219749,0.014126043],"study_design_scores_gemma":[0.015758617,0.0025152978,0.08316159,0.010146909,0.0003395864,0.000033273303,0.5342798,0.002140182,0.0001499773,0.00546887,0.34485117,0.0011546877],"about_ca_topic_score_codex":0.00033224432,"about_ca_topic_score_gemma":0.0014425553,"teacher_disagreement_score":0.8224104,"about_ca_system_score_codex":0.00021814299,"about_ca_system_score_gemma":0.000066446075,"threshold_uncertainty_score":0.49973583},"labels":[],"label_agreement":null},{"id":"W2096422939","doi":"10.3138/cpp.2014-077","title":"Occupational Stigma and Mental Health: Discrimination and Depression among Front-Line Service Workers","year":2015,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Stigma (botany); Mental health; Sex work; Psychology; Front line; Depression (economics); Association (psychology); Psychiatry; Social psychology; Medicine; Political science; Human immunodeficiency virus (HIV)","score_opus":0.09831807238468153,"score_gpt":0.4026676694046716,"score_spread":0.30434959701999004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096422939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8002162,0.00090975215,0.000021178597,0.19253656,0.00036064087,0.0005345246,0.00023518351,0.00004919846,0.0051367343],"genre_scores_gemma":[0.98888993,0.00008172691,0.00006797225,0.008369638,0.0005432709,0.000069927715,0.00032519188,0.000018328004,0.0016340303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985954,0.0001724874,0.0002543452,0.00022659815,0.00017315327,0.0005780141],"domain_scores_gemma":[0.99818784,0.000057532066,0.00011409249,0.00013025191,0.00018621639,0.001324059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003892863,0.00013626047,0.00016838068,0.0003570889,0.0012292997,0.000032044514,0.00008387155,0.00010429607,0.000055383858],"category_scores_gemma":[0.00032562754,0.00012307767,0.000012672211,0.0002144549,0.00008071227,0.00034511712,0.00010331338,0.00018616304,0.0000216412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010911267,0.00000638306,0.86322796,0.000046536737,0.000013797639,6.552077e-7,0.0056999014,2.275003e-7,5.16637e-7,0.0025619005,0.117616385,0.010814801],"study_design_scores_gemma":[0.0007907514,0.00002367525,0.89760345,0.0000921828,0.000004213487,0.0000012029342,0.004965205,0.00013370879,2.2348766e-7,0.0005337027,0.095731534,0.00012013587],"about_ca_topic_score_codex":0.6621852,"about_ca_topic_score_gemma":0.8824378,"teacher_disagreement_score":0.22025262,"about_ca_system_score_codex":0.0008892571,"about_ca_system_score_gemma":0.0034821052,"threshold_uncertainty_score":0.94549036},"labels":[],"label_agreement":null},{"id":"W2096887438","doi":"10.1177/0038038515580526","title":"Book Review Symposium: Michael Burawoy (ed.), <i>Precarious Engagements: Combat in the Realm of Public Sociology</i>","year":2015,"lang":"en","type":"article","venue":"Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Realm; Sociology; Public sociology; Environmental ethics; Social science; Political science; Philosophy; Law","score_opus":0.11345285630212863,"score_gpt":0.42344456700637967,"score_spread":0.309991710704251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096887438","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05603831,0.6598073,0.000019417748,0.2530577,0.0014413295,0.002261002,0.000039249495,0.000110408975,0.027225256],"genre_scores_gemma":[0.41258922,0.24279964,0.00005428069,0.3333747,0.00067853613,0.0016024255,0.00028225593,0.000066285655,0.008552664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99218315,0.005774401,0.00082441635,0.00031340602,0.0001971184,0.0007074797],"domain_scores_gemma":[0.997228,0.0015471448,0.0004127624,0.00046984717,0.0002621395,0.00008006999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047505307,0.0002194627,0.0007403363,0.00007381154,0.00048300758,0.0000023987247,0.0005243129,0.0003800135,0.0003056983],"category_scores_gemma":[0.0007350897,0.00014625108,0.00012506227,0.00012335164,0.00093664194,0.000095813935,0.00033738476,0.0010901516,0.00022421413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013169686,0.000075414064,0.07709627,0.0003973389,0.00008398219,0.0000044300696,0.041825876,1.8267924e-7,0.00003644201,0.008319179,0.87201124,0.00013646024],"study_design_scores_gemma":[0.001385006,0.0003114077,0.0068743713,0.00036594376,0.00008178091,0.0000018427436,0.011221947,0.0000014170704,0.0000014816836,0.0070896107,0.9724889,0.00017633411],"about_ca_topic_score_codex":0.0003576613,"about_ca_topic_score_gemma":0.00010545096,"teacher_disagreement_score":0.41700768,"about_ca_system_score_codex":0.00015195832,"about_ca_system_score_gemma":0.0002749152,"threshold_uncertainty_score":0.5963946},"labels":[],"label_agreement":null},{"id":"W2097637919","doi":"10.2105/ajph.2005.083873","title":"Association Between the Decline in Workers’ Compensation Claims and Workforce Composition and Job Characteristics in Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Workforce; Incentive; Investment (military); Demographics; Demographic economics; Labour economics; Business; Compensation (psychology); Demography; Environmental health; Medicine; Economics; Economic growth; Psychology; Political science","score_opus":0.0615987250965999,"score_gpt":0.3718493225405931,"score_spread":0.3102505974439932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097637919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.893369,0.00007981047,0.00030239436,0.10576381,0.00016425956,0.00019037335,0.0000041623043,0.0000031784657,0.00012296888],"genre_scores_gemma":[0.9947596,0.00018330048,0.0001381706,0.004657773,0.00016395329,0.0000023866023,0.000011867681,0.0000069348803,0.00007601011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975846,0.0006733757,0.00093675894,0.00008822793,0.000291307,0.00042574856],"domain_scores_gemma":[0.9971512,0.0012466897,0.0012120052,0.00005840251,0.00015420158,0.00017748713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062630954,0.00008767161,0.00039854163,0.00014453425,0.0003193914,0.000015039394,0.00007003602,0.000041031122,0.0000109244465],"category_scores_gemma":[0.0001481734,0.00006612421,0.000014212319,0.00028990995,0.000059947437,0.00011917946,0.000044175988,0.00076793396,2.678246e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023003462,0.00001196741,0.9566604,0.0000097425755,0.000020240317,0.000002477646,0.0046907626,3.716078e-7,8.039104e-7,0.00006791272,0.00088859326,0.037623737],"study_design_scores_gemma":[0.00053864985,0.00012984032,0.98234326,0.00014599829,0.0000066734715,0.0000019754423,0.0061797295,0.0000048258626,7.68887e-8,0.000059632985,0.010535048,0.00005426423],"about_ca_topic_score_codex":0.88726354,"about_ca_topic_score_gemma":0.9904514,"teacher_disagreement_score":0.1031879,"about_ca_system_score_codex":0.0023301616,"about_ca_system_score_gemma":0.0015677122,"threshold_uncertainty_score":0.60932916},"labels":[],"label_agreement":null},{"id":"W2097940305","doi":"10.7202/013722ar","title":"The Role of Nonstandard Workers in Client-Organizations","year":2006,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Agency (philosophy); Economic shortage; Loyalty; Work (physics); Diversity (politics); Face (sociological concept); Service (business); Marketing; Labour economics; Public relations; Economics; Sociology; Political science; Engineering","score_opus":0.017356352067688142,"score_gpt":0.32078035614817524,"score_spread":0.3034240040804871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097940305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74767786,0.0019126745,0.00021115478,0.008567216,0.00031026526,0.0007080785,0.000041099036,0.00007440082,0.24049725],"genre_scores_gemma":[0.99019307,0.00009147984,0.000056856068,0.000017014201,0.000095242416,0.000044643068,0.000023875766,0.000012107341,0.009465721],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889785,0.00014530406,0.000471906,0.000103628794,0.00014707488,0.00023426217],"domain_scores_gemma":[0.99872166,0.0007540706,0.00015321291,0.00017500167,0.0001750295,0.000021048128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028566673,0.0000782785,0.00011412082,0.000096883115,0.0012150735,0.0000055151295,0.000102801714,0.0001656074,0.00014754901],"category_scores_gemma":[0.00027286954,0.000057495028,0.0000261659,0.0008778393,0.00011923034,0.000057919886,0.00006341251,0.00039007806,0.00006123229],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062894733,0.000025203446,0.93090135,5.2245537e-7,0.000010387095,1.8417165e-7,0.00064548984,0.00023638953,0.000014919427,0.04894795,0.016939558,0.002271752],"study_design_scores_gemma":[0.00070165703,0.000022940492,0.4643488,0.00019463255,0.000029433148,2.1379714e-7,0.035643682,0.00009161648,0.00011723842,0.006784567,0.4919241,0.00014111357],"about_ca_topic_score_codex":0.0010762074,"about_ca_topic_score_gemma":0.0016090155,"teacher_disagreement_score":0.47498456,"about_ca_system_score_codex":0.00008800104,"about_ca_system_score_gemma":0.00027331564,"threshold_uncertainty_score":0.9345486},"labels":[],"label_agreement":null},{"id":"W2098371059","doi":"10.5271/sjweh.699","title":"Influence of lack of full-time employment on attempted suicide in Manitoba, Canada","year":2003,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Manitoba Centre for Health Policy, University of Manitoba","keywords":"Unemployment; Confounding; Odds ratio; Suicide prevention; Census; Confidence interval; Logistic regression; Demography; Suicide attempt; Odds; Medicine; Poison control; Occupational safety and health; Injury prevention; Human factors and ergonomics; Gerontology; Psychology; Medical emergency; Environmental health; Population; Sociology; Economics","score_opus":0.0531849578268865,"score_gpt":0.33871196596610764,"score_spread":0.28552700813922116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098371059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937606,0.0010100516,0.000010126288,0.0038974583,0.00019996903,0.0005882428,0.000022111975,0.0000040251693,0.0005074176],"genre_scores_gemma":[0.99735254,0.00093242765,0.00018380249,0.0009141805,0.000054810913,0.000012774714,0.000003701359,0.000026489011,0.00051925983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957898,0.00080041593,0.0018254515,0.00020621205,0.0007410201,0.0006370989],"domain_scores_gemma":[0.99731195,0.00032998435,0.0017297906,0.0002984871,0.00005621331,0.00027358168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014931948,0.00023977002,0.0008450901,0.00021082113,0.0002360519,0.0000020327159,0.0002323561,0.00008487954,0.00037405043],"category_scores_gemma":[0.00008844664,0.00020312937,0.000092429975,0.00027900946,0.00010845532,0.00007416678,0.000055655528,0.000610805,0.000026749529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003039499,0.00021542059,0.98933756,0.00016674414,0.00006246234,0.000020800839,0.0009337275,0.0017242712,0.00021475385,0.0001323484,0.0063839015,0.0005040777],"study_design_scores_gemma":[0.0017401933,0.0009603499,0.9879252,0.0028718386,0.000021648342,0.000004899636,0.0011158992,6.191257e-7,0.00015339737,0.0001240914,0.0049167946,0.00016508154],"about_ca_topic_score_codex":0.042233113,"about_ca_topic_score_gemma":0.051497832,"teacher_disagreement_score":0.009264717,"about_ca_system_score_codex":0.0015412737,"about_ca_system_score_gemma":0.0007338676,"threshold_uncertainty_score":0.9658099},"labels":[],"label_agreement":null},{"id":"W2098452761","doi":"10.7202/038708ar","title":"L’évolution des inégalités dans les pays industrialisés : le point sur la situation","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.12529128638624112,"score_gpt":0.35066839312932435,"score_spread":0.22537710674308323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098452761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8650027,0.0018799766,0.0018394334,0.078924164,0.0014766605,0.0011543559,0.0001335865,0.00025767958,0.049331456],"genre_scores_gemma":[0.9717666,0.00193578,0.0003334607,0.0018453571,0.0018242153,0.00010796451,0.00014602696,0.0000559758,0.021984648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9944763,0.0026619069,0.0012078127,0.0005907464,0.00013243368,0.0009307943],"domain_scores_gemma":[0.9966617,0.0019140214,0.00038236723,0.00048338668,0.00029029482,0.0002682231],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002276613,0.0005049324,0.000678064,0.00017169234,0.0013869846,0.000084152685,0.00028249592,0.0012989155,0.00063152314],"category_scores_gemma":[0.0017136537,0.0005160884,0.0002416012,0.00027780308,0.00047923834,0.0011933068,0.00014768128,0.0012081576,0.00020643539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028989115,0.0008233312,0.055568278,0.00035436748,0.00025394457,0.000019306712,0.06660582,0.000084678846,0.0014488124,0.55409104,0.04738094,0.2730796],"study_design_scores_gemma":[0.004030531,0.0006758028,0.46430728,0.0015010498,0.00023769081,0.000016783632,0.018957011,0.00022245098,0.0022638636,0.101746716,0.4048905,0.0011503209],"about_ca_topic_score_codex":0.047717836,"about_ca_topic_score_gemma":0.01850407,"teacher_disagreement_score":0.4523443,"about_ca_system_score_codex":0.0012564199,"about_ca_system_score_gemma":0.0007591959,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W2098725833","doi":"10.1176/pn.43.13.0018","title":"Buyouts, Layoffs Can Be Toxic to Mental Health","year":2008,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stressor; Anxiety; Job loss; Depression (economics); Psychology; Recession; Collar; Job market; Demographic economics; Business; Psychiatry; Gerontology; Political science; Unemployment; Medicine; Finance; Economics; Engineering","score_opus":0.07084456343632578,"score_gpt":0.40621738169714405,"score_spread":0.3353728182608183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098725833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47579497,0.0027251297,0.00007931731,0.46798083,0.0059489077,0.0022448597,0.00017105663,0.00037376335,0.04468118],"genre_scores_gemma":[0.7865741,0.0044235606,0.0030044299,0.13799204,0.0039493656,0.00046439294,0.00013575546,0.0001297967,0.06332655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976721,0.00022650993,0.0005843684,0.00037953773,0.00032221776,0.0008152646],"domain_scores_gemma":[0.9989655,0.00007135268,0.00018071568,0.00035782997,0.000051003823,0.00037357188],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025127197,0.00022344076,0.00037139183,0.000193583,0.002273697,0.000004398527,0.00021603757,0.000085685046,0.00044245645],"category_scores_gemma":[0.000030618416,0.00019056666,0.00009843534,0.00056681846,0.000032467236,0.000050337116,0.00015015394,0.0003480676,0.0006410916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002951285,0.00006865368,0.27376488,0.000036498714,0.000019468736,0.0000014344319,0.009830552,3.7471997e-7,0.000006892883,0.0005884366,0.7142455,0.0014077645],"study_design_scores_gemma":[0.0010847894,0.00029430044,0.095700875,0.000032050015,0.000009766351,0.0000039835645,0.0032646807,0.0000012438092,0.000002607595,0.00021180707,0.8991494,0.0002444654],"about_ca_topic_score_codex":0.007106287,"about_ca_topic_score_gemma":0.0094177695,"teacher_disagreement_score":0.32998878,"about_ca_system_score_codex":0.00022993237,"about_ca_system_score_gemma":0.0003796314,"threshold_uncertainty_score":0.99950546},"labels":[],"label_agreement":null},{"id":"W2099043167","doi":"10.1136/jech.2005.045237","title":"Precarious employment and health: developing a research agenda","year":2007,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":450,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Unemployment; Flexibility (engineering); Temporary work; Labour economics; Context (archaeology); Job security; Labour market flexibility; Work (physics); Medicine; Social security; Economics; Economic growth","score_opus":0.677385630080275,"score_gpt":0.6434563403456841,"score_spread":0.03392928973459086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099043167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5739056,0.030956304,0.0059813038,0.3838371,0.001392275,0.0011548866,0.0000094131465,0.00005982616,0.0027033323],"genre_scores_gemma":[0.88707167,0.025568847,0.014726583,0.07100735,0.00089242525,0.0000248545,0.000015528287,0.000053666427,0.00063908007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.96903056,0.024807418,0.003582276,0.00023640349,0.00037362325,0.0019697312],"domain_scores_gemma":[0.9726404,0.023234654,0.0020975196,0.0005900615,0.0007988268,0.0006385651],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.16500364,0.00022315602,0.0014328205,0.0005813256,0.006038128,0.0000047258504,0.0004915926,0.00025406925,0.000031424734],"category_scores_gemma":[0.007840506,0.0001758057,0.00011624632,0.00040445724,0.00040401978,0.00012455,0.00067200715,0.006315879,0.000016153306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018497776,0.00014580168,0.78265846,0.00058933604,0.00014291555,0.0000076179313,0.03159352,0.0000018811984,0.000004716473,0.010098641,0.1339176,0.040654533],"study_design_scores_gemma":[0.0008664122,0.0015548386,0.72819346,0.0010889001,0.000006913462,0.000030788273,0.010062859,0.0000018790805,0.0000013039562,0.011998978,0.24608389,0.000109786255],"about_ca_topic_score_codex":0.034353442,"about_ca_topic_score_gemma":0.060107462,"teacher_disagreement_score":0.3131661,"about_ca_system_score_codex":0.0019857495,"about_ca_system_score_gemma":0.0027207437,"threshold_uncertainty_score":0.99597657},"labels":[],"label_agreement":null},{"id":"W2099620662","doi":"10.1002/ajim.20626","title":"Gender, precarious work, and chronic diseases in South Korea","year":2008,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Socioeconomic status; Gerontology; Mental health; Demography; Chronic disease; Alcohol consumption; Epidemiology; Environmental health; Public health; Population; Psychiatry","score_opus":0.12665053726848594,"score_gpt":0.38331879617280734,"score_spread":0.25666825890432143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099620662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98651564,0.004347466,0.000016864851,0.0073356847,0.0009099415,0.0002456778,0.000004260784,0.0000129952,0.0006114768],"genre_scores_gemma":[0.9949917,0.0010123181,0.000013943064,0.0004276697,0.0033819424,0.000008756204,0.0000018719684,0.00001511941,0.00014665819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980856,0.000360669,0.00075300847,0.00012973772,0.00032407188,0.00034687086],"domain_scores_gemma":[0.99831,0.0005391796,0.00068949204,0.00011027013,0.00011805091,0.00023298096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042917303,0.00014839877,0.0006571862,0.00023645975,0.00023044916,0.0000014483227,0.00012052427,0.00007116942,0.00012453603],"category_scores_gemma":[0.00075601006,0.00009716217,0.0000447722,0.00045164736,0.0006700221,0.00006789306,0.00005894537,0.0008559907,0.0000032908417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003963088,0.00002997866,0.9251173,0.0000061642413,0.000068495305,0.00010304788,0.014782328,0.000002715257,0.000006748193,0.000023658737,0.011803097,0.047660172],"study_design_scores_gemma":[0.019517656,0.00644289,0.91943103,0.003281057,0.00032507657,0.000069632304,0.026848458,0.000003099855,0.0000062527943,0.00014037981,0.023532394,0.00040205487],"about_ca_topic_score_codex":0.0002722476,"about_ca_topic_score_gemma":0.000035145913,"teacher_disagreement_score":0.047258116,"about_ca_system_score_codex":0.00016721738,"about_ca_system_score_gemma":0.00047863173,"threshold_uncertainty_score":0.39621583},"labels":[],"label_agreement":null},{"id":"W2099916412","doi":"10.1111/ruso.12043","title":"Does Citizenship Status Matter in <scp>C</scp>anadian Agriculture? Workplace Health and Safety for Migrant and Immigrant Laborers","year":2014,"lang":"en","type":"article","venue":"Rural Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Guelph","funders":"WorkSafeBC","keywords":"Citizenship; Immigration; Legislature; Inclusion (mineral); Political science; Sociology; Demographic economics; Economic growth; Gender studies; Economics; Law","score_opus":0.015432310569649535,"score_gpt":0.3201922820049227,"score_spread":0.30475997143527317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099916412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91784316,0.0025887897,0.000028136885,0.07768093,0.00040992038,0.00091882417,0.00011655834,0.000040064973,0.0003736429],"genre_scores_gemma":[0.9823662,0.0016332727,0.00017083909,0.012160081,0.00029953136,0.00021148151,0.00012705555,0.00002267104,0.0030088853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763656,0.0006329082,0.00041028627,0.000284785,0.000062358755,0.00097311434],"domain_scores_gemma":[0.99716485,0.00225914,0.00016032063,0.00010999773,0.000052706928,0.0002529867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006451955,0.00020191543,0.00050078746,0.00006588238,0.0008129938,0.0000064268593,0.000067380344,0.00026455338,0.000021339974],"category_scores_gemma":[0.00032751303,0.00011470253,0.000045169912,0.00006912948,0.00027265327,0.000034276658,0.000070203816,0.00039112748,0.00002016794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045990284,0.000008159983,0.8432169,0.00023691395,0.000040636627,6.149311e-7,0.05621248,3.5475418e-7,0.00003865669,0.0036714594,0.09602365,0.00050421373],"study_design_scores_gemma":[0.001702049,0.00015745548,0.78764355,0.00012763747,0.000012265503,7.2399246e-7,0.046526283,0.0000053937115,0.0000012369943,0.007617741,0.1561134,0.00009224865],"about_ca_topic_score_codex":0.004862324,"about_ca_topic_score_gemma":0.016678162,"teacher_disagreement_score":0.065520845,"about_ca_system_score_codex":0.00011863832,"about_ca_system_score_gemma":0.0000658311,"threshold_uncertainty_score":0.9306806},"labels":[],"label_agreement":null},{"id":"W2100027864","doi":"10.12927/whp.2006.18148","title":"Health Indicators and Geographic Mobility among Young Rural-to-Urban Migrants in China","year":2006,"lang":"en","type":"article","venue":"World health & population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Mental Health","keywords":"China; Urbanization; Geographic mobility; Modernization theory; Industrialisation; Geography; Population; Rural area; Environmental health; Socioeconomics; Demography; Demographic economics; Medicine; Economic growth; Political science; Sociology; Economics","score_opus":0.015778308291512905,"score_gpt":0.3583210834593123,"score_spread":0.3425427751677994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100027864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97175276,0.0015366625,0.0000226563,0.023028463,0.0004612987,0.0024866504,0.000028028777,0.00016420936,0.00051925157],"genre_scores_gemma":[0.9961088,0.00018427514,0.00010504554,0.002068951,0.00023801763,0.00023154951,0.0002422827,0.000030691775,0.0007904119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962995,0.00075652724,0.0012445153,0.000428277,0.0003177802,0.0009534073],"domain_scores_gemma":[0.9986755,0.00011827909,0.0005443063,0.00028806756,0.000031756426,0.0003420469],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018028769,0.00024278897,0.0005733672,0.0010498924,0.0016452137,0.000011559462,0.00009651407,0.00010208633,0.000033909153],"category_scores_gemma":[0.00005504037,0.00023027434,0.000052437787,0.0013640485,0.00006169778,0.00017208734,0.0000931167,0.00054626714,0.000012443513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035702473,0.00007445362,0.9821507,0.00034843036,0.0000048017246,4.870969e-7,0.0038960257,0.000013250428,4.9017405e-7,0.0015924306,0.0083852755,0.0034979668],"study_design_scores_gemma":[0.00069081405,0.00007240257,0.99438095,0.00047991954,0.0000039410475,2.0911239e-7,0.00044758237,0.000032232845,1.0136027e-7,0.0014239353,0.002294369,0.00017354295],"about_ca_topic_score_codex":0.36456573,"about_ca_topic_score_gemma":0.515977,"teacher_disagreement_score":0.15141128,"about_ca_system_score_codex":0.000563969,"about_ca_system_score_gemma":0.00014158015,"threshold_uncertainty_score":0.99965453},"labels":[],"label_agreement":null},{"id":"W2100136824","doi":"10.1111/j.0008-3658.2006.00135.x","title":"Requiem or rebirth? Internal labour markets and labour market restructuring in the Kitchener and Sault Ste. Marie regions","year":2006,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Fordism; Labour economics; Economic restructuring; Economics; Sociology; Economy; Finance","score_opus":0.01478495575618738,"score_gpt":0.26283235086081846,"score_spread":0.24804739510463109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100136824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96948385,0.0048584095,0.0000013826441,0.01705411,0.0006161815,0.00087758654,0.00036314686,0.00008561265,0.0066597247],"genre_scores_gemma":[0.97879696,0.008366689,0.00015900737,0.002697534,0.0003972793,0.00027454313,0.00004062586,0.00006935877,0.009198023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99595636,0.0005829127,0.00073642534,0.0006957567,0.00028173652,0.0017468159],"domain_scores_gemma":[0.997374,0.0010537198,0.00022852828,0.0005727131,0.00018403977,0.0005870081],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009514326,0.0005248486,0.0005388193,0.0025909953,0.0023745503,0.00012815674,0.0004803519,0.00031083982,0.00023803642],"category_scores_gemma":[0.00032761018,0.00038573847,0.00011766528,0.0027631759,0.00134648,0.00029635825,0.00017648823,0.0007929981,0.0000021809656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015507851,0.000011915368,0.9050596,0.0002623858,0.00009091941,0.0003457141,0.0030370604,4.0976832e-7,0.000006008683,0.046202812,0.04233751,0.0024906115],"study_design_scores_gemma":[0.00065155,0.000061601466,0.7187343,0.000251159,0.00003797792,0.0000411921,0.02172136,0.0000020521509,7.005144e-7,0.009212845,0.24891391,0.0003713151],"about_ca_topic_score_codex":0.8330826,"about_ca_topic_score_gemma":0.9980697,"teacher_disagreement_score":0.2065764,"about_ca_system_score_codex":0.000117317504,"about_ca_system_score_gemma":0.00024077317,"threshold_uncertainty_score":0.99985945},"labels":[],"label_agreement":null},{"id":"W2100217247","doi":"10.1136/bmj.g3809","title":"Economic recession may have caused 10 000 extra suicides","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Suicide prevention; Poison control; Injury prevention; Computer science; Medicine; Data science; Medical emergency; Economics; Keynesian economics","score_opus":0.08454638062914521,"score_gpt":0.43732910931675656,"score_spread":0.35278272868761135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100217247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6156303,0.00019115965,0.000070457,0.032726064,0.0017717128,0.00087795604,0.000020002099,0.00022941091,0.3484829],"genre_scores_gemma":[0.89173806,0.00005644118,0.00010558587,0.0011147403,0.001282954,0.00016557136,0.000020880167,0.000028676472,0.10548709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855965,0.00030744256,0.00042248765,0.00022720068,0.0000990452,0.00038419943],"domain_scores_gemma":[0.9989771,0.00041804943,0.0001776499,0.00030076667,0.000042986165,0.00008340919],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007994877,0.00013655859,0.00024483004,0.00005733495,0.00070925377,0.000008148869,0.00012561228,0.00013133629,0.0043816622],"category_scores_gemma":[0.00015225269,0.00010722405,0.000053161057,0.000028688086,0.000046499295,0.00008446445,0.00011630994,0.00020329599,0.00297674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042128115,0.0000144773,0.36873528,0.000057096793,0.000023796416,0.0000014070616,0.0010603055,0.0000036235956,0.000119304175,0.0022161556,0.62270725,0.0050191637],"study_design_scores_gemma":[0.00073319796,0.00006772966,0.25915736,0.00017418289,0.000019673662,3.4862265e-7,0.0009130666,0.000081735474,0.00014940013,0.0013416408,0.73716456,0.00019711646],"about_ca_topic_score_codex":0.00074780686,"about_ca_topic_score_gemma":0.0018928356,"teacher_disagreement_score":0.27610773,"about_ca_system_score_codex":0.00009255551,"about_ca_system_score_gemma":0.000061644096,"threshold_uncertainty_score":0.9977996},"labels":[],"label_agreement":null},{"id":"W2100309665","doi":"10.1080/13557850802227049","title":"‘Education? It is irrelevant to my job now. It makes me very depressed …’: exploring the health impacts of under/unemployment among highly skilled recent immigrants in Canada","year":2008,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":205,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Immigration; Unemployment; Mental health; Population; Census; Demographic economics; Medicine; Index (typography); Psychology; Economic growth; Gerontology; Political science; Environmental health; Economics; Psychiatry","score_opus":0.13283835954575274,"score_gpt":0.40545115636631757,"score_spread":0.27261279682056483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100309665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70016086,0.0023555905,0.000011267799,0.29511738,0.0006889462,0.0013861296,0.000039218492,0.000023030243,0.00021760384],"genre_scores_gemma":[0.90273505,0.0414024,0.000049280465,0.05464078,0.00012869677,0.00028190558,0.000013585197,0.000030007343,0.0007183132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594486,0.0007216028,0.0012698113,0.00045001297,0.0005645008,0.0010492316],"domain_scores_gemma":[0.99778473,0.00058446854,0.00048238065,0.00044367902,0.00018578283,0.00051896187],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014878188,0.0002951244,0.00078006147,0.00016518774,0.0016145355,0.0000066834073,0.00023893951,0.000077309174,0.00007820397],"category_scores_gemma":[0.00011554806,0.00022183316,0.000056680237,0.00048685234,0.00009483849,0.00014368945,0.00019533256,0.0006881495,0.000013171743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013819427,0.00017805603,0.7003746,0.0006367467,0.00005680684,0.0000028574646,0.08432963,0.00003214278,0.00001191066,0.00016395742,0.21170753,0.0023675628],"study_design_scores_gemma":[0.00084717356,0.0002347931,0.95726514,0.001150108,0.000009120793,0.000001206663,0.027493961,0.000011711213,0.000039206763,0.00010671384,0.012644194,0.00019667853],"about_ca_topic_score_codex":0.963197,"about_ca_topic_score_gemma":0.993351,"teacher_disagreement_score":0.25689054,"about_ca_system_score_codex":0.0017791289,"about_ca_system_score_gemma":0.0083057275,"threshold_uncertainty_score":0.9996852},"labels":[],"label_agreement":null},{"id":"W2100558486","doi":"10.2190/hs.40.2.j","title":"The Solution Space: Developing Research and Policy Agendas to Eliminate Employment-Related Health Inequalities","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute for Occupational Safety and Health","keywords":"Inequality; Psychological intervention; Context (archaeology); Public economics; Health policy; Health care; Social policy; Social inequality; Economics; Business; Economic growth; Medicine; Nursing; Geography","score_opus":0.12138964255166423,"score_gpt":0.5310429368388618,"score_spread":0.4096532942871976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100558486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5000952,0.0016853381,0.000068991416,0.4948636,0.0024357778,0.00037040975,0.000013637616,0.000021494101,0.0004455601],"genre_scores_gemma":[0.9818942,0.0046177767,0.0005850241,0.010137989,0.0012325253,0.000030060812,0.0000095022415,0.000024971241,0.0014679657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596524,0.0008206794,0.0013543486,0.00017360103,0.00097534014,0.00071078254],"domain_scores_gemma":[0.9959282,0.0009129132,0.0009705828,0.00014648818,0.0017875719,0.00025422926],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007839605,0.00014297279,0.00030711488,0.0005569622,0.0026134606,0.00007647623,0.0005504746,0.00008600567,0.000029105322],"category_scores_gemma":[0.00022745559,0.00009755272,0.000043778207,0.0003132026,0.00010776575,0.00025232267,0.0004149205,0.0010285415,0.000035409907],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093139155,0.00023165153,0.17513321,0.0014834309,0.00081535894,0.000027604005,0.23524705,0.000011937237,0.0006965195,0.393275,0.036825623,0.15532124],"study_design_scores_gemma":[0.0016695408,0.0008945374,0.41212812,0.0025592048,0.000006492075,0.000048147504,0.040512107,0.000034028715,0.000051025487,0.03616044,0.505709,0.00022735292],"about_ca_topic_score_codex":0.010365167,"about_ca_topic_score_gemma":0.011820233,"teacher_disagreement_score":0.48472562,"about_ca_system_score_codex":0.000516773,"about_ca_system_score_gemma":0.0016908769,"threshold_uncertainty_score":0.998685},"labels":[],"label_agreement":null},{"id":"W2100585475","doi":"10.1111/caje.12018","title":"The source of the new Canadian job stability patterns","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stability (learning theory); Aggregate (composite); Job creation; Economics; Demographic economics; Labour economics; Computer science; Materials science","score_opus":0.1563427109200947,"score_gpt":0.2436465264626563,"score_spread":0.08730381554256161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100585475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94502586,0.0002746585,0.000009536564,0.04770518,0.002689584,0.0007410443,0.00012279066,0.0000041215567,0.003427218],"genre_scores_gemma":[0.9921972,0.000115428054,0.0000176741,0.0018919072,0.00081561046,0.000033667744,0.000002864159,0.0000445254,0.0048811072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969315,0.0002869977,0.0012808496,0.00023684125,0.000006072805,0.0012577642],"domain_scores_gemma":[0.9948058,0.00059035444,0.000923111,0.00068457716,0.00043397702,0.0025621597],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001080784,0.00026049712,0.00053803506,0.0002533394,0.0015412084,0.000060313505,0.001077421,0.00021120367,0.001384865],"category_scores_gemma":[0.0005529774,0.00019013084,0.00027965463,0.00012655498,0.00027758756,0.00026781257,0.00006062768,0.0007984358,0.00005345878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016571184,0.0000036307968,0.8939948,0.0000541029,0.00020659716,0.0000056419626,0.0068116607,0.00013034335,0.00000615363,0.059657834,0.034050778,0.005061879],"study_design_scores_gemma":[0.0010488016,0.00020890495,0.44974524,0.00035338168,0.000089624096,0.000042891217,0.014820653,0.00011763685,0.00007274363,0.091438,0.4415323,0.0005298258],"about_ca_topic_score_codex":0.990431,"about_ca_topic_score_gemma":0.9999628,"teacher_disagreement_score":0.44424957,"about_ca_system_score_codex":0.003583855,"about_ca_system_score_gemma":0.011864805,"threshold_uncertainty_score":0.99975866},"labels":[],"label_agreement":null},{"id":"W2100633860","doi":"10.7202/028630ar","title":"The Effects of Job Design on Turnover, Absenteeism and Health","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Absenteeism; Turnover; Psychology; Demographic economics; Business; Environmental health; Medicine; Social psychology; Economics; Management","score_opus":0.07551477375100663,"score_gpt":0.38243107236136137,"score_spread":0.30691629861035474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100633860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6662319,0.02098527,0.0019395988,0.2667873,0.0015231337,0.004042086,0.000019606958,0.00021065373,0.038260456],"genre_scores_gemma":[0.97897,0.0019576533,0.0001511479,0.00059809216,0.00022882548,0.0000673806,0.0000028237137,0.000013750228,0.018010337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893206,0.00026854716,0.00032026417,0.00011297632,0.00013447744,0.00023165399],"domain_scores_gemma":[0.9970308,0.0025294255,0.00017320157,0.00016469289,0.000049041777,0.000052821702],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00049525325,0.00009208203,0.00014178138,0.000054129006,0.0015573088,0.000004526836,0.000066836925,0.00013030315,0.00002289209],"category_scores_gemma":[0.0003201766,0.000059734473,0.000025215353,0.00014008037,0.000084123625,0.000046042067,0.000049150774,0.00045205222,0.00005169664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044882552,0.00009069716,0.18151961,0.000037490434,0.00012898166,7.3522114e-7,0.00694794,0.00012620701,0.000029433259,0.08122044,0.6260382,0.103815384],"study_design_scores_gemma":[0.0015641174,0.00044010454,0.35818285,0.0007218834,0.000036767768,6.8329535e-7,0.0023011235,0.00011272549,0.00019316189,0.0017769227,0.6344967,0.00017294798],"about_ca_topic_score_codex":0.000105204905,"about_ca_topic_score_gemma":0.000083201754,"teacher_disagreement_score":0.3127381,"about_ca_system_score_codex":0.000074987714,"about_ca_system_score_gemma":0.0001501034,"threshold_uncertainty_score":0.9997425},"labels":[],"label_agreement":null},{"id":"W2101006629","doi":"10.1111/caje.12052","title":"The risk and cost of job loss in Canada, 1978–2008","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Seniority; Displaced workers; Earnings; Job loss; Displacement (psychology); Labour economics; Demographic economics; Economics; Unemployment; Psychology; Engineering","score_opus":0.10307719243337865,"score_gpt":0.23597187110173679,"score_spread":0.13289467866835813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101006629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98680186,0.0009031433,0.000001939491,0.008210676,0.0012262309,0.0005719192,0.00017532695,0.0000015074786,0.0021074007],"genre_scores_gemma":[0.9968479,0.0014378213,0.000023513223,0.0005772517,0.0002602709,0.00005050452,0.0000026057264,0.000023920958,0.0007761869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975544,0.00020123056,0.001181062,0.00018707804,0.0000039777347,0.0008722371],"domain_scores_gemma":[0.9967885,0.00069427653,0.00087887817,0.00026824672,0.00025736153,0.001112737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008501289,0.00020034905,0.00056832284,0.0002730898,0.00059544656,0.000022610477,0.00037651314,0.00011495714,0.00026591017],"category_scores_gemma":[0.0003670525,0.00017560285,0.0000767802,0.00009352122,0.00021652966,0.00021849303,0.000036639507,0.0006403391,0.000011677957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023079538,0.000002040727,0.95637155,0.00003459247,0.000088392764,0.000030671832,0.0015061098,0.0002117245,8.9791126e-7,0.028387442,0.007837887,0.0055055995],"study_design_scores_gemma":[0.0013004682,0.00013676382,0.84765625,0.00023759251,0.000038786522,0.00005180853,0.008668948,0.0002651555,0.000008792715,0.044737544,0.096555315,0.00034259068],"about_ca_topic_score_codex":0.99931026,"about_ca_topic_score_gemma":0.9999982,"teacher_disagreement_score":0.108715326,"about_ca_system_score_codex":0.0038002778,"about_ca_system_score_gemma":0.009463467,"threshold_uncertainty_score":0.996152},"labels":[],"label_agreement":null},{"id":"W2101084355","doi":"10.3138/cpp.2014-084","title":"The Political Economy of Health: A Research Agenda for Addressing Health Inequalities in Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Public health; Health policy; Political science; Inequality; Politics; Social determinants of health; Public administration; Public policy; Welfare state; International health; Population health; Public sector; Economic growth; Health care; Economics; Law; Medicine","score_opus":0.6663897383740677,"score_gpt":0.550633489150752,"score_spread":0.11575624922331562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101084355","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012864456,0.0017497382,0.0000058796227,0.9347773,0.00038135922,0.001191337,0.00044639362,0.000013184107,0.04857031],"genre_scores_gemma":[0.9552482,0.000025503663,0.000016631355,0.042724166,0.00049610354,0.0003745268,0.000041970234,0.000025019235,0.0010479018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422354,0.0015570383,0.00089092285,0.0002074786,0.00025756535,0.0028634698],"domain_scores_gemma":[0.995646,0.0016794195,0.0001956443,0.00033293015,0.0005260585,0.0016199249],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005472662,0.00012618245,0.00039587475,0.0006070833,0.0019058033,0.000028501194,0.00034866208,0.00006882222,0.000014879933],"category_scores_gemma":[0.0037198067,0.00010257833,0.00003506042,0.00056996953,0.00020845389,0.00010860359,0.000099894474,0.0004690806,0.000005030126],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004488243,0.0000037762222,0.02304992,0.00013466297,0.000010276994,6.210872e-7,0.0024270178,9.531456e-8,1.9297515e-8,0.65534496,0.31392643,0.0050976947],"study_design_scores_gemma":[0.0005520614,0.00006806402,0.011707356,0.000121336445,6.1882463e-7,5.010126e-7,0.051521208,0.000017870452,3.5115733e-7,0.045671217,0.8902499,0.00008951598],"about_ca_topic_score_codex":0.99982035,"about_ca_topic_score_gemma":0.9999576,"teacher_disagreement_score":0.9423837,"about_ca_system_score_codex":0.018623214,"about_ca_system_score_gemma":0.30668953,"threshold_uncertainty_score":0.9993936},"labels":[],"label_agreement":null},{"id":"W2101902158","doi":"10.5267/j.msl.2012.10.013","title":"A social work study to measure the effect of unemployment","year":2012,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Unemployment; Work (physics); Computer science; Labour economics; Psychology; Operations management; Economics; Engineering; Data mining; Economic growth","score_opus":0.054662934334531316,"score_gpt":0.3950234588900409,"score_spread":0.3403605245555096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101902158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94034994,0.00001720849,0.00008794134,0.050822865,0.00072664727,0.0027221637,5.32066e-7,0.00004821506,0.0052245124],"genre_scores_gemma":[0.99399745,5.670181e-7,0.000025737247,0.0045719505,0.00021130448,0.0004261693,2.7303153e-7,0.000009630774,0.0007569038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745876,0.00041486596,0.00026749267,0.00023696179,0.0008806988,0.0007412204],"domain_scores_gemma":[0.9993368,0.00014842342,0.00010653756,0.00031025006,0.000020139092,0.00007788879],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004536502,0.00014226377,0.00019520133,0.00015735399,0.002298439,0.000014532572,0.00056102907,0.00001386984,0.00004647225],"category_scores_gemma":[0.000047909012,0.00008234279,0.000051931434,0.0014399712,0.00023126973,0.00013861238,0.0007062918,0.0001589711,0.00018247763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004512678,0.00006603826,0.9331085,0.000039154093,0.000053606775,9.1232545e-7,0.018763958,0.0000064588244,0.0001267564,0.0005489155,0.045178164,0.0020623808],"study_design_scores_gemma":[0.0005532154,0.00017230578,0.9797208,0.000046750112,0.000083462786,2.4632875e-8,0.0064717983,4.662752e-7,0.00005347195,0.0000066423563,0.012777605,0.000113460475],"about_ca_topic_score_codex":0.000044475884,"about_ca_topic_score_gemma":0.000009643627,"teacher_disagreement_score":0.053647548,"about_ca_system_score_codex":0.00013912142,"about_ca_system_score_gemma":0.000003999672,"threshold_uncertainty_score":0.99900043},"labels":[],"label_agreement":null},{"id":"W2102404003","doi":"","title":"A STUDY ON STRESS MANAGEMENT AMONG THE EMPLOYEES OF NATIONALISED BANKS","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stressor; Stress (linguistics); Perception; Work (physics); Psychology; Business; Quarter (Canadian coin); Emotional stress; Social psychology; Medicine; Engineering; Clinical psychology","score_opus":0.09446751009541682,"score_gpt":0.43370597517500636,"score_spread":0.33923846507958955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102404003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81372976,0.000042123058,1.9530026e-7,0.0011093561,0.00045288735,0.0046101864,0.000071486145,0.000030133733,0.17995386],"genre_scores_gemma":[0.9831379,0.0019980236,0.000021412783,0.00009736464,0.00021763427,0.0040364545,0.000044696033,0.000054029246,0.010392504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957199,0.001323307,0.0009910773,0.0006913739,0.00056073983,0.00071360933],"domain_scores_gemma":[0.99621,0.0018653237,0.00039410006,0.0011654319,0.00027927602,0.00008590057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026634338,0.00029900527,0.0005658825,0.00047955776,0.00067165005,0.000035772435,0.0009467752,0.00027827406,0.00026843988],"category_scores_gemma":[0.00027162943,0.00022117811,0.00013755761,0.00013171646,0.00033351098,0.00005839305,0.0026757473,0.0022210034,0.000037171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010826717,0.0008708803,0.9627752,0.00057771173,0.00070225087,0.000014777176,0.010617293,0.0010833819,0.0000010389851,0.0041480595,0.001605445,0.017495729],"study_design_scores_gemma":[0.0009817,0.0002003192,0.9614433,0.00077861245,0.000023851922,4.5464944e-8,0.031056423,0.00008846707,0.0000047973726,0.0020752202,0.003119295,0.0002279608],"about_ca_topic_score_codex":0.0007159696,"about_ca_topic_score_gemma":0.0020312069,"teacher_disagreement_score":0.16956136,"about_ca_system_score_codex":0.0006271006,"about_ca_system_score_gemma":0.00020964048,"threshold_uncertainty_score":0.96492785},"labels":[],"label_agreement":null},{"id":"W2102523874","doi":"10.3386/w15843","title":"The economic crisis and medical care usage","year":2010,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Network for Studies on Pensions, Aging and Retirement; National Science Foundation","keywords":"Business","score_opus":0.37242945058634697,"score_gpt":0.6155675728853586,"score_spread":0.2431381222990116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102523874","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014500636,0.005652678,2.7983805e-7,0.016198827,0.00295083,0.0010836695,0.0002625094,0.00002425861,0.9593263],"genre_scores_gemma":[0.8487468,0.06665147,0.000041317806,0.00028598824,0.01054672,0.0012122125,0.00074056373,0.00014818399,0.07162678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958024,0.0005181756,0.0010069635,0.0004901752,0.0015687878,0.00061349437],"domain_scores_gemma":[0.99145555,0.0059434655,0.00038828305,0.0003738204,0.0016409089,0.0001979551],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010973904,0.0002126311,0.0005247078,0.00034836822,0.0017873327,0.00003376382,0.00063697615,0.00092542794,0.0022507778],"category_scores_gemma":[0.002535909,0.0001541863,0.00013275411,0.000050963223,0.0006276039,0.00008177323,0.0007834824,0.0028417995,0.00042056845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043681834,0.000010107275,0.020494623,0.00037537262,0.00024389925,0.0000024940869,0.00079666445,0.0000014020081,0.0000016032985,0.10849862,0.86561185,0.0039196718],"study_design_scores_gemma":[0.00050893315,0.00006411285,0.0072705285,0.00018893128,0.000020006342,0.0000043571526,0.0026675933,0.000022941425,0.0000052268624,0.07648552,0.9125713,0.00019052635],"about_ca_topic_score_codex":0.008993407,"about_ca_topic_score_gemma":0.021655757,"teacher_disagreement_score":0.88769954,"about_ca_system_score_codex":0.0023933318,"about_ca_system_score_gemma":0.013652246,"threshold_uncertainty_score":0.9995122},"labels":[],"label_agreement":null},{"id":"W2102632005","doi":"10.12927/whp.2007.19515","title":"Stigmatization Experienced by Rural-to-Urban Migrant Workers in China: Findings from a Qualitative Study","year":2007,"lang":"en","type":"article","venue":"World health & population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Stigma (botany); Focus group; Qualitative research; Mental health; China; Beijing; Context (archaeology); Migrant workers; Public health; Destinations; Socioeconomics; Environmental health; Psychology; Economic growth; Sociology; Geography; Medicine; Nursing; Psychiatry","score_opus":0.04403055441169488,"score_gpt":0.4618331762213819,"score_spread":0.417802621809687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102632005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872197,0.0003112711,0.00090782193,0.007309122,0.0006323027,0.0031958132,0.000029522642,0.00014077533,0.00025365467],"genre_scores_gemma":[0.9955042,0.000009923349,0.00034092274,0.001424604,0.00015306899,0.0003202377,0.00041008653,0.000033866047,0.0018030744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961515,0.00092157663,0.0013201688,0.0003957259,0.00045217635,0.0007588638],"domain_scores_gemma":[0.9985547,0.00052412314,0.00040210906,0.0002279765,0.0000738585,0.00021720803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023664758,0.00024112992,0.0004751875,0.00048632568,0.0011223282,0.000012441011,0.00012744128,0.00008280778,0.000116041134],"category_scores_gemma":[0.0002085031,0.0002257168,0.000039813414,0.0012913182,0.000023638104,0.00022297175,0.00007018294,0.00040019213,0.00005204067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012381237,0.00009075031,0.5852636,0.000027483598,0.000008021251,4.78952e-7,0.3992385,0.000006799518,0.00001766611,0.00013741925,0.014391488,0.00069395197],"study_design_scores_gemma":[0.00095478253,0.00010535356,0.76267505,0.0004343266,0.000005317812,1.458396e-8,0.23371112,0.000019659914,0.0000020967977,0.00028371214,0.0016468018,0.00016178652],"about_ca_topic_score_codex":0.120469086,"about_ca_topic_score_gemma":0.23367651,"teacher_disagreement_score":0.1774114,"about_ca_system_score_codex":0.00082112494,"about_ca_system_score_gemma":0.00007559013,"threshold_uncertainty_score":0.92044634},"labels":[],"label_agreement":null},{"id":"W2102745157","doi":"10.1111/j.1466-769x.2008.00349.x","title":"Nurses’ Work: Issues across Time and Place","year":2008,"lang":"en","type":"article","venue":"Nursing Philosophy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Citation; Work (physics); Library science; Psychology; Sociology; Computer science; Engineering","score_opus":0.0853734458766816,"score_gpt":0.43385587867639475,"score_spread":0.34848243279971314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102745157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8558501,0.0025532914,0.0000033450626,0.048540182,0.0011874477,0.00042989285,0.000020098672,0.00030493888,0.0911107],"genre_scores_gemma":[0.96291274,0.00021273024,0.00018329351,0.0010815882,0.0014841924,0.00003314728,0.000016406,0.00004419399,0.034031734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99858284,0.00013492077,0.00025864106,0.00028371028,0.00019918215,0.0005407049],"domain_scores_gemma":[0.99932605,0.00016845616,0.000091286325,0.00022313422,0.00007721539,0.000113828864],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00016087902,0.00018420312,0.00028312538,0.000047233807,0.0021563605,0.0000074867016,0.00010590016,0.0001441487,0.00015654197],"category_scores_gemma":[0.000048380643,0.0001640512,0.000045489378,0.00017555861,0.00038262462,0.00012037924,0.000058627502,0.0003421789,0.0007288233],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052426575,0.00038620087,0.22582541,0.00014158875,0.00012971142,0.00005793172,0.19067587,0.000005897979,0.00016096496,0.006987045,0.562758,0.012347096],"study_design_scores_gemma":[0.0057672607,0.0006335101,0.4701944,0.0055118147,0.00013944267,0.000045679928,0.005036155,0.00006714175,0.0001403838,0.056180768,0.4545274,0.0017560213],"about_ca_topic_score_codex":0.0000320865,"about_ca_topic_score_gemma":0.000002753367,"teacher_disagreement_score":0.24436899,"about_ca_system_score_codex":0.00008084757,"about_ca_system_score_gemma":0.000030533607,"threshold_uncertainty_score":0.9991427},"labels":[],"label_agreement":null},{"id":"W2103086757","doi":"10.1257/app.2.3.96","title":"Do Temporary-Help Jobs Improve Labor Market Outcomes for Low-Skilled Workers? Evidence from “Work First”","year":2010,"lang":"en","type":"article","venue":"American Economic Journal Applied Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":222,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Labour economics; Welfare; Quarter (Canadian coin); Business; Work (physics); Economics; Finance","score_opus":0.023019607484516837,"score_gpt":0.326093923651393,"score_spread":0.3030743161668762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103086757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771037,0.00012324659,0.00014116098,0.0118478965,0.004529076,0.0013724604,0.00030944688,0.00009825751,0.0044747675],"genre_scores_gemma":[0.9845638,0.0014355164,0.0042700693,0.002940514,0.0031761562,0.0006508457,0.00002565099,0.00015568362,0.0027817509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632573,0.000083528575,0.0016666792,0.00076491205,0.0000765483,0.0010826103],"domain_scores_gemma":[0.9931419,0.0035378144,0.002059333,0.00072763715,0.00008634163,0.0004469867],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013589602,0.0005502559,0.0013108073,0.00017538836,0.0015023892,0.00014147947,0.0007996817,0.00023537292,0.002068543],"category_scores_gemma":[0.00020778898,0.000504006,0.00036919213,0.00009622921,0.00037004074,0.00043164863,0.00032817383,0.0013708277,0.0006633949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007027664,0.000046137986,0.93464077,0.000028030661,0.000496734,0.0000011863066,0.0012723589,0.00007592695,0.000039713523,0.0007201372,0.05197313,0.010003115],"study_design_scores_gemma":[0.004408008,0.00020369381,0.8535511,0.00022265746,0.00020240789,0.0000037318343,0.012060308,0.00018057696,0.000061929146,0.009278717,0.1184601,0.0013667523],"about_ca_topic_score_codex":0.0010782789,"about_ca_topic_score_gemma":0.002148613,"teacher_disagreement_score":0.081089646,"about_ca_system_score_codex":0.0005990713,"about_ca_system_score_gemma":0.00054097275,"threshold_uncertainty_score":0.9997975},"labels":[],"label_agreement":null},{"id":"W2103139175","doi":"10.1017/s0714980814000452","title":"Impact of Providing Care on the Risk of Leaving Employment in Canada","year":2014,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Business; Demographic economics; Labour economics; Economics","score_opus":0.020285765348894712,"score_gpt":0.28152275241806873,"score_spread":0.26123698706917403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103139175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632421,0.004090206,0.000010195035,0.025808869,0.0026863194,0.0008284103,0.00040976665,0.000004798485,0.002919338],"genre_scores_gemma":[0.9971957,0.000678097,0.00002013436,0.000746453,0.0005144532,0.000037087793,0.000011920154,0.0000725684,0.0007235717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99408156,0.0021028859,0.0013891985,0.00040730645,0.0002865398,0.0017325318],"domain_scores_gemma":[0.9945894,0.0016746528,0.0011773381,0.0005788474,0.000508092,0.0014717059],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028654984,0.000505831,0.0008600533,0.0005999167,0.0012348363,0.000041891355,0.00060153217,0.00016347859,0.00056852883],"category_scores_gemma":[0.0015986862,0.0003939916,0.00032089092,0.0005212318,0.00017745941,0.00009971392,0.00006054829,0.0017887318,0.0000064422284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000033491444,0.00004071877,0.90685606,0.00048707807,0.00039386307,0.00023889392,0.046803974,0.0066940053,0.000013755342,0.0070961285,0.014870095,0.016471915],"study_design_scores_gemma":[0.0013258962,0.0011215601,0.8287566,0.013745679,0.0002252581,0.00003540777,0.035157233,0.0004095531,0.000049177528,0.00031481497,0.118244156,0.0006146823],"about_ca_topic_score_codex":0.9971655,"about_ca_topic_score_gemma":0.99982744,"teacher_disagreement_score":0.10337406,"about_ca_system_score_codex":0.015523159,"about_ca_system_score_gemma":0.009807186,"threshold_uncertainty_score":0.9998512},"labels":[],"label_agreement":null},{"id":"W2103266956","doi":"10.71781/24143","title":"Work, personality and psychological distress : direct and moderating effects of the Big Five personality traits","year":2010,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Personality; Big Five personality traits; Psychology; Big Five personality traits and culture; Alternative five model of personality; Hierarchical structure of the Big Five; Distress; Clinical psychology; Social psychology","score_opus":0.10029340193382456,"score_gpt":0.44115930526585945,"score_spread":0.34086590333203487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103266956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95871794,0.0006271415,4.5375475e-7,0.00045762243,0.000570822,0.0013625602,0.00013065309,0.0000023844138,0.038130444],"genre_scores_gemma":[0.9782708,0.00006625278,0.000096048,0.00005398727,0.00014950582,0.00014744731,0.00009814581,0.000016212633,0.021101572],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818444,0.00052865886,0.00034551977,0.00047630785,0.00020741638,0.00025765089],"domain_scores_gemma":[0.9984594,0.00082073733,0.0003582659,0.00018518712,0.00010380712,0.00007258398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049878645,0.00024710374,0.0005190396,0.000020835992,0.0009827961,0.000039669812,0.00025367402,0.00041732582,0.00023652455],"category_scores_gemma":[0.00037971998,0.00015324046,0.000074301104,0.00009024438,0.00015126089,0.00005610309,0.00021276194,0.00085957104,0.000003965328],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010167409,0.00048118166,0.28084144,0.002862914,0.0004198882,0.0000085070715,0.20243388,2.7747652e-7,0.0018686017,0.00014065315,0.0025402452,0.5073857],"study_design_scores_gemma":[0.0006402335,0.000060718194,0.992291,0.0011557462,0.00012780406,3.9851784e-7,0.0045070755,0.000002606106,0.00015292336,0.00011499101,0.00075467204,0.00019184274],"about_ca_topic_score_codex":0.0006355964,"about_ca_topic_score_gemma":0.0073494148,"teacher_disagreement_score":0.71144956,"about_ca_system_score_codex":0.0000183349,"about_ca_system_score_gemma":0.00005009615,"threshold_uncertainty_score":0.7558972},"labels":[],"label_agreement":null},{"id":"W2103417502","doi":"10.1177/0011392113475806","title":"Generationing relations in challenging times: Americans and Canadians in mid-life in the Great Recession","year":2013,"lang":"en","type":"article","venue":"Current Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Lethbridge","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Unemployment; Poverty; Recession; Socioeconomic status; Sociology; Order (exchange); Shock (circulatory); Qualitative research; Development economics; Economic growth; Demographic economics; Economics; Social science; Population","score_opus":0.10622426379417772,"score_gpt":0.4222829895379165,"score_spread":0.3160587257437388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103417502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95225346,0.0028552893,0.00003770831,0.042248655,0.00035058052,0.00050760584,0.0000031425009,0.000013970493,0.0017296007],"genre_scores_gemma":[0.99730176,0.0010406419,0.000021463684,0.0008554073,0.00011409333,0.00044334983,0.0000275363,0.0000073404512,0.0001884224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838364,0.0007103077,0.00033070557,0.00017729843,0.00005128811,0.0003467737],"domain_scores_gemma":[0.9991994,0.00056158775,0.00007958915,0.00009328095,0.000024514628,0.00004166346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040410634,0.00009257327,0.00019185129,0.00015395199,0.00042633814,0.0000037302316,0.00007682945,0.00010879697,0.00020020292],"category_scores_gemma":[0.00020711137,0.00006806239,0.000014839657,0.00015313295,0.000120853445,0.00009569647,0.000044052886,0.0005736053,0.000047975594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014953908,0.000016219486,0.92001647,0.00002061841,0.0000032222204,8.6010914e-7,0.06983544,0.000048350903,0.000008164295,0.002867123,0.0051093698,0.002072648],"study_design_scores_gemma":[0.00053708034,0.00002115991,0.9452684,0.00017900407,0.0000041828043,2.2864648e-7,0.04643537,0.00054615625,1.2005388e-7,0.0031728195,0.0037300512,0.000105407365],"about_ca_topic_score_codex":0.01857121,"about_ca_topic_score_gemma":0.0355816,"teacher_disagreement_score":0.045048296,"about_ca_system_score_codex":0.00015231656,"about_ca_system_score_gemma":0.000105067986,"threshold_uncertainty_score":0.9879642},"labels":[],"label_agreement":null},{"id":"W2103620910","doi":"10.3138/cpp.2014-079","title":"Welfare States and Health Inequalities","year":2015,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inequality; Welfare; Welfare state; Unemployment; Public economics; Set (abstract data type); Field (mathematics); Health policy; Economics; Political science; Economic growth; Health care; Mathematics; Computer science; Politics","score_opus":0.1850680743075584,"score_gpt":0.43953503164059465,"score_spread":0.25446695733303626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103620910","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10357172,0.0013039785,0.000003927252,0.83677983,0.00032868132,0.00036743798,0.00028269266,0.00011407978,0.057247624],"genre_scores_gemma":[0.95507735,0.00025338877,0.00002056213,0.034686945,0.0006499322,0.000079367914,0.000102817874,0.000025202195,0.009104448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981142,0.00022380873,0.00030035697,0.00018184476,0.00013767269,0.0010420656],"domain_scores_gemma":[0.9975797,0.000048422855,0.00008953837,0.00020187546,0.0001831572,0.0018973193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076738495,0.00013829624,0.00023600683,0.00047827302,0.0012451115,0.000031231295,0.00012755532,0.00008487493,0.00015072367],"category_scores_gemma":[0.0003794869,0.00012418683,0.000019638088,0.0003083035,0.00009902507,0.00018126449,0.00008638119,0.00022422853,0.00009723935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013575092,0.000003529591,0.1624075,0.000056784884,0.000017849889,0.0000021954606,0.008863009,6.6674e-8,3.350962e-8,0.4942019,0.32760525,0.0068405312],"study_design_scores_gemma":[0.00038183344,0.000048087422,0.076865524,0.000022347027,0.0000017325334,0.0000011718494,0.01311982,0.0000037467546,7.193673e-8,0.006687329,0.9027497,0.00011859211],"about_ca_topic_score_codex":0.9013024,"about_ca_topic_score_gemma":0.8837262,"teacher_disagreement_score":0.85150564,"about_ca_system_score_codex":0.0013678176,"about_ca_system_score_gemma":0.007938634,"threshold_uncertainty_score":0.99768543},"labels":[],"label_agreement":null},{"id":"W2104539446","doi":"10.1080/17441690801892240","title":"Nurses, community health workers, and home carers: gendered human resources compensating for skewed health systems","year":2008,"lang":"en","type":"article","venue":"Global Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; World Health Organization","keywords":"Community health workers; Health worker; Medicine; Nursing; Environmental health; Psychology; Population; Health services","score_opus":0.22185156590523072,"score_gpt":0.4540876409853019,"score_spread":0.23223607508007119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104539446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81137294,0.018794607,0.00068963075,0.15293974,0.002368434,0.0073146247,0.0013570697,0.00096252246,0.004200417],"genre_scores_gemma":[0.9829069,0.000957989,0.0005123991,0.013426713,0.0006094728,0.0003560522,0.0005376357,0.000058859077,0.00063400686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9889571,0.005407289,0.0018441078,0.0006047589,0.00058762496,0.002599111],"domain_scores_gemma":[0.99533314,0.000701481,0.001369882,0.00075938465,0.00037678555,0.0014593406],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0064590126,0.00046614488,0.0014642761,0.00017097763,0.017344719,0.0000724527,0.00045762784,0.00022241543,0.000017082539],"category_scores_gemma":[0.00030998382,0.00043571286,0.00012291674,0.0005837366,0.00033598684,0.00024551398,0.00035824897,0.0010999584,0.000015021474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053666856,0.00024463268,0.54749644,0.0034882799,0.00014255894,0.0000018850243,0.060010646,0.0000034668283,3.6087837e-7,0.011061983,0.3722493,0.0052467925],"study_design_scores_gemma":[0.0033857496,0.0013139736,0.5133804,0.0008972283,0.0000077203085,0.000022849577,0.13484174,0.000050721283,1.99847e-8,0.0005073825,0.3451462,0.00044598043],"about_ca_topic_score_codex":0.17422912,"about_ca_topic_score_gemma":0.023539368,"teacher_disagreement_score":0.17153391,"about_ca_system_score_codex":0.002778668,"about_ca_system_score_gemma":0.0034683824,"threshold_uncertainty_score":0.99980944},"labels":[],"label_agreement":null},{"id":"W2104860543","doi":"10.1111/cars.12078","title":"Home Care Workers’ Skills in the Context of Task Shifting: Complexities in Care Work","year":2015,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Task (project management); Health care; Autonomy; Work (physics); Care work; Context (archaeology); Control (management); Nursing; Public relations; Medicine; Psychology; Political science; Economic growth; Management; Economics","score_opus":0.11826919676248575,"score_gpt":0.37138525004103723,"score_spread":0.25311605327855147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104860543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82907224,0.15313275,4.3370315e-7,0.010903177,0.00050004205,0.001356227,0.0003182166,0.00001842131,0.0046985266],"genre_scores_gemma":[0.98725456,0.004302633,0.000053739815,0.0074906824,0.00016515717,0.0003810682,0.00023766629,0.000027875893,0.00008664672],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9949392,0.0019856486,0.0010951037,0.00037606154,0.000084020176,0.0015199811],"domain_scores_gemma":[0.9965706,0.0015114325,0.0004765007,0.0005121273,0.0005221786,0.00040720156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025798245,0.0003130303,0.0013226094,0.00024856557,0.00031184847,0.0000025077968,0.0007946767,0.0005332481,0.000065860244],"category_scores_gemma":[0.0022195172,0.00025223184,0.00020887492,0.0004563893,0.0010853722,0.00005126912,0.00010084933,0.0011100343,0.000017471104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072210214,0.0000071847103,0.6834392,0.0028890541,0.000030098852,0.000031033665,0.29792503,0.0000014529935,3.9273576e-7,0.005415148,0.00933141,0.0009227733],"study_design_scores_gemma":[0.00046889254,0.00008777579,0.43841064,0.005325801,0.000035408964,0.0000010301184,0.5424695,1.5296025e-7,1.4682523e-7,0.0028884322,0.010129973,0.00018223329],"about_ca_topic_score_codex":0.12907891,"about_ca_topic_score_gemma":0.8202957,"teacher_disagreement_score":0.69121677,"about_ca_system_score_codex":0.0032932258,"about_ca_system_score_gemma":0.0029517268,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W2105184148","doi":"10.18740/s4mk56","title":"Labour Market Policies in Denmark and Canada: Could Flexicurity be an Answer for Canadian Workers?","year":2012,"lang":"en","type":"article","venue":"Socialist studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flexicurity; Nexus (standard); Labour economics; Work (physics); Welfare; Social security; Government (linguistics); Disadvantage; Employability; Unemployment; Active labour market policies; Order (exchange); Social policy; Social insurance; Economics; Precarious work; Business; Political science; Economic growth; Market economy; Law; Finance","score_opus":0.11025542120842727,"score_gpt":0.44236221746428767,"score_spread":0.33210679625586037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105184148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8593988,0.0062973388,6.1746107e-7,0.12052193,0.0018745279,0.000985784,0.00068308646,0.00003606364,0.010201894],"genre_scores_gemma":[0.9722249,0.00070140784,0.000043483866,0.015806794,0.0011010753,0.00040848285,0.000020192017,0.000028335335,0.00966534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979515,0.0002715037,0.00033070857,0.00020186488,0.00017640708,0.0010680024],"domain_scores_gemma":[0.9986015,0.00067824573,0.000103502796,0.00013039587,0.00022447236,0.00026190246],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00089759746,0.00021170921,0.00044064687,0.000085889944,0.0026761563,0.000010040903,0.000101155376,0.00018888681,0.000089834706],"category_scores_gemma":[0.00061483454,0.00019055497,0.00003561119,0.00014928948,0.00020796891,0.00017129714,0.00011505932,0.0003340556,0.0000018788421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019521567,0.000012426773,0.63942987,0.000103239894,0.000090795606,9.239956e-7,0.019864421,2.680823e-8,2.615226e-7,0.0058332076,0.33458564,0.000059671664],"study_design_scores_gemma":[0.00035780825,0.000015120412,0.6670447,0.000048410293,0.000028531307,9.009466e-8,0.085547455,2.9086834e-7,4.9118796e-7,0.0011147984,0.24567723,0.00016507883],"about_ca_topic_score_codex":0.9930854,"about_ca_topic_score_gemma":0.99988073,"teacher_disagreement_score":0.11282613,"about_ca_system_score_codex":0.00095036055,"about_ca_system_score_gemma":0.00089974125,"threshold_uncertainty_score":0.99862224},"labels":[],"label_agreement":null},{"id":"W2105378014","doi":"10.1016/j.jhealeco.2008.06.004","title":"Local labor market fluctuations and health: Is there a connection and for whom?","year":2008,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":254,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Toronto","keywords":"Metropolitan area; Mental health; Demographic economics; Sample (material); Economics; Gerontology; Labour economics; Psychology; Medicine; Psychiatry","score_opus":0.11923716585638208,"score_gpt":0.4152548246315568,"score_spread":0.2960176587751747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105378014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77769756,0.011784386,0.0025641588,0.20593238,0.00080413296,0.0007910673,0.000085239066,0.00001427908,0.0003268167],"genre_scores_gemma":[0.90381986,0.063577905,0.0019244625,0.02774425,0.0007600671,0.000053357522,0.000007462678,0.000042492287,0.0020701247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841267,0.00016078333,0.00094312656,0.00012523872,0.000047073994,0.00031113267],"domain_scores_gemma":[0.99825233,0.0004035617,0.0009179079,0.00007873424,0.00016557745,0.00018189895],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015058581,0.00010592246,0.00045462704,0.000104924125,0.0018360063,0.000008566431,0.000045650886,0.000076025884,0.00006958225],"category_scores_gemma":[0.000058844278,0.00009135733,0.000046143814,0.00004193427,0.000093139475,0.00015859195,0.00003141626,0.00025731747,0.0000027740625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047871546,0.00013194804,0.4480624,0.0016524176,0.0002653806,0.0000022979586,0.032194197,0.000018374049,0.0000017542447,0.0086415075,0.44014788,0.06840313],"study_design_scores_gemma":[0.002516001,0.0008911333,0.61103266,0.00021916252,0.000014680494,0.000055130444,0.0063957334,0.0004940631,0.0000015712222,0.004704622,0.37355348,0.000121744226],"about_ca_topic_score_codex":0.0002799919,"about_ca_topic_score_gemma":0.00066194765,"teacher_disagreement_score":0.17818813,"about_ca_system_score_codex":0.0002586917,"about_ca_system_score_gemma":0.001037418,"threshold_uncertainty_score":0.99946344},"labels":[],"label_agreement":null},{"id":"W2105623709","doi":"10.7202/007495ar","title":"The Gender of Precarious Employment in Canada","year":2004,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Statistics Canada; York University; University of Toronto","funders":"","keywords":"Feminization (sociology); Wage; Demographic economics; Labour economics; Work (physics); Inequality; Precarious work; Survey data collection; Sociology; Economics; Gender studies","score_opus":0.06470605342248983,"score_gpt":0.3428078688173745,"score_spread":0.27810181539488465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105623709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613773,0.0013776831,0.0000427534,0.011201573,0.00042739263,0.00056263787,0.000015866053,0.000018503557,0.024976281],"genre_scores_gemma":[0.9965326,0.00016260325,0.000022969696,0.00009265769,0.00004304255,0.00007056557,0.0000052343594,0.0000083011055,0.0030619823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989612,0.00009799216,0.00041036904,0.00009794488,0.00018148305,0.0002510189],"domain_scores_gemma":[0.999136,0.00046324122,0.00012242889,0.00017762683,0.000067186185,0.00003356105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019753062,0.00007657904,0.00011556705,0.00004225647,0.0006727968,0.0000020236762,0.0001055374,0.0000932782,0.00006696798],"category_scores_gemma":[0.00013779827,0.000053268002,0.000020848132,0.00025074978,0.000044264314,0.000033190987,0.00006563741,0.00042664,0.000016143842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008944874,0.000021488531,0.9618175,0.0000027406213,0.000040188377,0.0000019530296,0.004380871,0.0016222898,0.000004608287,0.016666582,0.013119142,0.0023137117],"study_design_scores_gemma":[0.001181329,0.000026211223,0.7929827,0.00013785536,0.000023965236,3.6213453e-7,0.018395804,0.000013214508,0.00007669395,0.0049856594,0.18203431,0.00014186608],"about_ca_topic_score_codex":0.8145167,"about_ca_topic_score_gemma":0.9507833,"teacher_disagreement_score":0.16891517,"about_ca_system_score_codex":0.0007911885,"about_ca_system_score_gemma":0.0030331693,"threshold_uncertainty_score":0.5380712},"labels":[],"label_agreement":null},{"id":"W2105868657","doi":"10.1186/1478-4491-10-23","title":"A narrative review on the effect of economic downturns on the nursing labour market: implications for policy and planning","year":2012,"lang":"en","type":"review","venue":"Human Resources for Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; University of Toronto; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Recession; Workforce; Labour supply; Labour economics; Economics; Supply and demand; Health care; Global recession; Business; Economic policy; Economic growth; Macroeconomics","score_opus":0.17029208447524224,"score_gpt":0.5349485374689732,"score_spread":0.36465645299373095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105868657","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045578432,0.94608384,0.000002433662,0.03516056,0.00015834227,0.013486275,0.0005787473,0.000034015306,0.00404002],"genre_scores_gemma":[0.0004404773,0.98632985,0.000005866917,0.0030510284,0.0013705676,0.0066876845,0.00007904119,0.00007919246,0.0019562673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592173,0.0019189055,0.0010076147,0.00036220162,0.000102271406,0.00068730384],"domain_scores_gemma":[0.98669463,0.011000546,0.0015720777,0.0005599288,0.000054169992,0.00011866071],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036417362,0.00043419245,0.0017404759,0.0001607515,0.0038846375,0.000013596304,0.00034327115,0.0001702285,0.000054881977],"category_scores_gemma":[0.00045794627,0.00020541425,0.0003859899,0.00012704042,0.00017606287,0.000025610545,0.00007053252,0.00059831026,0.000009382811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012437654,0.000048687394,0.00022911672,0.22548507,0.0004344778,4.502741e-8,0.028655998,1.8574995e-7,4.695789e-8,0.15929464,0.29827422,0.28745314],"study_design_scores_gemma":[0.00024221627,0.0006758173,0.0004431888,0.10663466,0.00027745139,7.159949e-7,0.0006481874,2.2358162e-7,3.1750737e-8,0.00075605477,0.89017355,0.00014792495],"about_ca_topic_score_codex":0.00011873983,"about_ca_topic_score_gemma":0.00006637251,"teacher_disagreement_score":0.59189934,"about_ca_system_score_codex":0.0005450256,"about_ca_system_score_gemma":0.0002900264,"threshold_uncertainty_score":0.99741215},"labels":[],"label_agreement":null},{"id":"W2105894409","doi":"10.1136/oemed-2011-100182","title":"Business mergers and acquisitions and the risk of mental disorders: a population-based study","year":2012,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; McGill University; Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Incidence (geometry); Depression (economics); Mental health; Psychiatry; Medicine; Population; Anxiety disorder; Affect (linguistics); Major depressive episode; Psychology; Environmental health; Cognition","score_opus":0.021348201569886132,"score_gpt":0.3358018220530815,"score_spread":0.31445362048319536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105894409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947238,0.0012420675,0.000026866317,0.0030238738,0.00012804134,0.00057520584,0.00007469515,0.0000068459467,0.00019858815],"genre_scores_gemma":[0.9986606,0.0006067123,0.000018419196,0.00026677616,0.000119682896,0.00008352524,0.00013398535,0.0000061847995,0.00010410618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991785,0.00017371286,0.0002281419,0.00010590931,0.00018673342,0.00012699519],"domain_scores_gemma":[0.9993235,0.00042397992,0.000119508084,0.000069769594,0.0000061622704,0.000057106023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036328693,0.00009746949,0.00017018245,0.000039302246,0.0006876484,0.0000012102769,0.000022975517,0.000026824922,0.00023640062],"category_scores_gemma":[0.000051127365,0.00005527386,0.000012097981,0.00005371107,0.0003059008,0.00007896437,0.0000603014,0.00007932014,0.00000160144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016905161,0.00011316466,0.99386257,0.00002073092,0.0000484728,4.29655e-8,0.00426739,0.0000024459214,0.000019943029,0.00027252303,0.0002223636,0.0010013224],"study_design_scores_gemma":[0.0029610177,0.000072673785,0.98745227,0.00003787584,0.000118674005,2.0390263e-7,0.00860467,0.00008582805,4.5693605e-7,0.00021819462,0.00039191262,0.000056245317],"about_ca_topic_score_codex":0.0013755615,"about_ca_topic_score_gemma":0.0001592021,"teacher_disagreement_score":0.0064103017,"about_ca_system_score_codex":0.000019508516,"about_ca_system_score_gemma":0.0000044452377,"threshold_uncertainty_score":0.52889055},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2105945333","doi":"10.1177/0018726706067595","title":"Social structures, agent personality and workers' mental health:A longitudinal analysis of the specific role of occupation and of workplace constraints-resources on psychological distress in the Canadian workforce","year":2006,"lang":"en","type":"article","venue":"Human Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Workforce; Mental health; Personality; Multilevel model; Distress; Social support; Social psychology; Clinical psychology; Psychiatry","score_opus":0.07317052342934345,"score_gpt":0.4035641340546697,"score_spread":0.33039361062532624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105945333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913928,0.00039947065,0.0000040526347,0.0027084542,0.000025298064,0.00037545635,0.0002079912,0.000003262822,0.004883228],"genre_scores_gemma":[0.99965256,0.000011515081,0.000013863721,0.00004340474,0.000032652686,0.00001172773,0.00008403222,0.0000030377025,0.0001472002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987377,0.0003809248,0.0003859413,0.00014256514,0.00019408028,0.00015877653],"domain_scores_gemma":[0.99934113,0.00018951784,0.00028699872,0.00011772087,0.000036282232,0.000028349434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003626405,0.000082008744,0.00021537929,0.00012261832,0.0012133378,0.0000059074982,0.00008276043,0.00008038463,0.00010320425],"category_scores_gemma":[0.0000131813385,0.000052065145,0.00006400521,0.00036848598,0.0004874918,0.000019710857,0.000025989928,0.00023358357,1.9656099e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023054132,0.000039730134,0.95005536,0.000011229424,0.000052752297,9.542598e-8,0.01233222,0.000050209783,0.0000036898546,0.035641253,0.0014721554,0.00031824072],"study_design_scores_gemma":[0.00026179536,0.000025272102,0.99102473,0.000057161487,0.00005861017,1.3305447e-7,0.006560363,0.000010848163,4.1154954e-7,0.0014729223,0.0004875958,0.000040164134],"about_ca_topic_score_codex":0.032056186,"about_ca_topic_score_gemma":0.3777081,"teacher_disagreement_score":0.34565192,"about_ca_system_score_codex":0.0000896827,"about_ca_system_score_gemma":0.000027381255,"threshold_uncertainty_score":0.97438943},"labels":[],"label_agreement":null},{"id":"W2106234841","doi":"10.1177/135910530000500411","title":"Employment Status and Health in Young Adults: Economic and Behavioural Mediators?","year":2000,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Underemployment; Socioeconomic status; Unemployment; Psychology; Environmental health; Gerontology; Young adult; Occupational safety and health; Medicine; Population","score_opus":0.06851912828354592,"score_gpt":0.46594525617155164,"score_spread":0.3974261278880057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106234841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8612926,0.008251769,0.0000032957512,0.12840822,0.0010834386,0.00040361725,0.000016678148,0.000011750419,0.0005286026],"genre_scores_gemma":[0.92439055,0.0561679,0.00017276153,0.018667666,0.0003050581,0.00002140356,0.0000056126205,0.000024789248,0.00024423053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651533,0.0007136391,0.0016304172,0.0002317044,0.00011308935,0.00079581194],"domain_scores_gemma":[0.9985366,0.00011938407,0.0008063987,0.00013398832,0.000041943622,0.00036169344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020743757,0.00016519986,0.00071345,0.00025089167,0.00040378043,0.0000052297823,0.00008841279,0.00012182517,0.00041380242],"category_scores_gemma":[0.000016368786,0.00013763673,0.000038931506,0.00007163684,0.00009440527,0.00013317454,0.000036489622,0.0007280044,0.00002225765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023069276,0.00007120517,0.9231192,0.00007285961,0.000018948947,0.000005075571,0.007497004,4.33149e-7,2.9718842e-7,0.00007416834,0.02370573,0.04520442],"study_design_scores_gemma":[0.004051087,0.0012175811,0.96541667,0.00027696794,0.000005597236,0.00004710291,0.0012293783,0.000001874643,6.1528326e-8,0.0004584203,0.027201617,0.00009362382],"about_ca_topic_score_codex":0.0027152342,"about_ca_topic_score_gemma":0.0072339238,"teacher_disagreement_score":0.109740555,"about_ca_system_score_codex":0.00040786518,"about_ca_system_score_gemma":0.00041548873,"threshold_uncertainty_score":0.5612663},"labels":[],"label_agreement":null},{"id":"W2106352585","doi":"10.7202/706737ar","title":"La mesure du soutien social","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.04336861353855832,"score_gpt":0.38779565446310377,"score_spread":0.34442704092454546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106352585","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25338617,0.0018183434,0.000011289704,0.6340792,0.0027724453,0.00043708278,0.00019868283,0.00019591641,0.10710087],"genre_scores_gemma":[0.9124043,0.00023700656,0.00009480807,0.023629699,0.0332957,0.00006926422,0.00006556003,0.000091663074,0.030111976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957627,0.0018235431,0.00055341475,0.0003723281,0.00043663563,0.0010513732],"domain_scores_gemma":[0.99871546,0.00037158353,0.0002641174,0.00013638451,0.00038343683,0.00012901556],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012515289,0.00035604296,0.0005087766,0.000060189563,0.004107152,0.000037391877,0.000325646,0.0011517796,0.0037131042],"category_scores_gemma":[0.0000683829,0.00038153955,0.00025048284,0.00042924195,0.00023984654,0.00027247443,0.00042414025,0.0013054358,0.0036000565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079731784,0.0002704368,0.01590656,0.00062360783,0.0002653846,0.000010412502,0.39001986,9.5018186e-7,0.000013445988,0.046201628,0.50804895,0.03855902],"study_design_scores_gemma":[0.0014722035,0.000029077844,0.123931386,0.00009120632,0.00020333128,0.0000012181506,0.03527799,0.000018793857,0.0000028117545,0.0028878534,0.83571476,0.0003694019],"about_ca_topic_score_codex":0.0019425113,"about_ca_topic_score_gemma":0.012817052,"teacher_disagreement_score":0.65901816,"about_ca_system_score_codex":0.00035249937,"about_ca_system_score_gemma":0.00034871942,"threshold_uncertainty_score":0.9998636},"labels":[],"label_agreement":null},{"id":"W2106618919","doi":"","title":"The Canadian Temporary Foreign Worker Program Do Short-Term Economic Needs Prevail over Human Rights Concerns?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Enforcement; Context (archaeology); Order (exchange); Position (finance); Temporary work; Labour economics; Business; Work (physics); Labour law; Political science; Economics; Law; Finance; Engineering","score_opus":0.027061490768813604,"score_gpt":0.36792401794034707,"score_spread":0.3408625271715335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106618919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9240899,0.0013420887,0.0000027169497,0.0021557675,0.0012313902,0.0010735068,0.000007944729,0.00008836886,0.07000833],"genre_scores_gemma":[0.9816896,0.00042107512,0.000007177603,0.00013612301,0.0023977656,0.00017773962,0.000013738508,0.00004797105,0.015108813],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99500793,0.00022688061,0.0006186728,0.0002362183,0.00022738814,0.0036829275],"domain_scores_gemma":[0.9987931,0.00014529952,0.00025050968,0.0003736269,0.0001027884,0.00033467571],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022116408,0.00027820142,0.00028180447,0.00016790497,0.008794518,0.0001410107,0.00055371394,0.00027048655,0.0005399839],"category_scores_gemma":[0.000016174574,0.00017808718,0.00016536909,0.00011673919,0.00022020137,0.00025672748,0.000090819056,0.005366356,0.00014436102],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003220554,0.000024916566,0.6211485,0.0000065360937,0.0002845789,0.000004611941,0.00046164758,3.069272e-7,0.000015475029,0.35685742,0.013087281,0.008076516],"study_design_scores_gemma":[0.001324466,0.00047613986,0.09413588,0.00010291288,0.00010308095,0.00004862572,0.0036971471,0.0000109099965,0.00000821134,0.30685613,0.59272474,0.0005117207],"about_ca_topic_score_codex":0.05155278,"about_ca_topic_score_gemma":0.9525886,"teacher_disagreement_score":0.90103585,"about_ca_system_score_codex":0.0018623853,"about_ca_system_score_gemma":0.004679694,"threshold_uncertainty_score":0.9969283},"labels":[],"label_agreement":null},{"id":"W2106661309","doi":"10.2190/hs.40.2.f","title":"Case Studies on Employment-Related Health Inequalities in Countries Representing Different Types of Labor Markets","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute for Occupational Safety and Health","keywords":"Informal sector; Typology; Welfare; Health care; Labour economics; Inequality; Social protection; Economics; Demographic economics; Business; Economic growth; Market economy; Sociology","score_opus":0.05983520137587974,"score_gpt":0.45785846437745903,"score_spread":0.3980232630015793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106661309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96060485,0.0032971317,0.0000015230744,0.030795282,0.004675527,0.00031351397,0.00006513574,0.000020412233,0.00022665682],"genre_scores_gemma":[0.9934498,0.0024405527,0.000059185237,0.0033917292,0.0003472766,0.000015637268,0.000009365223,0.000019317835,0.000267131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955236,0.00073150045,0.0024900401,0.00018032927,0.00069057586,0.00038397923],"domain_scores_gemma":[0.9944854,0.0012506663,0.002870167,0.00016344723,0.0011264845,0.00010388631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003058416,0.00019442469,0.000743578,0.00047750448,0.0003622644,0.000014568949,0.0003302337,0.000086726286,0.00013300145],"category_scores_gemma":[0.00021952468,0.00014177426,0.000087767075,0.00014084573,0.00008095946,0.0002205423,0.00018496565,0.0007206697,0.0000080644495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050139544,0.00028837027,0.91230965,0.0017523606,0.0006274142,0.00027610696,0.071728684,0.00003363586,0.000036563666,0.009260229,0.001158053,0.0020275384],"study_design_scores_gemma":[0.006950879,0.0013134663,0.8074631,0.01292216,0.000054627148,0.00046141524,0.14865,0.00013272317,0.00022007879,0.009829741,0.011517384,0.00048443157],"about_ca_topic_score_codex":0.0021073841,"about_ca_topic_score_gemma":0.008614851,"teacher_disagreement_score":0.10484657,"about_ca_system_score_codex":0.00023629816,"about_ca_system_score_gemma":0.00037488912,"threshold_uncertainty_score":0.57813865},"labels":[],"label_agreement":null},{"id":"W2106696919","doi":"10.1111/j.0008-4085.2005.00271.x","title":"The evolution of job stability in Canada: trends and comparisons with U.S. results","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Fell; Demographic economics; Stability (learning theory); Significant difference; Job loss; Demography; Economics; Mathematics; Statistics; Geography; Sociology; Unemployment; Economic growth; Computer science","score_opus":0.1414240749807364,"score_gpt":0.24894276389321165,"score_spread":0.10751868891247526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106696919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752723,0.0006588757,0.0000036487522,0.020387253,0.00040212457,0.00019070966,0.0002361114,0.0000016983098,0.002847268],"genre_scores_gemma":[0.9990486,0.0001248948,0.00006521138,0.00016400238,0.00021676952,0.00001298936,0.0000039174984,0.000016806767,0.00034683116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978012,0.00016457877,0.0011710912,0.00019607926,0.000004559029,0.00066249043],"domain_scores_gemma":[0.9975198,0.00053318293,0.00075541716,0.00026234775,0.00020446026,0.00072480435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011125468,0.00016881272,0.0005123008,0.00031056776,0.00050527405,0.000012124189,0.0002570277,0.0000840841,0.00004733148],"category_scores_gemma":[0.0001816931,0.00013968837,0.00004851552,0.00014027444,0.0002048072,0.0001810613,0.000021990287,0.0004770342,9.4209605e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00030074173,0.000005575451,0.9381762,0.000031832362,0.00009069527,0.000013351132,0.003222967,0.00089000905,0.0000010936681,0.048752315,0.0040315483,0.004483684],"study_design_scores_gemma":[0.0023025766,0.00029198694,0.9100842,0.00022971001,0.00004213552,0.00003330583,0.019385945,0.0005876472,0.0000117052205,0.0039947494,0.06273946,0.00029660272],"about_ca_topic_score_codex":0.99699724,"about_ca_topic_score_gemma":0.9999996,"teacher_disagreement_score":0.058707908,"about_ca_system_score_codex":0.011752024,"about_ca_system_score_gemma":0.013191227,"threshold_uncertainty_score":0.9924031},"labels":[],"label_agreement":null},{"id":"W2106718780","doi":"10.3138/cpp.2014-074","title":"Qualité de l’emploi et santé mentale des travailleurs au Québec : une comparaison entre les immigrants et les natifs","year":2015,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.14220866583524633,"score_gpt":0.42844046829912624,"score_spread":0.2862318024638799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106718780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5614711,0.009681929,0.000017998504,0.37418565,0.00058309274,0.00053680694,0.0011139835,0.0001049257,0.05230453],"genre_scores_gemma":[0.9475001,0.0008384867,0.000081370665,0.015937991,0.0009921518,0.00012298186,0.00019994874,0.00011205957,0.034214873],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927989,0.0025986002,0.00084341783,0.0005519581,0.00044268285,0.0027644145],"domain_scores_gemma":[0.994807,0.00067167275,0.00029680683,0.0004951486,0.00037007657,0.0033593145],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021079616,0.0005964893,0.0007275411,0.0009056659,0.0023292413,0.0001361148,0.00061476533,0.00059955113,0.0007426001],"category_scores_gemma":[0.0017147763,0.0006159767,0.00020024255,0.0010347383,0.0010526424,0.00053962955,0.00017609741,0.0010689977,0.00046969176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000018814464,0.00012708562,0.42309833,0.00021263705,0.00020461883,0.00003045282,0.1251971,0.0000030275962,0.0000056164654,0.14774638,0.24339116,0.059964787],"study_design_scores_gemma":[0.0011272476,0.00010415625,0.31951928,0.00028249068,0.00004720283,0.000015325732,0.049011335,0.00001895725,0.0000050993376,0.0013305398,0.62811285,0.0004255321],"about_ca_topic_score_codex":0.99947596,"about_ca_topic_score_gemma":0.99977463,"teacher_disagreement_score":0.38602906,"about_ca_system_score_codex":0.010845922,"about_ca_system_score_gemma":0.045143243,"threshold_uncertainty_score":0.99962914},"labels":[],"label_agreement":null},{"id":"W2106724793","doi":"10.7202/031513ar","title":"Stress et santé au travail chez les éducatrices en garderie : le rôle atténuateur du soutien social","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","score_opus":0.022977825302452924,"score_gpt":0.3358906009755105,"score_spread":0.3129127756730576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106724793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8851729,0.009232632,0.000036787995,0.055229068,0.0024058167,0.0009612503,0.00067744724,0.00020166853,0.04608244],"genre_scores_gemma":[0.939396,0.0007689077,0.000045760953,0.00053865364,0.0051311213,0.00017573374,0.00023962113,0.000120834564,0.05358333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99383795,0.0020599223,0.0010735481,0.0007763333,0.00059341575,0.001658802],"domain_scores_gemma":[0.99795943,0.00080668007,0.00052862824,0.00036027763,0.00013032486,0.00021467447],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012705813,0.0006929488,0.0008253739,0.00016189473,0.004162449,0.00006265294,0.0005027307,0.00054092234,0.0024299466],"category_scores_gemma":[0.00009471496,0.00068757863,0.0003656334,0.00030525445,0.00092736445,0.00036630424,0.00052758295,0.0008644792,0.0007593264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012253778,0.0012443711,0.6484184,0.00077463035,0.0002831599,0.000033439832,0.2176501,0.000005776498,0.00033429396,0.002334142,0.09836831,0.030430833],"study_design_scores_gemma":[0.0019670846,0.00017371346,0.579987,0.00029505868,0.00023882862,0.0000047987232,0.17397617,0.000007509798,0.0005191654,0.00018633039,0.24199149,0.00065284397],"about_ca_topic_score_codex":0.7858105,"about_ca_topic_score_gemma":0.8420002,"teacher_disagreement_score":0.14362319,"about_ca_system_score_codex":0.002485557,"about_ca_system_score_gemma":0.003908147,"threshold_uncertainty_score":0.99955755},"labels":[],"label_agreement":null},{"id":"W2106924289","doi":"10.7202/601501ar","title":"Une réduction de la semaine légale de travail augmente-t-elle la demande de travailleurs?","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03743514545900316,"score_gpt":0.35265701655640386,"score_spread":0.3152218710974007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106924289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8538094,0.006358869,0.0050697154,0.07438366,0.00084934855,0.0009860323,0.00010192311,0.00031268958,0.05812833],"genre_scores_gemma":[0.8684304,0.0109346695,0.0014591702,0.00806733,0.0016328417,0.00017085658,0.000054184417,0.00010110261,0.10914947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99295,0.003850031,0.0009365231,0.00060981646,0.00011278937,0.0015407915],"domain_scores_gemma":[0.99661946,0.0019189048,0.00036781523,0.00048089298,0.00009448889,0.0005184232],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038392362,0.0005603857,0.0007454648,0.00016078506,0.0009570756,0.00008228222,0.0003284916,0.0011350688,0.0012496659],"category_scores_gemma":[0.00047208837,0.00059426966,0.00028493925,0.0002578151,0.00044309918,0.00032143368,0.000095700685,0.0014012872,0.0002588555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010068652,0.0026133028,0.048972934,0.0017919294,0.0009751685,0.00025027126,0.1778507,0.00076976774,0.0054512545,0.19968629,0.38186035,0.17877118],"study_design_scores_gemma":[0.003734987,0.00066886534,0.2385791,0.0011343916,0.0003782694,0.00017296405,0.014410719,0.00061425165,0.002320951,0.06741933,0.6695745,0.0009916537],"about_ca_topic_score_codex":0.006396139,"about_ca_topic_score_gemma":0.0028584069,"teacher_disagreement_score":0.28771418,"about_ca_system_score_codex":0.0015216023,"about_ca_system_score_gemma":0.0007464934,"threshold_uncertainty_score":0.99966335},"labels":[],"label_agreement":null},{"id":"W2107099030","doi":"10.1177/1069072705277917","title":"Nonstandard Career Trajectories and Their Various Forms","year":2005,"lang":"en","type":"article","venue":"Journal of Career Assessment","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Social psychology; Grounded theory; Sample (material); Qualitative research; Applied psychology; Medical education; Sociology; Social science; Medicine","score_opus":0.04634459544948071,"score_gpt":0.3924197795453464,"score_spread":0.3460751840958657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107099030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378347,0.0038128507,0.003897617,0.019763356,0.0017147366,0.000508593,0.000062024854,0.000047523237,0.0323586],"genre_scores_gemma":[0.9962248,0.0004630895,0.000790918,0.00086237316,0.0009304662,0.000017020922,0.000002497422,0.000021644248,0.0006871855],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821955,0.0001368939,0.0006843098,0.00012560491,0.00045706893,0.0003765499],"domain_scores_gemma":[0.9982376,0.00025630704,0.00040344478,0.00014944875,0.000798159,0.00015500876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092239014,0.0001920759,0.00045679652,0.00011930001,0.0005215185,0.000026131416,0.00015418952,0.00010433955,0.00015912284],"category_scores_gemma":[0.00005241074,0.00011594946,0.00012859813,0.000093598115,0.000066055276,0.0002991545,0.00011303536,0.00061609026,0.0000040817795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017964939,0.00011448816,0.84806114,0.0001496525,0.0007152476,0.000033379158,0.036373865,0.000028578015,0.00043854813,0.006015274,0.053429116,0.05446107],"study_design_scores_gemma":[0.0037640722,0.000958236,0.373474,0.00048412246,0.00020382716,0.00005565861,0.04497229,0.000031057807,0.0001966726,0.0019300168,0.5735242,0.0004058485],"about_ca_topic_score_codex":0.000037356393,"about_ca_topic_score_gemma":0.00042127233,"teacher_disagreement_score":0.5200951,"about_ca_system_score_codex":0.00037492625,"about_ca_system_score_gemma":0.00041999386,"threshold_uncertainty_score":0.47282815},"labels":[],"label_agreement":null},{"id":"W2107452876","doi":"10.7202/1010086ar","title":"Capabilities, Well-Being and Multiculturalism: A New Framework for Guiding Policy","year":2011,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Cohesion (chemistry); Relevance (law); Immigration; Political science; Sociology; Engineering ethics; Engineering; Law","score_opus":0.18540955676644544,"score_gpt":0.4454413022009495,"score_spread":0.2600317454345041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107452876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70955,0.012520991,0.00073413807,0.21367522,0.011673518,0.0011537133,0.000084631436,0.00005558444,0.0505522],"genre_scores_gemma":[0.97688437,0.002948924,0.008761832,0.0040147547,0.003479631,0.00002291096,0.0000018707113,0.00001951448,0.0038661787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988561,0.00005145653,0.00049850147,0.00010014798,0.0001927921,0.00030094915],"domain_scores_gemma":[0.9980386,0.0005596508,0.00028101983,0.000056343306,0.00082784134,0.00023653187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031919603,0.000120435834,0.00026114707,0.0005945191,0.00042759356,0.0000124727785,0.00019147524,0.00006837009,0.000060816787],"category_scores_gemma":[0.0019365681,0.00009065918,0.00008068857,0.00011564657,0.000081923936,0.00016501831,0.00006684469,0.00016668516,0.0000055272244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017219687,0.000019132352,0.09682767,0.000087528315,0.0024361159,0.00005756262,0.34937286,0.00000112061,0.000025864721,0.3821483,0.16249259,0.006359029],"study_design_scores_gemma":[0.0015710694,0.00018994426,0.0385742,0.0013106484,0.0001271244,0.00003602638,0.11453931,0.00000337289,0.00007262956,0.17174998,0.67153996,0.0002857591],"about_ca_topic_score_codex":0.09796801,"about_ca_topic_score_gemma":0.11307656,"teacher_disagreement_score":0.5090473,"about_ca_system_score_codex":0.00041448954,"about_ca_system_score_gemma":0.0004768367,"threshold_uncertainty_score":0.9080387},"labels":[],"label_agreement":null},{"id":"W2107495263","doi":"10.1016/j.cjca.2014.07.185","title":"AWARENESS OF CARDIOVASCULAR RISK FACTORS AMONG IMMIGRANTS AND NON-IMMIGRANTS IN CANADA - A SURVEY STUDY","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Residence; Immigration; Demography; Psychosocial; Psychological intervention; Population; Ethnic group; Gerontology; Overweight; Obesity; Environmental health; Internal medicine; Psychiatry","score_opus":0.03439987572227068,"score_gpt":0.30160950152946625,"score_spread":0.2672096258071956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107495263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99713117,0.0009001224,0.00009320747,0.00004387816,0.0010998647,0.00035579552,0.00012853405,0.0000017320319,0.0002456919],"genre_scores_gemma":[0.9995657,0.00017588167,0.0000020617554,0.000024602548,0.000183203,0.000008469166,0.000004889372,0.00001832924,0.000016869328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955808,0.0026323283,0.00080599106,0.00019816904,0.00022127478,0.0005614307],"domain_scores_gemma":[0.99779665,0.0007490312,0.00040128143,0.00027797362,0.00036002605,0.00041503747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029856076,0.0001916867,0.0013763917,0.00033181848,0.00033410345,0.000003538743,0.00023194296,0.00012575218,0.000006834158],"category_scores_gemma":[0.0008606877,0.00015527787,0.00016461033,0.00021594761,0.0001295562,0.000065087246,0.000036973874,0.00056336314,6.7254473e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024255673,0.0000021161522,0.9941994,0.000026810545,0.0008101562,0.00005137418,0.0023837844,0.0008874352,6.364852e-7,0.0000011721402,0.0011433628,0.00046949828],"study_design_scores_gemma":[0.0013202858,0.00015682295,0.9875346,0.00007819895,0.00016157031,0.0000027836832,0.008454181,0.000008692192,0.000001679931,0.000017858974,0.0021293433,0.00013401044],"about_ca_topic_score_codex":0.99914676,"about_ca_topic_score_gemma":0.99976563,"teacher_disagreement_score":0.006664826,"about_ca_system_score_codex":0.00034894046,"about_ca_system_score_gemma":0.003448159,"threshold_uncertainty_score":0.63320476},"labels":[],"label_agreement":null},{"id":"W2107859064","doi":"10.1177/136140960501000105","title":"Strategies employed to rebuild nursing following restructuring","year":2005,"lang":"en","type":"article","venue":"Journal of research in nursing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Nursing; Restructuring; Accountability; Workforce; Staffing; Medicine; Health care; Nurse education; Nurse Administrator; Business; MEDLINE; Political science","score_opus":0.15952948512995815,"score_gpt":0.5888098097636013,"score_spread":0.4292803246336432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107859064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9294096,0.0016474951,0.00025542392,0.04042862,0.0012500582,0.00041867743,8.132009e-7,0.000030866988,0.026558422],"genre_scores_gemma":[0.9935937,0.00012716958,0.0041192793,0.000118925636,0.001568178,0.000009425011,4.027676e-7,0.000035201767,0.00042773943],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99556607,0.00096468796,0.00095835404,0.00021479896,0.001154363,0.0011416987],"domain_scores_gemma":[0.99793565,0.00091952085,0.00021423072,0.00022125848,0.00043264573,0.0002766969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004793627,0.00015562607,0.00041693842,0.0012881653,0.0011100622,0.00006994986,0.000380641,0.00013395585,0.00004028142],"category_scores_gemma":[0.0005554349,0.00013252487,0.0001307715,0.00089569355,0.00013567277,0.0007019189,0.00007481888,0.0020498994,0.000027438995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021805458,0.00069142925,0.21127726,0.0004302458,0.00021999601,0.0007097794,0.16805394,0.0023783937,0.016788756,0.019823221,0.12771896,0.44972748],"study_design_scores_gemma":[0.0071342313,0.0019960809,0.40648222,0.10179548,0.00009175326,0.00010815576,0.30475253,0.00022094113,0.0019574007,0.12025211,0.054213602,0.0009954931],"about_ca_topic_score_codex":0.000059574308,"about_ca_topic_score_gemma":0.00010112479,"teacher_disagreement_score":0.448732,"about_ca_system_score_codex":0.0015413248,"about_ca_system_score_gemma":0.00052190665,"threshold_uncertainty_score":0.8905907},"labels":[],"label_agreement":null},{"id":"W2108360637","doi":"10.7202/014186ar","title":"Empirical Study of Employment Arrangements and Precariousness in Australia","year":2007,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Casual; Demographics; Job insecurity; Poverty; Government (linguistics); Demographic economics; Current Population Survey; Sample (material); Population; Business; Labour economics; Economic growth; Political science; Economics; Sociology; Demography; Work (physics); Engineering","score_opus":0.15359390173614323,"score_gpt":0.4583687747041748,"score_spread":0.3047748729680316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108360637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444145,0.000095472766,0.00005343306,0.0006614818,0.0001898415,0.0010459818,0.0000052151195,0.000027009768,0.0034801278],"genre_scores_gemma":[0.9933665,0.000015034665,0.000038299353,0.00002865527,0.0000574229,0.000056709043,0.0000056513377,0.000010122078,0.0064216405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985213,0.00017222814,0.0006240304,0.00019135595,0.00020387606,0.00028715323],"domain_scores_gemma":[0.99915576,0.0004044903,0.00014856653,0.00016100168,0.00007164095,0.00005855043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069471396,0.00011487778,0.00022019967,0.00021867282,0.00031351176,0.0000029594603,0.0000719475,0.00019756526,0.00015397281],"category_scores_gemma":[0.00010389584,0.00010151045,0.000018323755,0.00040476487,0.000053964362,0.00007006113,0.00011056376,0.0004696999,0.000020490043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004009863,0.00033522755,0.9728821,0.0000045353313,0.000042471336,0.0000034400891,0.022407409,0.000013930238,0.000011157448,0.000120150115,0.002983311,0.0011561688],"study_design_scores_gemma":[0.0013842834,0.00015696358,0.96136266,0.0000782864,0.00003134473,1.951039e-7,0.030144047,0.0000027046017,0.000011619837,0.00017119653,0.0065677078,0.000089017056],"about_ca_topic_score_codex":0.001405332,"about_ca_topic_score_gemma":0.0035563922,"teacher_disagreement_score":0.011519467,"about_ca_system_score_codex":0.000085798405,"about_ca_system_score_gemma":0.000045924688,"threshold_uncertainty_score":0.41394758},"labels":[],"label_agreement":null},{"id":"W2108398341","doi":"10.1007/s10566-007-9045-z","title":"Employment Training for At-risk Youth: A Program Evaluation Focusing on Changes in Psychological Well-being","year":2007,"lang":"en","type":"article","venue":"Child & Youth Care Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Training (meteorology); Psychology; Test (biology); Positive Youth Development; Applied psychology; Psychological well-being; Medical education; Well-being; Work (physics); Clinical psychology; Medicine; Developmental psychology; Engineering; Psychotherapist","score_opus":0.12377978231076052,"score_gpt":0.45086959175699287,"score_spread":0.32708980944623234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108398341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95161414,0.00064544025,0.0001515062,0.003660283,0.0014729808,0.0071765995,0.00012368364,0.00030477933,0.03485059],"genre_scores_gemma":[0.9957452,0.00005775344,0.00029726146,0.0014479326,0.0007836522,0.0010629329,0.00041008784,0.000061593586,0.00013360757],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966566,0.0002707971,0.00062393333,0.00063666067,0.00050152256,0.0013104788],"domain_scores_gemma":[0.99869883,0.00031578683,0.00031472053,0.0003234788,0.00021102335,0.00013615702],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020672195,0.0003346217,0.00042730034,0.00026840303,0.0017980053,0.00001658646,0.00017205263,0.00028975998,0.00005934814],"category_scores_gemma":[0.00032452022,0.0002770002,0.00016010621,0.00027016242,0.0000633049,0.00006469677,0.00015474597,0.0005996334,0.000031838594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008276236,0.00023347969,0.31046116,0.000102475926,0.00006677212,0.000004241495,0.4290577,0.000019345156,0.000009679025,0.00051437167,0.00043474112,0.25826842],"study_design_scores_gemma":[0.008728868,0.0032004155,0.29798692,0.0023390236,0.00038820357,0.0000014708139,0.6694026,0.00007723431,0.0002162746,0.0010913396,0.015655013,0.0009126209],"about_ca_topic_score_codex":0.00016115929,"about_ca_topic_score_gemma":0.0075449394,"teacher_disagreement_score":0.2573558,"about_ca_system_score_codex":0.000608499,"about_ca_system_score_gemma":0.000037323156,"threshold_uncertainty_score":0.99996823},"labels":[],"label_agreement":null},{"id":"W2108679543","doi":"10.1136/jech-2011-200306","title":"Long-term local area employment rates as predictors of individual mortality and morbidity: a prospective study in England, spanning more than two decades","year":2012,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Economic and Social Research Council","keywords":"Medicine; Demography; Disadvantage; Logistic regression; Mortality rate; Longitudinal study; Gerontology; Surgery","score_opus":0.2615246620713982,"score_gpt":0.5259510747834666,"score_spread":0.2644264127120684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108679543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911949,0.004154062,0.00013439177,0.00258485,0.0005473293,0.0012374002,0.000030500983,0.000021810725,0.00009475629],"genre_scores_gemma":[0.997286,0.0010976953,0.000104832885,0.0010567071,0.0003461589,0.000053846452,0.000016726679,0.000022953076,0.000015047705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98172003,0.014283164,0.0024780752,0.00020496773,0.0003438098,0.00096995255],"domain_scores_gemma":[0.98806447,0.008410604,0.0022923176,0.0004903928,0.00028862339,0.00045360098],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.029652646,0.0003147207,0.0017912884,0.00035707204,0.0010380439,0.0000041338753,0.0004302912,0.00020634846,0.000026116539],"category_scores_gemma":[0.0039856164,0.00023506889,0.00012225125,0.00025264669,0.00051206315,0.00029406184,0.00065077754,0.0033445302,0.0000016444959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028915436,0.0011999693,0.9157993,0.0002135587,0.0004928282,0.000006247063,0.0808899,0.000018673103,0.0000018596811,0.0001649365,0.0002409237,0.00068264094],"study_design_scores_gemma":[0.003124249,0.0022000088,0.95903456,0.00070787367,0.00012686044,0.000018579329,0.03368048,0.0000047693197,0.0000040632467,0.0008905502,0.00006983556,0.00013818713],"about_ca_topic_score_codex":0.028772403,"about_ca_topic_score_gemma":0.05560727,"teacher_disagreement_score":0.04720942,"about_ca_system_score_codex":0.0005153281,"about_ca_system_score_gemma":0.0005282653,"threshold_uncertainty_score":0.9991768},"labels":[],"label_agreement":null},{"id":"W2108720173","doi":"10.5430/jms.v3n4p55","title":"Impact of Hofstede’s (1980, 2001) ‘Software of the Mind’ on the Transfer of Management Practices: The Case of the Transfer of the British Voluntarist Employment Relations Practice to Nigeria","year":2012,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Yardstick; Nigerians; Sociology; Management; Business; Public relations; Social science; Political science; Economics; Law","score_opus":0.06652326674249606,"score_gpt":0.3881433591504669,"score_spread":0.32162009240797085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108720173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97791886,0.00075249013,0.00016887335,0.009706432,0.000449498,0.002122085,0.000098282944,0.0000036840026,0.008779813],"genre_scores_gemma":[0.99601173,0.00076868426,0.00007305289,0.00027593094,0.00007684364,0.000035424597,0.0000010505321,0.000021156186,0.0027361026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996131,0.0012049403,0.0014031013,0.00015509849,0.00073019916,0.00037565225],"domain_scores_gemma":[0.9964027,0.0010744367,0.0013987052,0.000610188,0.00043982064,0.00007419797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027065256,0.00023045523,0.00047633724,0.00009061286,0.00087389606,0.000027407592,0.0006251461,0.00009215965,0.00020618232],"category_scores_gemma":[0.00023172809,0.000099707686,0.0004360515,0.0005063553,0.0002734506,0.00029935848,0.00020137255,0.0005811641,0.0000013876502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029290905,0.0044418373,0.77197593,0.0026247422,0.011435676,0.00007367793,0.06060441,0.0017552398,0.00051836297,0.02795628,0.100076735,0.015608037],"study_design_scores_gemma":[0.0017301925,0.00083834777,0.9286034,0.001555186,0.0021041061,0.000051671712,0.052194294,0.000008503822,0.0002034116,0.0004253823,0.012111166,0.00017433504],"about_ca_topic_score_codex":0.0024483155,"about_ca_topic_score_gemma":0.00323876,"teacher_disagreement_score":0.15662749,"about_ca_system_score_codex":0.00009362121,"about_ca_system_score_gemma":0.00011625201,"threshold_uncertainty_score":0.67213905},"labels":[],"label_agreement":null},{"id":"W2108866166","doi":"10.1787/5kg3mkv3tr21-en","title":"Building Flexibility and Accountability Into Local Employment Services: Synthesis of OECD Studies in Belgium, Canada, Denmark and the Netherlands","year":2011,"lang":"en","type":"paratext","venue":"OECD local economic and employment development (LEED) working papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Universiteit Antwerpen; Universiteit van Amsterdam; University of Victoria","keywords":"Accountability; Flexibility (engineering); Context (archaeology); Unemployment; Labour market flexibility; Business; Economics; Economic growth; Public administration; Political science; Management; Geography","score_opus":0.05003425831486881,"score_gpt":0.3367550919344623,"score_spread":0.2867208336195935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108866166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423631,0.029185623,0.00011024709,0.0019475154,0.0035199414,0.0034722604,0.000086965185,0.00006581161,0.019248525],"genre_scores_gemma":[0.98092264,0.0112397345,0.00031654487,0.0010685804,0.0002356972,0.0010417798,0.00004277944,0.00010862712,0.00502361],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.993931,0.0007591536,0.0023104353,0.001433898,0.0004058591,0.001159666],"domain_scores_gemma":[0.99576056,0.0023657503,0.00092601805,0.0005811656,0.00008124288,0.00028525564],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029326072,0.0010694552,0.0022935155,0.00023167754,0.0014898304,0.000046348192,0.0004888119,0.0005657749,0.0006576013],"category_scores_gemma":[0.00003409923,0.0007938658,0.00012420838,0.00009777974,0.0017512336,0.00012403028,0.0014406361,0.0009755589,0.00006712079],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003314821,0.00025451952,0.68996227,0.009753573,0.005142458,0.000018430394,0.088535555,0.00032812616,0.000009975461,0.0025026524,0.016934993,0.18324262],"study_design_scores_gemma":[0.011388736,0.00031020975,0.17202935,0.013539324,0.0012807333,0.000012949176,0.109408885,0.0002672854,0.0003281212,0.0030801669,0.683793,0.004561255],"about_ca_topic_score_codex":0.26592964,"about_ca_topic_score_gemma":0.68284225,"teacher_disagreement_score":0.666858,"about_ca_system_score_codex":0.0024727588,"about_ca_system_score_gemma":0.001371829,"threshold_uncertainty_score":0.9998101},"labels":[],"label_agreement":null},{"id":"W2109554197","doi":"10.12927/hcpap.2011.22190","title":"Long-Term Care as Part of the Continuum","year":2011,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Continuum of care; Physics; Political science; Astronomy; Health care; Law","score_opus":0.08815155075867952,"score_gpt":0.38479308977862386,"score_spread":0.29664153901994433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109554197","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14409144,0.0013516828,0.00000473591,0.8296162,0.005491469,0.004588529,0.00058436266,0.0003225851,0.013948991],"genre_scores_gemma":[0.002485511,0.0006568597,0.000028951772,0.94685036,0.0009344854,0.0018788073,0.0006310544,0.00034911078,0.046184864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99025947,0.0017919873,0.002279414,0.0015930719,0.0013209332,0.0027551155],"domain_scores_gemma":[0.9929436,0.001607479,0.0017527638,0.002434703,0.0007601139,0.0005013356],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00092061335,0.0013150623,0.0022087744,0.000368988,0.0025948859,0.00003339328,0.001594386,0.0018903365,0.0019173013],"category_scores_gemma":[0.00047965313,0.0009596386,0.0008140702,0.0006769151,0.00019197266,0.00012730766,0.0016189751,0.004570965,0.0022341392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004687279,0.000106883475,0.08372593,0.0018093053,0.0002771641,0.00007414902,0.034224916,7.8566536e-8,0.000011401663,0.00015141918,0.87842983,0.00072018494],"study_design_scores_gemma":[0.0016475712,0.0009918186,0.05968996,0.000048871072,0.00028036712,0.0000093311855,0.0010758975,2.7648667e-7,0.00003186017,0.00005587354,0.9352609,0.0009073061],"about_ca_topic_score_codex":0.003781964,"about_ca_topic_score_gemma":0.0138736535,"teacher_disagreement_score":0.14160594,"about_ca_system_score_codex":0.0013786524,"about_ca_system_score_gemma":0.0011855371,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W2109650663","doi":"10.1017/s0047279410000279","title":"Cycling Off and On Welfare in Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Receipt; Welfare; Earnings; Work (physics); Labour economics; Demographic economics; Survey of Income and Program Participation; Welfare reform; Social assistance; Economics; Economic growth; Market economy; Finance","score_opus":0.030509947190575443,"score_gpt":0.4066198591508839,"score_spread":0.37610991196030846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109650663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89825785,0.000034100132,6.6124045e-8,0.08473164,0.00052564166,0.000055849036,0.0000056031713,0.0000025083552,0.016386762],"genre_scores_gemma":[0.9951257,0.00005652776,0.00000743542,0.0018406139,0.0026788826,0.00000158846,2.436872e-7,0.000007643296,0.00028134178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917436,0.00006911393,0.00033175742,0.000046195695,0.00016050572,0.00021809203],"domain_scores_gemma":[0.9994956,0.00009362372,0.00023431497,0.000032955988,0.00007608736,0.00006741245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002693914,0.00006270962,0.00019882734,0.00010565502,0.00046792097,0.0000031772292,0.00006408266,0.000063309715,0.000058038873],"category_scores_gemma":[0.0002472776,0.00004952284,0.000028152577,0.000095809366,0.000025332518,0.00004683436,0.00003476731,0.0007411027,0.0000022801207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001286689,0.00005157542,0.8682865,0.000086140324,0.0000679641,0.000053213276,0.016105942,0.0000021234325,0.0003889764,0.045440685,0.039426662,0.02996158],"study_design_scores_gemma":[0.00057753624,0.000028808723,0.89950836,0.00004012069,0.0000057421607,0.0000011388768,0.0044268193,7.405678e-7,0.0000057192633,0.00072782143,0.094622955,0.000054241125],"about_ca_topic_score_codex":0.70314074,"about_ca_topic_score_gemma":0.91009676,"teacher_disagreement_score":0.20695606,"about_ca_system_score_codex":0.00031585983,"about_ca_system_score_gemma":0.0009684082,"threshold_uncertainty_score":0.3598917},"labels":[],"label_agreement":null},{"id":"W2109967950","doi":"10.7202/050918ar","title":"Aspects économiques de la santé et sécurité au travail","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04337790507960405,"score_gpt":0.3760358057468625,"score_spread":0.3326579006672585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109967950","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27047053,0.024127478,0.00042079686,0.13477784,0.00084396347,0.0006532037,0.00011588255,0.000228632,0.5683617],"genre_scores_gemma":[0.81814086,0.0066896887,0.0008693679,0.0011371141,0.0022749363,0.00007497106,0.000035084275,0.00005458506,0.17072341],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960233,0.002067321,0.00067015423,0.00033671816,0.00014789205,0.00075464183],"domain_scores_gemma":[0.9958344,0.0032657846,0.00024635714,0.00032353404,0.00010486975,0.00022502115],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016331194,0.0003077178,0.0003460211,0.00018120088,0.0013441843,0.00004762267,0.00018736193,0.001353623,0.0043324297],"category_scores_gemma":[0.0007969161,0.0003247719,0.00013207273,0.00033431553,0.00037139264,0.00038147005,0.00014536692,0.0021739306,0.0014173308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001743464,0.00028889594,0.10748155,0.000021195276,0.00018310912,0.0000099744275,0.029020322,0.0002263677,0.000009971706,0.35923544,0.38023102,0.12327474],"study_design_scores_gemma":[0.00073994393,0.00007084325,0.08436673,0.0005277772,0.00013887582,0.0000083762,0.0076405685,0.00019481307,0.00007526356,0.006417383,0.89950633,0.00031308373],"about_ca_topic_score_codex":0.0013540145,"about_ca_topic_score_gemma":0.0021012882,"teacher_disagreement_score":0.5476703,"about_ca_system_score_codex":0.0006595699,"about_ca_system_score_gemma":0.0016312923,"threshold_uncertainty_score":0.99995595},"labels":[],"label_agreement":null},{"id":"W2110015782","doi":"10.5430/ijba.v4n6p145","title":"Enjoyment of Statutory Employee Rights? A Myth or a Reality in Ghana?","year":2013,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Statutory law; Business; Compliance (psychology); Private sector; Empirical evidence; Empirical research; Public sector; Human rights; Mythology; Labour economics; Accounting; Economic growth; Economics; Law; Political science","score_opus":0.07629710820337315,"score_gpt":0.4230835633518998,"score_spread":0.34678645514852663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110015782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810447,0.00006020655,0.001109859,0.013358394,0.001489764,0.00036810533,0.000021962198,0.000011414137,0.00253558],"genre_scores_gemma":[0.9980268,0.00006317477,0.00045208464,0.00027546284,0.00044578506,0.000035680976,0.000018621795,0.000008962618,0.0006734193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773,0.00017351343,0.0012190558,0.00011417617,0.00058774924,0.00017547731],"domain_scores_gemma":[0.99645895,0.00024492686,0.0009626443,0.0001038315,0.0021696626,0.000059994883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052347383,0.000120966724,0.00029067017,0.00027192736,0.000087366534,0.000018690616,0.00024131253,0.000084486746,0.00075999286],"category_scores_gemma":[0.00028080345,0.000085080996,0.00006178601,0.0001904293,0.000060184055,0.00051265786,0.00005585175,0.00023691854,0.000019654386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005192826,0.002302058,0.87947303,0.00062833785,0.00090801995,0.0004530236,0.013265906,0.00012780457,0.0046797683,0.022113597,0.054925486,0.015930142],"study_design_scores_gemma":[0.0022120192,0.00034975272,0.98259217,0.0007955014,0.0000302296,0.000024091089,0.0020461155,0.000034004115,0.0005207641,0.004742671,0.006497651,0.00015503023],"about_ca_topic_score_codex":0.0010540169,"about_ca_topic_score_gemma":0.0014723018,"teacher_disagreement_score":0.10311914,"about_ca_system_score_codex":0.0002211741,"about_ca_system_score_gemma":0.00061557314,"threshold_uncertainty_score":0.8321389},"labels":[],"label_agreement":null},{"id":"W2110029939","doi":"10.3386/w10959","title":"Sorting It Out: International Trade and Protection With Heterogeneous Workers","year":2004,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sorting; Business; International trade; Computer science","score_opus":0.48816189118500275,"score_gpt":0.583005286821344,"score_spread":0.09484339563634125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110029939","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016719785,0.00082392857,0.000027967644,0.035415046,0.0019691247,0.0032562544,0.00014383005,0.00006843422,0.94157565],"genre_scores_gemma":[0.9791429,0.0012087137,0.00010440594,0.00007222306,0.001921403,0.00069418235,0.00024043949,0.00006540967,0.016550345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966226,0.00021613101,0.00083612837,0.00048617763,0.001390076,0.0004488357],"domain_scores_gemma":[0.9979458,0.0005382921,0.00056319655,0.00015628981,0.0007062651,0.00009016409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034464828,0.0002128813,0.0004204814,0.0005716023,0.0006134167,0.00002483996,0.000234553,0.00037669204,0.00034412852],"category_scores_gemma":[0.00063095,0.00018392516,0.00008385577,0.00008802672,0.00025403756,0.00012375583,0.00020467587,0.0012546891,0.00004569391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036229135,0.0008678988,0.406345,0.008360639,0.009623574,0.00011293275,0.01732306,0.005002442,0.0003819076,0.11094379,0.40248838,0.03492746],"study_design_scores_gemma":[0.009313039,0.0018109963,0.056352526,0.011003558,0.00022059958,0.00016643497,0.007855536,0.0005095279,0.00026408618,0.24144843,0.6689144,0.0021408708],"about_ca_topic_score_codex":0.0024064681,"about_ca_topic_score_gemma":0.0026187422,"teacher_disagreement_score":0.9624231,"about_ca_system_score_codex":0.0028167833,"about_ca_system_score_gemma":0.0038953791,"threshold_uncertainty_score":0.75002503},"labels":[],"label_agreement":null},{"id":"W2110286110","doi":"10.1136/jech.2006.057539","title":"Examining the relationships between job control and health status: a path analysis approach","year":2007,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Toronto; Institute for Clinical Evaluative Sciences; Institute for Work & Health","funders":"","keywords":"Socioeconomic status; Medicine; Attrition; Job control; Gerontology; Cohort study; Observational study; Environmental health; Demography; Work (physics); Population","score_opus":0.45142390056420423,"score_gpt":0.5146639688319801,"score_spread":0.06324006826777584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110286110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8181688,0.01263012,0.07874537,0.0871191,0.00027186816,0.00085632765,0.0000481527,0.000044903943,0.0021153265],"genre_scores_gemma":[0.9789335,0.0031924979,0.0042423974,0.013106562,0.00040442194,0.0000102065305,0.000032566997,0.000018367495,0.00005948043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.95791316,0.036944173,0.0034084457,0.00020378445,0.00023549401,0.0012949648],"domain_scores_gemma":[0.9483251,0.046320096,0.0037151177,0.00068046123,0.00032287426,0.00063632784],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1430985,0.00023351086,0.0019523597,0.00048671226,0.006621623,0.0000054528346,0.00040099124,0.00024942623,0.000012403252],"category_scores_gemma":[0.0082608275,0.00014717336,0.0002018739,0.000697132,0.0003440697,0.00013137129,0.00020345321,0.0063905716,0.000003092524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063763786,0.000056050394,0.9700507,0.00012619786,0.00079042866,4.328362e-7,0.01645804,0.000029002606,2.1390053e-7,0.0024277086,0.0065660127,0.0034314583],"study_design_scores_gemma":[0.0010822975,0.0006262525,0.9530963,0.00015105931,0.00024856432,0.0000032592282,0.03587204,0.000052616873,9.805794e-9,0.002590845,0.0061852867,0.00009149112],"about_ca_topic_score_codex":0.016346905,"about_ca_topic_score_gemma":0.0143618975,"teacher_disagreement_score":0.16076468,"about_ca_system_score_codex":0.0006232248,"about_ca_system_score_gemma":0.00082255446,"threshold_uncertainty_score":0.9959017},"labels":[],"label_agreement":null},{"id":"W2110313855","doi":"10.1146/annurev-publhealth-032013-182500","title":"Precarious Employment: Understanding an Emerging Social Determinant of Health","year":2014,"lang":"en","type":"article","venue":"Annual Review of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1322,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social determinants of health; Popularity; Health equity; Strengths and weaknesses; Inequality; Equity (law); Political science; Economic growth; Sociology; Health care; Psychology; Economics; Social psychology","score_opus":0.25908204894118997,"score_gpt":0.5028022391428941,"score_spread":0.24372019020170416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110313855","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04918334,0.25016537,0.025804628,0.6385705,0.0033012445,0.009998664,0.00063148024,0.00059683697,0.021747937],"genre_scores_gemma":[0.912541,0.067331955,0.00028077993,0.018751422,0.00040931348,0.00012476416,0.000114241826,0.00006382749,0.00038273557],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99191624,0.0038399016,0.002199515,0.00036024782,0.0005765196,0.0011075668],"domain_scores_gemma":[0.9966386,0.00033279098,0.0019260002,0.0003864614,0.00037368617,0.00034248206],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012926065,0.00024174083,0.001420749,0.0001833878,0.00133306,0.0000053660992,0.00031098226,0.000095723044,0.00012513534],"category_scores_gemma":[0.0006497754,0.00019965315,0.00016708772,0.0004703025,0.00013186829,0.0003115692,0.00018796153,0.0003664722,0.000011390953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011784719,0.00036814398,0.031237848,0.06461606,0.00011548246,6.06359e-7,0.08314234,1.2047127e-7,0.000002961063,0.0987866,0.057134174,0.66458386],"study_design_scores_gemma":[0.0013256796,0.0021111926,0.04427075,0.021152489,0.000043587268,0.000001845367,0.026182381,0.000020302381,0.0000015522908,0.0024153686,0.90201867,0.0004561748],"about_ca_topic_score_codex":0.0021055879,"about_ca_topic_score_gemma":0.00079744775,"teacher_disagreement_score":0.8633576,"about_ca_system_score_codex":0.0005394088,"about_ca_system_score_gemma":0.001508963,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W2110756256","doi":"10.5539/ass.v8n9p50","title":"Employment Security as Moderator on the Effect of Job Security on Worker’s Job Satisfaction and Well Being","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Job security; Job attitude; Moderation; Business; Scale (ratio); Job design; Job rotation; Economic security; Personnel psychology; Job performance; Labour economics; Psychology; Work (physics); Economics; Social psychology; Economic growth; Engineering","score_opus":0.022487955343734413,"score_gpt":0.3719489499240752,"score_spread":0.34946099458034074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110756256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78833246,0.00003361033,0.0000019673428,0.0041014627,0.00046518882,0.00052266737,0.0000030824294,0.000032434804,0.20650715],"genre_scores_gemma":[0.998768,0.00001866079,0.000002878024,0.0006001036,0.00037935522,0.00006567523,4.4864979e-7,0.00000899199,0.00015590397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979519,0.00051030796,0.00021890424,0.0002337198,0.00054374814,0.0005413673],"domain_scores_gemma":[0.9990861,0.0004463138,0.00014186534,0.00015245467,0.000055543103,0.00011772304],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020111084,0.00014872002,0.00021284682,0.00005531792,0.0031601067,0.000019574296,0.00013409325,0.000095042975,0.00009430804],"category_scores_gemma":[0.00022283765,0.00009532126,0.000050388568,0.00030699171,0.00043167078,0.00021839711,0.00015298263,0.00040031492,0.00007848458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007784903,0.000019774277,0.87876654,0.000033582095,0.000015754118,3.6863125e-7,0.04312446,4.8056446e-8,0.00015421107,0.0660668,0.0025208644,0.009219769],"study_design_scores_gemma":[0.00031327218,0.00027780744,0.98758,0.000106468404,0.000020279786,1.8750625e-7,0.0032420016,0.0000030067354,0.00080063357,0.0061378223,0.001397369,0.00012117827],"about_ca_topic_score_codex":0.00051160867,"about_ca_topic_score_gemma":0.00019789599,"teacher_disagreement_score":0.21043554,"about_ca_system_score_codex":0.00018121203,"about_ca_system_score_gemma":0.00006003848,"threshold_uncertainty_score":0.99813765},"labels":[],"label_agreement":null},{"id":"W2111013050","doi":"10.3138/cja.26.4.295","title":"Masked Symptoms: Mid-life Women, Health, and Work","year":2007,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University","funders":"","keywords":"Work (physics); Psychology; Qualitative research; Mental health; Working life; Demographic economics; Gerontology; Political science; Medicine; Sociology; Psychiatry; Economics; Social science","score_opus":0.05633085060783812,"score_gpt":0.35343886060870167,"score_spread":0.29710801000086356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111013050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027735208,0.9784701,0.000008945305,0.0100681605,0.0044519845,0.0017011903,0.00016369426,0.000058633002,0.0023038073],"genre_scores_gemma":[0.00049622054,0.98179775,0.000033638087,0.008403744,0.0023134768,0.00033219872,0.00010706,0.00022592238,0.0062900144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916627,0.0013503125,0.002280605,0.0008413136,0.00024262528,0.0036224797],"domain_scores_gemma":[0.98716414,0.00094298954,0.001491398,0.00063957076,0.00029026452,0.009471641],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041510104,0.0010351499,0.002816015,0.0017000949,0.0038053792,0.00015332308,0.0006587738,0.000553436,0.0008166214],"category_scores_gemma":[0.0007435394,0.0009090795,0.00040469127,0.0009122912,0.00020996989,0.00011799115,0.00010297277,0.0030895907,0.00013686829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000019155124,0.000028851528,0.0048982594,0.016576879,0.0009400691,0.0014601338,0.027699908,0.0000019349204,1.082537e-8,0.0027965698,0.09854246,0.84703577],"study_design_scores_gemma":[0.00053418835,0.00021572766,0.0003582741,0.048854113,0.00016561501,0.00015503909,0.0031008394,2.6727466e-7,4.5718056e-9,0.00008232196,0.94578886,0.00074473146],"about_ca_topic_score_codex":0.018360682,"about_ca_topic_score_gemma":0.25962144,"teacher_disagreement_score":0.8472464,"about_ca_system_score_codex":0.0095732575,"about_ca_system_score_gemma":0.008529713,"threshold_uncertainty_score":0.999336},"labels":[],"label_agreement":null},{"id":"W2112242972","doi":"10.2190/hs.41.3.a","title":"How Do Macro-Level Contexts and Policies Affect the Employment Chances of Chronically Ill and Disabled People? Part I: The Impact of Recession and Deindustrialization","year":2011,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deindustrialization; Affect (linguistics); Macro; Recession; Great recession; Macro level; Economics; Demographic economics; Public economics; Labour economics; Psychology; Economic system; Economy; Macroeconomics","score_opus":0.09837280142925671,"score_gpt":0.4347919843666499,"score_spread":0.3364191829373932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112242972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701264,0.0062184595,0.000030111116,0.02264205,0.000435458,0.0003846484,0.000045099983,0.0000041078765,0.00011369217],"genre_scores_gemma":[0.9865278,0.012703417,0.000024070692,0.00042703352,0.0002375738,0.000010070771,0.0000033985214,0.000008218829,0.000058425092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981955,0.0004818103,0.00068980013,0.00010331556,0.00034308052,0.00018649349],"domain_scores_gemma":[0.9971285,0.0005401335,0.0015732336,0.00009098281,0.00059872033,0.00006844526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013544826,0.00012595054,0.0003591941,0.00008380192,0.00035351657,0.000026746899,0.00023193477,0.00006337677,0.000031496063],"category_scores_gemma":[0.000085134845,0.000058834663,0.000053880634,0.00008207687,0.00013564146,0.00023592326,0.00016531677,0.00019462506,1.7853263e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053432246,0.00009438049,0.948408,0.00034375477,0.00038330187,7.1751373e-7,0.03873891,0.0000031357351,0.00013663484,0.0012026117,0.00075815193,0.009396067],"study_design_scores_gemma":[0.0013750687,0.0007418419,0.9845863,0.0017104946,0.00004005624,0.000013221517,0.009200616,0.000027575008,0.00007743874,0.0012604021,0.00090199336,0.00006500458],"about_ca_topic_score_codex":0.0041540135,"about_ca_topic_score_gemma":0.0027623563,"teacher_disagreement_score":0.036178276,"about_ca_system_score_codex":0.000061105726,"about_ca_system_score_gemma":0.000169939,"threshold_uncertainty_score":0.6279654},"labels":[],"label_agreement":null},{"id":"W2112275331","doi":"10.12927/hcpap..16824","title":"Mental Health and Mental Illness In The Workplace: Diagnostic and Treatment Issues","year":2004,"lang":"en","type":"review","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Public health; Health care; Equity (law); Population health; Epidemiology; Mental illness; Public policy; Health policy; Medicine; Gerontology; Political science; Psychiatry; Nursing","score_opus":0.10631093741171586,"score_gpt":0.4556850218560122,"score_spread":0.3493740844442963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112275331","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068905493,0.584193,7.574484e-7,0.4004117,0.0006853387,0.0071564727,0.00035331753,0.00010939343,0.00019946737],"genre_scores_gemma":[0.00006484579,0.6439529,0.000039192913,0.350607,0.000074931275,0.0033206793,0.0005046304,0.000120942364,0.0013148568],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915403,0.0023824188,0.0019289027,0.0014596923,0.0006779548,0.0020106905],"domain_scores_gemma":[0.9937397,0.0037675807,0.00080230954,0.0007941862,0.000052227744,0.00084398995],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001697882,0.0013419824,0.0032291873,0.00045140652,0.0035382549,0.00008009611,0.00045003393,0.0005239585,0.00010429067],"category_scores_gemma":[0.00031118834,0.0008789844,0.00030655123,0.00078014715,0.0001280721,0.00013946588,0.0006369803,0.0011592102,0.00025320743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035458535,0.00062447856,0.004650418,0.0101965135,0.0002715693,0.00004697904,0.15046518,1.9811269e-7,6.2215385e-8,0.0008509346,0.53628594,0.29625317],"study_design_scores_gemma":[0.0025485689,0.0022947562,0.0011300799,0.0005443456,0.00015680533,0.00004554588,0.0088139735,0.000001423931,4.3740872e-8,0.00003402132,0.9836333,0.0007971401],"about_ca_topic_score_codex":0.005486866,"about_ca_topic_score_gemma":0.013653101,"teacher_disagreement_score":0.44734737,"about_ca_system_score_codex":0.0043315333,"about_ca_system_score_gemma":0.0012750452,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W2113620036","doi":"10.1016/s0140-6736(08)61691-8","title":"Globalisation and health: the need for a global vision","year":2008,"lang":"en","type":"article","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Health Canada; Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Globalization; Global health; Presumption; Development economics; Inequality; Redistribution (election); Health equity; Poverty; Economics; Political science; Economic growth; Health care; Market economy; Law","score_opus":0.1944958442605374,"score_gpt":0.4723331150933557,"score_spread":0.2778372708328183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113620036","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29080805,0.0019166176,0.00044438773,0.69330865,0.0004771768,0.0014632028,0.00007476484,0.00010770893,0.011399431],"genre_scores_gemma":[0.9747379,0.0009092902,0.00015982003,0.021617955,0.0014326087,0.00013465618,0.0000139372305,0.0000064466785,0.0009874024],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992476,0.00016094162,0.00015068291,0.0000871069,0.000092924434,0.00026074896],"domain_scores_gemma":[0.9994751,0.00019267197,0.000084047766,0.00018311059,0.00004010407,0.000024915586],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00065908313,0.00006175166,0.00016840584,0.000004467204,0.0019339113,0.0000046943164,0.00011513867,0.000030388905,0.000010015599],"category_scores_gemma":[0.000045383684,0.00002873356,0.00002193771,0.00007452824,0.00007694931,0.00003332208,0.000072192954,0.000090973685,0.000015700964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009268937,0.000008264506,0.20796888,0.000049861424,0.00001654371,1.607798e-7,0.004269308,8.5492735e-7,0.0000025269617,0.036869656,0.7471757,0.0035455676],"study_design_scores_gemma":[0.0009728425,0.0000735485,0.6685627,0.00004084852,0.000006748501,0.0000015982646,0.00091433263,0.00004261459,5.038593e-7,0.011450538,0.3178928,0.000040917897],"about_ca_topic_score_codex":0.0004539405,"about_ca_topic_score_gemma":0.00047838548,"teacher_disagreement_score":0.68392986,"about_ca_system_score_codex":0.000055691962,"about_ca_system_score_gemma":0.000046225974,"threshold_uncertainty_score":0.99936545},"labels":[],"label_agreement":null},{"id":"W2114006926","doi":"10.1017/s1474746407003636","title":"‘Work First’ and Immigrants in Toronto","year":2007,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disadvantage; Immigration; Earnings; Wage; Welfare; Work (physics); Demographic economics; Labour economics; Intervention (counseling); Sociology; Political science; Economics; Psychology; Law","score_opus":0.04088741288042282,"score_gpt":0.43416444924911407,"score_spread":0.39327703636869127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114006926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550914,0.0010208811,0.000010640052,0.011705707,0.00015609986,0.00024731515,0.000008668636,0.000042507345,0.031716786],"genre_scores_gemma":[0.9914642,0.0013051564,0.000038609276,0.0032063792,0.0016326243,0.000014632767,0.0000021873905,0.000009554654,0.002326659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991194,0.00004852667,0.00019720144,0.00013093295,0.000084632,0.0004192876],"domain_scores_gemma":[0.99965274,0.00017516833,0.000047104073,0.000042678177,0.000022263059,0.00006003982],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00056787895,0.000092019785,0.00016951676,0.000010859514,0.0013625083,0.0000048904385,0.000035113037,0.0001885709,0.00002873603],"category_scores_gemma":[0.000048188558,0.00008267366,0.000053698637,0.000112816124,0.000120924524,0.00007115544,0.00009123253,0.00019562406,0.0000037849138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003859582,0.000032104064,0.57305336,0.00012316792,0.000047412916,0.0000012282499,0.34656474,1.1656274e-8,0.000011439332,0.030797765,0.041924413,0.007405791],"study_design_scores_gemma":[0.00060051057,0.000012843258,0.92585874,0.00003078339,0.000005859705,6.319586e-8,0.04674861,4.327157e-7,7.988524e-7,0.002143577,0.024506612,0.00009114558],"about_ca_topic_score_codex":0.04643907,"about_ca_topic_score_gemma":0.045801744,"teacher_disagreement_score":0.35280544,"about_ca_system_score_codex":0.00020774767,"about_ca_system_score_gemma":0.00003816505,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W2114619876","doi":"10.5372/1905-7415.0605.118","title":"Significance of serum 8-Hydroxydeoxyguanosine levels to the intima-media thickness of the carotid artery in type 2 diabetes","year":2012,"lang":"en","type":"article","venue":"Asian Biomedicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychosocial; Globalization; Medicine; Demographic economics; Business; Psychology; Economics; Psychiatry","score_opus":0.04642219656108758,"score_gpt":0.348168977801123,"score_spread":0.3017467812400354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114619876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92959994,0.0008234373,0.000013199146,0.06420758,0.0021841296,0.001032966,0.00007448303,0.000020115023,0.0020441203],"genre_scores_gemma":[0.9972089,0.000031889325,0.0000327331,0.0016254042,0.00056435645,0.000061390485,0.000004866746,0.000017806013,0.0004526696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817646,0.00030326383,0.0005610627,0.00014696055,0.00031610558,0.0004961508],"domain_scores_gemma":[0.9987142,0.00043472313,0.00023126927,0.00038971548,0.00014634889,0.00008375509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041885,0.0001516884,0.00039703422,0.00013554377,0.0001759838,0.0000011449732,0.00033367125,0.00009904128,0.00018238463],"category_scores_gemma":[0.00041034434,0.00007606951,0.000045715347,0.0010233215,0.00028925575,0.00006230846,0.00020836334,0.00031527202,0.000039028866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022671851,0.00007781647,0.9482203,0.00022246454,0.000046740883,3.1498314e-7,0.02609302,6.26658e-7,0.011041415,0.00037486816,0.011072664,0.0028270725],"study_design_scores_gemma":[0.0004430095,0.00010951859,0.98463184,0.00058497506,0.000031849057,2.6911468e-7,0.004739886,0.000001904878,0.0022975414,0.00012599082,0.006950537,0.00008266299],"about_ca_topic_score_codex":0.00013921385,"about_ca_topic_score_gemma":0.00032596348,"teacher_disagreement_score":0.06760892,"about_ca_system_score_codex":0.000045757373,"about_ca_system_score_gemma":0.000084515734,"threshold_uncertainty_score":0.31020245},"labels":[],"label_agreement":null},{"id":"W2114847170","doi":"10.7202/601467ar","title":"Hystérésis du chômage : Faits, théories et politiques","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07199204070590164,"score_gpt":0.3754422263591632,"score_spread":0.30345018565326154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114847170","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3723352,0.0045177885,0.00015473203,0.43933922,0.002191616,0.0009693412,0.00031328975,0.00040580623,0.17977302],"genre_scores_gemma":[0.8749509,0.010086496,0.0004979394,0.044517547,0.0028433506,0.00011909996,0.00009076763,0.00007682135,0.06681711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949257,0.0017318459,0.0011427625,0.00069057976,0.00012565663,0.0013834974],"domain_scores_gemma":[0.9967187,0.0014952635,0.00043714346,0.000657556,0.00029776074,0.00039355096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001421506,0.0006579225,0.00096044684,0.00017108377,0.0010755255,0.000116208794,0.00042772782,0.00077887997,0.0022739382],"category_scores_gemma":[0.0007904019,0.00064076163,0.00032308378,0.00020014751,0.00033728866,0.0008953368,0.00022122044,0.0011363394,0.00091452635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007642938,0.00025041564,0.019833531,0.00027479176,0.00016665191,0.000024643568,0.043544374,0.0000020526256,0.000039275936,0.8230977,0.10023412,0.012455982],"study_design_scores_gemma":[0.00091697706,0.00046024652,0.13848875,0.00066527375,0.00010912772,0.0000089084915,0.011451985,0.000012240589,0.0003687566,0.18547969,0.66129833,0.00073969224],"about_ca_topic_score_codex":0.006590347,"about_ca_topic_score_gemma":0.0024682754,"teacher_disagreement_score":0.63761806,"about_ca_system_score_codex":0.0005382062,"about_ca_system_score_gemma":0.00042457966,"threshold_uncertainty_score":0.9998634},"labels":[],"label_agreement":null},{"id":"W2115008192","doi":"10.1177/0018726709334883","title":"Daily job search and psychological distress: Evidence from China","year":2009,"lang":"en","type":"article","venue":"Human Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Distress; Seekers; Psychological distress; Social psychology; Job attitude; Job satisfaction; Job performance; Clinical psychology; Mental health; Psychotherapist","score_opus":0.2061429065795941,"score_gpt":0.49528465363727275,"score_spread":0.28914174705767864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115008192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604717,0.000806631,0.000171324,0.009815455,0.00008997442,0.0002699429,0.000022679142,0.00010789697,0.028244412],"genre_scores_gemma":[0.9899191,0.0001706439,0.0001832864,0.00021450732,0.00020468573,0.000025250642,0.000044696928,0.0000060936395,0.009231708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989383,0.00020134437,0.00024447532,0.00023714206,0.00014362132,0.0002351089],"domain_scores_gemma":[0.9993253,0.00029713154,0.000042408945,0.00021633478,0.00004248677,0.00007636018],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017528549,0.00009393771,0.00013444196,0.000042901444,0.0018110358,0.000013372061,0.00009873526,0.000107466185,0.0010998196],"category_scores_gemma":[0.00010880513,0.00007426796,0.00003075564,0.00009360837,0.00008458207,0.00013561458,0.00006603443,0.00044992616,0.00023233189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000151737695,0.000066166634,0.9464201,0.000007354347,0.000015599016,0.0000039207894,0.007184397,0.0000039158876,0.00028510013,0.01815022,0.02629374,0.0015543115],"study_design_scores_gemma":[0.00029697214,0.00010142259,0.98625946,0.00017261185,0.000017303088,2.064888e-7,0.0003342043,0.000015366897,8.6863395e-7,0.011721623,0.0009972824,0.00008265184],"about_ca_topic_score_codex":0.0002674632,"about_ca_topic_score_gemma":0.00023480863,"teacher_disagreement_score":0.039839383,"about_ca_system_score_codex":0.000031160638,"about_ca_system_score_gemma":0.00000843908,"threshold_uncertainty_score":0.9998133},"labels":[],"label_agreement":null},{"id":"W2115493414","doi":"10.2190/hs.40.2.h","title":"Unemployment, Informal Work, Precarious Employment, Child Labor, Slavery, and Health Inequalities: Pathways and Mechanisms","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Unemployment; Inequality; Social inequality; Context (archaeology); Demographic economics; Informal sector; Labour economics; Psychosocial; Welfare state; Welfare; Precarious work; Economics; Work (physics); Psychology; Economic growth; Political science; Politics; Geography","score_opus":0.03876310995287556,"score_gpt":0.3820934948709858,"score_spread":0.34333038491811024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115493414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018252,0.004904119,0.00025161757,0.08589094,0.005104117,0.0007029374,0.00013628349,0.00007795147,0.0011068445],"genre_scores_gemma":[0.9687839,0.0042946893,0.00078199245,0.024911324,0.0008076996,0.000028754303,0.00003375316,0.000035613964,0.00032222926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655193,0.0002633659,0.0016668945,0.00022748622,0.00071205245,0.000578277],"domain_scores_gemma":[0.9967777,0.00023799576,0.0018834658,0.00016384771,0.0005857829,0.00035119065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002358226,0.00026606178,0.00058235007,0.00033107176,0.00085229095,0.00006967287,0.00040441297,0.00013812313,0.00010995294],"category_scores_gemma":[0.000031061645,0.00021466313,0.00006961606,0.00013809183,0.000069254005,0.0005664025,0.00036740664,0.00094221276,0.000011052274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043885948,0.00026763233,0.7897954,0.0014247975,0.00063677895,0.000024301647,0.097300075,0.0000061049222,0.00006081539,0.063093275,0.0037431575,0.04320881],"study_design_scores_gemma":[0.0056890054,0.0014404494,0.7497295,0.0038504826,0.00004023913,0.000133314,0.019297957,0.000045509594,0.00004023446,0.014406966,0.20481494,0.00051140436],"about_ca_topic_score_codex":0.002851415,"about_ca_topic_score_gemma":0.00419784,"teacher_disagreement_score":0.20107178,"about_ca_system_score_codex":0.00012579815,"about_ca_system_score_gemma":0.0004977304,"threshold_uncertainty_score":0.8753708},"labels":[],"label_agreement":null},{"id":"W2115780921","doi":"10.1177/0164027505279720","title":"Status Inequality and Occupational Regrets in Late Life","year":2005,"lang":"en","type":"article","venue":"Research on Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Regret; Psychology; Inequality; Race (biology); Educational attainment; Work (physics); Social psychology; Life course approach; Experiential learning; Prejudice (legal term); Sociology; Gender studies; Political science","score_opus":0.4313503783920054,"score_gpt":0.6059438176557805,"score_spread":0.17459343926377513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115780921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96441096,0.00035678135,0.000005510356,0.020602714,0.0000481895,0.00029782677,0.000009219155,0.000032793574,0.014236001],"genre_scores_gemma":[0.9962903,0.0003993551,0.00006222838,0.0008937341,0.00022956822,0.00005860169,0.000008406274,0.00000907376,0.0020487343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976363,0.00084489177,0.00024214892,0.00019846484,0.00044740894,0.00063074403],"domain_scores_gemma":[0.99844503,0.0011155646,0.000034540622,0.00013218496,0.00012724834,0.00014543004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028535672,0.000067117624,0.00012415861,0.00024005392,0.00060972234,0.000010652492,0.00006214363,0.000051741546,0.00021955887],"category_scores_gemma":[0.00084368925,0.00005574387,0.00001217562,0.00024413347,0.000065132095,0.00009968903,0.00018351374,0.0007246757,0.00017806623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079528916,0.000033749675,0.9753649,0.0000681802,0.0000074420964,0.0000036581414,0.004316085,0.000015060701,0.00002719652,0.005028034,0.007951318,0.007104839],"study_design_scores_gemma":[0.0006397316,0.00003338876,0.9637607,0.00019205635,6.961777e-7,3.1034965e-8,0.00094015856,0.00029509817,0.000008943124,0.001026353,0.033039536,0.000063352745],"about_ca_topic_score_codex":0.0008598509,"about_ca_topic_score_gemma":0.0013217534,"teacher_disagreement_score":0.031879336,"about_ca_system_score_codex":0.00018636661,"about_ca_system_score_gemma":0.0001954344,"threshold_uncertainty_score":0.4689553},"labels":[],"label_agreement":null},{"id":"W2115866458","doi":"10.7202/032337ar","title":"Étude de la détresse psychologique de récents diplômés universitaires victimes d’un chômage prolongé","year":2007,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.015291236764233064,"score_gpt":0.36249569064314396,"score_spread":0.3472044538789109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115866458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93427294,0.008527225,0.00038739797,0.017104411,0.0011236483,0.0009529195,0.000092708535,0.0002324335,0.03730633],"genre_scores_gemma":[0.98276323,0.0018767165,0.0006196647,0.0022972843,0.00074094685,0.000051802173,0.000027452425,0.00007834629,0.011544577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952399,0.0014875411,0.0006011673,0.0005733169,0.00033180282,0.0017662678],"domain_scores_gemma":[0.9973789,0.00134287,0.00031095193,0.00045355986,0.00008155021,0.0004321693],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023269854,0.0004789133,0.00046977843,0.00018521471,0.0018067362,0.00002755515,0.00048410113,0.00066371437,0.0016878599],"category_scores_gemma":[0.00021538064,0.00047869317,0.00020539426,0.00031137787,0.0008036661,0.0003599403,0.00046248533,0.0011080715,0.00046388278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048195242,0.0010835209,0.86176485,0.00036859204,0.00044314814,0.0006338475,0.060006574,0.0000033991757,0.001272235,0.0014297026,0.023407394,0.04910478],"study_design_scores_gemma":[0.0024774629,0.0003559489,0.88757396,0.0006698495,0.00025293446,0.000040390874,0.035859827,0.000011790536,0.0023506782,0.000806059,0.069081046,0.0005200829],"about_ca_topic_score_codex":0.12796347,"about_ca_topic_score_gemma":0.16468066,"teacher_disagreement_score":0.048584696,"about_ca_system_score_codex":0.0028200466,"about_ca_system_score_gemma":0.0013189061,"threshold_uncertainty_score":0.99976647},"labels":[],"label_agreement":null},{"id":"W2116056969","doi":"10.1177/002071520204300205","title":"Seeking Work Daily: Supply, Demand, and Spatial Dimensions of Day Labor in Two Global Cities","year":2002,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Immigration; Work (physics); Labor demand; Labour economics; Supply and demand; Demographic economics; Business; Economy; Economics; Economic growth; Geography; Engineering","score_opus":0.0764757665826872,"score_gpt":0.4419837481544204,"score_spread":0.36550798157173314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116056969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987509,0.002145558,0.0005980238,0.0062953094,0.0012603982,0.00011592696,0.000039459752,0.000005683114,0.0020306066],"genre_scores_gemma":[0.99836445,0.00044002107,0.00015293759,0.00042429514,0.0004023096,0.0000067389924,0.000004471962,0.000004302733,0.00020044825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981623,0.00064668414,0.0006827091,0.00010131033,0.00021519864,0.00019174117],"domain_scores_gemma":[0.9978383,0.0009851354,0.00054208573,0.000049302944,0.0005395788,0.000045568977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044716938,0.00011175411,0.0004372103,0.000119974284,0.00013853206,0.0000039902516,0.00017774306,0.00006875369,0.00034024846],"category_scores_gemma":[0.00011781034,0.00008139443,0.00006435695,0.00007413135,0.00035248225,0.00009992623,0.00013875436,0.00037633834,0.000011986029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001444689,0.000062695595,0.9591385,0.00000566392,0.00023403695,0.000017562006,0.026854286,0.00005141856,0.00009338904,0.0077172183,0.005243819,0.0004369451],"study_design_scores_gemma":[0.0028932749,0.00017398414,0.9670261,0.00030847613,0.000031067946,0.0000116410465,0.008786327,0.0001929365,0.000022781736,0.01572565,0.0047129397,0.00011479327],"about_ca_topic_score_codex":0.00017195672,"about_ca_topic_score_gemma":0.0005882428,"teacher_disagreement_score":0.018067958,"about_ca_system_score_codex":0.00012857113,"about_ca_system_score_gemma":0.000051802257,"threshold_uncertainty_score":0.3725482},"labels":[],"label_agreement":null},{"id":"W2116217606","doi":"10.7202/029489ar","title":"Chômage de longue durée, transmissions générationnelles et modèles normatifs","year":2009,"lang":"fr","type":"article","venue":"Service social","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04845650039069078,"score_gpt":0.3897725570281528,"score_spread":0.341316056637462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116217606","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19281553,0.0032254201,0.0018112181,0.7352399,0.0015041598,0.00085195375,0.00027028995,0.00027610004,0.064005405],"genre_scores_gemma":[0.9170591,0.0017426024,0.0015904207,0.052421484,0.0038546312,0.00007616929,0.00022040083,0.00007475703,0.022960385],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99641854,0.0012125017,0.00067734835,0.0003345408,0.00035487488,0.001002221],"domain_scores_gemma":[0.9986478,0.00032996482,0.00023357564,0.00021691821,0.0003236178,0.0002481016],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008218392,0.00036556317,0.0004618672,0.00009353412,0.0030613358,0.000052521318,0.00030925818,0.00066751405,0.0017594466],"category_scores_gemma":[0.000083865954,0.0003813313,0.00021089065,0.00052599434,0.00010295294,0.00045762467,0.00008969067,0.0010219545,0.0006742302],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016926436,0.0010173061,0.0039485595,0.0015427667,0.00025929074,0.000037085585,0.60727406,0.00010293374,0.0012322668,0.16312027,0.1943523,0.026943939],"study_design_scores_gemma":[0.004661516,0.00034995173,0.5402926,0.0017472708,0.00062525,0.000008379577,0.11722033,0.001954712,0.00017609191,0.11540754,0.21596698,0.0015893376],"about_ca_topic_score_codex":0.0022075286,"about_ca_topic_score_gemma":0.008905633,"teacher_disagreement_score":0.72424364,"about_ca_system_score_codex":0.00021146813,"about_ca_system_score_gemma":0.0005154887,"threshold_uncertainty_score":0.99986386},"labels":[],"label_agreement":null},{"id":"W2116445296","doi":"10.7202/1006144ar","title":"Employee and Organizational Impacts of Flexitime Work Arrangements","year":2011,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Work (physics); Business; Control (management); Balance (ability); Public relations; Marketing; Set (abstract data type); Temporary work; Psychology; Management; Political science; Economics; Engineering; Computer science","score_opus":0.09177892307047586,"score_gpt":0.34709655887663493,"score_spread":0.25531763580615907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116445296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424122,0.00029506933,0.00013419798,0.00084649946,0.0001614269,0.0003326081,0.000028913333,0.000060924438,0.055728134],"genre_scores_gemma":[0.99310106,0.000084696796,0.00041474705,0.0000828631,0.00008285155,0.000019897363,0.000029622426,0.00001637168,0.0061678695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991471,0.0000875543,0.00032896118,0.0001226021,0.00012455258,0.00018920208],"domain_scores_gemma":[0.999322,0.00018922654,0.00014292198,0.00012940458,0.00015402917,0.000062405095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015626832,0.00009479517,0.00014067547,0.00010227099,0.00049342855,0.0000022806364,0.000064474785,0.00017428379,0.002115205],"category_scores_gemma":[0.00021150707,0.00008330391,0.000019608793,0.00038392507,0.00009263546,0.00009286534,0.00009103408,0.00024817002,0.00010879324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014282757,0.000023131635,0.9688617,0.0000045933507,0.000058659778,5.939916e-7,0.0054407166,5.075288e-7,0.000012461323,0.006397865,0.018794937,0.00039056523],"study_design_scores_gemma":[0.00047874355,0.000040595867,0.9886846,0.00014897971,0.00004505004,3.7919708e-7,0.0020700758,0.0000011328634,0.000100210884,0.002845501,0.0054828785,0.0001018755],"about_ca_topic_score_codex":0.00010694153,"about_ca_topic_score_gemma":0.000012902114,"teacher_disagreement_score":0.050688855,"about_ca_system_score_codex":0.000028660359,"about_ca_system_score_gemma":0.00012326866,"threshold_uncertainty_score":0.998797},"labels":[],"label_agreement":null},{"id":"W2116536464","doi":"10.1093/pubmed/fdi079","title":"Emergency call work-load, deprivation and population density: an investigation into ambulance services across England","year":2006,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Ambulance service; Demography; Population; Medicine; Social deprivation; Population density; Emergency medical services; Service (business); Mortality rate; Gerontology; Medical emergency; Environmental health; Business; Sociology","score_opus":0.06992751207979091,"score_gpt":0.4086351851745809,"score_spread":0.33870767309479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116536464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97029704,0.00081441447,0.00051382516,0.02744677,0.00061150803,0.0002439858,0.0000030672454,0.00003298442,0.000036432153],"genre_scores_gemma":[0.9963816,0.00043827723,0.0007130554,0.001075742,0.0010999904,0.0000068135655,0.00004802678,0.0000146124285,0.00022187801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99730694,0.00068498525,0.0010286871,0.00015966065,0.00040577518,0.0004139483],"domain_scores_gemma":[0.99770075,0.00008250574,0.0011440988,0.00012855347,0.0006810711,0.00026302133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038705878,0.00012456455,0.0002994718,0.00011041811,0.0010353212,0.000031736407,0.00010149094,0.0001152746,0.000016145807],"category_scores_gemma":[0.00013249493,0.00010311798,0.000031732132,0.0003018028,0.000026704953,0.00083236914,0.00005745405,0.0003629257,0.0000038455078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018331737,0.000032184926,0.9699714,0.0002248718,0.000012545535,0.0000010555942,0.016717505,0.00000504232,0.000034359087,0.00036306758,0.0016739088,0.01094571],"study_design_scores_gemma":[0.0006983792,0.00011979282,0.9869615,0.00012159137,0.000005807758,0.0000032002006,0.0015161759,0.00004318572,0.0000016487852,0.003815235,0.006625966,0.00008753461],"about_ca_topic_score_codex":0.012541132,"about_ca_topic_score_gemma":0.037576605,"teacher_disagreement_score":0.026371026,"about_ca_system_score_codex":0.00037231552,"about_ca_system_score_gemma":0.00032683177,"threshold_uncertainty_score":0.99403447},"labels":[],"label_agreement":null},{"id":"W2117257069","doi":"10.1080/10615800108248345","title":"Editorial introduction downsizing and restructuring: Implications for stress and anxiety","year":2001,"lang":"en","type":"article","venue":"Anxiety Stress & Coping","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Anxiety; Stress (linguistics); Psychology; Cognitive psychology; Political science; Psychiatry; Law; Philosophy; Linguistics","score_opus":0.0344595445671162,"score_gpt":0.3710109468785259,"score_spread":0.33655140231140973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117257069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927633,0.0016761217,0.00077202456,0.03295356,0.03352281,0.0019458296,0.0002134646,0.00030861734,0.00097461237],"genre_scores_gemma":[0.84527326,0.012939297,0.0008461308,0.00039610537,0.13926569,0.00053781347,0.0001757999,0.000055807686,0.00051009917],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851054,0.00007952209,0.00035495436,0.00046330766,0.00012470072,0.00046698295],"domain_scores_gemma":[0.9990295,0.00023247855,0.00016475706,0.000255289,0.00021466154,0.000103300175],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00022699768,0.00019138167,0.000245055,0.00005934396,0.0018954485,0.00003797748,0.00009034274,0.00017545877,0.000014709277],"category_scores_gemma":[0.00016810004,0.0001798487,0.00004274854,0.00012349481,0.000092119924,0.000244953,0.00018236581,0.0003034856,0.000001803677],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007941912,0.000018494344,0.87380636,0.0003821158,0.00005586364,1.1537107e-7,0.0019182098,0.000006262752,0.00065040565,0.0036370682,0.10606502,0.0133806765],"study_design_scores_gemma":[0.001274311,0.000060165818,0.33880207,0.00029737825,0.00007248671,0.0000035794244,0.0021649317,0.000020785286,0.0001760096,0.0022914752,0.65453494,0.00030189083],"about_ca_topic_score_codex":0.0002555103,"about_ca_topic_score_gemma":0.00040458253,"teacher_disagreement_score":0.5484699,"about_ca_system_score_codex":0.000062361534,"about_ca_system_score_gemma":0.000046657406,"threshold_uncertainty_score":0.99940395},"labels":[],"label_agreement":null},{"id":"W2117287262","doi":"","title":"Employment and Educational Equivalence Outcomes as Measures of Employment and Career Counselling","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salary; Equivalence (formal languages); Return on investment; Career counseling; Actuarial science; Psychology; Labour economics; Business; Economics; Applied psychology; Microeconomics","score_opus":0.08987628463045588,"score_gpt":0.3997046872504612,"score_spread":0.3098284026200053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117287262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91427016,0.07383052,0.0054504736,0.0050139003,0.0008567085,0.00025193096,0.00001755231,0.0000061021174,0.0003026593],"genre_scores_gemma":[0.74120486,0.25475237,0.0002098386,0.0018160501,0.00036330704,0.0000065871905,0.0000019205736,0.00003382727,0.001611266],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825543,0.00009843636,0.000704712,0.00018294193,0.00033606414,0.0004223937],"domain_scores_gemma":[0.9979815,0.00055211864,0.00038607512,0.00012171471,0.0004545745,0.00050400215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016587635,0.00019446874,0.00039180566,0.00027377365,0.0005897354,0.000025706933,0.00011037894,0.00010983589,0.00014082226],"category_scores_gemma":[0.0000065517374,0.00015906586,0.000056076045,0.000103933395,0.00021298972,0.00009712487,4.6325087e-7,0.00030506577,0.00000190974],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003147668,0.000055223805,0.87547326,0.0001812259,0.00049455033,0.000018798002,0.0829298,0.000013271696,0.00042179227,0.011421124,0.004718311,0.0239579],"study_design_scores_gemma":[0.004481909,0.0011754113,0.17317818,0.0022615222,0.00021516677,0.000102903876,0.004346052,0.000011455005,0.00020350656,0.17846839,0.63477296,0.0007825629],"about_ca_topic_score_codex":0.00219132,"about_ca_topic_score_gemma":0.016869722,"teacher_disagreement_score":0.70229506,"about_ca_system_score_codex":0.000031830743,"about_ca_system_score_gemma":0.0003125721,"threshold_uncertainty_score":0.94137007},"labels":[],"label_agreement":null},{"id":"W2117557644","doi":"10.7202/1012540ar","title":"Le rôle des conditions de travail dans la satisfaction et la loyauté des infirmières d’agence au Québec","year":2012,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05420209998508527,"score_gpt":0.3653569087152684,"score_spread":0.3111548087301831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117557644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882764,0.00480022,0.003406382,0.011232033,0.00058426656,0.00047866086,0.0002132411,0.00017781447,0.09083098],"genre_scores_gemma":[0.96280235,0.0012984013,0.0006625995,0.00009503787,0.00044609158,0.0001675616,0.00006094819,0.000056264893,0.034410764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957848,0.0022431123,0.0006044113,0.00025841815,0.00021930064,0.00088992255],"domain_scores_gemma":[0.99561244,0.00336136,0.0002552694,0.00029282723,0.00016113884,0.00031695855],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013402398,0.00031221675,0.0002925592,0.00019169248,0.0043556537,0.000047692392,0.00014288141,0.00095938094,0.000830138],"category_scores_gemma":[0.0010008431,0.00033677454,0.00012750141,0.0005466786,0.001753479,0.0010141338,0.00013300749,0.0014776723,0.00046331907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000891993,0.00021588654,0.7655671,0.000037372243,0.00013450862,0.0000031805448,0.062730744,0.00024926735,0.000095747186,0.1454415,0.013978187,0.0115375705],"study_design_scores_gemma":[0.0004417502,0.00004461019,0.7578988,0.0004922731,0.00018722781,0.00002710065,0.062749654,0.00002666381,0.000095652176,0.0026909092,0.17507096,0.00027440404],"about_ca_topic_score_codex":0.24179715,"about_ca_topic_score_gemma":0.29163474,"teacher_disagreement_score":0.16109277,"about_ca_system_score_codex":0.0008516345,"about_ca_system_score_gemma":0.0036142564,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W2118018113","doi":"10.1037/1076-8998.10.3.200","title":"Coping With Employment Uncertainty: A Comparison of Employed and Unemployed Workers.","year":2005,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Coping (psychology); Psychology; Avoidance coping; Occupational stress; Unemployment; Clinical psychology; Social psychology","score_opus":0.1632438271450871,"score_gpt":0.5497588813136292,"score_spread":0.38651505416854204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118018113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195295,0.0016511711,0.002347243,0.07495482,0.0005233201,0.00050753687,0.000018983486,0.000022634906,0.00044480877],"genre_scores_gemma":[0.9823364,0.00029923941,0.0040334538,0.012549144,0.0005208856,0.000024933532,0.000011172417,0.00002454019,0.00020023805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966488,0.0005027302,0.0016986595,0.00020476921,0.00044663277,0.00049839116],"domain_scores_gemma":[0.99653995,0.000591892,0.0019032382,0.00016822456,0.0005860322,0.00021064068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012239539,0.00018754846,0.0007956097,0.0002925573,0.00049953174,0.0000037394145,0.0001543067,0.00012998962,0.00012959658],"category_scores_gemma":[0.00007988491,0.00013763936,0.00006975089,0.00024481406,0.00017541932,0.00012682936,0.00005532411,0.00059765717,0.000009302416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022527697,0.00024438824,0.91211694,0.00013287862,0.00014055727,0.0000020733494,0.0043044253,0.00013705918,0.000016056307,0.00047567172,0.07578468,0.004392481],"study_design_scores_gemma":[0.003738696,0.002151702,0.8955123,0.0004800357,0.00003415441,0.000020593787,0.0011302878,0.000018171826,0.0000032135918,0.00017822128,0.09660348,0.00012915272],"about_ca_topic_score_codex":0.000103380604,"about_ca_topic_score_gemma":0.00057188666,"teacher_disagreement_score":0.06280692,"about_ca_system_score_codex":0.00019713643,"about_ca_system_score_gemma":0.0006236682,"threshold_uncertainty_score":0.56127703},"labels":[],"label_agreement":null},{"id":"W2118366398","doi":"10.7202/018593ar","title":"L’évolution de la relation entre le travail rémunéré et la fécondité chez les Canadiennes nées entre 1926 et 1961","year":2008,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.014609356882359094,"score_gpt":0.2850821495107897,"score_spread":0.2704727926284306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118366398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9048016,0.029425628,0.00026630075,0.014855657,0.0010964766,0.0008471469,0.0002886831,0.00030447592,0.048114024],"genre_scores_gemma":[0.94185525,0.036519114,0.00031329074,0.002126859,0.00055442913,0.00019238974,0.00024051864,0.00012344058,0.018074727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99167556,0.0048906785,0.000848668,0.000691058,0.0003840185,0.0015100301],"domain_scores_gemma":[0.9957625,0.0024927922,0.00047560717,0.00047089235,0.00021413133,0.0005840665],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0022877166,0.0006481432,0.00068336265,0.0006920437,0.0028660975,0.00005046708,0.0003467287,0.0016239489,0.00030845433],"category_scores_gemma":[0.00078240683,0.0007033383,0.00047940854,0.0010362442,0.0038065228,0.0004455442,0.00009278079,0.002406749,0.000058174246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008366074,0.00033110744,0.654837,0.00038282125,0.00045034772,0.00022210422,0.15133904,0.000073787596,0.00019896326,0.095122516,0.08849746,0.008461212],"study_design_scores_gemma":[0.0015833224,0.00012785316,0.61132973,0.00055988855,0.00028344154,0.000110364315,0.033198018,0.000051448464,0.00004782004,0.0034283914,0.3486519,0.0006277987],"about_ca_topic_score_codex":0.3652757,"about_ca_topic_score_gemma":0.59319115,"teacher_disagreement_score":0.26015443,"about_ca_system_score_codex":0.0008636961,"about_ca_system_score_gemma":0.002360232,"threshold_uncertainty_score":0.99989474},"labels":[],"label_agreement":null},{"id":"W2118487843","doi":"10.1002/smi.1144","title":"Burnout and self‐employment: a cross‐cultural empirical study","year":2007,"lang":"en","type":"article","venue":"Stress and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Depersonalization; Emotional exhaustion; Burnout; Psychology; Social psychology; Variance (accounting); Job satisfaction; Multivariate analysis of variance; Occupational burnout; Turnover intention; Work engagement; Turnover; Empirical research; Clinical psychology; Work (physics); Applied psychology; Management; Statistics","score_opus":0.11573054263059131,"score_gpt":0.519840484809546,"score_spread":0.40410994217895474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118487843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842646,0.0025242849,0.000011545803,0.0077484944,0.00027261925,0.0010328628,0.000025783122,0.00013992705,0.0039798566],"genre_scores_gemma":[0.99494964,0.0013452731,0.000056085628,0.0018839791,0.00035329207,0.000046421577,0.000009563611,0.000017229591,0.0013385378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800694,0.00016822931,0.0005260459,0.0003490052,0.00022129674,0.00072848884],"domain_scores_gemma":[0.9991052,0.00016159874,0.00015280214,0.00015424743,0.00010567701,0.000320451],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010847083,0.0001890419,0.00036163488,0.00006571745,0.002081302,0.000030256862,0.000067409506,0.00009067291,0.000051319537],"category_scores_gemma":[0.000022179518,0.00013425181,0.000026743488,0.00010879952,0.000095706324,0.00011074781,0.0001956872,0.00037890792,0.000013072179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038157395,0.00024587606,0.9610383,0.00021142706,0.00003868435,0.000007373672,0.03243601,6.296903e-8,4.611158e-7,0.00059080095,0.002403763,0.0029890717],"study_design_scores_gemma":[0.0015587477,0.00059040904,0.9601037,0.00012201646,0.000013883684,0.0000011465323,0.018415878,0.0000023758153,9.0893707e-7,0.00020071247,0.018854013,0.00013620379],"about_ca_topic_score_codex":0.0026355605,"about_ca_topic_score_gemma":0.006151812,"teacher_disagreement_score":0.016450249,"about_ca_system_score_codex":0.00008954825,"about_ca_system_score_gemma":0.000093471484,"threshold_uncertainty_score":0.99921787},"labels":[],"label_agreement":null},{"id":"W2118589554","doi":"10.1017/s0714980814000543","title":"Exploring Gender Differences in the Relationships between Eldercare and Labour Force Participation","year":2015,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Population; Political science; Sociology; Art; Demography","score_opus":0.2530308364873494,"score_gpt":0.3372819991457742,"score_spread":0.0842511626584248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118589554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87583673,0.005423614,0.00005055965,0.114648335,0.001940743,0.00048305336,0.000075591124,0.000010322387,0.0015310238],"genre_scores_gemma":[0.99466115,0.001029866,0.000035810146,0.0010775322,0.0013576484,0.00012300423,0.000021028582,0.000037162943,0.0016568141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952131,0.0022549317,0.00074758515,0.00032964078,0.00018832088,0.0012664075],"domain_scores_gemma":[0.99627227,0.0010260743,0.00028327067,0.00026469748,0.00028748636,0.0018662161],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004367953,0.00031650506,0.00040715357,0.00046062862,0.0019722446,0.00018725629,0.00029895367,0.00017920908,0.000101593345],"category_scores_gemma":[0.0012875969,0.00026612382,0.00006832003,0.00044150336,0.00014929149,0.00042497306,0.000038137896,0.0017572725,0.000023413726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056294552,0.0000139261,0.763669,0.00015078385,0.0000729724,0.00028604435,0.19774143,0.00007525584,2.8476157e-7,0.028643044,0.0043922025,0.004949394],"study_design_scores_gemma":[0.0006050108,0.00013852917,0.78214735,0.0013880258,0.000102418155,0.000037573824,0.086223036,0.000054085358,4.264763e-7,0.0040797396,0.12495261,0.0002711912],"about_ca_topic_score_codex":0.06969738,"about_ca_topic_score_gemma":0.773304,"teacher_disagreement_score":0.7036066,"about_ca_system_score_codex":0.0016070282,"about_ca_system_score_gemma":0.0008259206,"threshold_uncertainty_score":0.9999791},"labels":[],"label_agreement":null},{"id":"W2119254704","doi":"10.1177/0950017006061272","title":"Obscuring the costs of home care: restructuring at work","year":2006,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Restructuring; Work (physics); Politics; Competition (biology); Business; Health care; Indignation; Government (linguistics); Care work; Labour economics; Public relations; Economic growth; Economics; Political science; Law; Finance","score_opus":0.02385070841248796,"score_gpt":0.31866436150298844,"score_spread":0.29481365309050045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119254704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861372,0.005773819,0.000009492331,0.001779528,0.00048093527,0.0005062931,0.000008637889,0.000084765335,0.005219344],"genre_scores_gemma":[0.9916862,0.000673799,0.00011418733,0.00027997955,0.00041152452,0.000081424754,0.000015922737,0.000026707825,0.00671025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985014,0.0001253704,0.0004010517,0.00024290606,0.00026736435,0.00046185945],"domain_scores_gemma":[0.99909693,0.00033795292,0.00017883841,0.00026640666,0.000070686925,0.000049182683],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028697823,0.00018708884,0.00026565947,0.000016883585,0.0014985374,0.00001107469,0.00014284106,0.00013007857,0.000043412667],"category_scores_gemma":[0.00001005838,0.00012481996,0.00015749632,0.00024677877,0.00018628649,0.0000477866,0.000391945,0.00030702827,0.000011985065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003180806,0.000011971768,0.9407584,0.00007442426,0.000060407725,7.1368504e-7,0.013468548,0.000008920379,0.00003566724,0.0015240187,0.042842474,0.0011826378],"study_design_scores_gemma":[0.0008029156,0.000027463175,0.94691133,0.00036465362,0.000060624247,1.7074103e-7,0.006491012,8.82416e-7,0.00007589111,0.00060730166,0.044447124,0.00021060121],"about_ca_topic_score_codex":0.00035740886,"about_ca_topic_score_gemma":0.0001505913,"teacher_disagreement_score":0.006977536,"about_ca_system_score_codex":0.00024010908,"about_ca_system_score_gemma":0.000025319301,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W2119533124","doi":"10.1177/0896920508101501","title":"Globalization, Downsizing and Insecurity: Do We Need to Upgrade Marx's Theory of Alienation?","year":2009,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Alienation; Globalization; Economic system; Economics; Sociology; Political economy; Labour economics; Political science; Market economy; Law","score_opus":0.04745277722159194,"score_gpt":0.42365296880269826,"score_spread":0.3762001915811063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119533124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5601424,0.004904157,0.0044675767,0.41076928,0.0006885987,0.0007176272,0.000049062714,0.00015480905,0.018106483],"genre_scores_gemma":[0.9915406,0.0002625117,0.00023782923,0.007623181,0.0001681961,0.000021739545,0.000007516546,0.000006206919,0.00013217879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99854374,0.0005286306,0.00032299725,0.00018614622,0.000089243484,0.0003292539],"domain_scores_gemma":[0.99839,0.0011735731,0.00003969322,0.00010704277,0.00019021692,0.00009945862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004790446,0.00009697629,0.00025768342,0.000055875396,0.00044386814,0.0000032995795,0.00007674171,0.00019643402,0.00016304915],"category_scores_gemma":[0.0015834252,0.00008219556,0.000031362644,0.00010032044,0.00036658358,0.000047018755,0.00008717542,0.00018662178,0.000025121712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029753799,0.00003546273,0.028811704,0.00005113185,0.0000131515335,0.0000010946522,0.009886535,1.9748319e-7,0.00021281395,0.95227075,0.00651742,0.002170015],"study_design_scores_gemma":[0.00038239625,0.00018669815,0.106136754,0.00008073828,0.000030207457,6.7931995e-7,0.0069976575,0.0000036324045,0.000014749697,0.86451447,0.021542206,0.000109818255],"about_ca_topic_score_codex":0.000014157403,"about_ca_topic_score_gemma":0.0000058383366,"teacher_disagreement_score":0.43139824,"about_ca_system_score_codex":0.00003954431,"about_ca_system_score_gemma":0.000035766912,"threshold_uncertainty_score":0.34139198},"labels":[],"label_agreement":null},{"id":"W2120398969","doi":"10.1002/hec.1390","title":"The impact of diabetes on employment in Canada","year":2008,"lang":"en","type":"article","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Endogeneity; Diabetes mellitus; Instrumental variable; Economics; Probit model; Multivariate probit model; Probit; Bivariate analysis; Estimation; Population; Demographic economics; Labour economics; Medicine; Econometrics; Environmental health; Statistics; Endocrinology","score_opus":0.0735155550843984,"score_gpt":0.3843342792913173,"score_spread":0.3108187242069189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120398969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881112,0.00045492486,1.0971483e-7,0.008231108,0.00037809642,0.00045332266,0.00003887509,0.000008020419,0.0023243676],"genre_scores_gemma":[0.99523985,0.0025952086,0.000003883514,0.0016611964,0.000070252594,0.00006989026,0.0000051040556,0.000012738974,0.0003418557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985702,0.00014393723,0.0005853964,0.000122907,0.00004924361,0.0005283252],"domain_scores_gemma":[0.99877256,0.0006348452,0.00026218113,0.00021066643,0.000024664208,0.000095062824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003635318,0.0001006373,0.0002858534,0.00003679745,0.00069557,0.0000010193004,0.00010824079,0.000029323439,0.00003883919],"category_scores_gemma":[0.000036740203,0.00006699397,0.000043737688,0.0000523263,0.000036226906,0.000024621337,0.00004642734,0.00021344924,0.000017117887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016733247,0.00001597274,0.965987,0.000023800834,0.000018257042,2.8479926e-7,0.0008448304,0.00016250348,1.5658142e-7,0.00052074937,0.0309885,0.0014212073],"study_design_scores_gemma":[0.0003843702,0.00014726617,0.9863262,0.00004705683,6.7324595e-7,7.3021134e-8,0.0004991154,0.000108828295,0.0000025333254,0.00018115544,0.012241517,0.00006119864],"about_ca_topic_score_codex":0.9141024,"about_ca_topic_score_gemma":0.9720252,"teacher_disagreement_score":0.05792284,"about_ca_system_score_codex":0.0023982173,"about_ca_system_score_gemma":0.004657415,"threshold_uncertainty_score":0.82620543},"labels":[],"label_agreement":null},{"id":"W2120962013","doi":"10.1787/5k8x7gvx7247-en","title":"The Role of Short-Time Working Schemes During the Global Financial Crisis and Early Recovery","year":2012,"lang":"en","type":"paratext","venue":"OECD social employment and migration working papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Financial crisis; Economics; Endogeneity; Labour economics; Context (archaeology); Recession; Quarter (Canadian coin); Macroeconomics; Econometrics","score_opus":0.02385502890703986,"score_gpt":0.32206467391462196,"score_spread":0.29820964500758207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120962013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.858882,0.040005963,0.000004116729,0.0060649035,0.0034271593,0.0018179223,0.00008040753,0.00010182529,0.089615725],"genre_scores_gemma":[0.9552704,0.010653979,0.00001630274,0.00030480578,0.0031650406,0.00030423823,0.00005461154,0.000058787864,0.030171828],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997323,0.00043636092,0.00071439764,0.000377488,0.0004310068,0.0007177699],"domain_scores_gemma":[0.99872047,0.00040220952,0.0005146018,0.00020185573,0.000074773365,0.00008608022],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00064598955,0.00041680512,0.00056374643,0.000057642945,0.0054724887,0.00009852926,0.0002185912,0.00050900166,0.00018944399],"category_scores_gemma":[0.00004249674,0.00027895704,0.00019916358,0.0001748164,0.00026682875,0.00008601989,0.00032367744,0.0006507763,0.000100616475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058455573,0.00008362146,0.74103785,0.0002738586,0.0009679056,0.0000013400202,0.032354705,0.000002015127,0.00055303494,0.0045035994,0.116669394,0.10296813],"study_design_scores_gemma":[0.00033634406,0.00003959839,0.09166953,0.00035511472,0.00020882659,4.0467734e-7,0.004487786,7.616783e-7,0.00002775086,0.0003413373,0.9021768,0.00035575771],"about_ca_topic_score_codex":0.00057083985,"about_ca_topic_score_gemma":0.0017239474,"teacher_disagreement_score":0.7855074,"about_ca_system_score_codex":0.00022029718,"about_ca_system_score_gemma":0.0001428988,"threshold_uncertainty_score":0.99996626},"labels":[],"label_agreement":null},{"id":"W2121204844","doi":"10.7202/016490ar","title":"An Institutional Perspective on the Employment Position of Temporary Workers in the Netherlands","year":2007,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Position (finance); Labour economics; Government (linguistics); Temporary work; Labour law; Distribution (mathematics); Power (physics); Perspective (graphical); Economics; Business; Market economy; Economic growth; Work (physics)","score_opus":0.07184037559241743,"score_gpt":0.39616563281842154,"score_spread":0.32432525722600414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121204844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8993056,0.00014966328,0.00023253035,0.026695246,0.00012941058,0.00063491636,0.000013309493,0.000023346129,0.072815984],"genre_scores_gemma":[0.9984659,0.000017027367,0.000020203337,0.00053633744,0.00017719678,0.00005623842,0.000026627189,0.000006797654,0.00069366384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987354,0.00037114098,0.000332742,0.00012775186,0.0002452084,0.00018775283],"domain_scores_gemma":[0.9984064,0.001127441,0.00013119966,0.00021470952,0.000095453084,0.000024807518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012813119,0.00009270772,0.00009564174,0.00012597581,0.0010264133,0.000005160235,0.00015423117,0.00016387131,0.00013138735],"category_scores_gemma":[0.00012468427,0.00005136765,0.00003638843,0.00045833053,0.00014515249,0.000091783906,0.000023902523,0.0006703228,0.000025588468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068410336,0.00014737435,0.8255714,9.032709e-7,0.000027985612,0.0000025992001,0.013755353,0.00018860701,0.000011586599,0.14927933,0.010462855,0.0004835705],"study_design_scores_gemma":[0.00042359318,0.00014649778,0.8383262,0.00014899117,0.000014025774,7.042085e-7,0.14879312,0.00002331476,0.000029401406,0.0033347537,0.008678832,0.000080544734],"about_ca_topic_score_codex":0.0010220382,"about_ca_topic_score_gemma":0.0004538569,"teacher_disagreement_score":0.14594457,"about_ca_system_score_codex":0.00019914673,"about_ca_system_score_gemma":0.00020291618,"threshold_uncertainty_score":0.7894445},"labels":[],"label_agreement":null},{"id":"W2121398949","doi":"10.1136/jech.2009.096727w","title":"Social influences on trajectories of self-rated health: a comparative study of four OECD countries","year":2009,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Public health; Environmental health; Gerontology; Pathology","score_opus":0.3635034497533652,"score_gpt":0.5602406480399977,"score_spread":0.19673719828663255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121398949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550113,0.0013657782,0.000025615238,0.04155623,0.00035838597,0.0008227928,0.000029110319,0.000033618748,0.000797176],"genre_scores_gemma":[0.99041677,0.0013093293,0.00030947945,0.0076954523,0.0002062979,0.000009698073,0.0000076182114,0.000010122851,0.000035219608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97010297,0.024868183,0.003838881,0.00015557744,0.00034430192,0.00069008477],"domain_scores_gemma":[0.97931284,0.012635736,0.006490387,0.0003947531,0.00095804525,0.00020825522],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017281178,0.00027960466,0.0029827042,0.00032711652,0.0025659674,0.000002170875,0.0005223162,0.0002005228,0.000035950805],"category_scores_gemma":[0.0016408749,0.00020848816,0.0001802408,0.00028279563,0.0003434312,0.00014709258,0.0000961686,0.0027149743,0.000007280143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001097507,0.002151121,0.7710373,0.00043727466,0.00046524598,0.0000014264567,0.1718185,0.000053948108,0.0000060402544,0.00551286,0.04698926,0.00042956157],"study_design_scores_gemma":[0.0021769346,0.017796805,0.90396476,0.0004927595,0.00004898702,0.0000030001652,0.06683493,0.000004584944,0.0000029449056,0.0041151447,0.0044434858,0.00011566621],"about_ca_topic_score_codex":0.006558163,"about_ca_topic_score_gemma":0.010278488,"teacher_disagreement_score":0.1329275,"about_ca_system_score_codex":0.00046362786,"about_ca_system_score_gemma":0.0016405417,"threshold_uncertainty_score":0.9995858},"labels":[],"label_agreement":null},{"id":"W2121413986","doi":"10.1093/ije/dyi224","title":"Impact of economic crisis on cause-specific mortality in South Korea","year":2005,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Development economics; Geography; Environmental health; Socioeconomics; Medicine; Economics","score_opus":0.22662346647089449,"score_gpt":0.529008438899749,"score_spread":0.30238497242885454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121413986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986871,0.00039379037,0.000101024896,0.009507289,0.0011877757,0.00008968133,0.000052477702,0.000005338555,0.0017915885],"genre_scores_gemma":[0.99693817,0.0006355126,0.00015306183,0.00094388885,0.0012294312,0.000004853007,0.0000068126633,0.000009233051,0.000079054334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971421,0.0007292244,0.0016038347,0.00013555569,0.0001242413,0.0002650807],"domain_scores_gemma":[0.99555296,0.0027695722,0.0012332371,0.00013142497,0.0002406986,0.00007208751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025625953,0.00011788368,0.00057255337,0.00030988062,0.000044751134,0.0000013027869,0.00030194657,0.000120003264,0.0008599529],"category_scores_gemma":[0.0012274408,0.00008460814,0.0002588594,0.000035044653,0.000069885435,0.00010188496,0.00006841045,0.00046722376,0.00008813921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024039281,0.00006997088,0.96223176,0.0000033638007,0.00037501915,0.000009934916,0.0012646486,0.0013680073,0.000013966435,0.006921713,0.02632844,0.0011728014],"study_design_scores_gemma":[0.00090829015,0.00020136799,0.98704815,0.000082768434,0.000012750024,0.000005789847,0.000337889,0.00003271665,0.0000055919095,0.0049650115,0.006335596,0.00006407009],"about_ca_topic_score_codex":0.0003996231,"about_ca_topic_score_gemma":0.00037559256,"teacher_disagreement_score":0.024816418,"about_ca_system_score_codex":0.00063251646,"about_ca_system_score_gemma":0.00014214424,"threshold_uncertainty_score":0.9415881},"labels":[],"label_agreement":null},{"id":"W2121662199","doi":"10.1177/0020715208093078","title":"Field of Study and Flexible Work","year":2008,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"German; Standardization; Field (mathematics); Work (physics); Temporary work; Perspective (graphical); Labour economics; Business; Demographic economics; Sociology; Political science; Economics; Law; Engineering; Geography; Computer science","score_opus":0.18606306686299162,"score_gpt":0.5223704596569216,"score_spread":0.33630739279393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121662199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906768,0.00050877576,0.00025770484,0.003022862,0.0009112124,0.00011630091,0.000001955156,0.0000047718813,0.004499619],"genre_scores_gemma":[0.9984145,0.00012493922,0.000102598075,0.00036889824,0.0003150103,0.0000048800616,6.7931956e-7,0.0000026989894,0.00066577905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988857,0.00031508162,0.0004746823,0.000060333678,0.00016862291,0.00009559901],"domain_scores_gemma":[0.9978436,0.0009900993,0.00044366348,0.00004008325,0.00065421674,0.000028323919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028824326,0.00006386463,0.00030999703,0.00009482734,0.0001518458,9.180003e-7,0.00015263032,0.000051286548,0.00019123181],"category_scores_gemma":[0.00008740918,0.000047321977,0.00005039205,0.000036276684,0.00019018703,0.000061096725,0.00008467406,0.00030199025,0.00000905833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041069422,0.00012767469,0.9257722,0.0000026075058,0.00040146013,0.000015885842,0.05643277,0.0000030587964,0.000049498365,0.0023278648,0.014313321,0.00014300577],"study_design_scores_gemma":[0.0018428946,0.0012555907,0.9667625,0.000060513317,0.00002374234,0.00001507589,0.018238807,0.0000020009466,0.0000991098,0.004898425,0.0067348653,0.00006646217],"about_ca_topic_score_codex":0.000021493812,"about_ca_topic_score_gemma":0.000008908108,"teacher_disagreement_score":0.040990353,"about_ca_system_score_codex":0.000029206372,"about_ca_system_score_gemma":0.000072075454,"threshold_uncertainty_score":0.20938542},"labels":[],"label_agreement":null},{"id":"W2121857583","doi":"10.1590/s1020-49892013000500005","title":"Clase social, desigualdades en salud y conductas relacionadas con la salud de la población trabajadora en Chile","year":2013,"lang":"es","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Mental health; Social class; Population; Social determinants of health; Social inequality; Demography; Inequality; Social epidemiology; Gerontology; Social psychology; Public health; Sociology; Medicine; Nursing; Political science; Psychiatry","score_opus":0.023640438468475203,"score_gpt":0.3793059025357397,"score_spread":0.3556654640672645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121857583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89535123,0.008977583,0.0002971951,0.07008062,0.00043917637,0.0038067424,0.0006434128,0.0008517685,0.01955229],"genre_scores_gemma":[0.9793016,0.0081330305,0.001151514,0.0050452594,0.0018379879,0.00075369654,0.00024170664,0.00034692348,0.0031883218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821904,0.0112848785,0.0018195343,0.0012843861,0.00092961855,0.0024912334],"domain_scores_gemma":[0.98897815,0.0073408615,0.0011990306,0.0010388412,0.00043672867,0.0010064091],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00373224,0.0012249507,0.0020664132,0.00052884815,0.0023371305,0.00051106355,0.00107547,0.0012686283,0.002770599],"category_scores_gemma":[0.0021716447,0.0011676947,0.0006536439,0.0013288934,0.0017379881,0.0005148601,0.0005538343,0.0028842166,0.0011455432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027051754,0.0010027606,0.2024765,0.0024041017,0.0018399259,0.00020587438,0.029893199,0.000007966915,0.0055510234,0.17204568,0.5550681,0.029234396],"study_design_scores_gemma":[0.0016411225,0.00040639972,0.3154446,0.00094111677,0.0006978025,0.00004651469,0.014658279,0.000088557405,0.000076412674,0.0014232342,0.6632301,0.0013458623],"about_ca_topic_score_codex":0.015014123,"about_ca_topic_score_gemma":0.00015077397,"teacher_disagreement_score":0.17062244,"about_ca_system_score_codex":0.0019111157,"about_ca_system_score_gemma":0.0024179972,"threshold_uncertainty_score":0.9996322},"labels":[],"label_agreement":null},{"id":"W212220908","doi":"10.59876/a-f692-m3ee","title":"L'évolution professionnelle des jeunes intérimaires non qualifiés","year":2007,"lang":"en","type":"article","venue":"Management international","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.061037643177053916,"score_gpt":0.4218371962124659,"score_spread":0.360799553035412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W212220908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5448177,0.0000968012,0.015901266,0.0031067724,0.0038998425,0.0007211216,0.000007898236,0.00020711258,0.4312415],"genre_scores_gemma":[0.9443904,0.00015527465,0.0014494094,0.00087622245,0.0007578858,0.00013489753,0.00007004858,0.000021024429,0.052144792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984224,0.000060141283,0.00045751446,0.00024549087,0.00039422308,0.0004202491],"domain_scores_gemma":[0.99929947,0.00015367118,0.00015977821,0.0001629551,0.0001657672,0.000058349277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095560617,0.00014426454,0.00012916002,0.00024387293,0.00083382137,0.000011936581,0.00026314208,0.00007123872,0.0009464853],"category_scores_gemma":[0.000061906874,0.00012254712,0.0000600505,0.00014891334,0.00008979578,0.0001851949,0.00040209256,0.00019202195,0.00063572516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014273234,0.00015115246,0.79775506,0.00018212036,0.0002043712,0.000013289531,0.0029467572,0.000004776492,0.00013321533,0.048332542,0.13093515,0.019198818],"study_design_scores_gemma":[0.0009580227,0.0000382523,0.84023625,0.00033799573,0.00002689983,4.3795737e-7,0.023174454,0.00007223595,0.000102228674,0.010913762,0.123945594,0.00019384595],"about_ca_topic_score_codex":0.0002910391,"about_ca_topic_score_gemma":0.00046969982,"teacher_disagreement_score":0.39957276,"about_ca_system_score_codex":0.00026654973,"about_ca_system_score_gemma":0.0000142861845,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W2122240987","doi":"10.7202/602145ar","title":"L’écart de chômage entre le Canada et les États-Unis : analyse des divergences entre les hommes et les femmes","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.08496692684499547,"score_gpt":0.3493148377256164,"score_spread":0.26434791088062093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122240987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7934361,0.021289345,0.00013544969,0.17193678,0.0006301796,0.00060417014,0.0005972832,0.00014529908,0.011225378],"genre_scores_gemma":[0.95202756,0.013467537,0.0006103326,0.007530111,0.000542051,0.00007809202,0.00015098156,0.000060766997,0.02553258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937246,0.002726151,0.0010933358,0.0007745499,0.00020244948,0.0014789426],"domain_scores_gemma":[0.99594563,0.0022932745,0.00052407704,0.00050928816,0.0002528511,0.00047485981],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013422508,0.0007732956,0.0010312492,0.00017980783,0.003160713,0.00013084225,0.00059286796,0.00071117585,0.002079995],"category_scores_gemma":[0.0006712677,0.00073421386,0.00034054735,0.00027626706,0.0006281676,0.0005995416,0.00034217333,0.001294175,0.000044415403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013378198,0.00045097384,0.5641028,0.0005915293,0.0007661911,0.000111923204,0.06805552,0.00015816484,0.0001310571,0.11471365,0.1317194,0.119064994],"study_design_scores_gemma":[0.0013506362,0.00029787558,0.45136258,0.0011109773,0.00036343123,0.000010697628,0.14583345,0.000069068774,0.0016778953,0.02187536,0.3747681,0.0012799371],"about_ca_topic_score_codex":0.8881382,"about_ca_topic_score_gemma":0.95262617,"teacher_disagreement_score":0.24304871,"about_ca_system_score_codex":0.00079754565,"about_ca_system_score_gemma":0.0028461393,"threshold_uncertainty_score":0.9995109},"labels":[],"label_agreement":null},{"id":"W2122976603","doi":"10.7202/012339ar","title":"Dignity at Work for Low Wage, Low Skill Service Workers","year":2006,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Dignity; Staffing; Work (physics); Job security; Labour economics; Perception; Wage; Representation (politics); Service (business); Business; Demographic economics; Psychology; Economics; Marketing; Political science; Management; Engineering","score_opus":0.048207679144269946,"score_gpt":0.3478460957969898,"score_spread":0.29963841665271984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122976603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92061865,0.00038784646,0.00059688475,0.016894076,0.00076785963,0.0016422868,0.00010628911,0.00028328176,0.058702853],"genre_scores_gemma":[0.82927895,0.000027584761,0.00032704798,0.00049494364,0.00075287203,0.0004272371,0.0002956064,0.000044944634,0.16835085],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833536,0.0001435284,0.00051773497,0.00028423057,0.00018756774,0.0005315828],"domain_scores_gemma":[0.99784946,0.0013027788,0.00021688218,0.00029956558,0.00024952044,0.00008181329],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029538205,0.00020461992,0.00023989071,0.00010266787,0.0020945214,0.000012279031,0.00014791376,0.00048439746,0.00048778643],"category_scores_gemma":[0.00019273453,0.00018387157,0.00009272483,0.0006973811,0.00006326527,0.00012384396,0.00015388861,0.0005690109,0.00071628543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003871247,0.000065121756,0.5884534,0.000014003427,0.000038159276,7.7406537e-7,0.000795201,0.0003188363,0.0000046259224,0.001108473,0.40830174,0.0008609365],"study_design_scores_gemma":[0.0018849008,0.00003818706,0.47025013,0.0006898948,0.000115467396,3.865085e-7,0.003762639,0.00007774964,0.00006719038,0.0023574296,0.52029365,0.00046236647],"about_ca_topic_score_codex":0.0004817212,"about_ca_topic_score_gemma":0.00090989855,"teacher_disagreement_score":0.11820327,"about_ca_system_score_codex":0.00025403083,"about_ca_system_score_gemma":0.00015862238,"threshold_uncertainty_score":0.99920464},"labels":[],"label_agreement":null},{"id":"W2124627349","doi":"10.7202/1005744ar","title":"Autonomie des salariés, participation aux décisions et sentiment d’insécurité","year":2011,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07278008913442194,"score_gpt":0.3609329242386221,"score_spread":0.2881528351042002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124627349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7273822,0.0021433937,0.006114785,0.22753969,0.0023655312,0.0011536662,0.00029745157,0.00031528217,0.032687996],"genre_scores_gemma":[0.45485386,0.097527966,0.037137225,0.0077864015,0.0015053644,0.0012534917,0.00067938294,0.0002542831,0.39900205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942081,0.0025121814,0.0013482033,0.0008535954,0.00025710388,0.00082081644],"domain_scores_gemma":[0.98808223,0.009573047,0.00076407345,0.0006352831,0.0005224681,0.00042286955],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002589083,0.00053425255,0.000564879,0.00037512192,0.0005472558,0.00014750905,0.00042881328,0.0005859434,0.007827374],"category_scores_gemma":[0.0054598823,0.0006158541,0.00034332558,0.00019798585,0.00041748743,0.0010183378,0.00059262814,0.001331559,0.0020524587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002745854,0.0021961415,0.43636435,0.0005151971,0.0007293216,0.00010466962,0.028176459,0.0026484635,0.00011160724,0.4019434,0.049624294,0.07731152],"study_design_scores_gemma":[0.0020285079,0.000168729,0.67419225,0.002390136,0.00035292076,0.00003907531,0.00073060166,0.0045388793,0.00018008705,0.06561791,0.24908054,0.0006803792],"about_ca_topic_score_codex":0.0029186911,"about_ca_topic_score_gemma":0.0022014435,"teacher_disagreement_score":0.36631402,"about_ca_system_score_codex":0.0013463104,"about_ca_system_score_gemma":0.00073146727,"threshold_uncertainty_score":0.99962926},"labels":[],"label_agreement":null},{"id":"W2124844025","doi":"10.1177/1025382308095650","title":"Getting serious about the social determinants of health: new directions for public health workers","year":2008,"lang":"en","type":"article","venue":"Promotion & Education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Public health; Social determinants of health; Health policy; Population health; Political science; Health promotion; International health; Neglect; Public policy; Economic growth; Environmental health; Medicine; Economics","score_opus":0.22111435114557393,"score_gpt":0.4809919303274998,"score_spread":0.2598775791819259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124844025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.683574,0.001977036,0.0015958576,0.30559874,0.0031206573,0.0032393544,0.000016631293,0.00014955094,0.0007281605],"genre_scores_gemma":[0.9860842,0.0005982294,0.0006423793,0.0013064828,0.0012333568,0.000745049,0.00007560021,0.000029674831,0.009284999],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99792534,0.00054355426,0.0007020329,0.0002001856,0.00017189689,0.00045696495],"domain_scores_gemma":[0.998487,0.0001655636,0.0008070873,0.00015197093,0.0002898561,0.00009855255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013196681,0.00011708325,0.00026286577,0.000103795064,0.0053208433,0.000008265422,0.00010926337,0.00007156026,0.00005467219],"category_scores_gemma":[0.00023200738,0.000093519724,0.00008122824,0.00030516443,0.00006873739,0.00017194032,0.000027182703,0.00018826693,0.000014581464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011682254,0.00037102136,0.34829107,0.00041049207,0.000030142031,2.3138586e-8,0.08898663,3.9449532e-7,0.000010867927,0.00094760134,0.13730648,0.42363358],"study_design_scores_gemma":[0.00048508987,0.00018524901,0.79495966,0.0002615558,0.000011840605,0.0000024446156,0.012168813,0.000024245699,0.000010528855,0.0010198597,0.19074103,0.00012969141],"about_ca_topic_score_codex":0.0030081423,"about_ca_topic_score_gemma":0.0017790642,"teacher_disagreement_score":0.44666857,"about_ca_system_score_codex":0.0003153378,"about_ca_system_score_gemma":0.004092036,"threshold_uncertainty_score":0.9959741},"labels":[],"label_agreement":null},{"id":"W2125132300","doi":"10.3384/ijal.1652-8670.105277","title":"Ethno-cultural diversity in home care work in Canada","year":2011,"lang":"en","type":"article","venue":"International Journal of Ageing and Later Life","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Diversity (politics); Immigration; Context (archaeology); Cultural diversity; Metropolitan area; Care work; Work (physics); Ethnic group; Sociology; Gender studies; Political science; Medicine; Geography","score_opus":0.07506860574626179,"score_gpt":0.34387730117381116,"score_spread":0.26880869542754937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125132300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958698,0.00038764745,0.0000015558919,0.0015760928,0.0010019898,0.000037055568,0.0000033939184,0.0000025273932,0.001119904],"genre_scores_gemma":[0.9989889,0.00010469047,0.00003058796,0.00060461124,0.00014756067,9.165113e-7,0.0000011904123,0.0000030708763,0.00011845239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924177,0.00007477977,0.00029363623,0.00005882745,0.00019994272,0.000131025],"domain_scores_gemma":[0.99953926,0.000065098335,0.00013692255,0.000026204421,0.000178343,0.000054153006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015969403,0.000058413916,0.00013133755,0.00009621898,0.00010980771,0.0000046607147,0.0001406367,0.00003276758,0.00009043547],"category_scores_gemma":[0.00004633315,0.00004335482,0.000022109309,0.000048065318,0.000015561242,0.00012743195,0.0001839048,0.00031566998,0.0000017963689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011571994,0.000006889686,0.9637348,0.000009373474,0.00003436533,0.00027227937,0.03414558,0.0000043569994,0.0000020619702,0.0000237541,0.0009804209,0.00067039434],"study_design_scores_gemma":[0.0006792077,0.000014409175,0.9886378,0.00028861,0.000004634234,0.0000018141154,0.009194752,0.0000012058405,0.000003830197,0.00010280129,0.001019763,0.00005113944],"about_ca_topic_score_codex":0.52627236,"about_ca_topic_score_gemma":0.686565,"teacher_disagreement_score":0.16029261,"about_ca_system_score_codex":0.00028026168,"about_ca_system_score_gemma":0.0001657491,"threshold_uncertainty_score":0.47688222},"labels":[],"label_agreement":null},{"id":"W2125197021","doi":"10.1177/1044207309358588","title":"Barriers to Employment Among Women With Complex Episodic Disabilities","year":2010,"lang":"en","type":"article","venue":"Journal of Disability Policy Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Employability; Normative; Scholarship; Precarious work; Context (archaeology); Work (physics); Welfare; Sociology; Labour economics; Psychology; Political science; Economics; Economic growth","score_opus":0.0747431159365971,"score_gpt":0.43809790466315585,"score_spread":0.36335478872655874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125197021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487071,0.000076548844,0.000006416891,0.047480073,0.00070248544,0.000739975,0.0000400312,0.000056654873,0.0021907],"genre_scores_gemma":[0.99459535,0.00007082837,0.00022934374,0.0020590855,0.0015144364,0.00022872828,7.462395e-7,0.00003732822,0.0012641662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962851,0.00045317644,0.0012969723,0.0003147401,0.00065730204,0.0009927553],"domain_scores_gemma":[0.9955879,0.0017252686,0.0005531534,0.0005196731,0.00077035464,0.0008436853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018683018,0.00037808772,0.0010826958,0.00017040619,0.0014762788,0.000021387645,0.000403455,0.00010838022,0.00045482905],"category_scores_gemma":[0.007740163,0.00023891816,0.00016110238,0.00043469924,0.0021587918,0.00028587668,0.00041721293,0.00094846473,0.000033129505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035702574,0.00009396231,0.8984625,0.00020589352,0.0005235486,0.0000020047562,0.083755724,0.000009187354,0.00012793617,0.0015598612,0.014313289,0.00058909325],"study_design_scores_gemma":[0.0009914787,0.0009471323,0.7768721,0.00014568793,0.000063806045,0.0000033418098,0.19337855,5.871665e-7,0.00001785975,0.0043338,0.02298585,0.0002598158],"about_ca_topic_score_codex":0.0008089101,"about_ca_topic_score_gemma":0.004991632,"teacher_disagreement_score":0.121590376,"about_ca_system_score_codex":0.0013947437,"about_ca_system_score_gemma":0.00048627608,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W2125650905","doi":"10.7202/008264ar","title":"Précarité d’emploi, rapport au travail et intégration sociale","year":2004,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","score_opus":0.08016733579882589,"score_gpt":0.3902675949236297,"score_spread":0.3101002591248038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125650905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.716201,0.008416728,0.0021588004,0.22520497,0.0049558664,0.0025164832,0.00030077368,0.00060047716,0.03964492],"genre_scores_gemma":[0.935031,0.00848505,0.0022239424,0.0058602835,0.00408362,0.00036680826,0.00030577238,0.00015479556,0.043488737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943173,0.0018819256,0.0012874252,0.000674462,0.00060156203,0.0012373311],"domain_scores_gemma":[0.99745524,0.00063083007,0.00070860353,0.0003495274,0.00060180796,0.00025401838],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020773064,0.0006413104,0.0008612016,0.00015754855,0.0027761105,0.00009807452,0.00032878088,0.0013870383,0.0005968133],"category_scores_gemma":[0.00057689974,0.0006694831,0.000359261,0.0004111941,0.0012369171,0.00071518036,0.0002765332,0.0014469521,0.0005598367],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008042575,0.00080941763,0.019103546,0.0007015342,0.00041238815,0.000024838413,0.3798305,0.00000984511,0.00024094299,0.48280072,0.095414415,0.02057142],"study_design_scores_gemma":[0.0048920293,0.0011175962,0.24414474,0.002111938,0.00063833164,0.000008157147,0.28708988,0.0000090473095,0.0010210507,0.088690124,0.3681681,0.0021090198],"about_ca_topic_score_codex":0.01777569,"about_ca_topic_score_gemma":0.115946725,"teacher_disagreement_score":0.3941106,"about_ca_system_score_codex":0.0016251435,"about_ca_system_score_gemma":0.025547823,"threshold_uncertainty_score":0.99990934},"labels":[],"label_agreement":null},{"id":"W2126114628","doi":"10.7202/009546ar","title":"Gender, Discontinued Careers and Low Activity Rates in a Long Life Society","year":2004,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workforce; Dependency ratio; Context (archaeology); Population ageing; Pension; Welfare; Sustainability; Economics; Labour supply; Welfare state; Labour economics; European union; Population; Public economics; Demographic economics; Economic policy; Economic growth; Political science; Sociology; Market economy","score_opus":0.07273455194043815,"score_gpt":0.3677580431924694,"score_spread":0.29502349125203126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126114628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881253,0.00074736075,0.00056808564,0.007156575,0.00014082954,0.0004826201,0.000015552781,0.00006182965,0.0027017926],"genre_scores_gemma":[0.9975563,0.00030766815,0.00008292124,0.00016016253,0.00009632929,0.00007475336,0.000012070666,0.000014616133,0.00169513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898684,0.00011469629,0.0002566187,0.00020948327,0.00012138322,0.0003109533],"domain_scores_gemma":[0.9993316,0.00029657184,0.00010260503,0.00013451675,0.000049511505,0.000085230495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024611983,0.0001315454,0.00019152592,0.00006533864,0.00079381675,0.000010848783,0.000059147198,0.00029595356,0.00006141906],"category_scores_gemma":[0.00017950038,0.00011768216,0.00004960031,0.00029346347,0.00010531505,0.00018163557,0.000075040756,0.000743815,0.000028142225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013231782,0.000058925252,0.97943306,0.000016042228,0.00005961213,0.00000248989,0.013329157,0.00019420261,0.000038259113,0.0012351095,0.003678643,0.0019412779],"study_design_scores_gemma":[0.002041054,0.000024452354,0.9766117,0.00023986457,0.00003419714,4.1226227e-7,0.017591126,0.00008448037,0.000080331316,0.0011913683,0.0018877941,0.00021321839],"about_ca_topic_score_codex":0.0007191774,"about_ca_topic_score_gemma":0.00074956345,"teacher_disagreement_score":0.009430995,"about_ca_system_score_codex":0.00015020548,"about_ca_system_score_gemma":0.0003648624,"threshold_uncertainty_score":0.6105477},"labels":[],"label_agreement":null},{"id":"W2126159082","doi":"10.1353/cpp.0.0009","title":"The Impact of Anti-Temporary Replacement Legislation on Work Stoppages: Empirical Evidence from Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Legislation; Work (physics); Empirical evidence; Demographic economics; Employment protection legislation; Business; Empirical research; Political science; Economics; Law; Economic growth; Engineering; Statistics","score_opus":0.1406399251361574,"score_gpt":0.4307847692195881,"score_spread":0.29014484408343066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126159082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80036455,0.0004882516,0.0000016557419,0.18797211,0.00023142836,0.00041102487,0.00012046636,0.00002344617,0.010387085],"genre_scores_gemma":[0.99193335,0.0001087269,0.0000036922115,0.005641513,0.0006025019,0.000026869038,0.00004320592,0.000012812987,0.0016273322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978582,0.00034644236,0.0004499393,0.00024137288,0.00030644482,0.00079756364],"domain_scores_gemma":[0.9977401,0.0007601593,0.00022219912,0.0005393732,0.00015719135,0.0005809579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048154662,0.00017715133,0.0002453549,0.00021308768,0.0012327718,0.000027367221,0.0003237462,0.00010481934,0.00017049507],"category_scores_gemma":[0.001276287,0.00011922985,0.0000768626,0.00062587636,0.00006324899,0.00016360164,0.000035743393,0.00034191285,0.000021360676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002131235,0.0000074261143,0.57513046,0.0000023233843,0.000037468693,0.0000034253533,0.00057398836,0.0000039486604,0.000003537773,0.00080586894,0.41985378,0.0035564632],"study_design_scores_gemma":[0.00019954499,0.00011263218,0.913653,0.00013452847,0.00000527828,1.4709572e-7,0.00029112044,0.0000069902007,0.00000281719,0.00043730214,0.08504457,0.00011207774],"about_ca_topic_score_codex":0.9974545,"about_ca_topic_score_gemma":0.9926594,"teacher_disagreement_score":0.33852255,"about_ca_system_score_codex":0.0033861115,"about_ca_system_score_gemma":0.023286162,"threshold_uncertainty_score":0.9822509},"labels":[],"label_agreement":null},{"id":"W2126307969","doi":"10.1017/s0047279413000317","title":"Activation Workers’ Perceptions of Their Long-term Unemployed Clients’ Attitudes towards Employment","year":2013,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sanctions; Allowance (engineering); Quarter (Canadian coin); Unemployment; Work (physics); Social security; Job security; Paid work; Labour economics; Demographic economics; Political science; Business; Economic growth; Economics; Working hours; Law","score_opus":0.06849458592126631,"score_gpt":0.4333170139021843,"score_spread":0.364822427980918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126307969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793096,0.000039776296,0.00012134882,0.017115949,0.00036069972,0.00042004016,0.000011599905,0.00002464975,0.0025963006],"genre_scores_gemma":[0.99452376,0.00014397697,0.000060089264,0.0006740235,0.0028931329,0.000034071516,0.0000056680906,0.000026468952,0.0016387914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979358,0.00026886273,0.000903879,0.00010842568,0.00039052955,0.0003925083],"domain_scores_gemma":[0.9980226,0.000118411546,0.00092988677,0.00011688678,0.0006943366,0.00011783845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037953458,0.00017396205,0.0004567756,0.00027498452,0.0007526781,0.000015071134,0.00022185186,0.00016757274,0.0007292472],"category_scores_gemma":[0.0001365824,0.0001281654,0.00026763947,0.00030602215,0.00014386079,0.00033051326,0.0001282288,0.00046947628,0.000063466534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005798428,0.00024454668,0.9450578,0.00009488423,0.00027361975,6.4061646e-7,0.020167338,0.0000013127576,0.0019382229,0.0011697466,0.020198358,0.010795523],"study_design_scores_gemma":[0.00083178317,0.00015604334,0.99173135,0.00024020321,0.000038413546,7.7069615e-7,0.004868576,2.5565745e-7,0.00008331884,0.0010213888,0.0009204457,0.000107461914],"about_ca_topic_score_codex":0.0017489787,"about_ca_topic_score_gemma":0.00009384506,"teacher_disagreement_score":0.046673518,"about_ca_system_score_codex":0.00047842742,"about_ca_system_score_gemma":0.00039979396,"threshold_uncertainty_score":0.79847455},"labels":[],"label_agreement":null},{"id":"W2127081054","doi":"10.1177/1757975913514781","title":"Globalization and the rise of precarious employment: the new frontier for workplace health promotion","year":2014,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Workplace health promotion; Restructuring; Recession; Precarious work; Globalization; Flexibility (engineering); Global health; Financial crisis; Health promotion; Global recession; Intervention (counseling); Economic growth; Development economics; Business; Health care; Labour economics; Economics; Medicine; Market economy; Finance; Work (physics)","score_opus":0.040017234674002804,"score_gpt":0.40880449359689525,"score_spread":0.36878725892289244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127081054","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056704134,0.013532231,0.28568077,0.61070037,0.0042250855,0.025190018,0.00025516906,0.00040341096,0.0033087917],"genre_scores_gemma":[0.9868003,0.0019615742,0.0014330797,0.0037761184,0.0012048326,0.0010120453,0.00016442219,0.000048008867,0.0035996046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99542993,0.0021256797,0.0009810502,0.000379304,0.00037941794,0.0007045924],"domain_scores_gemma":[0.9979079,0.0002553417,0.0010188658,0.00038145686,0.00024570938,0.00019073246],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040538535,0.00023600236,0.00052837655,0.000036848003,0.0021164173,0.000019857383,0.00020487868,0.00014750757,0.000020163141],"category_scores_gemma":[0.0003282571,0.00013931778,0.0000931702,0.00034412264,0.00019086449,0.00014365342,0.00013266387,0.00023237354,0.000011696578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011501474,0.00053938484,0.1207248,0.00253861,0.00016526932,8.706688e-8,0.019022737,0.00005302498,0.0000018522566,0.21025334,0.3340281,0.31152266],"study_design_scores_gemma":[0.024102792,0.0072744153,0.27239916,0.0031015533,0.00025904403,0.000007567903,0.003031642,0.006713436,0.000010337664,0.2307023,0.45169765,0.00070010504],"about_ca_topic_score_codex":0.004237548,"about_ca_topic_score_gemma":0.0038145715,"teacher_disagreement_score":0.93009615,"about_ca_system_score_codex":0.0005920025,"about_ca_system_score_gemma":0.00064756395,"threshold_uncertainty_score":0.9991827},"labels":[],"label_agreement":null},{"id":"W2127303963","doi":"10.1111/j.1467-8551.2011.00809.x","title":"Temporary Work, Underemployment and Workplace Accommodations: Relationship to Well‐being for Workers with Disabilities","year":2012,"lang":"en","type":"article","venue":"British Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Underemployment; Receipt; Psychology; Job satisfaction; Well-being; Demographic economics; Life satisfaction; Social psychology; Unemployment; Business; Economics","score_opus":0.07309691100767095,"score_gpt":0.3619219273158867,"score_spread":0.2888250163082157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127303963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407491,0.0033601793,0.013260589,0.016835473,0.00079153426,0.0024954122,0.0000082969955,0.000059310285,0.022440093],"genre_scores_gemma":[0.9810826,0.00027929436,0.004472526,0.0007290656,0.0003522315,0.00021399958,0.0000066690895,0.00003122748,0.012832393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984144,0.00018539296,0.00057015946,0.00013626335,0.00027461388,0.0004191618],"domain_scores_gemma":[0.9984813,0.0008256467,0.00026488098,0.00012692023,0.00012065864,0.00018063361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013232537,0.00013351339,0.0002480476,0.00013681108,0.00081056333,0.000047731795,0.00012841646,0.0000495767,0.00006648865],"category_scores_gemma":[0.00013114884,0.0001247271,0.000056280594,0.00021885097,0.000054006567,0.00040455715,0.00015785283,0.00025916792,0.000013842041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018662594,0.00008038327,0.90238786,0.00019717772,0.00016842606,0.00000488771,0.0017337159,0.00003486298,8.256122e-8,0.003307415,0.083872706,0.008025881],"study_design_scores_gemma":[0.0014653369,0.00015711143,0.89421505,0.0028757562,0.00015881259,0.00001583422,0.026597979,8.978826e-7,6.412678e-7,0.0026216593,0.071683004,0.00020794249],"about_ca_topic_score_codex":0.000044286207,"about_ca_topic_score_gemma":0.00010158626,"teacher_disagreement_score":0.040333483,"about_ca_system_score_codex":0.00015934811,"about_ca_system_score_gemma":0.000025562802,"threshold_uncertainty_score":0.623428},"labels":[],"label_agreement":null},{"id":"W2128221808","doi":"10.7202/601289ar","title":"La détermination des salaires des policiers municipaux au Québec","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09425415649748539,"score_gpt":0.3996226639018399,"score_spread":0.3053685074043545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128221808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808129,0.003667774,0.00010972131,0.059924215,0.0006042776,0.0005722296,0.00005095776,0.00018470657,0.054073244],"genre_scores_gemma":[0.95277023,0.0021810806,0.0004401708,0.0046926974,0.0008705859,0.000078445264,0.00002429602,0.00005348543,0.038888987],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960021,0.0015646624,0.0008065639,0.00042721562,0.0000839115,0.001115583],"domain_scores_gemma":[0.9969981,0.0017404087,0.0003177821,0.0004567085,0.00016422819,0.00032279186],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011804812,0.00044649738,0.00056815596,0.0001908743,0.0017914207,0.000056457102,0.00033993978,0.0006381034,0.0003805365],"category_scores_gemma":[0.0007417977,0.0004410795,0.00021097389,0.00020355736,0.0012418206,0.0006016988,0.00016564521,0.0007278062,0.0003465268],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013633154,0.00037639998,0.08688662,0.0006453454,0.00018250063,0.000021605572,0.27263102,0.000017595268,0.000105211366,0.16476656,0.009896722,0.46433407],"study_design_scores_gemma":[0.0012348354,0.0006008353,0.58051044,0.0014440169,0.00015950175,0.000017069526,0.02288936,0.00006762305,0.00033566452,0.08403622,0.3079823,0.0007221531],"about_ca_topic_score_codex":0.4399638,"about_ca_topic_score_gemma":0.47989005,"teacher_disagreement_score":0.49362382,"about_ca_system_score_codex":0.0028937121,"about_ca_system_score_gemma":0.0014964005,"threshold_uncertainty_score":0.9998041},"labels":[],"label_agreement":null},{"id":"W2128540043","doi":"10.1177/1468018114544765","title":"Falling through the cracks? Migrant workers and the Global Social Protection Floor","year":2014,"lang":"en","type":"article","venue":"Global Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"Intelligent Manufacturing Research Center; United Nations Development Programme","keywords":"Declaration; Migrant workers; Context (archaeology); Social protection; Human rights; Political science; Falling (accident); Economic growth; Work (physics); Social rights; Face (sociological concept); Sociology; Economics; Law; Geography; Medicine; Environmental health; Social science; Engineering","score_opus":0.04846749093407333,"score_gpt":0.40799246272580253,"score_spread":0.3595249717917292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128540043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64822924,0.00030280012,0.00070809264,0.29466286,0.00086156174,0.0017111806,0.00008890794,0.00021159487,0.05322377],"genre_scores_gemma":[0.98415995,0.000032226057,0.000022603657,0.006932525,0.008038275,0.00023157992,0.0000046953887,0.000012782025,0.00056535006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99750364,0.00093328644,0.0003505085,0.00023696231,0.00031370157,0.00066188024],"domain_scores_gemma":[0.99947387,0.000025718184,0.00022112088,0.00012453436,0.00010650487,0.00004825902],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069183356,0.00021223976,0.00031131,0.0000099162635,0.0067909975,0.000046383517,0.0002290266,0.00022317522,0.000027037728],"category_scores_gemma":[0.00036033138,0.00012019192,0.00016306138,0.00045922695,0.00064128434,0.00009820903,0.00024767857,0.00038026972,0.00010136838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013476007,0.00010284137,0.019786138,0.00021768325,0.0005824098,0.0000014380228,0.09513432,0.000006449715,0.000006033307,0.41380376,0.07144218,0.39756915],"study_design_scores_gemma":[0.0027184386,0.000039012408,0.6953986,0.00004383161,0.00010483127,0.0000011610094,0.011647432,0.000028532004,3.9160608e-7,0.15431423,0.1354807,0.00022279803],"about_ca_topic_score_codex":0.26531145,"about_ca_topic_score_gemma":0.0047891545,"teacher_disagreement_score":0.6756125,"about_ca_system_score_codex":0.00048962043,"about_ca_system_score_gemma":0.00015077254,"threshold_uncertainty_score":0.994502},"labels":[],"label_agreement":null},{"id":"W2128572378","doi":"10.1177/1757975915570519","title":"Promoting health and equity: a theme that is more relevant than ever","year":2015,"lang":"en","type":"editorial","venue":"Global Health Promotion","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; International Society for Equity in Health","funders":"","keywords":"Equity (law); Health equity; Political science; Theme (computing); Medicine; Public health; Nursing; Computer science","score_opus":0.12069967262173112,"score_gpt":0.49494335457979316,"score_spread":0.374243681958062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128572378","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038405315,0.017661361,0.00008331387,0.13539328,0.825419,0.009256946,0.0032954018,0.00090988656,0.004140244],"genre_scores_gemma":[0.0066205086,0.017111266,0.00045537233,0.010125617,0.9499137,0.001347801,0.0046750293,0.0003193584,0.009431357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99034774,0.0018865354,0.0016908022,0.001364009,0.002316543,0.002394349],"domain_scores_gemma":[0.9945151,0.00034300424,0.0022855485,0.0007338153,0.0008875611,0.0012349539],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006015036,0.0008552537,0.0016987503,0.0001458436,0.0027757152,0.000057471727,0.00044235878,0.0014199319,0.000066120614],"category_scores_gemma":[0.0010684257,0.00072263787,0.00016012066,0.00042266594,0.00017567346,0.00031743976,0.0013504913,0.0023669314,0.00018824737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009920487,0.0001752964,0.005501916,0.0069806185,0.00010272679,0.000004841563,0.017662365,2.8620509e-8,1.1476244e-7,0.00019582226,0.94310886,0.026168197],"study_design_scores_gemma":[0.001926461,0.0022252218,0.0019175905,0.0066540344,0.000064223816,0.0000039378865,0.0025801803,0.000029896502,2.872704e-7,0.008096599,0.9759112,0.00059034716],"about_ca_topic_score_codex":0.0057524983,"about_ca_topic_score_gemma":0.0018931355,"teacher_disagreement_score":0.12526767,"about_ca_system_score_codex":0.0050447835,"about_ca_system_score_gemma":0.008782987,"threshold_uncertainty_score":0.9999347},"labels":[],"label_agreement":null},{"id":"W2129052480","doi":"","title":"Measuring Economic Security in Insecure Times: New Perspectives, New Events and the Index of Economic Well-being","year":2009,"lang":"en","type":"article","venue":"CSLS Research Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic security; Recession; Unemployment; Poverty; Index (typography); Context (archaeology); Economics; Development economics; Economic growth; Demographic economics; Geography; Macroeconomics","score_opus":0.08655787436710399,"score_gpt":0.43369890856340676,"score_spread":0.34714103419630277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129052480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9087109,0.0031297454,0.000004762197,0.009375658,0.00020444051,0.0012648383,0.0000014407841,0.000029555305,0.07727865],"genre_scores_gemma":[0.9934999,0.0016122288,0.000010252182,0.00006159304,0.00037316096,0.000028768194,0.0000021904127,0.000016723649,0.0043952065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971437,0.00065010233,0.0007667126,0.00044320698,0.00037327813,0.0006229876],"domain_scores_gemma":[0.99844694,0.00052311865,0.00027649183,0.00044552368,0.000118190546,0.00018973372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047661425,0.00016014568,0.00043971153,0.00027773276,0.00050804805,0.000017869488,0.00018316593,0.00013976815,0.00034269597],"category_scores_gemma":[0.00060522364,0.00012145705,0.00007533376,0.00013818654,0.00017008641,0.00020277253,0.00028920834,0.00092129264,0.00003967852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005455398,0.000079705875,0.82599497,0.00014109172,0.00013759261,0.00010430574,0.07515519,0.000059323967,0.000038808314,0.025215322,0.06903993,0.0034882494],"study_design_scores_gemma":[0.004139978,0.00018283045,0.5455037,0.00081385236,0.000021161199,0.000025524118,0.018566899,0.00021440312,0.00010044764,0.4095718,0.02052084,0.00033858552],"about_ca_topic_score_codex":0.01322918,"about_ca_topic_score_gemma":0.005943939,"teacher_disagreement_score":0.38435647,"about_ca_system_score_codex":0.0007158168,"about_ca_system_score_gemma":0.0014112326,"threshold_uncertainty_score":0.9933418},"labels":[],"label_agreement":null},{"id":"W2129193953","doi":"10.7202/1006345ar","title":"How Precarious Employment Affects Health and Safety at Work: The Case of Temporary Agency Workers","year":2011,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Occupational safety and health; Temporary work; Vulnerability (computing); Business; Work (physics); Medicine; Sociology; Engineering; Computer security","score_opus":0.10436607884528058,"score_gpt":0.34639261658916304,"score_spread":0.24202653774388244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129193953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94721806,0.008355941,0.00010195739,0.021828258,0.00039465827,0.0018256604,0.00003811685,0.00009588872,0.02014143],"genre_scores_gemma":[0.96878755,0.0005574486,0.0001177735,0.00017355933,0.000075690215,0.000105288564,0.000019076757,0.000022130855,0.030141454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983419,0.00053628895,0.00040644608,0.00022884367,0.00012650364,0.00036000178],"domain_scores_gemma":[0.99840623,0.00066591846,0.00037792278,0.00034533392,0.000061858176,0.00014272243],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005407507,0.00017197167,0.0002582682,0.00009050783,0.0018422569,0.000006497355,0.000102605154,0.00023181978,0.000126743],"category_scores_gemma":[0.00015216086,0.00011705742,0.000056146207,0.0003931727,0.0001961969,0.00010589293,0.00025864269,0.00055815215,0.000015043637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007880171,0.000049770937,0.8533886,0.000019122735,0.00011352801,0.00002670672,0.03942551,0.000002327529,7.9125255e-7,0.0017347117,0.086716466,0.018443631],"study_design_scores_gemma":[0.002645562,0.0006432056,0.59682006,0.0013699983,0.00017828008,0.00006139548,0.087619655,0.000017075481,0.00003924606,0.0014453257,0.30851206,0.0006481327],"about_ca_topic_score_codex":0.0014056513,"about_ca_topic_score_gemma":0.0007260668,"teacher_disagreement_score":0.25656858,"about_ca_system_score_codex":0.00014168225,"about_ca_system_score_gemma":0.00029233488,"threshold_uncertainty_score":0.9994572},"labels":[],"label_agreement":null},{"id":"W2129820049","doi":"10.1186/1744-8603-10-2","title":"The global financial crisis and health equity: Early experiences from Canada","year":2014,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Government of Canada","keywords":"Austerity; Financial crisis; Social determinants of health; Recession; Population health; Social policy; Health policy; Equity (law); Global recession; Health equity; Global health; Population; Development economics; Economics; Economic growth; Political science; Economic policy; Health care; Medicine; Politics; Environmental health","score_opus":0.06282728868620771,"score_gpt":0.42546760426909574,"score_spread":0.362640315582888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129820049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50978655,0.012545736,0.0023398302,0.46357524,0.0030128136,0.001287609,0.00025113614,0.00015922663,0.0070418403],"genre_scores_gemma":[0.95828587,0.0026311933,0.000051121384,0.03858559,0.00028500255,0.000047156052,0.00002998796,0.0000058385676,0.00007822616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981822,0.00032612827,0.00043723139,0.000254577,0.00027558254,0.00052429846],"domain_scores_gemma":[0.9991845,0.00007653407,0.00024315891,0.00014499444,0.000079825826,0.00027097674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081578357,0.00013020216,0.00025798552,0.000011222086,0.0034532044,0.00003706092,0.000101509344,0.000058682086,0.000025506013],"category_scores_gemma":[0.00007864445,0.000092830676,0.000013874247,0.00015815996,0.00006890359,0.00006455373,0.00017315244,0.00010684636,0.0000032484654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015469877,0.00000842367,0.59286904,0.00006539395,0.000008818873,2.1662966e-7,0.0076469253,3.500294e-7,2.3485738e-8,0.07959992,0.3014394,0.018346006],"study_design_scores_gemma":[0.00039610817,0.00009947043,0.77409106,0.000060599272,0.000003398584,2.5609125e-7,0.009463362,0.000029701527,9.532456e-8,0.0068291975,0.20893851,0.00008821505],"about_ca_topic_score_codex":0.88571304,"about_ca_topic_score_gemma":0.93553495,"teacher_disagreement_score":0.44849932,"about_ca_system_score_codex":0.00044111835,"about_ca_system_score_gemma":0.0015139373,"threshold_uncertainty_score":0.99784416},"labels":[],"label_agreement":null},{"id":"W2130039259","doi":"10.1093/aje/kwr355","title":"Economic Conditions and Suicide Rates in New York City","year":2012,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"University of California, San Francisco; Mailman School of Public Health, Columbia University; National Institutes of Health; National Institute on Drug Abuse; McGill University","keywords":"Demography; Poison control; Population; Socioeconomic status; Suicide prevention; Injury prevention; Economics; Medicine; Geography; Environmental health; Sociology","score_opus":0.15796167042592213,"score_gpt":0.4797443921241596,"score_spread":0.32178272169823746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130039259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776479,0.0028296793,0.00014890423,0.017462952,0.00054812816,0.00008946616,0.0000060051684,0.0000067879982,0.0012601824],"genre_scores_gemma":[0.9927436,0.0006376564,0.00072967843,0.0048479633,0.00071874185,0.0000044844614,0.0000021376661,0.000008145553,0.00030759303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971933,0.0013460163,0.0008602012,0.00008817148,0.000026498465,0.00048581354],"domain_scores_gemma":[0.9928476,0.005675735,0.0011305375,0.00008568627,0.000029188051,0.00023122394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027365445,0.00009855791,0.00070239225,0.00013262172,0.00015702822,7.8815054e-7,0.00008384105,0.000053842337,0.00036079646],"category_scores_gemma":[0.0017264544,0.00007498822,0.000060396524,0.000071139206,0.0003163018,0.00010805348,0.000049712282,0.0004331525,0.000039439732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037981798,0.000011988798,0.9548346,0.0000036581123,0.00004097722,0.0000011208001,0.0008316868,0.000004772505,0.000007929807,0.005779708,0.036322095,0.002123488],"study_design_scores_gemma":[0.0003829064,0.00016324501,0.9650715,0.00005336801,0.000019893696,0.000015053405,0.0024576134,0.0000022984232,0.0000014657005,0.0068446584,0.02491925,0.00006874531],"about_ca_topic_score_codex":0.0029162746,"about_ca_topic_score_gemma":0.0010254394,"teacher_disagreement_score":0.015095705,"about_ca_system_score_codex":0.00010414357,"about_ca_system_score_gemma":0.00014309002,"threshold_uncertainty_score":0.4408554},"labels":[],"label_agreement":null},{"id":"W2130249229","doi":"10.29310/wp.2013.08","title":"The incidence and persistence of cyclical job loss in New Zealand","year":2013,"lang":"en","type":"report","venue":"Motu working paper","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Business, Innovation and Employment; University of Waikato","keywords":"Quarter (Canadian coin); Unemployment; Earnings; Turnover; Wage growth; Labour economics; Market liquidity; Wage; Economics; Demographic economics; Job loss; Business cycle; Financial crisis; Monetary economics; Geography; Finance; Economic growth","score_opus":0.0955581686787627,"score_gpt":0.38665836286754196,"score_spread":0.29110019418877925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130249229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5830681,0.040683918,0.0000060709685,0.03893166,0.005021373,0.0027753923,0.000012810156,0.00013583881,0.3293649],"genre_scores_gemma":[0.7045095,0.03219148,0.000059951693,0.00049733766,0.0011570103,0.0001256929,0.000007964365,0.000057282672,0.2613938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975989,0.00023316265,0.0007318748,0.00035179837,0.0005594072,0.00052488147],"domain_scores_gemma":[0.9977202,0.001238597,0.000401513,0.00038180777,0.00016072358,0.0000971708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010732332,0.00024795884,0.0005458465,0.0000728373,0.0005791908,0.000017143755,0.00026678774,0.00039087635,0.00014483112],"category_scores_gemma":[0.00058132247,0.00015592635,0.00008811698,0.00016685943,0.00021907013,0.000053197127,0.00042905787,0.0010391729,0.00003497388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014942342,0.000007258976,0.8955347,0.0001299185,0.000041893927,0.00000768482,0.0024200024,2.3999849e-7,0.000007693046,0.00009605667,0.0904521,0.011287527],"study_design_scores_gemma":[0.00017143559,0.000017362645,0.5118174,0.0016907038,0.000025884356,0.0000026117818,0.0003775444,8.167228e-7,3.707773e-7,0.00033676642,0.48544377,0.00011534937],"about_ca_topic_score_codex":0.007989743,"about_ca_topic_score_gemma":0.010468588,"teacher_disagreement_score":0.39499167,"about_ca_system_score_codex":0.00016152389,"about_ca_system_score_gemma":0.00069131196,"threshold_uncertainty_score":0.99861616},"labels":[],"label_agreement":null},{"id":"W2130633903","doi":"10.1037/a0016847","title":"Disentangling the indirect links between socioeconomic status and health: The dynamic roles of work stressors and personal control.","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stressor; Psychosocial; Psychology; Socioeconomic status; Feeling; Structural equation modeling; Social psychology; Sense of control; Control (management); Developmental psychology; Perspective (graphical); Clinical psychology; Medicine; Environmental health; Population; Psychiatry","score_opus":0.0415471958194604,"score_gpt":0.41035904202378953,"score_spread":0.36881184620432916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130633903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9208434,0.004472189,0.000020300877,0.07338149,0.00017995927,0.00030831815,0.000015156748,0.00000632472,0.0007728079],"genre_scores_gemma":[0.9930618,0.0021712922,0.000042085896,0.0043702675,0.0003127177,0.000006513888,0.0000016915557,0.0000094257575,0.000024206332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858147,0.00020978891,0.0006386382,0.00012777899,0.00010597901,0.00033632724],"domain_scores_gemma":[0.99824786,0.00068127416,0.00084285566,0.000099722114,0.000043592452,0.00008470701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011424745,0.0001236193,0.0004711457,0.000073337855,0.0005695082,0.0000068485115,0.0001298726,0.00015006667,0.000023100923],"category_scores_gemma":[0.000010044718,0.00006745343,0.000059714042,0.000055449804,0.00022217119,0.000028206587,0.000030238998,0.0009953039,0.000002187127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005662557,0.00004162903,0.89467764,0.00002815786,0.00031457425,0.0000011983157,0.025079198,0.0000048615334,0.000021461343,0.00070484035,0.003800498,0.07475968],"study_design_scores_gemma":[0.0023102781,0.00024733588,0.98145586,0.000063850704,0.00007213355,0.0000023288214,0.007800282,0.000006196433,0.0000010670726,0.005020772,0.002954754,0.00006511837],"about_ca_topic_score_codex":0.000005247703,"about_ca_topic_score_gemma":0.000047077385,"teacher_disagreement_score":0.08677823,"about_ca_system_score_codex":0.000047689176,"about_ca_system_score_gemma":0.00006333287,"threshold_uncertainty_score":0.4380254},"labels":[],"label_agreement":null},{"id":"W2130809953","doi":"10.1177/0020764011408651","title":"Employment status, inflation and suicidal behaviour: An analysis of a stratified sample in Italy","year":2011,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Demography; Suicide prevention; Medicine; Inflation (cosmology); Poison control; Injury prevention; Occupational safety and health; Psychiatry; Sample (material); Psychology; Environmental health; Economics; Geography; Sociology; Economic growth","score_opus":0.0654379399565659,"score_gpt":0.4225404292100805,"score_spread":0.3571024892535146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130809953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966184,0.00008899136,0.00015787687,0.0010816156,0.0009740417,0.0001075295,0.00008692078,0.0000063619036,0.00087830075],"genre_scores_gemma":[0.9985728,0.00004251359,0.0008303286,0.00016096616,0.00031796086,0.000004691989,0.00002964159,0.000008384994,0.00003267408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832916,0.00015018933,0.0008567993,0.000103187165,0.0003920697,0.00016861713],"domain_scores_gemma":[0.99861985,0.0000887442,0.0007300799,0.00005434425,0.00044320515,0.00006379299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046939732,0.00009389083,0.0002970565,0.0005191759,0.00012140461,0.000008037809,0.00015269162,0.00009046405,0.00030741774],"category_scores_gemma":[0.000051889758,0.00008480812,0.000120279576,0.0002109762,0.00005682773,0.00026464363,0.000046002027,0.00025393185,9.2672985e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027349233,0.00023528645,0.97080535,0.0000076173305,0.0006670349,0.0000020218283,0.018134689,0.000005878623,0.000041073443,0.009141281,0.00015576724,0.0005304925],"study_design_scores_gemma":[0.000905635,0.00014477044,0.98423946,0.000032379317,0.00025121102,3.966597e-7,0.010141877,0.000019366304,0.000005864067,0.004106851,0.000081141436,0.00007107205],"about_ca_topic_score_codex":0.003265062,"about_ca_topic_score_gemma":0.012490372,"teacher_disagreement_score":0.013434069,"about_ca_system_score_codex":0.00010323799,"about_ca_system_score_gemma":0.00018105636,"threshold_uncertainty_score":0.6969921},"labels":[],"label_agreement":null},{"id":"W2131284184","doi":"10.1177/095001702762217461","title":"Unemployed Professionals, Stigma Management and Derivative Stigmata","year":2002,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Stigmata; Stigma (botany); Psychology; Medicine; Psychiatry; Geography","score_opus":0.05715904529672303,"score_gpt":0.3526281953916054,"score_spread":0.2954691500948824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131284184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949582,0.0069608395,0.00021528408,0.020817796,0.0006935748,0.0022957681,0.000028837354,0.00040812136,0.018997824],"genre_scores_gemma":[0.8717566,0.007059883,0.002300625,0.006771928,0.00038837537,0.0007129755,0.000039281258,0.00007732366,0.11089299],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978754,0.00019883107,0.00044994813,0.0004902599,0.00034560665,0.00063997315],"domain_scores_gemma":[0.9990321,0.00029514436,0.00015733221,0.00025953227,0.00007320031,0.00018269666],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00039367235,0.00031211338,0.00036944388,0.000042487492,0.0023753594,0.000023239445,0.00013172114,0.00024088696,0.00062979694],"category_scores_gemma":[0.000019398472,0.00024817794,0.000094164505,0.0002836262,0.00022001115,0.00014185603,0.0005814373,0.0005641171,0.000076861514],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002540466,0.00014908919,0.43402368,0.0002551747,0.00035921548,0.000005158738,0.02819076,4.0652253e-7,0.0000075462012,0.0069520473,0.5245451,0.0054864576],"study_design_scores_gemma":[0.0029731207,0.0001230963,0.72957736,0.0009567902,0.00017353869,8.861737e-7,0.023488203,0.0000704249,0.0000084060575,0.0022565902,0.23970191,0.0006696542],"about_ca_topic_score_codex":0.000033515003,"about_ca_topic_score_gemma":0.000012811515,"teacher_disagreement_score":0.29555368,"about_ca_system_score_codex":0.000080582235,"about_ca_system_score_gemma":0.000011372445,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2131450831","doi":"10.1111/j.1467-8543.2007.00647.x","title":"Workers, Workplaces and Working Hours","year":2007,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sorting; Variation (astronomy); Demographic economics; Working hours; Business; Variance (accounting); Labour economics; Work (physics); Private sector; Economics; Accounting; Economic growth; Geography; Engineering; Mathematics","score_opus":0.09713244468912437,"score_gpt":0.37846581771858806,"score_spread":0.2813333730294637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131450831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673082,0.004521677,0.0005838308,0.0030775236,0.0020750999,0.00027311433,0.0000050174385,0.000029391073,0.022126121],"genre_scores_gemma":[0.9932945,0.0005019262,0.00041271927,0.00012050556,0.0022897115,0.0000026425175,0.0000029842938,0.000015745489,0.00335928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838376,0.00018335383,0.000766101,0.000092426,0.00025061044,0.00032371914],"domain_scores_gemma":[0.99788743,0.0011830456,0.00053533143,0.000054160428,0.00018621604,0.00015380172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021685145,0.00008608846,0.00023040104,0.00015218815,0.0010657936,0.000032066993,0.00009117695,0.00026086468,0.00022258959],"category_scores_gemma":[0.0010233881,0.00008984362,0.000068691974,0.0002582027,0.00007873057,0.00018940907,0.00005566803,0.0013485232,0.000013578981],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075904296,0.000018251225,0.8406281,0.0000017582589,0.000065188106,0.0000672603,0.0005796825,0.000008255759,0.0000026251992,0.0002574426,0.06682341,0.09147211],"study_design_scores_gemma":[0.0041031516,0.00013814193,0.8410474,0.0044602687,0.00015880937,0.00022976419,0.012282576,0.0000017023706,0.0000041817875,0.0015932124,0.13573499,0.00024580234],"about_ca_topic_score_codex":0.0001462644,"about_ca_topic_score_gemma":0.00045309876,"teacher_disagreement_score":0.09122631,"about_ca_system_score_codex":0.00009328095,"about_ca_system_score_gemma":0.0001706137,"threshold_uncertainty_score":0.8197331},"labels":[],"label_agreement":null},{"id":"W2132342420","doi":"10.1111/j.0020-2754.2004.00139.x","title":"From flexibility to accommodation? Disabled people and the reinvention of paid work","year":2004,"lang":"en","type":"article","venue":"Transactions of the Institute of British Geographers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Accommodation; Scholarship; Flexibility (engineering); Sociology; Work (physics); Disabled people; Identity (music); Gender studies; Public relations; Aesthetics; Psychology; Political science; Management; Law; Economics; Engineering","score_opus":0.024917349050321533,"score_gpt":0.31987691931520024,"score_spread":0.2949595702648787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132342420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853511,0.00024809453,0.0062942584,0.005578846,0.0006474536,0.00094804884,0.00017612366,0.000026649055,0.00072941533],"genre_scores_gemma":[0.99849814,0.00020922917,0.0009435192,0.00008077369,0.000027217666,0.00008199445,0.000009039012,0.00000806367,0.00014199721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987822,0.00015268024,0.00053304527,0.00016621182,0.00021243613,0.00015342013],"domain_scores_gemma":[0.99905944,0.00015332497,0.00022646876,0.0003713673,0.00014909921,0.000040328992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004178738,0.00008978269,0.00031072673,0.000048954917,0.00050440227,0.0000050492645,0.0002360158,0.00007132548,0.00007850828],"category_scores_gemma":[0.00005865959,0.00007212075,0.0002111556,0.000614829,0.0006225347,0.00017440491,0.000037027337,0.00018904424,0.0000016192714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039038188,0.002165791,0.79877687,0.0017926864,0.003047238,0.0000019069173,0.059289362,0.04674627,0.0014904534,0.011374326,0.004581393,0.0668299],"study_design_scores_gemma":[0.0059069037,0.000083667655,0.9483134,0.0017668236,0.00042129614,0.0000010211554,0.0073936256,0.0000090423255,0.00035402764,0.034716945,0.00084184075,0.00019139062],"about_ca_topic_score_codex":0.068404414,"about_ca_topic_score_gemma":0.039224487,"teacher_disagreement_score":0.14953656,"about_ca_system_score_codex":0.00002420913,"about_ca_system_score_gemma":0.00005932203,"threshold_uncertainty_score":0.9783072},"labels":[],"label_agreement":null},{"id":"W2132378611","doi":"10.1017/s0714980810000814","title":"Poverty Variations among the Elderly: The Roles of Income Security Policies and Family Co-Residence","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Residence; Humanities; Political science; Poverty; Ethnology; Sociology; Demography; Art","score_opus":0.026715434734747988,"score_gpt":0.2822903327500331,"score_spread":0.25557489801528516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132378611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8676602,0.010231621,0.00003484316,0.11078164,0.0020271756,0.0006903151,0.00032466126,0.0000122824995,0.00823723],"genre_scores_gemma":[0.9905803,0.0028872243,0.000026563599,0.0035705639,0.00060799555,0.000043099542,0.00000630987,0.00004279861,0.0022351386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605423,0.0013284016,0.0008800005,0.0003096019,0.00018306306,0.0012447014],"domain_scores_gemma":[0.9962767,0.0009251242,0.00064771064,0.000518498,0.00041244534,0.001219561],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002699521,0.00037535568,0.00047162015,0.0003291917,0.003721802,0.00011786348,0.0006632256,0.00020120824,0.00048211758],"category_scores_gemma":[0.00059599336,0.00025451946,0.00015625673,0.0003877593,0.0008645585,0.0002435056,0.00009173191,0.0013976574,0.000014312416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002189914,0.000051177845,0.46646374,0.0003000945,0.00044970587,0.00026342444,0.31848338,0.00003434642,0.000011725175,0.15204975,0.055652417,0.0062183267],"study_design_scores_gemma":[0.0004514708,0.00032287385,0.75306696,0.0025976186,0.00023139085,0.000090097965,0.038508814,0.00008848918,0.00000952233,0.007165059,0.1971287,0.00033901754],"about_ca_topic_score_codex":0.46038395,"about_ca_topic_score_gemma":0.9413,"teacher_disagreement_score":0.480916,"about_ca_system_score_codex":0.0008157653,"about_ca_system_score_gemma":0.001129835,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W2132513213","doi":"10.7202/039390ar","title":"Reconfiguration de l’Estado de Bienestar et discriminations en quartier stigmatisé","year":2010,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02694590083870495,"score_gpt":0.33783807251724507,"score_spread":0.3108921716785401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132513213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7583073,0.0011900507,0.003738492,0.20220947,0.0035084456,0.00076029525,0.00040646677,0.00017167094,0.029707814],"genre_scores_gemma":[0.9239878,0.0007342296,0.0022444415,0.0021154704,0.0007686773,0.00005130089,0.00019298651,0.000039006223,0.06986608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754614,0.00081123336,0.00037140356,0.00030433858,0.00023543874,0.00073145557],"domain_scores_gemma":[0.99822885,0.00075801136,0.00019245413,0.0003048026,0.0002518844,0.0002640233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012440614,0.00024923735,0.00026479896,0.00016068952,0.0012151047,0.000038487713,0.00023247633,0.00040941456,0.0032770762],"category_scores_gemma":[0.0007228141,0.00025868075,0.00010874412,0.00024091608,0.00019180514,0.00045371358,0.0001852861,0.0010243594,0.00046415156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006811599,0.00039086488,0.3088482,0.0004890213,0.00017488717,0.000051089348,0.24943233,0.000027433005,0.0028858148,0.23963894,0.18254216,0.015451145],"study_design_scores_gemma":[0.001103249,0.00016214406,0.7173877,0.00031296062,0.00030930113,0.000008401985,0.013650275,0.0005810452,0.00021820459,0.0066749463,0.25919333,0.00039845996],"about_ca_topic_score_codex":0.0032768291,"about_ca_topic_score_gemma":0.007527356,"teacher_disagreement_score":0.4085395,"about_ca_system_score_codex":0.00029418973,"about_ca_system_score_gemma":0.00032039566,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W2132822083","doi":"10.7202/1031484ar","title":"Lost in the Ocean of Deregulation?","year":2015,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Austerity; Militant; Deregulation; Grassroots; Creditor; Context (archaeology); Mainstream; Political economy; Population; Financial crisis; Politics; Economics; Political science; Market economy; Sociology; Finance; Law; Debt","score_opus":0.13264489302040258,"score_gpt":0.39944923083419176,"score_spread":0.2668043378137892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132822083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8498972,0.00031806208,0.00007349187,0.01989631,0.00016933566,0.00046408366,0.000009489095,0.000020698713,0.12915133],"genre_scores_gemma":[0.9933537,0.000012926357,0.00004859735,0.00014562637,0.000100698555,0.000010852264,0.000015044636,0.000005910172,0.006306603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990142,0.00026689837,0.00032578912,0.000078281,0.00017142463,0.00014340627],"domain_scores_gemma":[0.9990372,0.0005319392,0.00011396143,0.00017264749,0.00011693561,0.000027290864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058990484,0.00006116937,0.00010240012,0.00009019068,0.00023588714,0.000002405289,0.000107683656,0.00013959996,0.0001317885],"category_scores_gemma":[0.0003645948,0.000041201136,0.000021314276,0.00040536997,0.00006082737,0.00007209538,0.00004159893,0.0003444374,0.00013190045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006329222,0.000031762167,0.84817123,0.0000017132091,0.000009226169,5.1253016e-7,0.011525051,0.0001439068,0.0000010025207,0.023576997,0.116084136,0.00044811252],"study_design_scores_gemma":[0.0012035338,0.000060933482,0.6602295,0.00013350496,0.000032378375,7.366956e-7,0.065656975,0.0001367968,0.000012751916,0.011203214,0.2612024,0.0001272864],"about_ca_topic_score_codex":0.00018369204,"about_ca_topic_score_gemma":0.0001249359,"teacher_disagreement_score":0.18794174,"about_ca_system_score_codex":0.00004577504,"about_ca_system_score_gemma":0.00017890715,"threshold_uncertainty_score":0.1814277},"labels":[],"label_agreement":null},{"id":"W2133086138","doi":"10.18740/s4j016","title":"The Pacification of the American Working Class: A Time Series Analysis","year":2013,"lang":"en","type":"article","venue":"Socialist studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credence; Operationalization; Politics; Economics; Political science; Industrial relations; Political economy; Sociology; Law","score_opus":0.0696376666520163,"score_gpt":0.41987374146587403,"score_spread":0.3502360748138577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133086138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6253912,0.0034144472,0.000010179286,0.3449017,0.00077602884,0.0012377858,0.000019959723,0.00012852467,0.024120165],"genre_scores_gemma":[0.9833359,0.0014819881,0.000021302716,0.0008858323,0.0002484668,0.0003938479,0.0000028305046,0.00001080534,0.013619008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984756,0.00049892877,0.0003771566,0.00013661914,0.00022416675,0.00028750647],"domain_scores_gemma":[0.99771184,0.0010686917,0.00056821643,0.00026934186,0.00036442184,0.000017466084],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043866242,0.00011538756,0.00038917913,0.000035550598,0.004209866,0.00001256619,0.00019563008,0.000030704683,0.000030439407],"category_scores_gemma":[0.0005085388,0.00005746763,0.00018775713,0.0008751096,0.0010116148,0.000055422217,0.00025308388,0.00016288682,0.0000617578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013851678,0.000013891416,0.87443006,0.000025739992,0.0024579335,5.3075897e-8,0.025617523,7.9400337e-7,0.000055413304,0.010323671,0.08495653,0.00210455],"study_design_scores_gemma":[0.000087874374,0.000018847539,0.85552275,0.000038251004,0.00042442462,1.2787683e-8,0.102897264,0.0000031487875,0.000010030854,0.007958263,0.03294748,0.00009167985],"about_ca_topic_score_codex":0.0008630386,"about_ca_topic_score_gemma":0.0018123914,"teacher_disagreement_score":0.3579447,"about_ca_system_score_codex":0.00009630412,"about_ca_system_score_gemma":0.000038461498,"threshold_uncertainty_score":0.9970865},"labels":[],"label_agreement":null},{"id":"W2133132855","doi":"10.7202/031549ar","title":"Va te faire soigner, ton usine est malade : la place de l’hystérie de masse dans la problématique de la santé des femmes au travail","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université de Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.018283474002463315,"score_gpt":0.3451374105222376,"score_spread":0.3268539365197743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133132855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91552955,0.007734895,0.0007011026,0.010448096,0.0003200674,0.0011834054,0.00022602615,0.00029210467,0.06356474],"genre_scores_gemma":[0.95907825,0.0011552349,0.001377719,0.0006443653,0.0009377525,0.0004075431,0.00007467087,0.00018057936,0.036143877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914361,0.004261535,0.0009952873,0.00069272734,0.00042314138,0.002191174],"domain_scores_gemma":[0.99605775,0.0024920793,0.00043007047,0.0005081506,0.00009010527,0.00042185074],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026743526,0.00079246477,0.000773811,0.0001676426,0.002465768,0.00010055209,0.00047277586,0.0008480841,0.00056612183],"category_scores_gemma":[0.00023144622,0.0007745662,0.0002770092,0.00042006926,0.0018001361,0.00040469007,0.00037263677,0.0011755017,0.00016382299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023778976,0.001346226,0.7731734,0.002357349,0.00028298542,0.00043085418,0.15705957,0.000102208636,0.00917741,0.0074409414,0.026914163,0.02147712],"study_design_scores_gemma":[0.003657102,0.00032960784,0.8191928,0.0028634758,0.00050419586,0.00028456256,0.093679674,0.00025737684,0.0066294386,0.0028302148,0.06867423,0.0010973075],"about_ca_topic_score_codex":0.5038675,"about_ca_topic_score_gemma":0.74876297,"teacher_disagreement_score":0.24489546,"about_ca_system_score_codex":0.0064442973,"about_ca_system_score_gemma":0.0064925225,"threshold_uncertainty_score":0.99947053},"labels":[],"label_agreement":null},{"id":"W2133202022","doi":"10.1177/016059760903300109","title":"Reducing Social and Health Inequalities Requires Building Social and Political Movements","year":2009,"lang":"en","type":"article","venue":"Humanity & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Viewpoints; Politics; Inequality; Social inequality; Public health; Social determinants of health; Equity (law); Social movement; Social policy; Political economy; Health policy; Sociology; Health equity; Public policy; Political science; Public economics; Economics; Economic growth; Health care; Medicine; Market economy","score_opus":0.2330584049578537,"score_gpt":0.48611894953160606,"score_spread":0.2530605445737524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133202022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964831,0.00053570623,0.000037714406,0.028171279,0.0001607635,0.00036486847,0.000029704244,0.00015434303,0.0057146023],"genre_scores_gemma":[0.9845367,0.00017789747,0.00018622713,0.012831461,0.0013797774,0.000018941944,0.000015954247,0.000017009548,0.0008359995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997927,0.00025440473,0.00045683896,0.00029452334,0.00025053046,0.00081667316],"domain_scores_gemma":[0.9994242,0.00011977977,0.00017156114,0.000080161895,0.000081618695,0.00012263411],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00096036086,0.00019004471,0.00037840244,0.0000254546,0.0060681817,0.000036558642,0.000074611264,0.00015425037,0.000043559437],"category_scores_gemma":[0.000033780292,0.00018410609,0.000097198186,0.00006745317,0.00023730249,0.00016808967,0.00019189823,0.0004874401,0.000002659878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018923727,0.00009979983,0.042882476,0.00056800956,0.00010777041,9.761555e-7,0.26252633,2.8463663e-8,0.00025121603,0.6211036,0.06982003,0.0026208449],"study_design_scores_gemma":[0.0013719723,0.0002009245,0.8204538,0.00020099372,0.0000345356,5.8624045e-7,0.11453246,0.0000103015545,0.000013102687,0.055164367,0.0076673673,0.00034953494],"about_ca_topic_score_codex":0.0021744797,"about_ca_topic_score_gemma":0.00023541058,"teacher_disagreement_score":0.7775714,"about_ca_system_score_codex":0.00031096023,"about_ca_system_score_gemma":0.00011335012,"threshold_uncertainty_score":0.9952258},"labels":[],"label_agreement":null},{"id":"W2133405898","doi":"10.1111/1467-6486.00300","title":"Work Relationships in Telephone Call Centres: Understanding Emotional Exhaustion and Employee Withdrawal","year":2002,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emotional exhaustion; Call centre; Telephone call; Burnout; LISREL; Emotional labor; Psychology; Workload; Discretion; Interpersonal communication; Work (physics); Job satisfaction; Variety (cybernetics); Social psychology; Applied psychology; Clinical psychology; Structural equation modeling; Telecommunications; Management; Engineering; Political science; Computer science","score_opus":0.19313895068839537,"score_gpt":0.37921365904658044,"score_spread":0.18607470835818507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133405898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95182985,0.010181187,0.0009356774,0.02373589,0.0012261199,0.000691682,0.0000035592207,0.000045151723,0.011350861],"genre_scores_gemma":[0.98406595,0.009347096,0.00040152215,0.00019148336,0.00024151217,0.00001380178,8.912458e-7,0.000012788574,0.005724971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982855,0.0002549218,0.0006860979,0.00013851181,0.00034333457,0.0002916907],"domain_scores_gemma":[0.99894214,0.00045208572,0.00035708267,0.00007907393,0.0001159481,0.00005366528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009067269,0.00014320292,0.0003198052,0.0003446907,0.00085384806,0.000010382739,0.00007423611,0.00005449205,0.0000836076],"category_scores_gemma":[0.00017091513,0.0001122305,0.000048811275,0.0003166567,0.00009203162,0.00019332283,0.00016586593,0.00046536498,0.000026126752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007119124,0.00006492777,0.89693725,0.0001952971,0.00038751343,0.000046606074,0.010732357,0.00005440734,5.8892135e-7,0.0035825844,0.087440796,0.00048649716],"study_design_scores_gemma":[0.0022161761,0.00009826216,0.9096202,0.0016558992,0.0001344438,0.0000032111182,0.07600065,0.0000109217945,2.6601e-7,0.0058772685,0.004225684,0.00015701195],"about_ca_topic_score_codex":0.000008206983,"about_ca_topic_score_gemma":0.00015956527,"teacher_disagreement_score":0.08321512,"about_ca_system_score_codex":0.0004209522,"about_ca_system_score_gemma":0.0000063833736,"threshold_uncertainty_score":0.6567195},"labels":[],"label_agreement":null},{"id":"W2133539909","doi":"10.1002/ajim.20900","title":"Statement on national worklife priorities","year":2010,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Statement (logic); Environmental health","score_opus":0.13489109609189331,"score_gpt":0.4628482975579745,"score_spread":0.3279572014660812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133539909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89967597,0.00004629712,0.000020182417,0.08019916,0.0057566026,0.00022801335,0.0000069998528,0.000016777907,0.014050008],"genre_scores_gemma":[0.98420036,0.00009088565,0.00009457731,0.003456333,0.011405805,0.000009489006,0.0000022031177,0.000013988485,0.00072634977],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976707,0.0002395692,0.00091086765,0.00009430581,0.00081588543,0.0002686767],"domain_scores_gemma":[0.9969845,0.0011510487,0.0010179009,0.000092357564,0.0005803233,0.00017391166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019407147,0.00012733188,0.00044257057,0.00021996016,0.00029531974,0.0000030182284,0.00016430834,0.00006861663,0.0008655315],"category_scores_gemma":[0.002393252,0.00008011925,0.000051370866,0.0002487634,0.00041520534,0.000069459515,0.000034279412,0.0015556554,0.000025691525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011131252,0.00010212012,0.2518286,0.0000069813273,0.0002584683,0.000025905387,0.0048939795,0.000003902515,0.0005435883,0.0070184655,0.5561786,0.1780262],"study_design_scores_gemma":[0.012612827,0.011177374,0.034349754,0.0030248454,0.00015125683,0.000022646955,0.03474109,0.0000027698,0.00009454401,0.0017238302,0.9017176,0.00038146327],"about_ca_topic_score_codex":0.00015657945,"about_ca_topic_score_gemma":0.0000400909,"teacher_disagreement_score":0.34553894,"about_ca_system_score_codex":0.00011630801,"about_ca_system_score_gemma":0.0005226738,"threshold_uncertainty_score":0.9476963},"labels":[],"label_agreement":null},{"id":"W2133856732","doi":"10.1016/j.comppsych.2007.06.002","title":"Case-control study of unemployment and parasuicide","year":2007,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Parasuicide; Odds ratio; Confidence interval; Medicine; Confounding; Logistic regression; Unemployment; Demography; Suicide attempt; Psychiatry; Poison control; Conditional logistic regression; Injury prevention; Psychology; Environmental health; Internal medicine","score_opus":0.06210316553057447,"score_gpt":0.40159848804759984,"score_spread":0.33949532251702536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133856732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912875,0.0019385074,0.00021634111,0.001047503,0.0016899128,0.0015417428,0.000017237911,0.00007528411,0.0021859193],"genre_scores_gemma":[0.9978402,0.000025449614,0.00021827797,0.0013055359,0.00029691285,0.0000481343,0.0000012114973,0.000024297724,0.00023993896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811554,0.00025390682,0.0006827823,0.00030060357,0.00020304954,0.00044411156],"domain_scores_gemma":[0.99836105,0.00067569857,0.0002607247,0.00032503466,0.00025888556,0.00011859918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037450535,0.00020501907,0.0004347476,0.00012781403,0.0006360764,0.0000032283713,0.00009345643,0.0000927639,0.000088872854],"category_scores_gemma":[0.000027490816,0.0001725318,0.000054022577,0.00016272323,0.000082575876,0.000044938904,0.000121751946,0.00031340838,0.000023451272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019929612,0.0003295305,0.98797387,0.000121757075,0.00022305104,0.000088493056,0.0046427273,0.000003554328,0.00006839888,0.0011981237,0.0038544526,0.0012967238],"study_design_scores_gemma":[0.0044673583,0.000678781,0.941551,0.00007699617,0.00014719923,0.0000370544,0.05008819,0.000007550572,0.000003877642,0.0009917159,0.0017651003,0.00018516665],"about_ca_topic_score_codex":0.00040703328,"about_ca_topic_score_gemma":0.0018895683,"teacher_disagreement_score":0.04642288,"about_ca_system_score_codex":0.000028448902,"about_ca_system_score_gemma":0.000044365355,"threshold_uncertainty_score":0.7035643},"labels":[],"label_agreement":null},{"id":"W2134837654","doi":"10.1186/1471-2458-12-286","title":"Hierarchical cluster analysis of labour market regulations and population health: a taxonomy of low- and middle-income countries","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Population; Public health; Social determinants of health; Life expectancy; Medicine; Demographic economics; Economics; Environmental health","score_opus":0.09026959247427829,"score_gpt":0.38532877846104996,"score_spread":0.29505918598677167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134837654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591982,0.001719687,0.0009932349,0.0360912,0.00015092811,0.0011338606,0.0002767207,0.000040980045,0.00039523514],"genre_scores_gemma":[0.995121,0.00041565683,0.0017330842,0.0015712668,0.00012617839,0.00011216361,0.00009393176,0.000014096515,0.0008126056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654245,0.0011964772,0.0011135575,0.00021481178,0.00027213956,0.0006605431],"domain_scores_gemma":[0.99748653,0.0009127399,0.00074099953,0.0002655609,0.00018581362,0.00040833437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036146936,0.00014849275,0.00073546293,0.0005689601,0.0006810094,0.000009810245,0.00007061579,0.0001130787,0.0002063053],"category_scores_gemma":[0.0003048658,0.00012678564,0.00006580547,0.00072311965,0.00014314703,0.00029965275,0.00014023179,0.00020330116,0.0000012923819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037441747,0.000056409244,0.97112054,0.0029131223,0.00013988742,1.8879629e-8,0.0036053453,0.0000010687609,8.54887e-8,0.020654777,0.0010754557,0.0003958793],"study_design_scores_gemma":[0.00058013806,0.00006728332,0.9796547,0.00026984516,0.000040171402,3.6310777e-7,0.0009290195,0.00026428225,8.4913886e-8,0.00017185808,0.01793326,0.000088968794],"about_ca_topic_score_codex":0.003566997,"about_ca_topic_score_gemma":0.0042184074,"teacher_disagreement_score":0.035922866,"about_ca_system_score_codex":0.00016856122,"about_ca_system_score_gemma":0.00054353866,"threshold_uncertainty_score":0.5392256},"labels":[],"label_agreement":null},{"id":"W2135094284","doi":"","title":"Labour Market Seasonality in Canada: Trends and Policy Implications","year":2005,"lang":"en","type":"article","venue":"CSLS Research Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seasonality; Unemployment; Economics; Seasonal adjustment; Demographic economics; Labour economics; Economic growth; Variable (mathematics); Ecology","score_opus":0.1410138389243997,"score_gpt":0.51678937735802,"score_spread":0.3757755384336203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135094284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7320983,0.00057090604,8.586166e-7,0.116396084,0.00006118823,0.00033301755,0.000039228766,0.000025458108,0.150475],"genre_scores_gemma":[0.9524937,0.00034693294,0.000028006636,0.00055604044,0.00035444493,0.00028530054,0.000010688813,0.000013481308,0.045911364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971914,0.0005709457,0.00048538687,0.00033301028,0.00060911046,0.0008101436],"domain_scores_gemma":[0.9983286,0.00050047104,0.00009843428,0.00040602998,0.00042626853,0.00024016299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031165162,0.00010064521,0.00020330491,0.00022198436,0.00078968314,0.000010777699,0.0000948121,0.000067996916,0.0006669168],"category_scores_gemma":[0.001458266,0.00008767454,0.000020796491,0.000828524,0.000093480216,0.000096561496,0.0002915519,0.00060210074,0.00000829353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009232849,0.000020568265,0.7965094,0.000038297912,0.000010782442,0.000047522364,0.00032447683,3.2193947e-7,0.000014565214,0.0028092663,0.17883448,0.021381069],"study_design_scores_gemma":[0.00010918133,0.0000062635518,0.6710072,0.000028261145,0.0000011466502,0.0000064165347,0.00031127565,0.0000043468467,0.0000028267978,0.0011827609,0.32728758,0.000052713884],"about_ca_topic_score_codex":0.91323304,"about_ca_topic_score_gemma":0.9864146,"teacher_disagreement_score":0.22039548,"about_ca_system_score_codex":0.0018824486,"about_ca_system_score_gemma":0.0049867253,"threshold_uncertainty_score":0.88462365},"labels":[],"label_agreement":null},{"id":"W2135614571","doi":"10.1136/jech-2012-202260","title":"Economic conditions and health behaviours during the ‘Great Recession’","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Unemployment; Demography; Overweight; Recession; Metropolitan area; Behavioral Risk Factor Surveillance System; Population; Environmental health; Obesity; Population health; Body mass index; Consumption (sociology); Gerontology; Economics","score_opus":0.20436703518730018,"score_gpt":0.5100024511130115,"score_spread":0.3056354159257113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135614571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73826027,0.0029228055,0.000024537863,0.2571503,0.00061164954,0.00049123366,0.000024885172,0.000022113343,0.0004922035],"genre_scores_gemma":[0.9594358,0.008485766,0.00034759264,0.030649722,0.00040180035,0.000052212374,0.000016975451,0.000023120227,0.0005869713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98525935,0.011771412,0.0019854296,0.00013874217,0.000083435974,0.0007616383],"domain_scores_gemma":[0.9887128,0.0070000608,0.0031154354,0.00056034257,0.00017544655,0.0004359234],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013935143,0.00019140581,0.001044665,0.00015901464,0.006467044,0.00000650143,0.00040355948,0.00015172819,0.000482594],"category_scores_gemma":[0.0011972837,0.000118433534,0.0001242975,0.00007825926,0.00036450094,0.00022536337,0.00031219888,0.0031276827,0.000051985524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001518874,0.00004242274,0.8586907,0.000110640685,0.000054482163,4.1786865e-7,0.0025093018,0.0000068872064,0.0000020542134,0.0013907417,0.13577312,0.001404035],"study_design_scores_gemma":[0.00066890253,0.00037201526,0.9743402,0.0004481345,0.000014486783,0.000035406556,0.0063801003,0.000005947331,2.952876e-7,0.007876458,0.009777593,0.00008046945],"about_ca_topic_score_codex":0.04810742,"about_ca_topic_score_gemma":0.023123022,"teacher_disagreement_score":0.22650057,"about_ca_system_score_codex":0.0007918731,"about_ca_system_score_gemma":0.00066640496,"threshold_uncertainty_score":0.99917215},"labels":[],"label_agreement":null},{"id":"W2136071512","doi":"10.2190/hs.42.3.a","title":"Social Class, Politics, and the Spirit Level: Why Income Inequality Remains Unexplained and Unsolved","year":2012,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Toronto","funders":"","keywords":"Economic inequality; Politics; Inequality; Social inequality; Capitalism; Economics; Argument (complex analysis); Sociology; Development economics; Political economy; Political science; Law; Medicine","score_opus":0.09379471427594015,"score_gpt":0.4516666500531299,"score_spread":0.35787193577718973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136071512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76375145,0.0028866862,0.00007948646,0.23113438,0.0013165303,0.00023065288,0.000039093717,0.00001505934,0.000546642],"genre_scores_gemma":[0.978021,0.0007382786,0.00010936795,0.019102493,0.0018807626,0.000006940326,0.000007381194,0.000012430305,0.00012132187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972112,0.00080474815,0.0010155858,0.00009404364,0.00048557867,0.000388817],"domain_scores_gemma":[0.99746025,0.0007075427,0.001055712,0.000073665644,0.0005552127,0.00014763164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034153862,0.00013253138,0.0003901791,0.000119196484,0.0009266148,0.000026812993,0.00025370053,0.000081252256,0.000040523748],"category_scores_gemma":[0.00008400931,0.00008327153,0.00006120752,0.000064994456,0.00015075758,0.00035168603,0.00023537649,0.00041470438,0.000005043818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002967928,0.00006275083,0.8668246,0.00044081957,0.00023788153,0.0000023470413,0.03322339,2.578331e-7,0.000004966122,0.09469363,0.003321461,0.00089107954],"study_design_scores_gemma":[0.0036169193,0.00006710491,0.8927956,0.00043802973,0.000029925177,0.000016257229,0.01095166,0.000019410882,0.0000019476731,0.01136101,0.08060052,0.000101591206],"about_ca_topic_score_codex":0.0025136683,"about_ca_topic_score_gemma":0.0020510564,"teacher_disagreement_score":0.21426956,"about_ca_system_score_codex":0.00015611325,"about_ca_system_score_gemma":0.00015204385,"threshold_uncertainty_score":0.71268654},"labels":[],"label_agreement":null},{"id":"W2136640331","doi":"10.1080/10920277.2000.10595868","title":"“Social Security—Adequacy, Equity, and Progressiveness: A Review of Criteria Based on Experience In Canada and the United States”, Robert L. Brown, January 2000","year":2000,"lang":"en","type":"review","venue":"North American Actuarial Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Equity (law); Political science; Public economics; Business; Public administration; Economics; Law","score_opus":0.06823346093688888,"score_gpt":0.4449732341409613,"score_spread":0.3767397732040724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136640331","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003611851,0.989879,0.000002272127,0.0028215798,0.00040570635,0.0023327784,0.00023039067,0.000014607373,0.00070180115],"genre_scores_gemma":[0.0026306955,0.9921407,0.000012807519,0.0041437685,0.00054044876,0.00031720544,0.00014445026,0.00004510416,0.000024790039],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929023,0.0032797032,0.0018389822,0.00041181498,0.0008004004,0.00076679053],"domain_scores_gemma":[0.9956192,0.0015065942,0.0021384659,0.00027796137,0.0002125637,0.00024522052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010444687,0.00058341125,0.0030052965,0.00029386205,0.0008882419,0.000044387874,0.0005327083,0.00011356372,0.00032098693],"category_scores_gemma":[0.0003265647,0.00035568644,0.00021705746,0.0010441121,0.000826111,0.000100512276,0.0004125866,0.0018519099,0.0000017444553],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060971786,0.000069636284,0.005131483,0.026807973,0.00016227773,0.0000984275,0.004568003,9.878439e-7,5.1484164e-9,0.000011957087,0.014073906,0.94846565],"study_design_scores_gemma":[0.0017648999,0.00019350451,0.0016058673,0.06732952,0.00045526616,0.000027800972,0.0007249342,0.000025587451,1.4604106e-8,0.000043711796,0.9273939,0.00043496865],"about_ca_topic_score_codex":0.5728235,"about_ca_topic_score_gemma":0.46601507,"teacher_disagreement_score":0.94803065,"about_ca_system_score_codex":0.00073196314,"about_ca_system_score_gemma":0.0063403375,"threshold_uncertainty_score":0.9998895},"labels":[],"label_agreement":null},{"id":"W2136994373","doi":"10.7202/007923ar","title":"Commentaire sur le texte de Zygmunt Bauman","year":2003,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","score_opus":0.34480122997346785,"score_gpt":0.619403587662983,"score_spread":0.27460235768951513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136994373","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05963361,0.02201805,0.0005768687,0.7580033,0.027264755,0.000990235,0.0001092658,0.0003421347,0.13106176],"genre_scores_gemma":[0.8327928,0.04224816,0.0007559592,0.017681716,0.0004208093,0.00013822594,0.00004847314,0.000106422616,0.10580744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935873,0.0033078524,0.0006945265,0.000523764,0.000268318,0.0016182183],"domain_scores_gemma":[0.9972201,0.0016077915,0.00020697131,0.0005597833,0.00017511028,0.00023024298],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019108311,0.00046801634,0.00067945576,0.0000711636,0.0032726899,0.000034879602,0.00034644757,0.00075109495,0.038202986],"category_scores_gemma":[0.0010077232,0.00045744644,0.00027659256,0.00023617841,0.0019063212,0.00032093184,0.00037586893,0.001438325,0.0007526631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002059025,0.00072363205,0.06131923,0.00025091122,0.00022477967,0.000054183896,0.0060222126,0.0000028999386,0.000047323465,0.11398151,0.80560774,0.011744989],"study_design_scores_gemma":[0.0022060918,0.00035527593,0.011353134,0.0003221308,0.00012840683,0.000007737087,0.104913376,0.000012855053,0.00048892654,0.022627223,0.8570308,0.0005540296],"about_ca_topic_score_codex":0.0115841655,"about_ca_topic_score_gemma":0.0019056391,"teacher_disagreement_score":0.7731592,"about_ca_system_score_codex":0.00059934333,"about_ca_system_score_gemma":0.0009626022,"threshold_uncertainty_score":0.99978775},"labels":[],"label_agreement":null},{"id":"W2137022383","doi":"10.1136/oem.2010.055913","title":"Understanding changes over time in workers' compensation claim rates using time series analytical techniques","year":2011,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Workplace Safety and Insurance Board","keywords":"Estimator; Compensation (psychology); Econometrics; Unemployment; Business cycle; Moving average; Series (stratigraphy); Unemployment rate; Statistics; Economics; Mathematics; Demographic economics; Macroeconomics; Psychology","score_opus":0.19067495793213093,"score_gpt":0.3849447884333602,"score_spread":0.19426983050122928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137022383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915597,0.00013303693,0.0001774456,0.0018269814,0.00007717979,0.00036915418,0.000022772863,0.000041016414,0.005792742],"genre_scores_gemma":[0.9973084,0.00012388981,0.0002641246,0.00044344153,0.0001803153,0.000023027023,0.00013097798,0.000012133108,0.0015137212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999143,0.00008761969,0.00023166736,0.00016647983,0.00017981477,0.00019140003],"domain_scores_gemma":[0.9996706,0.00012568042,0.00008136805,0.00006344083,0.0000049641435,0.000053921056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024692746,0.00012369454,0.00020053584,0.000110292065,0.00030385115,0.000001911068,0.00003504257,0.000078483856,0.003106668],"category_scores_gemma":[0.00001870595,0.000095141964,0.000012797574,0.00007483651,0.00026240648,0.0001219108,0.00006992663,0.00013267454,0.000032266787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018146046,0.000033634493,0.993669,0.000020958396,0.000022060087,0.000003494751,0.001922288,4.0378092e-7,0.0014944609,0.0008777318,0.0015241201,0.00025043238],"study_design_scores_gemma":[0.00057970564,0.0001725469,0.9931228,0.00030414015,0.000034056473,0.0000021012588,0.002472755,0.0007973122,0.00006685886,0.0016122464,0.00070091017,0.00013455124],"about_ca_topic_score_codex":0.00020337873,"about_ca_topic_score_gemma":0.00007138378,"teacher_disagreement_score":0.005748699,"about_ca_system_score_codex":0.0002175307,"about_ca_system_score_gemma":0.000011261277,"threshold_uncertainty_score":0.99780464},"labels":[],"label_agreement":null},{"id":"W2137553387","doi":"10.1093/jeg/lbn029","title":"Agents of casualization? The temporary staffing industry and labour market restructuring in Australia","year":2008,"lang":"en","type":"article","venue":"Journal of Economic Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Staffing; Restructuring; Government (linguistics); Business; Labour economics; Market structure; Market economy; Economics; Industrial organization; Management; Finance","score_opus":0.07631766881776836,"score_gpt":0.38037144845247006,"score_spread":0.3040537796347017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137553387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997439,0.00030320417,9.716595e-7,0.00075155566,0.0003750326,0.00013401649,0.000010209023,0.0000032590353,0.000982725],"genre_scores_gemma":[0.9987767,0.0004953577,0.00004157569,0.00010011845,0.0001545255,0.0000028180264,6.1988845e-7,0.000007654807,0.00042065792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876755,0.00017932587,0.000722566,0.00008000192,0.00007463079,0.00017593599],"domain_scores_gemma":[0.99897933,0.00015794266,0.00066404534,0.00009542791,0.0000530935,0.000050174713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006447353,0.000087261906,0.00024586558,0.0002764995,0.00025504304,0.0000044494536,0.000119890596,0.000115667666,0.00027982358],"category_scores_gemma":[0.000036591842,0.00006300033,0.000064417334,0.00010663829,0.000090712,0.00016605174,0.0000701504,0.00051167014,0.0000012644849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035449008,0.0000112905855,0.99139965,0.000040933657,0.00006294647,0.0000113067435,0.0013600393,0.000048363243,0.000005153055,0.00016345123,0.006813091,0.000048340502],"study_design_scores_gemma":[0.00063730346,0.000039363887,0.9938532,0.00013603903,0.000011446962,0.000013620752,0.0020341834,0.0000057008924,0.000007952609,0.0010382483,0.0021665297,0.00005641286],"about_ca_topic_score_codex":0.0006470765,"about_ca_topic_score_gemma":0.00015500709,"teacher_disagreement_score":0.0046465616,"about_ca_system_score_codex":0.000032584776,"about_ca_system_score_gemma":0.000077675126,"threshold_uncertainty_score":0.30638722},"labels":[],"label_agreement":null},{"id":"W2137757784","doi":"10.1111/j.1540-5893.2010.00395.x","title":"Failure to Update: An Institutional Perspective on Noncompliance With the Family and Medical Leave Act","year":2010,"lang":"en","type":"article","venue":"Law & Society Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Quarter (Canadian coin); Psychology; Family Leave; Qualitative research; Social psychology; Sociology; Social science; Engineering; Work (physics)","score_opus":0.040148573559244,"score_gpt":0.41725434592695543,"score_spread":0.3771057723677114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137757784","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08039317,0.07292092,0.00007101517,0.79842246,0.00055303087,0.0032209188,0.00005415765,0.00018107636,0.044183232],"genre_scores_gemma":[0.26398367,0.28765014,0.0021737043,0.4426738,0.001601791,0.00084065576,0.00004001952,0.00005331962,0.0009829034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875975,0.00014168596,0.0001821817,0.0002797061,0.00037084144,0.0002658412],"domain_scores_gemma":[0.9991678,0.00015168147,0.000073149684,0.0002672303,0.00017779498,0.00016232695],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00065063755,0.00015493929,0.00028328577,9.546106e-7,0.0014782465,0.000010023343,0.00020456985,0.000104125014,0.00025902392],"category_scores_gemma":[0.00006310845,0.00007967353,0.000077111144,0.00013654015,0.00036258405,0.00009532797,0.00011955167,0.0009206475,0.00016521389],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002250699,0.00006611028,0.004878669,0.0008824945,0.00009371019,0.0000046203118,0.0030327258,1.4819602e-7,0.000017482516,0.7238722,0.2641134,0.0030159415],"study_design_scores_gemma":[0.00030685274,0.0000975115,0.018526068,0.0021296567,0.00004795014,0.0000039803217,0.001990271,0.0000018442504,7.146575e-7,0.00042710933,0.97633296,0.00013505807],"about_ca_topic_score_codex":0.0001541239,"about_ca_topic_score_gemma":0.0022312787,"teacher_disagreement_score":0.72344506,"about_ca_system_score_codex":0.00006464204,"about_ca_system_score_gemma":0.00018842152,"threshold_uncertainty_score":0.9998217},"labels":[],"label_agreement":null},{"id":"W2138617773","doi":"10.1186/1471-2458-1-15","title":"Effects of de-industrialization on unemployment, re-employment, and work conditions in a manufacturing workforce","year":2001,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Industrialisation; Psychosocial; Unemployment; Workforce; Medicine; Public health; Demographic economics; Labour economics; Environmental health; Economic growth; Economics; Nursing; Psychiatry","score_opus":0.11779805772852216,"score_gpt":0.417924210909891,"score_spread":0.30012615318136887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138617773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795211,0.00033947176,0.0008578242,0.013777788,0.00036450077,0.0018302855,0.000011013494,0.00012753365,0.0031704744],"genre_scores_gemma":[0.99414855,0.0007884069,0.00010257998,0.0021742922,0.00020802813,0.0003640029,0.000042849104,0.000034285007,0.0021370137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967733,0.0010326889,0.0007558324,0.00031876075,0.00024614934,0.00087324134],"domain_scores_gemma":[0.9978721,0.0011858118,0.00037956936,0.00023131023,0.000050353898,0.00028086075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001473002,0.0001999767,0.00042496668,0.0003644952,0.0005845451,0.000015570384,0.000118337426,0.00018081226,0.00008979319],"category_scores_gemma":[0.00046105037,0.00018405828,0.00004444065,0.0005520059,0.00006360738,0.00015271749,0.00009746692,0.0004171925,0.000016573902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079894664,0.0001948395,0.97689605,0.00036827562,0.000020502368,0.0000036366307,0.0029416173,0.000023166403,0.0000056000417,0.0062754774,0.008515849,0.004675066],"study_design_scores_gemma":[0.0035179842,0.00030249468,0.9343075,0.0014454507,0.000012006675,9.539505e-7,0.001204086,0.000020624402,0.000055566943,0.0010018225,0.05791296,0.00021851272],"about_ca_topic_score_codex":0.00089364155,"about_ca_topic_score_gemma":0.0010794525,"teacher_disagreement_score":0.04939711,"about_ca_system_score_codex":0.00053639506,"about_ca_system_score_gemma":0.000518644,"threshold_uncertainty_score":0.7505679},"labels":[],"label_agreement":null},{"id":"W2138768979","doi":"10.7202/018579ar","title":"The Logic of Contingent Work and Overwork","year":2008,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stalemate; Overwork; Work (physics); Institutional logic; Macro; Positive economics; Political science; Sociology; Economics; Computer science; Social science; Engineering; Law; Labour economics; Politics","score_opus":0.09955430481484974,"score_gpt":0.3607862912276168,"score_spread":0.26123198641276707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138768979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488028,0.0039266893,0.00008389478,0.01559976,0.0002786694,0.00039016295,0.000004712607,0.000043616936,0.03086967],"genre_scores_gemma":[0.97964156,0.0011639702,0.000049690196,0.0000837012,0.00009437924,0.000028247487,0.0000025475497,0.000006186475,0.018929742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924946,0.000116777686,0.00027898324,0.000084759464,0.00010066068,0.00016936481],"domain_scores_gemma":[0.9984426,0.0011686352,0.00014029529,0.0001320451,0.00008679232,0.000029650775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002198097,0.00006481863,0.0001089023,0.000027495746,0.00211859,0.0000022947154,0.000057929636,0.00013316935,0.00007577088],"category_scores_gemma":[0.00035068183,0.000041079616,0.000024555879,0.0002143931,0.00019746125,0.000031934305,0.00007902825,0.00033789972,0.00002671864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010542219,0.000010366895,0.9091486,0.0000012336405,0.000029291374,6.1565197e-7,0.0018056944,0.0000055431233,0.0000018167743,0.02552816,0.061388243,0.0020699266],"study_design_scores_gemma":[0.00031895918,0.000026157391,0.60966784,0.00007954781,0.00002043241,5.3647716e-7,0.0027536035,0.000003123674,0.000012049924,0.0015373807,0.38551065,0.00006971874],"about_ca_topic_score_codex":0.000031236003,"about_ca_topic_score_gemma":0.000014207792,"teacher_disagreement_score":0.3241224,"about_ca_system_score_codex":0.000019299736,"about_ca_system_score_gemma":0.00006841695,"threshold_uncertainty_score":0.9991805},"labels":[],"label_agreement":null},{"id":"W2138848187","doi":"10.7202/019097ar","title":"Trois réponses à la précarité subie","year":2008,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08411322496603844,"score_gpt":0.3518517958640388,"score_spread":0.26773857089800035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138848187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46064892,0.03958739,0.0005047717,0.21221133,0.0035485202,0.0013087787,0.00038027097,0.00038749143,0.28142253],"genre_scores_gemma":[0.5892618,0.007253901,0.00033053072,0.00037660025,0.0009972265,0.00009117019,0.00005918763,0.00005482418,0.4015748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964087,0.001246811,0.0007656478,0.00038821474,0.0004505835,0.0007400426],"domain_scores_gemma":[0.995706,0.0030266307,0.00025735918,0.00043118224,0.00035905288,0.00021973369],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070377864,0.00033948425,0.00041408668,0.00023181475,0.0032982512,0.000018579252,0.0002029734,0.0013957524,0.0035479742],"category_scores_gemma":[0.0016303994,0.00034469794,0.00017483739,0.0007655548,0.00077474484,0.0003053434,0.00020325207,0.0021480187,0.0021656635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026109952,0.0002220534,0.24948202,0.000016987917,0.0001736803,0.000068853486,0.010873247,0.000050072573,0.0000050141643,0.038289856,0.69343525,0.0073568383],"study_design_scores_gemma":[0.0008249174,0.00008750947,0.10846311,0.0004060886,0.00015411398,0.0000456185,0.0050999722,0.00004884365,0.000026616444,0.0012620849,0.88325226,0.0003288403],"about_ca_topic_score_codex":0.0018391665,"about_ca_topic_score_gemma":0.00031871235,"teacher_disagreement_score":0.21183473,"about_ca_system_score_codex":0.00030668534,"about_ca_system_score_gemma":0.0012053081,"threshold_uncertainty_score":0.99990064},"labels":[],"label_agreement":null},{"id":"W2139284912","doi":"10.1177/0950017010380644","title":"Working at McDonalds: some redeeming features of McJobs","year":2010,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Workforce; Business; Marketing; Work (physics); Service (business); Human resource management; Sample (material); Public relations; Management; Economics; Political science; Economic growth; Engineering","score_opus":0.03617173156416566,"score_gpt":0.35088443484445664,"score_spread":0.314712703280291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139284912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98231286,0.0017668145,0.0000059333215,0.004185931,0.0014781335,0.00042504809,0.000005387078,0.000121055615,0.009698857],"genre_scores_gemma":[0.95818,0.00083234574,0.00073650223,0.0013817267,0.000792741,0.0000845461,0.00001739945,0.000036007237,0.03793874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838674,0.00007522887,0.0004194617,0.00030744515,0.0002924994,0.00051864295],"domain_scores_gemma":[0.9989384,0.00040409376,0.00022319655,0.00025656773,0.000066182336,0.00011155758],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005800222,0.00021370703,0.00035420933,0.0000296346,0.0015292226,0.000010388556,0.00014513303,0.00026679182,0.00026464244],"category_scores_gemma":[0.000042546966,0.00017423707,0.00019326633,0.00017950163,0.00020193962,0.000082440994,0.00041939624,0.0007096577,0.000018875737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042728014,0.000041121802,0.81528413,0.00007653887,0.0001443559,0.0000010456727,0.019692551,2.8187398e-7,0.002469537,0.0072722514,0.15156384,0.003411641],"study_design_scores_gemma":[0.0013566765,0.00006717166,0.6642848,0.0005362124,0.0001052439,0.0000010034055,0.0052957716,0.0000029710998,0.0004735619,0.0023756684,0.32506242,0.00043845928],"about_ca_topic_score_codex":0.00008834757,"about_ca_topic_score_gemma":0.00020228332,"teacher_disagreement_score":0.1734986,"about_ca_system_score_codex":0.0000631022,"about_ca_system_score_gemma":0.00003644516,"threshold_uncertainty_score":0.99977064},"labels":[],"label_agreement":null},{"id":"W2139573877","doi":"","title":"Duration of Non-standard Employment","year":2004,"lang":"en","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Unemployment; Work (physics); Duration (music); Temporary work; Demographic economics; Labour economics; Economics; Government (linguistics); Economic growth; Accounting; Engineering","score_opus":0.038039091317288755,"score_gpt":0.3235324301684672,"score_spread":0.28549333885117845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139573877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86948776,0.0010845835,0.0038116467,0.005696748,0.0011655231,0.0034226216,0.0035098025,0.00024762788,0.1115737],"genre_scores_gemma":[0.97472864,0.0046181553,0.005785438,0.00018149675,0.00022249702,0.000013159799,0.0009190723,0.00010428159,0.013427246],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9955138,0.0007591441,0.0010636013,0.0008861085,0.0010011011,0.0007762495],"domain_scores_gemma":[0.99568623,0.0004912963,0.0015059263,0.0013217644,0.0007238732,0.00027092424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084835425,0.0006310861,0.0014293983,0.00050881994,0.0012963333,0.000008243241,0.0013570997,0.0005698648,0.000845869],"category_scores_gemma":[0.0001731484,0.00071529427,0.00072403345,0.0002400032,0.00096322387,0.00014881298,0.0040300633,0.0020227605,0.000051845833],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010271275,0.002406126,0.21128671,0.015408199,0.0064612255,0.00049373973,0.65250367,0.0017347245,0.0046714055,0.015043098,0.05956238,0.020157438],"study_design_scores_gemma":[0.01822645,0.0031029605,0.518253,0.0217076,0.002420707,0.000013694226,0.18305603,0.0022761954,0.0005669343,0.029793626,0.21658416,0.003998618],"about_ca_topic_score_codex":0.012888695,"about_ca_topic_score_gemma":0.010065324,"teacher_disagreement_score":0.46944767,"about_ca_system_score_codex":0.00082225463,"about_ca_system_score_gemma":0.0016619117,"threshold_uncertainty_score":0.99952984},"labels":[],"label_agreement":null},{"id":"W2140291447","doi":"10.1093/eurpub/cku056","title":"Adolescents’ psychological health complaints and the economic recession in late 2007: a multilevel study in 31 countries","year":2014,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"World Health Organization","keywords":"Recession; Unemployment; Multilevel model; Context (archaeology); Psychology; Logistic regression; Youth unemployment; Medicine; Demography; Demographic economics; Economics; Economic growth; Sociology; Geography","score_opus":0.15026458955345057,"score_gpt":0.44312818648387425,"score_spread":0.2928635969304237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140291447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9200939,0.0006443375,0.00040102936,0.07493086,0.0010010761,0.0010193948,0.0000060386205,0.000018603832,0.0018847515],"genre_scores_gemma":[0.9896896,0.001461814,0.000079134494,0.0082120495,0.00037015206,0.0000072002417,0.000001635752,0.00002222947,0.0001561818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9735962,0.023019651,0.0020601063,0.00027386824,0.00026827672,0.00078189897],"domain_scores_gemma":[0.99752015,0.00056819123,0.0012610169,0.00021759851,0.000095391995,0.0003376421],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.048161868,0.00018799641,0.0007520951,0.00028944804,0.0006881206,0.00003500649,0.00034680605,0.00003541656,0.000046998543],"category_scores_gemma":[0.0004922538,0.000112127746,0.000048653066,0.00013006233,0.00017167054,0.00018239094,0.00019795296,0.0011848268,0.00006812022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031178573,0.0003617818,0.9117622,0.00014139245,0.000020331365,0.000018664317,0.03089796,0.000015042878,1.5537562e-7,0.0005420672,0.016974391,0.038954247],"study_design_scores_gemma":[0.011094019,0.00093431683,0.9537593,0.0007114888,0.000002114379,0.000005413388,0.0041338187,0.00014905274,7.266948e-9,0.0001235631,0.028995315,0.00009159559],"about_ca_topic_score_codex":0.00046102947,"about_ca_topic_score_gemma":0.0012010728,"teacher_disagreement_score":0.069595695,"about_ca_system_score_codex":0.0005266211,"about_ca_system_score_gemma":0.00045448367,"threshold_uncertainty_score":0.9801177},"labels":[],"label_agreement":null},{"id":"W2140560363","doi":"10.1017/s0714980811000675","title":"Unequal Social Engagement for Older Adults: Constraints on Choice","year":2012,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Privilege (computing); Psychology; Context (archaeology); Social engagement; Altruism (biology); Social psychology; Gerontology; Sociology; Medicine; Political science","score_opus":0.041325355652857415,"score_gpt":0.3224686998131522,"score_spread":0.28114334416029474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140560363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68186194,0.008152928,0.00027567224,0.25742343,0.031022565,0.003403867,0.0017169217,0.00006178304,0.016080914],"genre_scores_gemma":[0.9675609,0.00039191265,0.0001397253,0.011241456,0.01086896,0.00027504613,0.00010552405,0.00015455822,0.009261941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927281,0.0013837724,0.0012164948,0.00057870493,0.00025422414,0.0038386993],"domain_scores_gemma":[0.99288833,0.0014577422,0.0006727847,0.00035813235,0.000553078,0.0040699416],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004272179,0.00072249747,0.0007836174,0.0006509637,0.005411396,0.00015038783,0.00048964855,0.00045052846,0.004473559],"category_scores_gemma":[0.0012274057,0.00075394945,0.0004043337,0.00033195014,0.00039614824,0.00029988345,0.00005769827,0.0021555999,0.00020655067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093562216,0.00038247128,0.042870075,0.0014800294,0.0008699798,0.0004112789,0.1606192,0.000055556196,0.0000040953514,0.11995309,0.48966196,0.1835987],"study_design_scores_gemma":[0.0029427034,0.00040792167,0.08047571,0.005108056,0.00024662347,0.000044735174,0.023003738,0.000036661884,0.000005222294,0.0001492509,0.8868244,0.00075492996],"about_ca_topic_score_codex":0.034687568,"about_ca_topic_score_gemma":0.3761542,"teacher_disagreement_score":0.39716247,"about_ca_system_score_codex":0.0053560054,"about_ca_system_score_gemma":0.0015551139,"threshold_uncertainty_score":0.99949116},"labels":[],"label_agreement":null},{"id":"W2141554301","doi":"10.1111/j.1467-9515.2005.00469.x","title":"Restructuring of Full-time Workers: A Case of Transitional Dislocation or Social Exclusion in Canada? Lessons from the 1990s","year":2005,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Restructuring; Relocation; Labour economics; Full-time; Economics; Welfare state; Social exclusion; Welfare; Demographic economics; Displaced workers; Job loss; Unemployment; Market economy; Political science; Economic growth","score_opus":0.0655960467952306,"score_gpt":0.41687726875861875,"score_spread":0.3512812219633882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141554301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406597,0.000028645405,0.0000149672915,0.05830033,0.000037157468,0.00021188687,0.0002584161,0.0000059109693,0.0004829772],"genre_scores_gemma":[0.99829584,0.000015400112,0.000032775977,0.0002677116,0.001189463,0.000019092302,0.000066197346,0.000005785409,0.000107723885],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99905676,0.0001885096,0.00036379823,0.00010264936,0.0001354031,0.00015287644],"domain_scores_gemma":[0.99945486,0.00024464802,0.00018648633,0.000043251246,0.000046809662,0.000023965506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016477892,0.000078819576,0.00015967176,0.000030085788,0.00079139794,0.0000035551902,0.00004225145,0.00008024261,0.000072100265],"category_scores_gemma":[0.000070075585,0.000059631595,0.000027666558,0.00013156704,0.00008705069,0.00007704592,0.000024521722,0.00013905724,6.3993724e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007409753,0.00062566664,0.08871573,0.001029587,0.00046065592,0.0001298239,0.52703595,0.000070038885,0.015841218,0.14164545,0.026855087,0.19018106],"study_design_scores_gemma":[0.0020377575,0.00010924111,0.94001424,0.0002530653,0.00007875321,0.00001150736,0.04947491,0.00018458953,0.00032459263,0.0056659714,0.0015967076,0.00024865667],"about_ca_topic_score_codex":0.6085702,"about_ca_topic_score_gemma":0.94768167,"teacher_disagreement_score":0.8512985,"about_ca_system_score_codex":0.00017498693,"about_ca_system_score_gemma":0.0017398025,"threshold_uncertainty_score":0.6086873},"labels":[],"label_agreement":null},{"id":"W2141948042","doi":"10.1177/0011392107081987","title":"Intermittent Work and Well-Being","year":2007,"lang":"en","type":"article","venue":"Current Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Montréal","funders":"","keywords":"Work (physics); Sociology; Position (finance); Narrative; Investment (military); Social psychology; Value (mathematics); Order (exchange); Qualitative research; Demographic economics; Psychology; Labour economics; Economics; Political science; Social science; Law","score_opus":0.07216682646560665,"score_gpt":0.45031191002143794,"score_spread":0.3781450835558313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141948042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775973,0.002075848,0.00043626642,0.004126302,0.0032191046,0.00024054413,6.1669e-7,0.00008344119,0.012220603],"genre_scores_gemma":[0.99733603,0.00035896423,0.00002132937,0.00069990434,0.00058610435,0.000026986583,0.000008548055,0.000010246403,0.00095189404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988718,0.00014998108,0.00028242532,0.00018521733,0.000053724907,0.00045683596],"domain_scores_gemma":[0.99918276,0.00051645277,0.000089142,0.00009873407,0.000043264863,0.00006963096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058840663,0.00010523078,0.00019337136,0.00005077177,0.0005508678,0.0000014081087,0.00006959506,0.00012542018,0.0001954241],"category_scores_gemma":[0.00007479647,0.00008449084,0.00003855907,0.00004641038,0.00023091803,0.000025376172,0.00019192958,0.00048067654,0.00021428778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019438849,0.000018644687,0.91916853,0.00005060638,0.00002108874,0.0000019690017,0.01906623,2.0410257e-8,0.000007090434,0.021794595,0.017767094,0.0220847],"study_design_scores_gemma":[0.00041498127,0.00003556359,0.77594197,0.000090297624,0.00001656256,3.0980368e-7,0.0032727649,4.3935873e-7,0.0000032862802,0.008348308,0.21176398,0.000111547175],"about_ca_topic_score_codex":0.000006125485,"about_ca_topic_score_gemma":0.000012160646,"teacher_disagreement_score":0.19399689,"about_ca_system_score_codex":0.000053618573,"about_ca_system_score_gemma":0.0000165265,"threshold_uncertainty_score":0.42368853},"labels":[],"label_agreement":null},{"id":"W2142496726","doi":"10.1111/0022-4146.00240","title":"Exploring the Canadian‐U.S. Unemployment and Nonemployment Rate Gaps: Are There Lessons for Both Countries?","year":2001,"lang":"en","type":"article","venue":"Journal of Regional Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Economics; Unemployment rate; Demographic economics; Labour economics; Population; Economic growth; Demography","score_opus":0.2489461325627785,"score_gpt":0.4185881570846214,"score_spread":0.16964202452184288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142496726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70759016,0.001177893,0.00007675858,0.28902078,0.0008518604,0.00046528305,0.000010709337,0.000010772842,0.0007958062],"genre_scores_gemma":[0.987881,0.004698604,0.0001232106,0.0051196474,0.00056992675,0.00009042749,5.1946546e-7,0.000014200984,0.001502443],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980582,0.000108449916,0.00042692941,0.00019023716,0.000597837,0.000618363],"domain_scores_gemma":[0.9978754,0.00056176755,0.00047744723,0.0001572202,0.00061306154,0.0003151317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002444291,0.00014023834,0.00023426398,0.00017784172,0.0041210796,0.000059594964,0.00040233656,0.000031524814,0.000033895023],"category_scores_gemma":[0.00019404326,0.00008125342,0.0000712094,0.00033977593,0.00057246623,0.0004739954,0.00009105237,0.00030525125,0.0000074971304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005439633,0.00012974143,0.7149203,0.00018114582,0.00023190532,0.00020185974,0.0134010315,0.00015866026,0.0004689286,0.09812473,0.16583745,0.0058003115],"study_design_scores_gemma":[0.0007302173,0.00016948534,0.39513373,0.00046751412,0.000036096782,0.000035010475,0.004993472,0.000026167436,0.000024031528,0.0029500758,0.5952859,0.00014830785],"about_ca_topic_score_codex":0.0064015086,"about_ca_topic_score_gemma":0.0661682,"teacher_disagreement_score":0.42944846,"about_ca_system_score_codex":0.0005213516,"about_ca_system_score_gemma":0.0012481716,"threshold_uncertainty_score":0.9971754},"labels":[],"label_agreement":null},{"id":"W2142926882","doi":"10.1177/0018726712463742","title":"It’s all in the mix: Determinants and consequences of workforce blending in call centres","year":2013,"lang":"en","type":"article","venue":"Human Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workforce; Turnover; Full-time; Business; Work (physics); Demographic economics; Survey data collection; Labour economics; Economics; Economic growth; Management; Engineering","score_opus":0.15042746537909077,"score_gpt":0.43867353046286683,"score_spread":0.28824606508377604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142926882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725157,0.00023226424,0.0000020149866,0.00664282,0.000049692197,0.0004954326,0.0000030153403,0.000009252298,0.020049797],"genre_scores_gemma":[0.9965485,0.000097228425,0.000031771942,0.00034742837,0.000018575556,0.000105796,0.000004807556,0.0000045264414,0.0028413702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990682,0.00021847704,0.00033374564,0.000096377145,0.00008143345,0.00020177983],"domain_scores_gemma":[0.99920523,0.0005524573,0.00009819973,0.00009798413,0.000026889671,0.000019238558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025569508,0.000064080705,0.00012205022,0.000090549045,0.0003453662,0.0000058884225,0.00007945387,0.000058594036,0.00019285217],"category_scores_gemma":[0.000074189,0.000044021013,0.000015388145,0.00010059354,0.00012386322,0.00009941588,0.00004375194,0.0002080104,0.000027351922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010820056,0.000016437412,0.96535486,0.000019567216,0.000003866704,0.0000014733483,0.02165282,0.0000035042735,0.00007529559,0.007925717,0.0048068645,0.00013848302],"study_design_scores_gemma":[0.00028574144,0.000016070853,0.98334825,0.00028315574,0.000007899075,3.7037572e-7,0.007288836,0.000027356109,0.000005235017,0.0053958585,0.0032875403,0.000053667507],"about_ca_topic_score_codex":0.0016637807,"about_ca_topic_score_gemma":0.010281176,"teacher_disagreement_score":0.024032785,"about_ca_system_score_codex":0.00002566718,"about_ca_system_score_gemma":0.000020721176,"threshold_uncertainty_score":0.5737138},"labels":[],"label_agreement":null},{"id":"W2142967451","doi":"10.1146/annurev-publhealth-031811-124603","title":"How Society Shapes the Health Gradient: Work-Related Health Inequalities in a Comparative Perspective","year":2012,"lang":"en","type":"review","venue":"Annual Review of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute of Population and Public Health; Learning Partnership; Institute of Health Services and Policy Research; Public Health Ontario; University of British Columbia","funders":"","keywords":"Unemployment; Inequality; Receipt; Capitalism; Work (physics); Perspective (graphical); Demographic economics; Economics; Sociology; Economic growth; Political science; Politics","score_opus":0.3718086378001355,"score_gpt":0.526216962590944,"score_spread":0.15440832479080846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142967451","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012105696,0.7492359,0.000018386005,0.23988177,0.00054716965,0.008334421,0.00076135393,0.00009936724,0.001120379],"genre_scores_gemma":[0.0000823921,0.97295797,0.000071811926,0.022044044,0.00046364902,0.0016964,0.00055285124,0.00010426324,0.002026622],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.969644,0.020054922,0.0051298877,0.00097020826,0.0010605309,0.003140463],"domain_scores_gemma":[0.9871503,0.0027299642,0.007265628,0.0008932828,0.0010155146,0.0009452987],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026214527,0.0011325233,0.00917986,0.00037959902,0.0019615581,0.00003733603,0.001010515,0.00042899812,0.00016199569],"category_scores_gemma":[0.0008927466,0.00068517064,0.0014197748,0.0031486321,0.00052869663,0.00053556776,0.0006221455,0.0035451301,0.00009101182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000023700695,0.00021121505,0.00013429545,0.2580217,0.00039607912,3.2376283e-7,0.12221936,8.282947e-9,7.171953e-11,0.035621494,0.12484523,0.4585479],"study_design_scores_gemma":[0.00027957276,0.00031421555,0.00027821248,0.18196155,0.00008204341,0.000002471673,0.062275995,1.7996103e-7,1.8655233e-10,0.00013057432,0.7543349,0.00034027177],"about_ca_topic_score_codex":0.0064010825,"about_ca_topic_score_gemma":0.0019998793,"teacher_disagreement_score":0.62948966,"about_ca_system_score_codex":0.00454686,"about_ca_system_score_gemma":0.01402137,"threshold_uncertainty_score":0.99955994},"labels":[],"label_agreement":null},{"id":"W2143193995","doi":"10.7202/1016321ar","title":"Flexibility at the Core: What Determines Employment of Part-Time Faculty in Academia","year":2013,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Part-time employment; Higher education; Revenue; Flexibility (engineering); Workforce; Work (physics); Business; Demographic economics; Full-time; Public relations; Labour economics; Political science; Economics; Economic growth; Accounting; Management","score_opus":0.15091460591942163,"score_gpt":0.4125933277950552,"score_spread":0.26167872187563357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143193995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97367525,0.00083395897,0.0000031024272,0.020807212,0.00023658024,0.0012474454,0.00003540025,0.00004874142,0.0031122877],"genre_scores_gemma":[0.91478336,0.00043269314,0.000033885895,0.0004553129,0.00016177211,0.0005578825,0.00010188589,0.000022085549,0.083451144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981506,0.00026883138,0.00075235585,0.00023552678,0.00023791035,0.00035477837],"domain_scores_gemma":[0.99828374,0.00086779014,0.00027834708,0.00035896746,0.00014954658,0.00006159974],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005204346,0.00016193265,0.0002653508,0.00007496417,0.0007618073,0.000010801715,0.00018702404,0.00074608496,0.0030563367],"category_scores_gemma":[0.00037592894,0.00010472602,0.00006688848,0.00035551967,0.00021028197,0.00033309453,0.00029027488,0.0013415646,0.0009498665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000156708,0.000057487854,0.81103015,0.000007790247,0.000038930677,4.231928e-7,0.0044609397,0.00007557718,0.00012764051,0.00037554017,0.17110169,0.012708163],"study_design_scores_gemma":[0.0009668454,0.000069509,0.7649064,0.0005024819,0.000050396175,6.24685e-7,0.010200682,0.0002257098,0.00036690471,0.002068262,0.22038564,0.00025653435],"about_ca_topic_score_codex":0.00071775407,"about_ca_topic_score_gemma":0.00038048576,"teacher_disagreement_score":0.08033886,"about_ca_system_score_codex":0.00018718436,"about_ca_system_score_gemma":0.00011904606,"threshold_uncertainty_score":0.999828},"labels":[],"label_agreement":null},{"id":"W2143228066","doi":"10.1186/s12992-015-0104-1","title":"Globalization and the health of Canadians: ‘Having a job is the most important thing’","year":2015,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Globalization; Immigration; Economic growth; Economics; Sociology; Political science; Market economy","score_opus":0.06543260712383246,"score_gpt":0.4060552176485513,"score_spread":0.3406226105247188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143228066","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041558243,0.039042063,0.0043829936,0.8883177,0.0015338468,0.0049100574,0.00034099704,0.00018107447,0.019733042],"genre_scores_gemma":[0.8555613,0.017844861,0.00012555996,0.12520492,0.000242234,0.00007102064,0.00009045951,0.000026815362,0.00083278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977108,0.0006092206,0.0007596407,0.0002134323,0.0002968281,0.00041007897],"domain_scores_gemma":[0.9985725,0.000097820084,0.00059171446,0.00022449727,0.00025503666,0.00025843197],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029116448,0.00014125246,0.0003438729,0.000044889654,0.0016439942,0.000022904132,0.0001100526,0.000070870825,0.000029635881],"category_scores_gemma":[0.00020555835,0.00008153856,0.000024524954,0.0003915989,0.00018366067,0.00009177954,0.000101515216,0.00014981999,0.0000026354626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005515963,0.000013283634,0.5189616,0.00026956055,0.000031162697,2.7759592e-7,0.049216803,0.000004478582,1.3032877e-7,0.25330654,0.175907,0.002233998],"study_design_scores_gemma":[0.0077805985,0.0004909343,0.4913566,0.00088366796,0.0000707758,0.000013129421,0.08674976,0.0032754384,7.025917e-7,0.027327975,0.38163757,0.0004128214],"about_ca_topic_score_codex":0.13556935,"about_ca_topic_score_gemma":0.07116478,"teacher_disagreement_score":0.8140031,"about_ca_system_score_codex":0.00026250814,"about_ca_system_score_gemma":0.0011862294,"threshold_uncertainty_score":0.9996557},"labels":[],"label_agreement":null},{"id":"W2143560491","doi":"10.7202/045054ar","title":"Le mariage, l’union de fait et la santé des conjoints au Québec et en Ontario","year":2010,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.01279844636657834,"score_gpt":0.3276049120396419,"score_spread":0.3148064656730636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143560491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8399427,0.0033620677,0.00049965736,0.038588908,0.002210613,0.000781417,0.00010791184,0.00023834902,0.11426838],"genre_scores_gemma":[0.9525003,0.003570181,0.0020515518,0.007860363,0.00059581484,0.0002292826,0.00007670131,0.00015976856,0.032956034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99217856,0.0041640033,0.00081649335,0.00069812353,0.00036250928,0.0017802821],"domain_scores_gemma":[0.995275,0.0026382285,0.00037317508,0.0007313695,0.00025510092,0.0007271232],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0053968527,0.0006580455,0.0007513152,0.0005579763,0.002350452,0.00008799344,0.0005573213,0.0016551749,0.00094860996],"category_scores_gemma":[0.0012848815,0.0006978256,0.0004989899,0.00068818685,0.002969665,0.00045948903,0.00030048992,0.004993344,0.00013945623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093554634,0.0003417367,0.5910224,0.000338718,0.00041030714,0.0001033071,0.2018936,0.0000021845804,0.00045094718,0.15162733,0.041194554,0.012521362],"study_design_scores_gemma":[0.0011218382,0.00012850449,0.5365723,0.0003050802,0.00019019585,0.000033205342,0.011961926,0.0000027020144,0.000042630898,0.00857886,0.4405917,0.00047110222],"about_ca_topic_score_codex":0.9765048,"about_ca_topic_score_gemma":0.99943733,"teacher_disagreement_score":0.39939713,"about_ca_system_score_codex":0.0016130784,"about_ca_system_score_gemma":0.015590996,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W2143691885","doi":"","title":"ALBERTA WELFARE REFORM AND EMPLOYMENT OUTCOMES OF WELFARE RECIPIENTS AND SINGLE-MOTHERS","year":2011,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare reform; Single mothers; Welfare; Economics; Labour economics; Wage; Unobservable; Labour supply; Demographic economics; Work (physics); Psychology","score_opus":0.018265060681286843,"score_gpt":0.22482474230204538,"score_spread":0.20655968162075855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143691885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68080944,0.0002757251,0.0000016543302,0.01742694,0.00023203697,0.000329956,0.00014924078,0.000009696188,0.30076534],"genre_scores_gemma":[0.98578817,0.00020908627,0.00020930494,0.0009359253,0.000018835959,0.000018686354,0.0000051634993,0.000025174026,0.012789673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980772,0.00009042072,0.00045949258,0.00026183596,0.0007429784,0.0003680492],"domain_scores_gemma":[0.99913913,0.00015292673,0.0002674114,0.00020221136,0.0000017821137,0.00023653616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002174161,0.00022335304,0.00040713866,0.000032876214,0.00055666466,0.0000041507283,0.00013522581,0.00004492397,0.00012752325],"category_scores_gemma":[0.0000077760815,0.00017669461,0.000024568837,0.000052540887,0.00014767,0.00023210798,0.00032868996,0.00014711914,3.4511063e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030865837,0.00004224035,0.9344698,0.00031167633,0.00017509975,0.00000882897,0.0021502068,9.4106184e-8,0.0002832383,0.056564152,0.00029405396,0.005391932],"study_design_scores_gemma":[0.0006801945,0.0001675176,0.9504912,0.00018881736,0.000040132578,0.0000010255372,0.018539311,0.0000075403636,0.0015905466,0.0005173217,0.027569257,0.00020715254],"about_ca_topic_score_codex":0.0877987,"about_ca_topic_score_gemma":0.23147911,"teacher_disagreement_score":0.30497873,"about_ca_system_score_codex":0.0000185282,"about_ca_system_score_gemma":0.00021280709,"threshold_uncertainty_score":0.9182757},"labels":[],"label_agreement":null},{"id":"W214397251","doi":"","title":"Control over working time and work-Life balance: a detailed analysis of the Canada Labour Code Part III","year":2006,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Flexibility (engineering); Working time; Jurisdiction; Work (physics); Workforce; Labour law; Balance (ability); Productivity; Part-time employment; Business; Commission; Labour economics; Public economics; Political science; Economics; Law; Economic growth; Engineering; Management; Finance","score_opus":0.024075509398185074,"score_gpt":0.2953001799347492,"score_spread":0.2712246705365641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W214397251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482614,0.0006069478,0.0000111917725,0.0007815515,0.00017674998,0.00025126498,0.000014673763,0.000018788047,0.0033126741],"genre_scores_gemma":[0.9722745,0.00006380446,0.000008859594,0.000022803517,0.00016577808,0.0000013634949,0.000006433914,0.000007808373,0.027448645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975927,0.00096214056,0.00022302043,0.0002472761,0.000578379,0.00039649932],"domain_scores_gemma":[0.9980277,0.0010445315,0.0002436104,0.0002045756,0.0003575526,0.00012205695],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008970486,0.00010539856,0.0004089332,0.00015035662,0.0023293882,0.0000130691,0.00018653896,0.000108556764,0.00017431569],"category_scores_gemma":[0.00015030692,0.00009321028,0.000068782174,0.00081080163,0.0002780863,0.000062800034,0.00022522865,0.00072171295,0.0000014673094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024578042,0.000021441829,0.99038756,0.000049325878,0.00047045093,0.0000093701,0.0012129586,0.00012472663,0.0004894361,0.00016272203,0.0067858687,0.000040337545],"study_design_scores_gemma":[0.0011507418,0.000051643427,0.94318795,0.00015764935,0.00018551176,1.7920783e-7,0.0020820196,0.00049148465,0.0000062310537,0.000016257713,0.052580398,0.00008991091],"about_ca_topic_score_codex":0.22003832,"about_ca_topic_score_gemma":0.22907059,"teacher_disagreement_score":0.04719961,"about_ca_system_score_codex":0.00013853122,"about_ca_system_score_gemma":0.00038302166,"threshold_uncertainty_score":0.99896944},"labels":[],"label_agreement":null},{"id":"W2144240705","doi":"10.5539/ass.v9n1p155","title":"The Impact of Unemployment on Young People in the Jordanian Community: A Case Study from Unemployed Perspective","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Feeling; Psychology; Perspective (graphical); Youth unemployment; Hostility; Social psychology; Confusion; Sample (material); Face (sociological concept); Developmental psychology; Sociology; Economic growth","score_opus":0.07444108425844155,"score_gpt":0.45944638770003565,"score_spread":0.3850053034415941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144240705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285753,0.000040683204,0.000001230006,0.003103764,0.0002620143,0.0010786351,0.00001981469,0.000021502814,0.06689709],"genre_scores_gemma":[0.9994417,0.0000051229176,0.0000029618736,0.00010794942,0.0002260519,0.00013926005,9.2199383e-7,0.0000100154475,0.00006604493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962218,0.0020458847,0.00031765652,0.00016266934,0.0005575225,0.00069450616],"domain_scores_gemma":[0.9981283,0.0010340103,0.00019555779,0.0003946166,0.00016900012,0.000078541154],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00402649,0.00015246733,0.00023377531,0.00007252612,0.0078039654,0.000031108524,0.00065492926,0.00004780723,0.000024744173],"category_scores_gemma":[0.00036950505,0.00007901695,0.00008724376,0.0010845776,0.00055885036,0.00018689693,0.0002949116,0.000763608,0.000017755647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002042994,0.0003701197,0.50271255,0.0000010617094,0.000020833602,0.000004761063,0.49264127,7.110358e-8,0.000013385829,0.0031401229,0.00037020195,0.00070520607],"study_design_scores_gemma":[0.00024620962,0.00018673131,0.5220174,0.000008622375,0.000010315574,0.000001340719,0.4766779,5.2810594e-7,0.0000011457863,0.00077858224,0.000023149354,0.000048066388],"about_ca_topic_score_codex":0.21191522,"about_ca_topic_score_gemma":0.098443665,"teacher_disagreement_score":0.11347156,"about_ca_system_score_codex":0.0006951241,"about_ca_system_score_gemma":0.00024184564,"threshold_uncertainty_score":0.9934877},"labels":[],"label_agreement":null},{"id":"W2144407045","doi":"10.1093/aje/kwr094","title":"Re: \"Job Strain and the Risk of Depression: Is Reporting Biased?\"","year":2011,"lang":"en","type":"letter","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Job strain; Depression (economics); Medicine; Psychiatry; Economics","score_opus":0.1598385457177057,"score_gpt":0.44878607352930183,"score_spread":0.28894752781159616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144407045","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03552153,0.006911935,0.00042646108,0.95151585,0.001225072,0.00041694954,0.000095023526,0.000015852136,0.0038713384],"genre_scores_gemma":[0.047567837,0.012753258,0.0024094442,0.9299599,0.0059456625,0.000037398346,0.000014302829,0.000073134775,0.001239069],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9828195,0.010826919,0.0051577464,0.00032530513,0.0002078967,0.0006626305],"domain_scores_gemma":[0.94076467,0.02598885,0.03222936,0.0005110414,0.00040790075,0.000098182805],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018691264,0.00032143164,0.0030122253,0.00018733494,0.00047821467,0.0000015588715,0.0004070648,0.00045583706,0.00035049286],"category_scores_gemma":[0.034189392,0.0001643105,0.00049664744,0.00015566315,0.0021517202,0.000048772337,0.00024872052,0.0049631456,0.000005985972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001388153,0.000004037101,0.4521302,0.00005798628,0.00040871938,0.00005008935,0.0019870582,3.289152e-7,5.023094e-7,0.000045940433,0.5364724,0.008703966],"study_design_scores_gemma":[0.0017679001,0.0008651611,0.2565758,0.001468987,0.0010973425,0.0001384255,0.006247897,0.00000586819,0.0000015692843,0.027230319,0.704246,0.0003547653],"about_ca_topic_score_codex":0.0029594405,"about_ca_topic_score_gemma":0.00006810762,"teacher_disagreement_score":0.19555442,"about_ca_system_score_codex":0.000043654738,"about_ca_system_score_gemma":0.00021417085,"threshold_uncertainty_score":0.99733245},"labels":[],"label_agreement":null},{"id":"W2144590576","doi":"10.2139/ssrn.2055717","title":"Short Hours, Long Hours: Hour Levels and Trends in the Retail Industry in the United States, Canada, and Mexico","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sage Foundation; W.E. Upjohn Institute for Employment Research","keywords":"Retail sales; Business; Retail trade; Agricultural economics; Economics; Marketing; Commerce","score_opus":0.05926429341700082,"score_gpt":0.3603411035219173,"score_spread":0.3010768101049165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144590576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97220594,0.006745668,0.000011375281,0.020150492,0.00013313914,0.00019722532,0.0000131439265,0.000008549557,0.00053444307],"genre_scores_gemma":[0.9936718,0.0031379703,0.000001779005,0.0020793779,0.00030973938,0.000024044577,0.0000172647,0.000019208232,0.0007388626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956201,0.0010545333,0.00039148002,0.00014430791,0.00036242855,0.002427154],"domain_scores_gemma":[0.9992072,0.00036095388,0.00012543214,0.00016556167,0.00004490889,0.0000959414],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053377394,0.00019643683,0.00023135603,0.00023208064,0.0007372475,0.000026871468,0.0002651149,0.00023680177,0.000030346455],"category_scores_gemma":[0.000066172375,0.000110495836,0.000026267757,0.0005510114,0.0000736347,0.00018513674,0.00006932652,0.007568484,7.597433e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023704184,0.000033214685,0.9761199,0.0000051719107,0.00005441584,0.000009696185,0.008084544,0.0000031900263,7.445013e-7,0.0018363245,0.003499377,0.010329731],"study_design_scores_gemma":[0.000601557,0.000080543614,0.93875223,0.00007825969,0.000036830144,0.00009853643,0.05516418,0.0000046532145,7.533778e-7,0.001710703,0.003334692,0.00013706119],"about_ca_topic_score_codex":0.17688058,"about_ca_topic_score_gemma":0.9043317,"teacher_disagreement_score":0.7274511,"about_ca_system_score_codex":0.00067585835,"about_ca_system_score_gemma":0.0009576418,"threshold_uncertainty_score":0.9947211},"labels":[],"label_agreement":null},{"id":"W2144849912","doi":"10.7202/1026740ar","title":"Infractions à certaines dispositions de la Loi sur les normes du travail : analyse selon les formes d’emploi1","year":2014,"lang":"fr","type":"article","venue":"Revue multidisciplinaire sur l emploi le syndicalisme et le travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.028742227938123373,"score_gpt":0.3276829213332818,"score_spread":0.29894069339515844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144849912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83093077,0.00873839,0.005926672,0.1418998,0.0019161464,0.0016739552,0.00083608035,0.0009276658,0.007150504],"genre_scores_gemma":[0.94872165,0.008813699,0.0010408473,0.0005081549,0.0019157934,0.00068668876,0.0006142735,0.0003928569,0.037306044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9860884,0.006492276,0.0024467323,0.0016411167,0.0008377264,0.0024937743],"domain_scores_gemma":[0.9887849,0.006857539,0.0010803331,0.0012992921,0.00089197536,0.0010859222],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0042771897,0.0014865996,0.0020673894,0.0007402949,0.0082975365,0.0003157308,0.0009909195,0.0018634108,0.0006352963],"category_scores_gemma":[0.0029532046,0.0014948538,0.001225246,0.0012625614,0.002354686,0.0013678668,0.00074168557,0.0031925717,0.0003529501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032686163,0.005357131,0.7173494,0.0053116274,0.0015952375,0.00018828621,0.051951904,0.0008297099,0.0012268138,0.024523323,0.09787044,0.09346925],"study_design_scores_gemma":[0.0039233174,0.00039429957,0.7798872,0.0031956465,0.0009251506,0.00013016239,0.020315332,0.0025455733,0.000118524404,0.00091803155,0.1859323,0.0017144474],"about_ca_topic_score_codex":0.061368097,"about_ca_topic_score_gemma":0.09716159,"teacher_disagreement_score":0.14139165,"about_ca_system_score_codex":0.0006653356,"about_ca_system_score_gemma":0.0016644858,"threshold_uncertainty_score":0.99978834},"labels":[],"label_agreement":null},{"id":"W2144856061","doi":"10.1093/ije/dyp248","title":"Commentary: Trends in indigenous inequalities in mortality in New Zealand","year":2009,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Inequality; Ethnic group; Indigenous; Focus (optics); Demographic economics; Sociology; Development economics; Demography; Geography; Political science; Economic growth; Economics; Anthropology","score_opus":0.18585921927476234,"score_gpt":0.49738068937530894,"score_spread":0.3115214701005466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144856061","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14099444,0.0010432773,0.000008783167,0.8544406,0.0024077776,0.0001627024,0.00005781143,0.0000072552357,0.0008773199],"genre_scores_gemma":[0.022251284,0.0017564005,0.00013585428,0.96330386,0.007603056,0.00001649969,0.00048222605,0.000028160832,0.004422661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917483,0.003541771,0.0033561047,0.00027397086,0.00035039018,0.000729464],"domain_scores_gemma":[0.9936814,0.004111714,0.0017928984,0.0001730466,0.0001707773,0.00007016812],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0049926,0.00030434152,0.0015302291,0.002043465,0.000045240213,0.0000043969894,0.0007036346,0.000846186,0.00041377745],"category_scores_gemma":[0.0012551331,0.00025487345,0.00020049443,0.00021206462,0.00008501527,0.00014732,0.00014882183,0.0047389674,0.000010716702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007379473,0.00003755112,0.50253445,0.000010988935,0.0000888941,0.0005906129,0.0022343877,0.000012783923,1.7367496e-7,0.00007937917,0.49109614,0.0032408508],"study_design_scores_gemma":[0.0013059819,0.000102744256,0.543267,0.0005086939,0.000011160054,0.000012967661,0.00013162907,0.0000013030557,8.7499934e-8,0.015563748,0.43897477,0.00011992388],"about_ca_topic_score_codex":0.034068123,"about_ca_topic_score_gemma":0.03748273,"teacher_disagreement_score":0.11874315,"about_ca_system_score_codex":0.0010858647,"about_ca_system_score_gemma":0.0003511439,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W2145015066","doi":"10.1097/01.naj.0000393056.01687.40","title":"Occupational Hazards for Pregnant Nurses","year":2011,"lang":"en","type":"review","venue":"AJN American Journal of Nursing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Pregnancy; Occupational safety and health; Nursing; Medicine; Occupational health nursing; Medical emergency; Public health; Health policy","score_opus":0.22899054920871345,"score_gpt":0.5426713372772074,"score_spread":0.313680788068494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145015066","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024190835,0.99099034,0.0007202883,0.00026811616,0.003711993,0.0008697375,0.000069250826,0.000022422339,0.0033236477],"genre_scores_gemma":[0.00004517309,0.9950684,0.0016415906,0.00010821115,0.0018022178,0.000081569175,0.000021526223,0.000077638266,0.0011536924],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969679,0.0005168982,0.0014970405,0.0002106173,0.0002824109,0.0005251382],"domain_scores_gemma":[0.9946129,0.0009635113,0.0035077585,0.00020077714,0.00055136235,0.00016370918],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059614365,0.00035804752,0.0021755516,0.0003476754,0.0005998323,0.000009979042,0.0003448643,0.0001357137,0.0001101674],"category_scores_gemma":[0.00024830477,0.00024593444,0.0007740829,0.00027253083,0.00034067154,0.000120994424,0.000032020293,0.00074432744,0.000027079426],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007209205,0.000094723306,0.00015646784,0.0016929172,0.0003147595,0.0000032839669,0.00222457,5.700382e-8,4.5010058e-8,0.00058268546,0.024757681,0.9701007],"study_design_scores_gemma":[0.0002626017,0.00066621625,0.00017986179,0.091957405,0.001301506,0.0000388781,0.0017242209,3.4140186e-7,6.538134e-8,0.00036804407,0.90327156,0.00022930356],"about_ca_topic_score_codex":0.000021002283,"about_ca_topic_score_gemma":0.0000032396122,"teacher_disagreement_score":0.9698714,"about_ca_system_score_codex":0.00045699923,"about_ca_system_score_gemma":0.0017474485,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W2145182837","doi":"10.18356/4da61c68-en","title":"The Role of Migrant Care Workers in Ageing Societies","year":2012,"lang":"en","type":"book","venue":"IOM migration research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Elderly care; Migrant workers; Aged care; Older people; Residential care; Care work; Nursing; Medicine; Economic growth; Gerontology; Work (physics); Economics","score_opus":0.08356947811605331,"score_gpt":0.44664393884779674,"score_spread":0.36307446073174343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145182837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06482472,0.1783891,0.0000028492943,0.017393444,0.001346268,0.005127279,0.0002448588,0.00017020998,0.73250127],"genre_scores_gemma":[0.04956433,0.00868278,0.000028073942,0.00003744434,0.0007357119,0.00080177205,0.00021038228,0.000063589054,0.9398759],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630284,0.0009869304,0.00066018634,0.00024534937,0.0009576556,0.0008470508],"domain_scores_gemma":[0.9967177,0.0016553729,0.0002565188,0.0003946042,0.0009023939,0.000073401716],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019902869,0.00023137999,0.0003966098,0.00026821942,0.0021885694,0.00003266567,0.00035047854,0.00041156594,0.00012217363],"category_scores_gemma":[0.0003184815,0.00015804185,0.00013372037,0.0002666207,0.00072089606,0.00019893883,0.0003496683,0.0015420452,0.00008304793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029496587,0.000027917244,0.21647412,0.0014881642,0.00016520981,0.000005875059,0.20713335,0.0000020884609,0.00023326276,0.013654152,0.55226344,0.008257473],"study_design_scores_gemma":[0.00014046613,0.000062879575,0.012153667,0.00090570387,0.000011440339,9.627989e-8,0.17242675,8.8352823e-7,0.000056813125,0.007532477,0.8065846,0.00012422926],"about_ca_topic_score_codex":0.0030262058,"about_ca_topic_score_gemma":0.076111495,"teacher_disagreement_score":0.25432116,"about_ca_system_score_codex":0.00045590752,"about_ca_system_score_gemma":0.001126756,"threshold_uncertainty_score":0.99911046},"labels":[],"label_agreement":null},{"id":"W2145449575","doi":"10.1111/j.1468-2435.2009.00598.x","title":"A Model for Managed Migration? Re‐Examining Best Practices in Canada’s Seasonal Agricultural Worker Program","year":2010,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"","keywords":"Best practice; Transparency (behavior); Agriculture; Political science; Business; Public relations; Economic growth; Economics; Geography; Law","score_opus":0.1283380020007157,"score_gpt":0.4301708538278954,"score_spread":0.30183285182717967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145449575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96123296,0.000027323194,0.00028377812,0.029423635,0.0012894465,0.0011948909,0.000056744695,0.000054844288,0.006436376],"genre_scores_gemma":[0.9838071,0.000024264427,0.0029218865,0.0004515471,0.0005327572,0.0013733321,0.00040230382,0.000014102455,0.010472727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986044,0.00007063528,0.00042919608,0.0002642759,0.00035671593,0.00027473044],"domain_scores_gemma":[0.99855936,0.00040922273,0.00045511863,0.00010252318,0.0004195519,0.00005421763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003403827,0.00014457517,0.00013906606,0.0000851442,0.00035506138,0.000037860627,0.00017556096,0.000095421005,0.00011395728],"category_scores_gemma":[0.0006179734,0.0001181217,0.000037871363,0.00011181429,0.000018885245,0.000444239,0.00004983155,0.00041680128,0.000015278087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013370026,0.00015496172,0.9365287,0.000038609618,0.00008128779,0.0000025353506,0.004014169,0.00049483933,0.001242937,0.003950304,0.045061268,0.008296697],"study_design_scores_gemma":[0.0012126827,0.000071211165,0.72663695,0.00018330582,0.00004070671,0.0000014786299,0.008876927,0.18709576,0.000035440367,0.00078721053,0.07475162,0.00030672897],"about_ca_topic_score_codex":0.42429715,"about_ca_topic_score_gemma":0.99827677,"teacher_disagreement_score":0.5739796,"about_ca_system_score_codex":0.0003544012,"about_ca_system_score_gemma":0.00061459915,"threshold_uncertainty_score":0.5795365},"labels":[],"label_agreement":null},{"id":"W2145504952","doi":"","title":"Human Resources and Skills Development Canada (HRSDC) Roundtable on Displaced Workers","year":2010,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Business","score_opus":0.02536645179602373,"score_gpt":0.35634827747833686,"score_spread":0.33098182568231316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145504952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225117,0.000020967422,0.0000039219626,0.004561368,0.0005040983,0.0002855632,0.0000024426445,0.00005647217,0.072053485],"genre_scores_gemma":[0.70616674,0.0000024427093,0.00017162385,0.0012307708,0.00010693594,0.000055721426,0.000005270059,0.000012780363,0.2922477],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886566,0.000057062836,0.0002552843,0.0002095745,0.00020504816,0.00040739114],"domain_scores_gemma":[0.9993941,0.00020560816,0.00006881436,0.00016170146,0.000044602675,0.00012517412],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002533677,0.00013837262,0.00016786599,0.000038261813,0.0018197676,0.00001920259,0.00009034577,0.0000790153,0.0005164582],"category_scores_gemma":[0.000047518726,0.00009975355,0.000011830401,0.000067001296,0.000030821764,0.00007492276,0.00011744569,0.0003897994,0.00002628654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000125205215,0.00002850263,0.7794262,0.00003480476,0.000036775516,0.000002635439,0.0023848708,3.314942e-7,0.00013720468,0.0025594267,0.2147055,0.00067122653],"study_design_scores_gemma":[0.00035569965,0.000016408532,0.48895267,0.000056334207,0.0000048483153,1.2581077e-7,0.0017976776,3.2147295e-7,0.000063217194,0.000071436334,0.50855935,0.00012195689],"about_ca_topic_score_codex":0.43801823,"about_ca_topic_score_gemma":0.9756039,"teacher_disagreement_score":0.5375857,"about_ca_system_score_codex":0.00015117065,"about_ca_system_score_gemma":0.00025470284,"threshold_uncertainty_score":0.9994797},"labels":[],"label_agreement":null},{"id":"W2145622518","doi":"10.1017/s0714980809990353","title":"Strategies Used by Home Support Workers in the Delivery of Care to Elderly Clients","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Business; Gerontology; Medicine","score_opus":0.017686544748628078,"score_gpt":0.28917171048818185,"score_spread":0.2714851657395538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145622518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90816844,0.0023433466,0.000007391794,0.07743898,0.006167345,0.00087805645,0.0004264313,0.000009225296,0.0045607863],"genre_scores_gemma":[0.99319625,0.00033439303,0.00006204266,0.0025907406,0.00065180485,0.000065483895,0.000058281497,0.0000654279,0.002975585],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545896,0.0008358908,0.0010991254,0.00044873124,0.00026405056,0.0018932648],"domain_scores_gemma":[0.9960931,0.00051968853,0.00042871147,0.0005369292,0.0004425261,0.0019790388],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022538237,0.00046520118,0.00063491607,0.0007055916,0.0012544657,0.00018858824,0.00087483955,0.0003223957,0.0010768065],"category_scores_gemma":[0.00020935225,0.00041079347,0.00020316131,0.00066100847,0.0002551186,0.00026308265,0.00005031734,0.002323349,0.000055111133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000563086,0.00010294505,0.43080238,0.0006726426,0.00020994934,0.0016671763,0.30770698,0.0002103877,0.00012715421,0.009103578,0.23092441,0.018416077],"study_design_scores_gemma":[0.00094047585,0.000778358,0.08520809,0.002232663,0.00009167733,0.00006716374,0.24316661,0.0000053393774,0.000008911586,0.00021046732,0.6668339,0.00045637396],"about_ca_topic_score_codex":0.30633077,"about_ca_topic_score_gemma":0.97543,"teacher_disagreement_score":0.6690992,"about_ca_system_score_codex":0.0014093018,"about_ca_system_score_gemma":0.0031247693,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W2145849517","doi":"10.15353/rea.v2i1.1488","title":"Social Evils – From Unemployment to Idleness to Prejudice. Some Suggestions for Mapping the Modern Equivalents of These Old Evils onto New Injustices","year":2010,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Elitism; Ignorance; Prejudice (legal term); Unemployment; Sociology; Social exclusion; Criminology; Law; Political science; Economics; Economic growth","score_opus":0.13855939556316862,"score_gpt":0.45180476151030463,"score_spread":0.31324536594713603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145849517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92500144,0.02161299,0.0034767631,0.043618158,0.0006013217,0.0043168776,0.00068284274,0.000044417215,0.00064518483],"genre_scores_gemma":[0.97490203,0.015280521,0.0011744375,0.004110874,0.0010987027,0.0010752958,0.00009309367,0.000045543784,0.0022195152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974454,0.00022078119,0.0013577369,0.00040538807,0.00017242075,0.00039826252],"domain_scores_gemma":[0.99724895,0.00095741294,0.00083351595,0.0006060947,0.0001924014,0.00016160114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013594537,0.00023610952,0.0013395266,0.00021265808,0.000396063,0.000010414514,0.0005604404,0.00009968749,0.00060143],"category_scores_gemma":[0.00034289586,0.00017228154,0.0006117144,0.0003547217,0.000051722298,0.00013590128,0.00030823692,0.0001905019,0.00008055448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003578997,0.00074819964,0.54685473,0.030145764,0.03033475,8.667162e-7,0.06710199,0.002327967,0.005178798,0.059751328,0.12483216,0.13236552],"study_design_scores_gemma":[0.0042502536,0.0006314516,0.44142717,0.036100104,0.054809976,3.0103234e-7,0.0076914146,0.0047432147,0.0005079106,0.059222974,0.38760158,0.003013654],"about_ca_topic_score_codex":0.004493121,"about_ca_topic_score_gemma":0.004945359,"teacher_disagreement_score":0.26276943,"about_ca_system_score_codex":0.00014289559,"about_ca_system_score_gemma":0.00021527268,"threshold_uncertainty_score":0.70254374},"labels":[],"label_agreement":null},{"id":"W2146033251","doi":"10.7202/011538ar","title":"Non-Standard Work and Benefits","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Receipt; Disadvantaged; Work (physics); Demographic economics; Business; Economics; Engineering; Accounting; Economic growth","score_opus":0.06212017863984487,"score_gpt":0.3541688744353022,"score_spread":0.29204869579545734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146033251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8871001,0.0014731924,0.00010047935,0.040350255,0.00021379683,0.00040526915,0.000021132384,0.000107401,0.07022837],"genre_scores_gemma":[0.9731467,0.00027474976,0.0002842345,0.00030333552,0.0004042949,0.00005123406,0.000012270058,0.00001474121,0.025508463],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991707,0.00004392263,0.0002656658,0.00015054422,0.00012043293,0.00024871266],"domain_scores_gemma":[0.9993705,0.0002650613,0.00007704957,0.00013900721,0.0000766278,0.000071740054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019168828,0.000101873076,0.00013769463,0.00007693266,0.0011864583,0.0000076114366,0.000053784912,0.00023349319,0.0005367259],"category_scores_gemma":[0.000087667555,0.00008798596,0.000023318342,0.0002500993,0.000055887594,0.00010804589,0.000087036366,0.00048884324,0.0002779167],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015873968,0.000012181265,0.8040845,0.0000018829212,0.000027810142,3.8503845e-7,0.0023118851,0.000089818444,8.388115e-7,0.009402661,0.14606453,0.03798763],"study_design_scores_gemma":[0.00053131144,0.000025139336,0.23339412,0.00011909674,0.000025708196,2.3374957e-7,0.0012934947,0.000011766232,0.000014791183,0.0002250464,0.7642382,0.000121138204],"about_ca_topic_score_codex":0.000018923149,"about_ca_topic_score_gemma":0.000058189577,"teacher_disagreement_score":0.6181736,"about_ca_system_score_codex":0.00006443367,"about_ca_system_score_gemma":0.000079733385,"threshold_uncertainty_score":0.91253984},"labels":[],"label_agreement":null},{"id":"W2146053778","doi":"10.3280/mm2015-001006","title":"The promise of utilizing civil society actors to achieve citizenship for migrant farm workers in Canada","year":2015,"lang":"en","type":"article","venue":"MONDI MIGRANTI","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Civil society; Migrant workers; Political science; Farm workers; Sociology; Political economy; Law; Economic growth; Geography; Economics; Agriculture; Archaeology; Politics","score_opus":0.09556921363700228,"score_gpt":0.36539611573544684,"score_spread":0.26982690209844457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146053778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98426795,0.0008496764,0.000031499098,0.011040186,0.00062471064,0.0018014527,0.000074701326,0.000030109913,0.0012796891],"genre_scores_gemma":[0.99677217,0.00004210862,0.00013044944,0.00064235507,0.000087787215,0.00037868088,0.00001074907,0.000030563704,0.001905144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979096,0.00017339592,0.0005525844,0.0002491165,0.00032288564,0.0007923877],"domain_scores_gemma":[0.9983482,0.0008409958,0.0001758969,0.0002784811,0.00017301319,0.00018346286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063435,0.0001931079,0.0003628586,0.000044900742,0.00059123494,0.0000069763737,0.00027074912,0.00008715886,0.0000066584926],"category_scores_gemma":[0.0003082708,0.00013188705,0.0001335429,0.00032531263,0.000059670896,0.00002416293,0.00012655911,0.00029006507,0.0000043261352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003232393,0.000016001355,0.77474725,0.0001270072,0.00007956054,0.0000016022308,0.027268508,0.000012825863,0.00014889878,0.00009940584,0.19597271,0.0012029696],"study_design_scores_gemma":[0.0051242327,0.0003197003,0.5435614,0.00094315835,0.0001027892,4.956671e-7,0.19273132,0.00027408442,0.00033711974,0.0026594354,0.25329977,0.000646484],"about_ca_topic_score_codex":0.7367935,"about_ca_topic_score_gemma":0.98831946,"teacher_disagreement_score":0.2515259,"about_ca_system_score_codex":0.00044601303,"about_ca_system_score_gemma":0.0013058649,"threshold_uncertainty_score":0.5378198},"labels":[],"label_agreement":null},{"id":"W2146369177","doi":"10.5539/ass.v9n9p107","title":"A Study on the Interplay between the Constructs of Quality of Work life: With Special Reference to IT Professionals in Bangalore City","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Productivity; Quality of working life; Newspaper; Quality (philosophy); Business; Control (management); Public relations; Marketing; Job satisfaction; Knowledge management; Computer science; Psychology; Management; Political science; Economic growth; Social psychology; Economics; Advertising; Engineering","score_opus":0.15749096282163935,"score_gpt":0.48568369568719816,"score_spread":0.32819273286555883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146369177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8582659,0.0000017685782,0.000002353736,0.034739595,0.000121562276,0.0015609341,0.000012709783,0.00000727805,0.105287954],"genre_scores_gemma":[0.99843806,3.178834e-7,0.00001710523,0.0009251011,0.0002475106,0.00015775808,4.8691425e-7,0.0000042234637,0.00020944841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973739,0.00081526564,0.00049789273,0.00023699044,0.00072290644,0.0003530904],"domain_scores_gemma":[0.9981525,0.00090854254,0.0003302649,0.00023723705,0.00030071125,0.00007073852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002690742,0.00010983136,0.0003117717,0.00006177305,0.001130399,0.0000106336265,0.00062998646,0.000054410364,0.00023277533],"category_scores_gemma":[0.0009029528,0.000051387236,0.000026054759,0.0012022152,0.0010041406,0.00010312152,0.00035401076,0.0004161006,0.000029282015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049681297,0.00008110012,0.8922364,0.0000094509915,0.000012611424,1.7129406e-7,0.09013779,1.2556705e-8,0.000022705308,0.010806346,0.004166288,0.0024774154],"study_design_scores_gemma":[0.00019760033,0.000117162934,0.8448677,0.00015073334,0.000004454104,9.437921e-9,0.153742,1.2054293e-8,0.000020610263,0.000729101,0.00011497764,0.00005563048],"about_ca_topic_score_codex":0.00077737216,"about_ca_topic_score_gemma":0.0011344214,"teacher_disagreement_score":0.1401722,"about_ca_system_score_codex":0.00007444778,"about_ca_system_score_gemma":0.00041206757,"threshold_uncertainty_score":0.8694229},"labels":[],"label_agreement":null},{"id":"W2146386784","doi":"10.7202/026317ar","title":"Le travail des soins à domicile en Ontario, creuset de nouvelles formes de discrimination à l’endroit des femmes?","year":2000,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0714721936643696,"score_gpt":0.39430681739767653,"score_spread":0.32283462373330696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146386784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91290003,0.00695488,0.0010589232,0.029997097,0.0006143187,0.0010370747,0.00026829122,0.00024983587,0.046919547],"genre_scores_gemma":[0.74534625,0.005992683,0.0011835047,0.00049873727,0.000308206,0.00021330403,0.0002852197,0.00010662305,0.24606548],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99262214,0.0038163043,0.001371272,0.00049521815,0.00031396918,0.0013810812],"domain_scores_gemma":[0.9975904,0.0007799368,0.00056372234,0.000515782,0.000283485,0.00026664571],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003040471,0.0005563267,0.0008649515,0.00017527798,0.0035697087,0.00015332243,0.0006491492,0.0007812706,0.0058875754],"category_scores_gemma":[0.0003742515,0.00064171775,0.0008981705,0.00029688483,0.00090911833,0.0009375701,0.00037330878,0.0015554505,0.00035084537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031366962,0.0020060004,0.05644106,0.004494527,0.0006102519,0.000037878748,0.37708852,0.000042701635,0.00013168,0.06423287,0.024083491,0.47051737],"study_design_scores_gemma":[0.0043445644,0.00072091626,0.58759856,0.013259333,0.00054892263,0.00007335919,0.07125093,0.00011729282,0.00012805633,0.070321836,0.25061074,0.0010255117],"about_ca_topic_score_codex":0.24081716,"about_ca_topic_score_gemma":0.7665538,"teacher_disagreement_score":0.5311575,"about_ca_system_score_codex":0.0034212754,"about_ca_system_score_gemma":0.0014187868,"threshold_uncertainty_score":0.9996034},"labels":[],"label_agreement":null},{"id":"W2146434498","doi":"10.12927/cjnl.2001.19122","title":"Perspective: Economically Speaking About Nurse Staffing","year":2001,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Staffing; Nursing; Economic shortage; Health care; State (computer science); Nursing shortage; Public relations; Business; Psychology; Nurse education; Medicine; Political science; Economics; Economic growth; Computer science","score_opus":0.2706147188951634,"score_gpt":0.43455231057440974,"score_spread":0.16393759167924632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146434498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41798955,0.0016602182,0.00041150345,0.08358667,0.0022005632,0.00059339957,0.00000411059,0.00050948886,0.4930445],"genre_scores_gemma":[0.9836312,0.000039737493,0.00025863515,0.0020028749,0.0014632646,0.000029783188,0.000005510529,0.00005610888,0.012512905],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99777806,0.00026366743,0.0003955879,0.0004107112,0.0001760608,0.000975908],"domain_scores_gemma":[0.9989274,0.0003346425,0.00016882303,0.00028035298,0.00015230323,0.00013646514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043963612,0.0002251404,0.00030770447,0.00014381637,0.0012128191,0.000026394608,0.00020285643,0.00017980092,0.0008016709],"category_scores_gemma":[0.00020748007,0.00021954389,0.0001031664,0.00018638004,0.000213065,0.0002173418,0.00002087173,0.00068228575,0.0007114453],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058186403,0.00045804543,0.39710566,0.00021338972,0.00021099145,0.000059353588,0.3484025,0.000033441236,0.0005884321,0.11722151,0.059697982,0.07542684],"study_design_scores_gemma":[0.0021251838,0.00016207343,0.30050516,0.0028191477,0.000108192464,0.0000109005605,0.6062243,0.00012151604,0.000034378143,0.008086824,0.079068825,0.0007334961],"about_ca_topic_score_codex":0.000243989,"about_ca_topic_score_gemma":0.00023945051,"teacher_disagreement_score":0.56564164,"about_ca_system_score_codex":0.0010048345,"about_ca_system_score_gemma":0.000119638535,"threshold_uncertainty_score":0.93281466},"labels":[],"label_agreement":null},{"id":"W2146547984","doi":"10.18192/uojm.v4i2.1154","title":"Low Cost Community Health Interventions to Address the Mental Health Crisis Arising From Greece’s Financial Austerity Measures","year":2014,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Austerity; Mental health; Financial crisis; Suicide rates; Psychological intervention; Depression (economics); Order (exchange); Work (physics); Political science; Business; Psychiatry; Medicine; Economic growth; Economics; Environmental health; Finance; Suicide prevention; Poison control; Engineering","score_opus":0.08570394154508557,"score_gpt":0.3935447009368801,"score_spread":0.30784075939179456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146547984","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4404214,0.0013178777,0.023397557,0.5296875,0.002308983,0.0010642543,0.00019884965,0.00003202788,0.001571557],"genre_scores_gemma":[0.99219453,0.00045537163,0.00030398002,0.0063545923,0.00043141478,3.453118e-7,0.000019638226,0.000009464132,0.00023063301],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9958659,0.002453784,0.000768239,0.00010603817,0.000490702,0.00031537583],"domain_scores_gemma":[0.99725,0.0005342813,0.001225803,0.00027883844,0.00042410212,0.00028692553],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004744484,0.00013960735,0.00070735224,0.00019337147,0.0025313122,0.0000033142867,0.0005243389,0.00006665134,0.00027727117],"category_scores_gemma":[0.0005587617,0.000102468155,0.00016491051,0.00018832218,0.0002530154,0.00011089755,0.00024921188,0.0010400489,0.000007051045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025360333,0.0002805531,0.07175075,0.00044513898,0.00014594987,0.0000037292468,0.070815146,0.000009851706,0.000030861836,0.00053847133,0.83429813,0.021427792],"study_design_scores_gemma":[0.0065257642,0.0024030854,0.5837702,0.009434015,0.00014699058,0.0000066750154,0.11155657,0.000011565687,0.0000135861965,0.0005935776,0.28535774,0.00018024378],"about_ca_topic_score_codex":0.037626654,"about_ca_topic_score_gemma":0.056226406,"teacher_disagreement_score":0.5517732,"about_ca_system_score_codex":0.00036229743,"about_ca_system_score_gemma":0.00028847283,"threshold_uncertainty_score":0.99876726},"labels":[],"label_agreement":null},{"id":"W2146607748","doi":"10.1111/1467-9566.12315","title":"Anxious? Depressed? You might be suffering from capitalism: contradictory class locations and the prevalence of depression and anxiety in the <scp>USA</scp>","year":2015,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Social class; Anxiety; Socioeconomic status; Depression (economics); Psychology; Construct (python library); Odds; Class (philosophy); Politics; Capitalism; Demography; Demographic economics; Social psychology; Sociology; Psychiatry; Logistic regression; Political science; Medicine; Economics","score_opus":0.047917538584414,"score_gpt":0.35659487663614003,"score_spread":0.30867733805172604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146607748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366552,0.048471056,0.00006848,0.012826624,0.00039068816,0.0011104996,0.00009171859,0.000019438343,0.00036624548],"genre_scores_gemma":[0.9893592,0.008044116,0.000024444322,0.0020648811,0.0000970948,0.00025651042,0.000019822844,0.000014180789,0.00011974237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99550384,0.002779646,0.00073754945,0.00032173746,0.00020984984,0.00044736124],"domain_scores_gemma":[0.99523336,0.0036211053,0.0005429921,0.00035991028,0.00015225458,0.000090409696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030893316,0.00018018785,0.00060444354,0.000056387824,0.0009599398,0.0000031511513,0.00027895585,0.00025327195,0.0000080416385],"category_scores_gemma":[0.0005763968,0.0001055278,0.000045297602,0.000087077875,0.0021030367,0.00009264205,0.00019031328,0.00056473486,0.0000013213001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033897864,0.000041413,0.77407014,0.00048084286,0.000038087433,4.6314054e-7,0.21824332,0.0000032908617,0.000023160714,0.0030711063,0.0034536733,0.0005405961],"study_design_scores_gemma":[0.0028048174,0.00008015051,0.89349794,0.00023842789,0.000057055513,0.0000016001363,0.09059319,0.000051470382,0.000021875354,0.0064335796,0.0061597936,0.000060080947],"about_ca_topic_score_codex":0.00540464,"about_ca_topic_score_gemma":0.0013307825,"teacher_disagreement_score":0.12765013,"about_ca_system_score_codex":0.000056856443,"about_ca_system_score_gemma":0.0002732189,"threshold_uncertainty_score":0.8170235},"labels":[],"label_agreement":null},{"id":"W2147079186","doi":"10.1093/eurpub/ckq190","title":"Yearly incidence of mental disorders in economically inactive young adults","year":2010,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mental health; Depression (economics); Workforce; Medicine; Harm; Psychiatry; Incidence (geometry); Young adult; Alcohol abuse; Psychology; Gerontology; Political science","score_opus":0.04194666143604313,"score_gpt":0.36757686766248926,"score_spread":0.3256302062264461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147079186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618339,0.00009362806,0.00013323648,0.019596504,0.0011188574,0.00026863514,0.000010200834,0.000010035639,0.016935004],"genre_scores_gemma":[0.9984433,0.00033659505,0.00032615697,0.00041980876,0.0002624644,0.0000020442658,0.000002214815,0.000022141016,0.00018529847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584496,0.0022235261,0.0011590123,0.0001309985,0.00020662874,0.00043485375],"domain_scores_gemma":[0.9981567,0.00018252249,0.0010662022,0.00014343174,0.0001917718,0.0002593233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008198394,0.00010938655,0.00033696086,0.00024556683,0.00020585477,0.000008876727,0.00030094144,0.000031697757,0.00017987697],"category_scores_gemma":[0.0005440164,0.000090957,0.00006920773,0.00015763739,0.000097072545,0.0003542436,0.00013270882,0.0010468543,0.000046001744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060344195,0.0001765991,0.89459485,0.00008357473,0.000035255194,0.000008228872,0.033615507,4.5092233e-7,0.0001197409,0.0010066107,0.0035861433,0.06671272],"study_design_scores_gemma":[0.001484541,0.00047579774,0.97172546,0.00020673739,0.000002044267,0.000004958298,0.006871242,0.0000058645633,0.0000022515346,0.00009338411,0.01904991,0.00007780547],"about_ca_topic_score_codex":0.00054436666,"about_ca_topic_score_gemma":0.005075977,"teacher_disagreement_score":0.07713064,"about_ca_system_score_codex":0.00017780681,"about_ca_system_score_gemma":0.0006730554,"threshold_uncertainty_score":0.45481193},"labels":[],"label_agreement":null},{"id":"W2147352545","doi":"10.1016/j.jhealeco.2009.11.009","title":"Does graded return-to-work improve sick-listed workers’ chance of returning to regular working hours?","year":2009,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sick leave; Working hours; Hourly wage; Danish; Work (physics); Working time; Wage; Medicine; Work hours; Absenteeism; Family medicine; Psychology; Labour economics; Economics; Physical therapy; Social psychology","score_opus":0.057847505081500245,"score_gpt":0.3701901827674235,"score_spread":0.3123426776859233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147352545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8674597,0.001044819,0.0002135953,0.12677501,0.0034081284,0.00079429266,0.0000063547536,0.00002907248,0.0002690166],"genre_scores_gemma":[0.98535347,0.00057690125,0.0029178113,0.008392438,0.00168875,0.000012546267,0.0000023339499,0.00003938344,0.0010163893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649465,0.0003454721,0.0018702421,0.0002835597,0.00018719869,0.00081885146],"domain_scores_gemma":[0.99590933,0.00032097605,0.0026981174,0.0003591939,0.0002814459,0.0004309224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027552801,0.00025823532,0.0010834754,0.00033615707,0.00063835894,0.000023755869,0.00037098647,0.00017441496,0.000021273292],"category_scores_gemma":[0.00027167174,0.00018433789,0.00018969682,0.00035528536,0.000034783276,0.00019194189,0.00010480942,0.00087815814,0.000010156341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030592699,0.0003050364,0.6705771,0.00081941177,0.00055590447,0.000028608603,0.07717175,0.00043131554,0.0012481787,0.0014903053,0.07210843,0.1722047],"study_design_scores_gemma":[0.0050865943,0.004092121,0.8037775,0.012610873,0.0001579328,0.0000139763915,0.025508724,0.00003525972,0.0013441538,0.0070727873,0.13907371,0.0012263196],"about_ca_topic_score_codex":0.000053294112,"about_ca_topic_score_gemma":0.00012973166,"teacher_disagreement_score":0.17097838,"about_ca_system_score_codex":0.0006334349,"about_ca_system_score_gemma":0.00048483815,"threshold_uncertainty_score":0.75170803},"labels":[],"label_agreement":null},{"id":"W2148433031","doi":"10.1016/j.gaceta.2010.09.013","title":"Welfare state, labour market inequalities and health. In a global context: An integrated framework. SESPAS report 2010","year":2010,"lang":"en","type":"article","venue":"Gaceta Sanitaria","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Institute of Population and Public Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Welfare state; Context (archaeology); Inequality; State (computer science); Welfare; Political science; Economics; Computer science; Geography; Mathematics; Law; Politics","score_opus":0.04671751792161006,"score_gpt":0.39670188868281675,"score_spread":0.3499843707612067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148433031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94101644,0.0005684437,0.00006850601,0.04928734,0.002752546,0.0010889665,0.00053180376,0.0002374452,0.004448508],"genre_scores_gemma":[0.9879757,0.00015935207,0.0010742372,0.0035573828,0.0002570011,0.0001468283,0.00015235836,0.000040417897,0.0066367113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996683,0.0006721054,0.0010234951,0.00053557166,0.00024192636,0.00084388093],"domain_scores_gemma":[0.9982066,0.00024891153,0.0003902858,0.00057685864,0.000291852,0.00028549295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002175635,0.00033903855,0.00066097284,0.00011789559,0.00088649814,0.000042652544,0.00021742823,0.00036711618,0.0019846591],"category_scores_gemma":[0.000818991,0.0002927493,0.000047345668,0.00036623058,0.00016563555,0.00030739963,0.00024097825,0.0016486252,0.00003981931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019830342,0.00012264923,0.8902,0.00019674253,0.00006315057,0.00009271426,0.007931277,2.933287e-7,0.000010035922,0.05195813,0.043266,0.0059606666],"study_design_scores_gemma":[0.00089629367,0.00014547657,0.7988314,0.00020586637,0.000010714804,0.000019807774,0.015822222,0.00001265448,8.51746e-7,0.017143784,0.16663164,0.000279266],"about_ca_topic_score_codex":0.04197315,"about_ca_topic_score_gemma":0.23930448,"teacher_disagreement_score":0.19733132,"about_ca_system_score_codex":0.0001682583,"about_ca_system_score_gemma":0.0004514172,"threshold_uncertainty_score":0.99995244},"labels":[],"label_agreement":null},{"id":"W2148647545","doi":"","title":"Investigating the Outcome Performance of a WISE Delivering Employability Programmes to the Unemployed","year":2012,"lang":"en","type":"article","venue":"NECTAR - Northampton Electronic Collection of Thesis and Research (University of Northampton)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Employability; Unemployment; Scale (ratio); Psychology; Outcome (game theory); Economic growth; Economics; Pedagogy","score_opus":0.07907385376014896,"score_gpt":0.3729593505903828,"score_spread":0.29388549683023385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148647545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993077,0.00046341913,0.0000364589,0.00428711,0.000091537215,0.0014876627,0.0000109111015,0.000035046134,0.0005108744],"genre_scores_gemma":[0.99788123,0.000560162,0.0001177801,0.00003730541,0.000080885955,0.00002543048,0.0000039268425,0.000016791802,0.0012765124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966749,0.00088223955,0.00047387386,0.0002858515,0.0007170677,0.0009660646],"domain_scores_gemma":[0.99706703,0.0012694404,0.0003578285,0.00045581957,0.0006903056,0.00015960142],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040210434,0.0001883849,0.0004548253,0.0002849133,0.0028315387,0.0000068749423,0.00047409933,0.00012142996,0.0001125456],"category_scores_gemma":[0.0004571128,0.00012994822,0.00016522978,0.0014437985,0.0006834917,0.0002186156,0.0005242693,0.0008171881,0.000005653321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024047057,0.00012251886,0.9769353,0.0002402683,0.00015979148,1.2043236e-7,0.015532734,0.00003593694,0.00043389937,0.0004126224,0.0006128398,0.0052734823],"study_design_scores_gemma":[0.00061582564,0.0009491167,0.9745221,0.00014729208,0.00007386808,0.000001544467,0.008270362,0.00020052423,0.00036294127,0.00010482478,0.014593355,0.00015820623],"about_ca_topic_score_codex":0.01044059,"about_ca_topic_score_gemma":0.018964587,"teacher_disagreement_score":0.013980515,"about_ca_system_score_codex":0.0002569025,"about_ca_system_score_gemma":0.00039285043,"threshold_uncertainty_score":0.9989368},"labels":[],"label_agreement":null},{"id":"W2148770978","doi":"10.7202/1031489ar","title":"Salaires et productivité du travail au Canada depuis le début du 20e siècle : les travailleurs bénéficient-ils de la croissance économique?","year":2015,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05571872000339707,"score_gpt":0.3057883066421645,"score_spread":0.25006958663876744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148770978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.718031,0.010450374,0.00035968865,0.24067321,0.0017100768,0.000835395,0.0002043553,0.00012633638,0.027609594],"genre_scores_gemma":[0.933683,0.00131729,0.00020705674,0.00040131452,0.0013508021,0.00015398594,0.000058998958,0.000085370906,0.062742226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459577,0.0024174554,0.0008734116,0.0006397928,0.00031242167,0.0011611716],"domain_scores_gemma":[0.9959664,0.00218776,0.00043198292,0.0004987974,0.00038293537,0.00053216756],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025102068,0.00047643244,0.0005363506,0.00016451045,0.0025800902,0.00006789076,0.0003467008,0.0009362925,0.00020385487],"category_scores_gemma":[0.0030459817,0.0005040248,0.000117467695,0.0005614713,0.0010119024,0.0004023348,0.00020310367,0.0018117871,0.00008764417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003345509,0.00023826132,0.47139457,0.00002607985,0.00011649089,0.000022170645,0.009468663,0.0028910039,0.00001213914,0.016062835,0.49083734,0.008896978],"study_design_scores_gemma":[0.0012578997,0.00010210213,0.31139907,0.000404572,0.0001311722,0.000021747735,0.02671514,0.0004131364,0.00020230234,0.00059683423,0.65825164,0.0005043938],"about_ca_topic_score_codex":0.8415162,"about_ca_topic_score_gemma":0.77698857,"teacher_disagreement_score":0.2402719,"about_ca_system_score_codex":0.001956463,"about_ca_system_score_gemma":0.017880406,"threshold_uncertainty_score":0.99974114},"labels":[],"label_agreement":null},{"id":"W2148939778","doi":"10.2190/hs.40.2.d","title":"A Micro-Level Model of Employment Relations and Health Inequalities","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Inequality; CLARITY; Context (archaeology); Social inequality; Social class; Demographic economics; Sociology; Economics; Geography; Mathematics","score_opus":0.13346121101426642,"score_gpt":0.4632436017257626,"score_spread":0.3297823907114962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148939778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9003831,0.0017312187,0.0006829261,0.09451074,0.0017254874,0.00028163297,0.00015070093,0.000017412034,0.0005167814],"genre_scores_gemma":[0.9869512,0.0010901185,0.004383618,0.0064822603,0.0003542244,0.000010175436,0.00001538248,0.000016195048,0.0006968717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738115,0.00018269672,0.0015544844,0.000117383075,0.0004968352,0.00026742514],"domain_scores_gemma":[0.9967608,0.00022159774,0.001883688,0.00011134551,0.0008805297,0.00014205613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019548996,0.00012482845,0.00040855282,0.00026767745,0.00038482796,0.000011277029,0.00029835102,0.0000728666,0.00008747319],"category_scores_gemma":[0.000027904081,0.00010076545,0.000068831134,0.00006763168,0.000054659806,0.00025626825,0.00014585775,0.00050804834,0.0000062980066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000193887,0.00030893553,0.8692838,0.0012543701,0.00042411895,0.0000030061562,0.07708401,0.00015136374,0.0011186092,0.033986457,0.006461963,0.009729476],"study_design_scores_gemma":[0.0045760903,0.00074814283,0.9012074,0.0037472616,0.000042284802,0.000039521336,0.02717126,0.0014366739,0.000117384574,0.02918958,0.03137159,0.0003528365],"about_ca_topic_score_codex":0.0035342667,"about_ca_topic_score_gemma":0.004871633,"teacher_disagreement_score":0.08802848,"about_ca_system_score_codex":0.00012098765,"about_ca_system_score_gemma":0.00080952,"threshold_uncertainty_score":0.53427774},"labels":[],"label_agreement":null},{"id":"W2149548364","doi":"10.5539/ibr.v3n3p133","title":"The Feasibility of Job Sharing as a Mechanism to Balance Work and Life of Female Entrepreneurs","year":2010,"lang":"en","type":"article","venue":"International Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Tehran","keywords":"Notice; Business; Balance (ability); Job attitude; Work (physics); Productivity; Marketing; Psychology; Job satisfaction; Job performance; Social psychology; Economics; Political science; Economic growth","score_opus":0.18482748009980524,"score_gpt":0.504705386164087,"score_spread":0.3198779060642818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149548364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973059,0.000052171676,0.000033280954,0.020359911,0.00065089134,0.00044459038,0.000012700132,0.000011119212,0.0053763413],"genre_scores_gemma":[0.9962572,0.00009803925,0.000059687485,0.000077027165,0.00015631877,0.000090805224,0.0000023395578,0.000008454444,0.0032501516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998466,0.00011697734,0.00031527306,0.00022027755,0.0006266644,0.00025479536],"domain_scores_gemma":[0.99672973,0.0010723674,0.00008616621,0.00027909485,0.0017568877,0.00007577903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015953442,0.000066255365,0.00013730292,0.00011683579,0.00039765265,0.0000158626,0.0004454676,0.00005695494,0.00025216537],"category_scores_gemma":[0.004294671,0.00004597915,0.000023473407,0.00036231533,0.00017013894,0.00006436999,0.00084085163,0.0003999183,0.000029180252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019949755,0.000033412685,0.9670522,0.000056168265,0.000027613642,9.0681897e-7,0.00093360455,0.000001346975,0.0031251148,0.027495533,0.00065561786,0.0004189791],"study_design_scores_gemma":[0.00027035066,0.000022607255,0.98625374,0.00012213353,0.000002101613,2.2645938e-7,0.00051631674,0.000008316652,0.00039184812,0.010107454,0.0022629322,0.000041977106],"about_ca_topic_score_codex":0.00081949006,"about_ca_topic_score_gemma":0.0004850128,"teacher_disagreement_score":0.023198182,"about_ca_system_score_codex":0.000031194544,"about_ca_system_score_gemma":0.00013346189,"threshold_uncertainty_score":0.5141432},"labels":[],"label_agreement":null},{"id":"W2149569110","doi":"10.1136/jech.2004.032649","title":"A glossary for the social epidemiology of work organisation: part 2 Terms from the sociology of work and organisations","year":2006,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Social Innovation; Centre for Addiction and Mental Health","funders":"","keywords":"Alienation; Sociology; Anomie; Glossary; Autonomy; Capitalism; Identity (music); Social alienation; Industrial sociology; Social psychology; Work (physics); Epistemology; Social science; Psychology; Aesthetics; Law; Political science","score_opus":0.24255297209855453,"score_gpt":0.4854474931960849,"score_spread":0.24289452109753035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149569110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6394698,0.007730192,0.0029993663,0.34817168,0.00072937564,0.0006416899,0.00009918567,0.000013618354,0.00014506649],"genre_scores_gemma":[0.97988707,0.0017288221,0.002320793,0.014383636,0.0014766667,0.000040362767,0.000063190426,0.000022783302,0.000076704266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9768921,0.019139677,0.0031111296,0.00015590213,0.00009919203,0.0006019701],"domain_scores_gemma":[0.8692383,0.12572853,0.0041280864,0.00047512693,0.00035362094,0.00007630744],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024521621,0.0002070502,0.0016570205,0.00006880887,0.0037855853,9.760269e-7,0.00059176143,0.00039095318,0.00011146612],"category_scores_gemma":[0.011269242,0.0001152328,0.00024859438,0.0001959217,0.0021040982,0.000058908896,0.00028872912,0.0020493718,0.0000022606891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021632203,0.00009334649,0.8274984,0.00006946594,0.00022972857,1.0365778e-7,0.013765684,0.00001317875,0.0000043705727,0.020346945,0.13693008,0.0008324091],"study_design_scores_gemma":[0.00076074415,0.00032765872,0.84671414,0.00015282597,0.000111005786,0.0000019524073,0.010219823,0.0000027225612,8.330995e-7,0.11767385,0.023966653,0.00006780263],"about_ca_topic_score_codex":0.0069212443,"about_ca_topic_score_gemma":0.0030065777,"teacher_disagreement_score":0.3404172,"about_ca_system_score_codex":0.00019652605,"about_ca_system_score_gemma":0.0005859587,"threshold_uncertainty_score":0.9996917},"labels":[],"label_agreement":null},{"id":"W2150049159","doi":"10.1503/cmaj.090736","title":"Temporary migration, chronic effects: the health of international migrant workers in Canada: Table 1:","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"WorkSafeBC; Public Health Agency; Public Health Agency of Canada","keywords":"Migrant workers; Table (database); Work (physics); Medicine; Political science; Demographic economics; Economic growth; Computer science; Economics; Engineering; Data mining","score_opus":0.020180743537401,"score_gpt":0.2998377549765733,"score_spread":0.27965701143917227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150049159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7140185,0.003323196,0.000052316318,0.26731965,0.0061804946,0.0006936577,0.00007795215,0.000014618212,0.0083195865],"genre_scores_gemma":[0.9854702,0.00047358545,0.000017220369,0.012010103,0.00086279877,0.000037035916,0.000015128492,0.000012381885,0.0011015444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725336,0.00056828425,0.0007307088,0.00009764613,0.00084794516,0.00050207943],"domain_scores_gemma":[0.99821883,0.00041590538,0.0005094954,0.00008208575,0.00028443665,0.0004892355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022736066,0.00009114547,0.0002303759,0.00012397746,0.0005159191,0.000005401365,0.0002832065,0.00012658836,0.0017987965],"category_scores_gemma":[0.0009776491,0.00006492041,0.00003675773,0.0002815141,0.000028027274,0.00008871719,0.000024725608,0.00095789885,0.000013416009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000005085484,0.0000065241493,0.67666,0.00001537055,0.00004991369,0.000018579683,0.0017285297,6.8845327e-7,1.959665e-7,0.00004598096,0.31885406,0.0026150807],"study_design_scores_gemma":[0.00057779223,0.00003397032,0.7381636,0.0002718922,0.000004494543,0.0000034789389,0.0044288756,0.000044173394,0.0000010511901,0.0000769464,0.2563352,0.000058567468],"about_ca_topic_score_codex":0.99456847,"about_ca_topic_score_gemma":0.9998291,"teacher_disagreement_score":0.27145168,"about_ca_system_score_codex":0.006562057,"about_ca_system_score_gemma":0.042440638,"threshold_uncertainty_score":0.9991137},"labels":[],"label_agreement":null},{"id":"W2151295578","doi":"","title":"Changing Work Organisation and Skill Requirements","year":2006,"lang":"en","type":"article","venue":"Minerva Access (University of Melbourne)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Work (physics); Business; Knowledge management; Process management; Public relations; Political science; Engineering; Computer science; Mechanical engineering","score_opus":0.059426296937838144,"score_gpt":0.34302322761565657,"score_spread":0.28359693067781844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151295578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98257,0.00015526445,0.0007649158,0.0037832751,0.0001893471,0.00022636923,0.0000048065745,0.000053406573,0.012252602],"genre_scores_gemma":[0.97948205,0.000063779415,0.00026007704,0.000106788095,0.0001411938,6.195742e-7,0.000016635304,0.000009935749,0.019918926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914813,0.00008506034,0.00014704144,0.00016857927,0.00016890113,0.00028231237],"domain_scores_gemma":[0.99945426,0.00007934085,0.00019785973,0.00011894062,0.000106683474,0.000042896907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025932014,0.000097015625,0.00018906019,0.00017361343,0.00096777576,0.000008133503,0.00018509381,0.00008103772,0.0005035267],"category_scores_gemma":[0.000016106773,0.00010468885,0.000032968484,0.00029186095,0.00007453218,0.0004203011,0.00037090864,0.00011460637,0.000029184717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005470504,0.000058049034,0.9655323,0.00015401757,0.000050699335,0.000010077243,0.010851527,0.0000041304784,0.0004530871,0.0020294276,0.016342271,0.004459692],"study_design_scores_gemma":[0.0012093119,0.000026245702,0.9720638,0.00023470623,0.00006507479,3.9034165e-7,0.013123348,0.000025331326,0.000071838585,0.0011674507,0.011843442,0.00016910337],"about_ca_topic_score_codex":0.0016827476,"about_ca_topic_score_gemma":0.0009465366,"teacher_disagreement_score":0.0076663243,"about_ca_system_score_codex":0.000060979935,"about_ca_system_score_gemma":0.00002508826,"threshold_uncertainty_score":0.74434465},"labels":[],"label_agreement":null},{"id":"W2152071731","doi":"10.7202/000141ar","title":"L’éclatement de l’emploi traditionnel","year":2002,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.13121155186393207,"score_gpt":0.3508114349204963,"score_spread":0.21959988305656425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152071731","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18557326,0.036443915,0.0013072441,0.46312785,0.0042373794,0.0014626266,0.0003211821,0.00034624911,0.3071803],"genre_scores_gemma":[0.60882306,0.004980347,0.0003958795,0.00088174525,0.0013608978,0.00012888788,0.00004697524,0.000048483187,0.3833337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971485,0.0006318287,0.00075399794,0.0003354861,0.00028167045,0.00084847957],"domain_scores_gemma":[0.9981606,0.0008578797,0.00023796264,0.0003506861,0.00013850356,0.00025435985],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005096018,0.00029158732,0.00029631727,0.00019021484,0.002191923,0.000030411184,0.00017827508,0.0010057435,0.032932587],"category_scores_gemma":[0.0003459703,0.0003113205,0.0001408011,0.00059528643,0.00026326274,0.00030109505,0.00009523419,0.0016607987,0.0057870666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000458164,0.00035257897,0.056097534,0.000021680895,0.00018429346,0.000014237182,0.01325358,0.0002089133,0.0000055379683,0.06702323,0.8385768,0.02425703],"study_design_scores_gemma":[0.0010510137,0.00012363025,0.025734253,0.000652506,0.00024002667,0.000008477209,0.00859267,0.0013707688,0.000020262856,0.006475943,0.95534253,0.0003879389],"about_ca_topic_score_codex":0.0004127636,"about_ca_topic_score_gemma":0.00007680968,"teacher_disagreement_score":0.46224612,"about_ca_system_score_codex":0.0005575415,"about_ca_system_score_gemma":0.0001522209,"threshold_uncertainty_score":0.9999339},"labels":[],"label_agreement":null},{"id":"W2152315508","doi":"10.1177/0733464809339591","title":"The Impact of Work Interferences on Family Caregiver Outcomes","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Caregiver burden; Psychology; Scale (ratio); Sample (material); Work (physics); Regression analysis; Population; Gerontology; Medicine; Environmental health","score_opus":0.08487584925251097,"score_gpt":0.44227295965200664,"score_spread":0.3573971103994957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152315508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9398552,0.00054708036,0.000029890876,0.005023779,0.00055971276,0.00017316798,0.0000016692217,0.000008765708,0.053800724],"genre_scores_gemma":[0.9987193,0.00018174456,0.000036653484,0.00044468392,0.00016032152,0.000004426312,2.7570658e-7,0.000005263688,0.0004473746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986758,0.00012046741,0.0006395883,0.00008352972,0.00017155954,0.00030901414],"domain_scores_gemma":[0.99806595,0.0008323346,0.0007292117,0.00015381993,0.00016218622,0.00005647956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043870602,0.00013326733,0.000498419,0.000078590514,0.0003130992,0.0000039985757,0.00027037048,0.00011100294,0.000052017887],"category_scores_gemma":[0.00005663931,0.00006219504,0.000183681,0.00007951871,0.00010322262,0.000031374086,0.000034615972,0.00047642214,0.000018817547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008112208,0.00043971196,0.45366505,0.000034272456,0.0016341064,0.000029034307,0.04157039,0.00009904564,0.0008994076,0.041401397,0.3133106,0.13880476],"study_design_scores_gemma":[0.0010342611,0.0012935783,0.97989714,0.000071088565,0.00003876969,0.0000014690055,0.006507448,5.889592e-7,0.000022695347,0.00762068,0.003428591,0.00008366482],"about_ca_topic_score_codex":0.000054953867,"about_ca_topic_score_gemma":0.000044571414,"teacher_disagreement_score":0.5262321,"about_ca_system_score_codex":0.000100545,"about_ca_system_score_gemma":0.00011096028,"threshold_uncertainty_score":0.25362402},"labels":[],"label_agreement":null},{"id":"W2152478572","doi":"10.1037/0021-9010.91.2.330","title":"Job characteristics and off-job activities as predictors of need for recovery, well-being, and fatigue.","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":707,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Psychology; Job attitude; Job control; Job performance; Job satisfaction; Scale (ratio); Job analysis; Population; Applied psychology; Personnel psychology; Social psychology; Medicine; Work (physics); Environmental health; Engineering","score_opus":0.02839421736842339,"score_gpt":0.37675686567931244,"score_spread":0.34836264831088903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152478572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9557243,0.00027177983,0.00019338171,0.0019494361,0.0009536504,0.00035885096,0.000017579361,0.00001105462,0.040519956],"genre_scores_gemma":[0.99569905,0.001193174,0.00035344812,0.0008038312,0.000814719,0.000027476122,0.000004782511,0.00002294093,0.0010805707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868345,0.000064214524,0.000724832,0.00014196591,0.00012311315,0.00026241958],"domain_scores_gemma":[0.99846405,0.00047888965,0.0007805615,0.00010662504,0.000107470325,0.00006238788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045796324,0.0001437413,0.000504005,0.0001700271,0.00022905043,0.0000058983405,0.00008519909,0.00018685803,0.000057064746],"category_scores_gemma":[0.000037852453,0.00011678009,0.000057275694,0.000059145896,0.00015642008,0.00006517326,0.000044540782,0.0003145676,0.0000020226892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003768129,0.000182836,0.8232783,0.00046372946,0.00046489295,0.000008087759,0.0058984663,0.0000014294692,0.007265603,0.016730774,0.13172829,0.0102094775],"study_design_scores_gemma":[0.0038429892,0.0011053627,0.86945355,0.00015847791,0.00017083995,0.000021550964,0.0022104261,0.0000025557613,0.00019694271,0.027631762,0.09501639,0.00018914574],"about_ca_topic_score_codex":0.000023203573,"about_ca_topic_score_gemma":0.000025166672,"teacher_disagreement_score":0.046175275,"about_ca_system_score_codex":0.000020973872,"about_ca_system_score_gemma":0.00004270152,"threshold_uncertainty_score":0.47621536},"labels":[],"label_agreement":null},{"id":"W2152738008","doi":"10.1002/hec.1570","title":"The effect of education on health among US residents in relation to country of birth","year":2009,"lang":"en","type":"article","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Immigration; Allocative efficiency; Health education; Health policy; Demographic economics; Index (typography); Health care; Medicine; Economic growth; Social determinants of health; Environmental health; Political science; Economics; Law","score_opus":0.025549635647126197,"score_gpt":0.40492987305211053,"score_spread":0.37938023740498433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152738008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97465473,0.00049981,0.0000026117814,0.020711211,0.0006596911,0.0015019954,0.000014495152,0.000013616027,0.0019418626],"genre_scores_gemma":[0.9934435,0.0020503819,0.000022683804,0.0039296616,0.0000976821,0.00006577365,0.000015921072,0.000011095962,0.00036332067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980835,0.0004597314,0.0008951376,0.00016085707,0.0000718365,0.00032895003],"domain_scores_gemma":[0.9983589,0.0005885645,0.0006708906,0.00024687042,0.000037235874,0.00009755399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018177928,0.000098880904,0.00035150623,0.00013768794,0.0004249443,0.0000028386235,0.00009733664,0.00006715475,0.0000059310782],"category_scores_gemma":[0.00015376043,0.00007731769,0.000027968179,0.0001377606,0.000025301148,0.00006126498,0.00002346691,0.000222628,0.00001739947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024509325,0.00003848439,0.9614753,0.00033921548,0.0000056609492,2.6111216e-8,0.0023705452,0.00012418357,5.958612e-7,0.004677974,0.008714132,0.022008793],"study_design_scores_gemma":[0.0004826971,0.0010830146,0.9903606,0.00047753166,0.0000014898113,4.6823303e-8,0.0003906284,0.000029822633,0.00000710744,0.0006051723,0.0065135327,0.000048339145],"about_ca_topic_score_codex":0.0056752,"about_ca_topic_score_gemma":0.010661787,"teacher_disagreement_score":0.028885322,"about_ca_system_score_codex":0.00061259925,"about_ca_system_score_gemma":0.00069377763,"threshold_uncertainty_score":0.8579242},"labels":[],"label_agreement":null},{"id":"W2152739700","doi":"","title":"Baby Steps? Toward the Regulation of Temporary Help Agency Employment in Canada","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Agency (philosophy); Commission; Jurisdiction; Legislature; Context (archaeology); Normative; Political science; Public administration; Government (linguistics); Policy analysis; Public policy; Law; Sociology; Geography; Social science","score_opus":0.03077913195132489,"score_gpt":0.32877969210778557,"score_spread":0.2980005601564607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152739700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607101,0.0044309273,0.00009942612,0.03075327,0.0003577755,0.00044126326,0.0000039311776,0.000009951023,0.0031933354],"genre_scores_gemma":[0.9952633,0.002300378,0.0000066850344,0.0005477716,0.0002203994,0.000011281591,0.000006683418,0.0000105232875,0.0016329776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970172,0.00035415884,0.0006438089,0.0001305276,0.0003745263,0.0014797681],"domain_scores_gemma":[0.9992409,0.00011334999,0.00033672203,0.00016528604,0.000094405106,0.000049386483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015714933,0.00013392702,0.00023449723,0.00007858989,0.00040893117,0.0000039730025,0.00022623297,0.000054707012,0.00011517768],"category_scores_gemma":[0.000048578077,0.000088571556,0.000058754184,0.0002194548,0.000020196156,0.00010792883,0.000037606802,0.0015085049,0.0000045750216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001806926,0.00009303225,0.9080663,0.00003350498,0.00014965727,0.0000060238867,0.005163859,0.0000572176,0.00038965305,0.0351858,0.012086313,0.038587946],"study_design_scores_gemma":[0.00093360565,0.0003012151,0.85666835,0.00014308568,0.000020872681,0.000009855386,0.020570898,0.000018420309,0.000039202987,0.1174561,0.0036852038,0.00015321329],"about_ca_topic_score_codex":0.42892864,"about_ca_topic_score_gemma":0.89475197,"teacher_disagreement_score":0.46582332,"about_ca_system_score_codex":0.0025712945,"about_ca_system_score_gemma":0.00887776,"threshold_uncertainty_score":0.996741},"labels":[],"label_agreement":null},{"id":"W2152936555","doi":"10.18740/s4fs4b","title":"The Excluded, the Vulnerable and the Reintegrated in a Neoliberal Era: Qualitative Dimensions of the Unemployment Experience.","year":2009,"lang":"en","type":"article","venue":"Socialist studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Unemployment; Restructuring; Vulnerability (computing); Sample (material); Labour economics; Qualitative research; Job loss; Economics; Structural unemployment; Sociology; Demographic economics; Economic growth; Social science","score_opus":0.09612134851836435,"score_gpt":0.48295329746524157,"score_spread":0.3868319489468772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152936555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5885621,0.011416306,0.0000020103548,0.39419067,0.0007395034,0.0014935634,0.000013844425,0.00003347599,0.0035485844],"genre_scores_gemma":[0.98095477,0.004359975,0.000009805241,0.006526922,0.0001580298,0.000598207,0.0000011659467,0.00001122828,0.0073798923],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9947463,0.0035993834,0.0006257869,0.00021177635,0.00034695055,0.00046975326],"domain_scores_gemma":[0.99195075,0.0070729596,0.00032497654,0.0003359509,0.00029080853,0.000024527035],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030331528,0.00021385404,0.0004553846,0.00002204605,0.009844142,0.00001839488,0.00032959282,0.00006705689,0.00000825348],"category_scores_gemma":[0.0021342158,0.00006622661,0.00012395758,0.00043569767,0.0023497278,0.00005952293,0.00037442718,0.00082102144,0.0000030560407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001536781,0.000033091128,0.0058468883,0.000013571497,0.00018562542,5.638244e-7,0.8034676,0.0000023308476,0.00001629495,0.15097396,0.038902692,0.0004036981],"study_design_scores_gemma":[0.0015720256,0.00005853106,0.030589743,0.00018358951,0.0000624962,2.1178299e-7,0.8001612,0.00000745899,0.000022728236,0.15552148,0.011695479,0.0001251006],"about_ca_topic_score_codex":0.0028107523,"about_ca_topic_score_gemma":0.0060834857,"teacher_disagreement_score":0.39239272,"about_ca_system_score_codex":0.00012793101,"about_ca_system_score_gemma":0.00010237959,"threshold_uncertainty_score":0.9914449},"labels":[],"label_agreement":null},{"id":"W2153200443","doi":"10.1177/0020715210368841","title":"Falling at the bottom: Unskilled jobs at entry in the labor market in Spain over time and in a comparative perspective","year":2010,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Nationality; Demographic economics; Inequality; Perspective (graphical); Economics; Logistic regression; Order (exchange); Logit; Labour economics; Political science; Immigration; Geography; Econometrics","score_opus":0.0485538005825615,"score_gpt":0.44069717830951777,"score_spread":0.3921433777269563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153200443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96595716,0.0007950792,0.0000033570714,0.025202062,0.0005635488,0.00037373742,0.000021489233,0.000003478983,0.0070800795],"genre_scores_gemma":[0.99677646,0.00016272253,0.000036775604,0.0014043655,0.00030050907,0.00003478057,0.0000051268426,0.0000057490265,0.0012735226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654835,0.0020942695,0.00064966705,0.00016566354,0.00027656934,0.00026545124],"domain_scores_gemma":[0.9942654,0.004753601,0.00047658375,0.00008429804,0.00038777295,0.00003239131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001929167,0.0001586731,0.00046737853,0.0001964719,0.00023993426,0.000009607887,0.00036605928,0.00013466363,0.00088140625],"category_scores_gemma":[0.00023643515,0.0000912596,0.00007135928,0.00011496588,0.00052382203,0.00011426967,0.0002097327,0.001595397,0.000035049557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011159942,0.0001258622,0.79335916,0.000002664641,0.00016226422,0.000039581577,0.18758939,0.000035261935,0.0007220757,0.00791141,0.008922875,0.000013473323],"study_design_scores_gemma":[0.002601752,0.00009368422,0.9532972,0.00008595372,0.000010010461,0.000017401046,0.032994676,0.00028662552,0.000016372294,0.0071621216,0.0033381016,0.000096076445],"about_ca_topic_score_codex":0.00024452832,"about_ca_topic_score_gemma":0.013653872,"teacher_disagreement_score":0.15993808,"about_ca_system_score_codex":0.00052025606,"about_ca_system_score_gemma":0.00012610387,"threshold_uncertainty_score":0.96507806},"labels":[],"label_agreement":null},{"id":"W2153548027","doi":"10.3390/ijerph110606528","title":"Impact of the 2008 Economic and Financial Crisis on Child Health: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Alberta","funders":"Medical Research Council","keywords":"Disadvantaged; Recession; Environmental health; Public health; Medicine; Poison control; Global health; Suicide prevention; Qualitative research; Occupational safety and health; Inclusion (mineral); Psychology; Economic growth; Economics; Social science; Nursing; Sociology; Social psychology","score_opus":0.15760973704219527,"score_gpt":0.52616545836161,"score_spread":0.3685557213194147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153548027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025316534,0.9698951,0.0000022505878,0.027196465,0.00038585273,0.0017949863,0.000307974,0.0000023238988,0.00016186672],"genre_scores_gemma":[0.0033619308,0.99443066,0.00000438183,0.0015060934,0.00045237134,0.000066420675,0.000021365262,0.00002353769,0.00013322908],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929133,0.003212492,0.0021235482,0.00022884941,0.00096826506,0.00055355247],"domain_scores_gemma":[0.9952331,0.0015552101,0.0024036188,0.00026098106,0.00009330251,0.0004537784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071448064,0.0002490675,0.0020392614,0.00039693786,0.00060981774,0.000025790281,0.0006050494,0.00012234462,0.0001854634],"category_scores_gemma":[0.0012659733,0.00013424047,0.00042204358,0.000096889664,0.00020718953,0.00011166839,0.0004060253,0.0014754513,0.000027660346],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046660025,0.0005695783,0.0027971012,0.6260274,0.0013110728,0.000007438292,0.00095251773,1.620707e-7,2.3180831e-8,0.0011940573,0.13411605,0.23297796],"study_design_scores_gemma":[0.00045703896,0.0012663559,0.0038761862,0.39837793,0.000052387742,0.00009501204,0.00018789309,4.2487426e-7,5.162542e-9,0.0001224027,0.595447,0.00011736303],"about_ca_topic_score_codex":0.00031035556,"about_ca_topic_score_gemma":0.00006671743,"teacher_disagreement_score":0.46133095,"about_ca_system_score_codex":0.0019251398,"about_ca_system_score_gemma":0.0021751628,"threshold_uncertainty_score":0.6410184},"labels":[],"label_agreement":null},{"id":"W2153563497","doi":"10.7202/1008193ar","title":"Are Immigrants’ Pay and Benefits Satisfaction Different than Canadian-born?","year":2012,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Université Laval; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Immigration; Job satisfaction; Demographic economics; Wage; Consistency (knowledge bases); Psychology; Social psychology; Economics; Labour economics; Political science","score_opus":0.07295680197169417,"score_gpt":0.3312303955593981,"score_spread":0.2582735935877039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153563497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98301935,0.0017211083,0.000012401907,0.009410828,0.00066262326,0.0004127112,0.00010831439,0.00006674982,0.004585905],"genre_scores_gemma":[0.9930314,0.0003566579,0.000011514943,0.00022771797,0.00038156158,0.00007912993,0.000032240743,0.000018330404,0.0058614495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882895,0.0001376545,0.00026766493,0.00014652511,0.00012873058,0.0004904827],"domain_scores_gemma":[0.99905777,0.00028489687,0.00016509858,0.00015726953,0.00006688057,0.00026810126],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00016474449,0.00014970888,0.00017138346,0.00015722093,0.0016854099,0.00000884689,0.000043450567,0.00031837294,0.00040587553],"category_scores_gemma":[0.00016041326,0.00010739258,0.0000309164,0.00017295836,0.00004356517,0.00017442787,0.000046395064,0.0006022952,0.00018447118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031708205,0.0000119256865,0.9683807,0.0000030100348,0.000039521194,3.199375e-7,0.0017722815,0.000002858106,0.0000019024445,0.0026695856,0.020893008,0.006221701],"study_design_scores_gemma":[0.00024956066,0.000009882189,0.9335133,0.00009155282,0.000043851047,6.8070494e-7,0.0047925664,0.0000046984114,0.000008260394,0.0001037567,0.061054695,0.0001271811],"about_ca_topic_score_codex":0.058435004,"about_ca_topic_score_gemma":0.22540969,"teacher_disagreement_score":0.16697468,"about_ca_system_score_codex":0.00017072241,"about_ca_system_score_gemma":0.000083808874,"threshold_uncertainty_score":0.99961424},"labels":[],"label_agreement":null},{"id":"W2153981808","doi":"10.12927/hcq..16664","title":"A Flexible Nursing Workforce: Realities and Fallouts","year":2002,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Casual; Workforce; Nursing; Work (physics); Nursing shortage; Health care; Business; Medicine; Public relations; Nurse education; Political science; Economic growth; Economics","score_opus":0.10353018067182924,"score_gpt":0.41972679373772714,"score_spread":0.3161966130658979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153981808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6063949,0.021399036,0.00032493018,0.21823096,0.00265821,0.0022733128,0.00007831521,0.0013752691,0.1472651],"genre_scores_gemma":[0.97308624,0.00069777644,0.00013041205,0.0026201406,0.0006067387,0.00015608655,0.000011809519,0.000038514983,0.022652285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977546,0.00035581793,0.000506803,0.0003373217,0.00023769749,0.0008077595],"domain_scores_gemma":[0.99897563,0.00023110714,0.00013876945,0.00028830452,0.00013278508,0.00023341867],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027180917,0.00021095425,0.00034343862,0.0001110931,0.0014673847,0.000019606206,0.000093968454,0.00018733184,0.0002827248],"category_scores_gemma":[0.000020131103,0.00018891708,0.000050481223,0.00017578299,0.00012593323,0.00016197536,0.000017360499,0.0004617155,0.00025066856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000594125,0.000080451864,0.12113074,0.00070010946,0.000032631946,0.000014431209,0.2243026,1.04811114e-7,0.00001388827,0.070721164,0.08566335,0.4972811],"study_design_scores_gemma":[0.0035700782,0.0033147593,0.26301372,0.005528027,0.00008721201,0.000028732858,0.23325863,0.00016550391,0.0000081378,0.041857503,0.44784603,0.0013216625],"about_ca_topic_score_codex":0.0011823929,"about_ca_topic_score_gemma":0.0005993294,"teacher_disagreement_score":0.49595943,"about_ca_system_score_codex":0.00014583825,"about_ca_system_score_gemma":0.000053415657,"threshold_uncertainty_score":0.9998326},"labels":[],"label_agreement":null},{"id":"W2154386065","doi":"10.1016/j.puhe.2014.01.010","title":"Defining migration and its health impact in China","year":2014,"lang":"en","type":"review","venue":"Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Urbanization; Internal migration; China; Government (linguistics); Public health; Census; Economic growth; Politics; Rural area; Population; Scale (ratio); Health care; Political science; Health policy; Public policy; Development economics; Geography; Environmental health; Medicine; Economics; Nursing","score_opus":0.18409861129609867,"score_gpt":0.5294814529255162,"score_spread":0.3453828416294175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154386065","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009182065,0.9566546,0.000021232794,0.0386616,0.00047940112,0.00251334,0.000107146225,0.00012812347,0.0013427063],"genre_scores_gemma":[0.0004926251,0.99518496,0.00003559681,0.0023363298,0.00036428633,0.0005015222,0.0005365008,0.00007774209,0.00047046496],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919129,0.003641658,0.0019388507,0.00058929896,0.0002974989,0.0016198212],"domain_scores_gemma":[0.9967529,0.00071155786,0.0014582147,0.00033657788,0.000074103686,0.00066660374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069483714,0.0005050281,0.0029509123,0.00065797265,0.0011969317,0.0000329613,0.00020460453,0.00036573235,0.0000989478],"category_scores_gemma":[0.0007104651,0.00036953203,0.00019512091,0.0006880599,0.000027978558,0.00018751592,0.00020706838,0.0014988655,0.00018526016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015066346,0.000036999427,0.005964806,0.04383384,0.000042041276,5.4523593e-7,0.0037664855,4.17313e-8,4.5625842e-10,0.0062619923,0.017227933,0.9228638],"study_design_scores_gemma":[0.00030087036,0.00019675352,0.010580744,0.0132951075,0.000012507195,0.0000030328063,0.00014430126,0.000011709302,2.1216497e-10,0.00007256334,0.9751406,0.00024185544],"about_ca_topic_score_codex":0.008124713,"about_ca_topic_score_gemma":0.008799743,"teacher_disagreement_score":0.9579126,"about_ca_system_score_codex":0.0014947968,"about_ca_system_score_gemma":0.006271377,"threshold_uncertainty_score":0.99987566},"labels":[],"label_agreement":null},{"id":"W215581383","doi":"","title":"L'offre tendancielle de travail au Canada : incidences de l'évolution démographique et de la participation accrue des femmes au marché du travail","year":2007,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.04981939383738447,"score_gpt":0.3881722925149106,"score_spread":0.3383528986775261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W215581383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94107866,0.0052993535,0.007888006,0.018870527,0.0008416924,0.0006166848,0.000050841696,0.0001260252,0.025228225],"genre_scores_gemma":[0.97744364,0.003956366,0.0012915559,0.0032007974,0.00095824024,0.00014899252,0.000023606093,0.00004851772,0.012928299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931384,0.0028808687,0.0008558007,0.00043404687,0.00043674678,0.002254187],"domain_scores_gemma":[0.9953337,0.0032471197,0.00027208208,0.00026366377,0.00025669296,0.0006267583],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00800935,0.0004080214,0.00042305893,0.00019267366,0.0020350302,0.000037998205,0.0002861855,0.0005768388,0.0004743935],"category_scores_gemma":[0.0013644757,0.00038500215,0.00014695532,0.0005691271,0.00094654015,0.00033334733,0.00014096123,0.00090760895,0.000019241865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010162771,0.00019579999,0.87720627,0.00046747242,0.00011076458,0.00005236408,0.020694623,0.0000752845,0.0002392956,0.00684625,0.07362053,0.020389715],"study_design_scores_gemma":[0.00063519826,0.00017100306,0.9436998,0.0005640645,0.00014498655,0.00001795157,0.016223144,0.00021738076,0.00046871562,0.0019223883,0.035544567,0.0003908316],"about_ca_topic_score_codex":0.9828982,"about_ca_topic_score_gemma":0.99877745,"teacher_disagreement_score":0.0664935,"about_ca_system_score_codex":0.0045449794,"about_ca_system_score_gemma":0.010997697,"threshold_uncertainty_score":0.99986017},"labels":[],"label_agreement":null},{"id":"W2155892427","doi":"10.7202/006888ar","title":"The Effect of Formal Versus Informal Job Security on Employee Involvement Programs","year":2003,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Job satisfaction; Job security; Employee research; Business; Metropolitan area; Test (biology); Employee engagement; Perception; Government (linguistics); Job insecurity; Public relations; Control (management); Set (abstract data type); Psychology; Management; Social psychology; Political science; Work (physics); Economics","score_opus":0.0545443398069114,"score_gpt":0.35858934468977965,"score_spread":0.30404500488286823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155892427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88584805,0.00019288715,0.000012454845,0.00067471166,0.0007186597,0.0011315086,0.00000767333,0.000049664104,0.11136437],"genre_scores_gemma":[0.99547,0.0000794914,0.000012718422,0.000029725034,0.00008832038,0.000285812,0.00001865951,0.000013118606,0.004002154],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821776,0.00038919528,0.0005065625,0.00012689119,0.00029509224,0.00046450712],"domain_scores_gemma":[0.99767995,0.0016620784,0.00020758546,0.0002836896,0.000101824204,0.0000648718],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001017094,0.0001639853,0.00019197447,0.000068474634,0.002119996,0.0000105939735,0.00013604942,0.00024894427,0.000121932455],"category_scores_gemma":[0.0006008132,0.00010154548,0.00008694982,0.00030731756,0.00013574905,0.00015592303,0.00008841406,0.000753376,0.0001592202],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028714925,0.00003143702,0.923311,0.000015979056,0.00014280305,5.1045663e-7,0.0030146472,0.000031555683,0.0000011104856,0.051718745,0.012840633,0.008604421],"study_design_scores_gemma":[0.00772981,0.004359009,0.101310894,0.00037610965,0.00019120368,4.7722256e-7,0.012523669,0.000037464328,0.00072613213,0.0008413374,0.8714991,0.00040477785],"about_ca_topic_score_codex":0.00006527801,"about_ca_topic_score_gemma":0.00018133478,"teacher_disagreement_score":0.8586585,"about_ca_system_score_codex":0.00008220185,"about_ca_system_score_gemma":0.00014260957,"threshold_uncertainty_score":0.9991791},"labels":[],"label_agreement":null},{"id":"W2156634548","doi":"10.1111/j.1728-4457.2013.00614.x","title":"The Future Composition of the Canadian Labor Force: A Microsimulation Projection","year":2013,"lang":"en","type":"article","venue":"Population and Development Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Institut National de la Recherche Scientifique","funders":"","keywords":"Microsimulation; Immigration; Population projection; Projections of population growth; Fertility; Population; Economics; Demographic economics; Population growth; Total fertility rate; Foreign born; Demographic change; Labour economics; Political science; Demography; Sociology; Research methodology; Family planning; Engineering","score_opus":0.03451107785471534,"score_gpt":0.36986907630271426,"score_spread":0.3353579984479989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156634548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7677588,0.08935379,0.00007162786,0.12457726,0.0023513676,0.012512835,0.000011522921,0.0001564932,0.0032063373],"genre_scores_gemma":[0.9837466,0.010889114,0.00021646969,0.0033118676,0.000111135254,0.00037069188,0.00006833546,0.000012325103,0.0012734969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913126,0.0001570113,0.00036460272,0.00008353335,0.00012244208,0.00014116308],"domain_scores_gemma":[0.99944645,0.000043230928,0.00019449032,0.00009351403,0.00018540457,0.000036907568],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00031024817,0.00007276933,0.00011658069,0.000024916619,0.0016505131,0.000011434358,0.00004785707,0.000047192803,0.000041086783],"category_scores_gemma":[0.00002567973,0.000037068945,0.000020678337,0.00014426421,0.000018621835,0.00007630902,0.00002902649,0.000099056226,0.000016794767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030011417,0.000005997287,0.91644764,0.0010349179,0.000017806,1.9938291e-8,0.0011163368,6.410186e-7,0.000023126022,0.0029639804,0.011146299,0.06724021],"study_design_scores_gemma":[0.000086399465,0.0000028686784,0.79486305,0.0007243447,0.000008735935,1.9434663e-7,0.000106047024,0.000012870572,0.000004630925,0.00016446572,0.20398436,0.000042054],"about_ca_topic_score_codex":0.012369368,"about_ca_topic_score_gemma":0.10427565,"teacher_disagreement_score":0.2159878,"about_ca_system_score_codex":0.00011814822,"about_ca_system_score_gemma":0.00012751027,"threshold_uncertainty_score":0.9996492},"labels":[],"label_agreement":null},{"id":"W2156870913","doi":"10.1177/0164027512446028","title":"An Uneven Burden","year":2012,"lang":"en","type":"article","venue":"Research on Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Carleton University","funders":"University of Pittsburgh","keywords":"Immigration; Flexibility (engineering); Ethnic group; Psychology; Educational attainment; Gerontology; Sick leave; Work schedule; Schedule; Work (physics); Medicine; Demographic economics; Political science","score_opus":0.4000323375118489,"score_gpt":0.6247148061203991,"score_spread":0.22468246860855018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156870913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7976168,0.0004681562,0.000023426339,0.017148478,0.00040595233,0.00049421214,0.0000039376573,0.00015259738,0.18368647],"genre_scores_gemma":[0.9857545,0.00007184561,0.000038835766,0.00034113438,0.0018133026,0.00008937462,0.000005848344,0.000020190622,0.011864981],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714977,0.0010094559,0.00014541412,0.00014586227,0.00050581415,0.0010436825],"domain_scores_gemma":[0.9987073,0.0006251459,0.000024472749,0.0002823249,0.00013658115,0.00022415532],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034922764,0.000071108814,0.00010716377,0.000176746,0.0014793007,0.00001004398,0.00017826121,0.000056619432,0.0006462377],"category_scores_gemma":[0.00018261679,0.00005544777,0.000022226219,0.0002380289,0.000055806944,0.00018187534,0.00016065326,0.000765794,0.002209075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004968722,0.00014179712,0.78845966,0.00014527306,0.0000416698,0.000007055221,0.028440919,0.0000043175396,0.0014922443,0.04798864,0.11266371,0.020565007],"study_design_scores_gemma":[0.00056193216,0.00017961938,0.30886292,0.0003279074,0.0000049575633,3.2003567e-7,0.022479016,0.00005519152,0.00019822856,0.0017189931,0.6654192,0.00019168969],"about_ca_topic_score_codex":0.0006081362,"about_ca_topic_score_gemma":0.00004176457,"teacher_disagreement_score":0.55275553,"about_ca_system_score_codex":0.00013690889,"about_ca_system_score_gemma":0.000058979145,"threshold_uncertainty_score":0.99982065},"labels":[],"label_agreement":null},{"id":"W2157382767","doi":"10.1080/02690940600808198","title":"The Decline of the Temporary Worker: A Regional Perspective","year":2006,"lang":"en","type":"article","venue":"Local Economy The Journal of the Local Economy Policy Unit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Quarter (Canadian coin); Agency (philosophy); Labour economics; Demographic economics; Business; Employment protection legislation; Turnover; Economics; Unemployment; Economic growth; Geography; Political science","score_opus":0.03831883303022275,"score_gpt":0.3508792721397899,"score_spread":0.31256043910956716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157382767","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09544812,0.0032850474,0.0016312004,0.6916916,0.0011607454,0.001422378,0.000030870342,0.000031481457,0.2052986],"genre_scores_gemma":[0.9759528,0.00017892676,0.000012938301,0.012981286,0.0022242647,0.000030136265,9.2430315e-7,0.00003840704,0.008580298],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960754,0.0012802451,0.0016235373,0.00018655849,0.000191534,0.0006427437],"domain_scores_gemma":[0.99423283,0.0024329268,0.0019400279,0.00078362925,0.00048555998,0.00012499793],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021925722,0.00032720098,0.00059324,0.000121403325,0.0024218808,0.0000328987,0.0018955132,0.00017959489,0.00011167716],"category_scores_gemma":[0.00020112154,0.00013626371,0.0006058316,0.0004234008,0.0018344324,0.00024455335,0.0008021374,0.0014688477,0.000041562103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014105472,0.00032381123,0.0885312,0.00008564169,0.0012284166,0.0000041728017,0.0048872307,0.00653345,0.000005630007,0.62541956,0.26512492,0.0064454344],"study_design_scores_gemma":[0.0016844809,0.00014423496,0.025033785,0.00023383298,0.0001491275,0.000046645364,0.017376026,0.0004360471,0.00005249451,0.24719417,0.70744216,0.00020701582],"about_ca_topic_score_codex":0.0065294285,"about_ca_topic_score_gemma":0.0049188994,"teacher_disagreement_score":0.88050467,"about_ca_system_score_codex":0.00062583364,"about_ca_system_score_gemma":0.0014022888,"threshold_uncertainty_score":0.9988768},"labels":[],"label_agreement":null},{"id":"W2157820305","doi":"10.26512/ser_social.v0i4.12844","title":"As reformas da seguridade social:","year":2009,"lang":"pt","type":"article","venue":"SER Social","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Governo; Philosophy","score_opus":0.0777806726453022,"score_gpt":0.4390997875574925,"score_spread":0.3613191149121903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157820305","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22928514,0.0009200684,0.00002544614,0.49762556,0.0047709835,0.0012898652,0.00013361385,0.0005509756,0.26539835],"genre_scores_gemma":[0.87288886,0.00014358794,0.0000086603595,0.015232907,0.008145508,0.000031129097,0.00006472199,0.000057450063,0.10342719],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634594,0.00058836717,0.00073400023,0.0004478651,0.00058438734,0.001299471],"domain_scores_gemma":[0.9989942,0.00008924466,0.00036744904,0.00021102354,0.00017486022,0.00016323723],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062912225,0.00042969742,0.00065978075,0.00010190261,0.0059759365,0.00006358589,0.00034008193,0.0007487113,0.0012362088],"category_scores_gemma":[0.000068707515,0.00040854377,0.00033691907,0.00039809523,0.00016466182,0.00028380196,0.0002372109,0.0012038401,0.0024587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021010905,0.0002760838,0.0047049997,0.00018443074,0.00024620636,0.000033873257,0.16745234,1.3458148e-7,0.00004866062,0.10871407,0.7019852,0.01614391],"study_design_scores_gemma":[0.0023606461,0.0003705428,0.2541085,0.00014397815,0.00021662064,0.0000014298772,0.03256905,0.0000043117893,0.000026795267,0.021269396,0.68811303,0.00081569003],"about_ca_topic_score_codex":0.00049653766,"about_ca_topic_score_gemma":0.00026868616,"teacher_disagreement_score":0.64360374,"about_ca_system_score_codex":0.00040114077,"about_ca_system_score_gemma":0.00042848496,"threshold_uncertainty_score":0.9998366},"labels":[],"label_agreement":null},{"id":"W2158702940","doi":"10.1504/ijhd.2012.050823","title":"Adjusting to the crisis: well-being and economic conditions in Ireland","year":2012,"lang":"en","type":"article","venue":"International Journal of Happiness and Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Research Board","keywords":"Recession; Irish; Unemployment; Eurobarometer; Demographic economics; Quarter (Canadian coin); Economics; Development economics; Demography; Political science; Geography; Economic growth; Economic policy; Sociology; Keynesian economics; European union","score_opus":0.03754855789634147,"score_gpt":0.37707162952435336,"score_spread":0.3395230716280119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158702940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981313,0.0005209849,0.00025014373,0.014595432,0.0012276032,0.00010175426,0.0000020538573,0.0000037825978,0.0019852668],"genre_scores_gemma":[0.9976919,0.00018871855,0.0002779241,0.0012135049,0.000440446,0.000018269773,0.0000016000718,0.0000046613227,0.00016292364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923086,0.000041353273,0.0004022509,0.000056011126,0.0001199629,0.00014957761],"domain_scores_gemma":[0.99949867,0.000110806235,0.00019115569,0.000026579315,0.00010688484,0.00006592661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054607604,0.000065747,0.00011785537,0.0001278,0.00023132093,0.000014098937,0.00008630235,0.000024923567,0.00007729786],"category_scores_gemma":[0.000040869232,0.000042641826,0.000012270274,0.000024687099,0.000013842882,0.00014411478,0.00012297908,0.00013901194,0.000021306234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036645935,0.000024902283,0.9675815,0.000017955472,0.000110033216,0.000009072733,0.01744962,0.000058808124,0.000016979742,0.0031094314,0.00900265,0.0025824201],"study_design_scores_gemma":[0.000521996,0.000008661785,0.88470095,0.00020763862,0.000007134475,0.000024121733,0.008580157,0.000012401063,0.000011934916,0.0003674826,0.105491504,0.000066023735],"about_ca_topic_score_codex":0.000052378058,"about_ca_topic_score_gemma":0.00014140067,"teacher_disagreement_score":0.09648885,"about_ca_system_score_codex":0.00008848352,"about_ca_system_score_gemma":0.000060507675,"threshold_uncertainty_score":0.17791569},"labels":[],"label_agreement":null},{"id":"W2158876646","doi":"10.3917/rfs.542.0331","title":"Devenir traducteur indépendant : l'impact structurant de la clientèle","year":2013,"lang":"fr","type":"article","venue":"Revue Française de Sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05222113320628124,"score_gpt":0.40046301038946613,"score_spread":0.3482418771831849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158876646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92385864,0.026764695,0.00021924361,0.03770659,0.0022951204,0.0013885618,0.00021439543,0.00025989034,0.007292858],"genre_scores_gemma":[0.9773214,0.008546903,0.001273978,0.0011506873,0.0018279626,0.00028872967,0.000050136015,0.00009699972,0.009443241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929225,0.0033311655,0.0008736529,0.00059485296,0.00020449155,0.0020733455],"domain_scores_gemma":[0.99544996,0.0029329562,0.0003786616,0.0005509686,0.00020581175,0.0004816141],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0018718289,0.0005798112,0.0009057445,0.00012384185,0.0012420147,0.000050848088,0.0005347683,0.0015201413,0.0053099636],"category_scores_gemma":[0.0015194803,0.00049424893,0.0005260357,0.00027295505,0.0010191512,0.0002907771,0.00029647344,0.0024477653,0.0018748246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006083333,0.00021981442,0.7040572,0.0009783587,0.00043499778,0.00012064928,0.040545158,0.00007302096,0.001077295,0.007204337,0.20819102,0.037037317],"study_design_scores_gemma":[0.0013588138,0.00028057073,0.86065227,0.00064223236,0.00018291234,0.000055126475,0.004872563,0.00019204326,0.00007280326,0.031109914,0.099948995,0.00063178653],"about_ca_topic_score_codex":0.008933639,"about_ca_topic_score_gemma":0.00018745611,"teacher_disagreement_score":0.15659504,"about_ca_system_score_codex":0.00096425664,"about_ca_system_score_gemma":0.0010698404,"threshold_uncertainty_score":0.9998536},"labels":[],"label_agreement":null},{"id":"W2158978876","doi":"10.3968/j.sss.1923018420120303.z0816","title":"Methods of Realizing Equal Pay for Equal Work for Temporary Employees in China","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Remuneration; Bidding; Procurement; Business; Work (physics); Human capital; Human resource management; Labour economics; Agency (philosophy); Service (business); Economics; Microeconomics; Marketing; Market economy; Finance; Management","score_opus":0.33884305916861573,"score_gpt":0.6001738189955622,"score_spread":0.2613307598269465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158978876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98548114,0.0065522906,0.0023026639,0.0016427188,0.0016890595,0.0011852644,0.000023171862,0.000022007394,0.0011016744],"genre_scores_gemma":[0.9796345,0.00036213233,0.019018926,0.00012478957,0.00018185894,0.00053297466,0.0000023624666,0.000010406651,0.00013204988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974433,0.00050339906,0.0007989668,0.00028224482,0.00014592744,0.00082614494],"domain_scores_gemma":[0.9940524,0.0051212376,0.00039427183,0.00017291703,0.00021747075,0.000041664],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010322064,0.00014534072,0.0006969171,0.00021896104,0.0007372453,5.217e-7,0.00032319088,0.00013906245,0.0000043614077],"category_scores_gemma":[0.0038716195,0.00010033726,0.00007884387,0.00046049608,0.010463182,0.00019193922,0.000466194,0.00024810468,6.799875e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092517585,0.000073684656,0.78401905,0.00033324547,0.00003951146,1.0265863e-7,0.19306405,0.000002652352,0.0003545888,0.019244807,0.001681916,0.0010938508],"study_design_scores_gemma":[0.0016537044,0.0005736508,0.5061543,0.0005745421,0.000032460655,1.4257157e-7,0.41534218,0.000007401141,0.0004414496,0.07331838,0.001630854,0.0002709045],"about_ca_topic_score_codex":0.00011059757,"about_ca_topic_score_gemma":0.00006502035,"teacher_disagreement_score":0.27786475,"about_ca_system_score_codex":0.00013118939,"about_ca_system_score_gemma":0.0001835041,"threshold_uncertainty_score":0.99222976},"labels":[],"label_agreement":null},{"id":"W2159606210","doi":"10.1080/01621424.2010.534047","title":"Why I Became a Home Support Worker: Recruitment in the Home Health Sector","year":2010,"lang":"en","type":"article","venue":"Home Health Care Services Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Home health; Pillar; Business; Health care; Economic growth; Demographic economics; Gerontology; Medicine; Economics","score_opus":0.04929699835489895,"score_gpt":0.39581450426174214,"score_spread":0.34651750590684316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159606210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75600773,0.0061143036,0.000019144853,0.22059822,0.0066012964,0.00791633,0.00043441603,0.0005182099,0.0017903672],"genre_scores_gemma":[0.8681267,0.0007400369,0.00023644653,0.12549853,0.0015796745,0.0026792344,0.0005950948,0.00013420101,0.0004100843],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99197614,0.0017932473,0.001864295,0.0009610868,0.0009817721,0.0024234666],"domain_scores_gemma":[0.9961827,0.00058399886,0.00092663197,0.0013636292,0.00032182777,0.00062123145],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002702031,0.00065554644,0.001226897,0.00042703655,0.002342512,0.000081321145,0.0010357089,0.0003927402,0.00091637456],"category_scores_gemma":[0.000008244429,0.00048247506,0.0002143648,0.000952887,0.000109674686,0.0003787208,0.00013713026,0.0023396634,0.0006279913],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025255617,0.00034762698,0.17798327,0.0061640544,0.00008686922,0.000038778955,0.66908175,6.70506e-7,0.0000105140325,0.0013421263,0.10423094,0.040460825],"study_design_scores_gemma":[0.002437556,0.002938218,0.3413193,0.0007418658,0.000019702416,0.000009427412,0.17570513,0.0000060192483,4.0758763e-7,0.0008773349,0.47537822,0.0005667959],"about_ca_topic_score_codex":0.021252785,"about_ca_topic_score_gemma":0.29120716,"teacher_disagreement_score":0.49337664,"about_ca_system_score_codex":0.0006554694,"about_ca_system_score_gemma":0.0013413251,"threshold_uncertainty_score":0.9999969},"labels":[],"label_agreement":null},{"id":"W2160375947","doi":"10.1177/0003122413514584","title":"Unmasking the Conflicting Trends in Job Tenure by Gender in the United States, 1983–2008","year":2013,"lang":"en","type":"article","venue":"American Sociological Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Parallels; Demographic economics; Marital status; Childbirth; Labour economics; Political science; Economics; Sociology; Demography; Population; Pregnancy","score_opus":0.13930667440588548,"score_gpt":0.4714916493966366,"score_spread":0.33218497499075117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160375947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63212895,0.11042451,0.00002363535,0.23585178,0.00014356035,0.002404207,0.000025350097,0.00012992106,0.018868072],"genre_scores_gemma":[0.7421503,0.14941281,0.000025522231,0.10658412,0.00010680313,0.0010046333,0.00011645188,0.000016661921,0.00058269105],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525684,0.0030166304,0.0006400174,0.0002637766,0.00020180884,0.00062093494],"domain_scores_gemma":[0.9968926,0.0024018895,0.00031850376,0.00027054813,0.00006649141,0.000050023184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017817835,0.00020385059,0.00057495956,0.000052014675,0.00054256094,0.000008643699,0.00032944704,0.00008467134,0.0006974597],"category_scores_gemma":[0.0005721658,0.00008658288,0.000102514685,0.0010718005,0.000546647,0.000043891694,0.00013974165,0.0011462237,0.00013038363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067110727,0.000078220524,0.4672411,0.00028094026,0.000051114526,0.000009176248,0.021900859,0.0000021899905,0.000007794705,0.00204134,0.4360062,0.07237436],"study_design_scores_gemma":[0.0002203959,0.00007765237,0.4011769,0.0005583964,0.00002527453,9.678815e-7,0.019445585,0.000014846862,4.228555e-8,0.0006856403,0.57763064,0.00016366916],"about_ca_topic_score_codex":0.0058689704,"about_ca_topic_score_gemma":0.000116933516,"teacher_disagreement_score":0.14162444,"about_ca_system_score_codex":0.00008837165,"about_ca_system_score_gemma":0.000022753356,"threshold_uncertainty_score":0.8872167},"labels":[],"label_agreement":null},{"id":"W2160975312","doi":"10.1097/jom.0b013e318209915e","title":"Health Indicators Among Unemployed and Employed Young Adults","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute for Occupational Safety and Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Young adult; Consumption (sociology); Environmental health; Medicine; Leisure time; Cigarette smoking; Occupational safety and health; Gerontology; Demography; Physical activity; Physical therapy","score_opus":0.04920627567878379,"score_gpt":0.355710779809861,"score_spread":0.3065045041310772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160975312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955634,0.0018894108,0.000033654378,0.001504785,0.00032255615,0.00019143533,0.0000158656,0.00000811506,0.0004707813],"genre_scores_gemma":[0.9967712,0.0018183934,0.00012141578,0.00070116686,0.0003168725,0.0000072391085,0.000016959128,0.000011641079,0.00023511141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985834,0.00011485219,0.00064395275,0.00012344796,0.00032935882,0.00020501153],"domain_scores_gemma":[0.9990115,0.00011219242,0.00056169566,0.00006232045,0.000016194344,0.00023609473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835011,0.00013092373,0.00033303295,0.00016960718,0.00039973605,0.0000013847912,0.00006158919,0.000059924187,0.00036575794],"category_scores_gemma":[0.000049398408,0.000086770546,0.000028222265,0.00006519173,0.00032747857,0.00014362643,0.00007027879,0.00028123235,0.0000035680494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037615557,0.000052856703,0.98035306,0.000044546447,0.0000549211,0.000006938402,0.013111275,6.871343e-8,0.00002081199,0.00010842426,0.002754345,0.0031165872],"study_design_scores_gemma":[0.001886761,0.0007854272,0.9892497,0.00033717792,0.000032053824,0.000019763464,0.00651414,0.0000028173174,0.0000039923634,0.00022941796,0.0008632827,0.00007548563],"about_ca_topic_score_codex":0.00038180643,"about_ca_topic_score_gemma":0.00007619793,"teacher_disagreement_score":0.008896612,"about_ca_system_score_codex":0.00007003053,"about_ca_system_score_gemma":0.0000344197,"threshold_uncertainty_score":0.4004793},"labels":[],"label_agreement":null},{"id":"W2161117425","doi":"10.1037/a0015747","title":"Distributive justice, procedural justice, and psychological distress: The moderating effect of coworker support and work autonomy.","year":2009,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Injustice; Psychology; Procedural justice; Autonomy; Distributive justice; Social psychology; Psychological distress; Distress; Economic Justice; Interactional justice; Organizational justice; Perception; Clinical psychology; Mental health; Organizational commitment; Psychotherapist","score_opus":0.0982897762781897,"score_gpt":0.514725715029322,"score_spread":0.4164359387511323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161117425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94176173,0.0011171205,0.0013458396,0.052581716,0.000949606,0.0007189899,0.00006699212,0.00001662044,0.0014413925],"genre_scores_gemma":[0.9880987,0.00035523452,0.00040781967,0.010474395,0.0005079864,0.000020661191,0.000020121397,0.000008069591,0.00010703574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715644,0.0007656759,0.0011398533,0.00022444621,0.0002604858,0.00045309274],"domain_scores_gemma":[0.99677825,0.0014169625,0.0011962287,0.00013454133,0.00030364984,0.0001703645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018613855,0.0001904582,0.00057015166,0.00008869073,0.000977256,0.000008606331,0.00014095199,0.0001582508,0.000049589395],"category_scores_gemma":[0.0004853408,0.0001101974,0.000068216614,0.0001913679,0.00023909315,0.000107922315,0.000049160357,0.00077606953,0.0000032998214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00735797,0.00041134487,0.83754987,0.00089548866,0.00014999679,0.000019532785,0.005140674,0.000020610147,0.000024813377,0.0047392105,0.11000098,0.033689495],"study_design_scores_gemma":[0.0019072569,0.0031530794,0.9906588,0.00025021628,0.00015551958,0.000062046245,0.0003193202,0.00001740076,9.585291e-7,0.00072809885,0.002654822,0.00009243417],"about_ca_topic_score_codex":0.0000034965703,"about_ca_topic_score_gemma":0.0000061683527,"teacher_disagreement_score":0.15310897,"about_ca_system_score_codex":0.00007823829,"about_ca_system_score_gemma":0.00017976302,"threshold_uncertainty_score":0.7516362},"labels":[],"label_agreement":null},{"id":"W2161337735","doi":"10.7202/044391ar","title":"Les adolescents travailleurs ambulants de lima : stratégies familiales de survie et métropolisation en amérique latine","year":2010,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04360860561918518,"score_gpt":0.40749942678794315,"score_spread":0.363890821168758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161337735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91593134,0.0037905306,0.0027312334,0.03075872,0.003917983,0.0012076477,0.0008018647,0.00033374614,0.040526953],"genre_scores_gemma":[0.9665277,0.012009983,0.0025721656,0.0010022683,0.0017934836,0.00025418686,0.0002724116,0.00009592737,0.015471897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947048,0.0020574676,0.0009852557,0.0005942037,0.00043886644,0.0012194015],"domain_scores_gemma":[0.99723005,0.0011635505,0.00044381424,0.0005134027,0.00033479882,0.0003143977],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014981477,0.0005534873,0.0005977912,0.00023851526,0.0017950783,0.00011533044,0.00043532383,0.0007949435,0.00031960345],"category_scores_gemma":[0.00091266807,0.00057510583,0.00021298707,0.00038188105,0.00064215466,0.0005650479,0.00017891098,0.0019215338,0.00017293051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008968712,0.00048779696,0.7614211,0.00068525807,0.00018315465,0.000019012483,0.08189898,0.00025780062,0.0047764964,0.123271726,0.016687805,0.010221187],"study_design_scores_gemma":[0.0010851731,0.0001629498,0.9048575,0.0010064499,0.0001336506,0.000010246839,0.055397965,0.0006470116,0.0003307766,0.0057387277,0.02997753,0.00065197767],"about_ca_topic_score_codex":0.015928788,"about_ca_topic_score_gemma":0.18074168,"teacher_disagreement_score":0.1648129,"about_ca_system_score_codex":0.00029260566,"about_ca_system_score_gemma":0.0008095586,"threshold_uncertainty_score":0.99967},"labels":[],"label_agreement":null},{"id":"W2161470772","doi":"","title":"Influence of employment and job security on physical and mental health in adults living with HIV: cross-sectional analysis.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario HIV Treatment Network","funders":"","keywords":"Medicine; Mental health; Job security; Quality of life (healthcare); Cohort; Confounding; Population; Unemployment; Cohort study; Gerontology; Cross-sectional study; Environmental health; Psychiatry; Work (physics); Nursing; Economic growth","score_opus":0.026800115461555026,"score_gpt":0.3571545657377912,"score_spread":0.33035445027623617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161470772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977532,0.00025460008,8.5803265e-7,0.00082734844,0.00005280027,0.00070580246,0.00003647349,0.000018894829,0.00035003579],"genre_scores_gemma":[0.9988934,0.000096218864,0.0000066633443,0.0002992754,0.00011182414,0.00047395276,0.0000070267365,0.0000075360604,0.00010410784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869436,0.00016812487,0.00027920047,0.00019992625,0.00019535494,0.00046305594],"domain_scores_gemma":[0.99932384,0.00022080874,0.00014879178,0.000096429205,0.00005771592,0.00015238275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006065001,0.00011403944,0.00028987974,0.0001265422,0.0003063833,0.0000054912866,0.00003963203,0.00004032494,0.0000048505826],"category_scores_gemma":[0.000078203004,0.00008621165,0.000026447298,0.00022775882,0.000107686246,0.00015887339,0.00010784794,0.00020741552,0.0000013733419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009686658,0.00014106403,0.99064976,0.00010364633,0.00009056799,9.31465e-8,0.008084949,0.000012754487,5.269259e-7,0.00033178227,0.00012385452,0.00036412745],"study_design_scores_gemma":[0.0006239123,0.0000596542,0.9985865,0.00008121758,0.00001453266,1.9823324e-7,0.00034696294,0.000012103669,0.0000019764286,0.000040336134,0.00015295378,0.00007967963],"about_ca_topic_score_codex":0.00069656427,"about_ca_topic_score_gemma":0.0011014288,"teacher_disagreement_score":0.007936705,"about_ca_system_score_codex":0.00010676743,"about_ca_system_score_gemma":0.00002150616,"threshold_uncertainty_score":0.3515609},"labels":[],"label_agreement":null},{"id":"W2162030109","doi":"10.1177/0020715212452285","title":"Institutional reforms and age-graded labour market inequalities in Europe","year":2012,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inequality; European union; Wage; Demographic economics; Economics; Wage inequality; Panel data; Work (physics); Age groups; Labour supply; Population; Working population; Labour economics; Affect (linguistics); Institutional change; Population ageing; Political science; Sociology; Demography; Economic policy","score_opus":0.15772085723404886,"score_gpt":0.46806675736410497,"score_spread":0.31034590013005614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162030109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97037125,0.00093111425,0.00006801862,0.004320294,0.0018018822,0.00008942181,0.000014838058,0.0000071451414,0.02239606],"genre_scores_gemma":[0.9957936,0.0003258314,0.00013067161,0.0010374109,0.00094685645,0.000009424422,0.000008220113,0.000004794287,0.0017432095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982747,0.0006167667,0.00059719506,0.00006935083,0.00020701246,0.00023496912],"domain_scores_gemma":[0.99834687,0.00055825745,0.0003836498,0.00003856432,0.00060946867,0.00006320977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000954263,0.000102738646,0.0003260937,0.00018411207,0.00015997651,0.0000048676143,0.00017003888,0.000081831204,0.0003124064],"category_scores_gemma":[0.00022775837,0.00007267214,0.00003875973,0.0000657261,0.0003324074,0.00030017988,0.00012490919,0.0005079477,0.000023204548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002588899,0.0000813457,0.69325876,0.000012199955,0.0001753631,0.000023532417,0.03650426,0.0000039307315,0.000109164284,0.2634048,0.0060505928,0.000117208976],"study_design_scores_gemma":[0.0012824691,0.00008231431,0.90850604,0.00008329976,0.0000072480866,0.000025623527,0.007127425,0.000003371902,0.000013030744,0.014287299,0.06849992,0.00008194325],"about_ca_topic_score_codex":0.000046828656,"about_ca_topic_score_gemma":0.000052199877,"teacher_disagreement_score":0.24911748,"about_ca_system_score_codex":0.00015255145,"about_ca_system_score_gemma":0.00012292225,"threshold_uncertainty_score":0.3420631},"labels":[],"label_agreement":null},{"id":"W2162315440","doi":"10.1177/0190272514546698","title":"Control in the Face of Uncertainty","year":2014,"lang":"en","type":"article","venue":"Social Psychology Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Distress; Control (management); Job loss; Social psychology; Association (psychology); Psychology; Mental health; Perceived control; Demographic economics; Clinical psychology; Economics; Unemployment; Psychiatry; Economic growth","score_opus":0.050645851345319556,"score_gpt":0.4522352541031184,"score_spread":0.4015894027577988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162315440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878185,0.000045321245,0.0007200783,0.068655305,0.0007810147,0.0005573829,0.00001344936,0.00003402824,0.041374918],"genre_scores_gemma":[0.99051744,0.0000020445375,0.0000035628568,0.008820518,0.00034766144,0.00008891889,0.000003415001,0.000006778936,0.00020966385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783266,0.0012810176,0.0003338117,0.00014291979,0.00010676918,0.0003028478],"domain_scores_gemma":[0.99913496,0.0004978408,0.00014395123,0.0001580948,0.000050053382,0.000015113257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010010361,0.000085637126,0.00024823038,0.00004090203,0.0003553337,0.0000015010062,0.00020190702,0.00015788071,0.00007983613],"category_scores_gemma":[0.000035285047,0.00005770397,0.000061368206,0.00012224785,0.00016997947,0.000024599221,0.000005737699,0.00034543226,0.00009452463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003876732,0.00030616196,0.379511,0.000079454854,0.000112550675,0.0000027510714,0.31673282,0.0000012510062,0.0004965757,0.09312483,0.17274371,0.036501236],"study_design_scores_gemma":[0.0032665033,0.00059925485,0.896228,0.000017838838,0.00002010797,2.486213e-7,0.028576372,0.000010607917,1.6570105e-7,0.02913878,0.04203683,0.0001052446],"about_ca_topic_score_codex":0.00025230704,"about_ca_topic_score_gemma":0.0007407481,"teacher_disagreement_score":0.5167171,"about_ca_system_score_codex":0.000014097026,"about_ca_system_score_gemma":0.000016446795,"threshold_uncertainty_score":0.27329755},"labels":[],"label_agreement":null},{"id":"W2162332154","doi":"","title":"Work-life Conflict in Canada in the New Millennium - a Status Report","year":2003,"lang":"en","type":"article","venue":"Sydney Papers, The","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":129,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Work (physics); History","score_opus":0.049714049904616656,"score_gpt":0.34243760991057004,"score_spread":0.2927235600059534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162332154","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41993058,0.0070663495,0.0000018529792,0.11333445,0.0022102662,0.0021632162,0.000019113813,0.000047001642,0.45522717],"genre_scores_gemma":[0.96464247,0.0010455915,0.000013567862,0.02028838,0.00016802624,0.00018703744,0.000011697598,0.000023028315,0.013620223],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973256,0.00082104094,0.00054010435,0.0002368428,0.00033016043,0.00074626907],"domain_scores_gemma":[0.9983456,0.0008480972,0.00015085354,0.0004884485,0.00003280707,0.00013417534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011468977,0.00017112918,0.00025074132,0.000039412433,0.00047921343,0.000008453487,0.00023714981,0.00007953905,0.0005156859],"category_scores_gemma":[0.0010392518,0.00008957337,0.000043109536,0.00040603202,0.000050617047,0.000034261655,0.000059284837,0.00071026804,0.00003131757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000234459,0.000012820558,0.59211534,0.000014347437,0.000022377246,0.00008465123,0.012925019,0.000005290134,0.000004426748,0.0021062829,0.39246058,0.00022541548],"study_design_scores_gemma":[0.0004606808,0.000008809844,0.2576834,0.000066283326,0.000008484564,0.0000021765168,0.02509926,2.706789e-7,8.6610567e-7,0.000101441074,0.7164761,0.00009223668],"about_ca_topic_score_codex":0.845546,"about_ca_topic_score_gemma":0.96162486,"teacher_disagreement_score":0.5447119,"about_ca_system_score_codex":0.0003888229,"about_ca_system_score_gemma":0.003509021,"threshold_uncertainty_score":0.6224853},"labels":[],"label_agreement":null},{"id":"W2162580852","doi":"10.1177/1477370806067912","title":"The Smuggling of Migrants in Greece","year":2006,"lang":"en","type":"article","venue":"European Journal of Criminology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Mount Royal University","funders":"","keywords":"Variety (cybernetics); Context (archaeology); Phenomenon; Politics; Political science; Economy; Geography; Economics; Law","score_opus":0.12027389054694282,"score_gpt":0.38234388432745836,"score_spread":0.26206999378051554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162580852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637225,0.0020178207,0.00005702465,0.003807545,0.00067663845,0.00006915408,9.528332e-7,0.0000060706025,0.029642237],"genre_scores_gemma":[0.9982953,0.00028184196,0.0000909168,0.0001543663,0.0003327854,6.0287385e-7,3.136993e-7,0.000012394028,0.0008314863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975796,0.0011446232,0.00083707337,0.000060632137,0.000112477006,0.00026561497],"domain_scores_gemma":[0.9986504,0.00048054778,0.0005610962,0.00011075181,0.00017528445,0.000021948794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014185191,0.00007243627,0.00021888618,0.00010967969,0.00023668622,0.0000020579719,0.00023701967,0.000024731924,0.00002875896],"category_scores_gemma":[0.00020594301,0.00004417466,0.000060494596,0.00005085033,0.00012582459,0.000039300943,0.000080100486,0.00042265293,0.000029238754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007264414,0.00021792176,0.8191823,0.00016704093,0.00013849481,0.0007398213,0.0119147245,0.000065598506,0.0041651963,0.025480738,0.06646408,0.07073769],"study_design_scores_gemma":[0.0012967747,0.00025444548,0.91854477,0.00020184249,0.000027428046,0.000018229191,0.0018288875,0.0000028655452,0.000118376214,0.0024934642,0.07514737,0.000065562286],"about_ca_topic_score_codex":0.000079810205,"about_ca_topic_score_gemma":0.00015708558,"teacher_disagreement_score":0.0993625,"about_ca_system_score_codex":0.000020697835,"about_ca_system_score_gemma":0.000040439834,"threshold_uncertainty_score":0.18362401},"labels":[],"label_agreement":null},{"id":"W2162915906","doi":"10.1111/j.1468-2397.2012.00883.x","title":"Citizens' attitudes towards economic insecurity and government after the 2007 financial tsunami: A Hong Kong and Taiwan comparison","year":2012,"lang":"en","type":"article","venue":"International Journal of Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Chinese University of Hong Kong; University of Hong Kong; Government of Jiangxi Province","keywords":"Government (linguistics); Financial crisis; Feeling; Economic growth; Political science; Psychological intervention; Development economics; Economics; Psychology; Social psychology","score_opus":0.027448970739087985,"score_gpt":0.3818069968939318,"score_spread":0.35435802615484385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162915906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95494574,0.0012560681,0.000023468512,0.039133295,0.0022503908,0.0001489569,0.000095378455,0.0000085282245,0.002138168],"genre_scores_gemma":[0.9958656,0.00015773742,0.000034119523,0.00084240705,0.0029137076,0.000015410027,0.0000026093078,0.000011603195,0.00015683725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985586,0.0001529433,0.00050302595,0.00009445808,0.00043058814,0.00026038193],"domain_scores_gemma":[0.99917686,0.000094655225,0.00042380588,0.00004563014,0.00017075053,0.00008827609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065947033,0.00013340307,0.00025941638,0.000039324954,0.00065883633,0.000034906003,0.00017294189,0.00009936618,0.0003880367],"category_scores_gemma":[0.00009997399,0.00009593463,0.000085102234,0.000022303879,0.000143615,0.00024749903,0.00025815135,0.00043431696,0.000007914775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029175184,0.00005888465,0.962783,0.000026553203,0.00017986984,0.0000069522125,0.012550085,4.4466663e-7,0.000006185168,0.011449614,0.007967961,0.00467871],"study_design_scores_gemma":[0.0007036847,0.00003945626,0.9136777,0.00005728226,0.00003798857,0.000008963702,0.0041542114,0.0000041349817,0.000003687092,0.00033846297,0.08088024,0.00009421615],"about_ca_topic_score_codex":0.00009270367,"about_ca_topic_score_gemma":0.00025910238,"teacher_disagreement_score":0.07291228,"about_ca_system_score_codex":0.00034696347,"about_ca_system_score_gemma":0.00006568456,"threshold_uncertainty_score":0.5067303},"labels":[],"label_agreement":null},{"id":"W2163166449","doi":"10.1111/j.1540-5982.2010.01612.x","title":"The responsiveness of industry wages to low‐frequency shocks in Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Industry Canada","keywords":"Unobservable; Flexibility (engineering); Wage; Economics; Labour economics; Econometrics; Longitudinal data; Set (abstract data type)","score_opus":0.11750619972577075,"score_gpt":0.2624975134306274,"score_spread":0.14499131370485663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163166449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97655225,0.00013011608,9.974478e-7,0.01711056,0.003912839,0.0004233029,0.00016046075,0.0000020756015,0.0017074212],"genre_scores_gemma":[0.9972079,0.00005573164,0.000042225685,0.001361928,0.00048065666,0.00003948823,0.0000028852126,0.000035622452,0.00077355653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726325,0.00018838688,0.0013235983,0.0002265963,0.0000051120523,0.0009930744],"domain_scores_gemma":[0.9961114,0.00093027507,0.0006933398,0.00043453922,0.00038357853,0.0014469008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013872581,0.00022526787,0.00059850264,0.00046359142,0.0005313933,0.000019568992,0.000736415,0.00029402904,0.00027554063],"category_scores_gemma":[0.001053855,0.00020848536,0.00009418884,0.00018822566,0.00013883263,0.00016384464,0.000046465095,0.0017415272,0.000006918885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013042553,0.000005737907,0.8655784,0.000061802995,0.00010127423,0.00015677039,0.002829996,0.00048206424,0.000103693266,0.12343857,0.0046414584,0.0024697764],"study_design_scores_gemma":[0.00207283,0.00047068115,0.7383129,0.0009209278,0.000061842205,0.000121286444,0.026421208,0.00006786996,0.00051339716,0.0976548,0.13232648,0.0010557615],"about_ca_topic_score_codex":0.99595636,"about_ca_topic_score_gemma":0.9999986,"teacher_disagreement_score":0.12768503,"about_ca_system_score_codex":0.004210673,"about_ca_system_score_gemma":0.028206632,"threshold_uncertainty_score":0.999612},"labels":[],"label_agreement":null},{"id":"W2163310275","doi":"10.1108/ijm-02-2014-0052","title":"Vulnerable groups in Canada and labour market exclusion","year":2015,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Poverty; Demographic economics; Social exclusion; Immigration; Economics; Labour economics; Political science; Economic growth","score_opus":0.034799368029000424,"score_gpt":0.3623913695726846,"score_spread":0.3275920015436842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163310275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702057,0.00039256192,0.000027451873,0.010724985,0.0031118935,0.00006453907,0.000007817413,0.0000032109087,0.015461844],"genre_scores_gemma":[0.99271405,0.00018364482,0.00007237649,0.001261326,0.000387281,0.0000026377002,0.0000011713652,0.000006918016,0.0053705745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874693,0.0001766806,0.00040192608,0.000066505745,0.00045888973,0.00014909456],"domain_scores_gemma":[0.99894315,0.00020940223,0.00022106273,0.000045541605,0.00048800447,0.00009285621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093231426,0.00006797788,0.00014622374,0.00010968132,0.000074366304,0.0000071952886,0.00016409594,0.000032218664,0.0005971863],"category_scores_gemma":[0.00028738088,0.0000518381,0.000018717083,0.000046457066,0.0000134095235,0.00015478164,0.00014764519,0.00035879549,0.0000064224573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024489796,0.000026653797,0.8168307,0.0000096686845,0.000053438653,0.00025486105,0.0015160335,0.000012218118,0.000019099833,0.0008750681,0.17892753,0.0012298186],"study_design_scores_gemma":[0.0023822403,0.00005857858,0.73213106,0.00024865044,0.000006925158,0.00004359764,0.0047894916,0.000038404203,0.000008779127,0.0041466597,0.2560434,0.000102216465],"about_ca_topic_score_codex":0.37470356,"about_ca_topic_score_gemma":0.70727354,"teacher_disagreement_score":0.33257,"about_ca_system_score_codex":0.0005700522,"about_ca_system_score_gemma":0.000649073,"threshold_uncertainty_score":0.65387714},"labels":[],"label_agreement":null},{"id":"W2163838791","doi":"","title":"L'effet des politiques sociales sur l'emploi des nouveaux immigrants à Montréal : une analyse longitudinale et conjoncturelle","year":2009,"lang":"fr","type":"preprint","venue":"Americanae (AECID Library)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.07025439830413206,"score_gpt":0.36005615375329975,"score_spread":0.2898017554491677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163838791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88257957,0.038615875,0.000591444,0.058128215,0.0011404513,0.0019204684,0.0010382015,0.00091106934,0.015074734],"genre_scores_gemma":[0.8956434,0.06561111,0.006472528,0.009415391,0.0015147908,0.0003500581,0.000998321,0.00037575144,0.019618627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9885284,0.0036401297,0.0022374152,0.0018953335,0.00088251254,0.002816253],"domain_scores_gemma":[0.99324936,0.0020978122,0.0016805463,0.0014105001,0.0005520032,0.0010097951],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0007748561,0.0019173046,0.0032275687,0.00065656024,0.0030479988,0.00012981576,0.0013839301,0.0011544287,0.0022457507],"category_scores_gemma":[0.0005717551,0.0017865818,0.0012531249,0.0018333284,0.004314992,0.001566099,0.002080143,0.0029075376,0.0004897997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025685376,0.0006263033,0.8137728,0.00068343355,0.001549301,0.00021923473,0.017312484,0.00008705972,0.00003395618,0.012835225,0.1352257,0.017397663],"study_design_scores_gemma":[0.0012492448,0.00068379653,0.9155159,0.0018584034,0.00077932415,0.0000074389977,0.011596626,0.000038881466,0.00015318282,0.051708873,0.014788727,0.001619612],"about_ca_topic_score_codex":0.87814045,"about_ca_topic_score_gemma":0.12713179,"teacher_disagreement_score":0.7510086,"about_ca_system_score_codex":0.0007051409,"about_ca_system_score_gemma":0.0020930462,"threshold_uncertainty_score":0.9993928},"labels":[],"label_agreement":null},{"id":"W2163923299","doi":"10.1177/0143831x11434845","title":"Job satisfaction, flexible employment and job security among Turkish service sector workers","year":2012,"lang":"en","type":"article","venue":"Economic and Industrial Democracy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Turkish; Job satisfaction; Overtime; Job security; Job attitude; Business; Job rotation; Job design; Sample (material); Personnel psychology; Job performance; Labour economics; Work (physics); Demographic economics; Marketing; Psychology; Economics; Engineering; Social psychology","score_opus":0.07084932066847817,"score_gpt":0.3398774272090091,"score_spread":0.26902810654053094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163923299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817045,0.00044424026,0.000003335282,0.0076605924,0.0026191054,0.0007204067,0.000042059724,0.0001147294,0.0066910433],"genre_scores_gemma":[0.99236846,0.00028342204,0.0000170167,0.0011892627,0.0029620286,0.0000783409,0.000012926987,0.000031398074,0.003057132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981722,0.00023104783,0.0005522837,0.0003194517,0.00008368885,0.00064130034],"domain_scores_gemma":[0.9988961,0.0003119829,0.00023684869,0.00019316773,0.00004018515,0.00032172244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064458424,0.0002514281,0.00039863944,0.00008513308,0.0012424348,0.00003632268,0.00007969474,0.00034398265,0.0010181557],"category_scores_gemma":[0.000058808382,0.00023271731,0.000045533066,0.000084662715,0.00009268962,0.00069535594,0.0002333242,0.0006198974,0.00017840383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006422936,0.000008251311,0.8887165,0.000023843339,0.00008317413,2.8257156e-7,0.002197111,9.285891e-7,0.0000042172996,0.00039932676,0.10640595,0.0020961626],"study_design_scores_gemma":[0.0017174317,0.00004255347,0.94166404,0.00008795747,0.00005926706,0.0000014858399,0.0023603004,0.000014722988,0.000013658323,0.00092658924,0.05285161,0.0002603961],"about_ca_topic_score_codex":0.0076179686,"about_ca_topic_score_gemma":0.0021321017,"teacher_disagreement_score":0.05355434,"about_ca_system_score_codex":0.00021685255,"about_ca_system_score_gemma":0.000093955176,"threshold_uncertainty_score":0.99989504},"labels":[],"label_agreement":null},{"id":"W2164013558","doi":"10.7202/1027055ar","title":"L’emploi peu qualifié et à bas salaire : problématiques nord-européennes","year":2014,"lang":"fr","type":"article","venue":"Revue multidisciplinaire sur l emploi le syndicalisme et le travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.055494586163492676,"score_gpt":0.3675890479169389,"score_spread":0.31209446175344624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164013558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6042301,0.0072981906,0.0030625698,0.3646735,0.00444415,0.0034030422,0.00054096367,0.0016351608,0.010712325],"genre_scores_gemma":[0.90792197,0.004131575,0.0027619093,0.0032960111,0.0022496115,0.00085626304,0.0005353423,0.00077209674,0.07747524],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97853875,0.010989425,0.003484701,0.00252432,0.0013166774,0.0031461427],"domain_scores_gemma":[0.98994493,0.004154195,0.0015783859,0.0021173141,0.0009047914,0.001300407],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0075100265,0.001953135,0.002886182,0.0005748101,0.0036614547,0.00028855182,0.0014700781,0.0017513103,0.0006229788],"category_scores_gemma":[0.0029762606,0.0019567704,0.0011346224,0.0010873103,0.0017322345,0.0014863011,0.0016722322,0.004036345,0.002013445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006266894,0.007708463,0.2287037,0.022889512,0.0016380459,0.00044178308,0.2606396,0.00035360106,0.0011339652,0.22087438,0.17891888,0.07607138],"study_design_scores_gemma":[0.0071327076,0.0012196137,0.621057,0.011894631,0.0005614195,0.0001060112,0.013211802,0.0014820507,0.00021810841,0.0058103516,0.3336157,0.0036906002],"about_ca_topic_score_codex":0.0137873255,"about_ca_topic_score_gemma":0.033877548,"teacher_disagreement_score":0.3923533,"about_ca_system_score_codex":0.00041386683,"about_ca_system_score_gemma":0.0018603316,"threshold_uncertainty_score":0.9995446},"labels":[],"label_agreement":null},{"id":"W2164150466","doi":"10.1177/0896920508099190","title":"Marx, Globalization and Alienation: Received and Underappreciated Wisdoms","year":2009,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Alienation; Context (archaeology); Globalization; Sociology; Consumption (sociology); Development economics; Political science; Political economy; Social science; Economics; Law","score_opus":0.056340219031792704,"score_gpt":0.43799811049889603,"score_spread":0.3816578914671033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164150466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82231414,0.0019486371,0.00153571,0.15413891,0.00047699793,0.00036818977,0.000014887694,0.00015927783,0.019043222],"genre_scores_gemma":[0.9925185,0.00041018418,0.000112663896,0.006504481,0.00015909075,0.00001486418,0.000031721156,0.000004508904,0.00024399692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99898285,0.00032904244,0.00019156425,0.00017831,0.00005315104,0.000265096],"domain_scores_gemma":[0.9991025,0.00064151787,0.000026223324,0.000056115114,0.00010292913,0.00007071812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021318706,0.00008089494,0.00017147488,0.00002122564,0.0006476809,0.0000038726557,0.000030030857,0.00021449121,0.00013860653],"category_scores_gemma":[0.0005994198,0.00006887443,0.000011960981,0.000046430392,0.0005842918,0.00005387693,0.00003890018,0.00016698212,0.0000149967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053064876,0.000050126844,0.080389865,0.000058560272,0.00002717948,0.0000037421025,0.006815164,2.437391e-7,0.00019249391,0.89103967,0.015633233,0.00573665],"study_design_scores_gemma":[0.00094029313,0.00025403552,0.5479495,0.000042071333,0.00003675046,0.0000023150483,0.0036484334,0.000082381026,0.0000043043783,0.42938054,0.017503101,0.00015631155],"about_ca_topic_score_codex":0.00001819902,"about_ca_topic_score_gemma":0.000013310982,"teacher_disagreement_score":0.4675596,"about_ca_system_score_codex":0.000035002588,"about_ca_system_score_gemma":0.000018576164,"threshold_uncertainty_score":0.49815032},"labels":[],"label_agreement":null},{"id":"W2164238592","doi":"10.12927/hcq.2009.20521","title":"Building a National Nursing Agenda - A Timely Response for the Sickest Workers in the Country","year":2000,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Nursing; Best practice; Nurse Administrator; MEDLINE; Medicine; Business; Political science","score_opus":0.08085289917504677,"score_gpt":0.4541622937505897,"score_spread":0.3733093945755429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164238592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.585031,0.0020819388,0.00021996522,0.40413508,0.00082975585,0.003583762,0.0001455701,0.00013669304,0.0038362585],"genre_scores_gemma":[0.9852748,0.00004141715,0.00021203201,0.011180995,0.00068243523,0.0010127561,0.000018958253,0.000030683757,0.0015459036],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968269,0.0012548063,0.0005225862,0.0002727688,0.00043812755,0.000684815],"domain_scores_gemma":[0.99510807,0.0042840983,0.00012366382,0.00026491904,0.00016323791,0.000055995915],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030683323,0.00017603711,0.00021116713,0.00008624024,0.0022038603,0.000028399058,0.0002875473,0.0001315773,0.00015464975],"category_scores_gemma":[0.000115926814,0.00010682377,0.00007603644,0.0003735203,0.00011453807,0.000111218134,0.000006248863,0.00056727836,0.00008764942],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068066823,0.00025878227,0.038122404,0.0004035396,0.00009971784,0.00002072759,0.27868992,0.000025750483,0.000041438077,0.028517902,0.30315277,0.34386036],"study_design_scores_gemma":[0.001987285,0.0009579449,0.4017907,0.0011724654,0.000035408902,0.000009326308,0.09566892,0.00032406198,6.657027e-7,0.008803857,0.48893288,0.0003164805],"about_ca_topic_score_codex":0.0018079841,"about_ca_topic_score_gemma":0.0025043515,"teacher_disagreement_score":0.40024385,"about_ca_system_score_codex":0.00035114362,"about_ca_system_score_gemma":0.000691539,"threshold_uncertainty_score":0.99909514},"labels":[],"label_agreement":null},{"id":"W2165974082","doi":"10.2190/hs.41.3.b","title":"How Do Macro-Level Contexts and Policies Affect the Employment Chances of Chronically Ill and Disabled People? Part II: The Impact of Active and Passive Labor Market Policies","year":2011,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Affect (linguistics); Labour economics; Welfare; Investment (military); Welfare state; Danish; Economics; Demographic economics; Business; Political science; Market economy; Sociology","score_opus":0.046141747980854284,"score_gpt":0.40623477152312143,"score_spread":0.36009302354226713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165974082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395465,0.00456197,0.000003248243,0.054640144,0.00028142586,0.00042388024,0.00026168223,0.000004650579,0.00027649413],"genre_scores_gemma":[0.9869829,0.011413456,0.000022323762,0.0011462827,0.00022286348,0.000021150669,0.0000021562246,0.000010961027,0.00017791195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998101,0.00044660224,0.00065729517,0.00012567324,0.00038421774,0.00028523945],"domain_scores_gemma":[0.99649084,0.0008238409,0.0016168066,0.000114814036,0.0008604921,0.00009318786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007152587,0.00017773992,0.00048601654,0.00010442624,0.00053450634,0.00002735953,0.00031939644,0.000056368393,0.000053927193],"category_scores_gemma":[0.000082554696,0.00008503059,0.00008064359,0.00008851578,0.00025036963,0.00026580482,0.00032016606,0.0002482363,2.2764372e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012086534,0.00020167447,0.8125891,0.00056183257,0.0014332113,0.0000021801447,0.17020588,0.0000011934494,0.00011492259,0.0030660632,0.0025029767,0.008112301],"study_design_scores_gemma":[0.0010642947,0.0009376992,0.9634293,0.0009779948,0.000044421486,0.000017627872,0.031062076,0.000008375521,0.000082561135,0.0013329918,0.00096776395,0.00007493817],"about_ca_topic_score_codex":0.008830233,"about_ca_topic_score_gemma":0.006894282,"teacher_disagreement_score":0.15084013,"about_ca_system_score_codex":0.00008750455,"about_ca_system_score_gemma":0.00023273584,"threshold_uncertainty_score":0.9977701},"labels":[],"label_agreement":null},{"id":"W2166724906","doi":"10.1177/1557988313490786","title":"Beyond Workers’ Compensation","year":2013,"lang":"en","type":"review","venue":"American Journal of Men s Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Promotion (chess); Context (archaeology); Unemployment; Depression (economics); Health promotion; Work (physics); Compensation (psychology); Psychology; Workplace health promotion; Gerontology; Medicine; Psychiatry; Public health; Nursing; Political science; Social psychology; Politics; Economic growth; Geography","score_opus":0.11963481547848395,"score_gpt":0.4890506089611838,"score_spread":0.3694157934826998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166724906","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030805208,0.98616046,0.00006316938,0.004848406,0.0010580956,0.0011798103,0.00001698269,0.000024596433,0.0066176676],"genre_scores_gemma":[0.000025895084,0.99463195,0.00077839504,0.0012661748,0.0012886064,0.00006099508,0.000022449714,0.000066674605,0.0018588648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99365693,0.002448967,0.002498421,0.00021519553,0.00049956713,0.0006808884],"domain_scores_gemma":[0.9905266,0.0010347726,0.0074054077,0.0002869558,0.00035007708,0.00039617144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021566418,0.00038012528,0.0035610811,0.00036284555,0.00068128196,0.000011619851,0.0003784328,0.00012579,0.0003537745],"category_scores_gemma":[0.00009027989,0.00025289034,0.00043346873,0.00048538056,0.00017529145,0.00011936359,0.00010857657,0.0016297074,0.00038613562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008293914,0.000025541027,0.00064927025,0.0036545286,0.00023354217,0.0000033188774,0.0014152353,6.4765295e-8,5.8651746e-9,0.00018051431,0.12789984,0.86592984],"study_design_scores_gemma":[0.0002616415,0.00069152075,0.00030672087,0.0165054,0.00021496389,0.000018940873,0.0045959232,1.8508955e-7,2.6419267e-9,0.00011806485,0.9770999,0.00018674787],"about_ca_topic_score_codex":0.0008930125,"about_ca_topic_score_gemma":0.000037442198,"teacher_disagreement_score":0.8657431,"about_ca_system_score_codex":0.0007892946,"about_ca_system_score_gemma":0.0027006944,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W2166994821","doi":"","title":"Seasonal Work and Employment Insurance Use","year":2003,"lang":"en","type":"article","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Seasonality; Work (physics); Variety (cybernetics); Demographic economics; Incidence (geometry); Longitudinal data; Geography; Actuarial science; Business; Economics; Demography; Statistics; Engineering; Mathematics; Sociology","score_opus":0.04765424896112729,"score_gpt":0.2926715868091967,"score_spread":0.2450173378480694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166994821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676694,0.0007194034,0.00013317504,0.0018784222,0.00019034189,0.00060545176,0.00024664696,0.00010427526,0.028452856],"genre_scores_gemma":[0.9713339,0.0017674017,0.0025873429,0.00038560224,0.000044341246,0.0000038566873,0.00004675879,0.000040857685,0.023789931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969407,0.0009698942,0.00035749056,0.000556846,0.0004688045,0.0007062921],"domain_scores_gemma":[0.9976673,0.0009670246,0.00027787947,0.00055903994,0.00021633018,0.00031244138],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005313795,0.00033927025,0.0005404583,0.00017877006,0.0017363714,0.000011394089,0.00042334365,0.00016035193,0.00061951415],"category_scores_gemma":[0.00029383274,0.0003672147,0.00019836554,0.00029746056,0.0007319148,0.00028180477,0.0006027948,0.00075639144,0.000047886835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052617025,0.00019618124,0.9463628,0.0001458923,0.00026475143,0.00006232787,0.026920078,0.0000049342093,0.00010005785,0.01139904,0.010077368,0.0039404184],"study_design_scores_gemma":[0.0018466488,0.00015215039,0.6883616,0.00035618225,0.0000692942,0.0000044599838,0.01234698,0.00003195552,0.000006997963,0.00071369484,0.2957454,0.00036464137],"about_ca_topic_score_codex":0.0015447519,"about_ca_topic_score_gemma":0.0026561127,"teacher_disagreement_score":0.28566805,"about_ca_system_score_codex":0.00015116754,"about_ca_system_score_gemma":0.00022974992,"threshold_uncertainty_score":0.999878},"labels":[],"label_agreement":null},{"id":"W2167609577","doi":"10.1007/s00181-011-0508-6","title":"The ‘trendiness’ of sleep: an empirical investigation into the cyclical nature of sleep time","year":2011,"lang":"en","type":"article","venue":"Empirical Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sleep (system call); Affect (linguistics); Economics; Recession; Unemployment; Sleep deprivation; Great recession; Unemployment rate; Work (physics); Demographic economics; Cognition; Psychology; Monetary economics; Labour economics; Macroeconomics; Psychiatry","score_opus":0.07682359002095165,"score_gpt":0.3935609361102902,"score_spread":0.31673734608933857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167609577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97126305,0.00021155489,0.000014789029,0.019278986,0.0005098491,0.0003752935,0.000014772034,0.000044421227,0.008287254],"genre_scores_gemma":[0.99547255,0.00011355087,0.0002735396,0.0028885633,0.00037156555,0.00006574717,0.000027306816,0.000030261024,0.0007569336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793434,0.00041069672,0.00087741314,0.00028950823,0.0001252313,0.0003627852],"domain_scores_gemma":[0.9976649,0.0010610658,0.00044126846,0.00055242714,0.00014211563,0.00013816611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089994277,0.00019526703,0.0004040491,0.000058415164,0.00073519716,0.000007280145,0.0005145255,0.00038572305,0.00024784156],"category_scores_gemma":[0.0003097548,0.00010991625,0.00013604396,0.0001804151,0.0005892844,0.0001488326,0.0002969291,0.00077437295,0.00011090373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002111706,0.00014081417,0.9326171,0.000047027002,0.00015160853,6.0872395e-7,0.03038437,0.000012174841,0.00005515175,0.0100784935,0.02257859,0.003722883],"study_design_scores_gemma":[0.00073072675,0.00032454263,0.89216405,0.000039317012,0.00009135929,9.399316e-7,0.002873098,0.0019333225,0.00045369743,0.04186816,0.05924663,0.00027413553],"about_ca_topic_score_codex":0.00021828144,"about_ca_topic_score_gemma":0.00057660206,"teacher_disagreement_score":0.04045304,"about_ca_system_score_codex":0.000088208755,"about_ca_system_score_gemma":0.000116755305,"threshold_uncertainty_score":0.56546164},"labels":[],"label_agreement":null},{"id":"W2167635312","doi":"10.1177/0022185614523161","title":"The Australian labour market in 2013","year":2014,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.09982329931432282,"score_gpt":0.4011933055004183,"score_spread":0.3013700061860955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167635312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5864307,0.00019965519,0.00007194162,0.35668746,0.0047649606,0.0005220954,0.000010155301,0.00001916964,0.05129384],"genre_scores_gemma":[0.93469346,0.00019594784,0.00006380129,0.00033461393,0.0023291833,0.000012414765,0.0000012853769,0.000012253751,0.06235707],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980454,0.00066096446,0.0007692303,0.00005588484,0.00021678819,0.00025173704],"domain_scores_gemma":[0.9973045,0.0017969701,0.0005128855,0.00011277332,0.00019812222,0.0000747556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025070868,0.00007483193,0.00017775694,0.000113772076,0.0007767866,0.000013054204,0.00015767275,0.00019015133,0.0004993746],"category_scores_gemma":[0.002187177,0.000045339075,0.00006973614,0.0002391675,0.0000453878,0.00013618106,0.000038884933,0.0012433716,0.00005860269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000591325,0.00001545141,0.32523304,0.0000015908353,0.000026372652,0.0000012712144,0.00038778238,0.000027314047,0.00000397053,0.0058949227,0.6656214,0.002727753],"study_design_scores_gemma":[0.0012719568,0.00007071639,0.17480697,0.00014190555,0.000017100261,0.0000012489387,0.0010442877,0.000012887481,0.0000010853486,0.0039443234,0.8186403,0.000047239755],"about_ca_topic_score_codex":0.00015920302,"about_ca_topic_score_gemma":0.0005219511,"teacher_disagreement_score":0.35635284,"about_ca_system_score_codex":0.000110325374,"about_ca_system_score_gemma":0.00014403305,"threshold_uncertainty_score":0.5974493},"labels":[],"label_agreement":null},{"id":"W2167959842","doi":"10.7202/1002169ar","title":"The Relationship between Professional Immigrant Parents’ Underemployment Status and their Children’s Emotional Health and Behavioral Patterns","year":2010,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Learning Partnership; University of British Columbia","funders":"","keywords":"Underemployment; Immigration; Focus group; Psychology; Population; Developmental psychology; Medicine; Gerontology; Demography; Clinical psychology; Geography; Environmental health; Unemployment; Sociology; Economic growth","score_opus":0.12363329168005961,"score_gpt":0.44094168346458906,"score_spread":0.31730839178452946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167959842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482475,0.0028516375,0.0000068690065,0.045904703,0.0024110535,0.00026663585,0.00025732582,0.0000085952,0.000045665776],"genre_scores_gemma":[0.99569035,0.0023251916,0.00003718734,0.00077009946,0.00082841876,0.000021217484,0.000032421896,0.000015069592,0.00028004183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804795,0.0002215909,0.0007210572,0.00015349989,0.00041778776,0.00043809757],"domain_scores_gemma":[0.9971059,0.001241595,0.0005080768,0.00009356244,0.0006054912,0.0004453721],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007867571,0.00017768871,0.0002933733,0.0004036122,0.0018229269,0.00003721799,0.00020770224,0.0000744482,0.000017673428],"category_scores_gemma":[0.00038990568,0.0001073117,0.00006592962,0.00009097466,0.00022363858,0.00015610315,0.00014825938,0.0008289529,0.0000028669594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025156662,0.000017670376,0.9773077,0.000011723149,0.00035860104,0.0000028613763,0.008802908,1.2650354e-7,0.0000019239126,0.0054717525,0.004048482,0.0039511295],"study_design_scores_gemma":[0.00068976986,0.00010728242,0.9650028,0.00025615288,0.00001977505,0.000016020298,0.018769518,3.3376432e-7,0.0000011744354,0.0029081258,0.012131625,0.00009742011],"about_ca_topic_score_codex":0.03414086,"about_ca_topic_score_gemma":0.3996749,"teacher_disagreement_score":0.36553404,"about_ca_system_score_codex":0.00028159848,"about_ca_system_score_gemma":0.0008038923,"threshold_uncertainty_score":0.99947655},"labels":[],"label_agreement":null},{"id":"W2168038341","doi":"10.2190/vyn8-6nky-rkum-l0xw","title":"Job Stress and Job Dissatisfaction of Home Care Workers in the Context of Health Care Restructuring","year":2002,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Australian Government; McMaster University","keywords":"Restructuring; Job satisfaction; Health care; Nursing; Context (archaeology); Psychology; Survey data collection; Job stress; Job attitude; Work (physics); Business; Job performance; Medicine; Social psychology; Political science","score_opus":0.035618680356341074,"score_gpt":0.39560050764489174,"score_spread":0.35998182728855066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168038341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619132,0.022780428,0.0000039666497,0.013842736,0.000876184,0.0002704372,0.000064472406,0.0000048529278,0.00024368824],"genre_scores_gemma":[0.9956593,0.0030303118,0.000055885463,0.0010460856,0.00017245738,0.000005822511,0.000007875621,0.000009482027,0.000012796248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728805,0.00054387504,0.0012831071,0.00010812944,0.0005545449,0.00022228395],"domain_scores_gemma":[0.99736565,0.00030094877,0.0016114529,0.00010386071,0.0005634881,0.0000545932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061827945,0.000113111724,0.00040609835,0.00023012317,0.00026086465,0.000009670411,0.00030826178,0.000056275127,0.000040575665],"category_scores_gemma":[0.000017744585,0.000078262296,0.000058492195,0.00010806878,0.000049967453,0.00019632318,0.00007106219,0.0003557174,8.0349383e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006142103,0.000014761939,0.8500001,0.0014519497,0.0000514475,0.000002731982,0.13222644,0.000015674457,0.0000025025388,0.00016502036,0.00016671814,0.015841264],"study_design_scores_gemma":[0.0007354819,0.00014924197,0.725926,0.0024210024,0.0000058192386,0.0000040790637,0.2701165,0.0000048282427,0.0000053357126,0.000081006394,0.0005106696,0.000040017083],"about_ca_topic_score_codex":0.0132488515,"about_ca_topic_score_gemma":0.017253578,"teacher_disagreement_score":0.13789009,"about_ca_system_score_codex":0.00023321506,"about_ca_system_score_gemma":0.00014947954,"threshold_uncertainty_score":0.993322},"labels":[],"label_agreement":null},{"id":"W2168087367","doi":"","title":"Economic Security in Nova Scotia","year":2008,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Unemployment; Economic security; Index (typography); Economics; Political science; Geography; Economic growth; Engineering; Computer science","score_opus":0.08568128308022178,"score_gpt":0.43553142046878485,"score_spread":0.3498501373885631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168087367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69683856,0.0002261242,1.3188152e-7,0.0016279273,0.0015365572,0.0015023362,0.000098757155,0.000052094903,0.29811755],"genre_scores_gemma":[0.9611297,0.032578144,0.00006691176,0.00024873993,0.0008593968,0.00040792747,0.00011340858,0.00010869137,0.0044870307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99434537,0.0010420524,0.0014779052,0.0012317026,0.00021921951,0.0016837448],"domain_scores_gemma":[0.9968616,0.0013051335,0.0003366984,0.0011754998,0.00010525659,0.00021585518],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029695372,0.00045516968,0.0010620835,0.0009207144,0.00043892645,0.000029332743,0.0008554623,0.0009780166,0.000779848],"category_scores_gemma":[0.00040633132,0.00050200586,0.00020251951,0.00012459351,0.00042789444,0.00012295457,0.0031501835,0.0056465343,0.0005610475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017915084,0.00018640241,0.97050405,0.000623286,0.000121072546,0.000081394806,0.006619915,0.0015312829,0.00000490971,0.000939587,0.0049345093,0.014274439],"study_design_scores_gemma":[0.0059990357,0.00025819783,0.7218404,0.0034381957,0.000024203599,0.000010022155,0.010428576,0.0038944352,0.000035080368,0.021001462,0.23060775,0.002462678],"about_ca_topic_score_codex":0.008104581,"about_ca_topic_score_gemma":0.099232875,"teacher_disagreement_score":0.2936305,"about_ca_system_score_codex":0.0039896346,"about_ca_system_score_gemma":0.0019463623,"threshold_uncertainty_score":0.9998339},"labels":[],"label_agreement":null},{"id":"W2168296608","doi":"10.12927/cjnl.2007.19471","title":"The Effects of Organizational Flexibility on Nurse Utilization and Vacancy Statistics in Ontario Hospitals","year":2007,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Overtime; Health care; Staffing; Business; Restructuring; Workforce; Nursing; Flexibility (engineering); Agency (philosophy); Labour economics; Medicine; Economics; Economic growth; Management; Finance; Sociology","score_opus":0.17534520569664697,"score_gpt":0.40865175200029946,"score_spread":0.2333065463036525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168296608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98961884,0.00060436176,0.00095379975,0.003019045,0.0010205312,0.00069040287,0.0000048397915,0.000032211843,0.0040559885],"genre_scores_gemma":[0.99792963,0.000018956185,0.00014251459,0.00023436757,0.00005950414,0.0000074828445,0.00001634201,0.000013215866,0.001577978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885464,0.00016910554,0.00031248076,0.00015597664,0.00019407875,0.0003137464],"domain_scores_gemma":[0.99766576,0.0019231007,0.00011979583,0.00012786368,0.00012188251,0.000041591906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006320189,0.000096461576,0.00014048835,0.000058603586,0.00043500963,0.0000048024413,0.00005881566,0.00009428373,0.000027114078],"category_scores_gemma":[0.0008054104,0.00007423761,0.000011584076,0.00015828587,0.00018376815,0.000040009803,0.000007869182,0.00030116914,0.0000057082107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014736931,0.00009155303,0.92202824,0.00018609731,0.000010474814,0.0000014193432,0.03145591,6.515289e-7,0.000034728007,0.03484014,0.0017905423,0.009412842],"study_design_scores_gemma":[0.0005402281,0.00018130198,0.9811047,0.0007476598,0.000014397976,1.2158259e-7,0.008457184,0.0000057230586,0.00015344168,0.008460246,0.00026341487,0.000071600414],"about_ca_topic_score_codex":0.0012626016,"about_ca_topic_score_gemma":0.034640897,"teacher_disagreement_score":0.059076414,"about_ca_system_score_codex":0.00035276625,"about_ca_system_score_gemma":0.0001341934,"threshold_uncertainty_score":0.9829744},"labels":[],"label_agreement":null},{"id":"W2168345452","doi":"10.7202/010923ar","title":"Part-Time and Casual Work in Retail Trade","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"International Union of Food Science and Technology; Toronto Public Health; Public Health Ontario; McMaster University","funders":"","keywords":"Casual; Absenteeism; Dignity; Work (physics); Business; Wage; Labour economics; Demographic economics; Public relations; Psychology; Economics; Social psychology; Political science; Engineering","score_opus":0.0794259351635878,"score_gpt":0.35408604545185784,"score_spread":0.27466011028827003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168345452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134658,0.0012253883,0.0000059386903,0.049229115,0.00012065447,0.0003938038,0.000013116778,0.00008694754,0.035459228],"genre_scores_gemma":[0.9484466,0.0002258622,0.0001324274,0.00030500826,0.00041121207,0.000059693095,0.000021961001,0.00001661963,0.05038066],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989315,0.00016172293,0.00035731558,0.00016489244,0.00010335149,0.0002811785],"domain_scores_gemma":[0.99926865,0.00045100442,0.00007612342,0.00012683087,0.00001678799,0.000060629325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028149947,0.00010442919,0.00015797662,0.000102445134,0.0005784144,0.0000056478475,0.000052096322,0.0002824331,0.001051191],"category_scores_gemma":[0.00015154293,0.00009455703,0.000021184916,0.00033856631,0.000066498345,0.0001154409,0.00005569509,0.0006565722,0.00038340603],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024944266,0.00005564897,0.78687316,0.0000025511463,0.000028539704,0.0000031502357,0.007846376,0.00008392689,0.0000069364655,0.0021476925,0.17091748,0.032009605],"study_design_scores_gemma":[0.000630926,0.000020530826,0.22910778,0.00015291944,0.000018826508,5.970253e-7,0.0018994928,0.0000741585,0.0000062988615,0.000114759045,0.76783663,0.00013706782],"about_ca_topic_score_codex":0.000047022837,"about_ca_topic_score_gemma":0.00018460624,"teacher_disagreement_score":0.5969192,"about_ca_system_score_codex":0.00007941309,"about_ca_system_score_gemma":0.00008084202,"threshold_uncertainty_score":0.99986196},"labels":[],"label_agreement":null},{"id":"W2169021942","doi":"10.7202/039528ar","title":"Gender Differences in Precarious Work Settings","year":2010,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Human capital; Precarious work; Work (physics); Affect (linguistics); Labour economics; Demographic economics; Quality (philosophy); Political science; Economics; Sociology; Economic growth","score_opus":0.07948405577784598,"score_gpt":0.35863725007564395,"score_spread":0.27915319429779795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169021942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93271035,0.00018814392,0.000029451596,0.0070572034,0.0007196782,0.00040731783,0.00000655896,0.00010033793,0.05878097],"genre_scores_gemma":[0.9838631,0.000029613075,0.00016834588,0.00017377707,0.00024492232,0.00011119531,0.000012428911,0.000013679615,0.0153829325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988418,0.00012708158,0.000361389,0.00019406831,0.00014263505,0.00033300938],"domain_scores_gemma":[0.9989183,0.00065263273,0.000112126145,0.00019687116,0.00006279806,0.000057271598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029970938,0.0001201419,0.00016684803,0.00013882188,0.0007436322,0.000008874397,0.00012347875,0.0004180184,0.001034348],"category_scores_gemma":[0.00037695724,0.00010024432,0.000032187316,0.00045466234,0.00007633091,0.000088394976,0.00009626389,0.0016453118,0.00030304538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051083816,0.000026309926,0.9598081,0.0000022510724,0.00001495161,0.0000011891228,0.0073136864,0.0000023024315,0.000017141281,0.004372624,0.025779072,0.002657274],"study_design_scores_gemma":[0.00034993622,0.000009529645,0.88016385,0.0000693183,0.0000137506595,2.3252387e-7,0.002662284,0.000012114955,0.000006902894,0.0016881065,0.11489366,0.00013032125],"about_ca_topic_score_codex":0.00016368103,"about_ca_topic_score_gemma":0.00041130508,"teacher_disagreement_score":0.08911459,"about_ca_system_score_codex":0.00003704352,"about_ca_system_score_gemma":0.00016049058,"threshold_uncertainty_score":0.9998788},"labels":[],"label_agreement":null},{"id":"W2169065688","doi":"10.6000/1929-4247.2014.03.01.8","title":"Economic Recessions and Infant Mortality in the U.S., 1999-2008","year":2014,"lang":"en","type":"article","venue":"International Journal of Child Health and Nutrition","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins University; Bill and Melinda Gates Foundation","keywords":"Medicine; Recession; Keynesian economics; Economics","score_opus":0.033491125357124535,"score_gpt":0.4111164932191162,"score_spread":0.37762536786199163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169065688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83706075,0.002963261,0.00004584251,0.15742587,0.0007465082,0.00023324756,0.000015708156,0.0000048407896,0.0015039956],"genre_scores_gemma":[0.9743842,0.01500908,0.000045658147,0.009505151,0.0010123708,0.000015555384,0.000012005856,0.0000040913187,0.000011919282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987133,0.00033765603,0.00055061193,0.00008130383,0.00017230285,0.00014482156],"domain_scores_gemma":[0.9991244,0.00029618223,0.00036893744,0.000052776257,0.000068111,0.00008956897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012287011,0.00006674854,0.00017701925,0.00013303522,0.00032885335,0.000012525211,0.00011090201,0.000045560904,0.000019621732],"category_scores_gemma":[0.00010241368,0.000043829954,0.000030162462,0.000031157517,0.000042683645,0.00014834927,0.000035061854,0.0003589557,0.0000026360544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002079833,0.00011214406,0.954853,0.00011064709,0.000036819172,0.0000031977677,0.0035049866,9.623647e-7,0.0000025534464,0.008071047,0.026234873,0.0068617975],"study_design_scores_gemma":[0.0018692416,0.00022220037,0.80197597,0.00083538867,0.0000061088263,0.000034609442,0.0012396584,0.000028167551,0.0000013083597,0.0070962575,0.18663904,0.00005204012],"about_ca_topic_score_codex":0.0004423896,"about_ca_topic_score_gemma":0.0009304591,"teacher_disagreement_score":0.16040416,"about_ca_system_score_codex":0.00007040734,"about_ca_system_score_gemma":0.00006258595,"threshold_uncertainty_score":0.25293073},"labels":[],"label_agreement":null},{"id":"W2169297069","doi":"10.7202/012140ar","title":"Quand le malheur frappe les bénéficiaires de la sécurité du revenu. Sur qui peuvent-ils s’appuyer ?","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Betrayal; Distress; Psychological distress; Poverty; Humanities; Welfare; Social psychology; Political science; Clinical psychology; Art; Psychiatry; Mental health","score_opus":0.029007517234814616,"score_gpt":0.3297482390327437,"score_spread":0.3007407217979291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169297069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89004713,0.040340096,0.00006495706,0.041999836,0.001514691,0.0008896988,0.00024054489,0.00018307593,0.024719995],"genre_scores_gemma":[0.9426356,0.0016549585,0.000119964665,0.0009298717,0.0019521177,0.00018008395,0.00007517934,0.00012124644,0.05233099],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99428374,0.0018639343,0.0010225998,0.0006577458,0.00047439671,0.0016975864],"domain_scores_gemma":[0.99729455,0.0013946329,0.0004273823,0.0004916198,0.00012507022,0.00026674493],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016134062,0.0005932565,0.00072253897,0.0001542561,0.0027338949,0.000059377417,0.00039047195,0.0005729697,0.0014815845],"category_scores_gemma":[0.00019915921,0.0005999165,0.0003342103,0.000282674,0.00086485804,0.00032350727,0.00039058746,0.00091281167,0.000587379],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012199373,0.0010618266,0.7561546,0.00073862856,0.00018760802,0.00012639366,0.01006562,0.000007330621,0.001119354,0.012510753,0.20603043,0.0118754655],"study_design_scores_gemma":[0.0024432319,0.00022017551,0.39809817,0.0013477291,0.00021265907,0.000030051317,0.020321405,0.000028579776,0.0012337463,0.0020477343,0.57329667,0.00071985007],"about_ca_topic_score_codex":0.78714526,"about_ca_topic_score_gemma":0.6634096,"teacher_disagreement_score":0.36726624,"about_ca_system_score_codex":0.0010401182,"about_ca_system_score_gemma":0.0026597043,"threshold_uncertainty_score":0.99964523},"labels":[],"label_agreement":null},{"id":"W2169732723","doi":"10.7202/502075ar","title":"Un programme de main-d’oeuvre pathogène : le programme pour les domestiques étrangères","year":2008,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0495184588318183,"score_gpt":0.3505311832779508,"score_spread":0.3010127244461325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169732723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8571475,0.029216163,0.00023289208,0.09714689,0.001004726,0.002336529,0.00016461185,0.0005053373,0.012245326],"genre_scores_gemma":[0.9336848,0.0026587863,0.004112373,0.0011835394,0.0016880307,0.00088603847,0.000082411694,0.0001642625,0.05553975],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99325985,0.0013408677,0.0010156505,0.0007746858,0.0005439463,0.0030650096],"domain_scores_gemma":[0.9975082,0.0006958036,0.0003927699,0.0005497677,0.00017451729,0.0006789333],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001346469,0.0007290045,0.00080807897,0.00016559841,0.0044277045,0.00004028757,0.00047122358,0.00057296286,0.0011524891],"category_scores_gemma":[0.0003326543,0.0006867504,0.00038790968,0.0004015902,0.0012380832,0.00030702524,0.00039633963,0.0010805082,0.0003938856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018958679,0.0023325272,0.52417976,0.0010254416,0.00045580766,0.00069552386,0.096149884,0.0000015283472,0.0007796672,0.0051020393,0.03967163,0.32941657],"study_design_scores_gemma":[0.005124236,0.0010878632,0.40142775,0.0015890576,0.00031429404,0.00033281327,0.06200862,0.000033402204,0.002003653,0.003105866,0.52160347,0.0013689674],"about_ca_topic_score_codex":0.3571497,"about_ca_topic_score_gemma":0.26670182,"teacher_disagreement_score":0.48193187,"about_ca_system_score_codex":0.002287197,"about_ca_system_score_gemma":0.00646716,"threshold_uncertainty_score":0.99976057},"labels":[],"label_agreement":null},{"id":"W2169924430","doi":"","title":"The Meaning of Work Among Nonstandard Workers: A Multifaceted Reality","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"","keywords":"Meaning (existential); Psychology; Centrality; Social psychology; Exploratory research; Work (physics); Value (mathematics); Sample (material); Applied psychology; Sociology; Social science; Psychotherapist","score_opus":0.044905196147068956,"score_gpt":0.3530523521795103,"score_spread":0.30814715603244136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169924430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660482,0.01841492,0.0054056137,0.006926222,0.001112932,0.00041328734,0.00000892055,0.000010005023,0.0016598942],"genre_scores_gemma":[0.92678976,0.070843615,0.00019118725,0.00046610832,0.00034795265,0.000015083594,7.9277953e-7,0.000028123455,0.0013173857],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985669,0.00023473788,0.00057571515,0.00009147817,0.0001715308,0.0003595836],"domain_scores_gemma":[0.9980769,0.00051404693,0.00045764082,0.0001510456,0.0005008575,0.00029949367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011820315,0.000116287745,0.00025878684,0.00009503813,0.0010516978,0.00003591084,0.0001547812,0.000093378774,0.0001700157],"category_scores_gemma":[0.000007838182,0.00007447837,0.00007317592,0.00018561575,0.00024169641,0.000090477806,2.3529924e-7,0.00041016427,0.000004814342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003620156,0.000016660892,0.6992886,0.00005636352,0.0005078608,0.000007925288,0.10167369,0.00004780366,0.00007712539,0.002092175,0.11904445,0.07682531],"study_design_scores_gemma":[0.0034777215,0.0003726903,0.0812309,0.0037548437,0.00007915139,0.0000070928663,0.011782173,0.00007075601,0.000029305464,0.08153625,0.81721586,0.0004432645],"about_ca_topic_score_codex":0.0051037217,"about_ca_topic_score_gemma":0.026608124,"teacher_disagreement_score":0.6981714,"about_ca_system_score_codex":0.00002239199,"about_ca_system_score_gemma":0.00020795144,"threshold_uncertainty_score":0.9911537},"labels":[],"label_agreement":null},{"id":"W2169936853","doi":"10.1111/1468-232x.00307","title":"The Influence of Regular Work Systems on Compensation for Contingent Workers","year":2003,"lang":"en","type":"article","venue":"Industrial Relations A Journal of Economy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Work (physics); Compensation (psychology); Spillover effect; Workforce; Business; Labour economics; Workers' compensation; Economics; Microeconomics; Psychology; Social psychology; Engineering; Economic growth","score_opus":0.08881603468773579,"score_gpt":0.35033735770723123,"score_spread":0.26152132301949543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169936853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930903,0.0005641713,0.0003598124,0.0023528351,0.0006190271,0.00062381144,0.0000041444755,0.0000038042886,0.0023821513],"genre_scores_gemma":[0.998644,0.00011965396,0.00011729054,0.000067659515,0.00022961192,0.000025969646,8.232438e-7,0.000004969785,0.00079004595],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988654,0.0002044261,0.0006643011,0.000060862636,0.0000697561,0.00013523421],"domain_scores_gemma":[0.99666166,0.0021058253,0.0008265539,0.00007310355,0.0002905033,0.00004233005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842387,0.0000654252,0.0001982922,0.000021886453,0.0010362746,0.0000147736455,0.000054723154,0.00014844236,0.000006218829],"category_scores_gemma":[0.0005558111,0.000044423796,0.000117626696,0.00008736188,0.00008464346,0.0000975653,0.000010246269,0.00035495972,0.0000010936833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003037657,0.00005546298,0.7130864,0.000042784228,0.0007519822,2.7270303e-7,0.007879834,0.007374079,0.000009267844,0.19147438,0.07725236,0.0017693954],"study_design_scores_gemma":[0.007060942,0.00051307434,0.10363738,0.0014977263,0.00024593459,0.0000022601416,0.04068642,0.000105944426,0.00001681558,0.007052367,0.8389615,0.0002196656],"about_ca_topic_score_codex":0.000010022024,"about_ca_topic_score_gemma":0.0000022277934,"teacher_disagreement_score":0.7617091,"about_ca_system_score_codex":0.00008192275,"about_ca_system_score_gemma":0.00016317028,"threshold_uncertainty_score":0.79702914},"labels":[],"label_agreement":null},{"id":"W2170086235","doi":"10.7202/039843ar","title":"La dépression chez la femme : plus qu’un simple cafard. Récit de deux études de cas","year":2010,"lang":"fr","type":"article","venue":"Revue de l’Université de Moncton","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Philosophy; Art; Political science","score_opus":0.02533495940298623,"score_gpt":0.3089781205158282,"score_spread":0.28364316111284194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170086235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91460776,0.0026775242,0.00027353183,0.021733027,0.00061797566,0.00056515296,0.00011689476,0.0002198412,0.059188273],"genre_scores_gemma":[0.9621338,0.0046186936,0.0011295516,0.001012252,0.0008681279,0.000030301546,0.00005169493,0.00011255067,0.030042985],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955467,0.0014889349,0.00044529163,0.000583781,0.00027006696,0.00166521],"domain_scores_gemma":[0.99670506,0.0014936912,0.0003399601,0.00060429284,0.00016314689,0.0006938827],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0016296714,0.0005056721,0.0006419141,0.00020209819,0.0018112591,0.000043892047,0.00060104753,0.0014934342,0.002435361],"category_scores_gemma":[0.00036071785,0.00056413625,0.0003090793,0.0003301381,0.00030644992,0.00023549811,0.00095465133,0.0023087433,0.00020446749],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005454284,0.00037301864,0.71410084,0.0017449114,0.00044088677,0.002716882,0.12408422,0.00017277339,0.016126934,0.026934762,0.09864272,0.014116644],"study_design_scores_gemma":[0.002261391,0.00014457938,0.35344028,0.0007979636,0.00051779737,0.00028346214,0.008370153,0.0009895226,0.002292493,0.0016517525,0.62859654,0.00065403234],"about_ca_topic_score_codex":0.01115818,"about_ca_topic_score_gemma":0.015879493,"teacher_disagreement_score":0.52995384,"about_ca_system_score_codex":0.0026500402,"about_ca_system_score_gemma":0.0007686359,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W2170202205","doi":"10.1093/heapro/das016","title":"The financial crisis and global health: the International Monetary Fund's (IMF) policy response","year":2012,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Financial crisis; Economics; Fiscal space; Fiscal policy; Economic policy; Financial system; Political science; Monetary economics; Macroeconomics","score_opus":0.10551758231779669,"score_gpt":0.4833192710956966,"score_spread":0.37780168877789994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170202205","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06820332,0.0021425607,0.0007516917,0.91858584,0.006337173,0.0010378747,0.00017889738,0.00010990088,0.002652744],"genre_scores_gemma":[0.95211136,0.0024862762,0.00018383087,0.037111565,0.0048973365,0.00041759698,0.00009353248,0.00002220474,0.0026762625],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99615705,0.0012735223,0.0008161244,0.00026657942,0.00067101134,0.00081570895],"domain_scores_gemma":[0.9980656,0.0006377563,0.00052247086,0.00024248815,0.00027638872,0.00025528442],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042778263,0.00019789101,0.00021017474,0.00010330356,0.0033659905,0.0000479565,0.00043895838,0.00010236418,0.0002591318],"category_scores_gemma":[0.00069820613,0.00012454326,0.00007716653,0.00021716213,0.00014402697,0.0003000877,0.00039223916,0.0004984773,0.00015880042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007920222,0.00026907038,0.22538406,0.00007069674,0.00014141711,9.583686e-7,0.010022465,0.0000037271725,0.000003313544,0.1202869,0.6061368,0.036888592],"study_design_scores_gemma":[0.000495306,0.000119109085,0.49991244,0.00005515879,0.000003349738,0.000008455186,0.001407434,0.000061123545,5.2586523e-7,0.0031898988,0.4946682,0.000079005775],"about_ca_topic_score_codex":0.0017258793,"about_ca_topic_score_gemma":0.0010404239,"teacher_disagreement_score":0.8839081,"about_ca_system_score_codex":0.0012510756,"about_ca_system_score_gemma":0.0009605315,"threshold_uncertainty_score":0.9979315},"labels":[],"label_agreement":null},{"id":"W2170379815","doi":"10.1016/j.alter.2009.03.002","title":"Occupation, poverty and mental health improvement in Ghana","year":2009,"lang":"en","type":"article","venue":"Alter","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Mental illness; Poverty; Mental health; Asset (computer security); Psychology; Socioeconomic status; Economic shortage; Psychiatry; Medicine; Economic growth; Economics; Environmental health; Population","score_opus":0.031747971463623105,"score_gpt":0.40017758682232174,"score_spread":0.3684296153586986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170379815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8751695,0.00059148326,0.00002974441,0.11615829,0.00037180746,0.00083531375,0.0000158912,0.000044224904,0.0067837364],"genre_scores_gemma":[0.95501727,0.00015015881,0.00008610641,0.042947143,0.00010047616,0.000024728546,0.000019836883,0.000005076277,0.0016491825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991984,0.00006164141,0.00024506176,0.0001384878,0.000087455286,0.0002689491],"domain_scores_gemma":[0.99975747,0.00002433172,0.000062423955,0.0000868619,0.000017639071,0.00005126578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021213818,0.00007366733,0.00012602347,0.00004490937,0.0003010099,0.000003127392,0.00003240623,0.000028472383,0.000108889624],"category_scores_gemma":[0.000009193091,0.00005739627,0.000013001687,0.00005562358,0.00000978055,0.00006944205,0.000038660688,0.00011478888,0.000033877346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055643257,0.000088616216,0.6261899,0.00005576715,0.000012224778,0.0000010447235,0.011594698,7.699519e-8,0.00016385478,0.0021624623,0.3204472,0.039228544],"study_design_scores_gemma":[0.0017356654,0.00048456158,0.9430409,0.00012161884,0.0000029877833,2.4720393e-7,0.0025101712,0.000019798666,0.000049789152,0.0016829454,0.050201107,0.00015022964],"about_ca_topic_score_codex":0.0003978899,"about_ca_topic_score_gemma":0.0007347798,"teacher_disagreement_score":0.31685102,"about_ca_system_score_codex":0.000095117866,"about_ca_system_score_gemma":0.000035265308,"threshold_uncertainty_score":0.2340552},"labels":[],"label_agreement":null},{"id":"W2170401168","doi":"10.17269/cjph.99.1717","title":"Engendering research on care and care work across different social contexts","year":2008,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Health care; Poverty; Dignity; Political science; Economic growth; Equity (law); Sociology; Economics; Law","score_opus":0.16694767489899343,"score_gpt":0.41537310485400614,"score_spread":0.2484254299550127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170401168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718562,0.0042568618,0.0000014979939,0.0015100754,0.0010127866,0.001057886,0.00004456679,0.00014684496,0.020113287],"genre_scores_gemma":[0.9935062,0.0015712413,0.0000059369636,0.00021004809,0.0011456083,0.00027647786,0.000024058083,0.00006194563,0.003198484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957204,0.00085513754,0.00033728057,0.00048398788,0.00053746067,0.0020657585],"domain_scores_gemma":[0.9987172,0.0003061463,0.00007902849,0.0002513074,0.0003386582,0.00030768345],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003225019,0.00025240125,0.00032911613,0.00006954572,0.0040557445,0.00002409343,0.00021518202,0.00013482118,0.000046118068],"category_scores_gemma":[0.00019952738,0.00020393601,0.00006726544,0.00029558383,0.00025070287,0.00006456491,0.00045695071,0.0010688052,0.00009220857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015643182,0.000032588177,0.5169068,0.0001886253,0.00003973684,0.00005618156,0.45276803,4.3465155e-7,0.000013244104,0.0002812931,0.010146582,0.019410044],"study_design_scores_gemma":[0.0009888076,0.00007258453,0.845197,0.00012302252,0.000008454937,6.535574e-7,0.04110213,7.445777e-8,0.00008033225,0.000009473889,0.11223461,0.0001828421],"about_ca_topic_score_codex":0.000054901968,"about_ca_topic_score_gemma":0.00022495574,"teacher_disagreement_score":0.41166592,"about_ca_system_score_codex":0.0003725408,"about_ca_system_score_gemma":0.000079103156,"threshold_uncertainty_score":0.99724084},"labels":[],"label_agreement":null},{"id":"W2170485547","doi":"10.1177/001979390005300302","title":"When are Layoffs Acceptable? Evidence from a Quasi-Experiment","year":2000,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Normative; Premise; Business; Distributive property; Labour economics; Economics; Political science; Law","score_opus":0.16692258477635172,"score_gpt":0.42100988807679723,"score_spread":0.2540873033004455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170485547","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25310373,0.62638307,0.000009337768,0.0984619,0.000749823,0.0030666129,0.00024320661,0.00019997286,0.017782344],"genre_scores_gemma":[0.18888263,0.6099111,0.0004511141,0.011285757,0.003671765,0.0019611784,0.00019239895,0.00008195172,0.18356213],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806094,0.0005346888,0.0006265574,0.0002929697,0.00020301992,0.0002818436],"domain_scores_gemma":[0.99869347,0.00060255406,0.00020351668,0.00028001954,0.000103243685,0.0001171768],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044678317,0.00017774517,0.00045765965,0.000033620337,0.0008271503,0.000015942833,0.00012749952,0.00019652492,0.05101211],"category_scores_gemma":[0.00046529595,0.00013336539,0.00006596649,0.00027207678,0.000052350777,0.00025384122,0.000074331096,0.00053297257,0.0014643443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005227953,0.00009462457,0.36121473,0.00026049447,0.00011407574,0.0000045468596,0.0022318773,0.0000010885425,0.0000064437695,0.0008067104,0.52878374,0.106429406],"study_design_scores_gemma":[0.0006153057,0.00005482186,0.034049027,0.012324517,0.00016042886,3.1892085e-7,0.0003184712,0.0000037640846,0.0000021666917,0.00039812195,0.95190024,0.00017280153],"about_ca_topic_score_codex":0.0015458813,"about_ca_topic_score_gemma":0.00021057378,"teacher_disagreement_score":0.42311653,"about_ca_system_score_codex":0.000071541755,"about_ca_system_score_gemma":0.00012582581,"threshold_uncertainty_score":0.9993131},"labels":[],"label_agreement":null},{"id":"W2171163699","doi":"10.1177/1470594x10392338","title":"Temporary labour migration, global redistribution, and democratic justice","year":2011,"lang":"en","type":"article","venue":"Politics Philosophy & Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Redistribution (election); Work (physics); Citizenship; Politics; Temporary work; Economic Justice; Obligation; Political science; Democracy; Labour economics; Economics; Political economy; Business; Development economics; Law","score_opus":0.08242613089954783,"score_gpt":0.3434192645826396,"score_spread":0.2609931336830918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171163699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8307239,0.00038934936,0.00015371937,0.010818273,0.0009405291,0.00043783805,0.0007634696,0.00013312296,0.15563984],"genre_scores_gemma":[0.9943683,0.00029986756,0.000296363,0.003102738,0.0012047567,0.00005154612,0.000093650604,0.000021012573,0.0005617509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847245,0.00010694235,0.0005907816,0.00028879583,0.000056102173,0.00048491108],"domain_scores_gemma":[0.9989986,0.00012184949,0.00022656372,0.0002730244,0.0001673048,0.000212667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022153338,0.0002019435,0.0002803909,0.000043455813,0.0009557449,0.000011863221,0.00013905889,0.00015524821,0.00008407616],"category_scores_gemma":[0.00012239919,0.00021097212,0.000051821844,0.000076481076,0.00015862075,0.00021336411,0.00015534186,0.00020560536,0.000121931786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116859055,0.000031463238,0.29772228,0.00013224898,0.00004244838,0.0000015463781,0.00064463774,2.1897925e-7,6.922254e-7,0.6966772,0.004711975,0.000023588595],"study_design_scores_gemma":[0.00048000063,0.00006540895,0.11199293,0.00004183434,0.00011288509,0.0000032724092,0.00060651544,0.00004791962,0.000011885649,0.8788193,0.007595722,0.00022236069],"about_ca_topic_score_codex":0.0005427228,"about_ca_topic_score_gemma":0.00017165809,"teacher_disagreement_score":0.18572934,"about_ca_system_score_codex":0.00022307261,"about_ca_system_score_gemma":0.00018565991,"threshold_uncertainty_score":0.8603194},"labels":[],"label_agreement":null},{"id":"W2171194866","doi":"10.25336/p6960v","title":"Deadly occupations: Assessing tuberculosis and accidental mortality among male workers in Sydney and Glace Bay, Nova Scotia, 1909–1917","year":2013,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Saskatchewan","funders":"","keywords":"Demography; Nova scotia; Marital status; Logistic regression; Bay; Accidental; Tuberculosis; Geography; Gerontology; Medicine; Population; Sociology; Archaeology","score_opus":0.0882046982926368,"score_gpt":0.4268766841319425,"score_spread":0.3386719858393057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171194866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397284,0.0016500604,0.0000028966854,0.0010862685,0.0005202679,0.00095051504,0.000012496495,0.000022121865,0.0017825591],"genre_scores_gemma":[0.9988647,0.00019724766,0.000105122126,0.0003361819,0.000083527266,0.00012947041,0.00004368555,0.00001775417,0.00022229749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826723,0.00023069205,0.00053265586,0.00033186527,0.00014034587,0.00049720897],"domain_scores_gemma":[0.99920547,0.00022349975,0.00013535554,0.00015892608,0.000102314116,0.00017444063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044578497,0.00018954856,0.00033175125,0.00034607988,0.0006456837,0.000038491493,0.00006013607,0.00014162672,0.00009656808],"category_scores_gemma":[0.00039379246,0.00018963091,0.00002234405,0.00035341267,0.00015630998,0.00066814374,0.00011587724,0.00028837056,0.000017595745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027196456,0.000007352699,0.99389696,0.00010278278,0.00004597702,0.000007603687,0.0027830403,0.0000072688067,0.0000012779651,0.00013146536,0.0018635419,0.0011500049],"study_design_scores_gemma":[0.00039755428,0.0000095367905,0.9742264,0.0005263056,0.000027187407,8.7381886e-7,0.024013592,0.000109083616,3.2543542e-7,0.000461552,0.000046811245,0.00018078483],"about_ca_topic_score_codex":0.85168743,"about_ca_topic_score_gemma":0.99071413,"teacher_disagreement_score":0.13902669,"about_ca_system_score_codex":0.00079858984,"about_ca_system_score_gemma":0.000090631795,"threshold_uncertainty_score":0.7732924},"labels":[],"label_agreement":null},{"id":"W2172991447","doi":"10.7202/1033408ar","title":"Adjustments to Minimum Wages in China: Cost-Neutral Offsets","year":2015,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Overtime; Minimum wage; Labour economics; Position (finance); China; Enforcement; Wage; Work (physics); Efficiency wage; Business; Unintended consequences; Economics; Finance; Law; Political science","score_opus":0.11153492312351862,"score_gpt":0.40629588177156356,"score_spread":0.29476095864804497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172991447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91690123,0.00027788553,0.00004829557,0.022049753,0.00071424636,0.0012699781,0.000035901918,0.00010186082,0.05860085],"genre_scores_gemma":[0.9705934,0.000040255578,0.00013342958,0.00044618596,0.00022432691,0.0003123083,0.000046921883,0.000021455451,0.028181737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984329,0.00023153106,0.00045873382,0.00023725152,0.00019142378,0.00044816936],"domain_scores_gemma":[0.9991273,0.00022961585,0.00009727111,0.0002275509,0.00010432328,0.00021389629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039891968,0.00015807962,0.00022147897,0.00024871816,0.00044845883,0.0000074540535,0.00013940598,0.00029664356,0.00018228497],"category_scores_gemma":[0.00047023,0.00014119796,0.00003449661,0.0005640631,0.000038344213,0.00014180705,0.0001571778,0.00065090955,0.0010419808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003294461,0.00008681019,0.683257,0.0000028518443,0.000023874023,0.000006158755,0.009064058,0.0002407343,0.0000061185815,0.0026511808,0.30152625,0.0031020103],"study_design_scores_gemma":[0.001735126,0.000109632914,0.65694046,0.00020364177,0.000026054135,6.822785e-7,0.010661935,0.000052843872,0.000036579164,0.0011359532,0.32885718,0.00023988569],"about_ca_topic_score_codex":0.0006338703,"about_ca_topic_score_gemma":0.00057743286,"teacher_disagreement_score":0.05369215,"about_ca_system_score_codex":0.00026860877,"about_ca_system_score_gemma":0.0002821701,"threshold_uncertainty_score":0.99973583},"labels":[],"label_agreement":null},{"id":"W2173195127","doi":"10.19030/iber.v9i12.343","title":"Characteristics Of The Unemployed In Canada: Leavers, Losers And Layoffs","year":2010,"lang":"en","type":"article","venue":"International Business & Economics Research Journal (IBER)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Layoff; Unemployment; Demographic economics; Human capital; Logistic regression; Variance (accounting); Logit; Economics; Labour economics; Econometrics; Statistics; Economic growth; Mathematics","score_opus":0.06145569605719348,"score_gpt":0.390567993392483,"score_spread":0.3291122973352895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173195127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96379393,0.00003835114,0.0000020984494,0.029971585,0.0027233942,0.00020461313,0.00006594535,0.000002975656,0.003197076],"genre_scores_gemma":[0.9966081,0.0013773127,0.000026866668,0.00028480863,0.00051135535,0.000014997017,0.0000065861104,0.00001686503,0.0011531457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983245,0.00018079649,0.0006213739,0.00015766501,0.00032534427,0.00039030908],"domain_scores_gemma":[0.9977972,0.0006266845,0.0002970033,0.00016715757,0.0010115331,0.00010045748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012421549,0.000107814325,0.00022726972,0.00022516109,0.0004769183,0.000035098354,0.00052965945,0.00007645207,0.00032079953],"category_scores_gemma":[0.0008218358,0.000081444465,0.000034759145,0.00018197097,0.00019321646,0.00018926967,0.00042589213,0.0014525455,0.000011025543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000870841,0.00002505645,0.9886913,0.000027060003,0.000054743683,0.000010445209,0.0004085827,0.000014240232,0.00026863543,0.0037875096,0.0044903113,0.0021350551],"study_design_scores_gemma":[0.00056894525,0.0000071775603,0.94445264,0.0001099903,0.0000037470145,0.000011867437,0.0007012681,0.00008132481,0.000028525412,0.0017226133,0.052235335,0.000076574055],"about_ca_topic_score_codex":0.29359773,"about_ca_topic_score_gemma":0.7996738,"teacher_disagreement_score":0.5060761,"about_ca_system_score_codex":0.0006724916,"about_ca_system_score_gemma":0.0025265773,"threshold_uncertainty_score":0.71110624},"labels":[],"label_agreement":null},{"id":"W2174144302","doi":"10.5287/ora-j1g521ppk","title":"Indian hi-tech immigrants in Canada: emerging gendered divisions of labour","year":2011,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Negotiation; Ideology; Political science; Work (physics); Welfare; Unpaid work; Economic growth; Welfare state; Gender studies; Sociology; Economics; Politics; Law; Engineering","score_opus":0.05331468271674154,"score_gpt":0.33023629526645004,"score_spread":0.2769216125497085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174144302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9255966,0.00017232753,0.000067750814,0.00044686423,0.0003104968,0.0013444667,0.0017903578,0.00003952521,0.07023161],"genre_scores_gemma":[0.93308103,0.00646492,0.00046064143,0.000018428116,0.000040531675,0.0000015291828,0.0010840836,0.000055982367,0.058792826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948673,0.0012178032,0.0005080844,0.0007465925,0.0012282557,0.0014319572],"domain_scores_gemma":[0.9964862,0.0007718559,0.00070413033,0.000683994,0.0009480954,0.00040574124],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096740003,0.00042446906,0.0010786287,0.0024152524,0.0021500331,0.000004704405,0.0017791141,0.0004122917,0.0012646151],"category_scores_gemma":[0.00017689119,0.00054047396,0.00027682335,0.001605326,0.00038321872,0.0003502623,0.0011724008,0.0024821884,0.000011541603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004453421,0.0005008151,0.8183866,0.0044249617,0.0010521814,0.0011676346,0.1241222,0.000012399495,0.0004943728,0.012675752,0.016522175,0.016187448],"study_design_scores_gemma":[0.0018221468,0.00018790098,0.5579836,0.0010859942,0.00006857207,5.209312e-7,0.36562645,0.00002471577,0.000022825889,0.0014888048,0.07129105,0.00039744613],"about_ca_topic_score_codex":0.9322637,"about_ca_topic_score_gemma":0.9952008,"teacher_disagreement_score":0.26040307,"about_ca_system_score_codex":0.0012403543,"about_ca_system_score_gemma":0.006123571,"threshold_uncertainty_score":0.9998191},"labels":[],"label_agreement":null},{"id":"W217950727","doi":"10.4000/communiquer.1479","title":"La coprésence sociale : un objet émergent en communication des organisations","year":2015,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.1039980347906895,"score_gpt":0.4168773870998415,"score_spread":0.312879352309152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W217950727","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09832883,0.048889127,0.0059409095,0.6612136,0.001006155,0.0027291558,0.00027828015,0.0009089489,0.18070504],"genre_scores_gemma":[0.83749485,0.08867995,0.034619823,0.00730218,0.00043049967,0.0013079152,0.0014594563,0.00024568033,0.028459659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9553996,0.041133925,0.0015556648,0.0004210691,0.0004539474,0.0010357939],"domain_scores_gemma":[0.98437,0.007013335,0.0011787246,0.0038905311,0.0029863596,0.0005610291],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.015503463,0.00061654707,0.0008944422,0.0002839344,0.0045143794,0.00030270597,0.0033915532,0.0015786302,0.0008255934],"category_scores_gemma":[0.0061082784,0.0007620899,0.00030319596,0.001266152,0.0023218843,0.0016461589,0.00429306,0.0047973646,0.0002761549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041657455,0.0009142294,0.027375497,0.0003743496,0.00028363994,0.0000034818872,0.28965694,0.000023001796,0.000048105863,0.53813213,0.11938258,0.023764363],"study_design_scores_gemma":[0.0013787865,0.00009435422,0.035182558,0.0014736578,0.00019160114,0.000023275745,0.06516511,0.00013911413,0.00004761449,0.17271478,0.7228604,0.00072875805],"about_ca_topic_score_codex":0.018050138,"about_ca_topic_score_gemma":0.030977478,"teacher_disagreement_score":0.739166,"about_ca_system_score_codex":0.003314999,"about_ca_system_score_gemma":0.004538373,"threshold_uncertainty_score":0.99971753},"labels":[],"label_agreement":null},{"id":"W2183736342","doi":"","title":"Moving Low-Income People in Winnipeg's Inner City Into Good Jobs Evidence on What Works Best","year":2005,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inner city; Labour economics; Economics; Socioeconomics","score_opus":0.05726226967468713,"score_gpt":0.3959693222000275,"score_spread":0.3387070525253404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183736342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487506,0.0029364594,0.00009599899,0.038915772,0.0007022804,0.0006549075,6.6760185e-7,0.0001467286,0.007796548],"genre_scores_gemma":[0.98399496,0.0034126276,0.00029362994,0.004153359,0.0005481174,0.00016867688,0.0000030722354,0.000027907638,0.007397658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976702,0.00028933064,0.00061029854,0.00041684683,0.0003383359,0.000675008],"domain_scores_gemma":[0.9980393,0.0011677941,0.00013358111,0.00041874265,0.00011440538,0.00012617368],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008065212,0.0002477814,0.00038791963,0.00018488236,0.00073787174,0.0000641628,0.00027441507,0.0002222896,0.0013591946],"category_scores_gemma":[0.00039742375,0.00019625333,0.0000685093,0.0004879317,0.000048228332,0.0016723546,0.00040227268,0.0008345023,0.0011460445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060700306,0.00014739568,0.9577502,0.00012424334,0.000015960308,0.0000040926434,0.010284155,0.000034163873,0.000034635876,0.0009307162,0.002210779,0.028402966],"study_design_scores_gemma":[0.0012690198,0.00021855728,0.9507059,0.01921456,0.000023199464,4.8587606e-7,0.02070787,0.00018842725,0.00011923539,0.00091256615,0.0060806745,0.00055951806],"about_ca_topic_score_codex":0.0032778243,"about_ca_topic_score_gemma":0.06810035,"teacher_disagreement_score":0.064822525,"about_ca_system_score_codex":0.00040958534,"about_ca_system_score_gemma":0.00009658891,"threshold_uncertainty_score":0.9996317},"labels":[],"label_agreement":null},{"id":"W2185151323","doi":"10.25071/1705-1436.5","title":"Is Precarious Employment Low Income Employment? The Changing Labour Market in Southern Ontario","year":2014,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Labour economics; Race (biology); Demographic economics; Economics; Sociology; Gender studies","score_opus":0.03240648620229617,"score_gpt":0.33699868700259306,"score_spread":0.30459220080029686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185151323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738523,0.00024986806,0.00002869633,0.012763768,0.0013018758,0.0012679527,0.00008279677,0.00018908561,0.010263687],"genre_scores_gemma":[0.71949583,0.000038925322,0.000038614802,0.0062995995,0.0005613202,0.00038073485,0.000010488377,0.00006565483,0.2731088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961027,0.0007128915,0.0007697647,0.00053818064,0.00053075154,0.0013457333],"domain_scores_gemma":[0.9982062,0.0004413747,0.00030918219,0.0007328126,0.00015819626,0.0001522636],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018879443,0.00041487676,0.000538991,0.0002592699,0.0013568423,0.00004554988,0.0005282285,0.00024773783,0.003976385],"category_scores_gemma":[0.00012465326,0.00029169398,0.00013841537,0.0005256832,0.00008239386,0.00013408317,0.0006314306,0.0010066598,0.0009448671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007873099,0.000099138,0.81649905,0.00016033124,0.00008932327,0.000007482945,0.16921403,0.000006444964,0.00001585578,0.0023776023,0.010049773,0.0014022512],"study_design_scores_gemma":[0.0016632082,0.000101030164,0.6604572,0.00047312403,0.000043720254,9.623195e-7,0.01594798,0.000037318256,0.000015356816,0.0011747119,0.31969303,0.00039239606],"about_ca_topic_score_codex":0.10342456,"about_ca_topic_score_gemma":0.36680496,"teacher_disagreement_score":0.30964324,"about_ca_system_score_codex":0.0006303751,"about_ca_system_score_gemma":0.00020620452,"threshold_uncertainty_score":0.9999535},"labels":[],"label_agreement":null},{"id":"W2186235948","doi":"","title":"WHO AM I AT WORK? WORK LIFE IDENTITY OF ABORIGINAL YOUTH AND THE ROLE OF EMPLOYERS ON CAREER SUCCESS","year":2013,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Strong","keywords":"Work (physics); Identity (music); Career development; Sociology; Youth work; Gender studies; Political science; Public relations; Pedagogy; Engineering; Art; Aesthetics","score_opus":0.03539754829808669,"score_gpt":0.409493430010166,"score_spread":0.37409588171207936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186235948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648696,0.004562575,8.4410516e-7,0.00067223207,0.00074690074,0.000930767,0.000025756022,0.000031876596,0.028159454],"genre_scores_gemma":[0.93243414,0.0009046847,0.000006220913,0.00009900808,0.00019363906,0.00012651298,0.00012750892,0.00004153822,0.06606676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812067,0.00031303547,0.00047861494,0.0002703178,0.00048288025,0.0003344692],"domain_scores_gemma":[0.99806756,0.0004137533,0.00071361306,0.0003622706,0.00035296415,0.00008981431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041339823,0.00027225082,0.0006919487,0.000104768245,0.00041944397,0.000011538553,0.0002675824,0.0002946475,0.0002558997],"category_scores_gemma":[0.0001285325,0.00018114166,0.0001200105,0.00027877488,0.00016908189,0.00008145864,0.00008711068,0.0005380671,0.000049797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016523591,0.000039715855,0.7451739,0.00063814217,0.00028583393,4.5790225e-7,0.23104492,0.0000027283334,0.000017454595,0.005532566,0.015306575,0.0003053659],"study_design_scores_gemma":[0.0021680824,0.00011369819,0.79823655,0.0033990121,0.0005515841,4.1698417e-8,0.18699107,8.523726e-7,0.00021778498,0.0006962763,0.0072160442,0.0004090324],"about_ca_topic_score_codex":0.007562803,"about_ca_topic_score_gemma":0.00301443,"teacher_disagreement_score":0.05306265,"about_ca_system_score_codex":0.0000670102,"about_ca_system_score_gemma":0.00013092179,"threshold_uncertainty_score":0.9990459},"labels":[],"label_agreement":null},{"id":"W2186387299","doi":"10.14196/sjr.v3i3.1196","title":"The Effect of mass media on social security","year":2014,"lang":"en","type":"article","venue":"Scientific Journal of Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mass media; Sample (material); Quarter (Canadian coin); Population; Research method; Islam; Social research; Psychology; Social security; Sociology; Socioeconomics; Social science; Demography; Geography; Advertising; Business; Economics","score_opus":0.05102243984407386,"score_gpt":0.43260709692692734,"score_spread":0.3815846570828535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186387299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56467736,0.3163433,0.00005590209,0.06256608,0.026688132,0.002110677,0.000028402796,0.00003477983,0.027495364],"genre_scores_gemma":[0.9601023,0.036404636,0.000020660413,0.0006304226,0.0012752721,0.000019374336,0.0000029620726,0.000017094451,0.0015272492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697477,0.0015024116,0.00066949276,0.000091503556,0.00053229346,0.00022950437],"domain_scores_gemma":[0.99698114,0.0016589116,0.0008170441,0.00017142331,0.0003148434,0.00005661275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012716502,0.00008803042,0.00045349624,0.000047181566,0.001186538,0.000011255279,0.00029914448,0.00003759857,0.00011120072],"category_scores_gemma":[0.0018010772,0.000040656003,0.00021676905,0.00023094565,0.00020985851,0.000048021677,0.000049851726,0.0003913336,0.00008178216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009412448,0.000028480243,0.017589059,0.0062238956,0.00010910668,0.000002349401,0.0026353437,1.4177087e-7,0.00015986302,0.0055792485,0.84610116,0.1214772],"study_design_scores_gemma":[0.00053749065,0.00025538012,0.0047975765,0.0070305527,0.00014572257,0.000001133262,0.00015263453,0.0000011686487,0.000107441825,0.0025872616,0.9843142,0.000069455506],"about_ca_topic_score_codex":0.0000018845114,"about_ca_topic_score_gemma":0.000010689329,"teacher_disagreement_score":0.39542496,"about_ca_system_score_codex":0.00003227499,"about_ca_system_score_gemma":0.000063799744,"threshold_uncertainty_score":0.91260105},"labels":[],"label_agreement":null},{"id":"W2187012720","doi":"10.31265/jcsw.v5i1.52","title":"Social care going market","year":2010,"lang":"en","type":"article","venue":"Journal of Comparative Social Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social citizenship; Welfare state; Universalism; Citizenship; Embeddedness; Sociology; Welfare; Sovereignty; Social Welfare; Political economy; Mixed economy; Political science; Law; Social science","score_opus":0.09193823327345892,"score_gpt":0.4746397663497822,"score_spread":0.3827015330763233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187012720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8081988,0.0002702872,0.000034824006,0.008732969,0.0023575285,0.00020271138,0.000005163951,0.000022948956,0.18017477],"genre_scores_gemma":[0.9897381,0.0000070998726,0.00016701412,0.0002815779,0.005459952,0.000008480599,0.0000015038936,0.000013097696,0.004323158],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982528,0.00042951375,0.0005723701,0.00008935077,0.00032815328,0.00032780613],"domain_scores_gemma":[0.998089,0.00039270008,0.0006979939,0.000050246905,0.00069975393,0.00007029614],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000523193,0.00014232018,0.0005088041,0.00007335663,0.00297402,0.0000149707685,0.00018456587,0.00016129475,0.0010592821],"category_scores_gemma":[0.000058447553,0.00011405701,0.00021799582,0.00031054215,0.00014157458,0.00012386228,0.00008018547,0.0014883307,0.00009008451],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035569433,0.000044597917,0.16376069,0.0000370149,0.00017929987,0.0000073940714,0.15770675,1.9351884e-7,0.00014048588,0.0072750975,0.66889364,0.0015991267],"study_design_scores_gemma":[0.0010891962,0.00007464221,0.5094362,0.000082629354,0.00006720564,8.2220754e-7,0.040896934,4.3170272e-7,0.000023027576,0.0024679482,0.44569442,0.00016656538],"about_ca_topic_score_codex":0.000003792616,"about_ca_topic_score_gemma":0.000102838625,"teacher_disagreement_score":0.3456755,"about_ca_system_score_codex":0.000096281416,"about_ca_system_score_gemma":0.00018404082,"threshold_uncertainty_score":0.9998539},"labels":[],"label_agreement":null},{"id":"W2187302986","doi":"","title":"PERFORMANCE CONSEQUENCES OF ORGANIZATIONAL FLEXIBILITY: EVIDENCE FROM CANADIAN WORKPLACE SURVEY","year":2009,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Flexibility (engineering); Business; Competition (biology); Labour economics; Industrial organization; Workforce planning; Economics; Economic growth; Management","score_opus":0.11838425662665861,"score_gpt":0.39781840523025525,"score_spread":0.2794341486035966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187302986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97673106,0.00026790638,0.00002602612,0.008624075,0.00021294843,0.00024340281,0.00005845845,0.00004121434,0.013794892],"genre_scores_gemma":[0.9936069,0.00019991993,0.00020900031,0.0013309347,0.000067283196,0.000005093531,0.00004335755,0.000004901044,0.0045325607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987574,0.00027068862,0.0003334807,0.00018318696,0.00017713217,0.00027808797],"domain_scores_gemma":[0.99831176,0.0009115852,0.00009365033,0.00018596143,0.0003822597,0.00011476046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006984989,0.00009199929,0.0001841063,0.000057354435,0.00047654513,0.000003857574,0.00015633712,0.00008029242,0.0031359326],"category_scores_gemma":[0.0007924192,0.000073160765,0.00001598543,0.00030453244,0.000103288694,0.00013974163,0.000027739094,0.00014457539,0.00014873275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022331275,0.000007529498,0.99005395,0.000011381104,0.000010564763,3.9114045e-7,0.0009092711,0.000004598557,0.00012755154,0.0004773962,0.00807179,0.0003032703],"study_design_scores_gemma":[0.00010980438,0.000045830002,0.9977725,0.00019686703,0.000006286126,7.554559e-8,0.000353869,0.000031616542,0.00024358268,0.00068435626,0.00047103982,0.000084131636],"about_ca_topic_score_codex":0.38604233,"about_ca_topic_score_gemma":0.5722925,"teacher_disagreement_score":0.18625015,"about_ca_system_score_codex":0.00011530889,"about_ca_system_score_gemma":0.0009139974,"threshold_uncertainty_score":0.9977753},"labels":[],"label_agreement":null},{"id":"W2188193018","doi":"10.25071/1705-1436.41","title":"Time as a Way Of Reconciling Conflict and Cooperation in the Employment Relationship: a View with Special Application to New Employment Forms","year":2010,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workforce; Term (time); Ideology; Relation (database); Context (archaeology); Positive economics; Sociology; Conflict resolution research; Social psychology; Political science; Psychology; Economics; Social science; Politics; Conflict resolution; Law; Computer science; Geography","score_opus":0.04816932359078321,"score_gpt":0.37457731869231103,"score_spread":0.32640799510152785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188193018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822574,0.000086828964,0.00020238178,0.011062945,0.00012607196,0.0019928673,0.000012011824,0.000030327436,0.0042291656],"genre_scores_gemma":[0.9869016,0.000075881915,0.0005059291,0.0021299326,0.0007613948,0.0005025491,0.000029237357,0.000023676177,0.009069806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875265,0.00011796566,0.00043948,0.00022379398,0.00022361153,0.00024248697],"domain_scores_gemma":[0.999102,0.00026805955,0.00015708392,0.00025283592,0.00013975371,0.00008026882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007578726,0.00013702175,0.00022651686,0.00008293979,0.00038816652,0.000014651068,0.00011815589,0.000100434096,0.00023877711],"category_scores_gemma":[0.00014306515,0.00008532316,0.000020788904,0.00029096502,0.000043008677,0.00011259062,0.000058111258,0.00036621245,0.00016900433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006591277,0.00031984475,0.58508945,0.0003487603,0.000103418744,0.0000050991657,0.16114938,0.00008356408,0.00512678,0.19211143,0.023194885,0.03180825],"study_design_scores_gemma":[0.0021570106,0.0005218179,0.52373296,0.00030570696,0.000063849875,0.0000041710905,0.0055368803,0.000040013736,0.00019423733,0.0011521867,0.4659957,0.00029549262],"about_ca_topic_score_codex":0.0011060139,"about_ca_topic_score_gemma":0.010327869,"teacher_disagreement_score":0.44280082,"about_ca_system_score_codex":0.000054744494,"about_ca_system_score_gemma":0.0001504323,"threshold_uncertainty_score":0.57631934},"labels":[],"label_agreement":null},{"id":"W2189459848","doi":"","title":"The Long-Term Earnings Impact of Education Following Job Loss","year":2010,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job loss; Earnings; Displaced workers; Attendance; Marital status; Demographic economics; Job training; Term (time); Demography; Labour economics; Psychology; Vocational education; Economics; Unemployment; Population; Pedagogy; Economic growth; Sociology; Finance","score_opus":0.031121448183903545,"score_gpt":0.44794834766587177,"score_spread":0.4168268994819682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189459848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596716,0.00007220777,0.000014609465,0.0020304425,0.0014976524,0.0002679119,7.7394657e-7,0.00003960343,0.03640518],"genre_scores_gemma":[0.9711499,0.00003098237,0.00002428209,0.000101953905,0.00023094004,0.000040483435,0.0000032424527,0.000010099926,0.028408103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992535,0.00007357713,0.00022796587,0.00008981815,0.00011481483,0.00024029604],"domain_scores_gemma":[0.99918884,0.00034444215,0.00011530525,0.00020063389,0.00010465749,0.000046103272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004080997,0.00007672869,0.00011491251,0.000029536712,0.0009034506,0.0000063025304,0.00012324374,0.00006648915,0.00045703788],"category_scores_gemma":[0.0001946647,0.000040337054,0.00012441342,0.00008207029,0.000046273508,0.000073979645,0.000076723714,0.0003363557,0.000097814576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079699375,0.000017553364,0.9850298,0.000015306769,0.000044737735,1.9814722e-7,0.001540556,4.523691e-8,0.00081482204,0.0013485809,0.007855997,0.0033244202],"study_design_scores_gemma":[0.00015271157,0.00003295327,0.99702954,0.000039416973,0.00001452974,2.1539435e-7,0.00054126367,6.991224e-7,0.00004118914,0.00026760847,0.0018298775,0.000049988455],"about_ca_topic_score_codex":0.00088695955,"about_ca_topic_score_gemma":0.0012578137,"teacher_disagreement_score":0.011999734,"about_ca_system_score_codex":0.000029185017,"about_ca_system_score_gemma":0.00023911709,"threshold_uncertainty_score":0.6948703},"labels":[],"label_agreement":null},{"id":"W2199262767","doi":"10.1016/j.socscimed.2015.09.002","title":"Income inequality, welfare, class and health: A comment on Pickett and Wilkinson, 2015","year":2015,"lang":"en","type":"letter","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Capitalism; Scholarship; Sociology; Global health; Globalization; Social determinants of health; Consumerism; Financialization; Social theory; Health care; Political economy; Political science; Economic growth; Social science; Economics; Politics","score_opus":0.1583834367613857,"score_gpt":0.479339944862335,"score_spread":0.32095650810094933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199262767","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004091591,0.0011725684,0.0000045396355,0.98134476,0.0023914608,0.0010620842,0.00005534428,0.00009424191,0.00978342],"genre_scores_gemma":[0.043396432,0.00043944689,0.0000055709525,0.945643,0.008783121,0.00011539931,0.00007653737,0.000035695586,0.0015047765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948669,0.00066119013,0.00081274676,0.00073770824,0.0017458611,0.001175615],"domain_scores_gemma":[0.9979723,0.0003187332,0.0006104054,0.0003171731,0.00040632827,0.00037502602],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006143623,0.0004182458,0.0010624009,0.00032406795,0.0039394973,0.000022195685,0.0004174291,0.0005033544,0.0000962018],"category_scores_gemma":[0.00044257118,0.00029406117,0.000037480786,0.00058183266,0.002313127,0.00013531907,0.00056108454,0.0024094633,0.000017788061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013706083,0.000014547567,0.034513105,0.00033161594,0.000017104889,0.000012890796,0.019710619,3.8274632e-9,6.453325e-7,0.0028212105,0.9402469,0.0023176775],"study_design_scores_gemma":[0.0012499698,0.00057092524,0.039991118,0.0007459628,0.00003284786,9.85003e-7,0.002684365,9.4616e-7,8.573111e-8,0.003603891,0.95085615,0.0002627316],"about_ca_topic_score_codex":0.005811682,"about_ca_topic_score_gemma":0.00041617948,"teacher_disagreement_score":0.03930484,"about_ca_system_score_codex":0.0008762701,"about_ca_system_score_gemma":0.00067092775,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W2200977630","doi":"","title":"Exploring the labour shortage in the Halifax accomodations industry: industry perceptions of cause and effect","year":2014,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Labour economics; Perception; Business; Economics; Government (linguistics); Psychology","score_opus":0.04510587806451476,"score_gpt":0.28378695066156867,"score_spread":0.2386810725970539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200977630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625128,0.000018423543,0.00019450282,0.0047881003,0.00046966766,0.0007609491,0.0000740511,0.000078763114,0.031102723],"genre_scores_gemma":[0.9911704,0.00012265323,0.00004833218,0.00025168556,0.0002057504,0.000005834516,0.00005035646,0.000012603664,0.008132376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644345,0.00184135,0.0003429112,0.0004383065,0.00046242896,0.00047157166],"domain_scores_gemma":[0.9976363,0.0012137735,0.00024256056,0.00052205287,0.00023112904,0.00015418904],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009976766,0.0003032173,0.00037551892,0.00060540065,0.0040248306,0.00002456607,0.00068766996,0.00043444653,0.000080893406],"category_scores_gemma":[0.00020429956,0.00024441158,0.00014648982,0.001040753,0.0008736909,0.0007347788,0.0006609504,0.0021915245,0.000015887495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022694332,0.0001642757,0.68885565,0.00012608871,0.00017802011,0.00025927965,0.0033695342,0.00040365517,0.00015521231,0.304563,0.0010810388,0.0006173504],"study_design_scores_gemma":[0.0012877586,0.00015545939,0.8071901,0.000280344,0.00021448768,0.000023883147,0.020003429,0.00007791429,0.000017009996,0.00015786318,0.17029355,0.00029814697],"about_ca_topic_score_codex":0.007043135,"about_ca_topic_score_gemma":0.0015979913,"teacher_disagreement_score":0.30440512,"about_ca_system_score_codex":0.0012219762,"about_ca_system_score_gemma":0.00038097042,"threshold_uncertainty_score":0.99956906},"labels":[],"label_agreement":null},{"id":"W2201260621","doi":"10.1057/9781137460417","title":"Vulnerability, exploitation and migrants : insecure work in a globalised economy","year":2015,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sweatshop; Refugee; Vulnerability (computing); Precarity; Globalization; Sociology; Politics; Political science; Economy; Political economy; Gender studies; Law; Economics","score_opus":0.09040345995944817,"score_gpt":0.3967492308117807,"score_spread":0.30634577085233256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201260621","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006311804,0.0016712075,0.0000053148033,0.0033045849,0.00041730213,0.0014837661,0.000034234872,0.00010342067,0.98666835],"genre_scores_gemma":[0.016611056,0.00024645508,0.00006998175,0.0013904921,0.0003975942,0.0003935649,0.0001722895,0.000044298056,0.98067427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981608,0.0002850277,0.00061632285,0.00041067693,0.00015519581,0.00037202067],"domain_scores_gemma":[0.9988025,0.00040633618,0.00021971657,0.00025018115,0.00019803128,0.00012327306],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007553988,0.00029201305,0.00056856463,0.00015443248,0.00023628287,0.000011374048,0.00011758064,0.0005023335,0.0005106925],"category_scores_gemma":[0.0001371403,0.0002466663,0.00005007169,0.000098183235,0.000081840786,0.00013048472,0.0002247298,0.00066438684,0.00018252559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001085324,0.00002873269,0.102273695,0.00041059402,0.000049912862,0.0000042923116,0.007813389,3.0616408e-7,6.257501e-8,0.011725855,0.8763751,0.0012095299],"study_design_scores_gemma":[0.0017900346,0.000068477384,0.02676314,0.0010516631,0.0000426037,2.2230799e-7,0.0021312803,0.0000020755526,7.1823166e-8,0.15871291,0.80903983,0.0003977053],"about_ca_topic_score_codex":0.00032866947,"about_ca_topic_score_gemma":0.010576328,"teacher_disagreement_score":0.14698705,"about_ca_system_score_codex":0.00051634136,"about_ca_system_score_gemma":0.0005575797,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2205882371","doi":"10.1177/0003122415619617","title":"Childhood Disadvantage and Health Problems in Middle and Later Life","year":2015,"lang":"en","type":"article","venue":"American Sociological Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":293,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Disadvantage; Psychology; Sociology; Developmental psychology; Environmental health; Political science; Medicine","score_opus":0.21989723952351975,"score_gpt":0.47048004084664513,"score_spread":0.2505828013231254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205882371","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43316928,0.45031592,0.0000118771,0.11114627,0.00008132681,0.0018452547,0.000012472445,0.00009343491,0.0033241697],"genre_scores_gemma":[0.5775076,0.38179678,0.00012836939,0.04013401,0.00007104333,0.00019365815,0.000011101121,0.000009940364,0.00014745863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806356,0.00069771806,0.0004574419,0.0002740617,0.00010049672,0.00040672565],"domain_scores_gemma":[0.9990972,0.00026216055,0.00021979287,0.00011442875,0.00002914053,0.00027722164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012636787,0.0001474036,0.000742843,0.000018495468,0.00019657092,0.0000028852498,0.00006693259,0.000048691898,0.00004291182],"category_scores_gemma":[0.0004779778,0.0000891278,0.000033266802,0.00012902994,0.00039484203,0.00004490293,0.00019287261,0.00036691982,0.00004247584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003397967,0.000053357813,0.9612611,0.001043946,0.000015090856,0.0000014341639,0.0041780346,4.7861864e-8,3.1006778e-7,0.0007774586,0.009988597,0.02267722],"study_design_scores_gemma":[0.0005076112,0.00046714648,0.8888608,0.0025321438,0.000014323416,0.0000011615774,0.0034376057,7.223842e-7,1.4847866e-8,0.0020316679,0.10197903,0.00016777389],"about_ca_topic_score_codex":0.0003190348,"about_ca_topic_score_gemma":0.00007471316,"teacher_disagreement_score":0.14433837,"about_ca_system_score_codex":0.00005607448,"about_ca_system_score_gemma":0.0000862274,"threshold_uncertainty_score":0.36345264},"labels":[],"label_agreement":null},{"id":"W2206125775","doi":"10.1080/0023656x.2015.1116818","title":"The choice of part-time employment in the United States and Canada, 1955–2000","year":2015,"lang":"en","type":"article","venue":"Labor History","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McGill University; DePaul University; Yale University","keywords":"Demographics; Demographic economics; Divergence (linguistics); Economics; Labour economics; Political science; Demography; Sociology","score_opus":0.057339749485577685,"score_gpt":0.33246146088797146,"score_spread":0.2751217114023938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206125775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685682,0.00919165,1.9666024e-7,0.014438391,0.0006592425,0.00038191653,0.000046856778,0.000020007856,0.006693551],"genre_scores_gemma":[0.73709375,0.004271023,0.00003436845,0.037493598,0.0008961432,0.0007905382,0.00020663033,0.00010460867,0.21910931],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867845,0.00044389267,0.0002750464,0.00010577095,0.00023963836,0.0002572289],"domain_scores_gemma":[0.9986513,0.0008153135,0.00012026022,0.00022078352,0.00013400817,0.000058330144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006351459,0.0000916286,0.00014492635,0.000038221468,0.00031131008,0.0000018505859,0.00015805173,0.000037427482,0.00005411992],"category_scores_gemma":[0.00015535671,0.00005180442,0.000011065687,0.00011634978,0.00012870222,0.000027680257,0.00005769582,0.00020893812,0.000009663741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028734454,0.00002170326,0.14853902,0.000022606222,0.000018719658,0.0000026969763,0.020846188,0.0000040181617,0.0000054773614,0.0008389462,0.8295165,0.00015539807],"study_design_scores_gemma":[0.00035843567,0.000035685098,0.091007456,0.000032940305,0.000010672863,7.430713e-8,0.004627446,0.000008561148,0.0000011797456,0.00008358925,0.9037773,0.00005663928],"about_ca_topic_score_codex":0.82723564,"about_ca_topic_score_gemma":0.92820853,"teacher_disagreement_score":0.23147441,"about_ca_system_score_codex":0.0006661017,"about_ca_system_score_gemma":0.0009416781,"threshold_uncertainty_score":0.23943768},"labels":[],"label_agreement":null},{"id":"W2213764985","doi":"10.1136/jech-2015-206295","title":"The rise of neoliberalism: how bad economics imperils health and what to do about it","year":2015,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":186,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"Wellcome Trust","keywords":"Neoliberalism (international relations); Economics; Political economy","score_opus":0.33922339563504467,"score_gpt":0.5502355197503439,"score_spread":0.21101212411529924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213764985","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048046937,0.79359645,0.000019706307,0.20271471,0.0015458537,0.0013487515,0.000066582965,0.000011320482,0.00021616255],"genre_scores_gemma":[0.000017733271,0.9713755,0.0007466802,0.02674272,0.0007120035,0.00005681855,0.000025070782,0.00006380239,0.0002596215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9454239,0.047349595,0.005397948,0.00029918985,0.00017361138,0.0013557537],"domain_scores_gemma":[0.9553008,0.03109283,0.01050462,0.0012796641,0.00059183803,0.0012302343],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06650586,0.00060602167,0.007826876,0.00039056924,0.0037813592,0.000035651963,0.0012955067,0.0006266504,0.0000147569235],"category_scores_gemma":[0.0072741546,0.00036790574,0.00061815337,0.00025679517,0.00064418616,0.00034098464,0.0010339994,0.0060436553,0.000012253412],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007797926,0.00006159503,0.001767768,0.010003002,0.00042590208,6.9554363e-7,0.008038892,0.0000020494388,1.8605997e-9,0.0045801774,0.2645602,0.71048176],"study_design_scores_gemma":[0.00046672826,0.0017398666,0.00041344276,0.029197317,0.00011887259,0.00004494187,0.011302344,9.887111e-7,1.6696917e-9,0.004208194,0.9523061,0.00020122487],"about_ca_topic_score_codex":0.0041472455,"about_ca_topic_score_gemma":0.00524774,"teacher_disagreement_score":0.71028054,"about_ca_system_score_codex":0.001393956,"about_ca_system_score_gemma":0.0075503257,"threshold_uncertainty_score":0.9998773},"labels":[],"label_agreement":null},{"id":"W2215949412","doi":"10.1016/j.ehb.2015.11.005","title":"Stroke-attributable death among older persons during the great recession","year":2015,"lang":"en","type":"article","venue":"Economics & Human Biology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Demography; Stroke (engine); Medicine; Epidemiology; Recession; Odds; Gerontology; Odds ratio; Logistic regression; Internal medicine","score_opus":0.09836460210763959,"score_gpt":0.3839276373956027,"score_spread":0.2855630352879631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215949412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744294,0.00029640124,0.000010209521,0.0029030377,0.00087638194,0.00041081748,0.000056727527,0.000085763146,0.02093121],"genre_scores_gemma":[0.9626809,0.00012759755,0.000018013001,0.00039114748,0.0006489252,0.00012589128,0.000053175838,0.000024483688,0.035929903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843365,0.0002790516,0.00037322103,0.00031408173,0.0000285234,0.00057146593],"domain_scores_gemma":[0.9991352,0.000155306,0.0002126836,0.0003205399,0.000061001443,0.000115283525],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054942793,0.00017663662,0.0003197769,0.00006926255,0.0017524596,0.0000125365705,0.00025602884,0.0002097636,0.0006136327],"category_scores_gemma":[0.00004519564,0.000120351986,0.000069253176,0.000036311874,0.00015144344,0.000107143496,0.0003330169,0.0004071288,0.0002505517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016360804,0.000012856097,0.9810297,0.000011100126,0.00006092705,7.2692904e-7,0.0023534026,0.000003944845,0.00008406499,0.0037091007,0.012629131,0.00008867068],"study_design_scores_gemma":[0.0016978062,0.00012585752,0.8565898,0.000049617654,0.000041192267,0.0000016766272,0.003718315,0.000017868408,0.000112766276,0.004477516,0.13287328,0.00029429476],"about_ca_topic_score_codex":0.0007504378,"about_ca_topic_score_gemma":0.0019956932,"teacher_disagreement_score":0.12443992,"about_ca_system_score_codex":0.00025291956,"about_ca_system_score_gemma":0.00006456241,"threshold_uncertainty_score":0.9995471},"labels":[],"label_agreement":null},{"id":"W2217710316","doi":"10.53841/bpshpu.2004.13.4.37","title":"Mental Health from a Gender Perspective","year":2004,"lang":"en","type":"article","venue":"Health Psychology Update","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Perspective (graphical); Mental health; Psychology; Sociology; Computer science; Psychiatry; Artificial intelligence","score_opus":0.1186260710025129,"score_gpt":0.5272816061831186,"score_spread":0.4086555351806057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217710316","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054166675,0.0032732396,0.000810707,0.91879,0.0032736138,0.0014215105,0.00031947458,0.00034613605,0.01759867],"genre_scores_gemma":[0.2656016,0.0050761676,0.0016189535,0.7256845,0.00081241265,0.000218072,0.00027131283,0.00006635801,0.00065061025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961727,0.0007946882,0.00080727116,0.00071334396,0.00023229267,0.0012796519],"domain_scores_gemma":[0.99847937,0.000061269515,0.0004506499,0.0005048569,0.000112875954,0.00039100362],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00076716545,0.00027719772,0.0005969741,0.00014429829,0.0021489495,0.0000047417116,0.00022719687,0.00019156076,0.0011178089],"category_scores_gemma":[0.000030036197,0.00024910245,0.000089974346,0.00023592699,0.00015776075,0.00010034089,0.00013686414,0.00087734644,0.0026079642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000272062,0.0003646179,0.04348679,0.00009092846,0.00020472758,0.000009739035,0.07062769,0.0000014641815,0.00001535784,0.026360018,0.857461,0.0011056369],"study_design_scores_gemma":[0.005045114,0.0003938868,0.25128257,0.00014512883,0.000008036029,0.0000048258075,0.0052321358,7.1523925e-7,0.0000011950018,0.02961293,0.7080065,0.0002669417],"about_ca_topic_score_codex":0.0027639128,"about_ca_topic_score_gemma":0.002436043,"teacher_disagreement_score":0.21143493,"about_ca_system_score_codex":0.0010449487,"about_ca_system_score_gemma":0.00077971024,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W2218611868","doi":"10.2139/ssrn.1311386","title":"Estimating the Determinants of Hours of Work in Quebec and Ontario","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Work (physics); Demographic economics; Geography; Economics; Engineering","score_opus":0.033878911794445,"score_gpt":0.3488820917044776,"score_spread":0.31500317991003257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218611868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974982,0.0014142691,0.00004306751,0.00045909442,0.00011941529,0.00013642381,3.4598006e-7,0.0000037234702,0.00032546616],"genre_scores_gemma":[0.9962892,0.0005203247,0.000083666586,0.0000290006,0.0000669624,0.0000055074497,1.8192888e-7,0.0000075140338,0.002997637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835426,0.00014789103,0.0004165193,0.00007102258,0.0001321993,0.0008781046],"domain_scores_gemma":[0.9993571,0.00018263292,0.00030231828,0.000081774895,0.000053951866,0.0000221945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011484217,0.0000765295,0.00021969895,0.000057945777,0.00041444914,0.0000014337237,0.00010873888,0.000047557936,0.00001578533],"category_scores_gemma":[0.0000768825,0.00004855583,0.00003651239,0.0001103873,0.00009665614,0.00006405487,0.000052257856,0.0012645087,0.0000013246345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048733626,0.000016576932,0.9821716,0.000011244849,0.00002384756,0.0000017205076,0.012184025,0.000006957653,0.000006559998,0.00056009437,0.00007080308,0.004897844],"study_design_scores_gemma":[0.0006443946,0.00012328371,0.98617405,0.00031251347,0.000017293858,0.00002624182,0.005377162,0.000011643666,0.00001104741,0.0071418644,0.00009826999,0.00006224788],"about_ca_topic_score_codex":0.108278185,"about_ca_topic_score_gemma":0.8807529,"teacher_disagreement_score":0.7724747,"about_ca_system_score_codex":0.00041559627,"about_ca_system_score_gemma":0.0019978792,"threshold_uncertainty_score":0.89765984},"labels":[],"label_agreement":null},{"id":"W2224848464","doi":"10.1093/ije/dyv342","title":"What should we know about precarious employment and health in 2025? framing the agenda for the next decade of research","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Framing (construction); Precarious work; Inequality; Health equity; Public health; Social inequality; Health policy; Social determinants of health; Political science; Sociology; Health care; Economic growth; Work (physics); Economics; Medicine; Geography; Engineering","score_opus":0.5098870773315459,"score_gpt":0.6030220532236779,"score_spread":0.09313497589213193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224848464","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03015479,0.09197563,0.0027309621,0.8709001,0.003491294,0.00064731896,0.000017619184,0.000004583072,0.00007768826],"genre_scores_gemma":[0.63524395,0.34537315,0.0004919338,0.014740734,0.0016596902,0.00014216211,0.0000027449669,0.00002327717,0.0023223665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957552,0.002025527,0.0013323448,0.00015834674,0.00027809897,0.00045047753],"domain_scores_gemma":[0.9660935,0.032159213,0.0008192205,0.00014939699,0.0007175391,0.00006115353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016776921,0.00010136845,0.00043256592,0.00021438299,0.00034225945,0.000008793576,0.00053311395,0.00011542727,0.000072421506],"category_scores_gemma":[0.0057704994,0.000042825843,0.00010516387,0.00008428376,0.00034199376,0.00019691286,0.0002698714,0.0006502706,0.000004068695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004917687,0.000075034994,0.27926472,0.0000650899,0.00046159484,0.000004801993,0.0102784885,0.00002926358,0.00011644541,0.028562866,0.15535164,0.5252983],"study_design_scores_gemma":[0.0014646344,0.00041306324,0.28342116,0.0030831047,0.000015570144,0.000012929844,0.0043979324,0.00006445767,0.000017541553,0.04485353,0.66218776,0.00006831093],"about_ca_topic_score_codex":0.00063731975,"about_ca_topic_score_gemma":0.0017131463,"teacher_disagreement_score":0.8561594,"about_ca_system_score_codex":0.00025278653,"about_ca_system_score_gemma":0.00029160554,"threshold_uncertainty_score":0.6908244},"labels":[],"label_agreement":null},{"id":"W2228156456","doi":"","title":"Pertes de gains des travailleurs deplaces ayant une participation stable au marche du travail : donnees recentes pour le Canada","year":2012,"lang":"fr","type":"article","venue":"Direction des études analytiques : documents de recherche","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.22480288494259634,"score_gpt":0.4438722852002825,"score_spread":0.21906940025768615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2228156456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154315,0.037644766,0.002086186,0.013924666,0.0009997786,0.0008867572,0.0000762026,0.0002987809,0.028651372],"genre_scores_gemma":[0.87243617,0.061884712,0.005248891,0.000817833,0.00084431504,0.00036229932,0.00006813442,0.00013710084,0.058200523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9863222,0.008766237,0.0011169655,0.0006305894,0.0005551546,0.002608803],"domain_scores_gemma":[0.9947496,0.0028369676,0.0005117385,0.00041409326,0.0006209804,0.0008666305],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008464555,0.0007200379,0.0008035552,0.00024031242,0.0022467722,0.00014896966,0.000375539,0.0008538032,0.0010655147],"category_scores_gemma":[0.002980787,0.00070216553,0.0002635147,0.0011187266,0.00052540435,0.001243304,0.00018150816,0.0015298016,0.00004456213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022088073,0.0011494682,0.8279431,0.0009387224,0.0010625918,0.000012230807,0.047824465,0.00017235706,0.0007175817,0.0023744847,0.037316624,0.08026748],"study_design_scores_gemma":[0.001764887,0.0003263541,0.7169855,0.0018369674,0.0010222164,0.000038412116,0.08781804,0.00152517,0.005560973,0.0048406357,0.1770311,0.0012497262],"about_ca_topic_score_codex":0.92593026,"about_ca_topic_score_gemma":0.9564193,"teacher_disagreement_score":0.13971448,"about_ca_system_score_codex":0.013143567,"about_ca_system_score_gemma":0.0041915327,"threshold_uncertainty_score":0.99984765},"labels":[],"label_agreement":null},{"id":"W2231550521","doi":"10.1111/hsc.12322","title":"Access and utilisation of social and health services as a social determinant of health: the case of undocumented Latin American immigrant women working in Lleida (Catalonia, Spain)","year":2016,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Instituto de Salud Carlos III; Universitat de Lleida; Universitat de les Illes Balears; Universitetet i Bergen","keywords":"Latin Americans; Immigration; Health care; Economic growth; Rural area; Medicine; Political science; Business","score_opus":0.1258705281886308,"score_gpt":0.47215868030539526,"score_spread":0.34628815211676445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231550521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548006,0.0011601193,0.0000028484194,0.042458843,0.00006693889,0.0013245832,0.000099097284,0.000014472624,0.000072516545],"genre_scores_gemma":[0.99652433,0.0008298117,0.000010700359,0.0023613928,0.00007557531,0.0001529655,0.000021065574,0.00001836435,0.0000057642064],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9878024,0.009868624,0.0012741287,0.0001635019,0.0002586956,0.0006326669],"domain_scores_gemma":[0.9960674,0.001643613,0.0018366844,0.00023839837,0.00015209035,0.000061811355],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0071863486,0.00019569515,0.00091492076,0.00013705142,0.0035962781,0.000010764337,0.00039153695,0.000099001314,0.000007273764],"category_scores_gemma":[0.000069568145,0.00012360972,0.00005926822,0.0005431392,0.00066259276,0.00010439882,0.00049458735,0.0007572694,2.500813e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016622471,0.00008768677,0.2716698,0.0017938548,0.000016887416,0.0000016563502,0.6086064,3.996519e-8,0.0000024722272,0.0006633128,0.00004815524,0.1169435],"study_design_scores_gemma":[0.00095173926,0.00030958833,0.5948968,0.00051241176,0.0000052029663,0.0000012051664,0.40207842,0.0000016651887,0.00000123633,0.00093723036,0.0002374853,0.00006699659],"about_ca_topic_score_codex":0.4798091,"about_ca_topic_score_gemma":0.5981043,"teacher_disagreement_score":0.32322702,"about_ca_system_score_codex":0.00069621054,"about_ca_system_score_gemma":0.0007219791,"threshold_uncertainty_score":0.9977009},"labels":[],"label_agreement":null},{"id":"W2233028393","doi":"10.32920/23739462.v1","title":"‘Illegalized’ Migrant Workers and the Struggle for a Living Wage","year":2023,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deportation; Immigration; Living wage; Wage; Poverty; Migrant workers; Working poor; Political science; Labour economics; Demographic economics; Economic growth; Business; Economics; Law","score_opus":0.06523334631299381,"score_gpt":0.4064779419054561,"score_spread":0.3412445955924623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233028393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82771075,0.0013423474,0.00035788747,0.094087474,0.0011973736,0.0034251537,0.000033233522,0.00072466215,0.07112115],"genre_scores_gemma":[0.8351276,0.00014117449,0.00013663109,0.0015128533,0.00022539198,0.0007973101,0.00000548306,0.000022187205,0.16203137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999148,0.00013289602,0.00018582863,0.00012876144,0.00008107175,0.00032344653],"domain_scores_gemma":[0.9972565,0.0025088307,0.000043804965,0.00012034168,0.000036633694,0.000033886783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008283091,0.000079159414,0.00016016097,0.00003661021,0.0012284223,0.000008575151,0.00006907569,0.000043998323,0.00019299902],"category_scores_gemma":[0.00029034074,0.000040645453,0.000053736014,0.00014121189,0.00007816823,0.000036635913,0.00015365663,0.00011152,0.000080159545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111308036,0.000006831003,0.13063653,0.0001046253,0.00008021116,7.244533e-7,0.02524098,6.3403155e-7,0.0000103297425,0.01149947,0.8303951,0.0019132763],"study_design_scores_gemma":[0.0037109067,0.000053705928,0.14909557,0.0003613641,0.00006476521,2.6649246e-7,0.06720713,0.000568241,0.0000032107089,0.004432882,0.7742985,0.00020349718],"about_ca_topic_score_codex":0.000730776,"about_ca_topic_score_gemma":0.001052467,"teacher_disagreement_score":0.09257462,"about_ca_system_score_codex":0.000011001267,"about_ca_system_score_gemma":0.000022258082,"threshold_uncertainty_score":0.9448155},"labels":[],"label_agreement":null},{"id":"W2234836635","doi":"","title":"\"Choosing\" Non-Standard Work in Southern Alberta: A Qualitative Study","year":2004,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Political science; Geography; Engineering; Mechanical engineering","score_opus":0.05544516977765789,"score_gpt":0.4104314777804137,"score_spread":0.3549863080027558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234836635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98369634,0.00044830918,0.0000022250028,0.0040493305,0.00068308436,0.0014742463,0.000058998234,0.00004594872,0.009541493],"genre_scores_gemma":[0.98478067,0.00003330425,0.000028636458,0.0016294135,0.00019268747,0.0013055593,0.0000048119273,0.000047434776,0.011977498],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967927,0.00043268906,0.00062260206,0.00046781125,0.0002754063,0.0014088145],"domain_scores_gemma":[0.99828637,0.0006194335,0.00014891043,0.00030378034,0.00025479725,0.00038670018],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010651096,0.00034970714,0.0007625899,0.0003953791,0.0015789674,0.000014638952,0.00020369326,0.00010730098,0.0001559976],"category_scores_gemma":[0.00054349774,0.00030078142,0.000060143633,0.0007713933,0.00019373995,0.000100041405,0.0001467947,0.0005284462,0.00053950015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011736452,0.000056335706,0.09127177,0.000053677137,0.00033853558,0.00005178706,0.90572894,0.000007096206,4.874899e-7,0.00065066625,0.0016452238,0.00007812272],"study_design_scores_gemma":[0.0024110985,0.00028566367,0.00924674,0.00035637393,0.000025161504,1.4525843e-7,0.9783708,5.2149105e-8,3.6241113e-7,0.0058832495,0.0030993284,0.00032103676],"about_ca_topic_score_codex":0.08270748,"about_ca_topic_score_gemma":0.8385977,"teacher_disagreement_score":0.75589025,"about_ca_system_score_codex":0.0036584944,"about_ca_system_score_gemma":0.0008171744,"threshold_uncertainty_score":0.99994445},"labels":[],"label_agreement":null},{"id":"W2235312120","doi":"","title":"Summary Of: Low-paid Work and Economically Vulnerable Families over the Last Two Decades","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Work (physics); Position (finance); Immigration; Labour economics; Low wage; Low income; Economics; Demographic economics; Sociology; Political science; Wage; Engineering; Law; Finance","score_opus":0.0468565220267733,"score_gpt":0.3959761807654349,"score_spread":0.3491196587386616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235312120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8874622,0.0011090732,5.0985295e-7,0.0025900248,0.0005006807,0.0012833196,0.00007590997,0.00003905389,0.10693923],"genre_scores_gemma":[0.9322858,0.056182172,0.00019766127,0.0005096496,0.00091882807,0.0007268622,0.000047075027,0.00009625836,0.009035696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956051,0.0011592273,0.0011581458,0.0008055071,0.00020556636,0.001066435],"domain_scores_gemma":[0.99416804,0.0042143944,0.00037152562,0.00094931683,0.00013676911,0.00015993715],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038293398,0.0003810836,0.0008356453,0.00037386856,0.000986699,0.000053282954,0.00073032145,0.0004907566,0.000255781],"category_scores_gemma":[0.0005517392,0.00030513032,0.00016284766,0.0001255091,0.0008123958,0.00011698504,0.003030244,0.0038435003,0.000021047636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003168527,0.00013703293,0.89164263,0.0008296687,0.0003404068,0.0000059086738,0.0046739704,0.0022214195,0.000027248041,0.0023777138,0.0040864726,0.09334065],"study_design_scores_gemma":[0.0027070465,0.00013035923,0.74160904,0.0026559643,0.000045060744,0.000001167297,0.009144485,0.0006798022,0.00005096542,0.0052101808,0.23679644,0.0009694864],"about_ca_topic_score_codex":0.00037934695,"about_ca_topic_score_gemma":0.0047529656,"teacher_disagreement_score":0.23270996,"about_ca_system_score_codex":0.00063975767,"about_ca_system_score_gemma":0.00065340265,"threshold_uncertainty_score":0.9999401},"labels":[],"label_agreement":null},{"id":"W2235924816","doi":"10.13169/workorgalaboglob.5.1.0001","title":"Passing the buck: Corporate restructuring and the casualisation of employment","year":2011,"lang":"en","type":"article","venue":"Work Organisation Labour & Globalisation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Globalization; Capital (architecture); Quarter (Canadian coin); Embodied cognition; Political science; Economic system; Work (physics); Flexibility (engineering); Political economy; Economics; Market economy; History; Engineering; Management; Law","score_opus":0.09392581432956577,"score_gpt":0.32891005565335724,"score_spread":0.23498424132379148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235924816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882945,0.00021226563,0.0007102067,0.0061421758,0.0006359498,0.0010005874,0.000012953605,0.000089459296,0.0029019238],"genre_scores_gemma":[0.9981113,0.000106089305,0.00025175227,0.00082151045,0.00022786361,0.00006770672,0.000021563408,0.00002179744,0.00037041598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997567,0.0009427609,0.00065428636,0.0002194673,0.0003508068,0.00026569722],"domain_scores_gemma":[0.99804085,0.00038885308,0.0009557697,0.00032041883,0.00025092924,0.000043166532],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016244332,0.00017419459,0.00023102379,0.000053409687,0.0014532332,0.0000256029,0.0001633064,0.00011089646,0.00032227417],"category_scores_gemma":[0.00028029658,0.00010143946,0.00004302117,0.00038577663,0.0003651557,0.0002028125,0.0001283959,0.00022108034,0.000026409789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039411543,0.000023596936,0.500991,0.000059835835,0.00009445981,6.8958445e-7,0.08250379,0.000012543438,0.00035869496,0.41136312,0.0011448157,0.0030533657],"study_design_scores_gemma":[0.0015125619,0.00003934667,0.93175447,0.000108183,0.00010094291,0.0000015718242,0.012083049,0.000026077685,0.0009225946,0.051457964,0.0018418109,0.00015141057],"about_ca_topic_score_codex":0.0014881509,"about_ca_topic_score_gemma":0.00029499727,"teacher_disagreement_score":0.4307635,"about_ca_system_score_codex":0.00015462196,"about_ca_system_score_gemma":0.00009118993,"threshold_uncertainty_score":0.99984676},"labels":[],"label_agreement":null},{"id":"W2236042052","doi":"","title":"Understanding Public-Private Sector Differences in Work Absences","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Public sector; Private sector; Work (physics); Business; Demographic economics; Labour economics; Public relations; Political science; Economics; Economic growth; Engineering; Law","score_opus":0.1556091919899514,"score_gpt":0.3519389802486999,"score_spread":0.1963297882587485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236042052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97027326,0.0014980474,0.0016147563,0.019692108,0.00063771155,0.00036815746,6.595335e-7,0.00005908969,0.005856197],"genre_scores_gemma":[0.9921093,0.0036647082,0.000018926292,0.00028222086,0.0003971206,0.00005298797,0.0000012279361,0.000018534753,0.0034549753],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99557185,0.00034182193,0.00047235968,0.00019061365,0.00028169728,0.0031416425],"domain_scores_gemma":[0.99918795,0.00029669586,0.00022477747,0.00011641476,0.000070396265,0.000103743696],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014414637,0.00017403104,0.00027590964,0.00021463174,0.001084762,0.00005532135,0.00029118295,0.00011415483,0.0008062976],"category_scores_gemma":[0.000096947326,0.00012396357,0.000066535555,0.00040574852,0.000071309936,0.0003750521,0.0000933565,0.0026391642,0.00022237317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011884708,0.000022551678,0.8594041,0.000008845881,0.00007623427,0.0000010207907,0.0010930393,2.834519e-7,0.000015649044,0.13751094,0.0010780774,0.00077736063],"study_design_scores_gemma":[0.0007623668,0.00013879471,0.32519552,0.00017662474,0.000012213988,0.0000051126867,0.03460555,0.000009823885,0.0000014046007,0.6377397,0.00112844,0.00022446607],"about_ca_topic_score_codex":0.00027862831,"about_ca_topic_score_gemma":0.005677827,"teacher_disagreement_score":0.5342086,"about_ca_system_score_codex":0.0017231405,"about_ca_system_score_gemma":0.0009045896,"threshold_uncertainty_score":0.9996618},"labels":[],"label_agreement":null},{"id":"W2236710915","doi":"","title":"Mental Health: The New Frontier for Labour Economics","year":2013,"lang":"en","type":"preprint","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; London School of Economics and Political Science","keywords":"Mental health; Absenteeism; Mental illness; Earnings; Psychiatry; Quarter (Canadian coin); Psychology; Medicine; Health care; Economics; Economic growth; Social psychology; Finance","score_opus":0.1128090402428688,"score_gpt":0.4560720476404363,"score_spread":0.3432630073975675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236710915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8558653,0.0011283892,0.000021573338,0.13282667,0.0011977606,0.0028834413,0.0023464481,0.000019535675,0.003710887],"genre_scores_gemma":[0.96636,0.019882273,0.003330095,0.0046663242,0.0022183198,0.00021373917,0.00009040268,0.00008012432,0.0031587218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9887475,0.00039132536,0.002781861,0.001918531,0.00042141342,0.0057393736],"domain_scores_gemma":[0.9876437,0.0023587928,0.0009315795,0.0012577301,0.0011992696,0.0066089113],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01314323,0.0006859426,0.0018309723,0.0010271264,0.0029077604,0.0005968904,0.0025401367,0.00053879514,0.0003884907],"category_scores_gemma":[0.0032257761,0.0005368029,0.00034284292,0.00045404298,0.009680472,0.0010392694,0.004987955,0.0022914351,0.00006861988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012583395,0.00013282469,0.015467093,0.00028499716,0.00006804121,2.0141957e-7,0.00022210955,0.00004296659,0.000031464184,0.9781622,0.0037493603,0.0017128518],"study_design_scores_gemma":[0.0028017096,0.0010182846,0.0841422,0.00043145026,0.000055543296,0.0000073983347,0.004303391,0.008913321,0.00026975322,0.78911096,0.10798104,0.00096493977],"about_ca_topic_score_codex":0.02621197,"about_ca_topic_score_gemma":0.0026486677,"teacher_disagreement_score":0.1890513,"about_ca_system_score_codex":0.002449192,"about_ca_system_score_gemma":0.018564494,"threshold_uncertainty_score":0.99970835},"labels":[],"label_agreement":null},{"id":"W2237442364","doi":"","title":"The Equality Impact of the Unemployment Crisis","year":2015,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Fell; Recession; Economics; Labour economics; Demographic economics; Unemployment rate; Quarter (Canadian coin); Economic growth; Geography; Keynesian economics; Cartography","score_opus":0.09835228898727079,"score_gpt":0.42803695512061957,"score_spread":0.3296846661333488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237442364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93475336,0.0009599562,0.00006018056,0.05250433,0.0024735585,0.000909649,0.00005436519,0.00021283959,0.008071754],"genre_scores_gemma":[0.9979085,0.00017503982,0.00017707297,0.00019774122,0.00011705052,0.00014459269,0.000004844561,0.000019713121,0.0012554727],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759215,0.00018605152,0.0009400615,0.00027577148,0.00044868185,0.0005572571],"domain_scores_gemma":[0.997195,0.00015353187,0.0007091689,0.0012378282,0.00061966147,0.00008478799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014398686,0.00023791123,0.0004665137,0.00019232668,0.000934359,0.0000068201334,0.0011245739,0.00035136536,0.00005318405],"category_scores_gemma":[0.0010917236,0.0001209394,0.00026000175,0.0009962395,0.0010348058,0.00017087597,0.0009018294,0.0006585218,0.00006925702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015494498,0.00023320466,0.48218513,0.000111060785,0.0005353272,0.000002428696,0.0018210959,0.00007338548,0.00058449013,0.15808862,0.35285476,0.0033555445],"study_design_scores_gemma":[0.0036213985,0.00080203085,0.06184413,0.0004914909,0.00022915649,0.000004335952,0.011780979,0.000050463255,0.004828377,0.07473837,0.8410746,0.0005346809],"about_ca_topic_score_codex":0.0012132013,"about_ca_topic_score_gemma":0.001052475,"teacher_disagreement_score":0.48821983,"about_ca_system_score_codex":0.0002617762,"about_ca_system_score_gemma":0.00061646785,"threshold_uncertainty_score":0.71864283},"labels":[],"label_agreement":null},{"id":"W2237520619","doi":"10.1002/job.2094","title":"Location, location, location: Contextualizing workplace commitment","year":2016,"lang":"en","type":"article","venue":"Journal of Organizational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Florida Atlantic University","keywords":"Psychology; Organizational commitment; Social psychology; Public relations; Business; Political science","score_opus":0.050966148909480306,"score_gpt":0.3819160940085804,"score_spread":0.3309499450991001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237520619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7071603,0.006379534,0.16298945,0.1106767,0.0072900564,0.0027764796,0.00005125922,0.00028042772,0.0023957985],"genre_scores_gemma":[0.98994845,0.00013609731,0.00051180663,0.00097010605,0.0009516774,0.000044024415,0.00001581777,0.00004126766,0.0073807794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759233,0.0002469312,0.0011284099,0.00016855584,0.00059033855,0.00027345083],"domain_scores_gemma":[0.991478,0.0004832304,0.00091335154,0.00021028167,0.0067698704,0.00014521852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006997207,0.00017878028,0.00029523094,0.00017688732,0.00074907247,0.000016943995,0.00026182132,0.00012633592,0.001485723],"category_scores_gemma":[0.00090516225,0.00012132174,0.000046316927,0.00081443216,0.00009630718,0.0003833043,0.000084449435,0.00022593867,0.00038143754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049247028,0.00022512743,0.9278988,0.00006243431,0.00007396963,0.000006417079,0.0016655265,0.000021018888,0.00064066984,0.013695519,0.054531544,0.0011297149],"study_design_scores_gemma":[0.0029946754,0.00018914051,0.9398076,0.001339917,0.00024700133,0.00003883401,0.0026642184,0.0000023750604,0.0005672003,0.0009627611,0.050871342,0.0003149428],"about_ca_topic_score_codex":0.000014135784,"about_ca_topic_score_gemma":0.00003310983,"teacher_disagreement_score":0.28278813,"about_ca_system_score_codex":0.0005021946,"about_ca_system_score_gemma":0.00081073144,"threshold_uncertainty_score":0.9994271},"labels":[],"label_agreement":null},{"id":"W2238615326","doi":"10.4000/ticetsociete.1950","title":"Les travailleurs migrants temporaires au Québec : des migrants connectés ?","year":2016,"lang":"fr","type":"article","venue":"Tic & société","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.11287764042317447,"score_gpt":0.4121014120434366,"score_spread":0.29922377162026215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238615326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8419397,0.033756174,0.00007944161,0.09186383,0.0029526162,0.00089679006,0.00019507589,0.0002481463,0.028068265],"genre_scores_gemma":[0.79859304,0.002640886,0.00006264526,0.00069844996,0.00095586356,0.00011311622,0.000006685086,0.000089411675,0.19683987],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99531364,0.0010678265,0.0009511623,0.00062032696,0.0004457696,0.001601294],"domain_scores_gemma":[0.99545217,0.003013551,0.0003676559,0.00051015936,0.0002660882,0.00039038755],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009443496,0.00057555665,0.0008431843,0.00010743466,0.0027083587,0.000021054748,0.00040412627,0.00055613084,0.0067543015],"category_scores_gemma":[0.00096631545,0.00039696548,0.0003577839,0.00022680279,0.0016778716,0.0002715132,0.00021871264,0.00049772905,0.0028555628],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010850376,0.0002383773,0.42254338,0.0006535335,0.00036916806,0.000030332976,0.05079729,9.100843e-8,0.00024916453,0.0019923933,0.088347696,0.43467006],"study_design_scores_gemma":[0.0039749206,0.00032693948,0.5887648,0.0043852935,0.000391644,0.000007786959,0.035040904,0.0000035836104,0.00016124877,0.0039912406,0.36213544,0.0008162227],"about_ca_topic_score_codex":0.4391403,"about_ca_topic_score_gemma":0.48872012,"teacher_disagreement_score":0.43385383,"about_ca_system_score_codex":0.0010924692,"about_ca_system_score_gemma":0.0013256108,"threshold_uncertainty_score":0.99984825},"labels":[],"label_agreement":null},{"id":"W2239397998","doi":"","title":"Earnings Losses of Displaced Workers with Stable Labour Market Attachment: Recent Evidence from Canada","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Displaced workers; Seniority; Earnings; Layoff; Labour economics; Demographic economics; Economics; Longitudinal data; Business; Unemployment; Political science; Sociology; Accounting; Economic growth","score_opus":0.06677697759090023,"score_gpt":0.39440316016271537,"score_spread":0.32762618257181514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239397998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95144576,0.001334144,0.0000016022468,0.0030411424,0.00077290385,0.0016215694,0.00036675655,0.000031553842,0.041384574],"genre_scores_gemma":[0.9331578,0.033981312,0.00032966727,0.00014439503,0.0003593901,0.00072688813,0.00011105054,0.000097495,0.031092023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948477,0.0012982688,0.0009922988,0.0008241519,0.0005953659,0.001442218],"domain_scores_gemma":[0.99384296,0.0037539366,0.00066659425,0.001018278,0.00041237957,0.00030585038],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030115698,0.0004041513,0.0009032744,0.00020709798,0.00055086747,0.000027595925,0.00070336607,0.00038124027,0.0021366295],"category_scores_gemma":[0.0010418128,0.00035575713,0.00007219871,0.00019801511,0.00028204775,0.00016110578,0.0018409496,0.0027679577,0.000008771056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000690304,0.000062730665,0.9834647,0.0007881626,0.00028788924,0.000009230022,0.0017316061,0.00040553755,0.000013731477,0.000019058394,0.0068459804,0.0056810714],"study_design_scores_gemma":[0.0007383159,0.00006272125,0.86345655,0.004772353,0.000033944176,2.8454943e-7,0.006091325,0.000058838763,0.00004443759,0.00008004029,0.124227434,0.00043374617],"about_ca_topic_score_codex":0.6025548,"about_ca_topic_score_gemma":0.7325788,"teacher_disagreement_score":0.13002403,"about_ca_system_score_codex":0.0029165784,"about_ca_system_score_gemma":0.0048220693,"threshold_uncertainty_score":0.99988943},"labels":[],"label_agreement":null},{"id":"W2241896505","doi":"","title":"Labour Cost Adjustment during the Crisis: Firm-level Evidence","year":2015,"lang":"en","type":"article","venue":"Quarterly Bulletin Articles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Labour economics; Wage; Margin (machine learning); Economics; Quarter (Canadian coin); Shock (circulatory); Flexibility (engineering); Cost cutting; Real wages; Demographic economics; Operations management","score_opus":0.13310245371105217,"score_gpt":0.3844159775394858,"score_spread":0.25131352382843364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241896505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87080413,0.002327872,0.000072840325,0.12414873,0.0006606013,0.0008480663,0.000017200173,0.00019162925,0.00092896086],"genre_scores_gemma":[0.98605365,0.0000856725,0.0001821126,0.0042242357,0.00054185087,0.0004991775,0.0000014398951,0.000026674415,0.0083852],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9975706,0.0005608589,0.0004900797,0.00029746737,0.00041616595,0.00066488143],"domain_scores_gemma":[0.9984592,0.00047664586,0.0001550011,0.00045559715,0.00025026294,0.00020324478],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093655795,0.00019754624,0.00022335838,0.000043118176,0.0009987792,0.000030608575,0.000296473,0.000074323005,0.0010762617],"category_scores_gemma":[0.0002196375,0.00012839802,0.00006794314,0.00015657014,0.000089064786,0.0001050708,0.00010887713,0.00032307048,0.0045283474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031492603,0.00017398372,0.1559152,0.00019199311,0.000120603756,0.000023496947,0.07092069,0.000008969554,0.0004488347,0.0033804546,0.75805074,0.01045007],"study_design_scores_gemma":[0.0017229841,0.00047626262,0.5878137,0.0003974515,0.00006044178,0.0000042755605,0.114450075,0.000021875821,0.00015117986,0.0017235468,0.2928433,0.00033491716],"about_ca_topic_score_codex":0.0011240108,"about_ca_topic_score_gemma":0.0004926365,"teacher_disagreement_score":0.46520746,"about_ca_system_score_codex":0.00014600926,"about_ca_system_score_gemma":0.00006892989,"threshold_uncertainty_score":0.99983686},"labels":[],"label_agreement":null},{"id":"W2244701789","doi":"","title":"You Can't Always Get What You Want: the Impact of the Jobseeker's Allowance","year":2005,"lang":"en","type":"preprint","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; London School of Economics and Political Science; McMaster University","keywords":"Allowance (engineering); Plaintiff; Work (physics); Welfare; Labour economics; Economics; Public economics; Business; Actuarial science; Political science; Law; Engineering; Operations management","score_opus":0.09737926705231433,"score_gpt":0.44770304327973176,"score_spread":0.35032377622741745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244701789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285289,0.0012055787,0.0000025075497,0.060685426,0.00081302604,0.0015717512,0.0015048153,0.00001408291,0.0056739235],"genre_scores_gemma":[0.9808821,0.016244808,0.000238782,0.00096725224,0.0010022643,0.00006496881,0.000018787021,0.00004296149,0.00053805637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.98936903,0.00062416843,0.0025903413,0.0016728725,0.0007964676,0.004947107],"domain_scores_gemma":[0.98933995,0.0023592853,0.0009768599,0.0018594197,0.0016372666,0.0038272014],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.013129244,0.0006955002,0.0016737932,0.00079847826,0.002326928,0.000564861,0.0037116911,0.00054916134,0.00030542127],"category_scores_gemma":[0.005205142,0.00043611423,0.00055371656,0.00085701427,0.0184007,0.0012502987,0.0069302046,0.003194802,0.000025758636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015743115,0.00026826243,0.13866988,0.0002387194,0.000121729354,0.0000011825238,0.000445393,0.00045604925,0.00027296232,0.857712,0.00041420956,0.0012422078],"study_design_scores_gemma":[0.0020542624,0.00087645574,0.62329876,0.0011027653,0.00011846072,0.0000159349,0.006004351,0.011573259,0.0011045894,0.348023,0.0048136865,0.0010144644],"about_ca_topic_score_codex":0.025423577,"about_ca_topic_score_gemma":0.0029071874,"teacher_disagreement_score":0.509689,"about_ca_system_score_codex":0.0022528241,"about_ca_system_score_gemma":0.01489562,"threshold_uncertainty_score":0.9998091},"labels":[],"label_agreement":null},{"id":"W2245548153","doi":"","title":"Preliminary assessment of training and retraining programmes implemented in response to the Great Recession","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retraining; Recession; Government (linguistics); Training (meteorology); Unemployment; Political science; Business; Economic growth; Public relations; Economics","score_opus":0.15643746645137607,"score_gpt":0.4951733985598062,"score_spread":0.3387359321084301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245548153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97158796,0.00034566724,0.0000028697623,0.008917746,0.0004132614,0.0034271702,0.00006267916,0.0000314282,0.015211239],"genre_scores_gemma":[0.9925373,0.0032731078,0.00085987104,0.00014427729,0.00019541597,0.0019163382,0.000043173222,0.00005452204,0.00097596226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99364877,0.0028874623,0.0012037336,0.0006812334,0.00033466233,0.0012441529],"domain_scores_gemma":[0.9951745,0.0034223688,0.00036131425,0.0007132526,0.00014173523,0.00018682977],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015648343,0.00029932932,0.00071732874,0.0006337974,0.00056068716,0.0000268073,0.00047788268,0.0003958997,0.000104988554],"category_scores_gemma":[0.0013327061,0.00023419854,0.00008141917,0.00023861756,0.00022252741,0.00010260862,0.0028479726,0.0026594035,0.0000017467993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014165185,0.00011376311,0.5420614,0.00058867136,0.000093510054,0.00000983473,0.048830263,0.000112236456,0.000113884555,0.00019285467,0.00030731564,0.40615973],"study_design_scores_gemma":[0.001236124,0.00051775406,0.8973119,0.0028557717,0.000016671815,0.0000015675988,0.05720295,0.0008910476,0.000008352141,0.00037150743,0.039254725,0.00033159077],"about_ca_topic_score_codex":0.00034689723,"about_ca_topic_score_gemma":0.0015328828,"teacher_disagreement_score":0.40582815,"about_ca_system_score_codex":0.0008808685,"about_ca_system_score_gemma":0.00089948496,"threshold_uncertainty_score":0.9996415},"labels":[],"label_agreement":null},{"id":"W2246474315","doi":"10.1080/19187033.2015.11674948","title":"Regulating Hospital Social Workers and Nurses: Propping Up an “Efficient” Lean Health Care System","year":2015,"lang":"en","type":"article","venue":"Studies in Political Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deskilling; Overwork; Health care; Work (physics); Business; Nursing; Process (computing); Public relations; Sociology; Labour economics; Economic growth; Political science; Medicine; Economics","score_opus":0.12780219261171924,"score_gpt":0.4726443747966706,"score_spread":0.34484218218495133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246474315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86090815,0.0027814866,0.000017626544,0.015699465,0.002836792,0.0015676379,0.000023980427,0.00023333346,0.115931556],"genre_scores_gemma":[0.9977119,0.000004275889,0.00009975425,0.00072094775,0.00091882615,0.00021704573,0.000008820586,0.000026756094,0.00029168325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973799,0.00029054622,0.00067191105,0.00041390548,0.0001245528,0.0011191671],"domain_scores_gemma":[0.99891883,0.00022545301,0.00017274953,0.0001577514,0.00022057733,0.00030464694],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006258987,0.00022498138,0.0006099213,0.00009527683,0.0013315902,0.000013902522,0.00010605303,0.000103538194,0.000002918192],"category_scores_gemma":[0.00020796439,0.00019800704,0.000045487002,0.00010972674,0.00048974616,0.000115656396,0.0003100975,0.0003504599,0.000016104397],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028872404,0.000038203303,0.22778907,0.0012458785,0.00008010986,0.0000053221897,0.249393,0.0000040310765,3.2740406e-8,0.51578236,0.00477155,0.00086158904],"study_design_scores_gemma":[0.0012052519,0.00021242638,0.010503846,0.00058264856,0.000017289087,0.000001099654,0.98160356,0.00007341503,3.9379583e-7,0.0024566883,0.0031046984,0.00023870818],"about_ca_topic_score_codex":0.00053439505,"about_ca_topic_score_gemma":0.00031649874,"teacher_disagreement_score":0.7322105,"about_ca_system_score_codex":0.0016234282,"about_ca_system_score_gemma":0.00033382716,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W2246951456","doi":"10.1177/0020731415611634","title":"Why is There so Much Controversy Regarding the Population Health Impact of the Great Recession? Reflections on Three Case Studies","year":2015,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Life expectancy; Recession; Population; Population health; Public health; Development economics; Politics; Expectancy theory; Political science; Mental health; Economics; Sociology; Psychology; Medicine; Demography; Macroeconomics; Psychiatry","score_opus":0.16063268748624981,"score_gpt":0.5363187667802137,"score_spread":0.3756860792939639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246951456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.746139,0.006536823,0.000034535613,0.2427615,0.0034789206,0.0005633757,0.000053331252,0.000019521425,0.00041298603],"genre_scores_gemma":[0.9758307,0.0012667304,0.000050644067,0.021923691,0.0007579608,0.000013947844,0.0000045261636,0.000018042052,0.000133755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996359,0.0010046215,0.0012916109,0.00015434691,0.0008697195,0.00032069514],"domain_scores_gemma":[0.9944604,0.00069667347,0.002747018,0.0002487423,0.0017170861,0.00013005776],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002592436,0.00018499178,0.00049665355,0.00017364952,0.0016504249,0.00002825835,0.00047342526,0.000069619695,0.00004995754],"category_scores_gemma":[0.0001626288,0.000086221735,0.0002418181,0.00023076563,0.000069537,0.00029207484,0.00016733256,0.000557148,0.0000055247624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008207659,0.00015395838,0.80772024,0.00036605692,0.0015065155,0.00003261012,0.05616055,0.00039341275,0.0000059915387,0.0016741356,0.12618992,0.0049758204],"study_design_scores_gemma":[0.007262181,0.0030165715,0.7170848,0.0106571885,0.00016554755,0.00071602495,0.14456964,0.00028853118,0.000016403614,0.030448247,0.085388415,0.00038641316],"about_ca_topic_score_codex":0.025901206,"about_ca_topic_score_gemma":0.025742246,"teacher_disagreement_score":0.22969168,"about_ca_system_score_codex":0.0011413044,"about_ca_system_score_gemma":0.00070351816,"threshold_uncertainty_score":0.9996493},"labels":[],"label_agreement":null},{"id":"W2247424333","doi":"","title":"Developments in the Irish labour market during the crisis: What lessons for policy?","year":2015,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Unemployment; Economics; Bust; Quarter (Canadian coin); Financial crisis; Recession; Wage; Labour economics; Demographic economics; Keynesian economics; Boom; Economic growth; History","score_opus":0.08447748002018737,"score_gpt":0.4063587814266976,"score_spread":0.3218813014065103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247424333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6257205,0.0011367354,0.000042968153,0.36384654,0.0017754962,0.0016588679,0.00004259976,0.00021305923,0.005563224],"genre_scores_gemma":[0.9923081,0.0008254478,0.0008651527,0.0021048726,0.0002810017,0.0012066292,0.000011261513,0.000027359778,0.002370217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978106,0.00013684572,0.0006926424,0.00033862947,0.00031466488,0.00070659],"domain_scores_gemma":[0.99843144,0.00017268084,0.000325956,0.00067062915,0.00034313317,0.00005614461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015939398,0.00024342873,0.00038505395,0.0005757687,0.0009651803,0.00003260533,0.0011420253,0.0003727262,0.000013742763],"category_scores_gemma":[0.0012523549,0.0001500295,0.00008017314,0.0012534693,0.0003871261,0.00058430654,0.00050079136,0.0006719102,0.000035426543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029947658,0.00031418202,0.11184309,0.0005588713,0.000316891,0.000027449063,0.012020913,0.000017236829,0.00017754913,0.3417715,0.5254542,0.007198612],"study_design_scores_gemma":[0.0025322656,0.00007686218,0.04671679,0.00046498317,0.000034334313,0.0000060626926,0.04607613,0.000005449111,0.00032256855,0.019444361,0.8840571,0.00026310538],"about_ca_topic_score_codex":0.00047338253,"about_ca_topic_score_gemma":0.0017160487,"teacher_disagreement_score":0.36658755,"about_ca_system_score_codex":0.00023260401,"about_ca_system_score_gemma":0.00053917675,"threshold_uncertainty_score":0.74234843},"labels":[],"label_agreement":null},{"id":"W2248001312","doi":"","title":"The Evolution of Canadian Wages over the Last Three Decades","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Labour economics","score_opus":0.06998996852714545,"score_gpt":0.3957276812615595,"score_spread":0.32573771273441404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248001312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77650446,0.0013370392,6.683009e-7,0.009869377,0.0010037036,0.0021667897,0.00008664962,0.00002253813,0.2090088],"genre_scores_gemma":[0.96938294,0.022580653,0.000024577337,0.000119904274,0.00047041755,0.0010656395,0.000016942018,0.000048240912,0.006290656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967713,0.0007376112,0.00071286503,0.00042731795,0.0002577736,0.0010931292],"domain_scores_gemma":[0.9956629,0.002609292,0.00027326692,0.001028793,0.00026181553,0.00016392082],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0032140624,0.00022376353,0.00037071147,0.00043492674,0.0019689987,0.000046461646,0.00096707296,0.00044109163,0.00018611568],"category_scores_gemma":[0.0008228333,0.00013705858,0.00012892587,0.00021437318,0.0006582441,0.00006111276,0.0014119057,0.002620574,0.000049657425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047261332,0.0000332582,0.8780417,0.00030409402,0.00028259313,0.0000028471532,0.0035988484,0.00033198574,0.000015064933,0.029253576,0.014577787,0.07351099],"study_design_scores_gemma":[0.00025735176,0.00003326105,0.7841385,0.00034573788,0.000010211708,2.599649e-7,0.008182552,0.00044415347,0.0000030989468,0.013436187,0.19296934,0.00017934752],"about_ca_topic_score_codex":0.29109594,"about_ca_topic_score_gemma":0.9089312,"teacher_disagreement_score":0.6178352,"about_ca_system_score_codex":0.002214168,"about_ca_system_score_gemma":0.0021540085,"threshold_uncertainty_score":0.9996804},"labels":[],"label_agreement":null},{"id":"W2254119833","doi":"","title":"Taxing the Global Worker: Three Spheres of International Social Security Coordination","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social security; Separate spheres; International law; SPHERES; Law and economics; Business; Political science; Law; Economics; Politics; Engineering","score_opus":0.017176492648638502,"score_gpt":0.3505321844318523,"score_spread":0.3333556917832138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254119833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93880546,0.0028278646,0.003388521,0.023795415,0.001122772,0.00029249018,0.000015546877,0.000045093402,0.029706836],"genre_scores_gemma":[0.9968617,0.00023513356,0.0000121467165,0.00008901637,0.0016769813,0.000011134957,0.000006905305,0.000009118712,0.0010978892],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99788517,0.00018560188,0.00040633456,0.00010444921,0.00034062949,0.0010777989],"domain_scores_gemma":[0.9992002,0.000096589254,0.0003798346,0.000068252026,0.00023770075,0.000017374148],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012203866,0.000106660584,0.00015272513,0.000028464878,0.0013099852,0.000013402233,0.0002740463,0.000085014144,0.00015804666],"category_scores_gemma":[0.00006047527,0.00007309344,0.00010755948,0.00015813594,0.00007698767,0.00011764718,0.000091639115,0.00123785,0.000015272284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052662715,0.00003487036,0.56881374,0.000004915706,0.000121035315,4.3071046e-7,0.0002793864,0.0000041727567,0.000011847982,0.42063555,0.0057878527,0.004253545],"study_design_scores_gemma":[0.00078666746,0.00005278021,0.18180478,0.000037098205,0.000036567486,0.000008634052,0.0065992745,0.000036277244,0.000003993274,0.79952735,0.011018782,0.0000878079],"about_ca_topic_score_codex":0.0011669832,"about_ca_topic_score_gemma":0.04497333,"teacher_disagreement_score":0.38700897,"about_ca_system_score_codex":0.0010368696,"about_ca_system_score_gemma":0.0007160231,"threshold_uncertainty_score":0.99999017},"labels":[],"label_agreement":null},{"id":"W2255822977","doi":"10.1111/labr.12069","title":"Employee Commitment and Wages in the Private Sector","year":2015,"lang":"en","type":"article","venue":"Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Private sector; Quantile; Sample (material); Labour economics; Economics; Econometrics","score_opus":0.10684874626431934,"score_gpt":0.402120465142041,"score_spread":0.29527171887772163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255822977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97791827,0.0005461969,0.0000030771291,0.014868109,0.00023700448,0.00038995824,0.000009063376,0.000036258065,0.0059920656],"genre_scores_gemma":[0.99225837,0.00009805273,0.000047728936,0.0037655025,0.0001658458,0.000106270025,0.000002737065,0.000008473188,0.0035470347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912447,0.0002813584,0.00014702363,0.00009735907,0.00012572097,0.00022408742],"domain_scores_gemma":[0.99957246,0.00016740097,0.00003707214,0.0001471352,0.00003327482,0.000042653894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045928496,0.00007349259,0.00011287533,0.000025346504,0.00022265987,0.0000069974303,0.00009884811,0.000041701725,0.000045137826],"category_scores_gemma":[0.00005614231,0.000042282718,0.000010603238,0.00008718295,0.000028907729,0.000040424522,0.00011060997,0.00019510399,0.00007420768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011222084,0.000013852353,0.9487384,0.000027191338,0.000009183284,0.0000043289106,0.012692585,1.7436933e-7,0.000009176746,0.010733394,0.027540864,0.00021963919],"study_design_scores_gemma":[0.0005728617,0.000046101482,0.79696214,0.000032576016,0.0000050006033,2.9308868e-7,0.004552209,5.579823e-7,0.0000046009186,0.0044037616,0.19336878,0.00005112114],"about_ca_topic_score_codex":0.000448329,"about_ca_topic_score_gemma":0.0010931327,"teacher_disagreement_score":0.16582792,"about_ca_system_score_codex":0.000031497595,"about_ca_system_score_gemma":0.000023433933,"threshold_uncertainty_score":0.17242393},"labels":[],"label_agreement":null},{"id":"W22565606","doi":"10.7202/028328ar","title":"The Growth of the Non-Institutional Response in the Canadian Industrial Sector","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.07942986488931587,"score_gpt":0.343519246080342,"score_spread":0.26408938119102615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22565606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7759921,0.00015545408,0.000004919867,0.193776,0.0005623302,0.00090877246,0.00005380358,0.000012346352,0.028534278],"genre_scores_gemma":[0.9938498,0.000022701539,0.000007944543,0.00054194237,0.00049581664,0.00010718708,0.000006420278,0.0000073990655,0.0049607866],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795246,0.0008793508,0.00043470698,0.00011558747,0.00028919338,0.0003287117],"domain_scores_gemma":[0.99718004,0.0022002722,0.00015052306,0.00029801705,0.00012124182,0.00004992028],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017643854,0.000103942344,0.00010771176,0.00010880449,0.004454295,0.000014202533,0.0003923023,0.000323882,0.00012987432],"category_scores_gemma":[0.0016656488,0.000050634408,0.00005878082,0.00069872534,0.00029949317,0.00008057746,0.00007252356,0.0012776715,0.00006627472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017189146,0.000042756637,0.73388475,0.0000016197562,0.00004851196,0.0000015561776,0.010539662,0.00028184798,0.000011260333,0.06111052,0.19224636,0.0016592842],"study_design_scores_gemma":[0.0006392297,0.000023389108,0.4884177,0.00008391772,0.000018286133,9.652038e-7,0.003517525,0.000050423412,0.000019089044,0.0004608856,0.506694,0.00007453501],"about_ca_topic_score_codex":0.03363872,"about_ca_topic_score_gemma":0.30566832,"teacher_disagreement_score":0.31444767,"about_ca_system_score_codex":0.0003737866,"about_ca_system_score_gemma":0.0026106145,"threshold_uncertainty_score":0.9968418},"labels":[],"label_agreement":null},{"id":"W2256800892","doi":"","title":"Statistics on working time arrangements based on time-use survey data","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistics; Time-use survey; Survey data collection; Econometrics; Economic statistics; Economics; Mathematics; Work (physics); Engineering","score_opus":0.25289246203432064,"score_gpt":0.4627252179503032,"score_spread":0.20983275591598255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256800892","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2001162,0.00014967447,0.000058976246,0.0027742994,0.004810399,0.010502642,0.019459818,0.00034821357,0.7617798],"genre_scores_gemma":[0.43504462,0.027409825,0.010581892,0.011870196,0.00367168,0.0038482551,0.066808075,0.0018674751,0.43889797],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.991765,0.0036860898,0.0010564825,0.0015016859,0.0005880908,0.0014026336],"domain_scores_gemma":[0.987523,0.008627869,0.0004054987,0.0029819333,0.00022807636,0.0002335751],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008171554,0.0004958328,0.0008500105,0.00057146663,0.0008737384,0.00010100139,0.0013195823,0.000579569,0.0012729401],"category_scores_gemma":[0.0042090695,0.00050321,0.00007477075,0.00017325356,0.00020831892,0.00008590988,0.002416622,0.0036711146,0.00093549106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001805684,0.0010528723,0.7357417,0.00075651926,0.00063140277,0.00009552573,0.0008735325,0.0055715945,0.000014165676,0.00031597842,0.16162926,0.091511786],"study_design_scores_gemma":[0.0058303624,0.0007801193,0.44999292,0.0064809206,0.00008175654,4.1317378e-7,0.0005132766,0.077987336,0.000008342219,0.0015825969,0.4542165,0.0025254246],"about_ca_topic_score_codex":0.0005445797,"about_ca_topic_score_gemma":0.0016367119,"teacher_disagreement_score":0.32288182,"about_ca_system_score_codex":0.0014464955,"about_ca_system_score_gemma":0.0010081003,"threshold_uncertainty_score":0.9998424},"labels":[],"label_agreement":null},{"id":"W2258152898","doi":"10.1080/09585192.2016.1138316","title":"An ill-informed choice: empirical evidence of the link between employers’ part-time or temporary employment strategies and workplace performance in Canada","year":2016,"lang":"en","type":"article","venue":"The International Journal of Human Resource Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Memorial University of Newfoundland; McMaster University","funders":"Memorial University of Newfoundland; University of Guelph","keywords":"Profitability index; Productivity; Flexibility (engineering); Revenue; Business; Labour economics; Working time; Empirical research; Operations management; Economics; Finance; Work (physics); Management; Economic growth","score_opus":0.10658411357987728,"score_gpt":0.4062398580605263,"score_spread":0.299655744480649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258152898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96134835,0.00019759747,0.000007988531,0.036107615,0.00022238996,0.000390745,0.000006685543,0.000008439178,0.0017101939],"genre_scores_gemma":[0.9947366,0.0002605657,0.00001633977,0.00079948304,0.0006030334,0.000019901756,0.0000012905884,0.000014340387,0.0035484112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973492,0.00031633873,0.0009613815,0.00014878239,0.0009453019,0.00027897197],"domain_scores_gemma":[0.9976723,0.0009999819,0.0007536131,0.00028535278,0.00021443769,0.00007431399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121154,0.00016534053,0.00028374503,0.00013163638,0.00034908016,0.000032208245,0.0010888041,0.000039761726,0.00017786292],"category_scores_gemma":[0.00007838418,0.0000726506,0.000057484805,0.00012065948,0.00014252366,0.00037106202,0.0005113338,0.00031905138,0.0000039391334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030070572,0.000019611853,0.9767203,0.00007798479,0.00027371652,0.000016596592,0.0020865144,0.00005727662,0.000029256747,0.00019062786,0.010280408,0.009947036],"study_design_scores_gemma":[0.0010829817,0.0002545082,0.9335189,0.0028673012,0.00005380273,0.0000027209926,0.008115493,0.000008150976,0.000032682623,0.0002018849,0.053740576,0.00012100666],"about_ca_topic_score_codex":0.014371038,"about_ca_topic_score_gemma":0.10023805,"teacher_disagreement_score":0.08586701,"about_ca_system_score_codex":0.00060955633,"about_ca_system_score_gemma":0.00057079084,"threshold_uncertainty_score":0.9921923},"labels":[],"label_agreement":null},{"id":"W2261395134","doi":"","title":"Women's Occupational Health in Social Services: Stress, Violence and Workload","year":2004,"lang":"en","type":"article","venue":"Canadian women's studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workload; Occupational stress; Psychology; Business; Environmental health; Medicine; Social psychology; Economics; Management","score_opus":0.0461779744594605,"score_gpt":0.37386202661632145,"score_spread":0.32768405215686097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261395134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858881,0.003914156,8.8396297e-7,0.008209935,0.00034485376,0.0005217349,0.00018643412,0.000051810235,0.0008820617],"genre_scores_gemma":[0.9833034,0.0035074772,0.00002586789,0.01175558,0.00035064755,0.000696296,0.000020136067,0.000022001104,0.00031857114],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99735355,0.0001414802,0.00044825027,0.00035819353,0.0001770054,0.0015215188],"domain_scores_gemma":[0.99905205,0.00012888177,0.00014823546,0.00012573253,0.00013518268,0.00040992486],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005033016,0.00023917173,0.00050063594,0.00026854777,0.0025647976,0.000012655444,0.00013692016,0.000099976925,0.000078967045],"category_scores_gemma":[0.00004455971,0.00022619136,0.000023574443,0.00037725386,0.0001887814,0.00012942888,0.00015057239,0.0003458533,0.00005221535],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006436914,0.000048253587,0.6922027,0.001074096,0.00020197498,0.000023912111,0.29142943,0.000010480482,0.0000010402854,0.010126851,0.0006509964,0.0041658757],"study_design_scores_gemma":[0.0018864339,0.00013504543,0.4162624,0.0025828227,0.000006172862,4.9437705e-7,0.52657026,7.688636e-7,3.7354673e-7,0.045671865,0.006510967,0.00037243782],"about_ca_topic_score_codex":0.010506475,"about_ca_topic_score_gemma":0.30130032,"teacher_disagreement_score":0.29079384,"about_ca_system_score_codex":0.0037855955,"about_ca_system_score_gemma":0.0012329255,"threshold_uncertainty_score":0.9987337},"labels":[],"label_agreement":null},{"id":"W2261617141","doi":"10.1016/j.socscimed.2016.02.016","title":"Driving through the Great Recession: Why does motor vehicle fatality decrease when the economy slows down?","year":2016,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Recession; Case fatality rate; Unemployment; Truck; Demographic economics; Panel data; Falling (accident); Economics; Unemployment rate; Quarter (Canadian coin); Poison control; Demography; Medicine; Geography; Environmental health; Econometrics; Engineering; Economic growth; Population; Macroeconomics; Automotive engineering","score_opus":0.057204581818382026,"score_gpt":0.40170343404217046,"score_spread":0.34449885222378845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261617141","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46242467,0.0002488774,0.00017326756,0.46933988,0.0016201554,0.0008607923,0.000010320481,0.000102500664,0.065219544],"genre_scores_gemma":[0.978079,0.00011845169,0.0000074525738,0.013346824,0.0028066959,0.00017403744,0.0000014185798,0.000011290703,0.005454818],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974974,0.0004495045,0.00041913695,0.0003889629,0.0005549148,0.00069013087],"domain_scores_gemma":[0.9978833,0.0010761332,0.0002474372,0.000397016,0.00022589279,0.00017021965],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00287941,0.00017407678,0.0002742852,0.000031874442,0.007257105,0.000020554262,0.0008066132,0.00008028316,0.0021906092],"category_scores_gemma":[0.0015128315,0.000053567306,0.00006370194,0.00035888722,0.0031489143,0.0005094614,0.00035330316,0.00029190566,0.000053322456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066393586,0.000041491323,0.58933157,0.000044502114,0.000042216823,0.000004104097,0.14513895,2.7038435e-8,0.0030383063,0.03340653,0.19612095,0.03276499],"study_design_scores_gemma":[0.001344123,0.0000977695,0.13813004,0.00050595123,0.00006851557,5.950431e-7,0.02630524,0.0000034742936,0.000116975985,0.1034937,0.7296994,0.00023426641],"about_ca_topic_score_codex":0.0025812797,"about_ca_topic_score_gemma":0.0010513172,"teacher_disagreement_score":0.5335784,"about_ca_system_score_codex":0.00022989532,"about_ca_system_score_gemma":0.0002947002,"threshold_uncertainty_score":0.99956393},"labels":[],"label_agreement":null},{"id":"W2262282997","doi":"10.1007/978-1-4899-7627-7_19","title":"Work Organization and Return to Work","year":2015,"lang":"en","type":"book-chapter","venue":"Handbooks in health, work, and disability","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Engineering; Mechanical engineering","score_opus":0.09926661048601544,"score_gpt":0.38414431199199506,"score_spread":0.28487770150597963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262282997","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16806038,0.07877259,0.00035216354,0.09835527,0.007926225,0.02188112,0.0003060301,0.0012325766,0.62311363],"genre_scores_gemma":[0.34482813,0.007935369,0.0006563842,0.0059881015,0.0025008272,0.00042009604,0.00030292472,0.0003627933,0.6370054],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640036,0.00036135135,0.0012404517,0.00089662697,0.00036332867,0.0007378924],"domain_scores_gemma":[0.9972898,0.00086988055,0.00036438488,0.0006108732,0.00026097067,0.0006041302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018436491,0.0005132056,0.001031559,0.00010973252,0.0008712251,0.000027885668,0.00015054303,0.00069911295,0.00040666008],"category_scores_gemma":[0.00054313656,0.00045359615,0.0000516784,0.00023577306,0.00039985942,0.00006768205,0.00043526676,0.0011529129,0.00007486396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037845626,0.000046727506,0.91721165,0.001164741,0.000029119145,0.000002821761,0.009971875,0.0000010030961,5.25324e-8,0.011011648,0.039782308,0.020399602],"study_design_scores_gemma":[0.0022778474,0.0003812536,0.23330456,0.011413007,0.000084719846,0.0000015784618,0.0012698887,6.0220026e-7,5.0783814e-7,0.070831925,0.6790299,0.0014042179],"about_ca_topic_score_codex":0.00023781581,"about_ca_topic_score_gemma":0.0014912519,"teacher_disagreement_score":0.6839071,"about_ca_system_score_codex":0.0006235056,"about_ca_system_score_gemma":0.0003374566,"threshold_uncertainty_score":0.99979156},"labels":[],"label_agreement":null},{"id":"W22629269","doi":"10.4073/csr.2013.4","title":"Unemployment Benefit Exhaustion: Incentive Effects on Job Finding Rates: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Incentive; Generosity; Economics; Labour economics; Work (physics); Demographic economics; Economic growth; Political science","score_opus":0.19656557856902732,"score_gpt":0.4727562537090369,"score_spread":0.2761906751400096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22629269","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.1348855e-7,0.81725466,0.000032766835,0.00013993049,0.0023747631,0.17715718,0.00003185482,0.00021191555,0.0027960972],"genre_scores_gemma":[5.2138324e-7,0.818283,0.00003773433,0.0013407225,0.00062914606,0.15143155,0.00014671775,0.00024121812,0.0278894],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9660882,0.017262753,0.012241956,0.0015469707,0.0013065386,0.0015536165],"domain_scores_gemma":[0.972744,0.01036527,0.0125750275,0.0033075185,0.0005341401,0.00047406738],"candidate_categories":["metaepi_narrow","metaepi_broad","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.010892539,0.0025444604,0.029319333,0.0005221246,0.0014918598,0.00010018535,0.0015069218,0.00090611714,0.00060720916],"category_scores_gemma":[0.007908641,0.0013955516,0.0031571821,0.0013753828,0.0000805892,0.00023435609,0.00060968316,0.0018358314,0.04130704],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011686568,0.00004800938,0.000010154968,0.951988,0.0010111673,0.000017287082,0.0004292494,2.8452991e-8,2.8731758e-8,0.00077440316,0.041573215,0.004147281],"study_design_scores_gemma":[0.00019608268,0.00009795875,4.5090061e-7,0.64174837,0.012087334,0.000010775596,0.00009417899,6.8066464e-7,5.320966e-8,0.00003092044,0.344968,0.0007651904],"about_ca_topic_score_codex":0.000033263408,"about_ca_topic_score_gemma":0.000012284648,"teacher_disagreement_score":0.31023964,"about_ca_system_score_codex":0.002084883,"about_ca_system_score_gemma":0.00031233858,"threshold_uncertainty_score":0.9998081},"labels":[],"label_agreement":null},{"id":"W2263961601","doi":"","title":"International perspectives on temporary agency work","year":2004,"lang":"en","type":"book","venue":"Routledge eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Staffing; Work (physics); Temporary work; Government (linguistics); Job insecurity; Labour economics; Business; Public administration; Political science; Economics; Sociology; Engineering; Law","score_opus":0.061549360662326205,"score_gpt":0.3776529612426634,"score_spread":0.3161036005803372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263961601","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024007616,0.0008458283,0.000027399285,0.0013469422,0.0037377623,0.0009920234,0.00007968093,0.000304845,0.99242544],"genre_scores_gemma":[0.009413479,0.00012130113,0.000038159913,0.0005776979,0.0047698347,0.0002140322,0.00013807806,0.00012075072,0.9846067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775726,0.00013997551,0.0005766575,0.0006017445,0.000458201,0.000466194],"domain_scores_gemma":[0.9985486,0.00027172684,0.0003802126,0.0004644217,0.00022012233,0.00011491447],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025473622,0.00046998085,0.00052020774,0.0002622092,0.00074809324,0.00001606142,0.0004337874,0.0005587998,0.0020103185],"category_scores_gemma":[0.00007761338,0.0004080388,0.0002616197,0.000032373693,0.00015037603,0.0000404643,0.00033803203,0.0014834842,0.00235839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022746687,0.00010790138,0.0040300325,0.00025657524,0.0006982625,0.000100734556,0.069659464,9.144253e-7,0.0000019791619,0.1396687,0.77915,0.0060979757],"study_design_scores_gemma":[0.00078671204,0.000095897565,0.0016489873,0.002064427,0.000054227847,4.6219964e-7,0.0014367291,1.5437097e-7,0.0000012155513,0.017300354,0.9761757,0.00043512482],"about_ca_topic_score_codex":0.000029103621,"about_ca_topic_score_gemma":0.000023534085,"teacher_disagreement_score":0.19702572,"about_ca_system_score_codex":0.002083783,"about_ca_system_score_gemma":0.0015726804,"threshold_uncertainty_score":0.99983716},"labels":[],"label_agreement":null},{"id":"W2264139730","doi":"10.7202/1034346ar","title":"Fraises douces amères : territoire et précarité chez les travailleurs agricoles migrants de la région de Québec","year":2016,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.014630580611367489,"score_gpt":0.28662587654319255,"score_spread":0.27199529593182503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264139730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7868159,0.038988985,0.0004239325,0.16720445,0.00079613127,0.0007080421,0.00014844515,0.00038081268,0.004533334],"genre_scores_gemma":[0.9266913,0.02216162,0.00031763336,0.003417367,0.0010604707,0.00042396627,0.00001594639,0.0001669091,0.045744766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923404,0.0034931356,0.0009317619,0.0008218192,0.0004477244,0.0019651973],"domain_scores_gemma":[0.9929724,0.0050385753,0.0004663939,0.0005685125,0.00022400761,0.0007301305],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0020850054,0.00082641625,0.0008772346,0.0006276429,0.002477238,0.00009892512,0.0007014206,0.0015992301,0.00046111085],"category_scores_gemma":[0.0014748374,0.0006366792,0.00067664665,0.00073108333,0.011975544,0.0003817205,0.00019358778,0.0015823831,0.00009596667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021378294,0.00038972596,0.71234316,0.00052181515,0.00051776256,0.00011297224,0.04267459,0.0000031732422,0.0013783916,0.010230171,0.16809563,0.063518845],"study_design_scores_gemma":[0.0017700222,0.00023102017,0.5424343,0.001917847,0.00038897357,0.000042224136,0.009251566,0.0000040700165,0.0003660968,0.0028843558,0.43999192,0.00071762013],"about_ca_topic_score_codex":0.58996105,"about_ca_topic_score_gemma":0.8698498,"teacher_disagreement_score":0.27988872,"about_ca_system_score_codex":0.0013877213,"about_ca_system_score_gemma":0.0034592433,"threshold_uncertainty_score":0.9996969},"labels":[],"label_agreement":null},{"id":"W2264516176","doi":"","title":"Temps d'attente dans le secteur public de la santé au Québec : mesure, conséquences et moyens pour les réduire","year":2013,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.06413435419117558,"score_gpt":0.4087304109311084,"score_spread":0.3445960567399328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264516176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68119425,0.0010902254,0.000013291049,0.055717405,0.00062992756,0.0015696916,0.00020626937,0.000111448586,0.2594675],"genre_scores_gemma":[0.90320903,0.048879325,0.0004346217,0.000554114,0.00082001655,0.0013270483,0.00011005163,0.00017592045,0.04448987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9814414,0.011953707,0.0016747204,0.0015760255,0.00050258037,0.0028516056],"domain_scores_gemma":[0.9867672,0.010028928,0.0006420933,0.001345714,0.0005305614,0.0006855144],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0119505385,0.0008339919,0.0013422619,0.0006833572,0.0026875269,0.0002737579,0.0015095227,0.0016692746,0.0010981312],"category_scores_gemma":[0.0042222855,0.0008337733,0.00041690163,0.0002684291,0.002750797,0.00040678494,0.0029464778,0.006783479,0.00022918687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00006904436,0.00046707908,0.8714734,0.0008106278,0.0005500456,0.00006411396,0.022089278,0.00028951198,0.00017852208,0.03897802,0.005228698,0.059801687],"study_design_scores_gemma":[0.0014372057,0.00014534469,0.6986568,0.0013954642,0.000041733085,0.000026450653,0.0689204,0.0008739538,0.000043635704,0.0077231606,0.2197692,0.0009666704],"about_ca_topic_score_codex":0.26270968,"about_ca_topic_score_gemma":0.5829728,"teacher_disagreement_score":0.32026312,"about_ca_system_score_codex":0.0058524422,"about_ca_system_score_gemma":0.017623434,"threshold_uncertainty_score":0.99996316},"labels":[],"label_agreement":null},{"id":"W2265082224","doi":"","title":"The Paradox of Low-Wage Work","year":2016,"lang":"en","type":"article","venue":"Alternate routes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Low wage; Wage; Labour economics; Economics; Engineering; Mechanical engineering","score_opus":0.0380896682485309,"score_gpt":0.3677939191228824,"score_spread":0.3297042508743515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265082224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96586746,0.0010265188,0.000074697455,0.015426731,0.0011295023,0.00028231056,0.0000125660345,0.000068418056,0.01611177],"genre_scores_gemma":[0.97464144,0.0011414926,0.000018380146,0.00023505822,0.00026945546,0.000053239848,7.5093635e-7,0.000014051023,0.023626152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989522,0.00013048103,0.00030936036,0.00012508882,0.00014648118,0.00033639726],"domain_scores_gemma":[0.998249,0.0012008658,0.00016495948,0.00027413323,0.00007232051,0.000038714148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032002394,0.00009429566,0.00015056945,0.000020488513,0.000499053,0.0000039790084,0.00023074595,0.000041163454,0.000120255856],"category_scores_gemma":[0.00013153283,0.000040672938,0.000056180863,0.00007406149,0.00009726168,0.00005929805,0.00016010465,0.00009810107,0.00042815623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006792713,0.000018777104,0.9363791,0.00002708584,0.00009105495,0.0000028060815,0.0010815143,1.5829633e-7,0.0004895509,0.01651394,0.019369842,0.025958281],"study_design_scores_gemma":[0.0021541305,0.00012582909,0.70562273,0.0016247301,0.00004598646,5.034142e-7,0.0010412249,0.000002229985,0.0030827646,0.021414299,0.26454115,0.00034443336],"about_ca_topic_score_codex":0.00012783954,"about_ca_topic_score_gemma":0.000089982794,"teacher_disagreement_score":0.2451713,"about_ca_system_score_codex":0.00002466457,"about_ca_system_score_gemma":0.0000213425,"threshold_uncertainty_score":0.5503225},"labels":[],"label_agreement":null},{"id":"W2266650814","doi":"","title":"Casualisation and Poverty: The Recent Australian Experience","year":2005,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Middle class; Consumption (sociology); Veblen good; Development economics; Quarter (Canadian coin); Political science; Workforce; Sociology; Political economy; Economics; Economic growth; Social science; Geography; Neoclassical economics","score_opus":0.13611521196222257,"score_gpt":0.45901187786484593,"score_spread":0.32289666590262334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266650814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5958827,0.00016301255,0.000032430402,0.31952313,0.00031788737,0.0004389387,0.00000236548,0.00008554048,0.083553955],"genre_scores_gemma":[0.9302538,0.00049265986,0.0000845816,0.013207884,0.0002757476,0.000074433454,0.0000023264,0.0000052950713,0.05560329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994338,0.000078186524,0.00013681564,0.0000914919,0.00009038247,0.00016929963],"domain_scores_gemma":[0.9997075,0.00009003656,0.000033607095,0.00009839181,0.000038872437,0.000031546835],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016495078,0.000052732445,0.000056370478,0.00001106982,0.0006686588,0.000005280072,0.000044751203,0.00003427133,0.0014456008],"category_scores_gemma":[0.000040572086,0.00002823996,0.000008600059,0.000050366096,0.00003797253,0.00008291949,0.000052157593,0.00009972098,0.000103461374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017884939,0.000021771302,0.2505921,0.000015963456,0.0000157097,5.268276e-7,0.06821607,7.744663e-7,0.00016106665,0.02294946,0.61969954,0.038309153],"study_design_scores_gemma":[0.00014997259,0.000011318024,0.0885791,0.000009436454,0.0000036517724,3.0325845e-7,0.012812865,0.000008866708,0.000070104354,0.00018736238,0.8981217,0.000045329703],"about_ca_topic_score_codex":0.00030558353,"about_ca_topic_score_gemma":0.0009251792,"teacher_disagreement_score":0.33437103,"about_ca_system_score_codex":0.000034197823,"about_ca_system_score_gemma":0.000013463613,"threshold_uncertainty_score":0.9994672},"labels":[],"label_agreement":null},{"id":"W2267097176","doi":"","title":"The Impact of Legislative Framework on Unionization Rates for Temporary Workers in Quebec and in France","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Legislature; Political science; Demographic economics; Economics; Law","score_opus":0.015998658154743613,"score_gpt":0.38686939622099104,"score_spread":0.37087073806624743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267097176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98959315,0.0048801526,0.0010903559,0.0032717292,0.00009083985,0.00045494476,0.0000028865302,0.000006576067,0.00060939445],"genre_scores_gemma":[0.9954812,0.0016623377,0.000018239416,0.00002790449,0.0001480116,0.000030152294,0.0000031974732,0.000012055905,0.00261691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832916,0.00023792633,0.00035698948,0.0000962193,0.00008952581,0.00089019147],"domain_scores_gemma":[0.9986303,0.0009907264,0.00023065158,0.00006631941,0.00006835442,0.000013650424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012937485,0.00009779377,0.00016636639,0.00009896203,0.0004411002,0.000008654414,0.00007494786,0.00008730741,0.0000034865884],"category_scores_gemma":[0.00018374629,0.000060015125,0.000044046123,0.00024707755,0.00005499213,0.00010895276,0.00001577711,0.0011928589,7.6363335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018417907,0.000030377374,0.9584478,0.000006685034,0.00003158818,2.4918208e-7,0.00080446916,0.00023258959,0.000008793317,0.038444154,0.00040114875,0.001407961],"study_design_scores_gemma":[0.0007327554,0.00022411077,0.7078267,0.00033446623,0.0000038012204,4.9048157e-7,0.0049378797,0.00006306947,0.00000439875,0.2855449,0.0002601692,0.00006727153],"about_ca_topic_score_codex":0.025525128,"about_ca_topic_score_gemma":0.13043624,"teacher_disagreement_score":0.25062114,"about_ca_system_score_codex":0.0005802791,"about_ca_system_score_gemma":0.0011813416,"threshold_uncertainty_score":0.980964},"labels":[],"label_agreement":null},{"id":"W2268527739","doi":"","title":"How the Shrinking of the Labor Force Might Impact Your Community","year":2014,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resizing; Labour economics; Business; Economics; International economics","score_opus":0.06051228285513445,"score_gpt":0.3874373362455063,"score_spread":0.32692505339037187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268527739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8567797,0.00011307115,0.00006540894,0.13139898,0.00021129097,0.00033615113,0.00027589017,0.000036645324,0.010782895],"genre_scores_gemma":[0.995292,0.000071778704,0.000010366715,0.003529956,0.00027175553,0.000024703808,0.000011762937,0.00001074899,0.00077693386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980012,0.0009051142,0.00028157257,0.00010204219,0.00017841875,0.0005316416],"domain_scores_gemma":[0.99845487,0.0005972747,0.00018924284,0.00046199586,0.00020030062,0.00009634244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065871276,0.00013920866,0.00020005587,0.00007948949,0.0012687498,0.000049234754,0.00038792053,0.0000921864,0.000006362901],"category_scores_gemma":[0.0015080568,0.000081013975,0.00007894032,0.0004576424,0.0003821614,0.0001333356,0.00041135403,0.0003962412,0.0000019007739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014652662,0.000017493181,0.49007246,0.00002643115,0.000022109218,3.040283e-8,0.0016134739,0.0000014605138,0.0000016971504,0.50613993,0.0016897751,0.0004136797],"study_design_scores_gemma":[0.0004919393,0.000027856528,0.9154758,0.000050159724,0.000017543325,0.0000013546203,0.005843176,0.00017494749,0.000004013084,0.033300012,0.044527505,0.00008572806],"about_ca_topic_score_codex":0.056161694,"about_ca_topic_score_gemma":0.0045848317,"teacher_disagreement_score":0.47283992,"about_ca_system_score_codex":0.00032557242,"about_ca_system_score_gemma":0.0004073106,"threshold_uncertainty_score":0.97583264},"labels":[],"label_agreement":null},{"id":"W2268568651","doi":"","title":"The Evolution of Job Stability in Canada: Trends and Comparisons to U.S. Results","year":2002,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Canada","funders":"","keywords":"Current Population Survey; Stability (learning theory); Demographic economics; Population; Economics; Demography; Sociology; Computer science","score_opus":0.22437463501486463,"score_gpt":0.46077552529043597,"score_spread":0.23640089027557135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268568651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7791014,0.013475596,0.0000021906928,0.17338683,0.00019454959,0.00064991135,0.00007843389,0.000022890823,0.033088222],"genre_scores_gemma":[0.99097884,0.0036395018,0.000010943812,0.00012960992,0.00007282631,0.00014878219,0.0000012460974,0.0000088399765,0.0050094365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963142,0.0009292721,0.0007481047,0.00035498504,0.00074587116,0.00090753584],"domain_scores_gemma":[0.9948666,0.0039374665,0.00006228506,0.00036505127,0.00060829887,0.00016026107],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023207928,0.0001518204,0.0004913022,0.0001331442,0.0018476782,0.00001050994,0.00020969792,0.000054901542,0.00010150404],"category_scores_gemma":[0.00365427,0.00009529346,0.00003856917,0.0011483178,0.00082112005,0.00012519861,0.00060779485,0.00062570715,0.000013122718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004593393,0.00005117684,0.76743156,0.00014172141,0.00018286791,0.000004264912,0.007834045,0.0000027388824,0.000023758657,0.011113313,0.2070677,0.005687514],"study_design_scores_gemma":[0.0004972502,0.0001709453,0.86881167,0.00009403804,0.000010934588,1.6392184e-7,0.041156415,0.00004448555,0.000006065491,0.0006299705,0.08848067,0.00009740706],"about_ca_topic_score_codex":0.60296345,"about_ca_topic_score_gemma":0.99250835,"teacher_disagreement_score":0.3895449,"about_ca_system_score_codex":0.0011694881,"about_ca_system_score_gemma":0.0002762148,"threshold_uncertainty_score":0.99945176},"labels":[],"label_agreement":null},{"id":"W2269573530","doi":"","title":"Labour market trajectories and occupational assimilation of immigrants. A comparative Perspective: Spain, United Kingdom, Canada","year":2012,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational mobility; Immigration; Unemployment; Limiting; Poverty; Labour economics; Social mobility; Social security; Economics; Social protection; Perspective (graphical); Demographic economics; Political science; Economic growth; Engineering","score_opus":0.058676488527015125,"score_gpt":0.3378269708991195,"score_spread":0.2791504823721044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269573530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93319535,0.0005135435,0.00038705408,0.012435619,0.0010889985,0.0007838672,0.0003001412,0.00014027064,0.051155157],"genre_scores_gemma":[0.99787027,0.000050021587,0.0004914792,0.00030491012,0.0005117354,0.00016475703,0.00014884153,0.000024839494,0.00043315717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968924,0.0007937985,0.00066821836,0.00035028488,0.0006457117,0.00064959936],"domain_scores_gemma":[0.99709904,0.00082529895,0.0004928708,0.00023929922,0.0010411547,0.00030236135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007570101,0.00032032048,0.00048292938,0.00032261777,0.001228369,0.000021550317,0.00018873138,0.00025594668,0.00011349981],"category_scores_gemma":[0.0006337466,0.00028878436,0.00007819573,0.00064428936,0.000038680428,0.00038185852,0.00014807424,0.0005137997,0.0000018227196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029959198,0.00016069665,0.24524115,0.00011382916,0.00018550044,0.0000042019838,0.0078489045,0.0000067457145,0.00017521266,0.7419604,0.0039616055,0.0000421508],"study_design_scores_gemma":[0.00074233965,0.000027478985,0.54345185,0.000098455,0.000048094375,0.000020313284,0.0058478117,0.000060166258,0.000058452602,0.00013045919,0.44930586,0.00020875623],"about_ca_topic_score_codex":0.005119275,"about_ca_topic_score_gemma":0.1278086,"teacher_disagreement_score":0.74182993,"about_ca_system_score_codex":0.00091529556,"about_ca_system_score_gemma":0.001096431,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W2270163371","doi":"","title":"Influence of Working Conditions on Satisfaction and Loyalty of Quebec Agency Nurses","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Agency (philosophy); Salary; Loyalty; Incentive; Attractiveness; Workload; Context (archaeology); Public relations; Work (physics); Job satisfaction; Autonomy; Professional development; Psychology; Business; Marketing; Social psychology; Political science; Sociology; Management; Economics","score_opus":0.03325009632985992,"score_gpt":0.3725754379842423,"score_spread":0.3393253416543824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270163371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962175,0.0018012889,0.000035404897,0.00039411886,0.00022732698,0.00015061478,0.00000351742,0.000011906051,0.0011583224],"genre_scores_gemma":[0.9963313,0.0024485704,0.000006386424,0.000053267224,0.00017774076,0.000008862246,0.0000014220686,0.0000092922355,0.0009631567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998276,0.00016929173,0.0003523499,0.00006916076,0.00015692902,0.000976292],"domain_scores_gemma":[0.99923235,0.00019231843,0.00034925598,0.00007968942,0.0000935724,0.000052795654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007620603,0.00008768405,0.00017785435,0.00009671326,0.00046685926,0.000001912559,0.000046925506,0.0000639851,0.000043080137],"category_scores_gemma":[0.000093188704,0.00007115934,0.000040581468,0.00009927551,0.00007425556,0.00016037787,0.000023028442,0.00093357865,0.000008567206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031674568,0.000032409658,0.8923137,0.000025740865,0.00007506302,9.019469e-8,0.0022588861,0.000017614757,0.0005679833,0.099262916,0.00011600055,0.00529793],"study_design_scores_gemma":[0.00034423312,0.0001488898,0.9715694,0.00022093067,0.0000399511,0.0000053283734,0.0033019534,5.216752e-7,0.00007129177,0.023817321,0.00041519315,0.0000649869],"about_ca_topic_score_codex":0.0022603814,"about_ca_topic_score_gemma":0.013745496,"teacher_disagreement_score":0.07925571,"about_ca_system_score_codex":0.00028703705,"about_ca_system_score_gemma":0.0005042274,"threshold_uncertainty_score":0.76703095},"labels":[],"label_agreement":null},{"id":"W2272188210","doi":"","title":"Associations between Depression, Employment, and Relationship Status During the Transition into the Workforce: A Gendered Phenomenon?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of New Brunswick","funders":"","keywords":"Workforce; Psychology; Depression (economics); Multilevel model; Association (psychology); Romance; Depressive symptoms; Clinical psychology; Longitudinal study; Developmental psychology; Medicine; Psychiatry; Anxiety; Political science","score_opus":0.05828144089211283,"score_gpt":0.35793651572817375,"score_spread":0.2996550748360609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272188210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519611,0.018235857,0.0103329765,0.018688267,0.00029095553,0.00026902213,0.000045729186,0.000009734131,0.00016636025],"genre_scores_gemma":[0.9408908,0.05706635,0.00002356468,0.0006092769,0.00051176635,0.000011944796,0.0000023932191,0.000019265937,0.0008646248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986635,0.00032393617,0.00042078542,0.000110355184,0.00015040375,0.00033105098],"domain_scores_gemma":[0.9983047,0.0008844791,0.00029790064,0.00012350336,0.00015451413,0.0002348866],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008843699,0.00011192864,0.00017406748,0.00010077926,0.0026575336,0.00003526158,0.00009896787,0.00008396986,0.000056330315],"category_scores_gemma":[0.000008084846,0.000054632248,0.000043283217,0.00012637889,0.00012235434,0.000116487485,3.345431e-7,0.00031055795,0.0000026503997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005930491,0.0000050443327,0.83025676,0.000011239639,0.00016866082,0.0000015839511,0.15169641,0.000006457051,0.00006804116,0.0014159037,0.0020361755,0.014274403],"study_design_scores_gemma":[0.002129157,0.00008591897,0.7104187,0.000448667,0.00008437114,0.0000042408333,0.0019249995,0.0000027956032,0.000006343283,0.13765588,0.14706223,0.00017669893],"about_ca_topic_score_codex":0.0007640912,"about_ca_topic_score_gemma":0.0115522845,"teacher_disagreement_score":0.14977142,"about_ca_system_score_codex":0.000055020493,"about_ca_system_score_gemma":0.00014174706,"threshold_uncertainty_score":0.9986409},"labels":[],"label_agreement":null},{"id":"W2274795748","doi":"10.7202/1034422ar","title":"Les aspirations des travailleuses de la garde d’enfants en milieu familial","year":2016,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.40226883530302515,"score_gpt":0.5604221802825403,"score_spread":0.15815334497951516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274795748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7241087,0.021715356,0.0012754466,0.1333556,0.004922013,0.0009360651,0.00058744336,0.00054151914,0.112557836],"genre_scores_gemma":[0.8878698,0.04328664,0.0011866225,0.0017877446,0.0011625135,0.0002687446,0.000021474585,0.000077034616,0.06433947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904873,0.0068201586,0.0006725665,0.0005132752,0.00024210605,0.0012645955],"domain_scores_gemma":[0.9876446,0.01137623,0.00023898623,0.0003583841,0.00018743107,0.00019435192],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0029959525,0.00044469163,0.0005994584,0.00007107077,0.0021962174,0.000024346864,0.00039738306,0.0015975079,0.0066182367],"category_scores_gemma":[0.004321097,0.0003195232,0.00036028618,0.00008763689,0.0028325818,0.00024190563,0.0003609734,0.0011353288,0.0006767035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000900528,0.0003911168,0.43153065,0.00036026348,0.0006581117,0.000028424407,0.08601304,0.000004430209,0.0023660504,0.036884815,0.20830026,0.23337278],"study_design_scores_gemma":[0.00257027,0.00038485831,0.6049693,0.00083221664,0.0002541391,0.000003353507,0.04939482,0.0000029157834,0.00019896487,0.2002028,0.14048779,0.0006985494],"about_ca_topic_score_codex":0.0016919612,"about_ca_topic_score_gemma":0.0008698428,"teacher_disagreement_score":0.23267423,"about_ca_system_score_codex":0.0008016107,"about_ca_system_score_gemma":0.0006718082,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W2275698109","doi":"10.1007/s12651-016-0197-x","title":"Skills and work organisation in Britain: a quarter century of change","year":2016,"lang":"en","type":"article","venue":"Journal for Labour Market Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Autonomy; Quarter (Canadian coin); Work (physics); Technological change; Skills management; Economics; Affect (linguistics); Labour economics; Business; Marketing; Psychology; Political science","score_opus":0.13309241378882206,"score_gpt":0.47250111805438205,"score_spread":0.33940870426556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275698109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96745,0.00066748366,0.000021434065,0.029474292,0.00036866686,0.00087105035,0.00002705075,0.000008243222,0.0011117817],"genre_scores_gemma":[0.9840334,0.003834773,0.00008065643,0.00014480489,0.0006134658,0.00013344697,9.099716e-7,0.000018776882,0.011139746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976518,0.0008378786,0.0003982915,0.00013899352,0.0003894214,0.0005836043],"domain_scores_gemma":[0.9971875,0.001951503,0.00012416983,0.000113072114,0.00051391614,0.00010983005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055537894,0.000080428435,0.0002076528,0.00031841532,0.00054903823,0.0000135331775,0.000116777795,0.000107601896,0.00093948975],"category_scores_gemma":[0.00093342375,0.000049210234,0.000037697842,0.0002782293,0.000083449704,0.00018909574,0.000116359595,0.00043574465,0.000014070365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003911356,0.00009349185,0.9070386,0.00021918245,0.000028604707,0.00000618901,0.0056517995,3.0898457e-9,0.00028102996,0.0012954648,0.061275307,0.023719167],"study_design_scores_gemma":[0.0016808875,0.00019672026,0.9007812,0.0008691029,0.0000037496295,0.000002183996,0.0025364563,3.989439e-7,0.000020288495,0.0067761103,0.08706243,0.00007045679],"about_ca_topic_score_codex":0.00006856649,"about_ca_topic_score_gemma":0.0001848143,"teacher_disagreement_score":0.029329488,"about_ca_system_score_codex":0.00017033516,"about_ca_system_score_gemma":0.00010531896,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W2275871252","doi":"10.1080/00213624.2004.11506667","title":"Analyzing Job Mobility with Job Turnover Intentions: An International Comparative Study","year":2004,"lang":"en","type":"article","venue":"Journal of Economic Issues","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":311,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turnover; Labour economics; Demographic economics; Economics; Management","score_opus":0.10855225152243063,"score_gpt":0.4629293805693531,"score_spread":0.3543771290469225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275871252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99080294,0.00020513924,0.000089873414,0.0020869726,0.00091646006,0.00032197233,0.000007228699,0.0000162271,0.0055531743],"genre_scores_gemma":[0.998129,0.000072088704,0.0003441136,0.00006831178,0.0007040956,0.000013696514,0.0000019300533,0.000010211085,0.00065655494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856895,0.00016776915,0.00076988543,0.00015906525,0.00014598928,0.0001883449],"domain_scores_gemma":[0.99874234,0.00009501043,0.000586141,0.00016019137,0.0003358484,0.000080485304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008337794,0.0001351656,0.00041826218,0.0001641914,0.0003365883,0.000028625493,0.00024462235,0.000041643212,0.0003821135],"category_scores_gemma":[0.000040414845,0.00009621733,0.00008074409,0.000048916794,0.00006859464,0.0007722967,0.00007328005,0.00038392874,0.0000575662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023158023,0.00030894217,0.9796547,0.000008376418,0.0005146985,0.000009331423,0.016137462,0.0005463426,0.00002616466,0.0017972556,0.00070104486,0.00006405251],"study_design_scores_gemma":[0.0027448102,0.0010596385,0.94883364,0.00018352376,0.00008807327,0.00000736105,0.041625794,0.0000161615,0.00002753688,0.0022471398,0.003021924,0.0001444174],"about_ca_topic_score_codex":0.0005586129,"about_ca_topic_score_gemma":0.0054064193,"teacher_disagreement_score":0.030821132,"about_ca_system_score_codex":0.00046457374,"about_ca_system_score_gemma":0.0001703491,"threshold_uncertainty_score":0.4183875},"labels":[],"label_agreement":null},{"id":"W2276155900","doi":"","title":"An Analysis of Income Inequality across Age Groups in Canada","year":2007,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Economic inequality; Demographic economics; Economics; Mathematics","score_opus":0.11982185557822647,"score_gpt":0.46472015234486536,"score_spread":0.34489829676663886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276155900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915328,0.0000125603665,0.00011526035,0.00061105,0.00004541637,0.00024160984,0.00012764893,0.000010589447,0.007303042],"genre_scores_gemma":[0.9988837,0.000030531242,0.00007552079,0.000024745052,0.000017171522,4.1796434e-7,0.000038004422,0.000005407064,0.0009244638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727035,0.00075083744,0.000309541,0.0002298407,0.00075648795,0.0006829354],"domain_scores_gemma":[0.9980198,0.00086082506,0.00014782726,0.0003873794,0.00041514743,0.00016898871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005171219,0.00008003119,0.00043077156,0.0006369887,0.00064896356,0.0000019756562,0.00047630555,0.000092448005,0.00034763047],"category_scores_gemma":[0.00016845537,0.000088669025,0.00007183653,0.002225579,0.00025213047,0.0001555464,0.00036730495,0.0005289255,0.000004870804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002633361,0.00006772112,0.9869049,0.00011202934,0.00015584975,0.00009080943,0.008041076,0.000015697386,0.00013182827,0.003470885,0.0003798207,0.0006030545],"study_design_scores_gemma":[0.000480249,0.00006183955,0.9251009,0.000030320072,0.000026161235,2.471236e-8,0.07212215,0.00009997055,0.000015435971,0.00011233445,0.0018809556,0.000069630616],"about_ca_topic_score_codex":0.95289266,"about_ca_topic_score_gemma":0.9992378,"teacher_disagreement_score":0.06408107,"about_ca_system_score_codex":0.00082907313,"about_ca_system_score_gemma":0.00053751544,"threshold_uncertainty_score":0.49913687},"labels":[],"label_agreement":null},{"id":"W2277123205","doi":"","title":"The Future of the Canadian Industry Forecasts of Labour Markets for Selected Industrial Aggregates","year":2015,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Labour economics; Economics; Industrial organization","score_opus":0.16171905179453572,"score_gpt":0.3941826646840863,"score_spread":0.23246361288955059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277123205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95012414,0.00016901246,0.0000012878813,0.03510043,0.0004085814,0.0012293527,0.0002963943,0.00001006754,0.012660712],"genre_scores_gemma":[0.97335833,0.00005864239,0.000035232664,0.000021862448,0.00021754079,0.0000035886708,0.000007699611,0.000009760367,0.026287364],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978251,0.00077852415,0.00017857291,0.00013375419,0.00055056525,0.0005335216],"domain_scores_gemma":[0.996392,0.00080307905,0.00021551334,0.0002885451,0.0020969864,0.00020387916],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024405597,0.0000806723,0.00020716131,0.00018755223,0.0019114801,0.000004437435,0.0006630322,0.00040854717,0.00010297388],"category_scores_gemma":[0.0010778072,0.000056676832,0.00006876373,0.00087674847,0.00050215673,0.00007908777,0.00028642692,0.0010650762,0.000003481848],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010418727,0.00002748989,0.70023173,0.00010397729,0.00011487698,0.0000017972837,0.0030200596,8.034806e-7,0.000027313994,0.01712216,0.2737467,0.0054988805],"study_design_scores_gemma":[0.0016965778,0.00017338623,0.3107559,0.00013495005,0.00001665099,2.4771202e-7,0.028947216,0.000021677419,0.00011805564,0.0012277276,0.656841,0.00006659744],"about_ca_topic_score_codex":0.04569828,"about_ca_topic_score_gemma":0.64812946,"teacher_disagreement_score":0.6024312,"about_ca_system_score_codex":0.00024322547,"about_ca_system_score_gemma":0.002619142,"threshold_uncertainty_score":0.9993879},"labels":[],"label_agreement":null},{"id":"W2277380525","doi":"","title":"Daily Activities and Self-Perceptions about Productivity among Saskatchewan Welfare Recipients","year":2004,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Productivity; Welfare; Business; Economics; Labour economics; Economic growth","score_opus":0.015483802732487211,"score_gpt":0.2730913720252811,"score_spread":0.2576075692927939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277380525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62055826,0.00004939464,0.00012012754,0.37750414,0.00015376859,0.00028469248,0.000017379127,0.00011636716,0.0011958827],"genre_scores_gemma":[0.9285625,0.00026788344,0.000989811,0.000029353689,0.0000794459,0.0000025413076,0.00000846257,0.000016945678,0.070043065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988586,0.00015828396,0.000023551793,0.0003500607,0.00022527402,0.00038424096],"domain_scores_gemma":[0.9991724,0.000054215754,0.00020341792,0.00030867493,0.0001366638,0.00012462854],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00024635743,0.00017096836,0.00030990806,0.00014767126,0.0019771317,0.000006578558,0.00016134394,0.00015002121,0.000025055806],"category_scores_gemma":[0.000027629292,0.00019382025,0.00007340565,0.00022578806,0.00038012024,0.00050965085,0.00024389829,0.0003506268,0.000021537086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007463692,0.00014833554,0.8414524,0.00026582266,0.00016765526,0.000016313817,0.05925083,0.000011786259,0.00021162679,0.0021564134,0.094840124,0.0014040135],"study_design_scores_gemma":[0.0008898983,0.00008963753,0.5751306,0.00017940036,0.00007324571,0.0000010019367,0.1658636,0.000001537566,0.000008935606,0.00003518907,0.25756562,0.00016135647],"about_ca_topic_score_codex":0.00060580677,"about_ca_topic_score_gemma":0.013413733,"teacher_disagreement_score":0.37747478,"about_ca_system_score_codex":0.00022502853,"about_ca_system_score_gemma":0.00013260535,"threshold_uncertainty_score":0.9993222},"labels":[],"label_agreement":null},{"id":"W2278206300","doi":"","title":"Unemployment and Health: Contextual Level Influences on the Production of Health in Populations","year":2001,"lang":"en","type":"article","venue":"Social and Economic Dimensions of an Aging Population Research Papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research; McMaster University; Université de Montréal","funders":"","keywords":"Unemployment; Conceptualization; Context (archaeology); Demographic economics; Psychology; Association (psychology); Social psychology; Economics; Economic growth; Geography","score_opus":0.38739010925553463,"score_gpt":0.5098405134708663,"score_spread":0.12245040421533171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278206300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9167633,0.0001510595,2.7099094e-7,0.081939824,0.00014673463,0.00064777036,0.000014300583,0.000012206749,0.0003245151],"genre_scores_gemma":[0.99855924,0.0005077005,0.000030309206,0.00041281237,0.00006393995,0.000038923517,0.000023325045,0.000008367814,0.0003553691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979878,0.00072728365,0.0005934457,0.00022050652,0.00015073294,0.00032025322],"domain_scores_gemma":[0.99925345,0.00024985513,0.00025166187,0.00011783475,0.000063425745,0.00006376182],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029043567,0.00008671882,0.0002732774,0.0002093975,0.0017319663,0.000006878592,0.000060679267,0.000046633057,0.0000270129],"category_scores_gemma":[0.00013312227,0.00006128185,0.000023934726,0.00015165191,0.00021415733,0.00011963943,0.00007667896,0.00024340399,0.000001985529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046248715,0.000065883505,0.93277866,0.000058908074,0.00001997925,1.1141442e-7,0.011531006,0.00014554194,0.000041903615,0.033349175,0.001319613,0.020642996],"study_design_scores_gemma":[0.00026105126,0.00014808077,0.97939926,0.00019842027,0.000002034859,2.0037425e-7,0.01601904,0.000061972496,0.0000017793363,0.0029539252,0.00089829223,0.00005594723],"about_ca_topic_score_codex":0.027429076,"about_ca_topic_score_gemma":0.019280247,"teacher_disagreement_score":0.08179593,"about_ca_system_score_codex":0.00017365119,"about_ca_system_score_gemma":0.00013143597,"threshold_uncertainty_score":0.9995676},"labels":[],"label_agreement":null},{"id":"W2279073295","doi":"10.1002/ajim.22577","title":"Is the worsening of psychosocial exposures associated with mental health? Comparing two population‐based cross‐sectional studies in Spain, 2005–2010","year":2016,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Instituto de Salud Carlos III; Generalitat de Catalunya","keywords":"Psychosocial; Medicine; Mental health; Unemployment; Cross-sectional study; Socioeconomic status; Environmental health; Population; Context (archaeology); Social support; Job strain; Gerontology; Occupational safety and health; Working population; Demography; Psychiatry; Psychology; Social psychology","score_opus":0.22255453288042099,"score_gpt":0.48451618090018456,"score_spread":0.26196164801976357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279073295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93001246,0.00032973496,0.000024807872,0.067439005,0.0017569307,0.00033108197,0.000012448513,0.000010571369,0.00008296978],"genre_scores_gemma":[0.9967233,0.00008821612,0.000032721407,0.0012161696,0.001761928,0.000011333018,0.00000412566,0.000015844726,0.00014638183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964503,0.0009345189,0.0014059148,0.00014333783,0.00066863414,0.0003972826],"domain_scores_gemma":[0.9949884,0.0018418584,0.0025459235,0.00011170108,0.000405626,0.00010650055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298907,0.0001713581,0.00083916413,0.00025049754,0.0005698372,0.0000025498723,0.00017184966,0.00005949543,0.00010231186],"category_scores_gemma":[0.0014360117,0.0000808066,0.00007622492,0.00046102342,0.00080709223,0.00009814733,0.00003903423,0.00065853365,9.932423e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009361776,0.0000490185,0.9690486,0.000005168616,0.00028254557,0.000002337577,0.005048285,0.000013369556,0.00003644052,0.000028478342,0.02065624,0.003893306],"study_design_scores_gemma":[0.011041815,0.0015589175,0.97106797,0.0049076676,0.00003761712,0.0000033325834,0.010687364,0.0000039391925,0.000007299071,0.00004405371,0.00053727615,0.00010275642],"about_ca_topic_score_codex":0.002349898,"about_ca_topic_score_gemma":0.0015758837,"teacher_disagreement_score":0.06671083,"about_ca_system_score_codex":0.000478205,"about_ca_system_score_gemma":0.0003835339,"threshold_uncertainty_score":0.43827847},"labels":[],"label_agreement":null},{"id":"W2281674206","doi":"10.7202/1034423ar","title":"Informal Workers’ Aggregation in India: An Evolving Model of Collective Action","year":2016,"lang":"en","type":"article","venue":"Sociologie et sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Invisibility; Informal sector; Solidarity; Informal organization; Collective action; Workforce; Action (physics); Informal education; Migrant workers; Sociology; Political science; Economic growth; Public relations; Economics; Law","score_opus":0.43945090776175716,"score_gpt":0.5603776503843955,"score_spread":0.1209267426226383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281674206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776399,0.00008389322,0.00072751066,0.0029706142,0.0005665729,0.00055181107,0.000021062679,0.000105636296,0.017332997],"genre_scores_gemma":[0.9970275,0.00036379223,0.00024036375,0.00025751998,0.00007200261,0.00017736109,0.000011403782,0.000013024164,0.0018370402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984796,0.0004506313,0.00039777538,0.00017358699,0.00013988915,0.00035853666],"domain_scores_gemma":[0.99848014,0.00087637285,0.00028509522,0.00013755371,0.00018453252,0.000036315396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009477072,0.00012394249,0.00026321286,0.00009842998,0.0003913425,0.0000027273632,0.00011008508,0.0003503971,0.00022134413],"category_scores_gemma":[0.00069666136,0.00008547092,0.00006353242,0.00014071501,0.00013858784,0.0005680942,0.00011211787,0.00037516237,0.000018798228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010595292,0.000049155664,0.95759696,0.000041419455,0.000048179387,3.9419916e-7,0.02773204,0.000040011208,0.0008131163,0.0019337798,0.002311842,0.009327148],"study_design_scores_gemma":[0.0016740583,0.00015290725,0.90283847,0.00023186071,0.0000148049485,5.1759955e-8,0.03627587,0.0003124825,0.00016851378,0.058127936,0.000033059718,0.00016996206],"about_ca_topic_score_codex":0.00007833213,"about_ca_topic_score_gemma":0.000099836674,"teacher_disagreement_score":0.056194156,"about_ca_system_score_codex":0.0004486288,"about_ca_system_score_gemma":0.00044353874,"threshold_uncertainty_score":0.3485403},"labels":[],"label_agreement":null},{"id":"W2281677991","doi":"10.1186/s12889-016-2880-9","title":"Lone parents, health, wellbeing and welfare to work: a systematic review of qualitative studies","year":2016,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; London School of Hygiene and Tropical Medicine","keywords":"Poverty; Receipt; Welfare; Psychological intervention; Medicine; Public health; Qualitative research; Gerontology; Economic growth; Nursing; Sociology; Political science; Economics; Social science","score_opus":0.4132697071380909,"score_gpt":0.5800374916133823,"score_spread":0.16676778447529134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281677991","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.406477e-7,0.90529,0.000109012784,0.078641064,0.00071593776,0.014593801,0.00028084114,0.00013593433,0.00023246172],"genre_scores_gemma":[0.000006666229,0.98636484,0.00032583054,0.006580339,0.0002146888,0.004709413,0.00009252123,0.00011807767,0.0015876523],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9724232,0.017558444,0.006345364,0.0009780246,0.0008549828,0.0018399758],"domain_scores_gemma":[0.98675144,0.0050866944,0.0052620177,0.0011005466,0.0008284256,0.0009709063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.018380433,0.0009016859,0.011235359,0.000610925,0.0016718074,0.000018022018,0.00055202784,0.0002842126,0.000082082115],"category_scores_gemma":[0.007629509,0.0005398687,0.00049244624,0.0013520184,0.00017174115,0.00016688666,0.0008585524,0.000771758,0.00020196805],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031218378,0.000043933298,0.00006272068,0.88647133,0.00051036413,7.218564e-7,0.017618097,1.0636428e-9,1.9697233e-10,0.0038590576,0.027924247,0.0635064],"study_design_scores_gemma":[0.00016099434,0.00011322573,0.0000144853075,0.5343787,0.00014397543,0.0000013261664,0.011644966,6.824996e-9,2.0352234e-10,0.000032985896,0.45327798,0.00023131998],"about_ca_topic_score_codex":0.00032545824,"about_ca_topic_score_gemma":0.0002354948,"teacher_disagreement_score":0.42535374,"about_ca_system_score_codex":0.0016819914,"about_ca_system_score_gemma":0.0041641374,"threshold_uncertainty_score":0.99970526},"labels":[],"label_agreement":null},{"id":"W2282266015","doi":"","title":"Immigration, faible revenu et inegalite des revenus au Canada : Quoi de neuf durant les annees 2000?","year":2014,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Immigration; Humanities; Art","score_opus":0.049608414318902096,"score_gpt":0.3800612429532416,"score_spread":0.3304528286343395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282266015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909743,0.0027162593,0.000025607162,0.03862269,0.0020252173,0.0019664962,0.00060925004,0.000059905607,0.044231564],"genre_scores_gemma":[0.8736283,0.05717135,0.00081833027,0.0009976448,0.0015023437,0.0009476553,0.0002740675,0.00017568408,0.06448459],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903033,0.003635,0.0017980232,0.0012411991,0.0005005957,0.0025218911],"domain_scores_gemma":[0.99347186,0.0035148514,0.0005949717,0.0012887412,0.0005703144,0.0005592603],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008138994,0.0006829431,0.0012011619,0.00043664683,0.0021623154,0.00009763473,0.0009401454,0.00093966554,0.00035863355],"category_scores_gemma":[0.003067761,0.000726855,0.00024163844,0.00030171542,0.00083080604,0.00022021301,0.0014161832,0.004205824,0.000038662587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003737946,0.00029872463,0.76748294,0.0040142112,0.0005181354,0.00013589169,0.028900098,0.0081629455,0.00016152566,0.009475203,0.030102223,0.15037432],"study_design_scores_gemma":[0.00091843697,0.00016247306,0.34109473,0.0033351802,0.0000399235,0.000012720312,0.010370934,0.0009772531,0.000045558576,0.004625653,0.63761115,0.0008059757],"about_ca_topic_score_codex":0.89910823,"about_ca_topic_score_gemma":0.9898751,"teacher_disagreement_score":0.6075089,"about_ca_system_score_codex":0.009819181,"about_ca_system_score_gemma":0.015655287,"threshold_uncertainty_score":0.9995183},"labels":[],"label_agreement":null},{"id":"W2282648729","doi":"","title":"New employment policies, poverty and mothering [The situation in Australia, New Zealand and Canada]","year":2000,"lang":"en","type":"article","venue":"Family matters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Publishing; Poverty; Sociology; Australian studies; Economic growth; Political science; Economics; Law","score_opus":0.04019532182714192,"score_gpt":0.33435154642493303,"score_spread":0.2941562245977911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282648729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92549354,0.00014015626,0.0000061698865,0.07330048,0.00012489132,0.00030617145,0.000008295357,0.00001842274,0.00060188444],"genre_scores_gemma":[0.65001255,0.00066583196,0.00012889062,0.0856471,0.0003858758,0.000042497795,0.000016232343,0.00004321158,0.26305783],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991418,0.00006611945,0.00020786445,0.00014694536,0.00013210309,0.00030516397],"domain_scores_gemma":[0.99965715,0.00008804928,0.000039305898,0.0001075888,0.000007369177,0.00010055792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104061255,0.00011332504,0.00013781602,0.000031423264,0.0002307429,0.000012783114,0.000059408816,0.000040250692,0.00027347798],"category_scores_gemma":[0.000005020273,0.000082711624,0.000009639733,0.00006137968,0.000019826546,0.000059140646,0.000041134495,0.00014859441,0.000016627995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014914985,0.0000023038874,0.4025296,0.000012561065,0.000010931457,0.0000012909787,0.004410637,0.0000074089917,0.00007103376,0.000020666379,0.5897072,0.0032114268],"study_design_scores_gemma":[0.0005071599,0.000014324776,0.77649677,0.00006904802,0.000007857816,4.6008788e-7,0.00088658923,0.0000039365914,0.0000025352226,0.00016441359,0.22176684,0.000080045946],"about_ca_topic_score_codex":0.97365445,"about_ca_topic_score_gemma":0.8862033,"teacher_disagreement_score":0.3739672,"about_ca_system_score_codex":0.000118248325,"about_ca_system_score_gemma":0.00013964764,"threshold_uncertainty_score":0.33728823},"labels":[],"label_agreement":null},{"id":"W2282957970","doi":"10.1111/caje.12145","title":"Has the Canadian labour market polarized?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Polarization (electrochemistry); Boom; Economics; Wage; Labour economics; Technological change; Census; Inequality; Wage growth; Wage inequality; Demographic economics; Macroeconomics; Population; Sociology","score_opus":0.29023637282485015,"score_gpt":0.27253328151227263,"score_spread":0.017703091312577524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282957970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878612,0.00060322176,0.0000068448844,0.075701,0.004732585,0.00051583635,0.0003463035,0.000009944852,0.030223055],"genre_scores_gemma":[0.9771966,0.00006452459,0.0000908019,0.007158939,0.001979185,0.000036087742,0.0000131677025,0.00007049338,0.01339021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965672,0.00037824336,0.0011373598,0.0002955975,0.0000066052407,0.0016150333],"domain_scores_gemma":[0.9925624,0.00035216962,0.00073322793,0.00052479457,0.00069711637,0.0051302672],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028512955,0.0003350012,0.0006753866,0.00073279435,0.0021107784,0.00015277657,0.00091409596,0.00034044278,0.001469582],"category_scores_gemma":[0.0008785451,0.00029827858,0.00020880214,0.00019096586,0.0003537904,0.0003838508,0.00004609663,0.001135493,0.00017390777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000119709,0.000008180722,0.26162776,0.000053865675,0.00042371254,0.00030162468,0.014204851,0.00015302202,0.0000017293761,0.49356955,0.22839084,0.001145144],"study_design_scores_gemma":[0.0011321786,0.00018842159,0.017054576,0.00011064613,0.000057737572,0.00013113352,0.005978265,0.00008098101,0.0000026534178,0.10432373,0.8705599,0.00037982626],"about_ca_topic_score_codex":0.9873051,"about_ca_topic_score_gemma":0.99998283,"teacher_disagreement_score":0.642169,"about_ca_system_score_codex":0.008455279,"about_ca_system_score_gemma":0.027990492,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W2283599489","doi":"","title":"Le déficit humain imposé aux plus pauvres","year":2016,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.06675561969447151,"score_gpt":0.39878485381944173,"score_spread":0.3320292341249702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283599489","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0784576,0.008935787,0.0016347845,0.57659155,0.0047775838,0.0008123717,0.00010444432,0.0002972389,0.32838863],"genre_scores_gemma":[0.45180076,0.0015731901,0.00015227006,0.0025960403,0.0009866001,0.000060823502,0.000003842409,0.000038913266,0.54278755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997047,0.0005835245,0.00062536093,0.00041678516,0.00025479603,0.0010725495],"domain_scores_gemma":[0.9979647,0.0010639712,0.00015581732,0.00043040287,0.00018649228,0.00019863357],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064722757,0.00029883595,0.00043358858,0.00008885054,0.0015498068,0.000016498849,0.0002544455,0.00038817455,0.010456094],"category_scores_gemma":[0.0002826887,0.0001907664,0.0001494235,0.00014931583,0.0003449538,0.00024927425,0.0004201362,0.0003441476,0.005918102],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039881455,0.00008835656,0.02042271,0.00013903344,0.000102618425,0.000011449436,0.0025087465,1.4715751e-7,0.00048043986,0.50190085,0.45929748,0.015008296],"study_design_scores_gemma":[0.002478873,0.0002147897,0.028086971,0.0008516461,0.000056641915,0.00000153243,0.0047202944,0.0000060373727,0.00025971537,0.024179691,0.93871874,0.00042507958],"about_ca_topic_score_codex":0.0071882647,"about_ca_topic_score_gemma":0.007939171,"teacher_disagreement_score":0.57399553,"about_ca_system_score_codex":0.000208087,"about_ca_system_score_gemma":0.0008096361,"threshold_uncertainty_score":0.99975},"labels":[],"label_agreement":null},{"id":"W2284429143","doi":"","title":"Living Precariously: A Canadian Perspective on Economic Security","year":2005,"lang":"en","type":"article","venue":"Just policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phenomenon; Globalization; Perspective (graphical); Development economics; Political science; Economic growth; Economic geography; Political economy; Sociology; Economics; Law","score_opus":0.04177823924634049,"score_gpt":0.42820186907139074,"score_spread":0.38642362982505024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284429143","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4291838,0.000092798335,3.0680943e-7,0.06931501,0.00030351762,0.00036616428,0.000064130254,0.00009191204,0.50058234],"genre_scores_gemma":[0.9762917,0.00007139482,0.000010129376,0.0075507686,0.003759846,0.00007480407,0.0000025989073,0.000023894865,0.012214873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987385,0.00013022023,0.00020080816,0.00022915607,0.00006827521,0.00063300255],"domain_scores_gemma":[0.9992176,0.00019551533,0.00006971844,0.0002184661,0.00005166579,0.00024699207],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019313322,0.00014030175,0.00017763829,0.00025393168,0.0009346603,0.000009682534,0.00012782756,0.00012150631,0.000977665],"category_scores_gemma":[0.00015656951,0.00013214024,0.000058559057,0.000087106244,0.000038967853,0.000090564776,0.000078241064,0.00037642405,0.0027555372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016452563,0.00004914065,0.07515042,0.00003896734,0.00008909422,0.0000030550202,0.21462348,0.00002546735,0.0000030055314,0.52636135,0.1818914,0.0017482064],"study_design_scores_gemma":[0.00042861147,0.00009154127,0.1471208,0.00014297006,0.000022217828,9.1762587e-7,0.02326343,0.00007781328,0.0000043585787,0.0036416608,0.8249047,0.00030099272],"about_ca_topic_score_codex":0.8372054,"about_ca_topic_score_gemma":0.92622936,"teacher_disagreement_score":0.6430133,"about_ca_system_score_codex":0.0052629155,"about_ca_system_score_gemma":0.0011956171,"threshold_uncertainty_score":0.99993557},"labels":[],"label_agreement":null},{"id":"W2284481938","doi":"10.7458/spp2011667764","title":"Atypical forms of employment among young people in the European Union","year":2016,"lang":"en","type":"article","venue":"Sociologia Problemas e Práticas","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"European union; Work (physics); Member states; Demographic economics; Categorical variable; Perspective (graphical); Multiple correspondence analysis; Market integration; Sociology; Political science; Economics; International trade","score_opus":0.052554708902516324,"score_gpt":0.36660913040869386,"score_spread":0.3140544215061775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284481938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415913,0.000100785066,0.0006070375,0.019031998,0.00019648678,0.0013213694,0.000011693162,0.000095613,0.03704367],"genre_scores_gemma":[0.997914,0.00017890813,0.00008310062,0.00022221214,0.000119795026,0.0002555204,0.0000088434745,0.000023518727,0.0011941085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950792,0.0030876207,0.0006991184,0.00028811148,0.00024323915,0.0006026752],"domain_scores_gemma":[0.9980833,0.0011292064,0.0002647026,0.00036479885,0.00009636767,0.00006163997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048907287,0.0001879522,0.00034009115,0.000066699635,0.0004728636,0.0000043853115,0.00036790344,0.0001602476,0.00012516484],"category_scores_gemma":[0.00053480203,0.00008413186,0.000102501275,0.00018001207,0.0003606191,0.00010836793,0.00032378928,0.00040492287,0.00014236478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024483163,0.00008311754,0.9528041,0.000079467674,0.00002873611,0.0000031585257,0.01509404,4.6437145e-7,0.00026399322,0.02706979,0.0037557234,0.0007929356],"study_design_scores_gemma":[0.0008838053,0.00018420018,0.968789,0.00022645017,0.000022131337,8.873028e-7,0.005497008,9.883601e-7,0.00001406548,0.023276469,0.0009702288,0.00013479372],"about_ca_topic_score_codex":0.0001686416,"about_ca_topic_score_gemma":0.0010157326,"teacher_disagreement_score":0.056322645,"about_ca_system_score_codex":0.00013449545,"about_ca_system_score_gemma":0.0000645477,"threshold_uncertainty_score":0.36369324},"labels":[],"label_agreement":null},{"id":"W2286295015","doi":"10.1007/s10198-015-0760-3","title":"Crisis, suicide and labour productivity losses in Spain","year":2016,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministerio de Economía y Competitividad; World Health Organization","keywords":"Recession; Unemployment; Productivity; Salary; Human capital; Demographic economics; Economics; Suicide rates; Euros; Quarter (Canadian coin); Panel data; Suicide prevention; Labour economics; Poison control; Demography; Geography; Economic growth; Medicine; Macroeconomics; Sociology; Environmental health","score_opus":0.07431426358468864,"score_gpt":0.36585424431105085,"score_spread":0.2915399807263622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286295015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8211142,0.001794329,0.00008005097,0.17526416,0.00045227536,0.0002034333,0.000007797438,0.000008402305,0.001075372],"genre_scores_gemma":[0.9897635,0.0066001797,0.000081362174,0.0023912098,0.0006418725,0.0000017024455,1.8652108e-7,0.000024181332,0.0004958227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956795,0.002864634,0.00092317077,0.0001289564,0.000051101575,0.0003526375],"domain_scores_gemma":[0.9983312,0.0004987197,0.0008226753,0.0001843034,0.00007231726,0.000090784524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01099843,0.00010734671,0.00033249112,0.000090813686,0.0004017213,0.0000074998447,0.00018416977,0.000015804684,0.000030639145],"category_scores_gemma":[0.00027895917,0.000056227513,0.000035460107,0.00005056732,0.0000768586,0.00016472055,0.00012690887,0.00032185926,0.000044506538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023852104,0.00008910909,0.80759925,0.00025938058,0.00007407126,0.000022770628,0.009142535,0.000011566419,0.0000458918,0.0063167675,0.021630812,0.15456931],"study_design_scores_gemma":[0.0012786216,0.00022275385,0.89051425,0.00034948773,0.000006760434,0.000016013597,0.002338622,7.182645e-7,0.000007930149,0.0032308018,0.10193227,0.00010176512],"about_ca_topic_score_codex":0.00013315835,"about_ca_topic_score_gemma":0.000421853,"teacher_disagreement_score":0.17287296,"about_ca_system_score_codex":0.00014676704,"about_ca_system_score_gemma":0.00021113001,"threshold_uncertainty_score":0.3811858},"labels":[],"label_agreement":null},{"id":"W2287967738","doi":"10.14288/1.0073054","title":"Do policies of the lowest common denominator bring about system-level change? Examining the success factors of the Toronto Regional Immigrant Employment Council","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Political science; Economic growth; Economics; Law","score_opus":0.11289465477537626,"score_gpt":0.28594810876274024,"score_spread":0.173053453987364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287967738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405384,0.0020531213,0.000004388519,0.00042858638,0.00071062264,0.00084706646,0.00031759977,0.000026388716,0.0015583689],"genre_scores_gemma":[0.99850994,0.00018701082,0.000004890435,0.000083909414,0.00010919553,0.0000057651596,0.0000032248677,0.000017666915,0.001078365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790925,0.00038404684,0.00032877628,0.00019362952,0.00072666066,0.0004576244],"domain_scores_gemma":[0.9980127,0.00033160337,0.0006334908,0.0005153709,0.00043119668,0.00007562777],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009001844,0.00008961824,0.00042222106,0.000014955191,0.0015145737,0.000015822385,0.0007896015,0.00012188333,0.0000481501],"category_scores_gemma":[0.000055698718,0.00012399857,0.00018761068,0.00018550317,0.00055075355,0.0002924113,0.0006964204,0.0002234143,0.000002278084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001153977,0.00007737017,0.96235967,0.00036566914,0.00010248586,8.561581e-7,0.030488348,5.8787987e-7,0.00008232491,0.000068215006,0.0022618028,0.004181123],"study_design_scores_gemma":[0.00047900033,0.000031760173,0.90354353,0.0014598623,0.00009940652,0.000003469409,0.09316067,0.000002570361,0.0000034600753,0.000008453321,0.001093764,0.000114059185],"about_ca_topic_score_codex":0.767687,"about_ca_topic_score_gemma":0.84039515,"teacher_disagreement_score":0.07270818,"about_ca_system_score_codex":0.0007067709,"about_ca_system_score_gemma":0.00019188055,"threshold_uncertainty_score":0.9997853},"labels":[],"label_agreement":null},{"id":"W2288138008","doi":"","title":"Lived Experiences of Unemployed Women in Toronto and Halifax, Canada Who Were Previously Precariously Employed","year":2016,"lang":"en","type":"article","venue":"Alternate routes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Workfare; Unemployment; Precarious work; Welfare state; Welfare; Neoliberalism (international relations); Labour economics; State (computer science); Retraining; Sociology; Political science; Demographic economics; Economics; Gender studies; Economic growth; Political economy; Work (physics)","score_opus":0.02423528772878418,"score_gpt":0.33319025119027645,"score_spread":0.30895496346149226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288138008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992283,0.0021548355,0.000004128239,0.0012079283,0.00050231855,0.00058852654,0.000022450422,0.000050337556,0.003186489],"genre_scores_gemma":[0.99058145,0.0015332332,0.000021466476,0.00024550577,0.00011030795,0.00048095407,0.0000027615451,0.000027131782,0.006997212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976886,0.00025539665,0.00063143164,0.00035495506,0.00027952934,0.00079009216],"domain_scores_gemma":[0.99867636,0.0005189809,0.0002557844,0.00027412313,0.00010165748,0.00017308039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039098505,0.00022818352,0.0005304533,0.00004211374,0.00022251607,0.000007848364,0.00025863998,0.000084078434,0.0003778021],"category_scores_gemma":[0.00017173382,0.00014928957,0.000033106033,0.00006621537,0.00010642902,0.00023037037,0.00024230464,0.000109780056,0.0000045920165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009897928,0.000028816463,0.82803965,0.00011196068,0.00008301432,0.000010701336,0.1649197,2.048359e-7,0.00030064236,0.00026157105,0.0032417737,0.002902994],"study_design_scores_gemma":[0.0055756657,0.0007257735,0.68981135,0.0025679336,0.00004585992,0.0000027447923,0.2776935,0.00001244361,0.0012455308,0.0016163698,0.019776281,0.00092656346],"about_ca_topic_score_codex":0.86513394,"about_ca_topic_score_gemma":0.94198436,"teacher_disagreement_score":0.13822831,"about_ca_system_score_codex":0.00079727924,"about_ca_system_score_gemma":0.00035318438,"threshold_uncertainty_score":0.6087852},"labels":[],"label_agreement":null},{"id":"W2288663704","doi":"10.1136/bmjopen-2014-007297","title":"Welfare state retrenchment and increasing mental health inequality by educational credentials in Finland: a multicohort study","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Economic and Social Research Council; Medical Research Council; Academy of Finland","keywords":"Retrenchment; Medicine; Population; Welfare state; Welfare; Mental health; Inequality; Epidemiology; Demography; Psychiatry; Environmental health; Economics; Sociology; Political science","score_opus":0.204500177139743,"score_gpt":0.5502896311443107,"score_spread":0.34578945400456773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288663704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94067276,0.00020791325,0.0000021377043,0.043194503,0.00034517897,0.012395194,0.00014653997,0.000014708608,0.0030210835],"genre_scores_gemma":[0.9938484,0.00002846355,0.0001620731,0.00090835907,0.00007406659,0.001935856,0.00016004992,0.000014126991,0.0028686076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963363,0.0017911443,0.0007788128,0.00034050114,0.0003707513,0.00038249418],"domain_scores_gemma":[0.9989872,0.00017385263,0.00029652225,0.00024053371,0.0000885108,0.00021335969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057641715,0.000157886,0.00043269212,0.00007193008,0.00069795357,0.00004645512,0.00020701316,0.00004098949,0.00023974615],"category_scores_gemma":[0.0003365115,0.00013462317,0.000016202946,0.00013200373,0.000032701664,0.00021898748,0.0009230266,0.00019856446,0.00003520645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002778212,0.00044445114,0.90656996,0.000061238745,0.000037804657,0.0000014836536,0.030572632,4.3369928e-7,0.0000031818313,0.00007099107,0.061236236,0.0007237919],"study_design_scores_gemma":[0.0036030833,0.00025638833,0.95706517,0.00021600387,0.0000074610457,9.620898e-7,0.028659292,0.000011215855,9.877328e-7,0.0003128304,0.009698586,0.00016801196],"about_ca_topic_score_codex":0.051877655,"about_ca_topic_score_gemma":0.01141626,"teacher_disagreement_score":0.053175654,"about_ca_system_score_codex":0.00035692626,"about_ca_system_score_gemma":0.00050568103,"threshold_uncertainty_score":0.954436},"labels":[],"label_agreement":null},{"id":"W2290371296","doi":"10.26522/ssj.v9i1.1147","title":"Activism and the Academy in Ireland: A Bridge for Social Justice","year":2015,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hegemony; Sociology; Narrative; Politics; Social transformation; Social justice; Economic Justice; Collective action; Reading (process); Bridge (graph theory); Social movement; Public relations; Political science; Gender studies; Social change; Public administration; Law; Political economy","score_opus":0.2833661277891863,"score_gpt":0.5302289021677913,"score_spread":0.246862774378605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290371296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66064125,0.014742376,0.00018443936,0.21642043,0.010365503,0.006408303,0.00014367186,0.00024416525,0.09084987],"genre_scores_gemma":[0.9837408,0.001538006,0.00005283295,0.0047970377,0.0056457217,0.0011346731,0.000004009884,0.000032856376,0.003054059],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99770814,0.0006520954,0.00048374475,0.00028406645,0.00024627754,0.000625683],"domain_scores_gemma":[0.9963249,0.003196182,0.00019674019,0.000061524275,0.00017556001,0.000045070046],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022547988,0.00020796152,0.0006005981,0.00007179542,0.0023538123,0.00000849966,0.00013715419,0.00022115582,0.0000029015741],"category_scores_gemma":[0.002506141,0.00014902039,0.00006403219,0.0002857625,0.0007005661,0.00011483233,0.00044051587,0.00073874835,0.000012001025],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014250353,0.00006947086,0.0074303583,0.001367511,0.00021370238,0.0000068053696,0.44877964,0.0000012192296,0.000002438895,0.086425535,0.45224178,0.0020365205],"study_design_scores_gemma":[0.022419276,0.000107742744,0.12559083,0.00029758454,0.0016791879,0.0000011998617,0.6091021,0.00005593309,0.0000010671042,0.049733862,0.19046259,0.0005486589],"about_ca_topic_score_codex":0.00017638928,"about_ca_topic_score_gemma":0.00071363465,"teacher_disagreement_score":0.32309955,"about_ca_system_score_codex":0.00027845954,"about_ca_system_score_gemma":0.00010416444,"threshold_uncertainty_score":0.998945},"labels":[],"label_agreement":null},{"id":"W2290748599","doi":"","title":"Work Precariousness: Multi-Faceted Life-Courses","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Flexibility (engineering); Precarious work; Job security; Socialization; Work (physics); Phenomenon; Politics; Affect (linguistics); Job satisfaction; Sociology; Value (mathematics); Social psychology; Political science; Public relations; Demographic economics; Psychology; Management; Economics; Law","score_opus":0.03395073434265133,"score_gpt":0.3579811719721387,"score_spread":0.32403043762948736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290748599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96013033,0.011896211,0.0023218088,0.017715432,0.0017877787,0.0011916347,0.0000029894775,0.00027147794,0.00468234],"genre_scores_gemma":[0.95666796,0.0041433303,0.00011094701,0.0008840461,0.00091295183,0.00015484545,0.0000045858737,0.00005255566,0.037068784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99474347,0.00038560753,0.0005567234,0.00023647763,0.00029614012,0.00378161],"domain_scores_gemma":[0.99873835,0.00020333199,0.00031071116,0.00022401275,0.0003138384,0.00020974867],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012159832,0.00024704935,0.00034554023,0.00012395506,0.0016426399,0.000033053424,0.0003237354,0.0001852323,0.0008590214],"category_scores_gemma":[0.00028997433,0.0001866115,0.00013438368,0.00027374222,0.0000679596,0.0002873531,0.00011969253,0.003614135,0.0017032175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010341423,0.00022440829,0.90618664,0.00004448136,0.00089983444,0.0000030375468,0.0060397023,0.00001424081,0.0001625628,0.018232556,0.042835418,0.025253674],"study_design_scores_gemma":[0.009929848,0.0009817242,0.6616125,0.00077367487,0.00038300356,0.000054517666,0.08699724,0.00010187504,0.00002948382,0.15389763,0.08358156,0.0016569172],"about_ca_topic_score_codex":0.0006339459,"about_ca_topic_score_gemma":0.0018596897,"teacher_disagreement_score":0.24457414,"about_ca_system_score_codex":0.000705781,"about_ca_system_score_gemma":0.0022239485,"threshold_uncertainty_score":0.9996571},"labels":[],"label_agreement":null},{"id":"W2292817460","doi":"10.14288/1.0097652","title":"Manpower substitution in mental health service delivery","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Substitution (logic); Mental health; Service (business); Business; Mental health service; Medicine; Computer science; Psychiatry; Marketing","score_opus":0.018628049119496233,"score_gpt":0.2686197794915986,"score_spread":0.24999173037210237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292817460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918723,0.000099662306,0.000012723864,0.0031793935,0.0006562198,0.00046355944,0.00012764266,0.00006438637,0.0035240727],"genre_scores_gemma":[0.99749684,0.00027651913,0.000118198805,0.00052228,0.000044825687,0.0000012457106,0.00005054491,0.000008911858,0.0014806134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998954,0.000109351444,0.00017451133,0.000246936,0.00017261769,0.00034260258],"domain_scores_gemma":[0.9993962,0.000042200565,0.00014040919,0.00017297555,0.00015057826,0.00009763648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033869554,0.00003873012,0.00023059089,0.00005125971,0.0008438521,0.000009681576,0.00018670036,0.00012364663,0.00048258976],"category_scores_gemma":[0.000013306901,0.00013217964,0.000049304792,0.00026342797,0.000116490846,0.0002530504,0.00017637065,0.000400169,0.00010233407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032726613,0.00019596389,0.8701788,0.00028581644,0.000031429165,0.00004091435,0.004620329,7.145332e-7,0.00040223263,0.00004424682,0.03239463,0.09177216],"study_design_scores_gemma":[0.0012674496,0.000033386816,0.97891086,0.00022781196,0.000005916309,0.0000036340211,0.006245838,0.000019806992,1.15757935e-7,0.00011620809,0.013056483,0.00011249787],"about_ca_topic_score_codex":0.4276198,"about_ca_topic_score_gemma":0.9661942,"teacher_disagreement_score":0.5385744,"about_ca_system_score_codex":0.00012313585,"about_ca_system_score_gemma":0.00018223448,"threshold_uncertainty_score":0.64903134},"labels":[],"label_agreement":null},{"id":"W2294582935","doi":"10.1371/journal.pone.0150736","title":"Minimum Wage and Overweight and Obesity in Adult Women: A Multilevel Analysis of Low and Middle Income Countries","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Medical Research Council; Institute for Digital Research and Education, University of California, Los Angeles; Canadian Institutes of Health Research","keywords":"Overweight; Obesity; Demography; Anthropometry; Confounding; Logistic regression; Medicine; Minimum wage; Wage; Economics; Labour economics; Endocrinology; Internal medicine","score_opus":0.042299548844421185,"score_gpt":0.3021826541450947,"score_spread":0.25988310530067354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294582935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754554,0.0004449218,0.0000031831073,0.0013396736,0.000015662401,0.00031151992,0.00014626974,0.00001804748,0.00017517648],"genre_scores_gemma":[0.9963555,0.0019492572,0.0000986669,0.00019725396,0.000024335548,0.00007031221,0.000002506137,0.00000864515,0.001293537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988844,0.000110092704,0.00033093515,0.00022172728,0.00016974939,0.00028310984],"domain_scores_gemma":[0.99892,0.0006059225,0.00012783827,0.00013980425,0.0001241213,0.00008228905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026731766,0.0001209886,0.00051543786,0.00021531706,0.00019286026,0.0000044052367,0.00004339673,0.000090842674,0.0000962402],"category_scores_gemma":[0.00020214562,0.00008201746,0.000017548935,0.00017513317,0.00016789201,0.00011258772,0.00017478755,0.00009546316,0.000004226721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093177936,0.00021224303,0.9868518,0.0010038322,0.0005545665,0.0000020370223,0.010398961,8.889636e-9,0.00051109446,0.00028915112,0.000018227756,0.00006487452],"study_design_scores_gemma":[0.0014554579,0.00008241969,0.99476343,0.0017155667,0.00022548549,4.7200732e-8,0.001034975,0.00006488553,0.0002684239,0.00024383186,0.000028264561,0.00011721692],"about_ca_topic_score_codex":0.00021615939,"about_ca_topic_score_gemma":0.00123009,"teacher_disagreement_score":0.009363986,"about_ca_system_score_codex":0.000053253374,"about_ca_system_score_gemma":0.000021883901,"threshold_uncertainty_score":0.3344575},"labels":[],"label_agreement":null},{"id":"W2294925365","doi":"10.3917/risa.814.0755","title":"Les agents de première ligne : Analyse de l’influence de l’importance perçue de sa fonction par le travailleur, de son engagement et de son implication professionnelle sur sa motivation de service public","year":2015,"lang":"fr","type":"article","venue":"Revue Internationale des Sciences Administratives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Psychology; Sociology; Philosophy","score_opus":0.21529548155015843,"score_gpt":0.4328351163833968,"score_spread":0.21753963483323835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294925365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402219,0.0017602843,0.016045965,0.03610869,0.00021458017,0.0008503454,0.00007732389,0.00011345456,0.004607443],"genre_scores_gemma":[0.9806017,0.0018320557,0.010979334,0.0010110296,0.0003903662,0.00050444226,0.00007829111,0.000038967584,0.0045637763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938992,0.0025724838,0.00091055356,0.00075044396,0.0005776824,0.001289634],"domain_scores_gemma":[0.9960501,0.0012197929,0.0009093495,0.0003146032,0.00093869213,0.0005674538],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006726013,0.00040964546,0.00037749793,0.0002734128,0.0022591082,0.00024284452,0.0008165,0.00035994616,0.00018516363],"category_scores_gemma":[0.0035593936,0.00042350078,0.0001428367,0.0008040317,0.00064346596,0.0014098475,0.00021833665,0.0007352186,0.000018562181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008051624,0.00061481644,0.90498453,0.00051428966,0.000121426274,0.000015979842,0.0704695,0.0028126233,0.006936724,0.008697042,0.0021984484,0.0025541196],"study_design_scores_gemma":[0.0007849052,0.0004197384,0.90452456,0.0014435701,0.00009419168,0.000072623305,0.053453792,0.019979725,0.0041286885,0.010926575,0.0037571574,0.0004144553],"about_ca_topic_score_codex":0.005510839,"about_ca_topic_score_gemma":0.014627515,"teacher_disagreement_score":0.040379826,"about_ca_system_score_codex":0.0038820582,"about_ca_system_score_gemma":0.0072120773,"threshold_uncertainty_score":0.9999419},"labels":[],"label_agreement":null},{"id":"W2295139512","doi":"10.1093/aje/kwv249","title":"Health Behaviors, Mental Health, and Health Care Utilization Among Single Mothers After Welfare Reforms in the 1990s","year":2016,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health; National Center for Chronic Disease Prevention and Health Promotion; University of Toronto; London School of Hygiene and Tropical Medicine","keywords":"Single mothers; Welfare; Confidence interval; Demography; Welfare reform; Health care; Medicine; Mental health; Psychology; Gerontology; Environmental health; Psychiatry; Economics; Developmental psychology; Economic growth","score_opus":0.0851423902974181,"score_gpt":0.44365367660057536,"score_spread":0.35851128630315726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295139512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54444027,0.008688536,0.00022787733,0.4456119,0.0003596561,0.00052233867,0.000034590423,0.000014252336,0.000100568766],"genre_scores_gemma":[0.96160585,0.0056382744,0.00037752063,0.032082003,0.0001773463,0.000036157984,0.00001493617,0.000023276016,0.000044619497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929531,0.0041653416,0.0016500234,0.00024331594,0.00016376437,0.0008244535],"domain_scores_gemma":[0.9964219,0.0007194227,0.0022431845,0.00021985231,0.00009370752,0.0003019426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049350737,0.0001966338,0.0010487427,0.00019309325,0.00067045115,0.00000255868,0.00018980126,0.00006834398,0.000043782264],"category_scores_gemma":[0.00035555544,0.00009601148,0.000095895906,0.0002143804,0.00053874566,0.00014156055,0.000071471295,0.00046000985,0.0000031610623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012936801,0.000042057243,0.82887274,0.000051509876,0.000020484986,0.0000026849996,0.029812805,3.2823436e-7,8.1561996e-7,0.00037369263,0.0065337615,0.13415977],"study_design_scores_gemma":[0.000869497,0.0033782844,0.873477,0.00059495453,0.0000059411473,0.000024514087,0.0762951,6.4748957e-7,1.9604896e-7,0.00024526444,0.044997852,0.00011078918],"about_ca_topic_score_codex":0.006440416,"about_ca_topic_score_gemma":0.006894913,"teacher_disagreement_score":0.41716558,"about_ca_system_score_codex":0.0008607932,"about_ca_system_score_gemma":0.00034562463,"threshold_uncertainty_score":0.97360253},"labels":[],"label_agreement":null},{"id":"W2295919764","doi":"10.1017/sjp.2015.28","title":"Inequalities in Mental Health in the Spanish Autonomous Communities: A Multilevel Study","year":2015,"lang":"en","type":"article","venue":"The Spanish Journal of Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Socioeconomic status; Multilevel model; Inequality; Logistic regression; Psychology; Variables; General Health Questionnaire; Odds ratio; Demography; Confidence interval; Unemployment; Gerontology; Environmental health; Medicine; Psychiatry; Population; Sociology; Statistics","score_opus":0.2934240537907139,"score_gpt":0.5157650752210715,"score_spread":0.2223410214303576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295919764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91226745,0.0010159806,0.00002804224,0.080065414,0.0015164848,0.0010268219,0.00002121112,0.0000149964035,0.004043599],"genre_scores_gemma":[0.98601943,0.00040710153,0.00005612624,0.012826966,0.00031772532,0.00005039678,0.000004560971,0.000020426558,0.00029727124],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9921517,0.005537516,0.0013108072,0.00011555217,0.000323737,0.0005607187],"domain_scores_gemma":[0.9978889,0.0007287764,0.00073113834,0.00041507307,0.0001511016,0.000084989435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008547454,0.0001898742,0.0005897533,0.00020945762,0.0005472098,0.000015719406,0.00091916096,0.000091370246,0.000091269176],"category_scores_gemma":[0.00013908069,0.00010708077,0.000070814785,0.00022600245,0.00019950667,0.00012970589,0.00020121921,0.0015757438,0.000031940453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003692731,0.00092793297,0.2717665,0.00001822676,0.000076788165,0.0000290236,0.6564279,0.000009041841,0.0000026865398,0.0012526568,0.067504115,0.0016158157],"study_design_scores_gemma":[0.004759686,0.0014863306,0.36355558,0.00013588982,0.000012454491,0.000057635905,0.59985137,0.000007827388,1.5760767e-7,0.0036328493,0.026398027,0.000102175676],"about_ca_topic_score_codex":0.0046353242,"about_ca_topic_score_gemma":0.01745977,"teacher_disagreement_score":0.09178907,"about_ca_system_score_codex":0.00024612597,"about_ca_system_score_gemma":0.00032672347,"threshold_uncertainty_score":0.97429615},"labels":[],"label_agreement":null},{"id":"W2297027965","doi":"10.1111/cag.12237","title":"High‐skilled immigrants—low‐skilled jobs: Challenging everyday health","year":2015,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immigration; Key (lock); Demographic economics; Psychology; Labour economics; Business; Gerontology; Medicine; Political science; Economics; Computer science","score_opus":0.026158675345225167,"score_gpt":0.29063643094773517,"score_spread":0.26447775560251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297027965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92769843,0.016360497,0.000010795005,0.03707276,0.007076984,0.0024620406,0.0006181278,0.0007609809,0.007939383],"genre_scores_gemma":[0.9769346,0.010242581,0.00014593551,0.007040941,0.00092343596,0.00071633124,0.0003408501,0.0001934812,0.0034618466],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99178165,0.00071024016,0.0014651521,0.0011387129,0.00067524594,0.0042290264],"domain_scores_gemma":[0.99260026,0.00047738038,0.0005615702,0.0011264764,0.0008162573,0.004418083],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015616961,0.0009799874,0.0014828973,0.005730412,0.0046835714,0.00007430143,0.00088916137,0.0004862102,0.00033878523],"category_scores_gemma":[0.00051708927,0.0009421713,0.00053060555,0.00548365,0.0011131647,0.00045730852,0.00019761246,0.0010234043,0.00017990259],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109858905,0.00007579581,0.57645375,0.00041453875,0.0008764288,0.00018877636,0.03267388,0.000033122487,0.000003966338,0.027525747,0.3555296,0.0061145304],"study_design_scores_gemma":[0.0047565685,0.00068325823,0.35249287,0.001118711,0.0001694116,0.000027465427,0.19416773,0.000016163545,0.0000040196387,0.0056114392,0.43873718,0.0022151768],"about_ca_topic_score_codex":0.92945284,"about_ca_topic_score_gemma":0.9964999,"teacher_disagreement_score":0.22396089,"about_ca_system_score_codex":0.00078498514,"about_ca_system_score_gemma":0.0017340508,"threshold_uncertainty_score":0.99930286},"labels":[],"label_agreement":null},{"id":"W2297300201","doi":"","title":"Inequality, Employment, and Migration in Oregon: a regression-based decomposition","year":2015,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inequality; Decomposition; Regression; Economics; Econometrics; Mathematics; Statistics; Chemistry","score_opus":0.08539619564831433,"score_gpt":0.38827314664752266,"score_spread":0.3028769509992083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297300201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912237,0.0002495865,0.0022653933,0.003985659,0.0001998966,0.00041120136,0.00002254781,0.00007371659,0.0015683257],"genre_scores_gemma":[0.9983743,0.000041863525,0.00044831983,0.00021815009,0.000057134348,0.0000028157292,0.00007755763,0.000011690951,0.000768211],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99848086,0.0004295202,0.00025608233,0.00026527786,0.0002790832,0.00028919778],"domain_scores_gemma":[0.9989374,0.00023553209,0.00025315065,0.00020791726,0.00022172765,0.00014424916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068860606,0.0001525675,0.0003095715,0.00023635612,0.0005420825,0.00000948883,0.00013467147,0.00015618843,0.00008932821],"category_scores_gemma":[0.00008542165,0.00015833764,0.000057708792,0.0002773084,0.00016476761,0.00029638963,0.00016740376,0.00022812985,0.00003807047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025766232,0.00009841225,0.92635113,0.000105936146,0.000027752467,0.0000100129555,0.011232187,0.000018702456,0.000015615487,0.056795858,0.005024977,0.000061737795],"study_design_scores_gemma":[0.0028009287,0.00016378086,0.19048052,0.00023092102,0.000039530023,6.5199447e-7,0.018796384,0.00028388045,0.0000010106032,0.7858299,0.0011835521,0.00018895614],"about_ca_topic_score_codex":0.0037658622,"about_ca_topic_score_gemma":0.020136958,"teacher_disagreement_score":0.7358706,"about_ca_system_score_codex":0.0002549312,"about_ca_system_score_gemma":0.00016626925,"threshold_uncertainty_score":0.997743},"labels":[],"label_agreement":null},{"id":"W2297446184","doi":"10.3406/oss.2004.1000","title":"La protection défaillante de la santé des travailleurs autonomes et des sous-traitants en droit québécois de la santé au travail","year":2004,"lang":"fr","type":"article","venue":"Santé Société et Solidarité","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.026107877214914844,"score_gpt":0.40613819543147134,"score_spread":0.3800303182165565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297446184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81928587,0.01978729,0.005953784,0.0032138703,0.0009724905,0.0019611232,0.0004513357,0.0007801467,0.1475941],"genre_scores_gemma":[0.96124536,0.028031882,0.0025958868,0.0012673923,0.001162719,0.00058540876,0.00003837718,0.00031839238,0.0047546024],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98094463,0.013027557,0.0014349096,0.0011154627,0.0006932236,0.0027841995],"domain_scores_gemma":[0.99256915,0.005227336,0.0006354246,0.00062105956,0.00029448612,0.00065256684],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.010008623,0.0011674201,0.0014040454,0.00036352756,0.0029955897,0.00029806237,0.0006736329,0.0022543957,0.000868227],"category_scores_gemma":[0.0022552204,0.0012092906,0.00067816075,0.0006670005,0.0036457207,0.00070328754,0.0003683712,0.0036308882,0.00021915392],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041493462,0.0013804451,0.07277143,0.0024742407,0.0012110191,0.0003391718,0.5858342,0.00015853057,0.001814211,0.017966459,0.0034821872,0.3121532],"study_design_scores_gemma":[0.0054818788,0.00063559605,0.6148562,0.0032151581,0.00059972145,0.00037914328,0.17833872,0.0000786638,0.0005286798,0.12829718,0.066042505,0.0015465538],"about_ca_topic_score_codex":0.033356775,"about_ca_topic_score_gemma":0.04752796,"teacher_disagreement_score":0.54208475,"about_ca_system_score_codex":0.0039952085,"about_ca_system_score_gemma":0.0042629745,"threshold_uncertainty_score":0.9998283},"labels":[],"label_agreement":null},{"id":"W2298982224","doi":"10.60082/0829-3929.1227","title":"Book Review: The Healing Journey: Intimate Partner Abuse and Its Implications in the Labour Market, by Linda DeRiviere","year":2016,"lang":"en","type":"article","venue":"Journal of Law and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Criminology; Psychology; Sociology","score_opus":0.05312465136043509,"score_gpt":0.4357176441346551,"score_spread":0.38259299277422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298982224","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05580561,0.08956009,0.0000069743746,0.8495673,0.00010028505,0.00042909486,0.000042793094,0.0000071412787,0.0044807014],"genre_scores_gemma":[0.26634023,0.44757876,0.0000061274864,0.27642283,0.0024602711,0.000052066225,0.0000011413408,0.000021760265,0.007116829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984471,0.0005840286,0.00049499475,0.00007086593,0.00013726014,0.00026570386],"domain_scores_gemma":[0.99894494,0.00041210937,0.00037003309,0.00007506148,0.00014176982,0.000056113997],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013975769,0.00009702815,0.00025954653,0.000033542303,0.0013045452,0.000018556428,0.00014335406,0.00006800509,0.000060945476],"category_scores_gemma":[0.00012439997,0.000037655773,0.00005839916,0.00009035398,0.00010493152,0.00016399175,0.00005113335,0.00034931515,0.0000037675654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002205598,0.00002595521,0.0029028014,0.00022266155,0.000048596772,0.0000014417018,0.013962172,7.1935355e-9,0.000047603105,0.056288294,0.9239785,0.002499875],"study_design_scores_gemma":[0.00048218106,0.000026776495,0.019706113,0.0005619009,0.000032509266,0.000007842471,0.0006687809,1.8018129e-7,0.0000017511361,0.0021950342,0.9762599,0.00005706395],"about_ca_topic_score_codex":0.00017814418,"about_ca_topic_score_gemma":0.00017687603,"teacher_disagreement_score":0.5731445,"about_ca_system_score_codex":0.000052626267,"about_ca_system_score_gemma":0.00008952191,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W2299015058","doi":"10.2139/ssrn.2586420","title":"The Evolution of Hourly Compensation in Canada between 1980 and 2010","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Environmental science; Economics; Econometrics; Geography","score_opus":0.03373559467755724,"score_gpt":0.3287904892007628,"score_spread":0.29505489452320555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299015058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882498,0.0042548296,0.00014569676,0.0060350047,0.0003093542,0.00015215433,0.0000032727874,0.0000041671024,0.00084571616],"genre_scores_gemma":[0.9979012,0.00092825096,0.0000034570967,0.00002339811,0.00017465277,0.000004462679,0.0000017929535,0.000005957005,0.00095682626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998122,0.00026281938,0.00031124754,0.00006250113,0.00020297349,0.0010384994],"domain_scores_gemma":[0.9993342,0.00021775317,0.00019496777,0.00006532296,0.00012682147,0.00006089017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024684116,0.000062143605,0.00013854245,0.000042032905,0.00042061484,0.0000033040458,0.00008806013,0.000035675177,0.0000017980004],"category_scores_gemma":[0.00012552968,0.00004139647,0.000014042172,0.00009456121,0.00003073066,0.000065447704,0.000034714132,0.001089419,0.0000022001718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000023576322,0.000002896514,0.9647118,0.0000038514036,0.000030336265,2.1417628e-7,0.00053539046,0.000002453418,0.0000059547115,0.031008007,0.0010343003,0.002641238],"study_design_scores_gemma":[0.0008112088,0.000106254054,0.8564452,0.00003660054,0.000016472895,0.0000034227396,0.028360976,0.000017258631,0.000001919734,0.11224255,0.0018997312,0.00005841013],"about_ca_topic_score_codex":0.8395015,"about_ca_topic_score_gemma":0.9930396,"teacher_disagreement_score":0.15353811,"about_ca_system_score_codex":0.0045168186,"about_ca_system_score_gemma":0.0118173575,"threshold_uncertainty_score":0.99930465},"labels":[],"label_agreement":null},{"id":"W2299373560","doi":"10.1186/s12916-016-0590-x","title":"Policy implications of marked reversals of population life expectancy caused by substance use","year":2016,"lang":"en","type":"editorial","venue":"BMC Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Research Canada; Canada Research Chairs; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Seventh Framework Programme; European Commission","keywords":"Life expectancy; Medicine; Expectancy theory; Population; Public health; Soviet union; Development economics; Gerontology; Economic growth; Demography; Environmental health; Psychology; Political science; Social psychology; Economics; Sociology; Politics","score_opus":0.07151992309043695,"score_gpt":0.435847434768116,"score_spread":0.3643275116776791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299373560","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023949262,0.005970237,0.00080484553,0.01807755,0.93589944,0.0040865634,0.0045388653,0.0002542742,0.006418993],"genre_scores_gemma":[0.03783802,0.005245759,0.000109636516,0.000293299,0.91914207,0.00045916406,0.0028110524,0.0001380389,0.033962935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630034,0.000501901,0.0016146534,0.00041254656,0.0007471167,0.00042341693],"domain_scores_gemma":[0.99018896,0.0060717915,0.0018184823,0.00083329994,0.0009226129,0.00016486198],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007711917,0.00032192437,0.0011902913,0.0003048995,0.00024637976,0.0000013312737,0.00029788972,0.0006568906,0.00035872316],"category_scores_gemma":[0.013391786,0.00022258708,0.00010457452,0.00038102808,0.0001947427,0.000108040884,0.00007893799,0.0004323222,0.000012291185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011416518,0.00002784251,0.10948958,0.00080295873,0.00008251626,1.5825661e-7,0.0010681021,2.9625138e-8,0.00046335626,0.0007938584,0.88709885,0.000058557674],"study_design_scores_gemma":[0.0048949244,0.0002513967,0.22501443,0.0075678,0.00034351548,5.7444304e-8,0.0006000657,3.95873e-7,0.000018772198,0.001681326,0.7592167,0.00041059026],"about_ca_topic_score_codex":0.005087999,"about_ca_topic_score_gemma":0.001999848,"teacher_disagreement_score":0.12788215,"about_ca_system_score_codex":0.00023535632,"about_ca_system_score_gemma":0.00063749583,"threshold_uncertainty_score":0.9949188},"labels":[],"label_agreement":null},{"id":"W2299573647","doi":"10.1080/14774003.2008.11667721","title":"Falling through the Legal Cracks: The Pitfalls of Using Workers Compensation Data as Indicators of Work-Related Injuries and Illnesses","year":2008,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université du Québec à Montréal","funders":"","keywords":"Compensation (psychology); Workers' compensation; Falling (accident); Work (physics); Occupational safety and health; Plaintiff; Occupational injury; Relevance (law); Human factors and ergonomics; Perspective (graphical); Injury prevention; Poison control; Actuarial science; Business; Environmental health; Medicine; Forensic engineering; Demographic economics; Psychology; Engineering; Economics; Law; Political science; Social psychology; Computer science","score_opus":0.1297870988375733,"score_gpt":0.4698155173305714,"score_spread":0.34002841849299814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299573647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88267595,0.0116967615,0.000033948312,0.101424076,0.00014419612,0.00072204624,0.000035865705,0.0000125197885,0.0032546225],"genre_scores_gemma":[0.9591841,0.037474245,0.00023141323,0.0029421253,0.00008779276,0.0000080560785,0.000013551716,0.000008782223,0.000049898674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972999,0.001303236,0.00075461925,0.00018812744,0.00016921884,0.00028489257],"domain_scores_gemma":[0.99037766,0.0084813675,0.00074771524,0.00026057192,0.000063692976,0.00006900683],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021986312,0.000119498975,0.00030060633,0.00008461297,0.001689791,0.000008503748,0.00012825418,0.00009302341,0.000006685975],"category_scores_gemma":[0.0035668218,0.00007188777,0.000013130202,0.00046905078,0.0005467072,0.0005229008,0.0002553769,0.00047019435,5.456101e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018119809,0.0000905511,0.7256774,0.0008677068,0.00014297353,0.0000023356104,0.21328941,0.000037239268,0.0000031996867,0.039970458,0.0008957245,0.017211076],"study_design_scores_gemma":[0.001913825,0.00025499545,0.68653834,0.0015928686,0.00010424298,0.00003919374,0.12564,0.00008898314,0.0000054765014,0.00480721,0.1787237,0.00029117978],"about_ca_topic_score_codex":0.035781156,"about_ca_topic_score_gemma":0.0005471161,"teacher_disagreement_score":0.17782797,"about_ca_system_score_codex":0.000027737691,"about_ca_system_score_gemma":0.0005621267,"threshold_uncertainty_score":0.9996099},"labels":[],"label_agreement":null},{"id":"W2300867868","doi":"","title":"Temporary employment and the quality of temporary jobs","year":2011,"lang":"en","type":"article","venue":"New Zealand journal of employment relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Casual; Quarter (Canadian coin); Agency (philosophy); Business; Project commissioning; Demographic economics; Quality (philosophy); Labour economics; Publishing; Economics; Political science; Geography; Sociology","score_opus":0.12331830379886412,"score_gpt":0.39623772895213577,"score_spread":0.27291942515327167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300867868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95349586,0.0031242028,0.0003129619,0.017446343,0.0008470669,0.0009699114,0.000023805322,0.000040653,0.023739219],"genre_scores_gemma":[0.9685797,0.00095790304,0.00048916676,0.0005271506,0.0004283315,0.000026194597,0.0000104350265,0.00003209071,0.028949022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961499,0.0008579684,0.0019661598,0.00017443247,0.00053459965,0.00031692474],"domain_scores_gemma":[0.9963598,0.0010522541,0.0017325233,0.00031907763,0.0003204125,0.00021593344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024448116,0.00022118837,0.00067256275,0.00019977051,0.00062057545,0.000009418898,0.0002534435,0.00014721084,0.00050507963],"category_scores_gemma":[0.00025474068,0.00012936757,0.00023172822,0.00022979823,0.0002611558,0.0003072499,0.00017170887,0.0006481371,0.000016340742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005566827,0.00015754465,0.9020088,0.000025463778,0.00029824756,0.0000039510023,0.009819982,0.0000019638132,0.000031512114,0.0091633005,0.07731425,0.00061831676],"study_design_scores_gemma":[0.0066612707,0.00043930733,0.915309,0.0002936669,0.00016632112,0.000008495485,0.0019102911,0.0000021452388,0.000035364603,0.021213206,0.05379082,0.00017008348],"about_ca_topic_score_codex":0.0032469092,"about_ca_topic_score_gemma":0.0003165739,"teacher_disagreement_score":0.023523435,"about_ca_system_score_codex":0.00006227141,"about_ca_system_score_gemma":0.00037780512,"threshold_uncertainty_score":0.5530268},"labels":[],"label_agreement":null},{"id":"W2301532425","doi":"10.1080/19187033.2007.11675088","title":"The National Children’s Agenda: A Neoliberal Wolf in Lamb’s Clothing","year":2007,"lang":"en","type":"article","venue":"Studies in Political Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clothing; Neoliberalism (international relations); Political science; Political economy; Sociology; Law","score_opus":0.11271871642364571,"score_gpt":0.4694319581222561,"score_spread":0.35671324169861035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301532425","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3235351,0.0017195854,0.000014891633,0.041961517,0.0010445525,0.00080751977,0.000015101872,0.00007481227,0.6308269],"genre_scores_gemma":[0.98433995,0.00009741359,0.000056384284,0.012038214,0.0008878383,0.00020238456,0.0000036328022,0.000017583514,0.0023565998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973569,0.00017460049,0.0007863486,0.00026870662,0.00014390385,0.0012695548],"domain_scores_gemma":[0.9969707,0.002616934,0.00008403793,0.00011997586,0.00012309273,0.00008523587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019566345,0.00017545237,0.0003256469,0.00013641283,0.00084503234,0.000009443943,0.00017794008,0.00010028246,0.000040820934],"category_scores_gemma":[0.00076095987,0.00012788898,0.000063824344,0.00015255877,0.00045269352,0.000115000956,0.00035394626,0.0006365834,0.00009900144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002331341,0.000029104547,0.33561742,0.000025108753,0.00005626824,0.0000060759035,0.00425869,7.1510414e-7,1.8405379e-7,0.65044683,0.009290362,0.00024589835],"study_design_scores_gemma":[0.00131816,0.00003864926,0.61467224,0.00013596915,0.00000884927,0.0000027270619,0.013772589,0.000009430755,0.000004003359,0.2941903,0.075611606,0.00023550296],"about_ca_topic_score_codex":0.00048082895,"about_ca_topic_score_gemma":0.0036800613,"teacher_disagreement_score":0.6608048,"about_ca_system_score_codex":0.0009126938,"about_ca_system_score_gemma":0.0001260319,"threshold_uncertainty_score":0.6499391},"labels":[],"label_agreement":null},{"id":"W2302180749","doi":"","title":"Facility Turnover and Vacancy Rates of Registered Nurses: Do They Predict How Nurses Are Recruited?","year":2009,"lang":"en","type":"article","venue":"Asia Pacific Journal of Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turnover; Health care; Business; Healthcare industry; Nursing; Economic shortage; Medicine; Management; Economics; Economic growth; Government (linguistics)","score_opus":0.09290610725384293,"score_gpt":0.4107057481801264,"score_spread":0.31779964092628343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302180749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6435358,0.03305785,0.00049519725,0.24044387,0.006032849,0.0064565716,0.00027442753,0.00014593711,0.06955753],"genre_scores_gemma":[0.9882924,0.0066591226,0.00018096202,0.00046080732,0.00015360798,0.000020403215,0.0000073132264,0.000013741242,0.0042116344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632484,0.00075472216,0.0014397049,0.00029755165,0.0005709883,0.0006121848],"domain_scores_gemma":[0.99655837,0.00018759593,0.002288179,0.00042089183,0.0003361611,0.00020880568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021220911,0.00027226482,0.00084717124,0.00028512385,0.0005776518,0.000025233328,0.00024991797,0.00010429314,0.00005033753],"category_scores_gemma":[0.00012762405,0.00020101314,0.0001327952,0.0002150563,0.00009595597,0.0002486794,0.000078997335,0.00053388847,0.000006201821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006479065,0.00049805886,0.53080827,0.0026662797,0.00053632096,0.000057198962,0.019851571,0.000004612939,0.000012895695,0.0038126102,0.28255102,0.15855323],"study_design_scores_gemma":[0.0020915067,0.001013017,0.7565545,0.0023811604,0.00010283449,0.000009588203,0.077148475,0.0000019631311,0.000005726546,0.0046369755,0.15585904,0.00019522622],"about_ca_topic_score_codex":0.000048430724,"about_ca_topic_score_gemma":0.00004467373,"teacher_disagreement_score":0.34475663,"about_ca_system_score_codex":0.00021810795,"about_ca_system_score_gemma":0.00012966956,"threshold_uncertainty_score":0.8197078},"labels":[],"label_agreement":null},{"id":"W2302748089","doi":"","title":"Labor Day in the United States and Canada","year":2015,"lang":"zh","type":"article","venue":"第二课堂：高中版","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.06817142027546366,"score_gpt":0.3750453343380377,"score_spread":0.306873914062574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302748089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85852534,0.0030965738,0.0000016716511,0.12533787,0.0011008014,0.00063256815,0.00022301552,0.000026970387,0.0110551985],"genre_scores_gemma":[0.9696457,0.002103491,0.000012427323,0.018954257,0.0003772005,0.000066580185,0.00016074574,0.000030304189,0.008649299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973772,0.0010011803,0.00040027086,0.00024359472,0.0003726163,0.0006051066],"domain_scores_gemma":[0.9979823,0.0012088695,0.00012295687,0.0003021213,0.00020189985,0.00018180365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011991845,0.0002177204,0.000286995,0.00009774951,0.00054395455,0.000025814354,0.00022539715,0.000118880154,0.000093768926],"category_scores_gemma":[0.0005147419,0.00014379378,0.000017541572,0.00044186492,0.00010910279,0.00007117503,0.00019313506,0.000561576,0.000042122872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029137023,0.0000424008,0.46457708,0.00009474939,0.000036220998,0.00004036277,0.043941464,0.000007035451,7.7497765e-7,0.004453381,0.48644838,0.0003290216],"study_design_scores_gemma":[0.0011368606,0.00009583191,0.24663298,0.00018596361,0.000037990238,9.3679284e-7,0.07973129,0.00007859913,0.0000014229369,0.0021481463,0.66974443,0.00020556185],"about_ca_topic_score_codex":0.945899,"about_ca_topic_score_gemma":0.9762687,"teacher_disagreement_score":0.2179441,"about_ca_system_score_codex":0.0002047086,"about_ca_system_score_gemma":0.00090027164,"threshold_uncertainty_score":0.58637404},"labels":[],"label_agreement":null},{"id":"W2305832034","doi":"","title":"Who Is Working For Minimum Wage In Ontario","year":2013,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Minimum wage; Labour economics; Business; Economics","score_opus":0.11590639684970526,"score_gpt":0.3949924761440415,"score_spread":0.2790860792943362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305832034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76866496,0.00004719299,0.00006095916,0.014315272,0.0003850506,0.0011514399,9.40307e-7,0.000047592133,0.21532659],"genre_scores_gemma":[0.6567453,0.0000086939435,0.00035799827,0.004374046,0.00010205518,0.0005003322,0.0000033429237,0.0000114157965,0.33789682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991461,0.000031448115,0.00024996942,0.00014143388,0.00006406826,0.0003669935],"domain_scores_gemma":[0.9995135,0.00024538377,0.00004368552,0.000113976355,0.000046259367,0.0000372034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015661215,0.00008171137,0.00016203435,0.000047529935,0.00029916334,0.0000056994627,0.000070210524,0.0000778889,0.005205675],"category_scores_gemma":[0.00002272554,0.000061188264,0.00003736457,0.000052662963,0.000012536091,0.0000690713,0.00007832236,0.00019272925,0.0004631079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006071831,0.000011265875,0.74890095,0.000014157011,0.00000841436,1.894007e-7,0.009459326,3.4080372e-8,0.0000120178765,0.0013274169,0.23912556,0.0011345755],"study_design_scores_gemma":[0.00070151594,0.00003190146,0.67421925,0.00013725141,0.000004777052,2.1751891e-8,0.0030545748,0.000018820676,0.000013703466,0.0029376836,0.31877565,0.00010484914],"about_ca_topic_score_codex":0.14926587,"about_ca_topic_score_gemma":0.60408884,"teacher_disagreement_score":0.45482296,"about_ca_system_score_codex":0.00012292691,"about_ca_system_score_gemma":0.00006278142,"threshold_uncertainty_score":0.9957037},"labels":[],"label_agreement":null},{"id":"W2308136429","doi":"10.11575/prism/22074","title":"Canadian labour market adjustment: CUSTA and beyond","year":2002,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Economics; Business","score_opus":0.0143802413104088,"score_gpt":0.2663926144293582,"score_spread":0.25201237311894936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308136429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15117204,0.004329943,0.00004575442,0.0037712825,0.0009410716,0.00094266195,0.00002862705,0.00006778805,0.83870083],"genre_scores_gemma":[0.008339732,0.005793248,0.0007326743,0.00042511156,0.00006264933,0.000003003418,0.0004321428,0.00003769967,0.9841737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987738,0.00014058464,0.0001775472,0.00028697064,0.00020537172,0.0004157096],"domain_scores_gemma":[0.9990624,0.00009062025,0.00023950358,0.00020261107,0.00014805932,0.00025676034],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014908162,0.00020848471,0.0003952216,0.00032239134,0.0009836882,0.000003287145,0.00020093725,0.00044808487,0.005722428],"category_scores_gemma":[0.000026376641,0.00025047423,0.0000766238,0.00012049836,0.00005428665,0.00010434501,0.00007572917,0.0005198844,0.0000917708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018197243,0.000056718272,0.026891332,0.0016198065,0.00039309112,0.000087155444,0.033718564,8.587645e-9,0.000010112118,0.0067240745,0.793363,0.1369542],"study_design_scores_gemma":[0.00091681594,0.00005681055,0.46308362,0.0002894173,0.00022826002,3.4558653e-7,0.00699179,0.000092944174,0.0000010125281,0.0007754183,0.5272386,0.000324959],"about_ca_topic_score_codex":0.3218643,"about_ca_topic_score_gemma":0.27524522,"teacher_disagreement_score":0.43619227,"about_ca_system_score_codex":0.00023622316,"about_ca_system_score_gemma":0.0003010859,"threshold_uncertainty_score":0.99999475},"labels":[],"label_agreement":null},{"id":"W2308549181","doi":"10.1007/978-1-4899-7627-7_22","title":"Economic Perspectives on Return to Work Interventions","year":2015,"lang":"en","type":"book-chapter","venue":"Handbooks in health, work, and disability","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Psychological intervention; Work (physics); Economics; Business; Psychology; Engineering; Mechanical engineering","score_opus":0.16306969197114463,"score_gpt":0.4402767589093421,"score_spread":0.27720706693819747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308549181","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031756654,0.027213022,0.000041492447,0.04236082,0.0034426735,0.007336764,0.00036558646,0.00032727202,0.8871557],"genre_scores_gemma":[0.28173408,0.003851175,0.00018394818,0.0017740665,0.0017892474,0.00081759813,0.00009591719,0.00017734422,0.7095766],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962619,0.00040753064,0.0013971479,0.000991293,0.0002308892,0.00071125117],"domain_scores_gemma":[0.99736476,0.0008843458,0.0004054089,0.0007428818,0.00010643862,0.0004961517],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019936243,0.0005016271,0.001074144,0.0001632208,0.00072733883,0.000020725804,0.00020603024,0.00048323895,0.0010379927],"category_scores_gemma":[0.00022771483,0.0004509305,0.00025660673,0.00005396637,0.00043449664,0.00005619736,0.0003221319,0.0013825165,0.00034074963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021315413,0.00039857524,0.45051435,0.003944782,0.00019736809,0.000006467353,0.059890836,0.000016386737,4.1551857e-8,0.28858483,0.16302903,0.031285793],"study_design_scores_gemma":[0.0028620558,0.0014861495,0.079058245,0.028635949,0.00009399425,8.728682e-7,0.014103953,0.000001682271,2.217519e-7,0.15291178,0.7192538,0.001591303],"about_ca_topic_score_codex":0.0006016383,"about_ca_topic_score_gemma":0.009164158,"teacher_disagreement_score":0.55622476,"about_ca_system_score_codex":0.0021374812,"about_ca_system_score_gemma":0.00036009128,"threshold_uncertainty_score":0.9998752},"labels":[],"label_agreement":null},{"id":"W2311315659","doi":"10.1177/0730888415625332","title":"Underpaid but Satisfied","year":2016,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canada Research Chairs","keywords":"Job security; Situational ethics; Distributive justice; Demographic economics; Psychology; Job satisfaction; Feeling; Equity (law); Social psychology; Sample (material); Business; Actuarial science; Economic Justice; Political science; Economics; Work (physics)","score_opus":0.06572992421920144,"score_gpt":0.39545583766582254,"score_spread":0.3297259134466211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311315659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9345711,0.00027874883,0.0028858213,0.02737964,0.0005142926,0.00035980876,0.000030369347,0.00017521229,0.03380501],"genre_scores_gemma":[0.9759435,0.00014714936,0.00014184322,0.00062293746,0.00015126787,0.000076272234,0.000004150382,0.000007861201,0.022904992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993786,0.000075041346,0.00016066212,0.00011771752,0.00006728366,0.00020064467],"domain_scores_gemma":[0.99930835,0.00042346405,0.000046463443,0.00012026993,0.0000456723,0.000055806973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106897955,0.00006796674,0.000092915136,0.000038848597,0.00084864657,0.000003523154,0.000037227786,0.000055416578,0.00054896355],"category_scores_gemma":[0.000086230066,0.00004037221,0.000020171312,0.00009849684,0.000053995544,0.000056331977,0.00005594933,0.00007181649,0.0002568632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001521433,0.000008157444,0.92423993,0.0000071779386,0.000014142348,3.709e-7,0.00086573034,3.2054103e-8,0.000035860656,0.018928802,0.045917206,0.009967351],"study_design_scores_gemma":[0.00041162863,0.000015574775,0.9239833,0.00006768669,0.000012343318,5.8223765e-8,0.00037597003,2.1156247e-7,0.000005792053,0.003662789,0.07139074,0.00007391103],"about_ca_topic_score_codex":0.00005674843,"about_ca_topic_score_gemma":0.00026636786,"teacher_disagreement_score":0.041372426,"about_ca_system_score_codex":0.000023401144,"about_ca_system_score_gemma":0.000032426473,"threshold_uncertainty_score":0.6527189},"labels":[],"label_agreement":null},{"id":"W2311563242","doi":"10.2139/ssrn.2724362","title":"Informal Workerss Aggregation and Law","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Law; Political science","score_opus":0.01894285168986451,"score_gpt":0.33691860463904244,"score_spread":0.3179757529491779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311563242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93258333,0.003552944,0.0022401577,0.02667403,0.00063879363,0.00031091794,0.000002744103,0.00008862852,0.033908445],"genre_scores_gemma":[0.9789993,0.0064433673,0.000014730512,0.00047291713,0.00045036248,0.000011142331,6.968838e-7,0.000011329135,0.01359616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978379,0.00009788798,0.0002556,0.000085914595,0.00013893735,0.0015837855],"domain_scores_gemma":[0.9995144,0.00012952297,0.00014334456,0.0000723547,0.00007715919,0.00006320376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011343524,0.0000917421,0.00011600253,0.000046547884,0.0009952096,0.000008253487,0.00007566262,0.00007308786,0.000073635536],"category_scores_gemma":[0.00005507954,0.000052663992,0.000033590622,0.00005624477,0.00006369575,0.00031177784,0.000056682195,0.0008556224,0.00009620575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007306054,0.000007895169,0.11387293,0.000008216132,0.000085173786,7.3433836e-7,0.00076782785,6.865594e-8,0.000058801746,0.7778546,0.0007562292,0.10651443],"study_design_scores_gemma":[0.00530792,0.000670459,0.057477374,0.00062026334,0.00007703258,0.00009966639,0.011276617,0.000003671737,0.00006668748,0.6481438,0.27581543,0.00044102603],"about_ca_topic_score_codex":0.000082607134,"about_ca_topic_score_gemma":0.0027167753,"teacher_disagreement_score":0.27505922,"about_ca_system_score_codex":0.0003015219,"about_ca_system_score_gemma":0.00050406903,"threshold_uncertainty_score":0.7654448},"labels":[],"label_agreement":null},{"id":"W2312205184","doi":"10.7202/030404ar","title":"Prévention chômage","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025616938524056464,"score_gpt":0.35448230281021403,"score_spread":0.3288653642861576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312205184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7740612,0.023093123,0.00012684395,0.03241474,0.0052125817,0.001019058,0.00012396109,0.00017236735,0.1637761],"genre_scores_gemma":[0.72801507,0.00033682294,0.00010254647,0.00059261435,0.002183776,0.00009582916,0.00009386943,0.00004682331,0.26853266],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971278,0.0004905641,0.0006899723,0.00040657452,0.0003315291,0.0009535865],"domain_scores_gemma":[0.99897254,0.00024019465,0.00026961416,0.00032694003,0.00006946258,0.000121237805],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000518708,0.00032113347,0.00036107292,0.00009541051,0.0015558745,0.000018766728,0.00017395483,0.0002606531,0.006651515],"category_scores_gemma":[0.00004262112,0.00032057817,0.00020238753,0.00021130605,0.00033688886,0.00026491223,0.00022943894,0.0004541257,0.004030008],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007006588,0.0008392259,0.53959525,0.00092809,0.00014359594,0.000048596026,0.008691359,0.0000028158179,0.001011498,0.010992468,0.38517353,0.052503496],"study_design_scores_gemma":[0.0013197641,0.00015991884,0.38727605,0.0007049517,0.00015108657,0.0000047337944,0.005328263,0.000014673314,0.0004883336,0.0016872734,0.60250425,0.00036070624],"about_ca_topic_score_codex":0.5789299,"about_ca_topic_score_gemma":0.66668624,"teacher_disagreement_score":0.21733071,"about_ca_system_score_codex":0.0018831206,"about_ca_system_score_gemma":0.0007803702,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W2312393842","doi":"","title":"Exploitation, Stagnant Wages and Underemployment in Advanced Capitalism: A Canadian Perspective","year":2016,"lang":"en","type":"article","venue":"Alternate routes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underemployment; Labour economics; Economics; Context (archaeology); Productivity; Perspective (graphical); Unemployment; Macroeconomics; Geography; Mathematics","score_opus":0.038492649978889536,"score_gpt":0.36880969382650347,"score_spread":0.33031704384761396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312393842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598374,0.0011541368,0.000026464508,0.03121393,0.00033047976,0.0004976344,0.00004926219,0.00005290821,0.006837793],"genre_scores_gemma":[0.9933319,0.0014756573,0.000084436426,0.0006607373,0.000068216716,0.00017996402,0.0000030543922,0.000022506509,0.0041734944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986917,0.00011902709,0.00026477882,0.00029223118,0.00012850272,0.0005037616],"domain_scores_gemma":[0.99918735,0.0002903868,0.00008021663,0.0001474369,0.00013531066,0.00015928896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870252,0.00015078898,0.00019543685,0.00017321721,0.00032846775,0.000008896936,0.00009531611,0.00005236533,0.000121026045],"category_scores_gemma":[0.00013315171,0.00009935429,0.000022797429,0.000082168925,0.000058699712,0.00023126036,0.00007410748,0.0001138574,0.00007393599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031503434,0.000022717251,0.88592243,0.000025226454,0.00005987577,0.000031233674,0.026473759,0.000001231207,0.0004674728,0.08231747,0.0014446286,0.003202463],"study_design_scores_gemma":[0.0039365245,0.00022970945,0.8334191,0.0009506574,0.000027406528,0.0000020846142,0.07078685,0.000006483203,0.0002849654,0.0768378,0.012979609,0.0005388032],"about_ca_topic_score_codex":0.28435192,"about_ca_topic_score_gemma":0.5991331,"teacher_disagreement_score":0.31478113,"about_ca_system_score_codex":0.0005948891,"about_ca_system_score_gemma":0.00014285075,"threshold_uncertainty_score":0.7204136},"labels":[],"label_agreement":null},{"id":"W2312805507","doi":"10.1177/0011392113501820","title":"Disaffection rising? Generations and the personal consequences of paid work in contemporary Canada","year":2013,"lang":"en","type":"article","venue":"Current Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Precarity; Narrative; Ambivalence; Workforce; Sociology; Construct (python library); Precarious work; Gender studies; Work (physics); Qualitative research; Social psychology; Political science; Social science; Psychology; Law","score_opus":0.10401133111394868,"score_gpt":0.39881811958307234,"score_spread":0.29480678846912367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312805507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97277105,0.0055518597,0.000016624355,0.019628298,0.001010393,0.0004937073,0.000008859527,0.000008530326,0.0005106935],"genre_scores_gemma":[0.998949,0.0002325758,0.000004255468,0.00033680987,0.00012364013,0.00021802637,0.000014273388,0.0000031185543,0.00011829897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987169,0.0007354428,0.00023851659,0.00010162231,0.00005519878,0.00015235496],"domain_scores_gemma":[0.998789,0.00096421066,0.00011745253,0.00005043254,0.000056340305,0.000022563907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029800547,0.00006627818,0.0001895183,0.000020528141,0.0004168157,0.0000015996113,0.000041277595,0.00005638417,0.000095032636],"category_scores_gemma":[0.00013249609,0.000040364204,0.000021044701,0.00004765353,0.0008145789,0.000033944296,0.000039949933,0.00025364436,0.000004549497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001976437,0.000011629303,0.9298118,0.00003586206,0.000019596982,1.6836464e-7,0.01487741,4.973725e-7,0.000029400991,0.004685979,0.049888577,0.00061934],"study_design_scores_gemma":[0.0014475184,0.000029489715,0.967508,0.00011000131,0.000013212049,3.2701323e-7,0.017501876,0.000036682457,0.000004724936,0.0059287394,0.007321423,0.00009796687],"about_ca_topic_score_codex":0.18190603,"about_ca_topic_score_gemma":0.090449914,"teacher_disagreement_score":0.09145611,"about_ca_system_score_codex":0.00005553125,"about_ca_system_score_gemma":0.00030197712,"threshold_uncertainty_score":0.926147},"labels":[],"label_agreement":null},{"id":"W2313471814","doi":"10.1177/0950017011432915","title":"Samantha Velluti, <i>New Governance and the European Employment Strategy</i> and Stella Vettori (ed.), <i>Ageing Populations and Changing Labour Markets: Social and Economic Impacts of the Demographic Time Bomb</i>","year":2012,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"STELLA (programming language); Corporate governance; Job creation; Labour economics; Demographic economics; Economics; Political science; History; Management","score_opus":0.028461977707221323,"score_gpt":0.3038438106850794,"score_spread":0.27538183297785807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313471814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754975,0.017575921,0.000007742845,0.0044834,0.0002693189,0.0007632195,0.000047856814,0.000038702612,0.0013163808],"genre_scores_gemma":[0.98626596,0.010139968,0.00006590895,0.0008162709,0.0005212979,0.000021875856,0.0000053557433,0.000039965314,0.0021234006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792695,0.0005134902,0.00045196948,0.00030438593,0.00018592992,0.00061727024],"domain_scores_gemma":[0.9989451,0.00033013534,0.00035120084,0.00017866044,0.000026072621,0.0001687872],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016368541,0.00029444302,0.00040572011,0.00002633482,0.0024583577,0.00006303476,0.000105854415,0.00011616521,0.00002379672],"category_scores_gemma":[0.000021598391,0.00019446656,0.00010021813,0.00016400786,0.00049096456,0.00020751051,0.00054261275,0.0003412613,0.0000021645799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007309943,0.000028092389,0.94616,0.00013471644,0.00021213376,4.0002715e-7,0.029037206,6.520751e-7,0.000072955685,0.0068302867,0.013284155,0.0041662706],"study_design_scores_gemma":[0.0019284985,0.00003162337,0.97870326,0.0002495944,0.00016672138,0.0000020060031,0.0033754809,0.0000152204,0.0000056668005,0.00049946207,0.014785796,0.00023667264],"about_ca_topic_score_codex":0.0004576139,"about_ca_topic_score_gemma":0.00011990296,"teacher_disagreement_score":0.032543227,"about_ca_system_score_codex":0.00005452173,"about_ca_system_score_gemma":0.000038031238,"threshold_uncertainty_score":0.99884033},"labels":[],"label_agreement":null},{"id":"W2313761742","doi":"10.2190/ns.20.4.b","title":"Women's Hidden Work Linda Delp","year":2011,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health","keywords":"Situated; Work (physics); Political science; Public sphere; Inequality; Private sphere; Economic growth; Public policy; Gender studies; Sociology; Economics; Law; Politics","score_opus":0.12745270925723226,"score_gpt":0.40145948189492076,"score_spread":0.27400677263768847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313761742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97744346,0.002857746,0.0004228137,0.015087533,0.00051515026,0.00041359567,0.00010080361,0.000023154886,0.00313575],"genre_scores_gemma":[0.9884845,0.002042272,0.001490644,0.0048633986,0.0013177661,0.000020453723,0.000008657774,0.000016996404,0.0017553038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791294,0.00020738332,0.00078646414,0.00013586764,0.00029363055,0.0006637136],"domain_scores_gemma":[0.99862725,0.00014156684,0.00057357684,0.000106334526,0.000029482911,0.0005218059],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059176434,0.0001528884,0.0002883091,0.00023493583,0.0013013642,0.000004314936,0.000117607626,0.000090683316,0.0012866603],"category_scores_gemma":[0.000051348987,0.00012656515,0.00007399143,0.00014964228,0.0001375047,0.00019479975,0.00015034557,0.00039599751,0.000116879644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008232105,0.00051046646,0.8047686,0.00009030801,0.00018922405,0.0000073648744,0.043460563,0.000002362362,0.00003393909,0.022751588,0.03799837,0.089363985],"study_design_scores_gemma":[0.0010460259,0.00043369754,0.93575954,0.00009017975,0.000011740027,0.000013241341,0.002707088,9.998181e-7,8.4052283e-7,0.004342809,0.055487055,0.00010680916],"about_ca_topic_score_codex":0.0007222781,"about_ca_topic_score_gemma":0.000047880432,"teacher_disagreement_score":0.1309909,"about_ca_system_score_codex":0.0008809073,"about_ca_system_score_gemma":0.00085754704,"threshold_uncertainty_score":0.9999988},"labels":[],"label_agreement":null},{"id":"W2314675055","doi":"10.1136/jech.2011.142976p.83","title":"SP6-12 The health and well-being of laid-off automobile industry workers in Durham, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Medicine; Pride; Feeling; Nonprobability sampling; Gerontology; Population; Environmental health; Psychology; Social psychology","score_opus":0.1710801127857686,"score_gpt":0.4465984112006171,"score_spread":0.27551829841484854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314675055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923204,0.0061157737,0.000019542089,0.065091014,0.0006727556,0.00044286178,0.000006024528,0.000011378944,0.0044366564],"genre_scores_gemma":[0.9677788,0.005920799,0.00046399632,0.02549241,0.00013645622,0.000012625356,0.000004338249,0.000018372206,0.00017219968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98004925,0.016135491,0.0026164043,0.00014001575,0.00016891994,0.0008898914],"domain_scores_gemma":[0.98404974,0.01194058,0.0028318104,0.00056671177,0.00016923274,0.00044189952],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.022823641,0.00020653373,0.0013665457,0.00018350234,0.0016649017,0.0000012314648,0.00051535026,0.00030260213,0.000103863036],"category_scores_gemma":[0.003961167,0.00013793516,0.00008466632,0.00023756636,0.0003397747,0.00009619603,0.00033590783,0.0064015645,0.0000014321221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013838251,0.00009271586,0.9292277,0.00030014847,0.00006665034,0.00000313024,0.019964049,0.000006689263,2.303044e-7,0.0010444948,0.04647708,0.0026787287],"study_design_scores_gemma":[0.0007640097,0.0006895256,0.92542535,0.0012669464,0.000010923448,0.000015137811,0.04828901,0.000008594263,4.318809e-7,0.0030899583,0.020352583,0.00008751737],"about_ca_topic_score_codex":0.9061552,"about_ca_topic_score_gemma":0.943388,"teacher_disagreement_score":0.044574812,"about_ca_system_score_codex":0.000773031,"about_ca_system_score_gemma":0.0064156777,"threshold_uncertainty_score":0.9996348},"labels":[],"label_agreement":null},{"id":"W2316477141","doi":"10.2307/3557771","title":"Work and Pay in Japan.","year":2001,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Business; Political science; Engineering; Mechanical engineering","score_opus":0.0379099276021174,"score_gpt":0.3435226805677421,"score_spread":0.3056127529656247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316477141","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21368028,0.00053399336,0.000017213913,0.0073717386,0.00049204676,0.00036049014,0.000002603695,0.00010168137,0.77743995],"genre_scores_gemma":[0.97998863,0.00048224966,0.00003358481,0.00003959,0.0001281342,0.00007390864,0.0000035815026,0.000012916497,0.01923739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990284,0.00010714557,0.00022022474,0.00018235893,0.00009394116,0.0003679739],"domain_scores_gemma":[0.9995299,0.00019821158,0.00004721087,0.0001392274,0.000022316635,0.00006310797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027416527,0.00010078024,0.00016889685,0.00007017719,0.0002980995,0.000004339359,0.000051730935,0.000082417595,0.00037768687],"category_scores_gemma":[0.000053140207,0.000069512505,0.000020413863,0.00023912803,0.000057461926,0.000054940905,0.00007495733,0.00027355622,0.00023172857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028133261,0.000017788074,0.9739688,0.000019752324,0.0000072417783,0.0000067347955,0.008467581,2.1977513e-7,0.0000044509115,0.0015355872,0.01198383,0.003959893],"study_design_scores_gemma":[0.0007419642,0.000035740053,0.60072345,0.00014818982,0.000008058282,7.7150656e-7,0.25083876,0.0000033374627,0.000001690517,0.0014440524,0.14587423,0.00017972651],"about_ca_topic_score_codex":0.00006267759,"about_ca_topic_score_gemma":0.00024005868,"teacher_disagreement_score":0.76630837,"about_ca_system_score_codex":0.000039334864,"about_ca_system_score_gemma":0.00001941748,"threshold_uncertainty_score":0.41354063},"labels":[],"label_agreement":null},{"id":"W2318504640","doi":"10.2118/0312-023-twa","title":"Work/Life Balance in the 21st Century","year":2012,"lang":"en","type":"article","venue":"The Way Ahead","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Work–life balance; Work (physics); Balance (ability); Happiness; Scope (computer science); Productivity; Public relations; Sociology; Psychology; Marketing; Business; Political science; Computer science; Social psychology; Economics; Economic growth; Engineering","score_opus":0.07781177643762541,"score_gpt":0.38663732505921633,"score_spread":0.30882554862159095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318504640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.703892,0.0092122825,0.000004227547,0.07988087,0.0019394907,0.00087904814,0.0000074745412,0.00008314162,0.20410146],"genre_scores_gemma":[0.9891395,0.0007798957,0.0000072773,0.006701443,0.000937099,0.00013571046,0.0000037892037,0.000011626843,0.0022836716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983959,0.00054909015,0.00022151766,0.00008879745,0.00017738632,0.0005672878],"domain_scores_gemma":[0.99888355,0.0006406556,0.00006905608,0.00033564595,0.000021721018,0.00004934922],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012802418,0.000102363425,0.00013862061,0.000021479902,0.0007191936,0.000004722045,0.000292325,0.00006262463,0.00026300698],"category_scores_gemma":[0.00012820143,0.000047130405,0.00003729175,0.00021782011,0.000069085625,0.0000709192,0.00011444681,0.00048283202,0.0010399873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036714548,0.00007097501,0.8416612,0.00003058494,0.000017205042,5.4918036e-7,0.04138422,4.943233e-7,0.000009610289,0.03043457,0.083718106,0.0026357688],"study_design_scores_gemma":[0.00022785884,0.000008495946,0.5865341,0.00006482805,0.000008620356,1.9229955e-7,0.012872905,6.61256e-7,0.000001580596,0.00036294467,0.39985487,0.00006297745],"about_ca_topic_score_codex":0.00015912886,"about_ca_topic_score_gemma":0.00011499971,"teacher_disagreement_score":0.31613675,"about_ca_system_score_codex":0.00003449845,"about_ca_system_score_gemma":0.00002153822,"threshold_uncertainty_score":0.9997378},"labels":[],"label_agreement":null},{"id":"W2318962491","doi":"10.14288/1.0070886","title":"Unemployment and health in context and comparison : a study of Canada, Germany, and the United States of America","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Context (archaeology); Economics; Demographic economics; Capitalism; Labour economics; Political science; Economic growth; Geography; Politics","score_opus":0.02485282503801606,"score_gpt":0.28603082023880655,"score_spread":0.2611779952007905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318962491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172825,0.0008892469,0.0000048520424,0.0064592045,0.000019935333,0.0007211496,0.00006233062,0.000006566712,0.000108459266],"genre_scores_gemma":[0.99842286,0.000964693,0.000010613556,0.00046130092,0.0000029532441,7.983045e-7,0.0000061915944,0.0000032805651,0.00012728052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903864,0.00025522802,0.0002451137,0.00015129549,0.0001316894,0.00017802014],"domain_scores_gemma":[0.99925065,0.00021398236,0.00026928794,0.00010065277,0.00010153422,0.000063919826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030939127,0.000037622696,0.00045952408,0.000045223347,0.00035843585,0.0000045024567,0.000073666895,0.000026737602,0.000007054779],"category_scores_gemma":[0.000016194375,0.00007789863,0.0000122990905,0.00019104936,0.0002920354,0.00004227372,0.00011219117,0.00012826578,4.6587814e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009496933,0.00025843503,0.8515322,0.00016646543,0.000063662344,0.000007615655,0.032237068,0.0000048354073,0.0000017343447,0.000011832618,0.009869959,0.10575122],"study_design_scores_gemma":[0.0036224327,0.0003673018,0.86044824,0.00019053995,0.000018799554,6.622872e-7,0.13452357,0.00015405165,2.179634e-8,0.00009695289,0.0005251534,0.0000522803],"about_ca_topic_score_codex":0.99035335,"about_ca_topic_score_gemma":0.9968342,"teacher_disagreement_score":0.105698936,"about_ca_system_score_codex":0.000052617164,"about_ca_system_score_gemma":0.000121639525,"threshold_uncertainty_score":0.3176614},"labels":[],"label_agreement":null},{"id":"W2319548655","doi":"10.7202/1035300ar","title":"Le droit comme rempart utile? L’usage par les travailleurs étrangers temporaires des ressources proposées par le droit du travail","year":2016,"lang":"fr","type":"article","venue":"Revue générale de droit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04921585995463265,"score_gpt":0.29544515938162313,"score_spread":0.24622929942699048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319548655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8439868,0.024415225,0.00058963144,0.09310756,0.0013206654,0.002254735,0.0008276923,0.000620745,0.032876935],"genre_scores_gemma":[0.9396651,0.021635165,0.00036060435,0.00096851576,0.0016750986,0.0004787519,0.00011186662,0.00026147554,0.034843426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99116987,0.0019403918,0.0019652436,0.0014465542,0.000667478,0.0028104668],"domain_scores_gemma":[0.994917,0.0015687632,0.00095086853,0.0012807308,0.0004172699,0.0008654152],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002682943,0.00089920353,0.001738336,0.00036534472,0.0046247803,0.00012951432,0.0011506521,0.0011214535,0.00077708834],"category_scores_gemma":[0.0007695413,0.0010265895,0.0007317916,0.00063861156,0.003561336,0.0012111383,0.00030001014,0.0012598248,0.000763291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007509963,0.0016759672,0.68446696,0.0052587218,0.0011208876,0.0005576551,0.037755266,0.000013668718,0.0028596388,0.03238332,0.15236957,0.08078733],"study_design_scores_gemma":[0.007486691,0.0012783555,0.48532248,0.012916412,0.0008101504,0.00020720386,0.019360919,0.000059895545,0.0042687193,0.12533723,0.33986712,0.0030848396],"about_ca_topic_score_codex":0.014155033,"about_ca_topic_score_gemma":0.020371262,"teacher_disagreement_score":0.19914451,"about_ca_system_score_codex":0.00064203265,"about_ca_system_score_gemma":0.0006032508,"threshold_uncertainty_score":0.99921846},"labels":[],"label_agreement":null},{"id":"W2321270408","doi":"","title":"Policies of inclusion? Some thoughts on the ‘Los Indignados’ movement, the emerging of the neoliberal penal state and the criminalization of ‘Being Young’ in southern europe","year":2013,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universitat de Lleida; Universidade Nova de Lisboa; Universitat de Barcelona; Fundação para a Ciência e a Tecnologia; Federation for the Humanities and Social Sciences","keywords":"Criminalization; Politics; State (computer science); Capitalism; Inclusion (mineral); Sociology; Political economy; Corporate governance; Political science; Restructuring; Economy; Criminology; Law; Gender studies; Economics","score_opus":0.025788381012163693,"score_gpt":0.2893787447840744,"score_spread":0.2635903637719107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321270408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94879353,0.00027939765,0.00007967797,0.039650172,0.00033435528,0.0013155107,0.00002932222,0.000022001987,0.009496045],"genre_scores_gemma":[0.9978188,0.00017166948,0.000022675405,0.00079527387,0.00025916094,0.0002158195,0.0000074996997,0.00002425765,0.0006847976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99629015,0.0014666535,0.0009045333,0.00024647824,0.0006926336,0.0003995425],"domain_scores_gemma":[0.9971953,0.0009767839,0.0008369494,0.00046551428,0.00046838718,0.000057087578],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012856531,0.0002402376,0.00036823956,0.00016335705,0.001872893,0.000028588265,0.0006229067,0.00011448876,0.000018901963],"category_scores_gemma":[0.0006011733,0.00010846666,0.00011677324,0.0005637125,0.00014680915,0.0002117063,0.0010888709,0.0005361111,0.000002119521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019052958,0.00013938281,0.021680972,0.00014494147,0.00011086766,0.0000013441736,0.15562902,0.000113268776,0.0013852918,0.81995815,0.0003989007,0.00024730075],"study_design_scores_gemma":[0.009346663,0.00033199557,0.59663844,0.0036701632,0.00046093183,0.000047145077,0.11099668,0.0024811528,0.0045918035,0.17869408,0.0916469,0.0010940487],"about_ca_topic_score_codex":0.00017319975,"about_ca_topic_score_gemma":0.0008777481,"teacher_disagreement_score":0.6412641,"about_ca_system_score_codex":0.0001029517,"about_ca_system_score_gemma":0.00020943336,"threshold_uncertainty_score":0.99942654},"labels":[],"label_agreement":null},{"id":"W2323044380","doi":"10.1080/19485565.2015.1108836","title":"African Ancestry, Social Factors, and Hypertension Among Non-Hispanic Blacks in the Health and Retirement Study","year":2016,"lang":"en","type":"article","venue":"Biodemography and Social Biology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Ethnic group; Gerontology; Demography; Medicine; Environmental health; Political science; Sociology","score_opus":0.10494517791930205,"score_gpt":0.3927132208850558,"score_spread":0.28776804296575376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323044380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820005,0.0007625515,0.0000036789668,0.016120361,0.00015413798,0.0007478907,0.000035662953,0.000022910272,0.00015226225],"genre_scores_gemma":[0.99757135,0.0011824288,0.0000036054141,0.00095394824,0.00019263131,0.00006409149,0.0000084477015,0.0000068797335,0.000016643837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806273,0.0008221664,0.00030077095,0.0003127872,0.00008333192,0.00041820918],"domain_scores_gemma":[0.99939173,0.000295583,0.00015276029,0.00007062089,0.00003280539,0.000056471927],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006353783,0.0001688216,0.0003768394,0.000092133574,0.0017991066,0.0000073241945,0.00007655887,0.00018275068,0.0000053083545],"category_scores_gemma":[0.00002426542,0.000085181855,0.00004213437,0.00015687224,0.0005976715,0.00004028105,0.00012056306,0.00020811864,5.582331e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005097477,0.000063280284,0.9534051,0.000024781915,0.00003518833,8.185604e-7,0.040322278,8.354987e-11,0.00007131363,0.00065031287,0.0012430609,0.004132937],"study_design_scores_gemma":[0.0010134378,0.00064676773,0.9357635,0.000023370541,0.00001595983,1.3530041e-7,0.05937558,1.9960268e-7,5.0216187e-7,0.0006411665,0.0024106202,0.000108789805],"about_ca_topic_score_codex":0.0012195179,"about_ca_topic_score_gemma":0.0020772144,"teacher_disagreement_score":0.019053303,"about_ca_system_score_codex":0.000020515685,"about_ca_system_score_gemma":0.000035307236,"threshold_uncertainty_score":0.9995004},"labels":[],"label_agreement":null},{"id":"W2323050140","doi":"10.1093/eurpub/ckw050","title":"Does social policy moderate the impact of unemployment on health? A multilevel analysis of 23 welfare states","year":2016,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Generosity; European Social Survey; Austerity; Welfare state; Unemployment; Public health; Inequality; Social protection; Demographic economics; Multilevel model; Social policy; Public economics; Political science; Economics; Politics; Economic growth; Medicine","score_opus":0.13367785031175383,"score_gpt":0.4558729799008347,"score_spread":0.32219512958908086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323050140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5015646,0.00022575396,0.0017759261,0.494503,0.0002774152,0.0004513024,0.0005207196,0.000024894622,0.00065635785],"genre_scores_gemma":[0.9957205,0.0011145986,0.000056841858,0.001857316,0.00061078795,0.0000046394166,0.000012352738,0.000044465003,0.00057851785],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98654854,0.009327661,0.0023291933,0.00021520582,0.00066313194,0.0009162724],"domain_scores_gemma":[0.99424565,0.00054966036,0.0035685396,0.0003348825,0.00085639575,0.00044488144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012159247,0.00026225726,0.0011286053,0.00091581646,0.0011476298,0.000015429876,0.00047060163,0.000038465158,0.00021303698],"category_scores_gemma":[0.00059037376,0.00009917394,0.000575835,0.0008720968,0.0001879533,0.00017027222,0.0001629059,0.00046546728,0.000012797878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069289684,0.0015748303,0.17622939,0.0006820097,0.010093425,0.000020969092,0.13957316,0.00045459234,0.00012433674,0.00983594,0.0917168,0.5690017],"study_design_scores_gemma":[0.002452512,0.0021582304,0.97182775,0.00041335565,0.00008960611,0.0000010763913,0.0057909945,0.00008318151,0.000006645044,0.00028085767,0.016729696,0.00016612517],"about_ca_topic_score_codex":0.0023075044,"about_ca_topic_score_gemma":0.00028364075,"teacher_disagreement_score":0.7955983,"about_ca_system_score_codex":0.00077644095,"about_ca_system_score_gemma":0.001999253,"threshold_uncertainty_score":0.88267565},"labels":[],"label_agreement":null},{"id":"W2323700233","doi":"10.1177/000841740106800202","title":"La pratique centrée sur le client: Résurgence de la trilogie du corps, de la pensée et de l'esprit","year":2001,"lang":"fr","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.1414639039770515,"score_gpt":0.44231115334120863,"score_spread":0.30084724936415713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323700233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.882304,0.01302985,0.0015123893,0.09299539,0.0011149701,0.00033003747,0.00016429102,0.000014817537,0.008534231],"genre_scores_gemma":[0.96205544,0.027490435,0.0008159416,0.006286811,0.00093298557,0.00001737463,0.000017336433,0.000044645658,0.0023390357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99259096,0.005391875,0.0007133085,0.00018209971,0.00028557994,0.0008361994],"domain_scores_gemma":[0.99369115,0.0041430984,0.0005365086,0.00015642942,0.00053339463,0.00093943416],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005671993,0.0002574301,0.00038006043,0.00026706024,0.0008020516,0.00009475033,0.00034087224,0.0005020917,0.001431692],"category_scores_gemma":[0.0014858434,0.0002532322,0.00020455442,0.0002826761,0.0005611243,0.00030463314,0.000021179896,0.0012938487,0.00002660603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040492782,0.00016361279,0.8149029,0.000030570798,0.00016351392,0.0008788982,0.008329715,0.00026900278,0.000060914655,0.06596047,0.10465447,0.004180991],"study_design_scores_gemma":[0.0013158309,0.00010516055,0.5014947,0.0002508855,0.000017958566,0.00039767884,0.00079303276,0.000044867098,0.000018159923,0.0054729325,0.48994163,0.00014719859],"about_ca_topic_score_codex":0.03269802,"about_ca_topic_score_gemma":0.0419071,"teacher_disagreement_score":0.38528714,"about_ca_system_score_codex":0.0011973355,"about_ca_system_score_gemma":0.031743124,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W2325214779","doi":"10.1080/09585192.2016.1165275","title":"Human resource management practices and voluntary turnover: a study of internal workforce and external labor market contingencies","year":2016,"lang":"en","type":"article","venue":"The International Journal of Human Resource Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Turnover; Workforce; Human resource management; Conceptualization; Contingency; Business; Demographic economics; Labour economics; Unemployment; Work (physics); Unemployment rate; Economics; Management","score_opus":0.04563020839562801,"score_gpt":0.3891348968258694,"score_spread":0.3435046884302414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325214779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95201606,0.0007846488,0.00005302149,0.0048659137,0.00024736588,0.0006674754,0.000008740984,0.000019817027,0.041336965],"genre_scores_gemma":[0.97016275,0.0002620615,0.00009316858,0.0007738378,0.00049240916,0.00003277556,7.852583e-7,0.000027409067,0.028154776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967214,0.0004917728,0.0011188643,0.00027739516,0.0010733954,0.00031720716],"domain_scores_gemma":[0.9966466,0.00044672182,0.00225316,0.00028939627,0.00027621325,0.000087938126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023532845,0.00024527253,0.00037415442,0.00035741966,0.00061172555,0.000068252724,0.00092652714,0.000045039465,0.0002861318],"category_scores_gemma":[0.00005600372,0.00014262073,0.00008640256,0.000088330606,0.00021520778,0.00021739093,0.0015243052,0.0003639217,0.0000036530766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019267662,0.00079057773,0.84909403,0.0003028016,0.0045618205,0.0004707347,0.020622604,0.000007651342,0.0006298098,0.019385153,0.064540684,0.03766739],"study_design_scores_gemma":[0.0059011,0.0008705204,0.7238474,0.0023474633,0.00048708823,0.00002897965,0.08833235,0.0000045336797,0.000021659367,0.0020763834,0.17583671,0.00024579914],"about_ca_topic_score_codex":0.00016913522,"about_ca_topic_score_gemma":0.00023645285,"teacher_disagreement_score":0.1252466,"about_ca_system_score_codex":0.00013815664,"about_ca_system_score_gemma":0.000009540336,"threshold_uncertainty_score":0.5815905},"labels":[],"label_agreement":null},{"id":"W2325678019","doi":"10.5465/ambpp.2013.17004abstract","title":"Relative Deprivation and Nonstandard Work Arrangement in Public Sector","year":2013,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Relative deprivation; Agency (philosophy); Context (archaeology); Public service motivation; Work (physics); Position (finance); Public service; Relation (database); Public sector; Service (business); Demographic economics; Social psychology; Psychology; Business; Economics; Public relations; Political science; Sociology; Marketing; Computer science; Geography; Engineering; Finance","score_opus":0.06827402800267723,"score_gpt":0.34913292531825496,"score_spread":0.2808588973155777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325678019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8707805,0.00020694287,0.00008653584,0.0345492,0.0000631366,0.0020415585,0.0000014676347,0.00007228145,0.09219835],"genre_scores_gemma":[0.9946862,0.00047202007,0.0006961216,0.0009843695,0.000061967854,0.0005929198,0.0000019188365,0.00001636695,0.002488115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854064,0.000028183524,0.00048052712,0.00028192965,0.00028473168,0.00038397746],"domain_scores_gemma":[0.99949116,0.000083886735,0.0002405085,0.00004044894,0.000084206666,0.00005981761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064480933,0.00014884972,0.00022889831,0.00027993653,0.00024804738,0.000015551122,0.00014438381,0.00012138749,0.00025580448],"category_scores_gemma":[0.00006362185,0.00013070846,0.00002596149,0.00046784696,0.000078670724,0.0006912411,0.00033556082,0.00035580786,0.0000538685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032213637,0.00003672417,0.8032317,0.0003785077,0.000107046726,2.0097889e-7,0.003680599,1.3407725e-7,0.000048983155,0.13600874,0.0367552,0.019719927],"study_design_scores_gemma":[0.0012191654,0.000038634305,0.938571,0.0006121371,0.000031293202,6.158127e-8,0.0048375106,0.00001012512,0.000023125434,0.013284963,0.041203488,0.00016850025],"about_ca_topic_score_codex":0.000025344088,"about_ca_topic_score_gemma":0.0000022618271,"teacher_disagreement_score":0.13533928,"about_ca_system_score_codex":0.00010458707,"about_ca_system_score_gemma":0.000006141325,"threshold_uncertainty_score":0.5330136},"labels":[],"label_agreement":null},{"id":"W2326750051","doi":"10.32920/23739531.v1","title":"The Precarity Penalty: How Insecure Employment Disadvantages Workers and Their Families","year":2023,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; McMaster University; Collège Laflèche; York University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Precarity; Earnings; Poverty; Demographic economics; Distribution (mathematics); Labour economics; Sociology; Economic growth; Economics; Gender studies","score_opus":0.05494175855435038,"score_gpt":0.38456935721700697,"score_spread":0.32962759866265656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326750051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8809392,0.0013532842,0.000025476249,0.09445634,0.0008294553,0.0009668017,0.000032751348,0.0005607718,0.020835908],"genre_scores_gemma":[0.9345774,0.0055663083,0.0000104598375,0.00056566426,0.00017418867,0.0002870478,0.000015366619,0.000023126024,0.05878041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856335,0.00026143985,0.00020936789,0.00024756455,0.00016998152,0.00054826844],"domain_scores_gemma":[0.9981939,0.0013187273,0.000075616,0.0002657834,0.000063923944,0.00008202144],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005945632,0.00018923219,0.00020925244,0.000052874268,0.0027658204,0.000038014154,0.00016044802,0.00008396493,0.0000552733],"category_scores_gemma":[0.00013671452,0.00009168087,0.00005502777,0.0002497136,0.00018719694,0.000107469226,0.00047515612,0.0003236989,0.00008267601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030559728,0.000011242621,0.7774411,0.000053925334,0.000091148235,0.0000014369041,0.011600233,5.386922e-7,0.000034856734,0.003069366,0.19904475,0.008620856],"study_design_scores_gemma":[0.00029973921,0.000052471587,0.54858035,0.0000774752,0.000013960083,2.3638455e-7,0.11856839,0.000020386124,0.000028504808,0.0027977636,0.32940918,0.00015152506],"about_ca_topic_score_codex":0.00042532204,"about_ca_topic_score_gemma":0.006551955,"teacher_disagreement_score":0.22886072,"about_ca_system_score_codex":0.000037040347,"about_ca_system_score_gemma":0.00004330968,"threshold_uncertainty_score":0.9985324},"labels":[],"label_agreement":null},{"id":"W2329663561","doi":"10.15415/jmrh.2014.11004","title":"Psychological Injuries at Work – What Every Manager Should Know","year":2014,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Research in Healthcare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Emotional distress; Psychological distress; Psychology; Cognition; Distress; Applied psychology; Psychological stress; Psychological research; Social psychology; Clinical psychology; Mental health; Psychiatry; Engineering; Anxiety","score_opus":0.33026419427132114,"score_gpt":0.5729277875089068,"score_spread":0.24266359323758568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329663561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81432575,0.0077785393,0.000007736492,0.17370561,0.001743243,0.00076756533,0.000004998146,0.000029768298,0.0016367631],"genre_scores_gemma":[0.9827057,0.01017909,0.00036700544,0.00065574376,0.0011385566,0.00011196671,0.0000066359685,0.000045486402,0.0047897976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98996633,0.0050697657,0.0015504457,0.0004413061,0.0014964738,0.001475675],"domain_scores_gemma":[0.9936952,0.0037004666,0.00047021912,0.00052420114,0.0010950473,0.0005148662],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011492848,0.0002645144,0.00075373455,0.0008294929,0.0016349833,0.000043544373,0.0006539224,0.0004555921,0.0001793208],"category_scores_gemma":[0.0007886274,0.00018746858,0.00019284581,0.0010346158,0.00039159151,0.0006853177,0.0013151478,0.0040050778,0.00023416454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019897975,0.00026098808,0.93255264,0.0005807431,0.000031707823,0.00014076775,0.0052911774,0.000011196597,0.000027496564,0.00085691194,0.032668103,0.025588451],"study_design_scores_gemma":[0.0017515972,0.0017611407,0.93280464,0.0040030684,0.000008474583,0.000014889056,0.014928277,0.000027058835,0.000007829206,0.0123037025,0.032138385,0.00025091897],"about_ca_topic_score_codex":0.00012270155,"about_ca_topic_score_gemma":0.0005734897,"teacher_disagreement_score":0.17304987,"about_ca_system_score_codex":0.0008394228,"about_ca_system_score_gemma":0.00019057238,"threshold_uncertainty_score":0.9996647},"labels":[],"label_agreement":null},{"id":"W2330541239","doi":"","title":"Precarious Work and the Struggle for Living Wages","year":2016,"lang":"en","type":"article","venue":"Alternate routes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Capitalism; Precarity; Inequality; Neoliberalism (international relations); Wage; Sociology; Social inequality; Globe; Economics; Wage labour; Living wage; Political economy; Labour economics; Political science; Gender studies; Law; Geography; Psychology","score_opus":0.039477402954174685,"score_gpt":0.36078121482700404,"score_spread":0.32130381187282936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330541239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514031,0.0034075058,0.00057751266,0.03770616,0.0010369704,0.001095874,0.000025910735,0.00012945845,0.0046175052],"genre_scores_gemma":[0.9778091,0.00047984207,0.00007854437,0.00049419893,0.00040410575,0.00030206228,7.651853e-7,0.00001761654,0.020413788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991292,0.00013142158,0.00019229094,0.00016038114,0.00008022989,0.00030648397],"domain_scores_gemma":[0.99614877,0.003510383,0.000095385985,0.00015796107,0.00005256468,0.000034957422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004284112,0.00010046703,0.00016611205,0.00002016872,0.0006692958,0.000012121252,0.00012626185,0.00004110933,0.000057652596],"category_scores_gemma":[0.00032274643,0.000043654778,0.000043754942,0.00003377754,0.00009953491,0.00007802792,0.00019121205,0.00007962459,0.000030775544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013446501,0.000011371954,0.915543,0.00005920318,0.0001345449,6.891068e-7,0.008670908,1.8736878e-7,0.000058254962,0.016021091,0.02255326,0.03681302],"study_design_scores_gemma":[0.009092628,0.00021324563,0.58904546,0.0023410767,0.00020968226,0.0000013201634,0.0022248798,0.000024516494,0.00028138226,0.052351058,0.34359485,0.0006199111],"about_ca_topic_score_codex":0.00019638357,"about_ca_topic_score_gemma":0.00017212344,"teacher_disagreement_score":0.32649752,"about_ca_system_score_codex":0.000020960508,"about_ca_system_score_gemma":0.000013811537,"threshold_uncertainty_score":0.514775},"labels":[],"label_agreement":null},{"id":"W2331094564","doi":"10.7870/cjcmh-2013-006","title":"Paternal Work Stress and the Mental Health of Fathers and Children: A Role for Urban and Rural Migration Patterns","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; Thompson Rivers University; University of Victoria; Carleton University","funders":"","keywords":"Relocation; Mental health; Psychology; Ethnic group; Developmental psychology; Work (physics); Path analysis (statistics); Clinical psychology; Psychiatry; Sociology","score_opus":0.027972713196987558,"score_gpt":0.33505035519974646,"score_spread":0.3070776420027589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331094564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94600064,0.0055549657,0.0000070090286,0.046709392,0.000175569,0.0011562222,0.00036864594,0.0000031282686,0.000024434752],"genre_scores_gemma":[0.9963359,0.0012118056,0.000033142274,0.0022004913,0.00008082522,0.000019666193,0.00005437878,0.000012973442,0.000050795097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784756,0.0010358667,0.0005678284,0.000051684787,0.000119034856,0.00037801574],"domain_scores_gemma":[0.9985265,0.00020907463,0.0005486983,0.000116843294,0.00008220463,0.00051665085],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011583655,0.00012988859,0.00037767595,0.00010374568,0.0025904684,0.000024085293,0.00014056142,0.00004501422,0.000022442815],"category_scores_gemma":[0.000018592307,0.00009040519,0.000043072574,0.00005267292,0.00021562028,0.00014338644,0.000056480225,0.0005328129,3.399723e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116644944,0.000035518737,0.87640786,0.00017881318,0.00006436615,6.947832e-8,0.11035044,1.956107e-7,0.0000015887811,0.00020702109,0.006172485,0.00646501],"study_design_scores_gemma":[0.0032681231,0.000996585,0.90431404,0.0009383168,0.000010552397,0.000009875071,0.08908234,0.000015175855,0.0000029006947,0.0004748472,0.00080174906,0.000085519445],"about_ca_topic_score_codex":0.25625598,"about_ca_topic_score_gemma":0.2747225,"teacher_disagreement_score":0.050335288,"about_ca_system_score_codex":0.0002076138,"about_ca_system_score_gemma":0.0004016802,"threshold_uncertainty_score":0.998708},"labels":[],"label_agreement":null},{"id":"W2332227285","doi":"10.1177/0143831x14550696","title":"Immigrants and job satisfaction: Do high performance work systems play a role?","year":2014,"lang":"en","type":"article","venue":"Economic and Industrial Democracy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Job satisfaction; Work systems; Moderation; Affect (linguistics); Immigration; Workforce; Psychology; Job design; Job performance; Work (physics); Business; Social psychology; Political science; Engineering","score_opus":0.03442545263458375,"score_gpt":0.2942919645627801,"score_spread":0.2598665119281964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332227285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890535,0.0004158824,0.0000042279125,0.0026626159,0.0023781124,0.00046350353,0.000015179562,0.000053776213,0.004953189],"genre_scores_gemma":[0.9941989,0.00059486734,0.0000077797795,0.00021820176,0.0023506042,0.00005811049,0.00000526071,0.000017848339,0.0025484322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998665,0.00018787126,0.0004620467,0.00028508878,0.000058421207,0.00034162155],"domain_scores_gemma":[0.99915445,0.00034189087,0.00020421165,0.00015840019,0.000019880361,0.00012116169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053015107,0.00017639174,0.00037196113,0.00006447129,0.0011316133,0.000040295563,0.00006346784,0.00025211682,0.00016405991],"category_scores_gemma":[0.000050190174,0.00015088399,0.000023581419,0.000044108125,0.000070397225,0.00024330917,0.000102763144,0.0004215852,0.00019642977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009333897,0.000002457335,0.95377177,0.00002210359,0.000041136635,2.1819325e-7,0.00051665417,0.0000080730415,0.0000026494035,0.001680041,0.018540518,0.025321022],"study_design_scores_gemma":[0.0022477254,0.00010611471,0.9541052,0.00021823216,0.000033304066,0.0000022178895,0.00082439504,0.00014221593,0.000002847125,0.000543064,0.04156,0.00021469519],"about_ca_topic_score_codex":0.001923542,"about_ca_topic_score_gemma":0.00009692275,"teacher_disagreement_score":0.025106326,"about_ca_system_score_codex":0.00007737872,"about_ca_system_score_gemma":0.00004293392,"threshold_uncertainty_score":0.8703569},"labels":[],"label_agreement":null},{"id":"W2332242972","doi":"10.1080/10848770.2015.1072443","title":"Human Capitalism: How Economic Growth has Made us Smarter—and More Unequal","year":2015,"lang":"en","type":"article","venue":"The European Legacy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Capitalism; Economics; Neoclassical economics; Economic system; Political science; Law","score_opus":0.10899790973984082,"score_gpt":0.35560075126800755,"score_spread":0.24660284152816675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332242972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85432386,0.00029892512,0.000011190219,0.03639338,0.0006926097,0.000340703,0.000014414542,0.00014604295,0.10777886],"genre_scores_gemma":[0.9788149,0.000023018894,0.0000150113,0.0014291755,0.0014745333,0.000015506896,0.000015637865,0.000058532107,0.018153688],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979263,0.0010097102,0.00026801048,0.00025153224,0.000123716,0.00042073044],"domain_scores_gemma":[0.9991919,0.00009179761,0.00014778021,0.0003570206,0.000058370784,0.0001531297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010832358,0.00019733739,0.00022268607,0.00004956738,0.0012663212,0.00009788408,0.00030796733,0.000036812344,0.000058036225],"category_scores_gemma":[0.000057405978,0.00013166292,0.000047954843,0.00004242356,0.00026088333,0.00027468882,0.00043049504,0.0003671801,0.0010037264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048188962,0.000052971984,0.116660394,0.00010612975,0.00017668404,0.00007026608,0.083307594,0.0000047532,0.00021359487,0.036926284,0.76128864,0.0011445046],"study_design_scores_gemma":[0.0036424487,0.00030712062,0.64788204,0.00014540472,0.00013729495,0.0000083767845,0.026460703,0.000029346238,0.0000367127,0.003841926,0.31684917,0.000659451],"about_ca_topic_score_codex":0.0008949451,"about_ca_topic_score_gemma":0.00022760715,"teacher_disagreement_score":0.5312216,"about_ca_system_score_codex":0.00007615831,"about_ca_system_score_gemma":0.000056405213,"threshold_uncertainty_score":0.9997741},"labels":[],"label_agreement":null},{"id":"W2336338787","doi":"","title":"Impact of military life stressors on health and well-being of single-parent military families","year":2015,"lang":"en","type":"article","venue":"European Health Psychologist","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stressor; Relocation; Psychology; Military personnel; Software deployment; Coping (psychology); Military deployment; Clinical psychology; Political science; Engineering","score_opus":0.1673722957675032,"score_gpt":0.46163768923602105,"score_spread":0.2942653934685179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336338787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93681175,0.019526696,0.000016590864,0.012504234,0.00082669023,0.0009649998,0.000094472074,0.0001192794,0.029135298],"genre_scores_gemma":[0.9831807,0.009907475,0.00021881619,0.0060295593,0.00025423712,0.00001410494,0.0000680168,0.000059814145,0.0002672945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936536,0.0030234104,0.001574145,0.00053665374,0.00037818798,0.0008339947],"domain_scores_gemma":[0.997308,0.00043171775,0.0006042834,0.0006406513,0.00020047005,0.00081487704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025753418,0.00033821195,0.00087231875,0.0002521087,0.0005090586,0.0000014077499,0.0002687624,0.00007541866,0.000041204323],"category_scores_gemma":[0.00063263887,0.00026200528,0.00014091282,0.00026570953,0.00042626748,0.00007701835,0.00020910158,0.0005348716,0.00006808186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009064246,0.00069618213,0.6221299,0.001198951,0.00012113446,0.000007902132,0.047447406,0.00006803706,0.000013139787,0.0002018964,0.3180652,0.009143811],"study_design_scores_gemma":[0.0023952941,0.008785251,0.957186,0.0012411978,0.000010406233,0.0000014307777,0.018803691,0.000008819818,0.0000012105954,0.00023515047,0.011086407,0.00024514523],"about_ca_topic_score_codex":0.008642389,"about_ca_topic_score_gemma":0.00054032286,"teacher_disagreement_score":0.33505607,"about_ca_system_score_codex":0.0002647661,"about_ca_system_score_gemma":0.00046446975,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W2337812215","doi":"10.14288/1.0094889","title":"The influence of industrial structure on female labour force participation in Canadian urban areas","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Economics","score_opus":0.02060503857460045,"score_gpt":0.27181566698825915,"score_spread":0.2512106284136587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337812215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754065,0.000014159956,2.6719133e-7,0.0005745919,0.00024494732,0.0003749153,0.00021976075,0.000012553106,0.0010181624],"genre_scores_gemma":[0.99873495,0.00001774971,0.000005408936,0.000072551775,0.00005504952,0.0000015198401,0.000009850663,0.000006135222,0.0010967668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990947,0.00011036716,0.00015455474,0.00015323717,0.00015333435,0.0003337815],"domain_scores_gemma":[0.9991946,0.00016338642,0.00015134306,0.00019061904,0.00018144527,0.00011858483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026936032,0.000033237397,0.00016457167,0.000044657067,0.00075919955,0.000011146986,0.00021100398,0.00017569683,0.00010025859],"category_scores_gemma":[0.00023883944,0.00007911475,0.00003240005,0.00022593427,0.00018131519,0.00011855552,0.000060241506,0.00044332945,0.0000058768137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017319837,0.000016871958,0.9749787,0.000021754187,0.000012679383,0.000008157023,0.0012420608,0.000012829703,0.00009875674,0.00009112403,0.002142795,0.021356959],"study_design_scores_gemma":[0.00074222713,0.000050168364,0.9942915,0.00015291944,0.000010005175,3.6114483e-7,0.002199332,0.0000071054133,9.0636905e-7,0.00038233947,0.002091427,0.00007175281],"about_ca_topic_score_codex":0.940123,"about_ca_topic_score_gemma":0.99917513,"teacher_disagreement_score":0.05905206,"about_ca_system_score_codex":0.00008569868,"about_ca_system_score_gemma":0.00032899357,"threshold_uncertainty_score":0.5839226},"labels":[],"label_agreement":null},{"id":"W2337979854","doi":"","title":"Temporary Work: The Gendered Rise of a Precarious Employment Relationship by Leah F. Vosko (review)","year":2001,"lang":"en","type":"article","venue":"Canadian Historical Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Sociology; Labour economics; Gender studies; Economics; Engineering; Mechanical engineering","score_opus":0.12265700162344262,"score_gpt":0.37244904746856344,"score_spread":0.24979204584512082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337979854","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002759323,0.8822286,0.000015450876,0.09686706,0.00051493815,0.0020401052,0.000030154391,0.000041652456,0.017986108],"genre_scores_gemma":[0.019606268,0.8793053,0.000019975552,0.019866822,0.00018212973,0.00086003874,0.00006476578,0.00004817554,0.08004651],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695563,0.0007873175,0.0010322703,0.00030694535,0.0003216179,0.00059622497],"domain_scores_gemma":[0.99780506,0.0004983036,0.0003810363,0.0006377975,0.00017918505,0.0004985956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010720453,0.00023547582,0.0007147329,0.00007371602,0.00080308394,0.0000022423503,0.00036484076,0.00012899791,0.0010444762],"category_scores_gemma":[0.0010479211,0.00016328614,0.00021160934,0.0007708538,0.0000486602,0.00006008899,0.000064620894,0.0005892182,0.00029074788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035133442,0.0000174603,0.14841278,0.0019458007,0.000026960606,0.0000072408093,0.00017720944,3.6338292e-8,1.7318698e-7,0.00019013339,0.8379964,0.011222272],"study_design_scores_gemma":[0.00014149905,0.000031585016,0.010357866,0.007573628,0.00017006355,0.0000014753141,0.0000138033165,1.8326875e-7,4.6769777e-8,0.00009820848,0.9814458,0.00016587439],"about_ca_topic_score_codex":0.10610845,"about_ca_topic_score_gemma":0.05410663,"teacher_disagreement_score":0.14344934,"about_ca_system_score_codex":0.004380411,"about_ca_system_score_gemma":0.00079034985,"threshold_uncertainty_score":0.9998687},"labels":[],"label_agreement":null},{"id":"W2338222249","doi":"","title":"Job Loss and the Couple Experience of Coping","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Psychology; Psychological intervention; Unemployment; Job loss; Vulnerability (computing); Social psychology; Applied psychology; Psychotherapist","score_opus":0.03843532388722114,"score_gpt":0.3638324871800744,"score_spread":0.32539716329285323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338222249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94469625,0.032993063,0.00892127,0.01238411,0.0005951077,0.00013320798,0.0000070548244,0.0000029061614,0.00026701085],"genre_scores_gemma":[0.7520781,0.24577582,0.000022275173,0.0011390585,0.00020256745,0.0000042726447,6.1265894e-8,0.000009547614,0.000768269],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992181,0.00010213732,0.00032466202,0.00006735799,0.00009420941,0.00019353502],"domain_scores_gemma":[0.99891853,0.0004488021,0.00022572755,0.0000838154,0.00016863318,0.00015448159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006503888,0.00007232982,0.00020554467,0.000063930114,0.00044303195,0.00000806914,0.00009133154,0.00004505046,0.000116999596],"category_scores_gemma":[0.0000041587173,0.00003579923,0.000032361564,0.00005564851,0.00038922913,0.00005848061,1.7803963e-7,0.00012030086,0.0000012447134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012721391,0.000014938911,0.45317355,0.00015730961,0.0003452566,0.000024233472,0.40951553,0.0000030690549,0.0010115115,0.07295655,0.024481323,0.037044615],"study_design_scores_gemma":[0.007126513,0.00021892035,0.0075166672,0.0015936097,0.000030460493,0.000032400676,0.002290542,0.000009113216,0.00006861721,0.10891042,0.87200385,0.00019887484],"about_ca_topic_score_codex":0.00085043156,"about_ca_topic_score_gemma":0.0062151127,"teacher_disagreement_score":0.84752256,"about_ca_system_score_codex":0.00000729532,"about_ca_system_score_gemma":0.00010851606,"threshold_uncertainty_score":0.34681788},"labels":[],"label_agreement":null},{"id":"W2338454094","doi":"10.1177/2156869315585388","title":"The Stress Process","year":2015,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Affection; Mental health; Psychology; Field (mathematics); Sociology; Expression (computer science); Psychoanalysis; Social psychology; Psychotherapist","score_opus":0.08015845225485374,"score_gpt":0.46605642517257617,"score_spread":0.38589797291772243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338454094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75880575,0.014331389,0.000017805894,0.20769192,0.0017407384,0.0015806013,0.000088921166,0.00015967178,0.015583186],"genre_scores_gemma":[0.97287095,0.006938909,0.00005928777,0.008829326,0.0004017888,0.00013650281,0.000035278717,0.000016302844,0.010711637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990869,0.000105637824,0.00017740224,0.00011301041,0.00015702446,0.00035999352],"domain_scores_gemma":[0.9995506,0.00007472041,0.00008129546,0.0000776812,0.00004841652,0.00016730615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006600761,0.00007222931,0.000106161126,0.0000032460978,0.0029349672,0.000006338974,0.000060184255,0.000042401858,0.000007131514],"category_scores_gemma":[0.000011718796,0.000043186934,0.00003095928,0.000057641333,0.00010111915,0.000052048672,0.000077689765,0.00020584246,0.000017094797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046543228,0.000050686707,0.29611558,0.00040905684,0.00004180193,1.4689694e-7,0.14187576,1.7649374e-7,0.0000015955147,0.005097612,0.5483975,0.007963575],"study_design_scores_gemma":[0.0015758034,0.00023367326,0.019256137,0.00017812301,0.000004785245,6.8589657e-7,0.47974384,0.000028451363,0.0000052747073,0.003153929,0.495697,0.00012231174],"about_ca_topic_score_codex":0.00027044033,"about_ca_topic_score_gemma":0.00039188072,"teacher_disagreement_score":0.3378681,"about_ca_system_score_codex":0.00011123605,"about_ca_system_score_gemma":0.00024769557,"threshold_uncertainty_score":0.9983631},"labels":[],"label_agreement":null},{"id":"W2339405710","doi":"10.5993/ajhb.40.3.8","title":"Correlates of General and Domain-Specific Sitting Time among Older Adults","year":2016,"lang":"en","type":"article","venue":"American Journal of Health Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Health Services; Athabasca University","funders":"","keywords":"Sitting; Body mass index; Medicine; Demography; Population; Screen time; Physical activity; Young adult; Gerontology; Physical therapy; Internal medicine; Environmental health","score_opus":0.02106460213318084,"score_gpt":0.35636615294293944,"score_spread":0.3353015508097586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339405710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421394,0.0012459509,0.00013025005,0.0035458163,0.00037413122,0.00036920488,0.000013624669,0.000016110474,0.00009094858],"genre_scores_gemma":[0.9968285,0.0010555722,0.0011012872,0.00025931303,0.00023955981,0.000017738079,0.0000010798659,0.000027323213,0.00046961862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973101,0.00050663296,0.001265921,0.00016274786,0.00027710095,0.00047748914],"domain_scores_gemma":[0.996863,0.00041956583,0.0020634732,0.00014650721,0.0002882224,0.00021924646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010574535,0.00015646298,0.00069122674,0.00015368835,0.00042943444,0.0000032273076,0.00012467416,0.00005000355,0.000195062],"category_scores_gemma":[0.000030223577,0.00009672484,0.00009115787,0.0001516848,0.0003952329,0.00013259538,0.000073834,0.00031472792,0.000017714696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008157791,0.00006741204,0.85192734,0.000035209516,0.000020028081,0.0000087046255,0.005355135,5.4021026e-8,0.00036199758,0.000056586683,0.00239314,0.1396928],"study_design_scores_gemma":[0.0014235307,0.0008881945,0.98758304,0.0013143362,0.00002714599,0.0000140680795,0.0063354005,3.2709397e-7,0.000020651143,0.000027360828,0.0022557334,0.0001102239],"about_ca_topic_score_codex":0.0002641436,"about_ca_topic_score_gemma":0.000013597753,"teacher_disagreement_score":0.13958257,"about_ca_system_score_codex":0.00011707578,"about_ca_system_score_gemma":0.00016230145,"threshold_uncertainty_score":0.39443246},"labels":[],"label_agreement":null},{"id":"W2339413891","doi":"","title":"Addressing Social Needs of Temporary Foreign Workers in Rural Manitoba","year":2010,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.11844424899993099,"score_gpt":0.41447083988529526,"score_spread":0.29602659088536426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339413891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8028929,0.00002482976,0.000009442074,0.0015115436,0.0003782064,0.0002480025,0.0000030288822,0.00004971761,0.1948823],"genre_scores_gemma":[0.9965245,0.000003972602,0.000121375924,0.00029632167,0.0003730086,0.000040214778,0.000007918402,0.0000146519815,0.0026180085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990273,0.0000919464,0.00037277417,0.00006747356,0.00012880338,0.0003117146],"domain_scores_gemma":[0.99953544,0.00015251663,0.00012249385,0.00009940634,0.000055487344,0.000034644305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032575088,0.00009872013,0.00021548479,0.0001458345,0.00041480537,0.0000034650893,0.00010701723,0.00015468245,0.0005416349],"category_scores_gemma":[0.000037465426,0.00007769337,0.00005087329,0.00022863215,0.00008835516,0.00011103697,0.00011878063,0.00048528705,0.000033282642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000341802,0.000025136089,0.96659285,0.000053392065,0.000012299036,0.0000010161936,0.002542125,4.6300308e-8,0.0004765474,0.005439437,0.022703912,0.0021190683],"study_design_scores_gemma":[0.0007664503,0.000020325531,0.75531554,0.00012759116,0.0000063560587,1.5503318e-7,0.23972987,0.0000048621187,0.00007536799,0.0022514889,0.0015849915,0.0001170309],"about_ca_topic_score_codex":0.0066253403,"about_ca_topic_score_gemma":0.009836314,"teacher_disagreement_score":0.23718774,"about_ca_system_score_codex":0.00002438585,"about_ca_system_score_gemma":0.00008427749,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W2339494040","doi":"10.1177/0022185616643496","title":"Liminal and invisible long-term care labour: Precarity in the face of austerity","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Austerity; Precarity; Liminality; Care work; Long-term care; Work (physics); Politics; Face (sociological concept); Sociology; Political science; Nursing; Business; Labour economics; Medicine; Economics; Gender studies; Law","score_opus":0.1327532208205193,"score_gpt":0.41496274825755414,"score_spread":0.28220952743703487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339494040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793393,0.000433269,0.0000713392,0.018684044,0.0003847831,0.00030466027,0.00002965917,0.00000360396,0.0007493178],"genre_scores_gemma":[0.9988155,0.00018383795,0.00002417751,0.000079321864,0.0003886743,0.0000064372593,0.0000014443451,0.0000049608548,0.00049568317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984562,0.0004637511,0.0006245697,0.0000692811,0.00022606511,0.00016016643],"domain_scores_gemma":[0.99813056,0.00096103427,0.00050000346,0.000110279136,0.0002499741,0.000048140246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085432053,0.00007723737,0.00022046904,0.000118322365,0.00028121148,0.000006191828,0.00013240647,0.00019047632,0.00008111268],"category_scores_gemma":[0.00083093444,0.000040090246,0.000054402775,0.00017848401,0.00008049881,0.00019765488,0.00006822537,0.0006374633,0.0000032599448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102412894,0.000034347227,0.9832013,0.00002059041,0.000027876786,0.0000037161524,0.008308927,0.0000017074709,0.00006461511,0.00056937255,0.0028976123,0.004767513],"study_design_scores_gemma":[0.0021022272,0.00023183267,0.98738205,0.00073468935,0.00005525694,0.0000044442686,0.005571319,3.0881174e-7,0.000027139455,0.00037493603,0.0034617593,0.00005405648],"about_ca_topic_score_codex":0.00008146166,"about_ca_topic_score_gemma":0.00039149518,"teacher_disagreement_score":0.019476138,"about_ca_system_score_codex":0.00009244621,"about_ca_system_score_gemma":0.00017678367,"threshold_uncertainty_score":0.2769496},"labels":[],"label_agreement":null},{"id":"W2339795601","doi":"","title":"New Labor Market Indicators Issue II: Updated Trends Through the 2nd Quarter of 2005 and Alternative Measures of Low Pay","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Unemployment; Unemployment rate; Economics; Economic indicator; Government (linguistics); Labour economics; Quality (philosophy); Dimension (graph theory); Macroeconomics; Geography","score_opus":0.0454039813919603,"score_gpt":0.3957304882152951,"score_spread":0.3503265068233348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339795601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60201406,0.0016255138,0.0000065094314,0.021832779,0.0011269156,0.0022387907,0.0009658196,0.000051387367,0.37013823],"genre_scores_gemma":[0.88216543,0.023888892,0.00046686493,0.00030278933,0.0009969583,0.00040738864,0.00018959066,0.00011564256,0.09146647],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959621,0.0011180466,0.0011399923,0.0006201025,0.00038513765,0.0007746521],"domain_scores_gemma":[0.9972471,0.00096136634,0.00069273065,0.0007846648,0.00019704434,0.00011707693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021731479,0.00033047804,0.0008396435,0.0005248306,0.00046497223,0.000016260014,0.00063038233,0.00045235496,0.0013323016],"category_scores_gemma":[0.00022399002,0.00022286875,0.000128576,0.00024351779,0.0005789911,0.00008880169,0.0014449662,0.0019564019,0.0000032773262],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082964025,0.00035535803,0.50307536,0.001102233,0.0012828875,0.0000103658795,0.032514323,0.00035333147,0.000037283673,0.0012014089,0.26345667,0.19578111],"study_design_scores_gemma":[0.0025515738,0.00029414377,0.3843705,0.0013064579,0.000068889494,8.000283e-7,0.009219385,0.00021895833,0.0002590583,0.0044127987,0.5967026,0.00059487193],"about_ca_topic_score_codex":0.0046680677,"about_ca_topic_score_gemma":0.0057759103,"teacher_disagreement_score":0.33324587,"about_ca_system_score_codex":0.000326289,"about_ca_system_score_gemma":0.00069615693,"threshold_uncertainty_score":0.9995806},"labels":[],"label_agreement":null},{"id":"W2341545569","doi":"10.1177/0022185616639309","title":"Austerity policies, ‘precarity’ and the nonprofit workforce: A comparative study of UK and Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Austerity; Precarity; Workforce; Agency (philosophy); Context (archaeology); Care work; Precarious work; Political science; Qualitative research; Sociology; Work (physics); Gender studies; Politics; Social science","score_opus":0.17184650165953588,"score_gpt":0.41527550851343786,"score_spread":0.24342900685390198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341545569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97845376,0.000173142,0.000014725852,0.0185607,0.00040534805,0.0005622658,0.000019767238,0.000002403515,0.0018078721],"genre_scores_gemma":[0.9981825,0.00006147213,0.000008961614,0.00008654966,0.0003110158,0.00001033092,3.5307096e-7,0.0000037547195,0.0013350868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984147,0.0004865119,0.00065306487,0.00006539292,0.00023736618,0.0001429858],"domain_scores_gemma":[0.9970176,0.0019038678,0.00063777715,0.00009108665,0.00027671896,0.00007291288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077001826,0.00008415881,0.0003529728,0.000058689835,0.00060955295,0.0000060889765,0.00007949008,0.00008940142,0.000048486316],"category_scores_gemma":[0.00056431186,0.00004000174,0.000027316992,0.00011767164,0.00016114608,0.00008523911,0.000092201415,0.0004753908,4.0769967e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042713326,0.00003551373,0.9529167,0.0000028666016,0.00017619737,0.0000012833783,0.011718241,0.000003167711,0.0000100942325,0.0017358167,0.03230401,0.00066897704],"study_design_scores_gemma":[0.027641054,0.00086346304,0.8647178,0.00085985265,0.00046301045,0.000009940535,0.07422686,0.000009363352,0.000011743601,0.0017303964,0.029270187,0.00019632498],"about_ca_topic_score_codex":0.14585799,"about_ca_topic_score_gemma":0.33107364,"teacher_disagreement_score":0.18521564,"about_ca_system_score_codex":0.00010794913,"about_ca_system_score_gemma":0.00041855813,"threshold_uncertainty_score":0.8598298},"labels":[],"label_agreement":null},{"id":"W2341755548","doi":"","title":"Impact of a Basic Income program on Canadian seniors' health and mental health","year":2014,"lang":"en","type":"article","venue":"142nd APHA Annual Meeting and Exposition (November 15 - November 19, 2014)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Gerontology; Environmental health; Psychology; Medicine; Psychiatry","score_opus":0.01767248442359223,"score_gpt":0.36926022422109067,"score_spread":0.35158773979749847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341755548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711414,0.001168235,0.000014800365,0.012710583,0.00051430485,0.0016750707,0.0006321314,0.00018641863,0.011957031],"genre_scores_gemma":[0.991756,0.00035857264,0.00034602496,0.0055162953,0.0004385401,0.00013363168,0.0002808001,0.000069399684,0.0011007257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959014,0.00078133633,0.0009880586,0.0006708646,0.0004059735,0.0012523679],"domain_scores_gemma":[0.997156,0.00036648847,0.0006261653,0.00035558053,0.00020855722,0.0012872105],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015642015,0.0004865119,0.00084325654,0.0003679108,0.0019471801,0.00004081253,0.0001345025,0.00022207378,0.00015771427],"category_scores_gemma":[0.0001278611,0.0004044016,0.00014677209,0.00028822196,0.0002034179,0.00023716272,0.00015166367,0.00056726485,0.00006360154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045463647,0.00063015893,0.6492982,0.0011618675,0.00030742612,0.000004349284,0.034584068,0.000012201531,0.000129335,0.0032753025,0.27994776,0.030194731],"study_design_scores_gemma":[0.009525191,0.013533742,0.78700095,0.0046718135,0.00008034334,0.00005458797,0.014894741,0.00054184365,0.00005343202,0.001036467,0.16678858,0.0018183064],"about_ca_topic_score_codex":0.17579585,"about_ca_topic_score_gemma":0.032516632,"teacher_disagreement_score":0.14327922,"about_ca_system_score_codex":0.00046034198,"about_ca_system_score_gemma":0.00076117966,"threshold_uncertainty_score":0.9998408},"labels":[],"label_agreement":null},{"id":"W2341878187","doi":"","title":"Marx’s Theory of Working-Class Precariousness – And Its Relevance Today","year":2016,"lang":"en","type":"article","venue":"Alternate routes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Historical materialism; Relevance (law); Politics; Working class; Neoclassical economics; Materialism; Sociology; Class (philosophy); Positive economics; Economics; Political economy; Political science; Marxist philosophy; Law; Epistemology; Philosophy","score_opus":0.057194808598235634,"score_gpt":0.3444196376207802,"score_spread":0.2872248290225446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341878187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745895,0.0033863317,0.00013176588,0.0044011665,0.0009065779,0.0003699771,0.000021135607,0.0000908679,0.01610263],"genre_scores_gemma":[0.9714708,0.0025239997,0.000030861167,0.0002467067,0.00021935362,0.00006035392,0.0000012097291,0.00002397927,0.02542278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986909,0.00023835654,0.00033072726,0.00024022335,0.0001516437,0.00034816543],"domain_scores_gemma":[0.9980427,0.0013821399,0.00020874492,0.00020595099,0.00010239436,0.00005808207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004525106,0.00014352436,0.00026227254,0.00005003957,0.00024496703,0.0000039640913,0.00016719571,0.00007918428,0.0001266831],"category_scores_gemma":[0.0002591359,0.00008647954,0.000038957794,0.00006583796,0.000071338254,0.00011581143,0.00024497168,0.00012898719,0.00008099952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017382868,0.000031839,0.8515011,0.00017982119,0.00014306858,0.0000060249854,0.003413543,3.275834e-7,0.003528447,0.09412219,0.0016678434,0.04523195],"study_design_scores_gemma":[0.005480429,0.00038419574,0.6528873,0.0059368876,0.00018901203,0.0000047724384,0.001582111,0.000029226685,0.013674543,0.13984883,0.17898066,0.001002044],"about_ca_topic_score_codex":0.000059334474,"about_ca_topic_score_gemma":0.00012732815,"teacher_disagreement_score":0.19861384,"about_ca_system_score_codex":0.00003578558,"about_ca_system_score_gemma":0.000028173667,"threshold_uncertainty_score":0.3526533},"labels":[],"label_agreement":null},{"id":"W2343206434","doi":"10.6000/1929-4409.2016.05.04","title":"Macroeconomics and Drug Use: A Review of the Literature and Hypotheses for Future Research","year":2016,"lang":"en","type":"review","venue":"International Journal of Criminology and Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Criminal justice; Addiction; Substance abuse; Criminology; Work (physics); Drug; Economic Justice; Set (abstract data type); Economics; Public economics; Political science; Medicine; Sociology; Psychiatry; Law; Engineering","score_opus":0.2968898564698811,"score_gpt":0.534966107531638,"score_spread":0.2380762510617569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343206434","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006225121,0.97160155,0.000001980349,0.0199718,0.0015186367,0.00045694615,0.00015542407,0.0000020768657,0.00006644935],"genre_scores_gemma":[0.00023954688,0.9966059,0.00004701068,0.0010728713,0.0011221296,0.00004205499,0.0000070217916,0.000012906671,0.00085058],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974539,0.0012859128,0.0007867258,0.00016401192,0.00009963629,0.00020977412],"domain_scores_gemma":[0.9931088,0.004929544,0.00091757753,0.000102342216,0.0009012517,0.00004046629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153568,0.00015838562,0.0010359776,0.00017230408,0.00028457874,0.000007816465,0.0003051906,0.00046885305,0.00002713469],"category_scores_gemma":[0.0011289744,0.00007845925,0.00018504022,0.000011708505,0.00089344516,0.00008759628,0.0003178777,0.0010419133,9.935659e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014653294,0.00003186617,0.0022157754,0.056387924,0.0017205952,0.000015001685,0.009497446,1.8919692e-9,0.0000010071948,0.18977231,0.043992687,0.69621885],"study_design_scores_gemma":[0.0003133238,0.00006946291,0.00072424504,0.04927487,0.00018786943,0.00012510859,0.0002139438,1.4312528e-8,1.05592946e-7,0.04057341,0.9084552,0.00006247047],"about_ca_topic_score_codex":0.000004012869,"about_ca_topic_score_gemma":0.0000033978215,"teacher_disagreement_score":0.8644625,"about_ca_system_score_codex":0.00005466911,"about_ca_system_score_gemma":0.00025589915,"threshold_uncertainty_score":0.4526653},"labels":[],"label_agreement":null},{"id":"W2343830056","doi":"10.1111/spol.12230","title":"Deciphering Deservedness: Canadian Employment Insurance Reforms in Historical Perspective","year":2016,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; York University","funders":"Government of Canada; Australian Government","keywords":"Unemployment; Work (physics); Government (linguistics); Perspective (graphical); Wage; Situated; Service (business); Labour economics; Job security; Economics; Political science; Economic growth; Economy","score_opus":0.0760914899476712,"score_gpt":0.4150811677419424,"score_spread":0.33898967779427125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343830056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8951662,0.00008901048,0.000014589367,0.08357764,0.0001957055,0.0002562036,0.000025431522,0.000031813284,0.020643376],"genre_scores_gemma":[0.9945093,0.000078006924,0.000010183621,0.0005311002,0.0009040953,0.000077693294,0.0000024782478,0.000009401984,0.003877774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908257,0.00008914578,0.00023023492,0.00015954452,0.00009537463,0.00034314327],"domain_scores_gemma":[0.9996383,0.000059661557,0.00006710488,0.00005482718,0.00006742771,0.00011263393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018507896,0.00009365675,0.00013956969,0.00009148864,0.00072444347,0.000006358781,0.0000485065,0.000115600276,0.00002462794],"category_scores_gemma":[0.00021937645,0.000066245884,0.000025325513,0.00014558987,0.000047937414,0.00014564322,0.000023986518,0.00011902951,0.000012200857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013881456,0.00006268905,0.63923407,0.00004907091,0.000028668284,0.000013010876,0.030425185,6.3198335e-8,0.00030729824,0.31097126,0.0031426577,0.015627239],"study_design_scores_gemma":[0.0006881041,0.00009552287,0.94927627,0.00008571539,0.0000036288648,4.404814e-7,0.00405907,3.243285e-7,0.000020586482,0.017722493,0.027905105,0.0001427266],"about_ca_topic_score_codex":0.27372628,"about_ca_topic_score_gemma":0.67168415,"teacher_disagreement_score":0.3979579,"about_ca_system_score_codex":0.0029113027,"about_ca_system_score_gemma":0.00072939467,"threshold_uncertainty_score":0.7612955},"labels":[],"label_agreement":null},{"id":"W2344833215","doi":"10.1177/0950017015612337","title":"<b>Joint book review:</b> Karim WF Youssef <b> Jacek Tittenbrun, <i>Anti-Capital: Human, Social and Cultural</i> and Maurizio Atzeni (ed.), <i>Workers and Labour in a Globalised Capitalism: Contemporary Themes and Theoretical Issues</i> </b>","year":2015,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Capitalism; Sociology; Social capital; Gender studies; Political science; Social science; Law","score_opus":0.06837476518992536,"score_gpt":0.37352734780609553,"score_spread":0.3051525826161702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344833215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70194,0.26667207,0.0000019879965,0.028006168,0.00014839577,0.0013636202,0.000048469585,0.00011809484,0.0017011823],"genre_scores_gemma":[0.8284964,0.14901854,0.00016878537,0.017371997,0.00036734808,0.00020531774,0.0000681784,0.00007568598,0.0042277467],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969368,0.00044711935,0.00076013536,0.0007345788,0.00040203234,0.000719333],"domain_scores_gemma":[0.9988385,0.00016351852,0.00025242273,0.00021045367,0.00016230298,0.00037281943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001156716,0.0005390324,0.0010160083,0.000040626936,0.0012233917,0.00010735064,0.00011403248,0.0003578477,0.00006003262],"category_scores_gemma":[0.00006037197,0.00041459088,0.000112057576,0.00019775429,0.0012734875,0.00034630054,0.00062093063,0.0006056829,0.0000058624123],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006893521,0.000071934264,0.28890717,0.0007048027,0.00013352967,0.000012777685,0.04143857,2.537111e-8,0.00005477039,0.020614158,0.6478523,0.00014104962],"study_design_scores_gemma":[0.015490787,0.00075431884,0.41933137,0.006106782,0.00064338854,0.000026291118,0.13691401,0.000012171376,0.000029988953,0.024472175,0.39374048,0.0024782682],"about_ca_topic_score_codex":0.0006011371,"about_ca_topic_score_gemma":0.00006176586,"teacher_disagreement_score":0.25411183,"about_ca_system_score_codex":0.00008998375,"about_ca_system_score_gemma":0.0000882775,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W2345030487","doi":"10.1525/sop.2012.56.1.75","title":"The Rewards of Authority in the Workplace: Do Gender and Age Matter?","year":2013,"lang":"en","type":"article","venue":"Sociological Perspectives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Autonomy; Earnings; Work (physics); Sample (material); Demographic economics; Psychology; Social psychology; Business; Economics; Political science; Accounting","score_opus":0.0854262172936653,"score_gpt":0.42211226774776783,"score_spread":0.33668605045410255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345030487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219958,0.0037682608,0.000005275552,0.020770293,0.00010446837,0.0005879608,0.0000031016857,0.00002180112,0.052743047],"genre_scores_gemma":[0.9974311,0.00068274396,0.000030744624,0.0004520427,0.00014478988,0.00018449381,6.8085393e-7,0.000004439492,0.0010689708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980685,0.0011158022,0.00021681594,0.00018368654,0.00012235498,0.0002928155],"domain_scores_gemma":[0.99796504,0.0016992954,0.00007970767,0.00015768001,0.00007202697,0.000026275802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010707928,0.00009888029,0.00019222627,0.000016094682,0.0009046345,0.000012145466,0.00017375652,0.00015041216,0.0004070933],"category_scores_gemma":[0.00033836125,0.000041093033,0.000052283263,0.000066999,0.00076130097,0.000043982345,0.00014829285,0.00059763464,0.00006117441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023841421,0.00005420856,0.66771525,0.000023238283,0.00003539197,0.0000016269954,0.22319093,1.2771211e-7,0.00004119747,0.08140281,0.027277354,0.00023400155],"study_design_scores_gemma":[0.00011728,0.000029777682,0.63525105,0.000008951439,0.0000038305425,1.3865402e-7,0.28293023,4.781532e-7,2.1478759e-7,0.08096834,0.00065255817,0.000037151578],"about_ca_topic_score_codex":0.00013937283,"about_ca_topic_score_gemma":0.000023230752,"teacher_disagreement_score":0.0754353,"about_ca_system_score_codex":0.000049159375,"about_ca_system_score_gemma":0.000015905072,"threshold_uncertainty_score":0.6957808},"labels":[],"label_agreement":null},{"id":"W2345430417","doi":"10.1177/0022185616643558","title":"Parental-leave rich and parental-leave poor: Inequality in Canadian labour market based leave policies","year":2016,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Brock University","funders":"","keywords":"Parental leave; Scrutiny; Inequality; Demographic economics; Social inequality; Labour economics; Rest (music); Reproduction; Political science; Economics; Work (physics); Medicine; Law","score_opus":0.08987818512483536,"score_gpt":0.383176345934969,"score_spread":0.29329816081013366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345430417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8922495,0.00028451567,0.000031383017,0.0983994,0.00088382233,0.0005219961,0.00035618825,0.000019134577,0.0072540087],"genre_scores_gemma":[0.9953943,0.00014628386,0.000037270325,0.0014852197,0.0010734769,0.000017441324,0.000009887221,0.000022773907,0.0018133726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967545,0.00082396,0.0012318237,0.00018518772,0.00035926647,0.0006452364],"domain_scores_gemma":[0.9969361,0.0013597342,0.00071503955,0.00015328715,0.0002968492,0.0005389985],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001623907,0.00021415803,0.00047320884,0.00049734145,0.00065127556,0.000021335743,0.00016831626,0.00041420787,0.0010579639],"category_scores_gemma":[0.0023728258,0.00014874102,0.0001011719,0.0004383749,0.00011766943,0.0003101678,0.00007640846,0.000985077,0.000030445955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015902954,0.000038784903,0.9126246,0.000010698188,0.000059235972,0.000013645461,0.0013451572,0.0000072144394,0.000023597411,0.0007259632,0.08356482,0.0014272784],"study_design_scores_gemma":[0.00539058,0.00024316415,0.9073516,0.0008259774,0.00007514638,0.0000046473624,0.004743243,0.000023679375,0.00002467187,0.00078482006,0.08027792,0.00025453325],"about_ca_topic_score_codex":0.05468472,"about_ca_topic_score_gemma":0.14776401,"teacher_disagreement_score":0.10314472,"about_ca_system_score_codex":0.00083013275,"about_ca_system_score_gemma":0.0012303228,"threshold_uncertainty_score":0.9998552},"labels":[],"label_agreement":null},{"id":"W2345588052","doi":"10.1111/soc4.12368","title":"How Does Family Policy ‘Work’? Job Context, Flexibility, and Maternity Leave Policy","year":2016,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Flexibility (engineering); Context (archaeology); Work (physics); Wage; Maternity leave; Labour economics; Demographic economics; Parental leave; Family Leave; Sociology; Economics; Management; Geography; Sick leave","score_opus":0.08745733539005354,"score_gpt":0.41896154140995473,"score_spread":0.33150420601990116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345588052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78804165,0.00034772762,0.00004301692,0.2067099,0.00052175735,0.0003937515,0.0000747138,0.00017644197,0.0036910316],"genre_scores_gemma":[0.9766274,0.00022781269,0.000017978438,0.0059701838,0.001453899,0.00012045381,0.0000045098272,0.000025769526,0.015551999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973505,0.0009441457,0.00035523102,0.00041399212,0.00012017031,0.00081594137],"domain_scores_gemma":[0.9980846,0.0010616918,0.00018706036,0.0003544105,0.00015998179,0.00015224308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220993,0.0002599986,0.000557613,0.00013845383,0.0010757918,0.000010869337,0.00022159517,0.00036952543,0.00007111395],"category_scores_gemma":[0.00042858016,0.00014051177,0.000090750065,0.000101176316,0.0013370422,0.00008394713,0.0005046456,0.00040057118,0.00015830714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007115345,0.000024296343,0.90487474,0.000060823528,0.00010185058,0.0000023872205,0.00625246,2.4898055e-8,0.00043385688,0.065349214,0.018511776,0.0043174406],"study_design_scores_gemma":[0.001318804,0.00008474822,0.8861948,0.00008517811,0.000018367993,7.0284324e-7,0.0055716946,4.5400992e-7,0.00002453877,0.06626167,0.040222593,0.00021645248],"about_ca_topic_score_codex":0.0019450706,"about_ca_topic_score_gemma":0.0005705358,"teacher_disagreement_score":0.20073971,"about_ca_system_score_codex":0.00028203859,"about_ca_system_score_gemma":0.00023497388,"threshold_uncertainty_score":0.8274229},"labels":[],"label_agreement":null},{"id":"W2346801004","doi":"10.5271/sjweh.3567","title":"Labor markets and health: an integrated life course perspective","year":2016,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Institute for Work & Health","funders":"Canadian Institutes of Health Research","keywords":"Life course approach; Perspective (graphical); Work (physics); Context (archaeology); Framing (construction); Personnel economics; Business; Public relations; Sociology; Labour economics; Economics; Psychology; Political science; Labor relations; Social psychology; Computer science; Engineering","score_opus":0.04448635303982854,"score_gpt":0.3835029913125292,"score_spread":0.3390166382727006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346801004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50834197,0.02680113,0.0007646801,0.46116492,0.0011729173,0.0011985662,0.00010220473,0.00005610563,0.00039748408],"genre_scores_gemma":[0.9765338,0.015119199,0.00070704427,0.0051356885,0.00061692006,0.000021879803,0.0000048621646,0.000050270228,0.0018103601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960934,0.0011783707,0.0011035476,0.0003293291,0.0004574308,0.0008379087],"domain_scores_gemma":[0.996963,0.00024319842,0.001279495,0.0002775674,0.0001075149,0.0011292034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024785278,0.00028390292,0.0007427787,0.00015659886,0.0011592649,0.000012248605,0.00020235205,0.00011312193,0.00088799663],"category_scores_gemma":[0.000096156095,0.00017645615,0.00008522053,0.0001837421,0.000231961,0.00027376888,0.00009321802,0.0006549371,0.0000579587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046745184,0.00029077323,0.9021353,0.00007254457,0.00014076103,0.000011138062,0.009044851,8.4722427e-7,0.0000095941405,0.0007603723,0.04295935,0.04410702],"study_design_scores_gemma":[0.0023100944,0.0016832971,0.9429891,0.0018390564,0.00003176552,0.000008551438,0.016004758,5.589736e-7,0.0000015606036,0.0006224408,0.034311783,0.00019699754],"about_ca_topic_score_codex":0.00020127973,"about_ca_topic_score_gemma":0.00008384809,"teacher_disagreement_score":0.46819177,"about_ca_system_score_codex":0.0013000132,"about_ca_system_score_gemma":0.0007510168,"threshold_uncertainty_score":0.97229403},"labels":[],"label_agreement":null},{"id":"W2347058579","doi":"10.1080/09687599.2016.1167366","title":"Working bodies: chronic illness in the Canadian workplace","year":2016,"lang":"en","type":"article","venue":"Disability & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Criminology; Psychology; Gender studies","score_opus":0.057101185473318564,"score_gpt":0.37889596438645495,"score_spread":0.3217947789131364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347058579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86573535,0.0006626813,0.000015639225,0.11478892,0.00085554674,0.0010491669,0.000019193483,0.000082133614,0.016791353],"genre_scores_gemma":[0.99531025,0.00018269438,0.000013161554,0.002223517,0.00042477882,0.00031410577,0.000004919105,0.00001366863,0.001512913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979513,0.00044078648,0.00032731687,0.0002949991,0.00021866396,0.0007669288],"domain_scores_gemma":[0.9979486,0.0013921754,0.00006531513,0.0004536545,0.0000466584,0.000093599774],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017253354,0.00015149794,0.00020306428,0.000009070848,0.001991783,0.000013183427,0.00030282015,0.00017345934,0.00042368728],"category_scores_gemma":[0.00022951805,0.000079195815,0.00016135164,0.00019214978,0.00046963285,0.00008347876,0.00010130857,0.00042186648,0.00012926933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049456644,0.000026111602,0.9102731,0.0000472928,0.000018393313,3.8903207e-7,0.051672034,3.357696e-7,0.0000037093196,0.0012345505,0.032057475,0.0046617114],"study_design_scores_gemma":[0.00055528374,0.000015899024,0.68329537,0.00027169444,0.000011934356,1.1048024e-7,0.042168226,0.000004040563,0.0000016358752,0.002339387,0.2711541,0.00018231526],"about_ca_topic_score_codex":0.09927789,"about_ca_topic_score_gemma":0.9261987,"teacher_disagreement_score":0.82692087,"about_ca_system_score_codex":0.002304812,"about_ca_system_score_gemma":0.00039652505,"threshold_uncertainty_score":0.9993075},"labels":[],"label_agreement":null},{"id":"W2347427317","doi":"","title":"The Enlightenment of Canadian Social Security System to China","year":2004,"lang":"en","type":"article","venue":"Zhongguo Renmin Daxue xuebao","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Social security; Enlightenment; Socialist market economy; Frame (networking); Process (computing); Security system; Political science; Social system; Economic system; Economic growth; Economy; Economics; Sociology; Computer security; Law; Engineering; Social science; Computer science","score_opus":0.02566550107600985,"score_gpt":0.3385737883881605,"score_spread":0.31290828731215065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347427317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80519366,0.00039566733,0.000022540955,0.04059391,0.0017960663,0.0015606504,0.00018120868,0.00012298912,0.15013331],"genre_scores_gemma":[0.9946956,0.000057718793,0.000062258514,0.00036284953,0.00057501195,0.00020884858,0.000014114741,0.000028016835,0.0039955894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778795,0.00020603879,0.00055775366,0.0002701261,0.00037298247,0.0008051274],"domain_scores_gemma":[0.9989303,0.00011624879,0.00018558753,0.00036547487,0.00013558655,0.00026681917],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007122654,0.00020461676,0.00034507806,0.00022220911,0.0029086263,0.000016267906,0.00038692632,0.00015426117,0.000057323654],"category_scores_gemma":[0.00009917125,0.00014173955,0.000108527165,0.0005791368,0.00009260495,0.00006068473,0.00019103418,0.00035739463,0.00031146503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018031026,0.0001722272,0.059523754,0.0010608224,0.00046456073,0.000093473456,0.17253484,0.000036532052,0.00040409985,0.38671738,0.37412754,0.0046844846],"study_design_scores_gemma":[0.0015182015,0.00018469266,0.10852126,0.0006319572,0.000079403406,0.0000035558444,0.029785158,0.000005112657,0.00059475645,0.0024104386,0.85581,0.00045545897],"about_ca_topic_score_codex":0.17305072,"about_ca_topic_score_gemma":0.3646724,"teacher_disagreement_score":0.48168248,"about_ca_system_score_codex":0.00072898704,"about_ca_system_score_gemma":0.0004287306,"threshold_uncertainty_score":0.9983894},"labels":[],"label_agreement":null},{"id":"W2354462676","doi":"10.1080/13557858.2016.1180347","title":"Pathways between under/unemployment and health among racialized immigrant women in Toronto","year":2016,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; University of Toronto; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Unemployment; Demographic economics; Sociology; Gender studies; Geography; Economic growth; Economics","score_opus":0.13985693417335723,"score_gpt":0.44288615996598074,"score_spread":0.3030292257926235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354462676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89971644,0.0057344837,0.00014952142,0.09177542,0.00022567327,0.0013458176,0.000065608976,0.000115485425,0.00087153056],"genre_scores_gemma":[0.9747587,0.017817918,0.00004385961,0.0058255503,0.00026011709,0.0002144348,0.000009767848,0.000028456208,0.0010412178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961705,0.0008205811,0.00091858755,0.00047573706,0.0002542175,0.001360383],"domain_scores_gemma":[0.99837697,0.00037258147,0.00035764495,0.00024037507,0.000043885917,0.00060854433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004425783,0.00025615474,0.0008655454,0.00007817623,0.0011914122,0.0000090139065,0.000103579565,0.00017125567,0.00018276996],"category_scores_gemma":[0.000042924126,0.00017590352,0.00003964514,0.00010580539,0.00016396493,0.00020875978,0.00022642416,0.00036078517,0.000013668484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000641367,0.000088769215,0.89660734,0.00047797494,0.000038387596,0.0000015001835,0.051893868,6.552981e-8,0.0000105119625,0.006223138,0.0033306098,0.0412637],"study_design_scores_gemma":[0.0026679696,0.00052305014,0.97330064,0.0006959615,0.0000042590214,2.3290407e-7,0.011886323,0.0000013266066,0.0000021774983,0.004426605,0.006294253,0.00019718398],"about_ca_topic_score_codex":0.13069072,"about_ca_topic_score_gemma":0.24214475,"teacher_disagreement_score":0.111454025,"about_ca_system_score_codex":0.0021581107,"about_ca_system_score_gemma":0.00050359976,"threshold_uncertainty_score":0.91635},"labels":[],"label_agreement":null},{"id":"W2362317590","doi":"10.1177/1468017316649357","title":"Youth unemployment: Implications for social work practice","year":2016,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Employability; Unemployment; Youth unemployment; Work (physics); Social work; Youth studies; Sociology; Public relations; Economic growth; Political science; Economics; Pedagogy; Gender studies","score_opus":0.11492683477886925,"score_gpt":0.4519627838041824,"score_spread":0.3370359490253132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362317590","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08511114,0.0005373055,0.0027246769,0.89188474,0.0028462259,0.0010456938,0.00012468538,0.000086611006,0.01563892],"genre_scores_gemma":[0.9768949,0.000116344854,0.0007565333,0.002510048,0.008226108,0.00010214778,0.0000058841565,0.00005540319,0.011332638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980942,0.00028840848,0.0007714061,0.00013152653,0.00024949608,0.00046497834],"domain_scores_gemma":[0.9963847,0.0014073426,0.0011764031,0.00008774319,0.00085131876,0.000092485825],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010806737,0.0001462216,0.00036955476,0.00007702958,0.003632561,0.000014764792,0.00021659455,0.000190273,0.00019477584],"category_scores_gemma":[0.00072422705,0.00009667457,0.00027224244,0.00052614976,0.000096892756,0.00024633776,0.00008046119,0.00034835446,0.00007456179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013638899,0.00026809186,0.11963123,0.00004558518,0.00061263057,0.0000021007547,0.047546558,1.9729157e-7,0.00007415283,0.05078235,0.747057,0.032616194],"study_design_scores_gemma":[0.0022326743,0.00012131967,0.18180041,0.00023131122,0.00033248353,7.727506e-7,0.01019219,7.447202e-9,0.000003915514,0.00934763,0.7955457,0.00019158328],"about_ca_topic_score_codex":0.0000033534952,"about_ca_topic_score_gemma":0.0000047227645,"teacher_disagreement_score":0.8917838,"about_ca_system_score_codex":0.00027805194,"about_ca_system_score_gemma":0.00019266401,"threshold_uncertainty_score":0.9976646},"labels":[],"label_agreement":null},{"id":"W23651378","doi":"10.25071/1705-1436.77","title":"Labour Migration and Development: Towards a North-South Vision for Change","year":2008,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Free trade; Investment (military); Work (physics); Trade union; Liberalization; European union; Sustainable development; Political science; Economics; International trade; Engineering; Law","score_opus":0.1494659916273947,"score_gpt":0.40069728415701517,"score_spread":0.25123129252962045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W23651378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931958,0.0004295413,0.00014732864,0.0041997572,0.00041431873,0.0009921244,0.0000920081,0.00011651906,0.0004126211],"genre_scores_gemma":[0.98229194,0.00039572388,0.0011566717,0.0019513306,0.00064450153,0.00062459783,0.000069856316,0.000028685361,0.012836715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988232,0.000066384004,0.00030499796,0.00024333641,0.00017097869,0.0003910688],"domain_scores_gemma":[0.9993612,0.000071471106,0.00012930173,0.00012365765,0.00022277032,0.00009156705],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00021232672,0.00015722675,0.00021995777,0.00008520131,0.0015219181,0.000007326966,0.00007184582,0.000117993,0.00007700552],"category_scores_gemma":[0.00008583575,0.00012813666,0.000028870556,0.00014408007,0.000036019217,0.00015916947,0.000102831225,0.00015692358,0.00009316836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084326246,0.000048506736,0.8946439,0.00048926886,0.00004116854,0.00000483251,0.088466264,1.2493365e-7,0.000037744292,0.001974114,0.006586038,0.007623738],"study_design_scores_gemma":[0.0006880118,0.000055383203,0.68016183,0.000052061972,0.000008237703,6.400827e-7,0.0017081294,0.0000047332223,0.000018687995,0.000031428805,0.31715384,0.000117005475],"about_ca_topic_score_codex":0.00045376044,"about_ca_topic_score_gemma":0.004033692,"teacher_disagreement_score":0.3105678,"about_ca_system_score_codex":0.000058823254,"about_ca_system_score_gemma":0.0001246045,"threshold_uncertainty_score":0.999778},"labels":[],"label_agreement":null},{"id":"W2378965954","doi":"10.1016/j.socscimed.2016.05.021","title":"The effect of metropolitan-area mortgage delinquency on health behaviors, access to health services, and self-rated health in the United States, 2003–2010","year":2016,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Juvenile delinquency; Metropolitan area; Behavioral Risk Factor Surveillance System; Poison control; Population; Environmental health; Suicide prevention; Injury prevention; Public health; Occupational safety and health; Medicine; Demography; Demographic economics; Gerontology; Economics; Psychiatry; Sociology","score_opus":0.05410946046723909,"score_gpt":0.4691608610091246,"score_spread":0.4150514005418855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378965954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64932877,0.0010697545,0.000022750284,0.34608278,0.0006868718,0.002410433,0.000060354687,0.00006155017,0.00027669937],"genre_scores_gemma":[0.9605261,0.0053974623,0.000007557317,0.033401012,0.0002820105,0.00018766605,0.000040933865,0.000021158143,0.00013608205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99439454,0.0021244723,0.00090766035,0.00042309443,0.00092023634,0.0012299862],"domain_scores_gemma":[0.99731976,0.0010009125,0.0005993774,0.0003445916,0.00036148904,0.00037386466],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012694067,0.00024105793,0.0006305906,0.00034116535,0.0043686396,0.000018577566,0.00078567886,0.000069005466,0.000024519059],"category_scores_gemma":[0.0004457076,0.000099447745,0.000024723455,0.0036208332,0.0008905051,0.00016171944,0.00017481625,0.00044656915,0.0000043985065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024825308,0.00018316656,0.6585607,0.0006498891,0.000032036965,0.000003409546,0.16451246,7.491946e-7,0.00006281844,0.006298809,0.12455549,0.04489222],"study_design_scores_gemma":[0.0045655,0.008296605,0.86503786,0.0029416392,0.00003770942,0.0000014201783,0.05384691,0.000025953512,0.000017261078,0.0010404448,0.06384401,0.00034466013],"about_ca_topic_score_codex":0.08688733,"about_ca_topic_score_gemma":0.019660275,"teacher_disagreement_score":0.31268176,"about_ca_system_score_codex":0.0012237041,"about_ca_system_score_gemma":0.0011086209,"threshold_uncertainty_score":0.9982284},"labels":[],"label_agreement":null},{"id":"W2394652474","doi":"","title":"Handling difficult employees: policy reference guide, Part I.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Computer science","score_opus":0.11384954419946247,"score_gpt":0.4056711838884813,"score_spread":0.2918216396890188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394652474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5281229,0.00046778968,0.00021161574,0.0063884966,0.0019293822,0.0018413705,0.000025265143,0.0005505739,0.46046263],"genre_scores_gemma":[0.9127467,0.0002633505,0.00006973559,0.002325666,0.0030930534,0.0016646441,0.000025082758,0.00003524485,0.07977649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976333,0.00010350563,0.0005781859,0.00027654748,0.00025429542,0.0011542083],"domain_scores_gemma":[0.99857646,0.00039701472,0.00015636346,0.00028082926,0.00036746275,0.00022186212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011894389,0.0001702296,0.00024764478,0.00014253457,0.000895665,0.000010642649,0.00018632287,0.00014752655,0.00008050061],"category_scores_gemma":[0.0017535302,0.00013271807,0.000048977465,0.00037955263,0.000062791114,0.00009371963,0.00018262025,0.00035178504,0.00022474118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000721832,0.000110549394,0.5850105,0.00010986388,0.000087764674,0.000010053283,0.0021391786,7.6575645e-7,0.00001162136,0.012244992,0.29703718,0.103165306],"study_design_scores_gemma":[0.00032283284,0.000009322887,0.5033132,0.000026209977,0.000009437357,1.3778929e-7,0.0005035474,1.428754e-7,0.000022462296,0.00027849464,0.49540994,0.000104285326],"about_ca_topic_score_codex":0.0008895315,"about_ca_topic_score_gemma":0.0012879542,"teacher_disagreement_score":0.38462386,"about_ca_system_score_codex":0.00019305007,"about_ca_system_score_gemma":0.00008267432,"threshold_uncertainty_score":0.6888822},"labels":[],"label_agreement":null},{"id":"W2395825331","doi":"10.1108/cdi-10-2015-0139","title":"The toll of perceived injustice on job search self-efficacy and behavior","year":2016,"lang":"en","type":"article","venue":"Career Development International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Job attitude; Psychology; Injustice; Job analysis; Job design; Job performance; Social psychology; Job satisfaction; Perception; Applied psychology","score_opus":0.08337388331199279,"score_gpt":0.39552102758954666,"score_spread":0.31214714427755386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395825331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98362756,0.000045401164,0.00003054107,0.0049529565,0.0008714407,0.000350294,0.000017298595,0.00003871542,0.010065778],"genre_scores_gemma":[0.9874323,0.00017989754,0.0003128281,0.00024497113,0.00013574294,0.00014729558,0.0000075645185,0.000011450023,0.011527933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988261,0.00008431132,0.000306654,0.0001633695,0.00040113702,0.00021843227],"domain_scores_gemma":[0.9986124,0.000780583,0.000072900555,0.00011038515,0.0003724192,0.000051330568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003569297,0.00009810665,0.000103507766,0.00006485463,0.00050874037,0.000008309623,0.00021873532,0.000052029587,0.00021723086],"category_scores_gemma":[0.00015365212,0.000052525116,0.000020671794,0.000038903832,0.00006994622,0.000051734336,0.00022619692,0.00012886069,0.000098576435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015846899,0.00019583602,0.89011514,0.000050489412,0.00027774685,0.0000053737185,0.017664287,2.1772799e-7,0.0011564948,0.009431819,0.013957355,0.06698678],"study_design_scores_gemma":[0.0008084254,0.00003497284,0.93801445,0.00015435326,0.000017177355,4.9217635e-7,0.0011502806,0.0000011449914,0.00014454185,0.000026172034,0.05957076,0.00007722902],"about_ca_topic_score_codex":0.000018701781,"about_ca_topic_score_gemma":0.000051641433,"teacher_disagreement_score":0.06690955,"about_ca_system_score_codex":0.00017816114,"about_ca_system_score_gemma":0.00015167493,"threshold_uncertainty_score":0.3912871},"labels":[],"label_agreement":null},{"id":"W2399062486","doi":"10.7202/1035900ar","title":"Amélioration ou polarisation ? Évolution de la structure et de la qualité des emplois au Québec et au Canada, 1997-2013","year":2016,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.04021901350896923,"score_gpt":0.36675786736443783,"score_spread":0.3265388538554686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399062486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8526879,0.0016193702,0.00608098,0.12701137,0.0007816846,0.0005502422,0.0010637052,0.000107902524,0.010096838],"genre_scores_gemma":[0.9795937,0.0006747406,0.00054455147,0.0006859951,0.0007926974,0.000058655118,0.00021270973,0.00005432811,0.017382644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925819,0.005308755,0.0006869929,0.0003430031,0.0003538157,0.00072555133],"domain_scores_gemma":[0.99305606,0.0056937416,0.00042119043,0.00031659874,0.0002765677,0.000235849],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021617764,0.00033075665,0.0002840101,0.00018726011,0.002213815,0.000049657345,0.00016518639,0.0014298239,0.00039419433],"category_scores_gemma":[0.0034414663,0.00028223253,0.00008087286,0.00044806302,0.00065933174,0.0005564853,0.000105553634,0.00132748,0.000048627848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000026666952,0.000068176145,0.7874884,0.000035553498,0.00011798521,0.0000034631732,0.023671173,0.00036820854,0.00015382603,0.09721817,0.07706068,0.0137876775],"study_design_scores_gemma":[0.00063347234,0.00004678326,0.664796,0.0006714644,0.00012844402,0.0000071616632,0.0051281326,0.00004445954,0.00007152366,0.0059147486,0.32228875,0.00026905898],"about_ca_topic_score_codex":0.9843408,"about_ca_topic_score_gemma":0.9924976,"teacher_disagreement_score":0.24522808,"about_ca_system_score_codex":0.008254579,"about_ca_system_score_gemma":0.025718862,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W2403877383","doi":"","title":"Youth Unemployment in Quebec and Canada: Characterization and Trends","year":2003,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Unemployment; Youth unemployment; Economics; Government (linguistics); Demographic economics; Labour economics; Economic growth","score_opus":0.037554554082026445,"score_gpt":0.32498994464349024,"score_spread":0.2874353905614638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403877383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836483,0.00006820166,0.000016745555,0.0035767714,0.00014846836,0.00013009663,0.0000127150015,0.00001852205,0.012380208],"genre_scores_gemma":[0.94951993,0.00009549777,0.000009951228,0.0008277625,0.00002095712,0.000022323462,0.000026208725,0.0000066782954,0.04947071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931985,0.00010179273,0.00018302015,0.00012833829,0.000072472445,0.00019449765],"domain_scores_gemma":[0.9997948,0.00004022996,0.000038239425,0.000057663667,0.000018748853,0.000050307834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001223902,0.000076938864,0.00012219063,0.000055701654,0.00020049933,0.000004209738,0.000015626629,0.000038646358,0.00015193153],"category_scores_gemma":[0.000020624893,0.00006060803,0.0000045946863,0.000076145276,0.000017270622,0.000054771794,0.000027205917,0.00008375386,0.000001196895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053916615,0.000009305082,0.98530585,0.000019923724,0.000006567938,0.0000012441791,0.0043463456,4.923261e-8,0.000049557715,0.0051720766,0.0009325025,0.004151163],"study_design_scores_gemma":[0.00054168556,0.0000147418,0.95799613,0.00003295427,0.0000071387776,1.234714e-7,0.006091342,0.0000036018864,0.00001638878,0.000023657278,0.035183333,0.00008891416],"about_ca_topic_score_codex":0.9444619,"about_ca_topic_score_gemma":0.9970018,"teacher_disagreement_score":0.052539967,"about_ca_system_score_codex":0.00009794094,"about_ca_system_score_gemma":0.00011129811,"threshold_uncertainty_score":0.24715237},"labels":[],"label_agreement":null},{"id":"W2404101324","doi":"10.24095/hpcdp.36.2.04","title":"Release notice - Strengthening the evidence base on social determinants of health: measuring everyday discrimination through a CCHS rapid response module","year":2016,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Notice; Base (topology); Political science; Psychology; Law","score_opus":0.1787353536182791,"score_gpt":0.4258429020508817,"score_spread":0.2471075484326026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404101324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9236354,0.0035032916,0.0003771548,0.07019574,0.00048322053,0.001664939,0.00008292962,0.000030189583,0.00002714145],"genre_scores_gemma":[0.9966669,0.0017122385,0.000016051146,0.00070453266,0.00010737667,0.00033253143,0.000008884823,0.000019859099,0.0004316112],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.993652,0.0038338804,0.0010353465,0.00037454927,0.0005418611,0.0005623644],"domain_scores_gemma":[0.99781406,0.0008340574,0.0007895725,0.00025593393,0.00012239722,0.0001839736],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029525815,0.00018640314,0.0003369038,0.00008072968,0.0013237933,0.0000066765283,0.0001273828,0.000047794027,0.00013397662],"category_scores_gemma":[0.0007487481,0.00012547916,0.000058812988,0.0001868016,0.000079100115,0.00029166284,0.00008565967,0.00023602063,0.0000037668424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043377243,0.0010516724,0.20260032,0.01100261,0.00008851308,0.000023072613,0.015182029,0.00006603877,0.00011941321,0.0025819102,0.019820279,0.7431264],"study_design_scores_gemma":[0.0027931374,0.0006005678,0.97819775,0.012133142,0.00003357091,6.4708706e-7,0.0024977946,0.0004293189,0.000037266556,0.00107361,0.001955968,0.00024724356],"about_ca_topic_score_codex":0.15342592,"about_ca_topic_score_gemma":0.60379034,"teacher_disagreement_score":0.7755974,"about_ca_system_score_codex":0.0030224384,"about_ca_system_score_gemma":0.00806573,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W2409307686","doi":"10.1016/s0197-2510(09)70122-6","title":"10.1016/s0197-2510(09)70122-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hostility; Work (physics); Psychology; Computer science; Social psychology; Engineering; Mechanical engineering","score_opus":0.025508531802610115,"score_gpt":0.3073269021205063,"score_spread":0.2818183703178962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409307686","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014241778,0.00012500992,3.0915166e-7,0.0046260045,0.000007768108,0.0005377107,0.00002274875,0.00028854946,0.9929677],"genre_scores_gemma":[0.0001468936,0.0000016945747,0.00003525295,0.0002847862,0.0004999206,0.00013102329,0.00001971158,0.000035927882,0.9988448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984867,0.00015777208,0.00033111856,0.00025427254,0.00020224659,0.0005678799],"domain_scores_gemma":[0.99919814,0.00019396305,0.00005239389,0.0003107999,0.00008016807,0.00016451771],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027817473,0.00017451076,0.00025722996,0.00006796409,0.0007157644,0.000008300553,0.00019333363,0.00011110231,0.9987983],"category_scores_gemma":[0.000067643334,0.0001502475,0.00006437196,0.00020209301,0.000034988258,0.00008008606,0.00010988471,0.00027737196,0.99878037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006532492,0.00003256213,0.000017134029,0.00001951775,0.000024650531,0.0000024354686,0.00024906138,0.0000018228695,0.0000065020854,0.000005490256,0.763692,0.23588349],"study_design_scores_gemma":[0.00043280356,0.00011694771,0.0008030553,0.00006923953,0.000021153142,4.5632302e-7,0.000021927275,0.0000069394837,0.0000049886708,0.000034977165,0.9983034,0.00018409593],"about_ca_topic_score_codex":0.00012762203,"about_ca_topic_score_gemma":0.000003309075,"teacher_disagreement_score":0.2356994,"about_ca_system_score_codex":0.0000648339,"about_ca_system_score_gemma":0.000049132188,"threshold_uncertainty_score":0.6126915},"labels":[],"label_agreement":null},{"id":"W2409822218","doi":"","title":"Work structure in the chronic care setting: possible consequences for nurses' mental health.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Professionalization; Autonomy; Nursing; Psychodynamics; Absenteeism; Work (physics); Mental health; Psychology; Power (physics); Health care; Nursing care; Medicine; Psychiatry; Psychotherapist; Social psychology; Sociology; Political science","score_opus":0.06215053101043328,"score_gpt":0.3759555105588117,"score_spread":0.31380497954837844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409822218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89296097,0.012611507,0.0000023106832,0.07684112,0.003800465,0.009241076,0.00024448262,0.000111866495,0.00418623],"genre_scores_gemma":[0.9896435,0.00022901839,0.00003600299,0.0027745327,0.0006038769,0.004394679,0.000080488506,0.00001542294,0.0022224453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982063,0.00028303004,0.0003276532,0.00021920064,0.00018540178,0.0007783979],"domain_scores_gemma":[0.9992516,0.00026889436,0.00014559159,0.00018578873,0.00008118628,0.00006695594],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003629343,0.00013566922,0.00021011799,0.000054082877,0.0017477126,0.0000072438925,0.00020902598,0.00008468785,0.000029692774],"category_scores_gemma":[0.00013004059,0.00008706371,0.00005410025,0.00021601445,0.00015960094,0.00006140589,0.000044647386,0.000304552,0.000005601979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007579995,0.000022917615,0.6177405,0.00027408326,0.00003041562,0.000003497269,0.06931846,0.000002533602,0.0000016387606,0.00066625094,0.28558096,0.026282925],"study_design_scores_gemma":[0.0009961708,0.00004942769,0.76772773,0.00006751801,0.0000063363373,0.0000018569706,0.01912755,4.70765e-7,0.000012719884,0.0004589606,0.21143223,0.00011904457],"about_ca_topic_score_codex":0.0002576975,"about_ca_topic_score_gemma":0.0018622817,"teacher_disagreement_score":0.14998719,"about_ca_system_score_codex":0.00036887755,"about_ca_system_score_gemma":0.00029273485,"threshold_uncertainty_score":0.9995519},"labels":[],"label_agreement":null},{"id":"W2410413331","doi":"10.1057/9780230289888_2","title":"Remote Work from the Perspective of Developed Economies","year":2010,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offshoring; Underpinning; Relocation; Perspective (graphical); Phenomenon; Call centre; Work (physics); Business; Economic geography; Economy; Marketing; Political science; Economics; Outsourcing; Engineering","score_opus":0.057220156375129325,"score_gpt":0.33561416162338126,"score_spread":0.2783940052482519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410413331","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018061766,0.0018432384,0.00002114658,0.0017325286,0.0013713269,0.0012906893,0.00036544062,0.00009740288,0.99147207],"genre_scores_gemma":[0.9228596,0.000426418,0.0005703998,0.0008647768,0.0014894762,0.00004150961,0.000069186,0.00014075544,0.073537886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976327,0.00013036099,0.0008719702,0.00057691796,0.00027720063,0.0005108858],"domain_scores_gemma":[0.99618995,0.0014955277,0.0008309249,0.00091869844,0.00045903132,0.00010584916],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003988525,0.0005760654,0.0009311619,0.00011180259,0.0009201257,0.000012189797,0.0005642348,0.00073211535,0.0020774095],"category_scores_gemma":[0.00015127298,0.00039487728,0.000305407,0.000019353225,0.00051710336,5.76256e-7,0.0005736938,0.0015520621,0.0005421525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013958752,2.486075e-7,0.0056745107,0.00004694165,0.000695194,0.000007987169,0.013156014,4.0144343e-8,0.000029439529,0.9744765,0.0005467391,0.005226768],"study_design_scores_gemma":[0.00047561747,0.000036266752,0.012698609,0.00064099586,0.0001795119,4.6927732e-7,0.0017619816,2.660973e-7,0.00004218003,0.94842434,0.035301037,0.00043874473],"about_ca_topic_score_codex":0.00223918,"about_ca_topic_score_gemma":0.0072478754,"teacher_disagreement_score":0.9210534,"about_ca_system_score_codex":0.00017886942,"about_ca_system_score_gemma":0.0003199281,"threshold_uncertainty_score":0.99985033},"labels":[],"label_agreement":null},{"id":"W2411017345","doi":"","title":"Occupational Health of Newcomers and Immigrants to Canada","year":2013,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Immigration; Occupational safety and health; Ethnic group; Psychological intervention; Social determinants of health; Political science; Demographic economics; Medicine; Public health; Psychiatry","score_opus":0.03936951451592831,"score_gpt":0.3206086070416967,"score_spread":0.2812390925257684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411017345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680517,0.00036254997,0.000015991845,0.02676592,0.00082533597,0.0011835779,0.000058993064,0.000029951774,0.0027059794],"genre_scores_gemma":[0.9887534,0.00022201263,0.000102237755,0.0065613124,0.00014602194,0.00014159964,0.000014548063,0.000020295776,0.0040386203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793285,0.0002094911,0.0004168412,0.00020563276,0.00025649494,0.0009786832],"domain_scores_gemma":[0.9989648,0.0001282437,0.00014793452,0.000158283,0.00014070349,0.00046002126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576033,0.00012780161,0.00024182754,0.00005166618,0.00035152226,0.0000052203136,0.00011434584,0.000026002073,0.00020418162],"category_scores_gemma":[0.00017270067,0.000106006526,0.000019015746,0.00021091428,0.000031617605,0.000055987162,0.00012558505,0.00015828879,0.0000381725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022463419,0.000015970767,0.8453595,0.00008266896,0.000027224178,0.0000011679782,0.0060052737,0.0000015399327,0.000019664649,0.0002501935,0.13737424,0.010840069],"study_design_scores_gemma":[0.0003214564,0.000025595824,0.87304527,0.000040997078,0.0000036560398,2.3204359e-7,0.0008435709,0.000001418563,0.000011312761,0.000018093677,0.12560414,0.00008426949],"about_ca_topic_score_codex":0.6811843,"about_ca_topic_score_gemma":0.4834864,"teacher_disagreement_score":0.1976979,"about_ca_system_score_codex":0.0001711317,"about_ca_system_score_gemma":0.0007154344,"threshold_uncertainty_score":0.52593863},"labels":[],"label_agreement":null},{"id":"W2412524959","doi":"10.12927/hcq.2013.23331","title":"The Burden of Unhealthy Living in Ontario: The Impact of Smoking, Alcohol, Diet, Physical Inactivity and Stress on Life Expectancy","year":2013,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Life expectancy; Environmental health; Physical activity; Medicine; Gerontology; Expectancy theory; Smoking cessation; Alcohol intake; Alcohol; Psychology; Physical therapy; Social psychology","score_opus":0.0500022905615871,"score_gpt":0.3953400555818251,"score_spread":0.345337765020238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412524959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840951,0.00062558765,0.0000011239305,0.012930538,0.00021449641,0.001294404,0.000024129064,0.000024565868,0.00079007115],"genre_scores_gemma":[0.99903905,0.000107639906,0.0000025296554,0.00015152757,0.00024320626,0.0002858821,0.0000028911547,0.000022176651,0.00014508872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700737,0.0010572392,0.00067529874,0.0002790341,0.00032785675,0.0006532229],"domain_scores_gemma":[0.99607766,0.002590815,0.0004914358,0.00047190132,0.0002072418,0.00016093541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152303,0.00023040251,0.0005601378,0.00007992646,0.0009026339,0.000013128449,0.00021746306,0.00012558134,0.00004551138],"category_scores_gemma":[0.00013581877,0.00012410569,0.00011773817,0.0001810119,0.00018612316,0.00014382594,0.00006681719,0.0009559484,0.000007648621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017106853,0.00013047023,0.82485354,0.00023512932,0.000059914208,7.238831e-7,0.16525757,0.0000029467528,0.000020656922,0.0010749531,0.0011997767,0.006993253],"study_design_scores_gemma":[0.00039621064,0.0028011166,0.95038795,0.0007369424,0.000008575924,2.08447e-7,0.044227738,0.00006169976,0.0000025761697,0.0011746496,0.0000975862,0.00010473123],"about_ca_topic_score_codex":0.7542217,"about_ca_topic_score_gemma":0.36475986,"teacher_disagreement_score":0.38946182,"about_ca_system_score_codex":0.00035959226,"about_ca_system_score_gemma":0.0006195804,"threshold_uncertainty_score":0.6942421},"labels":[],"label_agreement":null},{"id":"W2412998934","doi":"10.7748/ns2011.09.26.4.66.p6462","title":"Hard work, but worth the pain","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Work (physics); Psychology; Business; Engineering; Mechanical engineering","score_opus":0.12295822851207269,"score_gpt":0.39342205679344205,"score_spread":0.2704638282813694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412998934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3696483,0.002934242,0.008089597,0.046744518,0.0061386097,0.0018060827,0.000082566585,0.000783217,0.56377286],"genre_scores_gemma":[0.970203,0.000111743066,0.0008815071,0.0035050244,0.00061845017,0.00010657767,0.000006691497,0.00004742131,0.024519576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982341,0.0005349566,0.0002718698,0.00019220886,0.0002637351,0.0005031656],"domain_scores_gemma":[0.99904203,0.00030020956,0.00010441026,0.00031465522,0.0001713971,0.00006729657],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014260674,0.00013908715,0.00019941373,0.00003668677,0.0014445055,0.000009608462,0.0001785983,0.00009033293,0.00091470627],"category_scores_gemma":[0.00023484165,0.00008657236,0.00006737418,0.00015834211,0.00019250104,0.000056214136,0.000038982336,0.0004267428,0.00017456691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033752614,0.000038523063,0.24911913,0.000024028024,0.000047969635,0.000004657055,0.03343711,1.4198105e-7,0.000009021406,0.0056587784,0.6281415,0.08318162],"study_design_scores_gemma":[0.001122372,0.0003170275,0.45621216,0.0018030078,0.00010297613,7.7936147e-7,0.026179168,0.0000033591214,0.00006701405,0.013075053,0.500725,0.00039208826],"about_ca_topic_score_codex":0.000077763376,"about_ca_topic_score_gemma":0.000035434852,"teacher_disagreement_score":0.6005547,"about_ca_system_score_codex":0.00015839352,"about_ca_system_score_gemma":0.00008897584,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2413305474","doi":"10.14288/1.0100798","title":"Temporary topics : critical interpretations of the temporary work industry","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Temporary work; Epistemology; Computer science; Engineering; Philosophy; Mechanical engineering","score_opus":0.048783201493166485,"score_gpt":0.28326881354533123,"score_spread":0.23448561205216475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413305474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96160996,0.00014221949,0.00005741952,0.0011892383,0.0004574298,0.00029642644,0.00009048025,0.000045706212,0.036111098],"genre_scores_gemma":[0.9942218,0.000022570342,0.00012569189,0.00016957603,0.000050629365,0.000001670161,0.000004608588,0.00000967022,0.005393804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989912,0.00021274497,0.00022148936,0.00018894661,0.00017391017,0.0002117235],"domain_scores_gemma":[0.99911004,0.0001488101,0.00016276598,0.0002904544,0.00021501906,0.00007292439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018597736,0.000040014504,0.00022629375,0.00002842831,0.0006377308,0.0000055727432,0.00034880685,0.00024677653,0.0006153755],"category_scores_gemma":[0.00012468381,0.000096918455,0.00011558704,0.00029641425,0.00049752597,0.0001992924,0.00038406372,0.0005188493,0.000013124282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010689991,0.000096242344,0.9514117,0.00012078844,0.000039804137,0.000015112918,0.0026527077,5.701199e-8,0.0000043988452,0.000044344735,0.028877819,0.016726326],"study_design_scores_gemma":[0.0003084279,0.000038036553,0.9871907,0.00060708326,0.000040287705,0.0000015338586,0.009352084,0.0000015853349,4.8902604e-7,0.0012792349,0.0010895929,0.00009092945],"about_ca_topic_score_codex":0.06080556,"about_ca_topic_score_gemma":0.05254308,"teacher_disagreement_score":0.035779007,"about_ca_system_score_codex":0.00003492938,"about_ca_system_score_gemma":0.00016356733,"threshold_uncertainty_score":0.9647455},"labels":[],"label_agreement":null},{"id":"W2413721637","doi":"10.15173/glj.v7i2.2922","title":"Towards a Precarity Agenda","year":2016,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Precarity; Charter; Politics; Sociology; Citizenship; Agency (philosophy); CONTEST; Political science; Solidarity; Globe; Political economy; Economic growth; Gender studies; Economics; Social science; Law","score_opus":0.06139863405175138,"score_gpt":0.419308290852438,"score_spread":0.3579096568006866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413721637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8251479,0.0010978817,0.0013487752,0.047605947,0.004155367,0.00027979788,0.0002928242,0.00014922435,0.119922236],"genre_scores_gemma":[0.9828639,0.0005377358,0.00033426445,0.0021258146,0.0015998565,0.000014077388,9.0950914e-7,0.000011215413,0.012512219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982437,0.0003264613,0.00037665092,0.00014878364,0.0003068598,0.000597546],"domain_scores_gemma":[0.99911034,0.00006851857,0.00018575031,0.00014968829,0.00029516747,0.00019050592],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006365819,0.00013629514,0.00021022909,0.000027416583,0.001102927,0.000016658156,0.00021324289,0.0001125088,0.0027104341],"category_scores_gemma":[0.0003007304,0.000074870055,0.000098729004,0.00014178075,0.00005466183,0.00016811924,0.00017215947,0.00031679997,0.00079259195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009200007,0.000041943484,0.68397987,0.000027944845,0.00011357031,0.00005092611,0.00050358166,1.012046e-7,0.00011919915,0.039438054,0.21603951,0.05959327],"study_design_scores_gemma":[0.00096676336,0.00005821857,0.503797,0.0001478208,0.000016653423,0.0000269029,0.00021947907,1.2272118e-7,0.000010148068,0.024001302,0.4706498,0.0001057791],"about_ca_topic_score_codex":0.00018021409,"about_ca_topic_score_gemma":0.00018644292,"teacher_disagreement_score":0.2546103,"about_ca_system_score_codex":0.0003668757,"about_ca_system_score_gemma":0.00031029226,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W2414726018","doi":"10.1093/pch/15.5.253","title":"How does one manage to have a good job, balanced life and enjoy their work?","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre","funders":"","keywords":"Work (physics); Operations management; Psychology; Computer science; Economics; Engineering; Mechanical engineering","score_opus":0.027036367874149144,"score_gpt":0.3249475676275718,"score_spread":0.2979111997534227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414726018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54269886,0.0033115523,0.00031524408,0.43754694,0.0026875983,0.0027980697,0.00017311225,0.0003679349,0.010100724],"genre_scores_gemma":[0.9653005,0.004530089,0.0010412595,0.022469074,0.0034733578,0.00022852424,0.000028355233,0.00006809149,0.0028607624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705726,0.00029261076,0.0005692569,0.0005846812,0.00033586862,0.0011602988],"domain_scores_gemma":[0.9975728,0.0005960944,0.00033370493,0.00053354894,0.00013800907,0.00082583714],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012265773,0.00033538433,0.00064700824,0.0002573367,0.001960418,0.000049317874,0.00026996547,0.00024585865,0.000058558566],"category_scores_gemma":[0.00054012117,0.00023742618,0.00008583703,0.00048903405,0.000063044994,0.00012945662,0.00042899768,0.0014831445,0.00007730758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056310946,0.00008820754,0.96100533,0.00043931764,0.000049298324,0.0000017552566,0.009388711,2.0895278e-7,0.000008087795,0.0046110977,0.017053206,0.007298468],"study_design_scores_gemma":[0.0012648875,0.00015946344,0.83609086,0.00013006553,0.000027362472,5.158948e-7,0.0034595872,0.000003874317,0.0000030022318,0.0012608297,0.15724589,0.00035367225],"about_ca_topic_score_codex":0.00040836397,"about_ca_topic_score_gemma":0.0036403919,"teacher_disagreement_score":0.42260164,"about_ca_system_score_codex":0.000084990665,"about_ca_system_score_gemma":0.00020963285,"threshold_uncertainty_score":0.99933887},"labels":[],"label_agreement":null},{"id":"W2415233745","doi":"10.1177/084456211304500305","title":"Impact of the Global Economic Crisis on the Health of Unemployed Autoworkers","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Recession; Unemployment; Depression (economics); Anxiety; Financial crisis; Global recession; Interpretative phenomenological analysis; Economic slowdown; Focus group; Psychology; Medicine; Qualitative research; Demography; Demographic economics; Gerontology; Psychiatry; Economics; Economic growth; Sociology; Economy; Social science","score_opus":0.19487391801708392,"score_gpt":0.5338930342006768,"score_spread":0.3390191161835929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415233745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8621228,0.00040537998,8.9935617e-7,0.12914763,0.00057715876,0.0004456188,0.000040315117,0.0000019110503,0.007258326],"genre_scores_gemma":[0.99931663,0.0000406905,0.000008798404,0.00023683837,0.00017197942,0.0000058243418,3.9610833e-7,0.00001150434,0.00020735932],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997087,0.0012147622,0.00057528535,0.00009083888,0.00034044322,0.0006916554],"domain_scores_gemma":[0.99741924,0.0008774933,0.0003966332,0.00029889285,0.00057186536,0.00043584788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023076092,0.00009233305,0.00028593646,0.00019905451,0.0010761388,0.000015108683,0.000521189,0.00006990872,0.0005306101],"category_scores_gemma":[0.00057771796,0.00004758089,0.00019043889,0.00035126318,0.0004574134,0.00006670996,0.000025986912,0.00077988004,0.00002979602],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003265289,0.000018161492,0.43261752,0.0000151590475,0.000064711836,8.086746e-7,0.004795614,0.000027821006,0.0000044939616,0.0016092296,0.5575602,0.0032536213],"study_design_scores_gemma":[0.00033101928,0.000705098,0.97495687,0.0015170486,0.0000086494365,0.0000031978773,0.013354896,0.000013293814,0.000004717315,0.00809262,0.0009630631,0.000049540347],"about_ca_topic_score_codex":0.116069585,"about_ca_topic_score_gemma":0.018196251,"teacher_disagreement_score":0.5565972,"about_ca_system_score_codex":0.003969572,"about_ca_system_score_gemma":0.0068338076,"threshold_uncertainty_score":0.999854},"labels":[],"label_agreement":null},{"id":"W2416659024","doi":"10.6000/1929-7092.2016.05.14","title":"Does High Unemployment Rate Cause High Suicide Rate? Evidence from Japan and South Korea","year":2016,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Suicide rates; Unemployment rate; Unemployment; Economics; Demographic economics; Medicine; Suicide prevention; Poison control; Economic growth; Environmental health","score_opus":0.08605100124516535,"score_gpt":0.37911232099095776,"score_spread":0.2930613197457924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416659024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650355,0.0087436475,0.000043623026,0.023175465,0.0020798838,0.0005759477,0.00020314618,0.000017011796,0.0001257967],"genre_scores_gemma":[0.7560294,0.23733531,0.0003885735,0.0038958308,0.00123832,0.000033162207,0.0000040417217,0.000029582143,0.0010457216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677145,0.00074804906,0.001622266,0.00032148662,0.00010326403,0.00043349728],"domain_scores_gemma":[0.99644595,0.0009354902,0.0018189712,0.0003612674,0.00016876834,0.00026956823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020169406,0.0003160293,0.0010795527,0.000059292383,0.00030989942,0.00003010768,0.00029644917,0.00013131036,0.00028511917],"category_scores_gemma":[0.0006841649,0.00014433835,0.00018928618,0.000070821276,0.000099016266,0.0003781277,0.00017543446,0.00027989634,0.0002872534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006220037,0.00006763575,0.9388011,0.00017938449,0.0004118627,0.0000185177,0.0008510061,0.000008947709,0.00010443241,0.004931097,0.024478624,0.029525401],"study_design_scores_gemma":[0.0038777136,0.00083540735,0.6760023,0.011279393,0.0005343166,0.000005613015,0.0005612472,0.0000040500845,0.0001609931,0.017526442,0.2885443,0.00066821266],"about_ca_topic_score_codex":0.00052881794,"about_ca_topic_score_gemma":0.00088829343,"teacher_disagreement_score":0.26406568,"about_ca_system_score_codex":0.0005859978,"about_ca_system_score_gemma":0.00016936005,"threshold_uncertainty_score":0.58859473},"labels":[],"label_agreement":null},{"id":"W2420606113","doi":"10.1590/0102-311xco060516","title":"The missing link in precariousness research.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Compromise; Great recession; Class (philosophy); Politics; Sociology; Recession; Political science; Political economy; Economics; Social science; Law; Labour economics; Epistemology","score_opus":0.21254610840008148,"score_gpt":0.45176103139450347,"score_spread":0.23921492299442199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2420606113","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28439173,0.0021975199,0.000023541625,0.5667931,0.0025045082,0.0034301325,0.000004697503,0.00015926998,0.1404955],"genre_scores_gemma":[0.96119994,0.00036251883,0.000003966434,0.00028637648,0.00066810765,0.00440762,3.057803e-7,0.000014564306,0.033056576],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997761,0.0007768321,0.00023787736,0.0001527093,0.00022934709,0.0008422213],"domain_scores_gemma":[0.99695605,0.002504352,0.00004405936,0.00023337294,0.00019037726,0.000071814764],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036870672,0.000061318446,0.0000996229,0.00006663212,0.0013099223,0.000011127717,0.00018738469,0.00007199914,0.000018586285],"category_scores_gemma":[0.0024446412,0.000027724078,0.00002152059,0.00019544386,0.00010520522,0.00006776708,0.00020259664,0.00031982022,0.00009724418],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003318299,0.000007956322,0.27275214,0.000015244044,0.000008569635,0.0000015595585,0.0009498293,1.6799966e-8,0.0000129675245,0.00275947,0.022839917,0.70061916],"study_design_scores_gemma":[0.00029259984,0.0000033250856,0.6704979,0.000051868206,0.0000011534562,2.7812325e-8,0.00024016482,2.808955e-7,0.000019262501,0.009430669,0.31942728,0.000035440902],"about_ca_topic_score_codex":0.00023857313,"about_ca_topic_score_gemma":0.0012659719,"teacher_disagreement_score":0.7005837,"about_ca_system_score_codex":0.0001634079,"about_ca_system_score_gemma":0.000055992856,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W2421543409","doi":"10.1590/0102-311x00162215","title":"Global precarious employment and health inequalities: working conditions, social class, or precariat?","year":2016,"lang":"en","type":"letter","venue":"Cadernos de Saúde Pública","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Inequality; Construct (python library); Precarious work; Social inequality; Sociology; Social class; Labour economics; Economics; Economic growth; Demographic economics; Work (physics)","score_opus":0.14973220867410697,"score_gpt":0.4431933512654582,"score_spread":0.29346114259135125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2421543409","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007671212,0.0030969565,0.000111418485,0.9742761,0.0019423065,0.0024747537,0.002062792,0.00058703835,0.014681508],"genre_scores_gemma":[0.01384709,0.0018652388,0.00009412869,0.90724593,0.023604896,0.001884879,0.0009800461,0.00020710274,0.050270654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99298173,0.0015752722,0.0014297403,0.0010299358,0.00073032273,0.0022529892],"domain_scores_gemma":[0.9968425,0.001067221,0.0010497742,0.0005374898,0.00020853446,0.0002944965],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009937974,0.00080763566,0.0013703472,0.00021888084,0.0028637685,0.000080240134,0.000507575,0.0020019119,0.0008845136],"category_scores_gemma":[0.00020447362,0.0006168906,0.00024134954,0.0003101159,0.0003495077,0.00013683157,0.00065063586,0.0026417878,0.00016396411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006461772,0.000023983113,0.03472865,0.0008965699,0.0003767853,0.000049125363,0.0064817104,4.9287994e-8,6.796876e-7,0.0020722814,0.9496779,0.005627655],"study_design_scores_gemma":[0.0014653421,0.0001881098,0.01823755,0.0015938624,0.00014461164,0.000011923792,0.00070519635,8.7253824e-7,4.7698285e-7,0.0033010603,0.9736843,0.0006666617],"about_ca_topic_score_codex":0.001444355,"about_ca_topic_score_gemma":0.0013751808,"teacher_disagreement_score":0.06703014,"about_ca_system_score_codex":0.0025583585,"about_ca_system_score_gemma":0.0020228915,"threshold_uncertainty_score":0.9996592},"labels":[],"label_agreement":null},{"id":"W2460760795","doi":"10.3138/cpp.2015-064","title":"Economic Insecurity and the Weight Gain of Canadian Adults: A Natural Experiment Approach","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Unemployment; Weight gain; Body mass index; Population health; Economics; Job insecurity; Obesity; Demographic economics; Natural experiment; Index (typography); Health economics; Population; Recession; Demography; Medicine; Body weight; Economic growth; Sociology; Health care","score_opus":0.028617203144174534,"score_gpt":0.31734818976668405,"score_spread":0.2887309866225095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460760795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5872175,0.0017621877,0.0000014712869,0.28317633,0.00048955705,0.0010645518,0.0005160444,0.000031951473,0.12574036],"genre_scores_gemma":[0.9924161,0.00034984897,0.000012316675,0.0042640506,0.00052734977,0.00022121187,0.000014857221,0.000018821544,0.002175438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981872,0.0002557996,0.00033336674,0.00023498123,0.000080809645,0.0009078575],"domain_scores_gemma":[0.998408,0.0001829752,0.000111340334,0.00033207177,0.00007676795,0.0008888527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045501042,0.00016252743,0.00027118385,0.0009260382,0.0008245229,0.000014431438,0.00027833998,0.00012098359,0.00022835407],"category_scores_gemma":[0.00027662932,0.00009199294,0.000056246306,0.00026466712,0.00041138023,0.00014518973,0.00007558787,0.00019633416,0.000046729783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029714756,0.0000067431943,0.04387265,0.000041569834,0.00008429996,0.0000015896053,0.009019632,1.7848619e-8,0.000004843988,0.8600372,0.08120364,0.0056981156],"study_design_scores_gemma":[0.003923336,0.00002875715,0.048527677,0.000103994,0.000013208537,0.0000034392785,0.0030619858,0.000040904542,0.000013746891,0.0028097248,0.9411845,0.00028870156],"about_ca_topic_score_codex":0.9912817,"about_ca_topic_score_gemma":0.9961997,"teacher_disagreement_score":0.8599809,"about_ca_system_score_codex":0.0016865332,"about_ca_system_score_gemma":0.006362304,"threshold_uncertainty_score":0.9992707},"labels":[],"label_agreement":null},{"id":"W24609255","doi":"10.25071/1705-1436.164","title":"Precarious Employment in the Canadian Labour Market: A Statistical Portrait","year":2003,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarious work; Labour economics; Work (physics); Wage; Temporary work; Portrait; White (mutation); Economics; Demographic economics; Sociology; Geography","score_opus":0.04871377315144766,"score_gpt":0.37747101151383416,"score_spread":0.3287572383623865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W24609255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6832566,0.0006932946,0.000035566336,0.026736896,0.0012909325,0.00199723,0.0005135622,0.00009664896,0.28537923],"genre_scores_gemma":[0.95187265,0.000051449402,0.00014705327,0.008134809,0.00015952146,0.00030123736,0.000016268446,0.000028551553,0.03928846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973529,0.00066293293,0.00044273637,0.00027696212,0.00033758808,0.00092688604],"domain_scores_gemma":[0.9988583,0.000421374,0.00008656455,0.00031555173,0.000107010805,0.00021124912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014069664,0.00019489569,0.0002537864,0.00012728614,0.0010654374,0.00002709027,0.00022097415,0.00016711981,0.004627648],"category_scores_gemma":[0.00044551105,0.00013661163,0.000039568113,0.00032961386,0.00006520623,0.000057081354,0.00003703214,0.0006654052,0.00029643904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017690527,0.000069921385,0.45869252,0.00008485248,0.000033026892,0.000125081,0.010789969,0.0000011339748,0.0000023606513,0.39877343,0.13088381,0.0005261784],"study_design_scores_gemma":[0.00040754187,0.00003151041,0.5220684,0.000032271873,0.000012367742,0.0000019274416,0.0029208926,0.0000012573005,7.7171273e-7,0.0023878773,0.47202677,0.00010842244],"about_ca_topic_score_codex":0.2868526,"about_ca_topic_score_gemma":0.8965448,"teacher_disagreement_score":0.6096922,"about_ca_system_score_codex":0.00036628018,"about_ca_system_score_gemma":0.0009358695,"threshold_uncertainty_score":0.9962823},"labels":[],"label_agreement":null},{"id":"W2461607412","doi":"10.29173/cjs23863","title":"Youth Unemployment and Career Scarring: Social-Psychological Mediating Effects?","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Unemployment; Youth unemployment; Psychology; Longitudinal data; Longitudinal study; Labour economics; Demographic economics; Economics; Sociology; Medicine; Demography; Economic growth","score_opus":0.11764672508911328,"score_gpt":0.39705785031306834,"score_spread":0.27941112522395506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461607412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94424856,0.00087166094,0.000016751812,0.05257,0.0008484864,0.00016157895,0.000013794517,0.000008602453,0.001260559],"genre_scores_gemma":[0.9964227,0.00004774792,0.00001263692,0.0022232553,0.0009467776,0.000009115752,7.131701e-7,0.000012047026,0.0003250164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982411,0.0007025284,0.00035879048,0.000106385676,0.00010363161,0.00048756288],"domain_scores_gemma":[0.99829316,0.00094212906,0.00028875977,0.00008423186,0.00015290512,0.00023880307],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011773736,0.00010960594,0.00028970084,0.00007240878,0.001598544,0.0000049513424,0.00019220101,0.00019802665,0.00009223777],"category_scores_gemma":[0.00045002883,0.00005161168,0.000061006518,0.00004110574,0.00072959386,0.00003816154,0.000043573844,0.0004554134,0.000019630865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025333036,0.0000054948746,0.8957576,0.000023943916,0.00015218725,0.000029647623,0.080304034,1.5158109e-7,0.00017280594,0.008061191,0.009582427,0.005885145],"study_design_scores_gemma":[0.0018855614,0.00046949091,0.95209473,0.00015118008,0.00013544067,0.000016502154,0.022363082,2.8050107e-7,0.000013277942,0.016774146,0.005911614,0.00018469286],"about_ca_topic_score_codex":0.0019624732,"about_ca_topic_score_gemma":0.011028987,"teacher_disagreement_score":0.05794095,"about_ca_system_score_codex":0.00022396247,"about_ca_system_score_gemma":0.00026936026,"threshold_uncertainty_score":0.99970126},"labels":[],"label_agreement":null},{"id":"W2462159562","doi":"10.1016/j.chiabu.2016.06.017","title":"Examining the independent protective effect of subjective well-being on severe psychological distress among Canadian adults with a history of child maltreatment","year":2016,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Respondent; Mental health; Clinical psychology; Psychology; Logistic regression; Poison control; Distress; Odds ratio; Socioeconomic status; Injury prevention; Psychiatry; Medicine; Population; Medical emergency; Environmental health","score_opus":0.014227283561011817,"score_gpt":0.27693003891767637,"score_spread":0.26270275535666454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462159562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9326803,0.00025629788,0.0000051241204,0.0007770272,0.0002630406,0.0027660746,0.000036016478,0.000048718306,0.063167416],"genre_scores_gemma":[0.99814487,0.000103810846,0.0000021340927,0.00024094954,0.00013309345,0.00065836706,0.00000814977,0.000034161214,0.0006744801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974032,0.00078531215,0.00039868406,0.0005044047,0.0003352028,0.00057319825],"domain_scores_gemma":[0.99801093,0.00083831704,0.00040147165,0.0004754019,0.00011852543,0.0001553433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029611366,0.00034385355,0.00051075534,0.00015936507,0.00062412734,0.0000029029602,0.00025361538,0.00017636098,0.00015112621],"category_scores_gemma":[0.00013593971,0.00015558259,0.000106717554,0.00017029284,0.00031816782,0.00007663954,0.0000545055,0.0005744331,0.000019690211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025720594,0.00018530931,0.95687574,0.0001713669,0.0004261944,0.000034719622,0.031961247,0.0000051351235,0.00004366878,0.0002030637,0.0012516608,0.0062698107],"study_design_scores_gemma":[0.0038023754,0.003397038,0.98538727,0.0050942074,0.00010334028,0.000006854394,0.0009517321,0.000001444611,0.00038831454,0.000028672728,0.00060340925,0.00023535748],"about_ca_topic_score_codex":0.025041556,"about_ca_topic_score_gemma":0.10613621,"teacher_disagreement_score":0.08109466,"about_ca_system_score_codex":0.0012102149,"about_ca_system_score_gemma":0.00009716061,"threshold_uncertainty_score":0.9814508},"labels":[],"label_agreement":null},{"id":"W2464629896","doi":"10.14288/1.0075920","title":"Life-cycle activity patterns of registered nurses in British Columbia : forecasting future supply and professional life expectancy","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Expectancy theory; Medicine; Economics; Environmental health; Management; Population","score_opus":0.026008972670916407,"score_gpt":0.2656555355805282,"score_spread":0.23964656290961178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464629896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960764,0.00028566452,0.00003343116,0.00070643733,0.0007968585,0.0007341282,0.00042233572,0.00006294885,0.0008817807],"genre_scores_gemma":[0.9950345,0.00027118338,0.000089282716,0.00013738265,0.00019316727,0.000008113238,0.000029093422,0.000026169831,0.004211064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997905,0.00041792626,0.0003577653,0.0005023351,0.00032794857,0.0004889824],"domain_scores_gemma":[0.9984362,0.0002909911,0.00048661855,0.0002728083,0.00024920815,0.00026414194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041353988,0.0000766147,0.0006352373,0.000050954015,0.0009166091,0.00005251211,0.00025636383,0.0002583827,0.00037003407],"category_scores_gemma":[0.00036625017,0.00027490946,0.00010782713,0.00022886669,0.00023263553,0.00038623618,0.00036127496,0.00043558652,0.0000032451826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027856391,0.00017455463,0.8397068,0.0006279621,0.000039430954,0.000033466236,0.0018730424,3.9302958e-7,0.00003451206,0.0000012319465,0.017127166,0.14035359],"study_design_scores_gemma":[0.00260868,0.00012253747,0.97317827,0.00221393,0.00003580185,0.000009097686,0.020221408,0.00008704887,1.2431875e-7,0.00017628177,0.0011045501,0.00024228942],"about_ca_topic_score_codex":0.53316754,"about_ca_topic_score_gemma":0.967692,"teacher_disagreement_score":0.4345245,"about_ca_system_score_codex":0.00007557961,"about_ca_system_score_gemma":0.0002294838,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2465230345","doi":"10.1037/apl0000055","title":"The long road to employment: Incivility experienced by jobseekers.","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Science Foundation Graduate Research Fellowship Program","keywords":"Incivility; Psychology; Social psychology; Seekers; Job performance; Attribution; Job design; Context (archaeology); Job attitude; Job analysis; Social cognitive theory; Job satisfaction; Applied psychology","score_opus":0.08455679999792681,"score_gpt":0.4629524244545365,"score_spread":0.3783956244566097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465230345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9156879,0.0007638024,0.0006151796,0.02419631,0.0027476433,0.0005365709,0.0000042329825,0.000030187988,0.055418164],"genre_scores_gemma":[0.989658,0.00014043065,0.00014436265,0.008017776,0.00056064635,0.000097221906,0.0000014402909,0.000020394149,0.0013597221],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978368,0.0002314167,0.0008487743,0.00019629982,0.0003684887,0.00051819126],"domain_scores_gemma":[0.998345,0.00022837931,0.0004949826,0.00032524715,0.00029030457,0.00031609673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019180917,0.00015636571,0.00035608592,0.000074707,0.00062615686,0.000011419472,0.00045768215,0.00014414567,0.00009686349],"category_scores_gemma":[0.000148566,0.000096873315,0.0000716266,0.0002103987,0.00014316308,0.0000640935,0.0001435345,0.00061105326,0.00019947928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016081545,0.00014287635,0.05776086,0.0000078503435,0.00011803954,0.000010860759,0.02503673,0.0000032215892,0.0008418741,0.0011800954,0.89432544,0.018964002],"study_design_scores_gemma":[0.0028056023,0.0006194756,0.15142198,0.00003398227,0.000028058448,0.0000101540945,0.013257217,7.8643853e-7,0.00009582233,0.0038164512,0.8277164,0.00019403534],"about_ca_topic_score_codex":0.000033788107,"about_ca_topic_score_gemma":0.0001006202,"teacher_disagreement_score":0.09366112,"about_ca_system_score_codex":0.00013258624,"about_ca_system_score_gemma":0.00011486776,"threshold_uncertainty_score":0.48159555},"labels":[],"label_agreement":null},{"id":"W2466764632","doi":"10.1177/0972063416651598","title":"Effects of Hospital Restructuring and Downsizing on Nursing Staff","year":2016,"lang":"en","type":"article","venue":"Journal of Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; York University","funders":"Kaiser Permanente","keywords":"Restructuring; Nursing; Health care; Business; Medicine; Work (physics); Economic growth; Economics; Finance","score_opus":0.023322916274993388,"score_gpt":0.3845429708655739,"score_spread":0.3612200545905805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466764632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96494746,0.0017117811,0.000494358,0.028233657,0.0016315985,0.0006223767,0.0000012317373,0.000014142668,0.002343387],"genre_scores_gemma":[0.9958048,0.0027792524,0.0005401956,0.00034598057,0.0002029561,0.0000060325838,9.59969e-8,0.000013057129,0.00030764862],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983035,0.00024741155,0.0007180433,0.00011034715,0.0002920184,0.00032868754],"domain_scores_gemma":[0.9985233,0.00035680045,0.0008475291,0.00010175918,0.00007874967,0.000091883594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008219292,0.0001052689,0.0003375107,0.00018952653,0.00035905474,0.0000033708554,0.00008490601,0.000032822067,0.000010218143],"category_scores_gemma":[0.00006872561,0.0000622882,0.00004679227,0.00006595574,0.000046802303,0.00009708749,0.000069984955,0.00017384259,0.0000034814582],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038016328,0.0004150964,0.049051665,0.006096128,0.00038102653,0.00007932774,0.011765403,0.0000034388484,0.00022065813,0.02461304,0.029198699,0.87779534],"study_design_scores_gemma":[0.0047485116,0.0036797037,0.9390271,0.021561269,0.00009078338,0.0000024063975,0.0058961734,0.0000011438545,0.00022273429,0.008034902,0.016540628,0.00019466538],"about_ca_topic_score_codex":0.000014638987,"about_ca_topic_score_gemma":0.0000021719502,"teacher_disagreement_score":0.8899754,"about_ca_system_score_codex":0.00023880538,"about_ca_system_score_gemma":0.000044334407,"threshold_uncertainty_score":0.2761595},"labels":[],"label_agreement":null},{"id":"W2468141274","doi":"10.1177/0094306116653953jjj","title":"Immigration and Work","year":2016,"lang":"en","type":"article","venue":"Contemporary Sociology A Journal of Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Immigration; Work (physics); Political science; Sociology; Law; Engineering","score_opus":0.14539262682323922,"score_gpt":0.4296371114802279,"score_spread":0.28424448465698865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468141274","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21983604,0.73281306,0.00072911143,0.043246865,0.0009049939,0.0004676612,0.0000022833412,0.000012848467,0.00198713],"genre_scores_gemma":[0.9491323,0.045777153,0.00010907901,0.0017731169,0.0004382426,0.000019387462,7.345212e-7,0.0000070919255,0.0027428977],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780124,0.0010987434,0.00081017026,0.00008597354,0.000055077584,0.00014879895],"domain_scores_gemma":[0.99814725,0.00066983415,0.0008981043,0.00009085925,0.00013093899,0.00006299597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018664388,0.000097162345,0.0005181255,0.000050535968,0.00024834415,0.0000011790959,0.00008550251,0.00012441388,0.00012113761],"category_scores_gemma":[0.0004263992,0.000046283203,0.00010690454,0.000041272397,0.00020009748,0.000166899,0.000043891083,0.00025113605,0.00007562728],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006700322,0.000009347643,0.7354966,0.000041646123,0.000050554685,0.0000058185738,0.009342399,1.1331454e-9,0.00019004496,0.0009781035,0.21958019,0.034238327],"study_design_scores_gemma":[0.00066679664,0.00013784617,0.07631343,0.0007783926,0.000017123984,0.0000016539233,0.00018809053,1.4012668e-8,0.0000023474954,0.0018785837,0.9199573,0.00005842358],"about_ca_topic_score_codex":0.0000024156209,"about_ca_topic_score_gemma":0.0000023405455,"teacher_disagreement_score":0.72929627,"about_ca_system_score_codex":0.000029833458,"about_ca_system_score_gemma":0.00009492073,"threshold_uncertainty_score":0.19100875},"labels":[],"label_agreement":null},{"id":"W2468400337","doi":"10.1080/1369183x.2016.1202752","title":"The social quarantining of migrant labour: everyday effects of temporary foreign worker regulation in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University; University of Guelph","funders":"","keywords":"Demographic economics; Labour economics; Migrant workers; Immigration; Business; Political science; Economics; Economic growth; Law","score_opus":0.06319509521915755,"score_gpt":0.39520793552657013,"score_spread":0.33201284030741257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468400337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751896,0.018989626,0.00006363266,0.0051879846,0.00029562452,0.00017473749,0.0000033132408,0.0000019693266,0.00009349218],"genre_scores_gemma":[0.99292475,0.0063560754,0.000018622126,0.00006522586,0.000115754236,0.000009031938,2.429801e-7,0.000004919742,0.00050535734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984985,0.00029935714,0.00076156575,0.000060601742,0.00023556907,0.0001443938],"domain_scores_gemma":[0.99651146,0.0021398491,0.0008925782,0.000050122162,0.00038785805,0.00001815032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091853493,0.00008275657,0.00035677955,0.0000639557,0.00032968615,0.0000011200527,0.000051540203,0.000042185682,0.0000030555539],"category_scores_gemma":[0.0004323236,0.00003956153,0.000051116374,0.0001444468,0.00009808433,0.00010559065,0.000037634505,0.0001274055,1.5713822e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030478192,0.000020985015,0.9349474,0.00032415884,0.00031231117,0.000003298918,0.022878611,0.00000172516,0.0022030193,0.001590525,0.020789862,0.01662334],"study_design_scores_gemma":[0.0011101676,0.00009112379,0.9583242,0.0011774257,0.000035601068,5.7958226e-7,0.03548305,0.0000016496222,0.00039132728,0.0014039426,0.0019278704,0.000053063515],"about_ca_topic_score_codex":0.04357978,"about_ca_topic_score_gemma":0.5454099,"teacher_disagreement_score":0.50183016,"about_ca_system_score_codex":0.00008553499,"about_ca_system_score_gemma":0.00029706332,"threshold_uncertainty_score":0.9627891},"labels":[],"label_agreement":null},{"id":"W2468881232","doi":"10.29173/cjs22284","title":"Migration Management, Disciplinary Power, and Performances of Subjectivity: Agricultural Migrant Workers’ in Ontario","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; University of Windsor","funders":"","keywords":"Discipline; Coining (mint); Subjectivity; Sociology; Agriculture; Power (physics); Mobilities; Gender studies; Social science; Geography","score_opus":0.04149761942149053,"score_gpt":0.3257138298231503,"score_spread":0.28421621040165973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468881232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771957,0.0005055851,0.0000027583396,0.020263648,0.00032210728,0.00013593302,0.0000029826283,0.000001439481,0.0015698661],"genre_scores_gemma":[0.9981693,0.00008316356,0.000012285083,0.000100518264,0.000049307073,0.000005334643,6.155654e-7,0.0000030040842,0.0015764883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991671,0.00020316734,0.00028602453,0.000057894667,0.000055170505,0.00023066282],"domain_scores_gemma":[0.999388,0.00019424438,0.00022933808,0.0000540198,0.00006474505,0.00006965502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057503,0.00006675087,0.00018647562,0.000100316945,0.00041293862,0.0000019883034,0.00009744659,0.00007098626,0.0000740885],"category_scores_gemma":[0.000019936504,0.000029762983,0.000038569684,0.000047356098,0.00031969522,0.0000924359,0.000026869384,0.00025809405,0.0000030422648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032241336,0.0000039083247,0.95899266,0.000010398499,0.000047768353,0.000006787261,0.03785234,4.271082e-7,0.0000308458,0.0006294316,0.0021096554,0.0002835062],"study_design_scores_gemma":[0.0004604683,0.00012440103,0.9775792,0.00018746466,0.00001847019,0.0000055896494,0.016845971,1.2347796e-7,0.0000020001771,0.0026288286,0.002105887,0.00004164503],"about_ca_topic_score_codex":0.19624664,"about_ca_topic_score_gemma":0.98528546,"teacher_disagreement_score":0.78903884,"about_ca_system_score_codex":0.0002707983,"about_ca_system_score_gemma":0.000318228,"threshold_uncertainty_score":0.80910563},"labels":[],"label_agreement":null},{"id":"W2469267768","doi":"","title":"Hospital restructuring and nursing staff well-being: the role of personal resources.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Job satisfaction; LISREL; Nursing; Job attitude; Perception; Psychology; Nursing staff; Business; Medicine; Job performance; Structural equation modeling; Finance; Social psychology","score_opus":0.01886634541073178,"score_gpt":0.2950578997464106,"score_spread":0.2761915543356788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469267768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8969377,0.0010635616,0.0000011841743,0.003955943,0.00029245284,0.00054379506,0.0000018533092,0.000036842277,0.09716663],"genre_scores_gemma":[0.99696225,0.0001416021,0.0000097786,0.000077624725,0.0004294686,0.00023574424,0.0000011445208,0.00001371641,0.00212869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989516,0.000106071355,0.00020376917,0.00014919518,0.0001725886,0.0004167382],"domain_scores_gemma":[0.999479,0.00016753656,0.00010603901,0.00011839574,0.00006361063,0.00006543868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029485679,0.00009255582,0.00013988359,0.00004196629,0.00069027673,0.000007774792,0.000094549534,0.000056604167,0.000032888165],"category_scores_gemma":[0.00011952026,0.00006222967,0.000032975488,0.00009264746,0.00015460546,0.000059798265,0.000084480474,0.00022982155,0.0000033763508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006303666,0.00003755985,0.83653486,0.00003526248,0.000046171182,0.000002277617,0.04632341,3.669575e-7,0.000009143769,0.0021214974,0.0025990442,0.11222739],"study_design_scores_gemma":[0.00031179836,0.000019911653,0.9060912,0.000055323835,0.000022208751,7.970253e-7,0.02076347,0.000007958814,0.000031491818,0.0043894206,0.068228975,0.000077435965],"about_ca_topic_score_codex":0.0001369722,"about_ca_topic_score_gemma":0.00002734426,"teacher_disagreement_score":0.112149954,"about_ca_system_score_codex":0.000045114954,"about_ca_system_score_gemma":0.000011831337,"threshold_uncertainty_score":0.53091204},"labels":[],"label_agreement":null},{"id":"W2471172639","doi":"10.20381/ruor-19820","title":"Operationalizing the good lives model: An examination of Holland's RIASEC theory and vocational congruence with offenders 2001--2008","year":2008,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Congruence (geometry); Psychology; Vocational education; Social psychology; Applied psychology; Pedagogy; Epistemology","score_opus":0.11452777181054523,"score_gpt":0.40741413265474563,"score_spread":0.2928863608442004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471172639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93027174,0.00027590702,0.00025591807,0.0008025624,0.0000703086,0.0010499968,0.00014140994,0.000024443407,0.067107715],"genre_scores_gemma":[0.9562193,0.0015256517,0.00034614842,0.000022604614,0.00005258662,0.000009912547,0.00082979625,0.000020801128,0.040973157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99688673,0.0013735045,0.00020918805,0.00031382596,0.0008972057,0.00031955616],"domain_scores_gemma":[0.99655265,0.0013332077,0.00026713978,0.00024840972,0.0015083777,0.00009023886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022101104,0.0001536973,0.00028122994,0.00034447366,0.0022175608,0.000008339004,0.00035770287,0.00017367705,0.00018932868],"category_scores_gemma":[0.00025584002,0.00012627675,0.000040831357,0.0002967943,0.0006485447,0.00033355615,0.00008853637,0.00058728876,0.0000051672246],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008128025,0.0005246504,0.12761039,0.0020455313,0.00095362164,0.00004149608,0.3618959,0.00048084446,0.0016902507,0.48161733,0.016416186,0.005911014],"study_design_scores_gemma":[0.0013974528,0.0004494434,0.66948897,0.0005290463,0.00008087384,0.0000023310397,0.32330123,0.0012710661,0.00006302806,0.001566778,0.0015903484,0.0002594442],"about_ca_topic_score_codex":0.0005828099,"about_ca_topic_score_gemma":0.013735815,"teacher_disagreement_score":0.5418786,"about_ca_system_score_codex":0.00007339781,"about_ca_system_score_gemma":0.00083419844,"threshold_uncertainty_score":0.99908143},"labels":[],"label_agreement":null},{"id":"W2472721669","doi":"10.5539/gjhs.v9n2p166","title":"Explanation of Children’s Health through Parents’ Mental Health and Job Satisfaction by Structural Equation Modeling","year":2016,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Social Welfare and Rehabilitation Sciences","keywords":"Job satisfaction; Mental health; Structural equation modeling; Psychology; Affect (linguistics); Socioeconomic status; Medicine; Demography; Psychiatry; Social psychology; Environmental health; Population","score_opus":0.06861043337670156,"score_gpt":0.429158279678771,"score_spread":0.3605478463020695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472721669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490325,0.004223355,0.008752196,0.036339734,0.0009804108,0.00050719996,0.000110915775,0.000015975329,0.000037747253],"genre_scores_gemma":[0.9927761,0.004610951,0.00085846067,0.0016367901,0.00009436666,0.000003239491,0.000007469807,0.0000054615957,0.0000071413456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652034,0.00031432766,0.0014256448,0.0002369646,0.00088360725,0.0006191298],"domain_scores_gemma":[0.9972766,0.000048516344,0.0019284044,0.00011589639,0.00032063577,0.00030996578],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025020011,0.00014162251,0.00043493658,0.00010156249,0.0018039846,0.000012407234,0.00017403616,0.000042975564,0.000012034936],"category_scores_gemma":[0.00011176992,0.00009272655,0.00004054464,0.00032038806,0.00018497338,0.0009217379,0.00008357719,0.00017633823,0.0000020459431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059630944,0.000011498075,0.9507744,0.00008500338,0.000012241852,6.619692e-8,0.0027229514,0.000017875887,0.00005779651,0.0011848229,0.004126524,0.040947206],"study_design_scores_gemma":[0.002510822,0.0012962793,0.98354787,0.0014803625,0.0000059060426,0.000047055873,0.0063433256,0.0006020372,0.000017598823,0.0038280583,0.00014348677,0.00017722027],"about_ca_topic_score_codex":0.0050014458,"about_ca_topic_score_gemma":0.00035692737,"teacher_disagreement_score":0.04374365,"about_ca_system_score_codex":0.0015299442,"about_ca_system_score_gemma":0.00199504,"threshold_uncertainty_score":0.9994955},"labels":[],"label_agreement":null},{"id":"W2473850313","doi":"","title":"Institutional Moral Hazard in the Multi-tiered Regulation of Unemployment and Social Assistance Benefits","year":2016,"lang":"en","type":"article","venue":"CEPS Papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Moral hazard; Context (archaeology); European commission; Hazard; Political science; European union; Economics; Economic growth; Economic policy; Geography; Market economy","score_opus":0.08959832384592357,"score_gpt":0.36210002107499106,"score_spread":0.2725016972290675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473850313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823327,0.000259681,0.00001664226,0.010680234,0.00021088873,0.00032705607,0.000034025725,0.000021915406,0.00611684],"genre_scores_gemma":[0.9987434,0.00010142557,0.00008203615,0.00027824257,0.00007436907,0.00006780995,0.0000070592528,0.000005677856,0.0006399715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992064,0.000117557785,0.00022978158,0.00011480403,0.00015648277,0.00017495888],"domain_scores_gemma":[0.99967265,0.00012005128,0.00007349677,0.00007708688,0.00004034463,0.0000163468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000237407,0.000078547666,0.00012663391,0.000033965505,0.0003960587,0.0000022201164,0.00006668991,0.00006688867,0.000049499893],"category_scores_gemma":[0.000028810751,0.000043986678,0.00002665913,0.00007167626,0.00016462612,0.000061433115,0.000034598484,0.00007951068,0.000005826536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067951485,0.00005240876,0.9048465,0.00008005091,0.00002961794,7.7038794e-7,0.008250876,0.000009678807,0.002390395,0.06608944,0.0024709506,0.01571139],"study_design_scores_gemma":[0.0010761138,0.000018168075,0.9878062,0.000105609404,0.000008141999,1.2753421e-7,0.0012512543,0.000007427523,0.000033666907,0.00043487665,0.0091941515,0.000064241576],"about_ca_topic_score_codex":0.000026486412,"about_ca_topic_score_gemma":0.00068178814,"teacher_disagreement_score":0.08295974,"about_ca_system_score_codex":0.000076686745,"about_ca_system_score_gemma":0.000042800013,"threshold_uncertainty_score":0.30462033},"labels":[],"label_agreement":null},{"id":"W2474073517","doi":"10.1080/00036846.2016.1223826","title":"The self-reinforcing dynamics of economic insecurity and obesity","year":2016,"lang":"en","type":"article","venue":"Applied Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Australian Research Council","keywords":"Economics; Overweight; Quantile regression; Obesity; Body mass index; Percentile; Demographic economics; Index (typography); Econometrics; Demography; Medicine; Statistics; Mathematics; Sociology","score_opus":0.016646840717400715,"score_gpt":0.29458782707326175,"score_spread":0.27794098635586106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474073517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96880406,0.00004488174,0.000044914676,0.002199105,0.00026664246,0.00034645363,0.000027572167,0.000046121724,0.028220262],"genre_scores_gemma":[0.99734133,0.0018129399,0.00006313673,0.00011602983,0.00010693732,0.000049387552,0.0000029597654,0.0000140520015,0.0004932456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991159,0.000025202453,0.00040334818,0.00016232033,0.000020279922,0.00027298453],"domain_scores_gemma":[0.998797,0.000656724,0.0002444284,0.00023603297,0.000016613518,0.00004921644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004326386,0.0001090042,0.00021310787,0.000024652538,0.0006605867,0.000006229582,0.00013476463,0.00008899458,0.000030048597],"category_scores_gemma":[0.000012561135,0.000067919624,0.000032112297,0.000013796928,0.000114528346,0.000069937865,0.00023183443,0.00010591683,0.00009191823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035309244,0.000007767052,0.21870779,0.00003936071,0.00007481314,3.8260403e-8,0.0007874213,0.0000044561907,0.000012773556,0.7707323,0.00068514684,0.008912836],"study_design_scores_gemma":[0.005811861,0.00018840743,0.5500775,0.00014464976,0.00015171974,0.0000016645291,0.0064039994,0.0013810479,0.00059264404,0.320155,0.114058524,0.0010329564],"about_ca_topic_score_codex":0.00011380808,"about_ca_topic_score_gemma":0.002501154,"teacher_disagreement_score":0.4505773,"about_ca_system_score_codex":0.00025149382,"about_ca_system_score_gemma":0.000087776476,"threshold_uncertainty_score":0.50807655},"labels":[],"label_agreement":null},{"id":"W2476121234","doi":"10.1017/s0714980816000428","title":"Genre, travail et vieillissement","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Computer science; Mathematics","score_opus":0.026293139565133593,"score_gpt":0.29339545079179974,"score_spread":0.26710231122666617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476121234","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38094494,0.02131707,0.00044137138,0.54555583,0.019148251,0.0014513662,0.0009125958,0.000081979386,0.030146599],"genre_scores_gemma":[0.8056181,0.014533255,0.00022062825,0.020093316,0.0043170583,0.00017174016,0.000046332654,0.0002970917,0.15470245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907956,0.0022592277,0.0017704142,0.0009701328,0.00036633766,0.0038382881],"domain_scores_gemma":[0.9905004,0.0010591785,0.000818584,0.00086873205,0.00074954476,0.0060035693],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004923837,0.0009867874,0.0010432516,0.0010221626,0.003017273,0.00026032788,0.00090495474,0.0005326279,0.010442749],"category_scores_gemma":[0.0010082779,0.00080225646,0.0004828693,0.0005690339,0.0004879941,0.00049605075,0.000115345705,0.0018527028,0.0010451465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061182924,0.00018725819,0.049611233,0.0006402459,0.0009921574,0.0052605974,0.046485342,0.00006652073,0.0001637013,0.08100252,0.6435074,0.17202182],"study_design_scores_gemma":[0.001999,0.00051652297,0.05363133,0.008209457,0.0002183648,0.00036260867,0.005622952,0.000013908982,0.000023395041,0.0011392467,0.92727315,0.0009900406],"about_ca_topic_score_codex":0.10055556,"about_ca_topic_score_gemma":0.82788414,"teacher_disagreement_score":0.7273286,"about_ca_system_score_codex":0.0067522135,"about_ca_system_score_gemma":0.0031980076,"threshold_uncertainty_score":0.9997327},"labels":[],"label_agreement":null},{"id":"W2476269032","doi":"10.1017/cbo9780511635489.022","title":"Labour in women with medical disorders","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Content (measure theory); Internet privacy; Computer science; Psychology; Medicine; Mathematics","score_opus":0.022659626901471473,"score_gpt":0.27537828048406804,"score_spread":0.25271865358259654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476269032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003381714,0.00010928089,0.000017301732,0.0006139519,0.00016264294,0.0007344344,0.00009145285,0.0001476497,0.99474156],"genre_scores_gemma":[0.0036548537,0.00070374017,0.000009544487,0.0007761965,0.00015284329,0.0000059087797,0.000020519614,0.000045599558,0.9946308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804556,0.000118944125,0.00027391294,0.00045159107,0.00047830123,0.00063171436],"domain_scores_gemma":[0.99886763,0.00020081573,0.00021049663,0.0003561165,0.00010153848,0.00026339132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024430273,0.00036874288,0.0005645902,0.00022127992,0.00045135224,0.000005528734,0.00041378796,0.00060881,0.00008922417],"category_scores_gemma":[0.000027453429,0.00034615304,0.000063757485,0.000014918598,0.00023529722,0.000057757763,0.00035830945,0.0013514647,0.000034253466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006783526,0.000024978552,0.00069199625,0.00019983116,0.00018010449,0.0004110904,0.0012389477,3.9383303e-7,3.0172902e-7,0.9455933,0.04116233,0.009818373],"study_design_scores_gemma":[0.0018117176,0.00014878396,0.0035904218,0.0010754573,0.000043633958,9.858762e-7,0.00064165384,0.0000013239454,3.1934232e-7,0.00007416087,0.9922201,0.000391434],"about_ca_topic_score_codex":0.00072678056,"about_ca_topic_score_gemma":0.0005112803,"teacher_disagreement_score":0.9510578,"about_ca_system_score_codex":0.00051439076,"about_ca_system_score_gemma":0.0003726609,"threshold_uncertainty_score":0.999899},"labels":[],"label_agreement":null},{"id":"W2478614433","doi":"","title":"Labour Precarity and Other Structural Forces Affecting Migrant Workers' Health: The Case of the Undocumented Workers in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"XVIII ISA World Congress of Sociology (July 13-19, 2014)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Migrant workers; Immigration; Demographic economics; Labour economics; Political science; Sociology; Economic growth; Economics; Gender studies; Law","score_opus":0.026234652939997702,"score_gpt":0.3440295298978051,"score_spread":0.3177948769578074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478614433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98199224,0.0019073031,0.0000022514255,0.01226592,0.0013433989,0.0011085812,0.000062064806,0.00002476119,0.0012934891],"genre_scores_gemma":[0.9914934,0.000017586433,0.000034189605,0.0031026576,0.000097684766,0.00007894948,0.0000058834607,0.000023765402,0.0051458497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960075,0.0019046605,0.0008198862,0.00036201213,0.00018753792,0.00071837206],"domain_scores_gemma":[0.9958249,0.0026019758,0.0008819654,0.0004450314,0.00012199579,0.00012416854],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015607297,0.00029238345,0.00072962494,0.00008963717,0.0014522059,0.000007405666,0.00036758138,0.00017655344,0.0001921952],"category_scores_gemma":[0.00027240897,0.00017545932,0.00010330743,0.0001844399,0.0010968149,0.00006963155,0.0003409688,0.0010993248,0.0000017158685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100968864,0.000012794928,0.93593955,0.00018647,0.00017147558,0.0000057786206,0.014387123,0.000023486355,0.0000057869574,0.0020273412,0.046795957,0.00034326318],"study_design_scores_gemma":[0.0019452965,0.00007852678,0.93601036,0.00048124063,0.000058616315,0.000010263411,0.01622586,0.00002359015,0.0000119472015,0.0017366237,0.04319435,0.00022331008],"about_ca_topic_score_codex":0.98936427,"about_ca_topic_score_gemma":0.9992533,"teacher_disagreement_score":0.009889022,"about_ca_system_score_codex":0.00038123727,"about_ca_system_score_gemma":0.001001435,"threshold_uncertainty_score":0.99984777},"labels":[],"label_agreement":null},{"id":"W2483018143","doi":"10.17722/ijme.v7i2.849","title":"A Comparative Analysis on the Causes of Occupational Stress among Men and Women Employees and its Effect on Performance at the workplace of Information Technology Sector, Hyderabad","year":2016,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Descriptive statistics; Occupational stress; Psychology; Reliability (semiconductor); Spearman's rank correlation coefficient; Test (biology); Statistics; Applied psychology; Social psychology; Mathematics","score_opus":0.028027417500096796,"score_gpt":0.3519996775268492,"score_spread":0.3239722600267524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483018143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99489176,0.000110514484,0.000074319134,0.002494486,0.0001154105,0.00029847538,0.000029895817,0.000005134917,0.0019799888],"genre_scores_gemma":[0.99816746,0.0009107447,0.0000086661985,0.000077838165,0.000029681492,0.000041252908,0.0000018127496,0.000002538083,0.0007600169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986831,0.00016539606,0.0004546744,0.000084152656,0.00049102993,0.000121645884],"domain_scores_gemma":[0.997681,0.0011353659,0.00074899546,0.0001008919,0.0003113037,0.000022428245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067351456,0.000104177416,0.00022938532,0.00038201906,0.00021167037,0.000008158919,0.00026845295,0.000034634646,0.00010687313],"category_scores_gemma":[0.00008527375,0.000047437512,0.000041130876,0.00018918034,0.00016545715,0.00021478948,0.00022522204,0.00012932718,0.0000060585708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001117442,0.00005232504,0.98478377,0.000090117515,0.0018036623,0.0000017014377,0.0052291327,0.00023340141,0.000081577105,0.003378387,0.0010097948,0.0022186746],"study_design_scores_gemma":[0.0009675091,0.00059571484,0.9904851,0.000853486,0.00012591813,8.023958e-7,0.004192665,0.00013737222,0.0017002482,0.00016240336,0.0007060341,0.00007279709],"about_ca_topic_score_codex":0.000010527464,"about_ca_topic_score_gemma":0.00003060298,"teacher_disagreement_score":0.0057012653,"about_ca_system_score_codex":0.0001043518,"about_ca_system_score_gemma":0.000013814486,"threshold_uncertainty_score":0.19344455},"labels":[],"label_agreement":null},{"id":"W2484396695","doi":"10.1080/14774003.2011.11667760","title":"Precariousness, work organisation and occupational health: the case of nurses providing home care services in Quebec","year":2011,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Workload; Occupational safety and health; Work (physics); Nursing; Health care; Occupational health nursing; Environmental health; Public health; Medicine; Business; Political science; Health policy","score_opus":0.08397184214086653,"score_gpt":0.44381854708108204,"score_spread":0.35984670494021553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484396695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93007123,0.015397795,0.0000056278154,0.051388487,0.00015458166,0.0013496252,0.000043493936,0.000019745903,0.0015693958],"genre_scores_gemma":[0.98688775,0.008459692,0.00016486841,0.0042102537,0.00011725026,0.00006216794,0.000015452993,0.000009399672,0.00007316671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975775,0.0011732974,0.0006078678,0.00019595923,0.00008437062,0.00036100103],"domain_scores_gemma":[0.99651104,0.0027351773,0.00044320995,0.000106997555,0.00007584272,0.00012773559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014682887,0.00011835224,0.00026204463,0.0001217306,0.0009834012,0.000010016968,0.000042921347,0.00008496689,0.00001018914],"category_scores_gemma":[0.00048357077,0.00008707078,0.000009644217,0.00025029486,0.00008965901,0.00035386602,0.00008608864,0.00031558142,8.2289625e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071090675,0.000032066004,0.55006427,0.0018344546,0.000007913057,0.0000052804676,0.400706,5.357016e-7,1.8279385e-7,0.0069009955,0.00004119272,0.03969618],"study_design_scores_gemma":[0.0009336457,0.00016732351,0.7909808,0.00061165576,0.00000902556,0.000030609917,0.19129623,0.000008902868,5.1628257e-7,0.0011881834,0.014666957,0.000106122956],"about_ca_topic_score_codex":0.6020577,"about_ca_topic_score_gemma":0.35080642,"teacher_disagreement_score":0.25125128,"about_ca_system_score_codex":0.00013344696,"about_ca_system_score_gemma":0.00094664574,"threshold_uncertainty_score":0.7563626},"labels":[],"label_agreement":null},{"id":"W2494913797","doi":"10.1093/0195165845.003.0004","title":"Testing the Flexibility Paradigm: Canadian Labor Market Performance in International Context","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Deregulation; Unemployment; Labour economics; Labour market flexibility; Context (archaeology); Secondary labor market; Economics; Labor demand; Work (physics); Labor relations; Market economy; Economic growth; Geography; Engineering","score_opus":0.10249746776190438,"score_gpt":0.3660402948725785,"score_spread":0.2635428271106741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494913797","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028032868,0.0003897312,4.4756317e-7,0.025603114,0.0008332133,0.00077224657,0.00011996204,0.000055855642,0.96942216],"genre_scores_gemma":[0.18552494,0.00024803533,0.000032380154,0.005390233,0.0007265345,0.000081769824,0.00003195771,0.00003129483,0.80793285],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835294,0.000068805886,0.0005772369,0.00031163357,0.0002241704,0.00046520412],"domain_scores_gemma":[0.9984919,0.00071441766,0.00018234953,0.000321606,0.00017778088,0.000111957415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007885807,0.0002564482,0.00029565213,0.00015043923,0.0006630844,0.000011046266,0.00034526217,0.00026599164,0.0124349035],"category_scores_gemma":[0.00018710642,0.00017298773,0.000051448314,0.000042531592,0.000108173954,0.00008520192,0.00014187145,0.0009900138,0.0005086358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052528274,0.0000125841625,0.66032636,0.00011215819,0.00011299688,0.000010721928,0.0020354758,0.0000025902266,2.0301569e-7,0.16662285,0.12130777,0.04940377],"study_design_scores_gemma":[0.00021634446,0.000013392796,0.25050282,0.00032586147,0.0000090500935,5.668353e-7,0.0002153818,0.000081357604,7.308261e-8,0.0017208542,0.746758,0.00015630193],"about_ca_topic_score_codex":0.06918593,"about_ca_topic_score_gemma":0.7530771,"teacher_disagreement_score":0.6838912,"about_ca_system_score_codex":0.0007145368,"about_ca_system_score_gemma":0.0006672759,"threshold_uncertainty_score":0.9884679},"labels":[],"label_agreement":null},{"id":"W2496247440","doi":"10.4018/978-1-5225-0225-8.ch009","title":"Permanently Temporary","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in linguistics and communication studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Citizenship; Immigration; Political science; Incentive; Precarity; Accountability; Wage; Government (linguistics); Political economy; Sociology; Economics; Politics; Law; Market economy","score_opus":0.09731872036731194,"score_gpt":0.4546253778007585,"score_spread":0.3573066574334466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496247440","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016446906,0.2773266,0.00000392519,0.00075389707,0.00058034103,0.0002643958,0.000034822795,0.00004343807,0.7209761],"genre_scores_gemma":[0.01183405,0.5854244,0.0001941206,0.00034877466,0.000474247,0.00009128982,0.000023848916,0.00003400698,0.4015752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986404,0.00008643487,0.0006459678,0.00025228885,0.00015321985,0.00022169639],"domain_scores_gemma":[0.99700457,0.0014998392,0.00042632176,0.0005540918,0.00047926974,0.000035935336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391891,0.0002674272,0.00054232584,0.0001095525,0.0007798243,0.0000045874126,0.0002302865,0.00016173813,0.000036493355],"category_scores_gemma":[0.00077666616,0.00020085629,0.00004353902,0.000014072511,0.00040573892,0.000037279522,0.00080546393,0.00052021083,0.00004692068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017086946,0.000007805323,0.0065508448,0.00027258715,0.000088475004,0.000002817905,0.001474623,1.3918229e-7,1.0991582e-7,0.9812877,0.0049652536,0.0053325268],"study_design_scores_gemma":[0.00025299567,0.000022786795,0.00019443138,0.0017648684,0.000031126092,1.3402996e-7,0.00047549966,4.8828014e-7,9.9772436e-8,0.23204687,0.7650316,0.00017909921],"about_ca_topic_score_codex":0.000013346565,"about_ca_topic_score_gemma":0.00025318435,"teacher_disagreement_score":0.76006633,"about_ca_system_score_codex":0.00009807133,"about_ca_system_score_gemma":0.000046622685,"threshold_uncertainty_score":0.81906813},"labels":[],"label_agreement":null},{"id":"W2496648299","doi":"10.1007/s10802-016-0190-4","title":"The Longitudinal Effects of Oppositional Defiant Disorder Symptoms on Academic and Occupational Functioning in the Transition to Young Adulthood","year":2016,"lang":"en","type":"article","venue":"Journal of Abnormal Child Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Young adult; Psychology; Developmental psychology; Longitudinal study; Educational attainment; Occupational stress; Occupational prestige; Debt; Occupational safety and health; Clinical psychology; Socioeconomic status; Medicine; Finance","score_opus":0.02293347994796715,"score_gpt":0.37979835558060326,"score_spread":0.35686487563263614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496648299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511847,0.00060280296,0.0013568611,0.044674028,0.000873385,0.0003074505,0.000008623814,0.000004220621,0.0009879599],"genre_scores_gemma":[0.9963483,0.0005569571,0.00002237068,0.0025021327,0.0005132639,0.000031365085,0.0000016945588,0.0000072439866,0.000016636475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833345,0.00046318633,0.0005670243,0.00011874244,0.0002706104,0.00024700773],"domain_scores_gemma":[0.9982519,0.0011928628,0.0003077586,0.00009349698,0.00010364263,0.00005031975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000775184,0.00010791495,0.00018695516,0.00014261501,0.0005710874,0.000003969246,0.00014925332,0.00010893906,0.000021366192],"category_scores_gemma":[0.00013672652,0.000049259466,0.00006485055,0.00013097828,0.000093055016,0.00011998398,0.00002199332,0.00058293773,0.000006998964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020671007,0.00012395777,0.9759688,0.000037530586,0.000095529416,0.0000100845655,0.0046280418,0.000015355188,0.00025296002,0.0076912516,0.002718786,0.006390629],"study_design_scores_gemma":[0.0020182866,0.0009831811,0.9943921,0.00055816176,0.000029598375,0.000111447276,0.00037717214,0.0000010512705,0.000011677087,0.00073471863,0.00072300585,0.00005960455],"about_ca_topic_score_codex":0.00000975309,"about_ca_topic_score_gemma":0.000049671427,"teacher_disagreement_score":0.045163665,"about_ca_system_score_codex":0.000028227427,"about_ca_system_score_gemma":0.000035037618,"threshold_uncertainty_score":0.43924004},"labels":[],"label_agreement":null},{"id":"W2497797192","doi":"10.1016/b978-012372574-5.50023-5","title":"Assumptions, Research Gaps and Emerging Issues: Implications for Research, Policy and Practice","year":2008,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Research policy; Political science; Engineering ethics; Management science; Sociology; Economics; Engineering; Public administration","score_opus":0.33449015693271283,"score_gpt":0.5740377361168156,"score_spread":0.2395475791841028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497797192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051411465,0.025111962,0.00000247612,0.060542587,0.00013677959,0.0034948895,0.00016933953,0.00008368572,0.9104069],"genre_scores_gemma":[0.00018403302,0.063710175,0.00064252573,0.0007268638,0.002065875,0.0015374753,0.000054789274,0.00012626952,0.930952],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959406,0.0008954005,0.00070090615,0.0007543172,0.0006157242,0.001093011],"domain_scores_gemma":[0.9884943,0.008029424,0.00025700155,0.0006834221,0.0022519766,0.00028388435],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005621451,0.00033872345,0.00054664206,0.00092104526,0.0064200684,0.000046454104,0.00025599124,0.00052241026,0.000048738926],"category_scores_gemma":[0.004078727,0.0003143709,0.00008745262,0.00007779508,0.000895144,0.0001327974,0.00082102104,0.0021579163,0.00013122479],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008819076,0.000018971046,0.00026287106,0.0007943059,0.00021074347,0.0000050997073,0.010555504,1.5837209e-8,0.000024348368,0.2686483,0.1126876,0.60670406],"study_design_scores_gemma":[0.00040343078,0.00012705279,0.00069462263,0.00087319914,0.000057963807,0.000013142681,0.0011038732,3.5835242e-7,6.470133e-7,0.06627234,0.9301995,0.0002538464],"about_ca_topic_score_codex":0.00008502424,"about_ca_topic_score_gemma":0.0003129606,"teacher_disagreement_score":0.8175119,"about_ca_system_score_codex":0.00036671592,"about_ca_system_score_gemma":0.00078275136,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W2498118202","doi":"","title":"How poor is poor enough? Measuring the effectiveness of living wage policy implementation","year":2016,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Wage; Labour economics; Business; Economics; Living wage; Public economics","score_opus":0.03367532139778281,"score_gpt":0.31640339453371347,"score_spread":0.2827280731359307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498118202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757108,0.0000816888,0.00065097073,0.01398662,0.00027722926,0.00088285113,0.000095104435,0.000097031065,0.008217674],"genre_scores_gemma":[0.9926928,0.00013995844,0.000014805362,0.00022975536,0.0001482337,0.000006845048,0.0000033080478,0.000020325713,0.006743923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978789,0.0010011254,0.00017755061,0.00026156535,0.00024497567,0.00043589866],"domain_scores_gemma":[0.99721956,0.0020321407,0.00020063753,0.00025789096,0.00021684136,0.00007294045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071936287,0.0001729062,0.000246105,0.0002844972,0.0008936655,0.000009679275,0.0003077811,0.00009524818,0.00021689282],"category_scores_gemma":[0.00030344608,0.00011293681,0.00011492582,0.0005036613,0.00010717453,0.00036313588,0.00031689485,0.00016294284,0.000036797843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012004731,0.000031449355,0.980633,0.0001563911,0.00014573461,0.0000054937686,0.00043965565,2.4142125e-7,0.0006908208,0.007666725,0.0063076355,0.0038028052],"study_design_scores_gemma":[0.003176942,0.00027950134,0.53561753,0.0023583453,0.00026675875,5.306394e-9,0.16151926,0.0000028523039,0.020262344,0.0007082237,0.27523437,0.000573862],"about_ca_topic_score_codex":0.0018647325,"about_ca_topic_score_gemma":0.01644374,"teacher_disagreement_score":0.44501546,"about_ca_system_score_codex":0.00033655873,"about_ca_system_score_gemma":0.00015218135,"threshold_uncertainty_score":0.9175993},"labels":[],"label_agreement":null},{"id":"W2501840455","doi":"10.4324/9780203579084-13","title":"Temporary employment","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","score_opus":0.09232645318250918,"score_gpt":0.38944479111817537,"score_spread":0.2971183379356662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501840455","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039845876,0.0010116296,0.00001716183,0.005676567,0.0011494379,0.0010359877,0.000042700955,0.00042961186,0.99059707],"genre_scores_gemma":[0.0010763803,0.0006933317,0.000054077595,0.0033709437,0.0009222371,0.00009043254,0.00010892464,0.000113898765,0.9935698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807876,0.000028470138,0.0006520804,0.0004029012,0.00040399656,0.00043379143],"domain_scores_gemma":[0.9989087,0.00011979423,0.00026926066,0.00043633947,0.00014208337,0.0001238201],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021273652,0.00041107798,0.00053836044,0.0001307299,0.0006816632,0.0000047892163,0.00018564606,0.0006421395,0.03105888],"category_scores_gemma":[0.000011138775,0.00031825976,0.00018089576,0.000015721973,0.000077941055,0.00005132529,0.00034256393,0.0009862698,0.0074110366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012285417,0.000010993905,0.0038783408,0.00013013341,0.0001374865,0.000021970962,0.00030518512,1.13188435e-7,6.6579565e-7,0.6810333,0.31370676,0.0007627498],"study_design_scores_gemma":[0.00042842532,0.00006699118,0.0005336707,0.0006645706,0.00004945777,3.031026e-7,0.00007170254,3.8356923e-8,0.00000107706,0.12829134,0.8695654,0.0003269759],"about_ca_topic_score_codex":0.00044973503,"about_ca_topic_score_gemma":0.00030235221,"teacher_disagreement_score":0.5558587,"about_ca_system_score_codex":0.00032711393,"about_ca_system_score_gemma":0.00041510936,"threshold_uncertainty_score":0.9999269},"labels":[],"label_agreement":null},{"id":"W2502382712","doi":"10.1037/10467-001","title":"A framework for examining gender, work stress, and health.","year":2002,"lang":"en","type":"book-chapter","venue":"American Psychological Association eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Work stress; Psychology; Work (physics); Stress (linguistics); Sociology; Applied psychology; Social psychology; Engineering; Mechanical engineering; Linguistics; Philosophy","score_opus":0.25784519195128985,"score_gpt":0.46143873183448647,"score_spread":0.20359353988319662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502382712","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014219136,0.0012571709,0.0015185986,0.010297406,0.001235675,0.0026352308,0.00032905958,0.0004839382,0.980821],"genre_scores_gemma":[0.049329262,0.0016762331,0.0046635335,0.021669451,0.001883502,0.0007753088,0.00011572325,0.00016008058,0.9197269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969522,0.00021351743,0.000874193,0.00075420184,0.00039262563,0.0008132614],"domain_scores_gemma":[0.99505746,0.0021231384,0.002119457,0.0003137068,0.00017810492,0.00020813756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007631116,0.00045023146,0.0010483977,0.0001062987,0.0010766761,0.000020863148,0.00017986263,0.00072979677,0.00045183496],"category_scores_gemma":[0.00030109708,0.0003899047,0.00016229985,0.000044703578,0.0002145309,0.0000218502,0.00013176953,0.001379441,0.000119548225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118400116,0.00012406141,0.2621661,0.0002717057,0.0007964799,0.0000063251705,0.0055901962,2.018778e-7,3.0986945e-7,0.33024934,0.23233147,0.1683454],"study_design_scores_gemma":[0.0013269822,0.0014249209,0.21931042,0.0014166455,0.00016808642,5.933583e-7,0.0014830931,0.0000010347006,1.2048058e-7,0.18370934,0.59008336,0.0010753768],"about_ca_topic_score_codex":0.000042374442,"about_ca_topic_score_gemma":0.000028284554,"teacher_disagreement_score":0.3577519,"about_ca_system_score_codex":0.00051003165,"about_ca_system_score_gemma":0.000037157908,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W2508569470","doi":"10.1920/re.ifs.2024.0414","title":"The public-private sector pay differential in the UK","year":2013,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Demographic economics; Private sector; Public sector; Differential (mechanical device); Degree (music); Order (exchange); Public education; Higher education; Economics; Statistics; Business; Mathematics; Engineering; Geography; Economic growth; Finance; Physics; Economy","score_opus":0.1324766968910686,"score_gpt":0.4221591777379783,"score_spread":0.2896824808469097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508569470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036325842,0.0014764406,0.000035946254,0.10671296,0.013559987,0.0041033835,0.000051469935,0.00019734364,0.83753663],"genre_scores_gemma":[0.4304001,0.013256004,0.000008143978,0.0021421097,0.005092753,0.0026563013,0.00017422896,0.00009094296,0.5461794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959852,0.0008872867,0.00087266485,0.00034676623,0.0009914953,0.0009165557],"domain_scores_gemma":[0.9966905,0.0015922355,0.00042525353,0.00083355716,0.00039070885,0.00006772814],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001787462,0.0003613,0.0004967225,0.00009771735,0.0021211714,0.000088066,0.0008189538,0.0004519372,0.0064226966],"category_scores_gemma":[0.00047943182,0.00011826387,0.00018253282,0.00019402322,0.00012306664,0.00005729604,0.00059924735,0.0019553665,0.0007497181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004907076,0.000025378604,0.1419804,0.00011070571,0.000116226845,0.0000034835027,0.0008348378,4.3199537e-9,0.0000013955449,0.005563202,0.8494247,0.0019347105],"study_design_scores_gemma":[0.00020816729,0.000020082434,0.17565668,0.00010647809,0.000032963366,9.237482e-7,0.0011788856,8.7509244e-7,3.561208e-7,0.0008241774,0.8218061,0.00016434888],"about_ca_topic_score_codex":0.004286711,"about_ca_topic_score_gemma":0.019404609,"teacher_disagreement_score":0.39407426,"about_ca_system_score_codex":0.00023692792,"about_ca_system_score_gemma":0.0007088328,"threshold_uncertainty_score":0.99917793},"labels":[],"label_agreement":null},{"id":"W2509920292","doi":"10.7202/1036229ar","title":"Les magistrats face à l’ignorance de la Loi sur l’assurance-emploi – de la lutte contre la « fraude » et « l’insouciance » à la reconnaissance du non-recours aux prestations","year":2016,"lang":"fr","type":"article","venue":"Revue multidisciplinaire sur l emploi le syndicalisme et le travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0378123359863215,"score_gpt":0.3686880721023629,"score_spread":0.3308757361160414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509920292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7229346,0.011050637,0.014161703,0.22289376,0.0012516676,0.0022139363,0.0020639678,0.00073484116,0.022694893],"genre_scores_gemma":[0.93354994,0.023651619,0.0016462366,0.0006987947,0.000767378,0.00091741356,0.00008369916,0.0004341733,0.038250756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9808918,0.011590093,0.002104497,0.0019249499,0.0007910452,0.00269761],"domain_scores_gemma":[0.9767423,0.019003186,0.0012723139,0.0013210652,0.0006188698,0.0010422643],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.007856207,0.0014638163,0.0019460212,0.0003035943,0.00273281,0.00033383758,0.0012945207,0.0020652572,0.00030461824],"category_scores_gemma":[0.004629957,0.0013788546,0.0007424891,0.0007190567,0.00445973,0.0013617167,0.00054151914,0.003145567,0.00029479025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000634681,0.004035255,0.66904503,0.005717314,0.0010311829,0.0015337738,0.07077665,0.001176043,0.002731562,0.031492285,0.13591558,0.075910635],"study_design_scores_gemma":[0.0068756267,0.00016350023,0.8051715,0.010800784,0.00023465061,0.00018280045,0.0036031923,0.00040563376,0.00020153409,0.002489706,0.16839992,0.0014711863],"about_ca_topic_score_codex":0.015586298,"about_ca_topic_score_gemma":0.03085275,"teacher_disagreement_score":0.22219497,"about_ca_system_score_codex":0.0006770248,"about_ca_system_score_gemma":0.004725505,"threshold_uncertainty_score":0.9998111},"labels":[],"label_agreement":null},{"id":"W2512605119","doi":"","title":"Trouble in our Fields: Health and Human Rights among Mexican and Caribbean Migrant Farm Workers in Canada","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Farm workers; Migrant workers; Geography; Socioeconomics; Human rights; Caribbean region; Economic growth; Political science; Environmental health; Environmental protection; Medicine; Agriculture; Sociology; Latin Americans; Archaeology; Economics; Law","score_opus":0.02717499607559635,"score_gpt":0.3974525088208706,"score_spread":0.3702775127452742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512605119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798937,0.0008276746,1.5186566e-7,0.0049243737,0.0005709594,0.00082763,0.000009362544,0.000019311185,0.004831183],"genre_scores_gemma":[0.98284847,0.000086720866,0.000012239389,0.00023710061,0.00009005595,0.00011916507,0.0001889957,0.000024345458,0.016392935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983507,0.00017533856,0.00042749738,0.00034411327,0.00017649846,0.00052588555],"domain_scores_gemma":[0.99926966,0.00008988622,0.0002459522,0.00017463554,0.000036835343,0.00018304966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026311484,0.00024969524,0.00054442394,0.00016250687,0.00065567123,0.000008752509,0.000091708986,0.00028434917,0.000020122943],"category_scores_gemma":[0.000020045067,0.0002183642,0.000021957852,0.00013058224,0.000019538984,0.000031332347,0.00003797453,0.0013274133,7.91167e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005093452,0.000013790589,0.934877,0.0004340287,0.000020540934,0.000013728087,0.05593985,4.4568844e-7,0.0000038145085,0.00021177162,0.008162599,0.000271539],"study_design_scores_gemma":[0.00082463835,0.000050890525,0.80463856,0.0008641938,0.000011674077,1.6538434e-7,0.18587701,0.0000032373875,0.00000423674,0.00019468828,0.0072977697,0.00023291206],"about_ca_topic_score_codex":0.9987042,"about_ca_topic_score_gemma":0.99998695,"teacher_disagreement_score":0.13023838,"about_ca_system_score_codex":0.00032824618,"about_ca_system_score_gemma":0.0009328112,"threshold_uncertainty_score":0.8904634},"labels":[],"label_agreement":null},{"id":"W2513632420","doi":"10.1016/j.ehb.2016.08.004","title":"Intergenerational persistence of health: Do immigrants get healthier as they remain in the U.S. for more generations?","year":2016,"lang":"en","type":"article","venue":"Economics & Human Biology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Immigration; Persistence (discontinuity); Socioeconomic status; Human capital; Demography; Body mass index; Demographic economics; Psychology; Medicine; Sociology; Economics; Geography; Population; Economic growth; Endocrinology","score_opus":0.1255204666980864,"score_gpt":0.42672676210711574,"score_spread":0.3012062954090293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513632420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91474956,0.0005025154,0.0001329043,0.082336366,0.000456054,0.0008052365,0.00015139602,0.000010853694,0.00085514],"genre_scores_gemma":[0.99204576,0.0005843119,0.00016586688,0.005462398,0.00035212576,0.00035788034,0.00008873418,0.000012097959,0.00093080144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998119,0.00047977432,0.0007614418,0.00025947177,0.000027341803,0.0003529761],"domain_scores_gemma":[0.99879986,0.00050997664,0.0003420738,0.00024040329,0.00007519234,0.000032508786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015353252,0.00011786293,0.00031382448,0.00009511107,0.0006363704,0.0000036944055,0.00022193568,0.000114410475,0.00012699766],"category_scores_gemma":[0.000096132666,0.00007033821,0.000077861674,0.000028163562,0.00015199138,0.000054100085,0.00006330947,0.0001208769,0.000027714399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011043258,0.00011311475,0.34621236,0.00009524407,0.00008856807,2.1932617e-7,0.028416326,0.000010486002,0.0012400383,0.5868579,0.031016141,0.005839176],"study_design_scores_gemma":[0.006591591,0.0021903017,0.35814196,0.0004201651,0.000032853957,0.000005619296,0.016109278,0.00007339861,0.00022775991,0.33288735,0.28254557,0.00077415496],"about_ca_topic_score_codex":0.00082415197,"about_ca_topic_score_gemma":0.014046581,"teacher_disagreement_score":0.25397056,"about_ca_system_score_codex":0.0001719019,"about_ca_system_score_gemma":0.00021283691,"threshold_uncertainty_score":0.78383225},"labels":[],"label_agreement":null},{"id":"W2514787281","doi":"10.1136/oemed-2016-103951.106","title":"O21-1 The interplay between workplace factors and health care providers on return to work among workers’ compensation claimants in victoria, australia","year":2016,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Workers' compensation; Compensation (psychology); Work (physics); Health care; Business; Environmental health; Medicine; Engineering; Psychology; Economics; Social psychology; Mechanical engineering; Economic growth","score_opus":0.08350397341868938,"score_gpt":0.42803644516787415,"score_spread":0.3445324717491848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514787281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597478,0.00006234903,0.00005877297,0.036213152,0.00073102105,0.0017695398,0.000012395084,0.00008603159,0.0013189588],"genre_scores_gemma":[0.99247074,0.000020678379,0.000043052984,0.00084819476,0.00024511706,0.000104616454,0.000011798234,0.00002389032,0.0062319357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773383,0.0004587283,0.0005663236,0.00037375145,0.00024767953,0.0006196627],"domain_scores_gemma":[0.9983472,0.00093409733,0.00019849144,0.00027520207,0.000066654444,0.00017835475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006472594,0.00024358339,0.00036359715,0.00013174479,0.00062397576,0.000019440917,0.00017461744,0.0001534702,0.0001337061],"category_scores_gemma":[0.000111123496,0.00011924905,0.00004019649,0.00027114336,0.00008344719,0.00013872424,0.00016510636,0.00042136988,0.00008289453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000704354,0.0000075652174,0.92930025,0.00003508043,0.00002448287,4.9380355e-7,0.03818204,3.2993597e-7,0.0000017361817,0.00015611637,0.030009868,0.0022115845],"study_design_scores_gemma":[0.0005957443,0.00014149165,0.9674565,0.0014474076,0.00000808345,1.9956794e-8,0.0232826,1.0137576e-7,0.000010546208,0.00008064795,0.0068190973,0.00015773295],"about_ca_topic_score_codex":0.0031268199,"about_ca_topic_score_gemma":0.026594473,"teacher_disagreement_score":0.038156256,"about_ca_system_score_codex":0.00052317703,"about_ca_system_score_gemma":0.00007312835,"threshold_uncertainty_score":0.99116766},"labels":[],"label_agreement":null},{"id":"W2515179254","doi":"10.2139/ssrn.2909159","title":"Hours Worked in Europe and the US: New Data, New Answers","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Political science","score_opus":0.039705081063328276,"score_gpt":0.3601511109444073,"score_spread":0.32044602988107906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515179254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64921904,0.036883578,0.004072546,0.29826027,0.0013214577,0.001012377,0.00000937887,0.0000984378,0.009122895],"genre_scores_gemma":[0.83,0.08466529,0.00004941252,0.0019358178,0.0019810668,0.0000075521775,0.0000041371545,0.000051956336,0.081304766],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968228,0.0004943885,0.00036684456,0.00021419533,0.00019157163,0.0019102264],"domain_scores_gemma":[0.9989115,0.00041654595,0.00017736855,0.00031625608,0.00005294193,0.00012537262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028476624,0.00014406939,0.00023311553,0.00007561794,0.0005353024,0.00001619135,0.00045893827,0.00006532214,0.00010194647],"category_scores_gemma":[0.00042576977,0.000067715795,0.000029935005,0.00023486787,0.00009947191,0.00024901234,0.00024845643,0.0016302248,0.00008497289],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085222523,0.000027327189,0.5600004,0.000008347325,0.0002873362,0.0000073916353,0.0030945619,9.923234e-7,0.000042521333,0.124482214,0.101617634,0.20957904],"study_design_scores_gemma":[0.026398884,0.0003992862,0.27695134,0.00095376454,0.00017957011,0.000081878636,0.008672912,0.000009670571,0.000003450651,0.31300503,0.37278116,0.0005630533],"about_ca_topic_score_codex":0.0017663134,"about_ca_topic_score_gemma":0.021630382,"teacher_disagreement_score":0.29632446,"about_ca_system_score_codex":0.00027782161,"about_ca_system_score_gemma":0.0033860803,"threshold_uncertainty_score":0.9962223},"labels":[],"label_agreement":null},{"id":"W2515193696","doi":"10.3390/soc6030028","title":"“Activated, but Stuck”: Applying a Critical Occupational Lens to Examine the Negotiation of Long-Term Unemployment in Contemporary Socio-Political Contexts","year":2016,"lang":"en","type":"article","venue":"Societies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Negotiation; Politics; Term (time); Unemployment; Through-the-lens metering; Lens (geology); Sociology; Political science; Political economy; Labour economics; Economics; Social science; Law; Economic growth; Optics","score_opus":0.1450503258685157,"score_gpt":0.4380928686050129,"score_spread":0.2930425427364972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515193696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295279,0.00031646652,0.00050569506,0.06334348,0.00032886653,0.0012704652,0.00008976661,0.00006925814,0.004548144],"genre_scores_gemma":[0.99498487,0.000029647526,0.000027943084,0.0019108828,0.0002622435,0.00063089,0.000013961925,0.000022151264,0.0021174357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770385,0.00044107667,0.0006214488,0.00025348953,0.00042242432,0.0005577005],"domain_scores_gemma":[0.996842,0.0024609955,0.00012360589,0.00020388847,0.00028282675,0.00008666143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006540073,0.00018345319,0.00033896358,0.00006532671,0.0005464212,0.000008341229,0.00016042714,0.00015600574,0.00017300567],"category_scores_gemma":[0.00063052255,0.00010892254,0.00010103267,0.00012814628,0.00042745558,0.00018284381,0.00020245189,0.00026207478,0.000056765453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013717172,0.00011714215,0.9191199,0.00015000653,0.00006566466,0.0000026716189,0.0074841115,3.0020504e-7,0.0023101545,0.05291876,0.017150508,0.00054363353],"study_design_scores_gemma":[0.0015276651,0.00016230755,0.970398,0.00059891277,0.00002267047,5.113882e-7,0.020907592,0.00000203181,0.00088669517,0.0045989864,0.00068805215,0.0002065742],"about_ca_topic_score_codex":0.00019696429,"about_ca_topic_score_gemma":0.00008210461,"teacher_disagreement_score":0.06545699,"about_ca_system_score_codex":0.0002899224,"about_ca_system_score_gemma":0.00025443028,"threshold_uncertainty_score":0.44417322},"labels":[],"label_agreement":null},{"id":"W2515807600","doi":"10.1007/s00038-016-0866-0","title":"The great recession, youth unemployment and inequalities in psychological health complaints in adolescents: a multilevel study in 31 countries","year":2016,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"World Health Organization","keywords":"Unemployment; Recession; Socioeconomic status; Youth unemployment; Inequality; Public health; Psychology; Multilevel model; Demographic economics; Medicine; Environmental health; Economics; Economic growth; Population","score_opus":0.23994152943439714,"score_gpt":0.502330294120073,"score_spread":0.26238876468567585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515807600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8248794,0.00077834673,0.00011554436,0.17236528,0.0010644662,0.00067353883,0.00003739769,0.000010683078,0.0000753365],"genre_scores_gemma":[0.9922952,0.0032801297,0.000026800572,0.003986027,0.00019744782,0.000043504966,0.0000027578694,0.000011737117,0.00015637609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99378407,0.0024169742,0.0021215454,0.00024270748,0.0007638352,0.00067088247],"domain_scores_gemma":[0.99747026,0.00076390285,0.00097066973,0.00013929227,0.0004349576,0.00022091594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009298986,0.00017862185,0.00051388785,0.00055786467,0.00032135597,0.00003994922,0.0004534268,0.00007481813,0.000024247061],"category_scores_gemma":[0.0009572699,0.00009395495,0.000038421505,0.0001937114,0.00013696514,0.00032100594,0.00021618068,0.0006130628,0.0000060075677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002479192,0.00055075926,0.94446486,0.000035206718,0.00002615693,0.000019072591,0.027236955,6.077659e-7,3.9426007e-7,0.0010504391,0.0015325039,0.024835095],"study_design_scores_gemma":[0.0059574675,0.00051392807,0.9504113,0.0024241174,0.0000010722936,0.000006140082,0.03481558,0.0000055866703,9.086201e-8,0.0008470439,0.00492772,0.00008992665],"about_ca_topic_score_codex":0.0025826339,"about_ca_topic_score_gemma":0.018301543,"teacher_disagreement_score":0.16837925,"about_ca_system_score_codex":0.0015621511,"about_ca_system_score_gemma":0.0007889375,"threshold_uncertainty_score":0.9996119},"labels":[],"label_agreement":null},{"id":"W2516811741","doi":"10.14288/1.0098772","title":"Stigma at work : the consequence of disability and gender inequality","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Stigma (botany); Work (physics); Psychology; Gender studies; Sociology; Mathematics; Psychiatry; Engineering","score_opus":0.08981254866359926,"score_gpt":0.2904685329890132,"score_spread":0.20065598432541393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516811741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99307954,0.00022717773,0.0000335937,0.0003457081,0.00009841411,0.00036344663,0.00011511991,0.000030223104,0.0057067694],"genre_scores_gemma":[0.9987584,0.0001483944,0.00008378901,0.00006531108,0.000013633665,0.0000013604773,0.00000356674,0.000005376679,0.00092019635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989128,0.00031936532,0.00017968038,0.00022431246,0.00015102151,0.0002128035],"domain_scores_gemma":[0.9990307,0.00027164642,0.00018717496,0.0002843563,0.00015952038,0.000066610664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005189214,0.000036495243,0.00023896205,0.000007852582,0.000709391,0.0000035378805,0.00019081285,0.0000859913,0.0004276697],"category_scores_gemma":[0.00007924513,0.00008420268,0.00005902112,0.00014616757,0.0015631698,0.00009856336,0.0004198727,0.00015815222,0.0000093952585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032153777,0.000059125323,0.9720485,0.00019781904,0.000040748677,0.000012488626,0.004648335,3.8074596e-8,0.00001792415,0.000020014575,0.002748826,0.020174004],"study_design_scores_gemma":[0.0004621054,0.000030867548,0.99051774,0.00010134345,0.00004048076,0.0000029978553,0.0067108856,9.151444e-7,3.1984717e-7,0.0018788462,0.00017085538,0.00008262572],"about_ca_topic_score_codex":0.16629964,"about_ca_topic_score_gemma":0.32065642,"teacher_disagreement_score":0.15435678,"about_ca_system_score_codex":0.000070497845,"about_ca_system_score_gemma":0.00004582886,"threshold_uncertainty_score":0.83925205},"labels":[],"label_agreement":null},{"id":"W2517070883","doi":"10.1007/s11126-016-9460-0","title":"Employment Status and Mental Health: Mediating Roles of Social Support and Coping Strategies","year":2016,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Coping (psychology); Social support; Distress; Unemployment; Underemployment; Mental health; Avoidance coping; Clinical psychology; Psychology; Structural equation modeling; Public health; Psychiatry; Medicine; Social psychology","score_opus":0.024396815007468233,"score_gpt":0.3730726492334726,"score_spread":0.3486758342260044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517070883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585035,0.0019488652,0.00011458047,0.03618997,0.0007159822,0.00060800865,0.00012123396,0.00007813932,0.0017197189],"genre_scores_gemma":[0.9979798,0.0007027824,0.00019515674,0.0004437321,0.00033462906,0.000048318554,0.000012439591,0.00001979531,0.00026331158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982029,0.00019658025,0.0006063411,0.00024842247,0.00021854113,0.00052720134],"domain_scores_gemma":[0.9991909,0.00018026467,0.00036637482,0.000091827394,0.0000505944,0.000119995355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038201173,0.00016391881,0.00034104183,0.000111450034,0.0008514162,0.000011273556,0.000057085537,0.00007206146,0.000072764546],"category_scores_gemma":[0.000008185711,0.00011391679,0.00003728691,0.00009680385,0.00010748365,0.00017711917,0.000039833518,0.00011993489,0.000009764259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009120596,0.00007345558,0.7703112,0.0004878253,0.00009866955,4.4938935e-7,0.11725222,1.0766583e-8,0.00023421578,0.014651275,0.021637512,0.075162],"study_design_scores_gemma":[0.005573996,0.002966937,0.80426985,0.00021206248,0.000051983254,0.0000018402826,0.14132717,0.000002683579,0.000006493717,0.0072246944,0.03790374,0.00045853958],"about_ca_topic_score_codex":0.00026585208,"about_ca_topic_score_gemma":0.00064111996,"teacher_disagreement_score":0.07470346,"about_ca_system_score_codex":0.00005540988,"about_ca_system_score_gemma":0.00019532262,"threshold_uncertainty_score":0.6548491},"labels":[],"label_agreement":null},{"id":"W2517655422","doi":"10.1186/s12889-016-3551-6","title":"Adolescents’ psychological health during the economic recession: does public spending buffer health inequalities among young people?","year":2016,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Public health; Recession; Socioeconomic status; Per capita; Biostatistics; Medicine; Social determinants of health; Health equity; Demographic economics; Health psychology; Environmental health; Gerontology; Demography; Economics; Population; Sociology","score_opus":0.13126273537540747,"score_gpt":0.4274821948498908,"score_spread":0.29621945947448336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517655422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64509696,0.0008719319,0.00080321607,0.3448828,0.003638162,0.0022623506,0.00014699601,0.0005945147,0.0017030574],"genre_scores_gemma":[0.9791373,0.0043658684,0.00011991323,0.008831723,0.0019160714,0.0005587576,0.000048537364,0.00009289188,0.00492896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9857886,0.0060832514,0.002619417,0.0011818686,0.00069187017,0.0036350216],"domain_scores_gemma":[0.99404484,0.0010216971,0.0018555352,0.0011949934,0.00014208695,0.001740844],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0105283,0.0006061834,0.0013010087,0.00043606394,0.007131622,0.00015551863,0.0009495607,0.00028153165,0.0012204031],"category_scores_gemma":[0.0008673031,0.00029705552,0.000237812,0.0004992409,0.0003374183,0.0009433083,0.00074149953,0.0010995982,0.000414238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043706903,0.00011479316,0.94371957,0.0011468971,0.000031510088,6.606822e-7,0.0075608953,2.1093355e-7,0.0000013553652,0.010989122,0.03293895,0.0034523157],"study_design_scores_gemma":[0.0019032477,0.00022277172,0.9468861,0.0010298974,0.0000026047385,0.0000075094385,0.012399924,0.0000059287418,3.4505192e-7,0.0006273801,0.036547545,0.00036675014],"about_ca_topic_score_codex":0.008851342,"about_ca_topic_score_gemma":0.08500958,"teacher_disagreement_score":0.33605108,"about_ca_system_score_codex":0.0053069345,"about_ca_system_score_gemma":0.0038088816,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2518130896","doi":"10.17583/rimcis.2016.1964","title":"Neo-liberalism: Employability, and the Labor Market Mobility among Racialized Migrants- Canada's Study","year":2016,"lang":"en","type":"article","venue":"International and Multidisciplinary Journal of Social Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Employability; Neoliberalism (international relations); Politics; Political science; Retraining; Labour economics; Mentorship; Psychological intervention; Sociology; Economic growth; Political economy; Economics; Psychology","score_opus":0.033152797784815995,"score_gpt":0.39835145171737363,"score_spread":0.3651986539325576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518130896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93303,0.00016027414,0.0000052395585,0.06427489,0.00090583606,0.0003486327,0.000035440316,0.000006215697,0.0012334733],"genre_scores_gemma":[0.9976702,0.00011648917,0.000025654554,0.00016392811,0.000405434,0.00002141379,2.2803637e-7,0.000003856322,0.001592802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979029,0.00057317206,0.0005424414,0.0001772417,0.0005920946,0.00021214393],"domain_scores_gemma":[0.9978822,0.0012235468,0.00041063223,0.000049699986,0.00036815755,0.00006579387],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002960242,0.00011121281,0.0002706756,0.000050580522,0.0019514349,0.000027622176,0.00030316686,0.000039068484,0.00015883126],"category_scores_gemma":[0.00039301658,0.000049043938,0.000056515815,0.00010946235,0.0012574058,0.00028639336,0.00035499796,0.00016726162,4.9277855e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003877888,0.00009686578,0.9822446,0.000007242454,0.00007404565,0.0000062692416,0.012622157,1.6768757e-7,0.000014906496,0.0007338874,0.002144778,0.0016672837],"study_design_scores_gemma":[0.002691617,0.00009664756,0.97743684,0.000060233644,0.000026331662,0.000002747912,0.012925967,0.000009578002,0.0000015200801,0.0050519854,0.0016236437,0.00007288452],"about_ca_topic_score_codex":0.066213936,"about_ca_topic_score_gemma":0.24664657,"teacher_disagreement_score":0.18043265,"about_ca_system_score_codex":0.00009920873,"about_ca_system_score_gemma":0.00030903486,"threshold_uncertainty_score":0.99934787},"labels":[],"label_agreement":null},{"id":"W2518166369","doi":"","title":"Further Evidence on the Contribution of Services Outsourcing to the Decline in Manufacturing’s Employment Share in Canada","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Liberian dollar; Business; Labour economics; Census; Manufacturing; Manufacturing sector; Survey data collection; Economics; Work (physics); Demographic economics; Finance; Engineering; Marketing","score_opus":0.07652581636482196,"score_gpt":0.39935586744832713,"score_spread":0.32283005108350515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518166369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89775616,0.00024102286,7.2516355e-7,0.09552551,0.0004143948,0.002557039,0.00011697938,0.000008938542,0.0033792057],"genre_scores_gemma":[0.9932048,0.0027694318,0.0000037715733,0.0020802403,0.00017573246,0.0010815457,0.000014922247,0.00003138722,0.00063816743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958815,0.0012118735,0.0010166821,0.00057803164,0.00041075447,0.00090115384],"domain_scores_gemma":[0.994306,0.0042383606,0.0003186797,0.0009035198,0.00014321503,0.00009018167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00449791,0.0002606937,0.0005338325,0.00026297988,0.00029295104,0.000019260262,0.0010095029,0.0002014675,0.00018740816],"category_scores_gemma":[0.00079272926,0.00015220855,0.000067739755,0.000105039275,0.00006894859,0.000052040337,0.0023699454,0.0018001137,0.000016841755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048546595,0.000060183174,0.965099,0.00041582985,0.000077837125,0.000016329292,0.008006237,0.0049476963,0.000024896328,0.0002865025,0.0008332569,0.019746797],"study_design_scores_gemma":[0.000992514,0.00010308696,0.92516273,0.013709874,0.000008040168,2.836214e-7,0.016642602,0.00037952513,0.00035815107,0.0016433276,0.040606637,0.00039319793],"about_ca_topic_score_codex":0.60543245,"about_ca_topic_score_gemma":0.991606,"teacher_disagreement_score":0.38617355,"about_ca_system_score_codex":0.004476725,"about_ca_system_score_gemma":0.0015921806,"threshold_uncertainty_score":0.9993449},"labels":[],"label_agreement":null},{"id":"W2518198199","doi":"","title":"Trends in Low-Wage Employment in Canada: Incidence, Gap and Intensity, 1997-2014","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Wage; Low wage; Demographic economics; Economics; Work Intensity; Labour economics; Educational attainment; Incidence (geometry); Demography; Census; Population; Engineering; Economic growth; Mathematics; Work (physics)","score_opus":0.070557187308623,"score_gpt":0.39536648050620365,"score_spread":0.3248092931975807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518198199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.932744,0.0003723901,2.5051088e-7,0.006457829,0.0009314578,0.0010377112,0.00015405247,0.000025052892,0.058277216],"genre_scores_gemma":[0.9794847,0.012838876,0.000020460573,0.0004391796,0.00025176606,0.00067703944,0.000064563275,0.00006615829,0.0061572846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99464804,0.00086595153,0.0013686524,0.0011353567,0.0003819923,0.0015999987],"domain_scores_gemma":[0.99719346,0.0012577369,0.00029223034,0.0008491657,0.00014312519,0.00026431333],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031017906,0.0004366206,0.0010941785,0.001387597,0.00030121964,0.00002704429,0.0005890449,0.00049812946,0.0002695039],"category_scores_gemma":[0.000439847,0.000395309,0.00008248105,0.00022701889,0.00027298954,0.000107644395,0.0040495885,0.003237837,0.000017669801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016247775,0.000057638397,0.940343,0.00024448824,0.000045339737,0.00012052146,0.0014930882,0.0000560329,0.0000063898096,0.00024100367,0.0036569026,0.05357312],"study_design_scores_gemma":[0.0016293539,0.000066414425,0.97225314,0.0029759493,0.0000060902457,0.000002140108,0.003365929,0.0002680917,0.000008730447,0.0026274167,0.016219735,0.0005769766],"about_ca_topic_score_codex":0.61823237,"about_ca_topic_score_gemma":0.9858131,"teacher_disagreement_score":0.36758068,"about_ca_system_score_codex":0.007923282,"about_ca_system_score_gemma":0.0031750856,"threshold_uncertainty_score":0.99984986},"labels":[],"label_agreement":null},{"id":"W2518290217","doi":"10.25071/1705-1436.8","title":"Precarious Work Experiences of Racialized Immigrant Woman in Toronto: A Community- Based Study","year":2014,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; McMaster University; University of Toronto","funders":"","keywords":"Precarity; Snowball sampling; Immigration; Sociology; Gender studies; Participatory action research; Deskilling; Precarious work; Work (physics); Political science; Medicine","score_opus":0.05527507086743708,"score_gpt":0.41804126560172006,"score_spread":0.36276619473428295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518290217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99395645,0.0002430816,0.000017450893,0.0004223619,0.0005533313,0.00097105827,0.0000059736244,0.00006991777,0.003760398],"genre_scores_gemma":[0.99711746,0.000010079597,0.00007640605,0.0006937608,0.00010089765,0.0006593291,0.000006573813,0.000017573911,0.0013179093],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99634826,0.0023060127,0.0005565173,0.00016230566,0.00024494517,0.00038193326],"domain_scores_gemma":[0.99852496,0.0006539287,0.00021370736,0.00043548545,0.00011149274,0.000060426544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015005325,0.00016145244,0.00046331208,0.00005750508,0.00072246697,0.000006733926,0.00029929783,0.00009627259,0.00059942936],"category_scores_gemma":[0.00025515107,0.00012924967,0.0000535339,0.00024900775,0.00006236082,0.00008719434,0.0001621406,0.00040865652,0.000016450507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017859566,0.00052200275,0.49249563,0.000118187796,0.000021515887,0.0000012836107,0.5050455,0.0000015931535,0.000020346168,0.00039255893,0.0007097158,0.00049308804],"study_design_scores_gemma":[0.002284204,0.00030328595,0.47870177,0.00018327654,0.000018248134,2.056874e-8,0.510396,0.0000059094045,0.000014455208,0.00006429606,0.007897193,0.00013134694],"about_ca_topic_score_codex":0.048811913,"about_ca_topic_score_gemma":0.11849631,"teacher_disagreement_score":0.0696844,"about_ca_system_score_codex":0.000145173,"about_ca_system_score_gemma":0.00006767324,"threshold_uncertainty_score":0.95752215},"labels":[],"label_agreement":null},{"id":"W2520954407","doi":"10.1016/j.ssmph.2016.09.005","title":"Do flexicurity policies protect workers from the adverse health consequences of temporary employment? A cross-national comparative analysis","year":2016,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Economic and Social Research Council","keywords":"Flexicurity; Social security; Flexibility (engineering); Economics; Labour market flexibility; Construct (python library); Precarious work; Temporary work; Labour economics; Work (physics); Public economics; Unemployment; Economic growth; Market economy","score_opus":0.1874131615598813,"score_gpt":0.5084900167126133,"score_spread":0.321076855152732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520954407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92764264,0.001053969,0.0003491859,0.06623766,0.00031915127,0.0023625635,0.0010584972,0.00014020041,0.00083612493],"genre_scores_gemma":[0.995138,0.00015921997,0.00022098873,0.0030373288,0.00024312122,0.00022339488,0.00026904108,0.000013113539,0.0006958035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99504,0.0018195455,0.0014091528,0.00041722352,0.000740981,0.00057311874],"domain_scores_gemma":[0.99639326,0.0011523664,0.0015553688,0.0003588888,0.00036250125,0.0001776397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002069584,0.00024227623,0.00075168174,0.00023068496,0.0019307389,0.000012941825,0.00023170418,0.0001075933,0.00043609375],"category_scores_gemma":[0.00020078734,0.0001390267,0.00019368081,0.0008787911,0.00040364583,0.0002725486,0.0001074496,0.00028005807,0.000039497827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117724514,0.000054587905,0.97141695,0.000053700893,0.000336842,1.4971187e-7,0.014509968,0.000050900107,0.0000056398535,0.00514705,0.0078079803,0.00049848174],"study_design_scores_gemma":[0.00075039227,0.0001238542,0.98108244,0.00033447446,0.000029615732,1.17747824e-7,0.00601625,0.000013673524,0.00000478706,0.008801847,0.0027013368,0.0001412316],"about_ca_topic_score_codex":0.083701864,"about_ca_topic_score_gemma":0.012297187,"teacher_disagreement_score":0.07140467,"about_ca_system_score_codex":0.0006034351,"about_ca_system_score_gemma":0.0012446783,"threshold_uncertainty_score":0.9993686},"labels":[],"label_agreement":null},{"id":"W2522389301","doi":"10.1080/01436597.2016.1216783","title":"Migration, development and security within racialised global capitalism: refusing the balance game","year":2016,"lang":"en","type":"article","venue":"Third World Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Capitalism; Balance (ability); Pendulum; Work (physics); Odds; Sociology; Economics; Economic system; Political economy; Politics; Political science; Law; Psychology","score_opus":0.025999800078130592,"score_gpt":0.3399576085745172,"score_spread":0.3139578084963866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522389301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95637214,0.00039749625,0.00018229973,0.036484797,0.000710963,0.0005242201,0.000020135907,0.00015559972,0.0051523624],"genre_scores_gemma":[0.9922067,0.000019284327,0.00018068193,0.0014334205,0.00031593803,0.00010447595,0.000005590126,0.000012837531,0.005721066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982321,0.00032425296,0.0005037163,0.00027692408,0.00024918106,0.0004138237],"domain_scores_gemma":[0.9990624,0.00023422134,0.0002244855,0.000261005,0.00013118959,0.000086687854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066538673,0.00019254706,0.00023607188,0.000039137354,0.0010190117,0.000025169356,0.00015171389,0.00006689643,0.00007441476],"category_scores_gemma":[0.000042218646,0.00010253542,0.00003295168,0.00019864658,0.00014708126,0.00018722519,0.000050889048,0.00017893674,0.00015748986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023286678,0.00006952168,0.58044535,0.000118586744,0.00014813806,0.00001172338,0.25394356,1.4799282e-7,0.00037632798,0.0645977,0.07764181,0.022414256],"study_design_scores_gemma":[0.0040056184,0.00025793124,0.55304354,0.001282747,0.0000929379,0.0000055016862,0.017404065,0.00004105094,0.00021511033,0.064797014,0.35792536,0.00092912826],"about_ca_topic_score_codex":0.0003930538,"about_ca_topic_score_gemma":0.020276126,"teacher_disagreement_score":0.28028354,"about_ca_system_score_codex":0.00014882977,"about_ca_system_score_gemma":0.00013044097,"threshold_uncertainty_score":0.9976013},"labels":[],"label_agreement":null},{"id":"W2522613833","doi":"","title":"Strategies of Resistance : Migrant Caregivers Dealing with Social Isolation in Montreal, Canada","year":2014,"lang":"en","type":"article","venue":"XVIII ISA World Congress of Sociology (July 13-19, 2014)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social isolation; Resistance (ecology); Isolation (microbiology); Psychology; Biology","score_opus":0.0204985673765466,"score_gpt":0.3202255623929556,"score_spread":0.299726995016409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522613833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490996,0.0017352382,0.00009628869,0.008935204,0.0006987584,0.0007007815,0.00013967264,0.000057694317,0.038536765],"genre_scores_gemma":[0.9959917,0.00009266415,0.00007354019,0.00033829975,0.00014200878,0.000064406704,0.00003891047,0.000023497003,0.0032349918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975294,0.0005751826,0.00073823705,0.00034206812,0.0002623413,0.00055279245],"domain_scores_gemma":[0.9976351,0.0009365551,0.0007726821,0.00024535783,0.00032652362,0.00008377711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057065446,0.00025445523,0.0007591334,0.00017104781,0.0006704161,0.000003924939,0.00025486658,0.00020818552,0.00007822893],"category_scores_gemma":[0.00009673214,0.0002197806,0.00007209669,0.00015332605,0.00083010807,0.00012226302,0.00008296478,0.00049031334,0.0000051894403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006927465,0.00005509064,0.68883514,0.0007028034,0.0002824751,0.000013416118,0.030728074,0.00019915676,0.00020616237,0.049318794,0.2286904,0.00027573147],"study_design_scores_gemma":[0.0053075072,0.00020562636,0.8444392,0.0007170994,0.00016325475,5.0595554e-7,0.07004349,0.00006243412,0.000056766756,0.0068166796,0.071578294,0.0006091167],"about_ca_topic_score_codex":0.544468,"about_ca_topic_score_gemma":0.98236436,"teacher_disagreement_score":0.43789634,"about_ca_system_score_codex":0.00020364313,"about_ca_system_score_gemma":0.00071264117,"threshold_uncertainty_score":0.8962393},"labels":[],"label_agreement":null},{"id":"W2526923979","doi":"","title":"The social security of irregular immigrant workers, as compared to the social security of nationals who perform work in an undeclared way","year":2011,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social security; Immigration; Work (physics); Migrant workers; Business; Political science; Economics; Law; Economic growth; Engineering","score_opus":0.08969541764723162,"score_gpt":0.39927815968652036,"score_spread":0.30958274203928876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526923979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780519,0.00031081002,0.0000046902232,0.014770325,0.0006359251,0.0011017066,0.000084476414,0.00004020233,0.004999976],"genre_scores_gemma":[0.9980969,0.000030212535,0.000023591192,0.00047602088,0.00056528114,0.00017500261,0.000032182503,0.000027331873,0.0005734887],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966195,0.0009870732,0.00089072785,0.00029935164,0.0006144211,0.0005889084],"domain_scores_gemma":[0.9981661,0.0005578558,0.00045804857,0.00034936916,0.00038599144,0.00008268002],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019916932,0.0002447376,0.0005744915,0.000101527694,0.0021976226,0.000013372301,0.0006023463,0.00025778005,0.00033470444],"category_scores_gemma":[0.00019411149,0.00016101435,0.0001947195,0.0006041063,0.0003220922,0.00015537578,0.00031450728,0.0006429925,0.00004333293],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017876937,0.00043352775,0.22975208,0.00014700912,0.0002542941,0.0000027631804,0.6775675,0.0000034566979,0.00002569035,0.044593364,0.04374896,0.001683647],"study_design_scores_gemma":[0.0015601389,0.000140445,0.84734887,0.0002770104,0.00006588263,2.2709824e-7,0.10703504,0.00003055972,0.00008907088,0.024138013,0.019032555,0.0002821602],"about_ca_topic_score_codex":0.0030102944,"about_ca_topic_score_gemma":0.02024186,"teacher_disagreement_score":0.6175968,"about_ca_system_score_codex":0.00016884659,"about_ca_system_score_gemma":0.00022696855,"threshold_uncertainty_score":0.9991014},"labels":[],"label_agreement":null},{"id":"W2527484961","doi":"10.1515/cer-2016-0024","title":"The Canadian Unemployment Insurance Generosity: Reflections From A Comparative Analysis","year":2016,"lang":"en","type":"article","venue":"Comparative Economic Research Central and Eastern Europe","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec; Ontario Ministry of Labour","funders":"","keywords":"Generosity; Unemployment; Economics; Debt; Politics; Flexicurity; Labour economics; Full employment; Compensation (psychology); Political science; Economic growth; Macroeconomics","score_opus":0.39252212309252654,"score_gpt":0.49494130880024634,"score_spread":0.1024191857077198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527484961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457385,0.0007957534,0.00006749721,0.009726459,0.0004403525,0.0006028942,0.00029110015,0.000029699113,0.04230776],"genre_scores_gemma":[0.98276025,0.0009488741,0.000010223455,0.00013986824,0.00033436078,0.00010902861,0.000019742542,0.000009832717,0.01566781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962725,0.0015294967,0.00043883087,0.00047640887,0.00020046874,0.001082281],"domain_scores_gemma":[0.9976907,0.0010937299,0.00012130437,0.00033775825,0.0002857995,0.0004707281],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073184667,0.0001950532,0.00041916454,0.00019471547,0.0045931637,0.00010692381,0.000320838,0.00005673352,0.00025785947],"category_scores_gemma":[0.000038753136,0.0001078755,0.00007599904,0.0003440189,0.00060750736,0.00017404243,0.00026537298,0.00042050215,0.0010859407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013270853,0.000020181875,0.9724342,0.0000034290676,0.0008029321,0.00000298137,0.0062085334,0.000035277015,0.000098762925,0.007629614,0.011749588,0.00088176323],"study_design_scores_gemma":[0.00051775866,0.00007467178,0.758112,0.00004152575,0.000036203088,1.5993217e-7,0.0012875356,0.00033142892,0.000040216793,0.0008160415,0.23859634,0.00014610309],"about_ca_topic_score_codex":0.107088804,"about_ca_topic_score_gemma":0.8603234,"teacher_disagreement_score":0.7532346,"about_ca_system_score_codex":0.00061445805,"about_ca_system_score_gemma":0.0003947469,"threshold_uncertainty_score":0.99969184},"labels":[],"label_agreement":null},{"id":"W2528505790","doi":"10.1016/j.ssresearch.2016.09.023","title":"Discovering pockets of complexity: Socioeconomic status, stress exposure, and the nuances of the health gradient","year":2016,"lang":"en","type":"article","venue":"Social Science Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Socioeconomic status; Stressor; Association (psychology); Psychology; Mental health; Well-being; Health equity; Workforce; Anxiety; Social psychology; Developmental psychology; Demographic economics; Sociology; Public health; Demography; Medicine; Clinical psychology; Economics; Population; Psychiatry; Economic growth","score_opus":0.20143657729231826,"score_gpt":0.5160455116312294,"score_spread":0.31460893433891113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528505790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9608116,0.0004393586,0.0000035779844,0.033643104,0.00020438155,0.00059121905,0.00006303234,0.000005619122,0.004238117],"genre_scores_gemma":[0.99867064,0.0007724338,0.0000059219733,0.00006652568,0.00008925584,0.000036694244,2.2906069e-7,0.0000041796757,0.0003541033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716765,0.0009876344,0.00030567247,0.00018512845,0.00065212563,0.00070178753],"domain_scores_gemma":[0.99841875,0.00090843835,0.00020169644,0.00017085705,0.00023182719,0.000068419045],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00617891,0.000059979568,0.00021861983,0.000059295282,0.0039124005,0.00001094868,0.00044155607,0.0000277739,0.000034184224],"category_scores_gemma":[0.00034186253,0.000024975307,0.000045127865,0.00030324736,0.008644539,0.00013296236,0.00073471386,0.00022525388,0.0000033100162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006877668,0.00002519734,0.673722,0.0001152896,0.000014304093,4.0301906e-8,0.046653323,6.7519245e-8,0.00031212176,0.26945755,0.0006992894,0.008931993],"study_design_scores_gemma":[0.000808147,0.00008054647,0.9346506,0.00017473202,0.0000021077078,3.5230247e-8,0.03186079,0.0000026228006,0.00016806048,0.031265248,0.0009422827,0.000044820466],"about_ca_topic_score_codex":0.0037148877,"about_ca_topic_score_gemma":0.0019811713,"teacher_disagreement_score":0.26092857,"about_ca_system_score_codex":0.00023677648,"about_ca_system_score_gemma":0.000802256,"threshold_uncertainty_score":0.99738437},"labels":[],"label_agreement":null},{"id":"W2528916811","doi":"","title":"Domestic Labour and Gender Exploitation: The Case of the Caregiver Program in Canada","year":2016,"lang":"en","type":"article","venue":"28th Annual Meeting","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Labour economics; Political science; Economics","score_opus":0.03953719342246082,"score_gpt":0.3645463146071464,"score_spread":0.3250091211846856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528916811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99143845,0.00048520646,0.0000014736754,0.005818614,0.0002629862,0.00048132477,0.00003649273,0.000012768945,0.0014626948],"genre_scores_gemma":[0.9988911,0.000030654974,0.000022415034,0.00031656673,0.000083137005,0.000111750785,2.656568e-7,0.0000077024815,0.00053640304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989976,0.00028567397,0.00023347873,0.00011319556,0.000114547736,0.00025546688],"domain_scores_gemma":[0.9987808,0.0007966999,0.00011948699,0.0001297328,0.00013840443,0.000034916095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456663,0.00007507139,0.000111047346,0.000018303062,0.00046759087,0.0000025523889,0.00008080677,0.000028309414,0.000026117725],"category_scores_gemma":[0.00044986192,0.000031971857,0.000014972482,0.000110686226,0.000064571395,0.00005593801,0.00012939962,0.00012449076,0.0000015039916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012921509,0.000010499303,0.9369205,0.00014181947,0.00001956691,0.000070694405,0.03958317,0.000002182969,0.000019623774,0.0014522555,0.003167477,0.018599272],"study_design_scores_gemma":[0.00072290737,0.000028389955,0.8535288,0.00039193672,0.000019866886,0.000014989515,0.1384275,0.000006973712,0.000013431337,0.00081471034,0.0059254533,0.00010506755],"about_ca_topic_score_codex":0.64618176,"about_ca_topic_score_gemma":0.9236519,"teacher_disagreement_score":0.27747008,"about_ca_system_score_codex":0.000099189405,"about_ca_system_score_gemma":0.000306567,"threshold_uncertainty_score":0.35963783},"labels":[],"label_agreement":null},{"id":"W2529178362","doi":"10.15173/glj.v7i3.2498","title":"Interns and Infidels: The Transformation of Work and Citizenship in Turkey and the United States under Neo-liberalism","year":2016,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizenship; Liberalism; State (computer science); Political economy; Conservatism; Political science; Deportation; Population; Sociology; Social rights; Immigration; Law; Human rights; Politics","score_opus":0.03754616975061311,"score_gpt":0.34838691679721534,"score_spread":0.31084074704660225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529178362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9133612,0.001090696,0.00017442874,0.084541716,0.00012763738,0.00019477571,0.00003652579,0.00000743805,0.00046557764],"genre_scores_gemma":[0.9950878,0.003223997,0.000013915617,0.0014391672,0.00006341185,0.000006269399,0.0000015298868,0.0000042621846,0.00015962964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987305,0.0005117706,0.00035769708,0.00006733118,0.0001227086,0.00020998355],"domain_scores_gemma":[0.9990988,0.0005319971,0.00014848218,0.00006204844,0.00010397311,0.000054701813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091504987,0.000092139846,0.00016388533,0.000043973178,0.00040806178,0.000025719968,0.00007373604,0.00005590135,0.000030394045],"category_scores_gemma":[0.0000873334,0.000036837704,0.000019490375,0.00016685143,0.0002462963,0.000097424425,0.00006380429,0.0002508776,0.0000010348247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010241144,0.000015811996,0.67256826,0.00009597822,0.000183941,0.0000047077697,0.036262177,0.000025890864,0.000010319683,0.27764586,0.0051909685,0.006971964],"study_design_scores_gemma":[0.0055563673,0.00006226806,0.7416219,0.0007077569,0.000041084815,0.000030558396,0.011851899,0.000027149044,0.0000031461968,0.23255622,0.007435532,0.00010607435],"about_ca_topic_score_codex":0.0007257861,"about_ca_topic_score_gemma":0.00028190223,"teacher_disagreement_score":0.083102554,"about_ca_system_score_codex":0.000039282502,"about_ca_system_score_gemma":0.000026259362,"threshold_uncertainty_score":0.31385225},"labels":[],"label_agreement":null},{"id":"W2529482995","doi":"10.1503/cmaj.150942","title":"Job insecurity and risk of diabetes: a meta-analysis of individual participant data","year":2016,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Economic and Social Research Council; Medical Research Council; NordForsk; British Heart Foundation","keywords":"Medicine; Confidence interval; Odds ratio; Cohort study; Demography; Diabetes mellitus; Meta-analysis; National Health and Nutrition Examination Survey; Cohort; Gerontology; Socioeconomic status; Environmental health; Population; Internal medicine","score_opus":0.30632139101916833,"score_gpt":0.4651381081937865,"score_spread":0.15881671717461815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529482995","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042314993,0.98694104,0.0000030344584,0.002570695,0.00029845047,0.00032023145,0.009212065,0.000005260854,0.0002260664],"genre_scores_gemma":[0.0003325309,0.9983536,0.000012621433,0.00046401445,0.00043320295,0.000037179223,0.0001532934,0.000017874901,0.00019568122],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921873,0.0033312927,0.0020701238,0.00027437106,0.0015127274,0.0006241363],"domain_scores_gemma":[0.9913086,0.0035864674,0.0031931528,0.00039969847,0.00047846374,0.0010336123],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012438499,0.00024776385,0.004044892,0.000663711,0.00047982286,0.000013819167,0.00072782533,0.0007893089,0.005063134],"category_scores_gemma":[0.0094924485,0.00014644348,0.00091488624,0.00061595713,0.000109495646,0.0001046121,0.0002817402,0.00162366,0.000020613828],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.832648e-7,0.000023705645,0.11685299,0.0017453956,0.60327363,0.000009965783,0.0013462477,2.203686e-8,3.0770682e-9,0.00014763472,0.066467546,0.21013188],"study_design_scores_gemma":[0.00013821092,0.000015304988,0.0056124176,0.00083588,0.3450001,3.5785078e-7,0.00012621767,0.0000016522303,2.3562015e-9,0.000049672468,0.64812344,0.00009674965],"about_ca_topic_score_codex":0.003759045,"about_ca_topic_score_gemma":0.11374589,"teacher_disagreement_score":0.5816559,"about_ca_system_score_codex":0.0002294866,"about_ca_system_score_gemma":0.004726146,"threshold_uncertainty_score":0.998851},"labels":[],"label_agreement":null},{"id":"W2531508844","doi":"10.14210/alcance.v23n3(jul-set).p272-292","title":"SENTIDO DO TRABALHO E FATORES DE QUALIDADE DE VIDA NO TRABALHO: A PERCEPÇÃO DE PROFESSORES BRASILEIROS E CANADENSES","year":2016,"lang":"pt","type":"article","venue":"Revista Alcance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Psychology; Sociology; Philosophy","score_opus":0.0542396580822331,"score_gpt":0.40315872435750205,"score_spread":0.348919066275269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531508844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94431674,0.01650627,0.0009130842,0.030694792,0.0012387353,0.0023984846,0.0011024739,0.00035948955,0.0024699355],"genre_scores_gemma":[0.93698144,0.010837171,0.00018017233,0.0030481992,0.0017340828,0.00054471666,0.000018760444,0.00020481723,0.04645064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99099,0.0025950496,0.0014448263,0.0011439063,0.0007330238,0.003093211],"domain_scores_gemma":[0.99522364,0.0016205737,0.00080156524,0.0010779034,0.0003538742,0.00092241407],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018738966,0.0009356629,0.0013246606,0.00020930027,0.0018881573,0.00017446191,0.00089750916,0.000667664,0.0017459444],"category_scores_gemma":[0.0014541463,0.0007209912,0.00047586576,0.00045781682,0.00050157245,0.00035085646,0.000311846,0.0010254914,0.0006058662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036585357,0.0002559334,0.7203441,0.0036225142,0.00042926005,0.00013157092,0.03048047,0.0000014127137,0.006475728,0.0073023876,0.22561318,0.004977572],"study_design_scores_gemma":[0.0034079922,0.00042268223,0.6354842,0.015306278,0.0005952434,0.000046917816,0.012327119,0.000043376138,0.0007951566,0.0006210441,0.32904357,0.0019063946],"about_ca_topic_score_codex":0.00898813,"about_ca_topic_score_gemma":0.009896836,"teacher_disagreement_score":0.103430405,"about_ca_system_score_codex":0.0024337317,"about_ca_system_score_gemma":0.0030685305,"threshold_uncertainty_score":0.9995241},"labels":[],"label_agreement":null},{"id":"W2532146530","doi":"10.7202/1037070ar","title":"Informalisation du travail rémunéré et risques sociaux pour les travailleurs : le rôle des États-providence","year":2016,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.10009655757411498,"score_gpt":0.40958118440833186,"score_spread":0.30948462683421685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532146530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59235454,0.0048236605,0.0010733571,0.28600463,0.00092863763,0.0008673971,0.0004937531,0.0005237639,0.11293025],"genre_scores_gemma":[0.93814373,0.018449541,0.00050158764,0.003283308,0.0024250336,0.00021890645,0.00004309462,0.00009767086,0.036837135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99375665,0.002834984,0.0010180637,0.00048313075,0.0004983668,0.0014087919],"domain_scores_gemma":[0.99681926,0.0013919311,0.0005581867,0.00024208425,0.00073449395,0.00025401835],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002094302,0.00052986766,0.00067647954,0.00014282866,0.0030457922,0.00011122772,0.00039002264,0.0007948228,0.0006193431],"category_scores_gemma":[0.0010927032,0.00044462094,0.00032955498,0.00021022256,0.0017191919,0.001991044,0.00030359748,0.0007091127,0.00031121666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007351891,0.0001970164,0.07237531,0.00042767,0.00015627942,0.000006268175,0.22962508,3.2354822e-7,0.0002190861,0.522243,0.12565224,0.049024165],"study_design_scores_gemma":[0.0022265783,0.00040050247,0.3575106,0.0016627221,0.00017168687,0.0000050893095,0.3348387,0.000009071394,0.0007885816,0.15503988,0.14628819,0.0010584262],"about_ca_topic_score_codex":0.05134058,"about_ca_topic_score_gemma":0.012593197,"teacher_disagreement_score":0.36720318,"about_ca_system_score_codex":0.0006713106,"about_ca_system_score_gemma":0.0013380256,"threshold_uncertainty_score":0.99980056},"labels":[],"label_agreement":null},{"id":"W2534852193","doi":"10.4000/sociologies.5711","title":"La configuration en « deux temps » des rapports à la vie professionnelle","year":2021,"lang":"fr","type":"article","venue":"SociologieS","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Quebec - Clinical Research Organization in Cancer; Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.08462820399718676,"score_gpt":0.41211208251265946,"score_spread":0.32748387851547267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534852193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6741601,0.059713848,0.00040603368,0.07246701,0.004765375,0.00090690603,0.00007841045,0.0004723214,0.18702994],"genre_scores_gemma":[0.8884524,0.02685472,0.00080923765,0.00080472947,0.0006559477,0.00022320272,0.0001153245,0.000042404048,0.08204201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99049693,0.007554267,0.00059585896,0.00043465584,0.00019676967,0.0007215419],"domain_scores_gemma":[0.9938332,0.0051389695,0.00026474267,0.00032008544,0.0003461695,0.00009684582],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022825028,0.00031898942,0.00051515474,0.000050072715,0.0018098744,0.00003228266,0.00017252618,0.0012028492,0.0019546514],"category_scores_gemma":[0.0025077958,0.00027038608,0.00017929015,0.00017984814,0.0012865487,0.00023139524,0.00045870588,0.001231257,0.00046478206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007950131,0.00040779135,0.26382825,0.0021820231,0.00047909663,0.00031820615,0.18206297,0.000008739332,0.0010326762,0.11147538,0.3832086,0.0549168],"study_design_scores_gemma":[0.0008097034,0.000101570855,0.17380664,0.0014162182,0.00013147978,0.000013322003,0.37017313,0.0000056949443,0.0005724043,0.060441706,0.392111,0.00041713065],"about_ca_topic_score_codex":0.00011848698,"about_ca_topic_score_gemma":0.00031369674,"teacher_disagreement_score":0.21429227,"about_ca_system_score_codex":0.00017558043,"about_ca_system_score_gemma":0.0008108057,"threshold_uncertainty_score":0.99997485},"labels":[],"label_agreement":null},{"id":"W2541810447","doi":"10.5539/ass.v12n12p120","title":"Research on Social Security for Migrant Workers in China","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Social security; Migrant workers; Order (exchange); Financial crisis; Economic growth; Business; Political science; Economics; Finance","score_opus":0.1387155663219996,"score_gpt":0.519762730304817,"score_spread":0.3810471639828174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541810447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5852583,0.000015734284,0.000020726271,0.112590544,0.00056195166,0.00094929454,0.000027519949,0.000053289616,0.30052266],"genre_scores_gemma":[0.99694955,0.0000044882636,0.000014632198,0.00020474395,0.0006858751,0.00019375212,5.988781e-7,0.000008209094,0.0019381244],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976395,0.0002997402,0.00020539251,0.00032134063,0.000584894,0.0009491496],"domain_scores_gemma":[0.9992872,0.00033917712,0.000060511942,0.00008960073,0.00015206548,0.00007147984],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035707634,0.000083128514,0.00015455643,0.00016699712,0.00470061,0.00001263846,0.00034507163,0.000105467116,0.00006397206],"category_scores_gemma":[0.00034705718,0.00005510759,0.000051918854,0.0009328868,0.0009752929,0.00014411239,0.00015852571,0.0003154222,0.00008892155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030074042,0.00017190738,0.2219378,0.00006338226,0.000011617234,0.000004073512,0.13801083,7.1456467e-9,0.0006562716,0.16641487,0.29081297,0.18161552],"study_design_scores_gemma":[0.0006391988,0.000057608573,0.92619085,0.00008891326,0.0000015214592,2.0461735e-8,0.016878627,2.7133083e-7,0.000021005932,0.023624938,0.032402188,0.000094841904],"about_ca_topic_score_codex":0.0005609911,"about_ca_topic_score_gemma":0.0009798725,"teacher_disagreement_score":0.7042531,"about_ca_system_score_codex":0.00042897536,"about_ca_system_score_gemma":0.00037781824,"threshold_uncertainty_score":0.99659514},"labels":[],"label_agreement":null},{"id":"W2542718440","doi":"10.1093/ntr/ntw298","title":"The Great Recession, Adolescent Smoking, and Smoking Inequalities: What Role Does Youth Unemployment Play in 24 European Countries?","year":2016,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Unemployment; Youth unemployment; Recession; Youth smoking; Socioeconomic status; Inequality; Demography; Smoking prevalence; Young adult; Medicine; Psychology; Demographic economics; Tobacco control; Environmental health; Public health; Economics; Gerontology; Population; Economic growth; Sociology","score_opus":0.11549354082294551,"score_gpt":0.4211766360577196,"score_spread":0.3056830952347741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542718440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94769627,0.010131955,0.000009472126,0.034277868,0.0013830655,0.0012823753,0.000054248398,0.00016815921,0.004996594],"genre_scores_gemma":[0.9553793,0.030883413,0.0000049699693,0.00060813525,0.00078742905,0.00017527105,0.000015397285,0.00008053745,0.012065532],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916897,0.0037291488,0.000949474,0.00071336393,0.0013025954,0.0016157195],"domain_scores_gemma":[0.99488735,0.003542185,0.00017460652,0.00068950834,0.00048399268,0.00022233653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009810641,0.00032749804,0.00038765758,0.00030503055,0.0026761766,0.00030164645,0.0005881883,0.00017156781,0.0004067965],"category_scores_gemma":[0.00096183806,0.00015229799,0.00006596058,0.000475398,0.00046464396,0.0006419793,0.0012443196,0.0012400174,0.00008924186],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016207388,0.00005281323,0.9252626,0.00016118848,0.000052597134,0.000010460565,0.015197919,3.5629517e-7,0.000099106386,0.0020056325,0.013119469,0.04387582],"study_design_scores_gemma":[0.003090293,0.00027398576,0.279492,0.012017475,0.000034753968,0.0000012431093,0.09364622,0.0000072235453,0.0004133655,0.0010667497,0.6094348,0.0005219224],"about_ca_topic_score_codex":0.001049622,"about_ca_topic_score_gemma":0.003123366,"teacher_disagreement_score":0.64577055,"about_ca_system_score_codex":0.00056684075,"about_ca_system_score_gemma":0.00027088498,"threshold_uncertainty_score":0.9986222},"labels":[],"label_agreement":null},{"id":"W2543066411","doi":"","title":"Maximizing Opportunity, Minimizing Risk: Aligning Law, Policy and Practice to Strengthen Work-Integrated Learning in Ontario","year":2016,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Economics; Business; Risk analysis (engineering); Law; Actuarial science; Political science; Engineering","score_opus":0.11880573908484304,"score_gpt":0.39502070787560856,"score_spread":0.2762149687907655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543066411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6942098,0.0000700677,0.0004313588,0.03590413,0.00021243401,0.0006928167,0.0000047190824,0.00028201417,0.26819265],"genre_scores_gemma":[0.94369096,0.00021530173,0.0054746945,0.0036844385,0.00016578975,0.00009494482,0.000005941402,0.00004469795,0.04662323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970947,0.0010530114,0.00054948573,0.00037424648,0.00020475649,0.00072380155],"domain_scores_gemma":[0.9950927,0.004007516,0.00025694194,0.00019218698,0.00016867774,0.00028196312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001877264,0.00023280871,0.00034213686,0.0002659424,0.0009864753,0.000027626504,0.0001267307,0.00014424085,0.00049316423],"category_scores_gemma":[0.0057156566,0.00015512123,0.000035946752,0.00032447043,0.000057780242,0.0003762875,0.00042788865,0.0007497012,0.000096481206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002796613,0.000049306862,0.9208837,0.000020291094,0.00007723008,0.000022014574,0.028854582,0.000008228774,0.0001297324,0.009976759,0.00402926,0.035669193],"study_design_scores_gemma":[0.0024362288,0.00021694042,0.17441344,0.0018570017,0.000070730945,0.000004203698,0.043262586,0.0000069107846,0.00003323423,0.00057543867,0.7765361,0.0005871829],"about_ca_topic_score_codex":0.39512426,"about_ca_topic_score_gemma":0.4839983,"teacher_disagreement_score":0.77250683,"about_ca_system_score_codex":0.0005522199,"about_ca_system_score_gemma":0.0004904127,"threshold_uncertainty_score":0.75872695},"labels":[],"label_agreement":null},{"id":"W2544224555","doi":"10.1177/0020731416676233","title":"Employment and Labor Market Results of the SOPHIE Project","year":2016,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prosperity; Equity (law); Inequality; Work (physics); Population; Business; Social security; Labour economics; Economics; Economic growth; Demographic economics; Political science; Environmental health; Medicine","score_opus":0.040785209031584106,"score_gpt":0.42117034865558406,"score_spread":0.38038513962399995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544224555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.787074,0.0015808789,0.00000728399,0.20646237,0.0023613332,0.00035762586,0.00016230461,0.000010320264,0.0019838423],"genre_scores_gemma":[0.99159193,0.002443642,0.00009893884,0.0036731912,0.00048073908,0.000007966805,0.0000010330886,0.0000095709875,0.0016929893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780655,0.000375024,0.0010228814,0.00009761814,0.0005082606,0.00018966323],"domain_scores_gemma":[0.9971811,0.0004594449,0.001486181,0.000113240516,0.0007126325,0.00004736316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014172366,0.00008927365,0.00023123286,0.00011687879,0.00021602401,0.000005605509,0.00037684763,0.000042494867,0.000070084876],"category_scores_gemma":[0.00007853707,0.000040899256,0.000058113583,0.000077377874,0.000053540294,0.00015424078,0.00020186602,0.00014220919,0.0000033874999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001186781,0.000121238176,0.9276556,0.00046381124,0.00032750753,0.0000057243274,0.010123113,4.57803e-7,0.00020085598,0.0016161116,0.039692476,0.018606331],"study_design_scores_gemma":[0.0026992178,0.0002114932,0.8387115,0.0032424193,0.00001354057,0.000008883252,0.0022565427,0.0000023785014,0.00006221666,0.001894493,0.15083608,0.00006123086],"about_ca_topic_score_codex":0.0008702211,"about_ca_topic_score_gemma":0.0007138782,"teacher_disagreement_score":0.20451789,"about_ca_system_score_codex":0.00010544343,"about_ca_system_score_gemma":0.00033318644,"threshold_uncertainty_score":0.16678233},"labels":[],"label_agreement":null},{"id":"W2545938340","doi":"","title":"Rethinking Unequal Exchange: The Global Integration of Nursing Labour Markets","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nursing; Economics; Business; Labour economics; Psychology; Medicine","score_opus":0.3232571581908101,"score_gpt":0.5399929771366834,"score_spread":0.2167358189458733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545938340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9030162,0.008461751,0.00020424306,0.04014765,0.003358313,0.00039634385,0.000028920962,0.000008242605,0.044378314],"genre_scores_gemma":[0.9974095,0.00008951432,0.00015516322,0.00013137583,0.0013695605,0.0000045138145,0.0000023383254,0.00001624166,0.0008217554],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959119,0.0017679642,0.000529079,0.00009370653,0.0006692021,0.0010281415],"domain_scores_gemma":[0.9970677,0.0007070215,0.0002792234,0.00019737016,0.001216495,0.0005322138],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0072764647,0.00010902412,0.00023721905,0.00034150202,0.0017925161,0.00002872817,0.00035582206,0.00015178513,0.00024821295],"category_scores_gemma":[0.0014382015,0.000075527416,0.00007808312,0.0006730513,0.0004969688,0.00025980436,0.000020640826,0.0013446887,0.000014542196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023883073,0.00011744161,0.21983571,0.00011558313,0.00007309616,0.000025451112,0.27139586,0.000002725407,0.00023671062,0.046802133,0.1710612,0.29009524],"study_design_scores_gemma":[0.00094706815,0.000349754,0.76092374,0.015097438,0.00007735096,0.000057035737,0.12389292,0.00002840465,0.0001224271,0.081615694,0.01666599,0.00022219833],"about_ca_topic_score_codex":0.0033922172,"about_ca_topic_score_gemma":0.005704518,"teacher_disagreement_score":0.541088,"about_ca_system_score_codex":0.002532411,"about_ca_system_score_gemma":0.0015236087,"threshold_uncertainty_score":0.999507},"labels":[],"label_agreement":null},{"id":"W2546525884","doi":"10.1177/2156869316671372","title":"Economic Conditions in Countries of Origin and Trajectories in Distress after Migration to Canada","year":2016,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Mental health; Demographic economics; Generalizability theory; Distress; Population; Metropolitan area; Country of origin; Demography; Psychology; Geography; Sociology; Political science; Economics; Developmental psychology; Psychiatry; Clinical psychology","score_opus":0.016308573513113326,"score_gpt":0.35762279169989164,"score_spread":0.3413142181867783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546525884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690735,0.00044168372,0.0000015271464,0.029183498,0.00016412002,0.00034320375,0.00075346563,0.0000041198155,0.00003490918],"genre_scores_gemma":[0.9966821,0.00164383,0.00001165275,0.0012988296,0.00002602414,0.00008308453,0.000017287912,0.0000035338257,0.00023366703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939287,0.00004931916,0.00022371233,0.00010402553,0.000046908743,0.0001831723],"domain_scores_gemma":[0.99973994,0.00009410075,0.000062510684,0.000037153564,0.000008717917,0.000057592264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014014439,0.00005920743,0.00014741397,0.000014509172,0.0001856457,0.0000014899745,0.000015909514,0.000029633493,0.000028350054],"category_scores_gemma":[0.0000038809153,0.000043811215,0.000010584722,0.000031426764,0.00005916817,0.00005110691,0.000024059744,0.000051452465,7.418362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003144304,0.00000840968,0.97780174,0.00016778981,0.000004827264,1.7584064e-7,0.0131865265,8.888146e-8,0.000013257721,0.0010959085,0.0074501974,0.00023965702],"study_design_scores_gemma":[0.00070572423,0.00004489247,0.9654193,0.0003194772,0.0000012570952,1.2497857e-7,0.016498223,0.0000010563592,0.0000126769555,0.00017037451,0.016770223,0.00005669186],"about_ca_topic_score_codex":0.3822964,"about_ca_topic_score_gemma":0.98207873,"teacher_disagreement_score":0.5997823,"about_ca_system_score_codex":0.00046287768,"about_ca_system_score_gemma":0.0002975834,"threshold_uncertainty_score":0.62181693},"labels":[],"label_agreement":null},{"id":"W2547553689","doi":"10.25071/1705-1436.165","title":"From Job Strain to Employment Strain: Health Effects of Precarious Employment","year":2003,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Earnings; Labour economics; Work (physics); Job strain; Demographic economics; Precarious work; Face (sociological concept); Strain (injury); Business; Psychology; Economics; Sociology; Medicine","score_opus":0.046853005089185426,"score_gpt":0.39639490734582017,"score_spread":0.34954190225663473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547553689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753482,0.0016491481,0.0003814959,0.012023216,0.0023675694,0.0031672588,0.00093456777,0.0002138861,0.003914669],"genre_scores_gemma":[0.9738179,0.00020221226,0.0012356887,0.0077616833,0.00055349123,0.00054541527,0.00006311029,0.00009212832,0.01572839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960331,0.00087878265,0.0009478699,0.0005474763,0.00055481266,0.0010380065],"domain_scores_gemma":[0.99791074,0.00053929584,0.00035930437,0.0005852216,0.00017846489,0.0004269844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074712414,0.0003701143,0.00076657115,0.00019533142,0.00064260716,0.000013008054,0.00026384054,0.00018102536,0.00066602195],"category_scores_gemma":[0.00031223262,0.0003250055,0.0001310323,0.00043469697,0.00005262783,0.000079803984,0.00017060564,0.00045504706,0.00024993677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026851014,0.001395514,0.49047208,0.0033171247,0.0011524726,0.0000703828,0.18787603,0.00006795975,0.0075673293,0.09128096,0.18727285,0.029258782],"study_design_scores_gemma":[0.0040204776,0.0015169779,0.6127335,0.0013865209,0.00011013328,7.4392e-7,0.011430804,0.0000014697346,0.0011784916,0.0050622197,0.36185116,0.00070751895],"about_ca_topic_score_codex":0.0053180456,"about_ca_topic_score_gemma":0.0029868626,"teacher_disagreement_score":0.17644523,"about_ca_system_score_codex":0.00042218008,"about_ca_system_score_gemma":0.0005254012,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W254819575","doi":"10.18740/s4kw37","title":"Mark P Thomas. Regulating Flexibility: The Political Economy of Employment Standards","year":2009,"lang":"en","type":"article","venue":"Socialist studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flexibility (engineering); Politics; Political science; Business; Political economy; Market economy; Economics; Management; Law","score_opus":0.1198848092380703,"score_gpt":0.4874505595606182,"score_spread":0.3675657503225479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W254819575","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07268889,0.0046730004,0.00003181596,0.5211179,0.0008717416,0.001270137,0.0001424055,0.00019171082,0.3990124],"genre_scores_gemma":[0.9827399,0.00011331825,0.00007448462,0.013586839,0.0008642254,0.00010468754,0.0000055583564,0.000017009937,0.0024939394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99755776,0.00047593153,0.00070304587,0.0002564592,0.00035093012,0.0006558533],"domain_scores_gemma":[0.99764067,0.0011321506,0.00026273154,0.00030086358,0.0006028267,0.00006076763],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014396287,0.00020307113,0.00057326147,0.000036360263,0.0023623987,0.00000832869,0.00017018625,0.000091934286,0.000047731886],"category_scores_gemma":[0.0009449912,0.0001314293,0.00016412794,0.00014528967,0.000552075,0.00006989772,0.00023543728,0.0002767187,0.0000065386957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053256776,0.000050049744,0.06391987,0.00012968827,0.0002923903,8.495822e-7,0.014043971,2.1674751e-7,0.0000068239783,0.8319225,0.08780862,0.0017717935],"study_design_scores_gemma":[0.0007302442,0.00016055434,0.09506331,0.0002420758,0.00013077537,1.610539e-7,0.087866,0.0000015217295,0.000056331482,0.7225393,0.0929886,0.000221135],"about_ca_topic_score_codex":0.00014105579,"about_ca_topic_score_gemma":0.00018721477,"teacher_disagreement_score":0.91005105,"about_ca_system_score_codex":0.0005200527,"about_ca_system_score_gemma":0.00021924131,"threshold_uncertainty_score":0.9989364},"labels":[],"label_agreement":null},{"id":"W2550995074","doi":"10.1111/spol.12271","title":"Workfare under Ontario Works: Making Sense of Jobless Work","year":2016,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Workfare; Resocialization; Internship; Argument (complex analysis); Normative; Work (physics); Welfare; Political science; Public administration; Public relations; Economics; Economic growth; Law; Engineering; Medicine","score_opus":0.09619677948518363,"score_gpt":0.4369275785816831,"score_spread":0.34073079909649945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550995074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951506,0.00006100469,0.00021541861,0.03098126,0.00019609949,0.00024056663,0.000013169868,0.000041514355,0.016744921],"genre_scores_gemma":[0.9910479,0.000033417087,0.000034158176,0.00064084237,0.0010878054,0.000021126485,0.0000048209304,0.000009881257,0.007120009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990825,0.00012356014,0.0002883669,0.00013311241,0.00011827331,0.0002541527],"domain_scores_gemma":[0.999477,0.00017040168,0.00017689589,0.00006979118,0.000066842,0.000039028706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017832188,0.00010075085,0.00017143557,0.000047398375,0.00072565867,0.00000929941,0.00003343391,0.00015304374,0.00011505123],"category_scores_gemma":[0.00006572228,0.0000728386,0.000042862135,0.00013956119,0.000111878115,0.00010614212,0.000044461616,0.00013187581,0.000010951332],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008089129,0.00013784501,0.40871578,0.00023681669,0.00019022859,0.000007606045,0.05246106,4.597683e-7,0.00047816586,0.45161313,0.012047987,0.07330201],"study_design_scores_gemma":[0.0011249488,0.00011160756,0.93838876,0.0011421753,0.00004411694,7.563171e-7,0.006484243,1.3619193e-7,0.00005920647,0.033180308,0.019220753,0.00024298846],"about_ca_topic_score_codex":0.0016216475,"about_ca_topic_score_gemma":0.028176177,"teacher_disagreement_score":0.529673,"about_ca_system_score_codex":0.00013304569,"about_ca_system_score_gemma":0.00040133527,"threshold_uncertainty_score":0.9895571},"labels":[],"label_agreement":null},{"id":"W2551017161","doi":"10.1136/jech-2016-207661","title":"Impact of the 2008 global financial crisis on the health of Canadians: repeated cross-sectional analysis of the Canadian Community Health Survey, 2007–2013","year":2016,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cross-sectional study; Community health; Global health; Environmental health; Public health; Gerontology; Nursing; Pathology","score_opus":0.2134009396891241,"score_gpt":0.5066245854648853,"score_spread":0.2932236457757612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551017161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8601082,0.0013447029,0.000035351306,0.13298419,0.0009205718,0.00068912504,0.003696996,0.0000068974673,0.00021396267],"genre_scores_gemma":[0.97912484,0.0019011687,0.0000341664,0.01869954,0.0001105755,0.000008840122,0.000041802476,0.000017287492,0.00006177589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9198214,0.07403122,0.0042412076,0.00018780578,0.0004652907,0.0012531173],"domain_scores_gemma":[0.96304816,0.02357249,0.008618788,0.0022770495,0.001730774,0.00075276836],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.065221936,0.00034105475,0.0024190538,0.00040938973,0.0076151723,0.0000044439157,0.0019766109,0.000359141,0.00022717928],"category_scores_gemma":[0.02576628,0.00015291077,0.0010646025,0.0017696834,0.0012261558,0.00009255531,0.000383953,0.0039767297,0.0000024752521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00019612316,0.00018133549,0.8205256,0.00008077646,0.00079834927,1.3981847e-7,0.0017532547,0.0001895354,4.9098486e-7,0.0008121906,0.17523861,0.00022359258],"study_design_scores_gemma":[0.0006620964,0.001357499,0.9935859,0.00047765078,0.000061803396,0.000005218397,0.0009805859,0.000008047804,3.0651114e-7,0.00143334,0.0013309323,0.00009661346],"about_ca_topic_score_codex":0.9971334,"about_ca_topic_score_gemma":0.99888104,"teacher_disagreement_score":0.17390768,"about_ca_system_score_codex":0.0060685035,"about_ca_system_score_gemma":0.022771733,"threshold_uncertainty_score":0.9983211},"labels":[],"label_agreement":null},{"id":"W2551751569","doi":"10.1177/0896920516675203","title":"Nurses’ Labor Conditions, Gender, and the Value of Care Work in Post-Neoliberal El Salvador","year":2016,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Austerity; Precarity; Care work; Devaluation; Neoliberalism (international relations); Health care; Government (linguistics); Political science; Work (physics); Value (mathematics); Economic growth; Nursing; Sociology; Medicine; Political economy; Economics; Gender studies; Politics","score_opus":0.0313108622862616,"score_gpt":0.42908490224425966,"score_spread":0.39777403995799804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551751569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93533397,0.0030553148,0.000015721369,0.05809874,0.00057464564,0.0003527286,0.0001075784,0.0000286272,0.002432705],"genre_scores_gemma":[0.99467146,0.00016681394,0.000041534713,0.0044362163,0.00018686497,0.00014443873,0.000008804367,0.000010540819,0.00033332902],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981658,0.00089946383,0.00031242555,0.00016788431,0.0000690188,0.00038543783],"domain_scores_gemma":[0.9946072,0.0049857264,0.000039213093,0.00012935614,0.00018523374,0.00005327087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027215926,0.000097356206,0.00031302945,0.000031004616,0.00034498025,0.0000012125696,0.00009143455,0.00021275085,0.00032297455],"category_scores_gemma":[0.0013667338,0.000050577437,0.00005049665,0.00005034337,0.002221695,0.000034353976,0.00010744799,0.0002679996,0.00004641076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019505815,0.00002502187,0.21685575,0.000086186614,0.000027961401,0.0000025970103,0.026528543,3.175328e-8,0.00008373749,0.75271577,0.0031535258,0.00032580493],"study_design_scores_gemma":[0.00243325,0.000088335495,0.7908092,0.00011748788,0.000041028834,6.450072e-7,0.02366492,4.2636782e-7,0.000008512678,0.18111385,0.0016274666,0.00009487108],"about_ca_topic_score_codex":0.000098620956,"about_ca_topic_score_gemma":0.000028555713,"teacher_disagreement_score":0.57395345,"about_ca_system_score_codex":0.000048054455,"about_ca_system_score_gemma":0.0000750146,"threshold_uncertainty_score":0.8185927},"labels":[],"label_agreement":null},{"id":"W2553787456","doi":"10.5860/choice.46-3274","title":"Critical to care: the invisible women in health services","year":2009,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Invisibility; Context (archaeology); Work (physics); Health policy; Care work; Public relations; Sociology; Nursing; Political science; Medicine; Law; History; Engineering","score_opus":0.07781190014823955,"score_gpt":0.4944166501760956,"score_spread":0.416604750027856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553787456","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23364803,0.25453955,0.000024822024,0.49812204,0.001014111,0.0059068524,0.00008885498,0.00019432475,0.0064614043],"genre_scores_gemma":[0.31785032,0.14624722,0.0019100332,0.5201221,0.0048782593,0.0017245128,0.00018584335,0.000086882144,0.006994808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972176,0.00067173387,0.0008393702,0.00026909733,0.00016649121,0.0008357145],"domain_scores_gemma":[0.9986473,0.0004751269,0.00012851304,0.00040841478,0.000107030806,0.00023364209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014362641,0.00017729393,0.00059842336,0.00007454162,0.0006012751,0.000010185929,0.00030568716,0.00006472712,0.00013838004],"category_scores_gemma":[0.00058518926,0.000105748564,0.000058600996,0.00049563014,0.000024570265,0.000095414645,0.000119225384,0.00046229968,0.00031541672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077294484,0.0008106188,0.2162078,0.018994398,0.00003133667,0.00000769287,0.15737282,0.0000064222254,0.00007922935,0.005565277,0.076913,0.5239341],"study_design_scores_gemma":[0.000234367,0.00015185597,0.12138703,0.0024164636,0.000004558287,1.6382941e-7,0.0048138606,0.0000027774124,3.8323782e-7,0.000381652,0.87050825,0.00009865478],"about_ca_topic_score_codex":0.0006255172,"about_ca_topic_score_gemma":0.0049955184,"teacher_disagreement_score":0.79359525,"about_ca_system_score_codex":0.00034068566,"about_ca_system_score_gemma":0.00012322783,"threshold_uncertainty_score":0.4624583},"labels":[],"label_agreement":null},{"id":"W2555235834","doi":"10.3138/cpp.2016-017","title":"Le « Right to request flexible working » : un outil favorable aux employés proches aidants ?","year":2016,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.08508597300860866,"score_gpt":0.3658826173414266,"score_spread":0.2807966443328179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555235834","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016894998,0.00353844,0.000138358,0.72878486,0.0020729962,0.0011781775,0.00044697625,0.0002654023,0.2466798],"genre_scores_gemma":[0.66575766,0.00042271527,0.00018284113,0.018992724,0.0034415019,0.00027946776,0.000021294058,0.0001315206,0.31077027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930135,0.00066729175,0.00088410283,0.00088504946,0.0003934293,0.0041566123],"domain_scores_gemma":[0.9939978,0.00039232144,0.00024766705,0.0009780129,0.0004975922,0.003886587],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011458904,0.00060002046,0.0007000213,0.0015390369,0.0037671386,0.00018822255,0.000915041,0.00067439623,0.0021372954],"category_scores_gemma":[0.0024653173,0.0005125905,0.00016929777,0.0019183625,0.0004525121,0.00074066647,0.0003850122,0.00067218253,0.004346335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000978069,0.00005519865,0.035349432,0.00010570746,0.00012684743,0.00003849382,0.0023822994,1.5006788e-7,0.00003293454,0.56511295,0.2917931,0.10499311],"study_design_scores_gemma":[0.00090615184,0.00010336108,0.016173366,0.0012596888,0.00003113907,0.0000078758885,0.0007149193,0.0000014130015,0.000115880764,0.02554509,0.95448095,0.0006601675],"about_ca_topic_score_codex":0.7074197,"about_ca_topic_score_gemma":0.8679147,"teacher_disagreement_score":0.70979214,"about_ca_system_score_codex":0.0036193104,"about_ca_system_score_gemma":0.033560563,"threshold_uncertainty_score":0.99973255},"labels":[],"label_agreement":null},{"id":"W2555296537","doi":"10.1007/s10926-016-9684-8","title":"Psychometric Properties of the Obstacles to Return-to-Work Questionnaire in a Brazilian context","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Health psychology; Context (archaeology); Psychology; Applied psychology; Rehabilitation; Work (physics); Psychometrics; Public health; Clinical psychology; Medicine; Nursing; Engineering; Geography","score_opus":0.06445641101191572,"score_gpt":0.4028266761405099,"score_spread":0.33837026512859414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555296537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555613,0.00029414103,0.00028716648,0.04250588,0.0006655841,0.00061165285,0.000006899172,0.000006146806,0.00006123653],"genre_scores_gemma":[0.9985227,0.000012058658,0.00043598644,0.0005373215,0.00014791227,0.000051504532,2.2835056e-7,0.000009342092,0.00028294625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978582,0.0003999093,0.0009495423,0.00011596855,0.0005098999,0.00016644278],"domain_scores_gemma":[0.9972892,0.00082970044,0.00048265635,0.00014984062,0.0011740014,0.00007462823],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012312138,0.000094954914,0.00023412108,0.00050168013,0.00017446112,0.0000041909007,0.00017682076,0.000065613945,0.000034124932],"category_scores_gemma":[0.010791551,0.000047319572,0.00010318971,0.0010378674,0.00007075468,0.00021120837,0.000049005812,0.00015982859,0.000021789569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009274283,0.00007698925,0.9707914,0.00007564117,0.000015830095,1.0711466e-7,0.009238726,0.000017506187,0.0022976175,0.0008651186,0.0039760945,0.011717515],"study_design_scores_gemma":[0.0006776207,0.00035153114,0.98931676,0.003553064,0.000007881298,4.001289e-7,0.0014535779,6.052654e-7,0.0001062123,0.001324164,0.0031454246,0.00006274232],"about_ca_topic_score_codex":0.000052315867,"about_ca_topic_score_gemma":0.00035571406,"teacher_disagreement_score":0.042961404,"about_ca_system_score_codex":0.0003321178,"about_ca_system_score_gemma":0.00025641598,"threshold_uncertainty_score":0.99754095},"labels":[],"label_agreement":null},{"id":"W2556749766","doi":"10.3917/ds.404.0477","title":"L’économie morale de l’enfermement au Canada","year":2016,"lang":"fr","type":"article","venue":"Déviance et Société","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05759369106801086,"score_gpt":0.39915886264390793,"score_spread":0.34156517157589705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556749766","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21237847,0.004429108,0.00038829065,0.63522285,0.010391604,0.00077744276,0.0004626484,0.00008993366,0.13585965],"genre_scores_gemma":[0.721928,0.0023922606,0.00016613174,0.015324461,0.0018018145,0.00016985885,0.000010040646,0.000048990612,0.25815848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969123,0.0005366375,0.000534547,0.00040652318,0.00024372249,0.0013662508],"domain_scores_gemma":[0.99789387,0.0010260607,0.00025656066,0.00039890458,0.00012787542,0.0002967413],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007204897,0.0003104735,0.00043438672,0.000028767949,0.00080189895,0.000011494601,0.00026582126,0.0002603406,0.0048347972],"category_scores_gemma":[0.00029204268,0.0002490456,0.000115384464,0.000100732505,0.00027056603,0.00022364617,0.00024390529,0.0004164384,0.00055741315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000031495358,0.00008261717,0.20437479,0.00028226167,0.00018053559,0.000026353033,0.004794829,0.0000034149548,0.000067887595,0.07466893,0.64299995,0.072486944],"study_design_scores_gemma":[0.0014291,0.000059013524,0.12162097,0.0008617075,0.000056554756,0.0000010287555,0.0040550292,0.0000063094612,0.00013070255,0.006038205,0.86536443,0.00037693258],"about_ca_topic_score_codex":0.68855447,"about_ca_topic_score_gemma":0.92679226,"teacher_disagreement_score":0.6198984,"about_ca_system_score_codex":0.004815693,"about_ca_system_score_gemma":0.0057255295,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W2557118674","doi":"10.32920/ryerson.14639814","title":"Towards a Sanctuary Province: Policies, Programs, and Services for IllegalizedImmigrants’ Equitable Employment, Social Participation, and Economic Development","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Government of Ontario","keywords":"Immigration; Economic growth; Scale (ratio); Service (business); Political science; Immigration policy; Business; Economics; Geography; Economy; Law","score_opus":0.086565424530881,"score_gpt":0.4138231890361017,"score_spread":0.3272577645052207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557118674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775012,0.0031792521,0.00023920607,0.007859982,0.00086950796,0.0047537596,0.00011468601,0.0002598988,0.005222518],"genre_scores_gemma":[0.9624493,0.0015977096,0.005088197,0.0024519344,0.0013654337,0.011625114,0.0016293561,0.00014022825,0.013652733],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969935,0.00016534251,0.0009302348,0.0007521341,0.00019566125,0.0009631393],"domain_scores_gemma":[0.99887526,0.000114738505,0.0004096527,0.00022312893,0.00022041363,0.00015677809],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006659207,0.00046267666,0.0008118981,0.00010290276,0.002049722,0.00014817354,0.000178005,0.00042632688,0.00014568349],"category_scores_gemma":[0.000021521413,0.00040043614,0.00008802745,0.000050114544,0.000118431744,0.00017012648,0.0021765488,0.0003929618,0.0000072608473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039686137,0.00040864135,0.69273585,0.017268991,0.001946656,0.00000519492,0.16374037,0.0000043613927,0.000029402188,0.012820762,0.038534883,0.07210802],"study_design_scores_gemma":[0.0042246524,0.00022617167,0.4137899,0.0016994474,0.0005016868,0.0000011303672,0.037696432,0.00018708211,0.000104403654,0.002917913,0.537091,0.0015601831],"about_ca_topic_score_codex":0.010605733,"about_ca_topic_score_gemma":0.05111996,"teacher_disagreement_score":0.4985561,"about_ca_system_score_codex":0.00031086933,"about_ca_system_score_gemma":0.0015235533,"threshold_uncertainty_score":0.99984473},"labels":[],"label_agreement":null},{"id":"W2557266265","doi":"10.1177/0961463x16678252","title":"Enforced leisure: Time use and its well-being implications","year":2016,"lang":"en","type":"article","venue":"Time & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Underemployment; Unemployment; Happiness; Life satisfaction; Well-being; Context (archaeology); Respondent; Psychology; Subjective well-being; Social psychology; Economics; Economic growth; Political science","score_opus":0.04172076275645003,"score_gpt":0.35509466917990673,"score_spread":0.3133739064234567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557266265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93062747,0.00036992168,0.000102561855,0.02866784,0.00012741952,0.0009759893,0.00005809214,0.0004735299,0.03859717],"genre_scores_gemma":[0.7333056,0.0007959212,0.00018371387,0.0015740606,0.00032747907,0.00014999109,0.000021922353,0.000044773606,0.2635966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988813,0.00009325157,0.00026043426,0.00024111877,0.00011273001,0.00041118643],"domain_scores_gemma":[0.9987958,0.0006417856,0.00010246194,0.00022245117,0.00013603868,0.000101448924],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030220975,0.00014308463,0.00022240814,0.000013506823,0.0010987975,0.000011055988,0.00009893691,0.00014136359,0.002195139],"category_scores_gemma":[0.00007840762,0.000095271986,0.00010251953,0.000101572215,0.00006493226,0.00024867913,0.00019007437,0.0001598639,0.0050504697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018257055,0.000042282318,0.17415065,0.00010443922,0.00024318475,5.659996e-7,0.012801406,2.017227e-7,0.047552373,0.013440383,0.7495121,0.0021342016],"study_design_scores_gemma":[0.0026538863,0.00009882358,0.39462885,0.0004641544,0.00017613098,0.00000204765,0.0006545149,0.00018610622,0.00066543365,0.003726759,0.59603983,0.00070344843],"about_ca_topic_score_codex":0.000042040378,"about_ca_topic_score_gemma":0.000004835726,"teacher_disagreement_score":0.22499943,"about_ca_system_score_codex":0.000083846084,"about_ca_system_score_gemma":0.000054429107,"threshold_uncertainty_score":0.998717},"labels":[],"label_agreement":null},{"id":"W2559167183","doi":"","title":"Les jeunes Québécois qui font appel aux agences de placement : comment perçoivent-ils leurs conditions de travail et quels avantages en retirent-ils?","year":2016,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.11087428871327469,"score_gpt":0.4443254538571443,"score_spread":0.3334511651438696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559167183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8560921,0.0029275282,0.00006634003,0.088296376,0.001585408,0.004067707,0.0015749895,0.00015109299,0.045238465],"genre_scores_gemma":[0.7915269,0.18209265,0.00031749567,0.0017853704,0.00075127924,0.003173051,0.00033532732,0.000169654,0.019848244],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98423636,0.007230556,0.0021212723,0.0017155376,0.00070284493,0.0039934115],"domain_scores_gemma":[0.99064934,0.0058900113,0.00077591947,0.0013510062,0.00037748288,0.0009562344],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01040487,0.0010123719,0.0014829789,0.00068260805,0.0024499015,0.00018912465,0.0014646135,0.0012628494,0.0018528849],"category_scores_gemma":[0.0014223425,0.00095204305,0.0005374922,0.00015858536,0.001598512,0.00031017003,0.0023855646,0.003964006,0.00016385996],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000711846,0.0017126476,0.6654399,0.0028986258,0.001726179,0.00016710641,0.15112846,0.0012902844,0.0008187991,0.0413504,0.021981377,0.110774346],"study_design_scores_gemma":[0.0035088984,0.00094295596,0.2644449,0.007523482,0.0001932633,0.00001832074,0.43064168,0.00054461515,0.00036113508,0.009730381,0.28021497,0.0018754131],"about_ca_topic_score_codex":0.044487007,"about_ca_topic_score_gemma":0.17067012,"teacher_disagreement_score":0.40099502,"about_ca_system_score_codex":0.008789948,"about_ca_system_score_gemma":0.0051790737,"threshold_uncertainty_score":0.999293},"labels":[],"label_agreement":null},{"id":"W2560517174","doi":"10.14417/ap.1122","title":"Coping as a moderator of the influence of economic stressors on psychological health","year":2016,"lang":"en","type":"article","venue":"Análise Psicológica","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stressor; Moderation; Coping (psychology); Anxiety; Mental health; Structural equation modeling; Psychology; Psychological health; Clinical psychology; Psychiatry; Social psychology","score_opus":0.06533715416020508,"score_gpt":0.4320412045113574,"score_spread":0.36670405035115233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560517174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718612,0.00008668112,0.0000030282743,0.0205177,0.00022252453,0.0005916774,0.00005472921,0.000028069979,0.0066343956],"genre_scores_gemma":[0.99571025,0.00024459008,0.000016889555,0.0031638315,0.00007033483,0.00007533398,6.384461e-7,0.000010252542,0.00070788414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847,0.0002966777,0.00053156517,0.00023496893,0.00015149945,0.00031525362],"domain_scores_gemma":[0.99857855,0.00045862678,0.0004290501,0.00039513299,0.00006706268,0.00007158642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026825853,0.00012413492,0.00033247916,0.000042739113,0.00037691838,0.000001952349,0.0002540358,0.00009021188,0.00025364573],"category_scores_gemma":[0.00013312085,0.000061051906,0.000086802815,0.00007949619,0.00017338495,0.0000600236,0.00014135876,0.00016257599,0.00011385319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011618936,0.00075759005,0.6562836,0.00055596756,0.00020856947,0.000002747731,0.012053454,0.00025451704,0.0041317535,0.17793436,0.13701786,0.009637685],"study_design_scores_gemma":[0.002647778,0.001123086,0.9615736,0.0022788255,0.000019722145,6.3027323e-7,0.0006902617,0.000006261221,0.000987936,0.010813882,0.019601978,0.00025605355],"about_ca_topic_score_codex":0.00023107149,"about_ca_topic_score_gemma":0.000108059336,"teacher_disagreement_score":0.30528998,"about_ca_system_score_codex":0.000088416535,"about_ca_system_score_gemma":0.00013608157,"threshold_uncertainty_score":0.28989896},"labels":[],"label_agreement":null},{"id":"W2560923240","doi":"","title":"A self determination theory perspective of the work-life adjustment of professional immigrants","year":2016,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Immigration; Work (physics); Psychology; Sociology; Social psychology; Political science; Computer science; Engineering; Artificial intelligence; Law","score_opus":0.03003154503780778,"score_gpt":0.4311662078197764,"score_spread":0.4011346627819686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560923240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8927556,0.0043681758,0.000013235069,0.0038269563,0.0051102974,0.0030626971,0.00006009108,0.00007993025,0.090723],"genre_scores_gemma":[0.806147,0.00021814274,0.000045488538,0.00010924439,0.0002546945,0.0003226273,0.00003195324,0.00004097001,0.1928299],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978144,0.00070233434,0.00049221533,0.00024860704,0.0004691202,0.0002733249],"domain_scores_gemma":[0.9972223,0.0006386382,0.0010579227,0.0003278695,0.00070714956,0.000046089972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050818216,0.00023293264,0.00043444583,0.000108779044,0.000417556,0.0000010856885,0.00024898018,0.00031636353,0.00045926767],"category_scores_gemma":[0.00040826199,0.00012761008,0.00017835073,0.00019372911,0.000069698035,0.000041893105,0.0000945739,0.0004028549,0.000030012992],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025485693,0.00074469426,0.046165753,0.0046097836,0.0007980187,0.0000013718718,0.83698654,3.163902e-7,0.0018902092,0.07538481,0.023707958,0.0071619847],"study_design_scores_gemma":[0.0014866478,0.000117592484,0.7009088,0.006283156,0.00040367997,1.3120952e-7,0.27956322,0.000001328519,0.0017684108,0.0074639437,0.0016754693,0.00032764775],"about_ca_topic_score_codex":0.00024107807,"about_ca_topic_score_gemma":0.00038436346,"teacher_disagreement_score":0.654743,"about_ca_system_score_codex":0.00020079593,"about_ca_system_score_gemma":0.00056974427,"threshold_uncertainty_score":0.5203788},"labels":[],"label_agreement":null},{"id":"W2561391145","doi":"10.1177/0020731416681891","title":"Introduction to the “Evaluating the Impact of Structural Policies on Health Inequalities and Their Social Determinants and Fostering Change” (SOPHIE) Project","year":2016,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inequality; Health equity; Social determinants of health; Health policy; Acronym; Equity (law); Social inequality; Public economics; Political science; Health care; Economic growth; Economics","score_opus":0.22558940517849443,"score_gpt":0.5440620917286423,"score_spread":0.3184726865501478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561391145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80674714,0.001014253,0.000006753252,0.19117028,0.00063128205,0.00036598986,0.000049303468,0.000005410049,0.0000095656815],"genre_scores_gemma":[0.9926432,0.00090657984,0.000019310535,0.0031337114,0.0032469262,0.00001853069,0.0000012398258,0.000009649195,0.000020878744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980162,0.0006049815,0.0007127992,0.00010664434,0.00031126413,0.00024815463],"domain_scores_gemma":[0.9979081,0.00046941589,0.0011332358,0.00007649383,0.00036761077,0.000045099714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019412983,0.00012414741,0.00029020995,0.00015496586,0.00076817576,0.000021061878,0.00022170378,0.000029760942,0.000010568291],"category_scores_gemma":[0.00006644939,0.000047453952,0.00005310892,0.00007194979,0.000058255977,0.00020334245,0.00022571742,0.00016251071,7.790337e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094451953,0.000028499026,0.2016252,0.000595014,0.00028643126,6.454552e-7,0.3815316,0.00000584173,0.0003723874,0.00084295776,0.0028647922,0.4109021],"study_design_scores_gemma":[0.0008552557,0.0020316972,0.954494,0.0016579886,0.0000075073167,0.000029343537,0.037352934,0.00004924397,0.000032199245,0.001954313,0.0014441991,0.00009131915],"about_ca_topic_score_codex":0.0058185263,"about_ca_topic_score_gemma":0.0014374455,"teacher_disagreement_score":0.75286883,"about_ca_system_score_codex":0.0001762073,"about_ca_system_score_gemma":0.00019366844,"threshold_uncertainty_score":0.879591},"labels":[],"label_agreement":null},{"id":"W2561597369","doi":"10.7202/1037661ar","title":"The Invisibilization and Denial of Work in Argentinian Garment Homework","year":2016,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Denial; Invisibility; Work (physics); Workforce; Construct (python library); Sociology; Precarious work; Power (physics); Social psychology; Psychology; Political science; Law; Computer science; Engineering","score_opus":0.04865456746381386,"score_gpt":0.353183133317341,"score_spread":0.30452856585352717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561597369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795466,0.00064369646,0.00022719147,0.01602259,0.0002514545,0.00043292195,0.000005514366,0.000019929095,0.002850105],"genre_scores_gemma":[0.9926942,0.0007202639,0.00004704084,0.000031338324,0.00008500303,0.000051350456,0.000002435638,0.000007535918,0.00636084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903464,0.00018135266,0.00037759534,0.00011276403,0.00010831061,0.00018531331],"domain_scores_gemma":[0.99854696,0.0010835909,0.00013975469,0.00014101766,0.000058771107,0.0000299341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040058204,0.00006789,0.00010195193,0.00007133285,0.0005858076,0.0000035513035,0.000060670747,0.00015496022,0.00009813648],"category_scores_gemma":[0.00043092642,0.00003727238,0.000017696406,0.00032743393,0.000109670356,0.000054028667,0.00007862788,0.00019490634,0.000026497713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026653062,0.000015570075,0.96732426,0.0000017405107,0.0000134236025,1.8066713e-7,0.0018348063,0.0000028608285,0.00001687816,0.007899418,0.0072950986,0.015569084],"study_design_scores_gemma":[0.0008057968,0.000028945155,0.8763122,0.0004731828,0.000015290781,1.0061901e-7,0.002781308,0.0000040690866,0.000039498096,0.002727944,0.116725855,0.000085809574],"about_ca_topic_score_codex":0.0000231374,"about_ca_topic_score_gemma":0.00014889835,"teacher_disagreement_score":0.10943075,"about_ca_system_score_codex":0.0000490106,"about_ca_system_score_gemma":0.000072836025,"threshold_uncertainty_score":0.45056176},"labels":[],"label_agreement":null},{"id":"W2561690941","doi":"10.1007/978-94-024-0878-2_31","title":"Can Living Wage Be a Win-Win Policy? A Study of Living Wage Effects on Employer and Employee Performance in Hamilton, Canada","year":2016,"lang":"en","type":"book-chapter","venue":"International handbooks of quality-of-life","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Living wage; Wage; Workforce; Labour economics; Compensating differential; Business; Turnover; Minimum wage; Demographic economics; Efficiency wage; Economics; Wage share; Economic growth; Management","score_opus":0.08303063228461913,"score_gpt":0.39238833802567014,"score_spread":0.30935770574105104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561690941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95750904,0.0004362227,0.0000060652146,0.0011120513,0.00066457776,0.0012558306,0.00062940974,0.000023559658,0.038363222],"genre_scores_gemma":[0.96559155,0.00036816712,0.000013846159,0.0007056189,0.00034086272,0.00008551849,0.000011127449,0.00007610514,0.032807216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99514824,0.00046777094,0.0022523957,0.00049897685,0.0012052383,0.00042738926],"domain_scores_gemma":[0.989747,0.0072549246,0.0017934035,0.00047286728,0.0005669205,0.00016488078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013877385,0.0004986967,0.0014961053,0.0006889411,0.00019341276,0.000005605537,0.00050381076,0.0002790074,0.000118526004],"category_scores_gemma":[0.002201634,0.0004222296,0.00015013469,0.00006127358,0.00021096,0.00009654352,0.00052689743,0.00060822355,0.0000017762396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045727188,0.00025767527,0.94342154,0.0027606625,0.0011437363,0.000008383479,0.028904362,0.000005920101,0.00018187989,0.020194609,0.0013013977,0.0013625623],"study_design_scores_gemma":[0.003222912,0.0014773636,0.934714,0.051751222,0.00013684893,7.195446e-7,0.0028298271,0.000007215046,0.00021455425,0.000945626,0.0037765345,0.0009231316],"about_ca_topic_score_codex":0.24793206,"about_ca_topic_score_gemma":0.5251286,"teacher_disagreement_score":0.2771966,"about_ca_system_score_codex":0.00040634925,"about_ca_system_score_gemma":0.0013566059,"threshold_uncertainty_score":0.999823},"labels":[],"label_agreement":null},{"id":"W2563671036","doi":"10.1016/j.puhe.2016.11.016","title":"Financial unhealthiness predicts worse health outcomes: evidence from a sample of working Canadians","year":2016,"lang":"en","type":"article","venue":"Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Sample (material); Medicine; Finance; Environmental health; Business","score_opus":0.2556140840288272,"score_gpt":0.4340122223795182,"score_spread":0.17839813835069102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563671036","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27897897,0.002948075,0.007351758,0.7039067,0.0028458317,0.0020939205,0.001115599,0.00030551813,0.00045358343],"genre_scores_gemma":[0.96473795,0.00224124,0.0009314669,0.029824728,0.00077029143,0.0003103639,0.000051510782,0.000055322198,0.00107715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99351865,0.0014655683,0.0017168573,0.0005976066,0.00063966407,0.002061631],"domain_scores_gemma":[0.9920744,0.004733991,0.0011345953,0.00069808296,0.0003168873,0.0010420715],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041360445,0.00031996323,0.00107837,0.0002989725,0.0015678328,0.000012863042,0.00047373812,0.00019651152,0.0004381633],"category_scores_gemma":[0.0064425166,0.00021674577,0.000116160736,0.00064439804,0.00014750377,0.000337754,0.0002209721,0.000507699,0.000070858165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028028373,0.000066216475,0.8804773,0.00038379084,0.000033598637,0.0000013161261,0.016150076,2.1730757e-7,0.0000014917306,0.0035194,0.033231925,0.066106655],"study_design_scores_gemma":[0.001226025,0.00023067686,0.8496695,0.0029171915,0.000006177919,2.6490918e-7,0.0014945655,0.0000057108055,4.6017348e-7,0.00219952,0.14202611,0.00022380019],"about_ca_topic_score_codex":0.4031108,"about_ca_topic_score_gemma":0.36324048,"teacher_disagreement_score":0.68575895,"about_ca_system_score_codex":0.0015263743,"about_ca_system_score_gemma":0.012835333,"threshold_uncertainty_score":0.999732},"labels":[],"label_agreement":null},{"id":"W2564538432","doi":"","title":"Declines and Regains in Income Status and Health Status Among Mid- and Later-life Canadians","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Socioeconomic status; Medicine; Psychology; Demographic economics; Environmental health; Economics","score_opus":0.04297325196297618,"score_gpt":0.3723136996622524,"score_spread":0.32934044769927623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564538432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753258,0.010603196,6.738576e-7,0.0028583067,0.00024095997,0.00057908555,0.00011784301,0.000029235582,0.010244863],"genre_scores_gemma":[0.962445,0.017962834,0.0001029356,0.00009760964,0.00004198388,0.0000018033554,0.00021941955,0.000023757904,0.019104613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855405,0.00018910441,0.00020945273,0.000329221,0.00016883445,0.0005493535],"domain_scores_gemma":[0.99869055,0.000101321886,0.0003588873,0.0001548856,0.00014718504,0.0005471955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032850663,0.00022114116,0.0006011341,0.00012588996,0.00055264623,0.000006936028,0.00007692089,0.00026957647,0.00029454756],"category_scores_gemma":[0.00005610398,0.0002554872,0.000024838891,0.000059469516,0.00012708319,0.0002658693,0.000113205024,0.0002957067,0.0000012579561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000143941,0.000014561471,0.8472083,0.0008356466,0.00006324287,0.0000073081374,0.14429493,2.951354e-7,0.0000019809647,0.00011835161,0.002605641,0.004705762],"study_design_scores_gemma":[0.0011481623,0.000098804216,0.79860663,0.00043756474,0.00003540622,8.923388e-8,0.19644627,0.000008871017,8.54931e-8,0.000049462236,0.0030016615,0.00016698346],"about_ca_topic_score_codex":0.9565138,"about_ca_topic_score_gemma":0.9975994,"teacher_disagreement_score":0.05215135,"about_ca_system_score_codex":0.00061502215,"about_ca_system_score_gemma":0.00080402853,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W2564968437","doi":"","title":"Racial Status and Mental Health among Canadian Adults","year":2013,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Gerontology; Clinical psychology; Medicine; Psychiatry","score_opus":0.02670812491343275,"score_gpt":0.34526496136534357,"score_spread":0.3185568364519108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564968437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97377396,0.002082445,2.3496384e-7,0.00051275163,0.0011010517,0.00090305775,0.000026023834,0.00004248653,0.021557987],"genre_scores_gemma":[0.85940504,0.0033834807,0.000021103391,0.000011217119,0.00037165458,0.0000054918096,0.0004926791,0.000031253665,0.13627811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678177,0.0009962195,0.00025587785,0.00046209115,0.0005735126,0.0009305372],"domain_scores_gemma":[0.99784696,0.0002863046,0.00030325423,0.00016826869,0.00061967847,0.00077554],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007561682,0.00020682771,0.00044870935,0.00047324406,0.0070680776,0.000034723307,0.00016870878,0.0003994108,0.0002745996],"category_scores_gemma":[0.00012698825,0.00023959907,0.00005215564,0.00021689937,0.00027379268,0.00020887979,0.00013487371,0.0021400708,0.000034426837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000555876,0.000040602572,0.7817361,0.0015654156,0.0001897056,0.000025845697,0.18159898,3.4611335e-7,0.0000981223,0.00020053494,0.029988302,0.004000207],"study_design_scores_gemma":[0.0009573395,0.0007157721,0.6616442,0.0010148127,0.000014331252,5.1119446e-7,0.17408143,0.00002911886,0.000002743836,0.00003440664,0.16128962,0.00021571196],"about_ca_topic_score_codex":0.66304547,"about_ca_topic_score_gemma":0.6084824,"teacher_disagreement_score":0.13130131,"about_ca_system_score_codex":0.0005218369,"about_ca_system_score_gemma":0.0012787683,"threshold_uncertainty_score":0.9942246},"labels":[],"label_agreement":null},{"id":"W2568720448","doi":"10.1007/s10903-016-0538-4","title":"The Social and Spatial Patterning of Life Stress Among Immigrants in Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Socioeconomic status; Logistic regression; Public health; Multilevel model; Coping (psychology); Gerontology; Demography; Affect (linguistics); Mental health; Medicine; Psychology; Environmental health; Geography; Clinical psychology; Sociology; Psychiatry","score_opus":0.04177492123245714,"score_gpt":0.3692379630570161,"score_spread":0.327463041824559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568720448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98429734,0.0025543296,0.0000067727005,0.012313521,0.0005268523,0.0001888099,0.000031016094,0.000001394756,0.00007994549],"genre_scores_gemma":[0.9965914,0.0027353414,0.0000051481175,0.00024064648,0.00035216706,0.0000029295309,7.3898565e-7,0.0000054177485,0.00006620265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824244,0.00025066265,0.0008019672,0.00009190429,0.00026031618,0.00035273973],"domain_scores_gemma":[0.99792135,0.0002886883,0.0014078792,0.00010460278,0.00012802694,0.00014946048],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011293025,0.00010843138,0.0004711446,0.000048420363,0.0023202023,0.000016304293,0.00016520896,0.000052303814,0.000004542614],"category_scores_gemma":[0.00019514424,0.000070282396,0.00004034635,0.000024532479,0.00013578922,0.000106713196,0.00010282549,0.00050460815,1.1563342e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011932515,0.0000141987175,0.9712843,0.0002562919,0.000032552714,0.000006908606,0.0069542034,9.678977e-8,0.000004382111,0.000030483952,0.0014411673,0.019856106],"study_design_scores_gemma":[0.0012605352,0.00008135921,0.982575,0.00033549409,0.000012372977,0.0000011453692,0.015051176,0.000012200372,0.0000031861528,0.000039304163,0.00056710315,0.00006111844],"about_ca_topic_score_codex":0.99010146,"about_ca_topic_score_gemma":0.9982921,"teacher_disagreement_score":0.019794988,"about_ca_system_score_codex":0.000117761854,"about_ca_system_score_gemma":0.0012603768,"threshold_uncertainty_score":0.9989786},"labels":[],"label_agreement":null},{"id":"W2569900316","doi":"10.12968/jpar.2017.9.1.6","title":"Equipping paramedics to look after their mental health and wellbeing","year":2017,"lang":"en","type":"article","venue":"Journal of Paramedic Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Research Canada","funders":"","keywords":"Emergency Care Practitioner; Combat Medical Technician; Major trauma; Ambulance service; Mental health; Continuing professional development; Mental healthcare; Mental health care; Psychology; Health care; Medical emergency; Nursing; Medicine; Psychiatry; Medical education; Professional development; Political science","score_opus":0.06652270562099209,"score_gpt":0.4698530651451967,"score_spread":0.4033303595242046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569900316","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45391548,0.009394056,0.0012141425,0.52103585,0.005041411,0.0007744214,0.000012372163,0.000029342746,0.00858291],"genre_scores_gemma":[0.9511434,0.0072718533,0.0028755544,0.035505246,0.0019318839,0.000027869813,0.0000015364277,0.000031650536,0.001211018],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754095,0.00045636078,0.00082412444,0.00017193904,0.00049587974,0.0005107307],"domain_scores_gemma":[0.9956935,0.001294379,0.0018721427,0.00032334117,0.00025487278,0.0005617827],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029622458,0.00017164223,0.00046516565,0.000108863016,0.0018837044,0.00006051039,0.00029948752,0.00010189421,0.00007398734],"category_scores_gemma":[0.005833115,0.00012236336,0.00006835117,0.000049652663,0.00015787869,0.00085415784,0.00036938535,0.0010331417,0.00004880051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003212858,0.0004256977,0.27394438,0.00065487775,0.0010285286,0.00046424873,0.18594968,0.0000025269262,0.00016735926,0.001321985,0.40925276,0.12357511],"study_design_scores_gemma":[0.0016904373,0.0007653316,0.03424997,0.0018704982,0.00006848837,0.00015285409,0.041237712,0.00002206679,0.0000051193865,0.00066918833,0.9190842,0.00018415773],"about_ca_topic_score_codex":0.00016553956,"about_ca_topic_score_gemma":0.00004514285,"teacher_disagreement_score":0.5098314,"about_ca_system_score_codex":0.000175526,"about_ca_system_score_gemma":0.0005383599,"threshold_uncertainty_score":0.9994157},"labels":[],"label_agreement":null},{"id":"W2570124460","doi":"10.1177/0886109916686572","title":"Introduction to Series on the Geography of Care for the on-the-bias column","year":2017,"lang":"en","type":"article","venue":"Affilia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Series (stratigraphy); Column (typography); Geography; Computer science; Geology; Telecommunications","score_opus":0.07328034798324584,"score_gpt":0.38946912538577255,"score_spread":0.3161887774025267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570124460","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49026346,0.00015579484,0.0000067034694,0.4959245,0.0020946788,0.0021740457,0.000072787334,0.00003399714,0.00927403],"genre_scores_gemma":[0.9900474,0.00007624891,0.000015694399,0.0018233564,0.0013659896,0.000688853,0.000005192898,0.000013712317,0.00596357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992229,0.0001163171,0.00016013562,0.00014672005,0.00014323226,0.00021073877],"domain_scores_gemma":[0.99799424,0.00088691106,0.00015355693,0.000752161,0.00019261875,0.000020536072],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046507907,0.000092033384,0.00013149258,0.000022317883,0.004444774,0.000017188868,0.00033036197,0.00004439156,0.00017541164],"category_scores_gemma":[0.0007617897,0.000040890085,0.000084425956,0.000052884767,0.00016570462,0.00003878758,0.00011860623,0.00017265868,0.00009255716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027708602,0.000022443792,0.045001853,0.00007576925,0.000093210765,1.1763247e-7,0.008577289,0.000005068812,0.000037805403,0.04916605,0.8947562,0.0019870906],"study_design_scores_gemma":[0.00019282856,0.00040817127,0.21841238,0.00009201596,0.000037360125,5.825969e-8,0.015060776,0.0000014611717,0.0005210009,0.0010598454,0.764141,0.00007309216],"about_ca_topic_score_codex":0.0002549892,"about_ca_topic_score_gemma":0.0015370449,"teacher_disagreement_score":0.4997839,"about_ca_system_score_codex":0.000018625009,"about_ca_system_score_gemma":0.000023857698,"threshold_uncertainty_score":0.9968513},"labels":[],"label_agreement":null},{"id":"W2571143175","doi":"10.1017/cbo9780511763151.013","title":"Risk, resilience, and life-course fit:","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity Western University","funders":"","keywords":"Resilience (materials science); Life course approach; Course (navigation); Psychology; Engineering; Developmental psychology; Physics","score_opus":0.03963839409228944,"score_gpt":0.2992570439996251,"score_spread":0.2596186499073357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571143175","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003291544,0.0005541116,0.000020826103,0.00018400888,0.00073546247,0.0008481738,0.0005251076,0.00019832481,0.99364245],"genre_scores_gemma":[0.0032629243,0.0011097776,0.000049465463,0.00023563424,0.00044336575,0.0000030780652,0.000023516302,0.000055381457,0.99481684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982616,0.00013187491,0.00028600756,0.0005767119,0.00026410274,0.00047971707],"domain_scores_gemma":[0.9980519,0.00035423337,0.00045460853,0.00057315594,0.00023543053,0.00033067947],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00026132603,0.00041261196,0.00053828734,0.00014368694,0.0019319087,0.000013242923,0.00036357925,0.00082231144,0.000042034557],"category_scores_gemma":[0.00006631261,0.00042447998,0.00013744338,0.000007752407,0.0005670536,0.000079195546,0.00083578005,0.0022212698,0.00007211942],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016333867,0.000013331337,0.00239108,0.00024422607,0.00031905013,0.00011405552,0.0006520203,1.4376249e-7,0.0000122218125,0.7675628,0.22734462,0.0011830893],"study_design_scores_gemma":[0.00077361695,0.0000510029,0.004257938,0.0002664254,0.00052498665,0.000001228317,0.000293713,0.0000030294138,0.0000066781868,0.000045537625,0.99334556,0.00043027446],"about_ca_topic_score_codex":0.0007577243,"about_ca_topic_score_gemma":0.00010940277,"teacher_disagreement_score":0.76751727,"about_ca_system_score_codex":0.000068433714,"about_ca_system_score_gemma":0.00024867753,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W2572795991","doi":"10.7202/1038528ar","title":"Analyzing Exclusion in Global Worker Health Policy","year":2017,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Framing (construction); Social exclusion; Sociology; Craft; Human rights; Normative; Meaning (existential); Political science; Public relations; Law and economics; Public administration; Law; Epistemology; Engineering","score_opus":0.09140745956816665,"score_gpt":0.45160497946039324,"score_spread":0.3601975198922266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572795991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53990257,0.0013704846,0.00042576107,0.2666162,0.000685028,0.00088330713,0.00004377001,0.00013772603,0.18993513],"genre_scores_gemma":[0.9872107,0.00035675013,0.000114659124,0.0003645834,0.00044065734,0.000037119167,0.00001644326,0.00001109173,0.011448004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985162,0.00021570176,0.000460567,0.00020845533,0.00014023978,0.000458851],"domain_scores_gemma":[0.9988858,0.00015877276,0.0003497884,0.000447136,0.000060190487,0.00009832994],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005438199,0.00012429977,0.00022454705,0.00014884156,0.004494752,0.00002349862,0.00021904927,0.0002566729,0.00018058521],"category_scores_gemma":[0.0007674183,0.000111722555,0.000044781053,0.00033487484,0.00008473077,0.00019856582,0.00032860637,0.00060425256,0.00021404079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007832936,0.000024591329,0.9289542,0.0000026683774,0.000013704528,0.0000016478962,0.0010763326,0.000027166723,5.4277e-7,0.018757395,0.021603052,0.02953086],"study_design_scores_gemma":[0.00059388194,0.0000180456,0.8792735,0.00033113427,0.0000058508144,2.9223972e-7,0.0016103876,0.000045896668,4.6853916e-7,0.0032272537,0.11479004,0.00010330554],"about_ca_topic_score_codex":0.00912091,"about_ca_topic_score_gemma":0.003935381,"teacher_disagreement_score":0.4473081,"about_ca_system_score_codex":0.00057334255,"about_ca_system_score_gemma":0.00071943266,"threshold_uncertainty_score":0.9974774},"labels":[],"label_agreement":null},{"id":"W2574529808","doi":"10.1177/0160449x15605814h","title":"Book Review: <i>The Death and Life of American Labor</i> , by Stanley Aronowitz","year":2015,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Sociology; Gerontology; History; Medicine","score_opus":0.05893828746100016,"score_gpt":0.4165963145466106,"score_spread":0.35765802708561045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574529808","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025988137,0.8425652,0.000007552035,0.1291176,0.0005469406,0.00036021337,0.00006760313,0.000024617984,0.0013221544],"genre_scores_gemma":[0.0070936945,0.8774692,0.00007011895,0.107859366,0.0005378325,0.000063540225,0.000002578311,0.000026561836,0.006877124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774504,0.00054584735,0.0007064698,0.00016488903,0.00039471895,0.0004430406],"domain_scores_gemma":[0.99745464,0.00045813993,0.00067120744,0.00020812445,0.0009683614,0.00023952426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012739154,0.00020332559,0.00070186704,0.00003681021,0.000998543,0.000008198707,0.00019009708,0.00003474453,0.0000591899],"category_scores_gemma":[0.001150262,0.000115817944,0.000057750392,0.00024334643,0.00035873536,0.0001191358,0.00026267223,0.00057350803,0.00001712682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039571438,0.000022172024,0.112356335,0.0002304439,0.0002975572,0.0000029993491,0.004295619,1.3878491e-7,0.000005691144,0.00020055259,0.88199586,0.00055305345],"study_design_scores_gemma":[0.0007041327,0.0002543576,0.011130684,0.00094301696,0.0001554644,0.0000033549934,0.015359151,2.9640637e-7,0.0000051438064,0.00020235471,0.9711144,0.00012764255],"about_ca_topic_score_codex":0.000099750425,"about_ca_topic_score_gemma":0.00006217345,"teacher_disagreement_score":0.101225644,"about_ca_system_score_codex":0.00009378921,"about_ca_system_score_gemma":0.00019160348,"threshold_uncertainty_score":0.76800865},"labels":[],"label_agreement":null},{"id":"W2574576272","doi":"10.3138/cpp.2016-068","title":"Are Quebecers More Stressed Out at Work than Others? An Investigation into the Differences between Quebec and the Rest of Canada in Level of Work Stress","year":2017,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Work (physics); Phenomenon; Productivity; Stress (linguistics); Variety (cybernetics); Mental health; Psychology; Rest (music); Demographic economics; Gerontology; Medicine; Social psychology; Psychiatry; Economic growth; Engineering; Economics; Computer science; Internal medicine","score_opus":0.16598228538010915,"score_gpt":0.3754149559795373,"score_spread":0.20943267059942813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574576272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82729304,0.00012783971,1.9860764e-7,0.17087935,0.000108342654,0.00041530936,0.0002836371,0.000005523467,0.0008867753],"genre_scores_gemma":[0.992934,0.000023736002,0.0000030246051,0.0010708107,0.00023871557,0.00006870677,0.000023564025,0.00001663662,0.005620795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981512,0.00046699712,0.00040050116,0.0002048635,0.00023404934,0.0005423841],"domain_scores_gemma":[0.99767154,0.0004699213,0.0006665134,0.0006617838,0.00013153705,0.00039870007],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005229751,0.00016893288,0.00036443287,0.00018827472,0.0015406872,0.000045669974,0.00068402925,0.00012560013,0.00002015405],"category_scores_gemma":[0.0011068542,0.00010288287,0.00003006901,0.00024074195,0.0011212903,0.00016897042,0.00016206276,0.00029248212,6.316645e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015137843,0.0000030406143,0.9565727,0.000047042322,0.000042953423,9.267465e-7,0.030822795,6.093304e-7,4.7737296e-7,0.004458642,0.0066110576,0.0014246155],"study_design_scores_gemma":[0.000536599,0.0000063078232,0.98085284,0.0003048899,0.000012800437,2.407142e-8,0.015696589,0.000001841687,0.0000041272565,0.00078120735,0.0017010655,0.00010171327],"about_ca_topic_score_codex":0.9996869,"about_ca_topic_score_gemma":0.9999955,"teacher_disagreement_score":0.16980854,"about_ca_system_score_codex":0.00089538447,"about_ca_system_score_gemma":0.0054283203,"threshold_uncertainty_score":0.9997592},"labels":[],"label_agreement":null},{"id":"W2577860152","doi":"10.1108/ijwhm-02-2016-0005","title":"Maintaining employment and improving health","year":2017,"lang":"en","type":"article","venue":"International Journal of Workplace Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Psychological intervention; Mental health; Feeling; Psychology; Originality; Retention Management; Job performance; Service (business); Population; Qualitative research; Employee retention; Nursing; Public relations; Job satisfaction; Applied psychology; Medicine; Business; Marketing; Social psychology; Political science; Psychiatry; Environmental health; Sociology","score_opus":0.05526554765748196,"score_gpt":0.45142491908737076,"score_spread":0.3961593714298888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577860152","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09360013,0.005429963,0.009911875,0.85108256,0.012558506,0.0018275926,0.000023011531,0.000086780296,0.025479548],"genre_scores_gemma":[0.9625724,0.0077776383,0.0042614685,0.015806789,0.0017035827,0.000040538645,0.000005235292,0.000038604805,0.0077937245],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972883,0.00023891566,0.0010940409,0.00020575148,0.00066152913,0.00051147776],"domain_scores_gemma":[0.99655664,0.00014015347,0.0024998784,0.00026864448,0.0002824544,0.00025225343],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030319341,0.00016581755,0.00038703377,0.0002483521,0.0019411682,0.00009279503,0.0006106712,0.00004361173,0.00008873215],"category_scores_gemma":[0.00012019022,0.0001412339,0.00007615948,0.000032726955,0.00007069104,0.00030018756,0.0007059598,0.00047945458,0.000018127874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048463306,0.0001549598,0.35127512,0.00049315125,0.0008445197,0.0001471466,0.0065738787,0.00003367684,0.0000024371946,0.040812623,0.087378845,0.51179904],"study_design_scores_gemma":[0.004864996,0.00063554564,0.51240814,0.0033738897,0.000036712205,0.000029470275,0.011650859,0.00008454377,0.0000016558861,0.0034754795,0.46316218,0.0002765005],"about_ca_topic_score_codex":0.00055205123,"about_ca_topic_score_gemma":0.0002567608,"teacher_disagreement_score":0.8689723,"about_ca_system_score_codex":0.00073633925,"about_ca_system_score_gemma":0.000245254,"threshold_uncertainty_score":0.9993582},"labels":[],"label_agreement":null},{"id":"W2580430147","doi":"10.22230/cjnser.2016v7n2a229","title":"Concilier travail et soins à un proche au Canada: quel soutien des acteurs communautaire ?","year":2017,"lang":"fr","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université TÉLUQ; Musée de la Civilisation","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.18058177727090854,"score_gpt":0.4359864393366329,"score_spread":0.2554046620657243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580430147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7649503,0.006690567,0.000003072473,0.14695932,0.0010940915,0.000604451,0.00018846747,0.0000038400763,0.07950592],"genre_scores_gemma":[0.9765486,0.000521012,0.00002610953,0.0009253828,0.0016308423,0.000025940479,0.000008480715,0.000045859688,0.020267786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99509746,0.0016424388,0.000813603,0.00026843202,0.00035174514,0.0018263285],"domain_scores_gemma":[0.9954923,0.0006343319,0.0005855788,0.00033452228,0.0014902254,0.0014630542],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0057180785,0.00029257784,0.0007340309,0.00025119632,0.015255856,0.0003305677,0.000910571,0.0004777866,0.0006149935],"category_scores_gemma":[0.0009186079,0.00029033865,0.0001539255,0.00010549393,0.0037295488,0.00067331246,0.00022597723,0.0030434774,0.000025788735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008180147,0.000032564218,0.7455648,0.0006561538,0.00045003908,0.0002860653,0.108755745,3.5790728e-7,0.0000026010919,0.024861554,0.073460065,0.045848243],"study_design_scores_gemma":[0.0013386507,0.00024289565,0.5614216,0.0004822386,0.000060893562,0.000021383483,0.083676256,0.0000047502845,0.0000065935665,0.005197269,0.3472581,0.00028940444],"about_ca_topic_score_codex":0.97760195,"about_ca_topic_score_gemma":0.99919355,"teacher_disagreement_score":0.27379802,"about_ca_system_score_codex":0.0029029183,"about_ca_system_score_gemma":0.06814666,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2580895602","doi":"10.1016/j.jhealeco.2017.01.006","title":"Employment effects of active labor market programs for sick-listed workers","year":2017,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Danmarks Frie Forskningsfond; Samfund og Erhverv, Det Frie Forskningsråd","keywords":"Labour economics; Business; Sick leave; Economics; Demographic economics","score_opus":0.07083348600432522,"score_gpt":0.4211319532208778,"score_spread":0.3502984672165526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580895602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94825345,0.0010315212,0.00012019423,0.04380125,0.003536409,0.0021658805,0.000041564803,0.000014617754,0.0010351081],"genre_scores_gemma":[0.9876902,0.0028362696,0.0019342608,0.0016305777,0.0012365942,0.00021080446,0.000008500803,0.00006995361,0.004382812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799615,0.00022254595,0.001047887,0.00014634497,0.00009295974,0.00049413595],"domain_scores_gemma":[0.9943066,0.00068694836,0.004170401,0.0003148649,0.00034617638,0.0001750148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015552426,0.00016419782,0.0007955317,0.00009736867,0.0011631767,0.000023241002,0.0003239396,0.0001121188,0.00001840224],"category_scores_gemma":[0.00035547308,0.0001347676,0.00019041337,0.000026735204,0.00009427708,0.00026818665,0.0001038221,0.00033363924,0.0000027488757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018148498,0.0003786736,0.60782737,0.003464024,0.0007736444,0.0000041408307,0.007023394,0.000004208114,0.000012580907,0.0010385956,0.09172237,0.28593615],"study_design_scores_gemma":[0.0056517567,0.0016881227,0.7766524,0.0015415224,0.00009009958,0.0000022212478,0.0037570545,0.000028822014,0.00009004234,0.0014352011,0.20885533,0.00020743953],"about_ca_topic_score_codex":0.00020428501,"about_ca_topic_score_gemma":0.00038908518,"teacher_disagreement_score":0.28572872,"about_ca_system_score_codex":0.00040661555,"about_ca_system_score_gemma":0.0007645348,"threshold_uncertainty_score":0.89463323},"labels":[],"label_agreement":null},{"id":"W2581177740","doi":"","title":"Clerical Workers: Acquiring the Skills to Meet Tacit Process Expectations Within a Context of Work Undervaluation and Job Fragility","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fragility; Tacit knowledge; Context (archaeology); Work (physics); Process (computing); Psychology; Knowledge management; Labour economics; Engineering; Computer science; Economics; Mechanical engineering; Geography","score_opus":0.058789883085351866,"score_gpt":0.4673668227152703,"score_spread":0.4085769396299184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581177740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848833,0.0004926848,0.00011055274,0.0055888365,0.00083488703,0.0017458099,0.000008586221,0.00007160288,0.0062637515],"genre_scores_gemma":[0.98637164,0.000019720988,0.00024598077,0.0003226874,0.00019225646,0.00071087957,0.00007182002,0.000040157272,0.012024835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99803096,0.00031634944,0.0005630086,0.00036428875,0.000411163,0.0003142099],"domain_scores_gemma":[0.9977662,0.0007935889,0.00050637784,0.00032543452,0.00050849654,0.00009988988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353758,0.00025934834,0.0004443264,0.00010128132,0.0009550491,0.000020725776,0.00019640588,0.00036524527,0.00013411764],"category_scores_gemma":[0.0008644002,0.0001869486,0.000066172,0.00043096204,0.00009767444,0.00008613138,0.00006555307,0.00061642134,0.000023361736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036987435,0.00008884219,0.14114107,0.0006261368,0.00016817282,6.4561897e-7,0.84535444,0.000014231723,0.00021086991,0.0016297876,0.007995092,0.002400839],"study_design_scores_gemma":[0.0005591147,0.000081411985,0.34381664,0.0014604535,0.00016680488,1.676995e-7,0.65072113,0.000013201282,0.00022988874,0.0018545499,0.0007961557,0.00030048707],"about_ca_topic_score_codex":0.00044587618,"about_ca_topic_score_gemma":0.011765262,"teacher_disagreement_score":0.20267557,"about_ca_system_score_codex":0.000068808535,"about_ca_system_score_gemma":0.00024796446,"threshold_uncertainty_score":0.76235425},"labels":[],"label_agreement":null},{"id":"W2584068915","doi":"10.15173/glj.v8i1.2716","title":"Historical Perspectives on Precarious Work: The Cases of Egypt and India under British Imperialism","year":2017,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Industrialisation; Work (physics); Colonialism; Variety (cybernetics); Development economics; Sociology; Political science; Political economy; Economy; Economics; Law; Engineering","score_opus":0.04434044969750797,"score_gpt":0.38140402387324024,"score_spread":0.3370635741757323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584068915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735699,0.008224468,0.0000058711885,0.0100488765,0.0018595514,0.0001834087,0.000048027614,0.000015570939,0.0060443236],"genre_scores_gemma":[0.9949183,0.0016531625,0.000029758341,0.0002932046,0.0009888905,0.0000075967687,3.4419028e-7,0.000008580882,0.0021001624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873596,0.00023825672,0.00029877067,0.00014918948,0.00024694853,0.00033090005],"domain_scores_gemma":[0.9988934,0.00016208108,0.00040580216,0.00021923041,0.00021154087,0.00010796938],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043998726,0.00011400315,0.00025344623,0.000019618554,0.0035035517,0.000099545636,0.00026018897,0.00010561249,0.00014462919],"category_scores_gemma":[0.00055858673,0.000080603655,0.00007291115,0.000051376715,0.00018222413,0.000107629545,0.00019584368,0.00047895595,0.000007212557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027150617,0.00010834618,0.86466837,0.00003127175,0.00020290265,0.00016459545,0.010100875,0.0000012757074,0.000009335878,0.036158945,0.078992076,0.009290511],"study_design_scores_gemma":[0.00073871517,0.0001233219,0.9531727,0.00018385387,0.000033177766,0.000107551976,0.004228458,7.178977e-8,7.78707e-7,0.0040118787,0.037309803,0.00008971623],"about_ca_topic_score_codex":0.0037693102,"about_ca_topic_score_gemma":0.00073061825,"teacher_disagreement_score":0.088504314,"about_ca_system_score_codex":0.00046821721,"about_ca_system_score_gemma":0.00013503095,"threshold_uncertainty_score":0.99779373},"labels":[],"label_agreement":null},{"id":"W2584585361","doi":"10.1093/pubmed/fdx006","title":"Reducing health inequities: is universal basic income the way forward?","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Public health; Health equity; Environmental health; Public economics; Business; Economics; Medicine; Nursing","score_opus":0.16308060339192085,"score_gpt":0.4516821678842718,"score_spread":0.28860156449235097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584585361","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16781102,0.0015900204,0.0005346413,0.817757,0.0029257562,0.000531676,0.00003093502,0.000035685902,0.008783275],"genre_scores_gemma":[0.9655072,0.0031518205,0.00021426332,0.021693418,0.002297626,0.000009911767,0.0000027634587,0.00003763634,0.007085325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952683,0.0012379127,0.0015184849,0.00018896865,0.0006457255,0.0011406278],"domain_scores_gemma":[0.9938902,0.00049697305,0.0037315846,0.00068675086,0.0005579927,0.0006364744],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012218163,0.00019793713,0.0007630377,0.00025010412,0.0073944773,0.00010256821,0.0009309404,0.000104112405,0.00044697506],"category_scores_gemma":[0.0010645491,0.000122021374,0.00018649625,0.00015402937,0.00019527294,0.00078386604,0.00039663794,0.0013258614,0.000055304048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047976795,0.00011943146,0.18493053,0.00070381863,0.0002636814,0.000012730629,0.07826523,0.0000016250722,0.000002614962,0.013242821,0.6647198,0.057689738],"study_design_scores_gemma":[0.0015706847,0.000706054,0.24329516,0.00079271256,0.000012613181,0.000016242573,0.027315611,0.000020448466,8.6039245e-7,0.0013727928,0.7247514,0.00014542583],"about_ca_topic_score_codex":0.0038597567,"about_ca_topic_score_gemma":0.00083851913,"teacher_disagreement_score":0.79769623,"about_ca_system_score_codex":0.0011487921,"about_ca_system_score_gemma":0.0054216045,"threshold_uncertainty_score":0.99389774},"labels":[],"label_agreement":null},{"id":"W2585204901","doi":"10.1111/roiw.12293","title":"Does Economic Insecurity Cause Weight Gain Among Canadian Labor Force Participants?","year":2017,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Economics; Population health; Body mass index; Demographic economics; Obesity; Index (typography); Population; Causality (physics); Demography; Recession; Consumer confidence index; Medicine; Environmental health; Health care; Economic growth; Macroeconomics","score_opus":0.047843795741723434,"score_gpt":0.4082215744225501,"score_spread":0.36037777868082665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585204901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419038,0.03236366,6.3243385e-7,0.018506566,0.00074934534,0.0010494408,0.00018270386,0.00003597231,0.0052078287],"genre_scores_gemma":[0.7302915,0.26688427,0.00001051697,0.0016239351,0.00017635498,0.0000768122,0.0000072558523,0.000016476764,0.0009129061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983106,0.00023233298,0.00061310094,0.0002140608,0.00008340473,0.00054649287],"domain_scores_gemma":[0.9983477,0.00013877076,0.00054196425,0.0005381734,0.00007401697,0.0003593708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011473002,0.0001534287,0.0006037071,0.00005726396,0.0012413362,0.000010883644,0.00022950112,0.000083375475,0.00019365916],"category_scores_gemma":[0.00023938464,0.00009091093,0.000059765676,0.00003012865,0.00015593584,0.0001815625,0.00015002527,0.00022923919,0.0000468249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003988859,0.0000069953126,0.98189676,0.0074331043,0.000040331008,0.0000029106964,0.00050222734,1.5644561e-8,6.2979404e-7,0.004111905,0.0046965685,0.0013045801],"study_design_scores_gemma":[0.00032493979,0.00004002142,0.9042118,0.00962838,0.00006627131,1.9644959e-7,0.00011924368,0.000005310983,0.0000063711614,0.00085752126,0.08459839,0.00014154326],"about_ca_topic_score_codex":0.1918649,"about_ca_topic_score_gemma":0.58707666,"teacher_disagreement_score":0.39521176,"about_ca_system_score_codex":0.00014081468,"about_ca_system_score_gemma":0.00048379385,"threshold_uncertainty_score":0.95474803},"labels":[],"label_agreement":null},{"id":"W2586073759","doi":"","title":"What is the Effect of Garment Work on Women's Health and Empowerment in India? An Analysis of India's National Family Health Surveys","year":2012,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Work (physics); Family health; Economic growth; Medicine; Gender studies; Socioeconomics; Sociology; Nursing; Engineering; Economics","score_opus":0.010546589524130137,"score_gpt":0.2671085834371821,"score_spread":0.25656199391305196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586073759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98496413,0.0013951944,0.0000026577525,0.007964413,0.00023493957,0.000568254,0.00026155612,0.0000034490727,0.0046053785],"genre_scores_gemma":[0.9917525,0.0012011601,0.000016009039,0.0064537097,0.00003151024,0.000067485846,0.000026063759,0.000011606918,0.0004399745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576825,0.0013939539,0.00060568785,0.00020030291,0.001525388,0.000506408],"domain_scores_gemma":[0.99776465,0.0012198223,0.0004971824,0.00017820958,0.000001769356,0.0003383453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050051435,0.00018165458,0.0005889322,0.000111926725,0.00033298534,0.0000060311286,0.00013711334,0.000028546725,0.000032130585],"category_scores_gemma":[0.000007981147,0.00013014246,0.00003369925,0.00031756973,0.00009063122,0.000286032,0.00013961809,0.00020061442,2.732561e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036219324,0.000062297004,0.9813501,0.00031138345,0.0003059196,7.850542e-7,0.007634298,0.000012094222,0.000020470383,0.004617836,0.0007458871,0.004576729],"study_design_scores_gemma":[0.00051448995,0.0005442986,0.97424805,0.0002769676,0.00001964867,6.140133e-8,0.022484887,0.000020702679,0.0001821687,0.00008069374,0.0015301104,0.00009793457],"about_ca_topic_score_codex":0.005771877,"about_ca_topic_score_gemma":0.01045221,"teacher_disagreement_score":0.01485059,"about_ca_system_score_codex":0.00007984711,"about_ca_system_score_gemma":0.0014586545,"threshold_uncertainty_score":0.872539},"labels":[],"label_agreement":null},{"id":"W2586589172","doi":"10.15353/rea.v8i2.1513","title":"Unemployment and Organizational Commitment: Evidence from a Panel of Australian Manufacturing Firms","year":2017,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Unemployment; Organizational commitment; Job insecurity; Labour economics; Feeling; Job loss; Private sector; Manufacturing sector; Panel data; Economics; Business; Work (physics); Management; Psychology; Economic growth; Social psychology; Census; Sociology","score_opus":0.13452397400102678,"score_gpt":0.4167640658737185,"score_spread":0.2822400918726917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586589172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95962965,0.027413454,0.000033715878,0.011174901,0.00011529812,0.00052382995,0.00016577035,0.0000118841335,0.00093150453],"genre_scores_gemma":[0.8909295,0.10762897,0.00014155894,0.00016514219,0.000058754038,0.000021969736,0.000041348274,0.000007768236,0.0010049526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875784,0.00010510376,0.0007106689,0.00020789877,0.000080593265,0.0001378997],"domain_scores_gemma":[0.9981287,0.00026549783,0.0009891668,0.00050888065,0.000055589575,0.000052164203],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043740432,0.00011562587,0.0007416133,0.00006561372,0.00037952414,0.000006615126,0.00024251954,0.00004233862,0.0023191709],"category_scores_gemma":[0.00011803697,0.00009438023,0.00015392859,0.00003997827,0.000091783135,0.00012394147,0.00022309714,0.00007734027,0.00003968917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004681343,0.000012977223,0.9935373,0.0018496951,0.0013411901,3.322668e-7,0.00027501842,0.00001026969,0.000009233798,0.00029473376,0.0016526893,0.0010118971],"study_design_scores_gemma":[0.00028405015,0.00002461122,0.98158556,0.00791866,0.002774909,8.072224e-8,0.00020293596,0.0000708927,0.00023721013,0.0005292787,0.0062216087,0.00015020234],"about_ca_topic_score_codex":0.0028929685,"about_ca_topic_score_gemma":0.0006182332,"teacher_disagreement_score":0.08021552,"about_ca_system_score_codex":0.0000724608,"about_ca_system_score_gemma":0.0000439708,"threshold_uncertainty_score":0.99859285},"labels":[],"label_agreement":null},{"id":"W2587952272","doi":"","title":"Labour Productivity and the Distribution of Real Earnings in Canada, 1976 to 2014","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Economics; Purchasing power; Labour economics; Productivity; Distribution (mathematics); Inequality; Income distribution; Demographic economics; Earnings growth; Wage; Macroeconomics","score_opus":0.035093776809601296,"score_gpt":0.3728528325298993,"score_spread":0.337759055720298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587952272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96695644,0.00008367018,8.543336e-7,0.014816914,0.0003401339,0.0016370856,0.0002797491,0.000008402486,0.015876727],"genre_scores_gemma":[0.9894434,0.0058981343,0.000007240526,0.00005257148,0.00019827511,0.0005360782,0.000028859035,0.000020365002,0.0038150353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673253,0.0011921945,0.0006330364,0.0005478824,0.00022117919,0.00067317317],"domain_scores_gemma":[0.997376,0.0015302191,0.00024519523,0.0005619027,0.00018207757,0.00010460403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045140884,0.00017705242,0.0005597545,0.00013411863,0.000309227,0.000008629475,0.00031484966,0.00018218413,0.000038175545],"category_scores_gemma":[0.0015327769,0.00012371478,0.000041025152,0.000089632944,0.0002847876,0.000041573086,0.0016333791,0.0015034567,0.000004070987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040045692,0.000022296303,0.97605866,0.00033803633,0.000043637723,0.000002952427,0.0017404838,0.00006907822,0.000013617445,0.0030102027,0.0015768211,0.016723776],"study_design_scores_gemma":[0.00095263927,0.00002853416,0.9687106,0.0004896017,0.000004077796,2.3476858e-7,0.0015622108,0.000034120458,0.000016107664,0.0017057444,0.026340386,0.0001557316],"about_ca_topic_score_codex":0.76404375,"about_ca_topic_score_gemma":0.9445022,"teacher_disagreement_score":0.18045843,"about_ca_system_score_codex":0.002151326,"about_ca_system_score_gemma":0.0025666999,"threshold_uncertainty_score":0.6531855},"labels":[],"label_agreement":null},{"id":"W2588558995","doi":"10.1093/eurpub/ckv170.012","title":"Migrant Friendly Maternity Care in a Western Urban Centre","year":2015,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Maternity care; Medicine; Environmental health; Nursing; Family medicine; Economic growth; Health care; Economics","score_opus":0.13378413661859173,"score_gpt":0.39582181421447543,"score_spread":0.2620376775958837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588558995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9348835,0.0024818638,0.00027232696,0.050581004,0.0013700468,0.0003092384,0.000022143975,0.000044951696,0.010034932],"genre_scores_gemma":[0.99537885,0.000116498166,0.00016154353,0.0020568187,0.0007789982,0.0000014031492,0.0000070050255,0.000039177125,0.0014596801],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98933077,0.0080910735,0.0012085025,0.00015751127,0.00043886647,0.0007733055],"domain_scores_gemma":[0.9975422,0.00008754433,0.000787256,0.00020254336,0.00058056193,0.0007998746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010211364,0.00016341863,0.0004340058,0.00026415093,0.00028978576,0.000025637479,0.00032696003,0.00003252971,0.00006872932],"category_scores_gemma":[0.0003775184,0.00012334189,0.00007532151,0.00023239438,0.00004208637,0.00025360484,0.00016237758,0.00079220353,0.000230031],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002316948,0.00007348657,0.8158024,0.00014074806,0.000019383553,0.00015107203,0.11641623,8.223574e-7,8.3066556e-7,0.000058875634,0.05640738,0.010905624],"study_design_scores_gemma":[0.0018507373,0.00045819997,0.38679305,0.0003042761,0.0000035147827,0.000008953264,0.031151691,7.4183583e-7,2.5217184e-7,0.000009427951,0.57933086,0.00008829987],"about_ca_topic_score_codex":0.00032760153,"about_ca_topic_score_gemma":0.0012245892,"teacher_disagreement_score":0.52292347,"about_ca_system_score_codex":0.00051599694,"about_ca_system_score_gemma":0.0011629066,"threshold_uncertainty_score":0.5029736},"labels":[],"label_agreement":null},{"id":"W2588947541","doi":"10.1016/j.childyouth.2017.02.024","title":"Not in employment, education or training: Mental health, substance use, and disengagement in a multi-sectoral sample of service-seeking Canadian youth","year":2017,"lang":"en","type":"article","venue":"Children and Youth Services Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychosocial; Mental health; Popularity; Psychology; Service (business); Sample (material); Quarter (Canadian coin); Psychiatry; Business; Social psychology; Geography","score_opus":0.2101188306436646,"score_gpt":0.41891473264625945,"score_spread":0.20879590200259485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588947541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960099,0.030262256,0.0000010264753,0.006282414,0.00020803197,0.002175016,0.0008706445,0.000015344272,0.000086307984],"genre_scores_gemma":[0.9439128,0.047407135,0.00012959797,0.007872854,0.000047702888,0.000066087145,0.0004741122,0.000023403903,0.00006628272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980518,0.00028259083,0.00069101684,0.0003628055,0.00013801665,0.0004737547],"domain_scores_gemma":[0.9988236,0.00006451889,0.0004886042,0.00034206404,0.00006385062,0.00021736162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072776165,0.00022878386,0.0006211308,0.0001388115,0.0008822899,0.000035922727,0.00022334527,0.000069513604,0.000031865628],"category_scores_gemma":[0.000050746916,0.00018402161,0.000032838914,0.00016135184,0.00004384573,0.00030937852,0.00012310372,0.0002705459,0.0000020932798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002372857,0.00004640478,0.88482374,0.0027405256,0.000020008009,2.8027895e-7,0.10744414,7.993613e-8,7.500145e-7,0.000048221176,0.000024802655,0.004827341],"study_design_scores_gemma":[0.0011742068,0.00003562139,0.96459293,0.016935019,0.000036386864,4.4673288e-7,0.016472144,0.000010236357,3.5250963e-7,0.000010272183,0.0005514226,0.00018096698],"about_ca_topic_score_codex":0.66270083,"about_ca_topic_score_gemma":0.9614323,"teacher_disagreement_score":0.29873148,"about_ca_system_score_codex":0.00013341403,"about_ca_system_score_gemma":0.0003470257,"threshold_uncertainty_score":0.75041837},"labels":[],"label_agreement":null},{"id":"W2590147750","doi":"10.59962/9780774857192-007","title":"How Much Does Employment Matter for Inequality in Canada and Elsewhere?","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Economics; Labour economics; Sociology; Demographic economics; Mathematics; Mathematical analysis","score_opus":0.04417115425983733,"score_gpt":0.2711491339964825,"score_spread":0.22697797973664516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590147750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1427675,0.0006743925,0.000069399604,0.00060423365,0.000779655,0.004073885,0.0049791634,0.00006853414,0.8459832],"genre_scores_gemma":[0.033361632,0.00024278619,0.000117891126,0.0002722874,0.000079626356,0.0000068557906,0.00004822707,0.00004085631,0.96582985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837023,0.00007171039,0.0003639483,0.00045042988,0.00029263698,0.00045105244],"domain_scores_gemma":[0.9987046,0.00028567386,0.00037744077,0.00025369285,0.0002547279,0.0001238655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026256035,0.00018235114,0.0006606418,0.00005269881,0.00040686625,0.000028345301,0.00022171173,0.00032643636,0.00028241886],"category_scores_gemma":[0.0000122968095,0.00032058332,0.00009081771,0.0000062745544,0.000178634,0.00005887407,0.00038759471,0.00044769034,9.510615e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023218396,0.000044917593,0.42244396,0.0037772085,0.0005646547,0.00038845104,0.0024843551,1.6010706e-7,0.0000047461626,0.0026147703,0.52380985,0.04363472],"study_design_scores_gemma":[0.0020383436,0.000049963845,0.08318148,0.0017476339,0.00013485257,0.00000206157,0.001983508,0.0000015932172,0.0000010650311,0.0029724475,0.90737504,0.0005120261],"about_ca_topic_score_codex":0.99695283,"about_ca_topic_score_gemma":0.9999187,"teacher_disagreement_score":0.38356516,"about_ca_system_score_codex":0.00054974615,"about_ca_system_score_gemma":0.00048506388,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W2590912489","doi":"10.1016/j.socscimed.2017.02.021","title":"Structural adjustment and health: A conceptual framework and evidence on pathways","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Cambridge Political Economy Society Trust; World Bank Group","keywords":"Structural adjustment; Socioeconomic status; Conceptual framework; Public economics; Social determinants of health; Health policy; Public health; Socioeconomic development; Economics; Economic growth; Health care; Sociology; Medicine; Environmental health; Population; Social science","score_opus":0.24659878596669654,"score_gpt":0.5038274319476936,"score_spread":0.2572286459809971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590912489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031248,0.0028550639,0.000010627469,0.08963635,0.0013214997,0.00046552156,0.000003631001,0.00003516465,0.0025473335],"genre_scores_gemma":[0.9924604,0.00053765136,0.000015876429,0.0053962427,0.0013933376,0.000026736165,5.1457783e-7,0.000005272439,0.00016393227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832666,0.00009643525,0.00023770647,0.0003302914,0.0005105271,0.0004983597],"domain_scores_gemma":[0.9989142,0.0002987887,0.00027155245,0.00020225518,0.000100382094,0.00021285308],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014129553,0.000123301,0.0002842818,0.000043656888,0.008517647,0.000017718829,0.00025449242,0.000071242976,0.000079490215],"category_scores_gemma":[0.0014788983,0.00008093222,0.000013143257,0.00009223838,0.004179346,0.0002241511,0.00022794184,0.00035870206,0.0000052228243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044576962,0.000008724386,0.43750665,0.000102015045,0.000009908758,0.000004279196,0.30072173,1.9763526e-8,0.00018360328,0.1943476,0.0068750842,0.060195796],"study_design_scores_gemma":[0.0004804461,0.000380081,0.97492915,0.0011022646,0.000008800802,5.195553e-7,0.013343297,0.0000039620704,0.00000324602,0.008959611,0.0006993975,0.00008922299],"about_ca_topic_score_codex":0.0012101098,"about_ca_topic_score_gemma":0.00016220319,"teacher_disagreement_score":0.5374225,"about_ca_system_score_codex":0.00013719434,"about_ca_system_score_gemma":0.0002336545,"threshold_uncertainty_score":0.9985307},"labels":[],"label_agreement":null},{"id":"W2592322900","doi":"10.1080/1554477x.2016.1268874","title":"Reproducing Social Conditions of Poverty: A Critical Feminist Analysis of Social Assistance Participation in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Women Politics & Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Poverty; Affect (linguistics); Immigration; Demographic economics; Sociology; Political science; Economic growth; Economics","score_opus":0.06288416053365943,"score_gpt":0.4665555770571233,"score_spread":0.4036714165234639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592322900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722618,0.000011201728,0.0000051952366,0.0143579915,0.00017089388,0.00008197872,0.00017618385,0.000002561046,0.012932226],"genre_scores_gemma":[0.9976459,0.0000035852806,0.000023687902,0.0008603786,0.00058218255,0.000013151199,0.0000060123825,0.000010339442,0.0008547249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735683,0.00021098806,0.0012465967,0.00013209178,0.00042992743,0.0006235873],"domain_scores_gemma":[0.9972459,0.00037297836,0.0014318987,0.00023437731,0.0005709967,0.00014386747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008800733,0.000118160126,0.00077997893,0.00038058645,0.0010944954,0.000012817413,0.0002227614,0.00009385442,0.00018005325],"category_scores_gemma":[0.0023841765,0.00011242466,0.00016161523,0.00024092483,0.00024014834,0.0001298869,0.00009095462,0.00042881694,4.890882e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006571007,0.00016432696,0.7539264,0.00010861615,0.0006561799,0.000010994839,0.047697056,0.0000048551797,0.00009722524,0.19229338,0.0049454,0.000029859953],"study_design_scores_gemma":[0.00056218886,0.00006425511,0.98064667,0.00007649624,0.00035247183,5.220518e-7,0.010155215,0.0000059717836,0.00003155036,0.003984111,0.004031157,0.00008936595],"about_ca_topic_score_codex":0.8531102,"about_ca_topic_score_gemma":0.89738804,"teacher_disagreement_score":0.22672029,"about_ca_system_score_codex":0.003701334,"about_ca_system_score_gemma":0.0045069,"threshold_uncertainty_score":0.9678859},"labels":[],"label_agreement":null},{"id":"W2592402641","doi":"10.1177/0022146517696148","title":"Insecure People in Insecure Places: The Influence of Regional Unemployment on Workers’ Reactions to the Threat of Job Loss","year":2017,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Unemployment; Mental health; Job insecurity; Job loss; Psychology; Multilevel model; Perception; Demographic economics; Social psychology; Economics; Work (physics); Economic growth; Psychiatry","score_opus":0.0958927256039659,"score_gpt":0.4401554465914151,"score_spread":0.3442627209874492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592402641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083769,0.00035443623,0.0000011435554,0.09030289,0.00028122243,0.0005753748,0.000020811698,0.0000029933626,0.00008424064],"genre_scores_gemma":[0.99736154,0.0007443564,0.000012825976,0.0014486797,0.00020553649,0.000053247437,0.0000011498539,0.000009531853,0.00016312144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979039,0.00039747194,0.00090147,0.00010297107,0.00040379807,0.0002904341],"domain_scores_gemma":[0.9976785,0.00034738294,0.0014010677,0.00020832504,0.00026571937,0.00009898451],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014391816,0.00011945283,0.00043207855,0.000091198526,0.0022265946,0.000010721395,0.0003093724,0.00010902495,0.000013564634],"category_scores_gemma":[0.00017928587,0.00006603018,0.00009365254,0.00011371073,0.00018273767,0.00010961341,0.00010044464,0.00069749507,0.000001777082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027716564,0.00012459648,0.93026155,0.00009413426,0.000021263002,0.0000026113687,0.061272282,0.0000100959,0.000011896514,0.0009658604,0.005900595,0.001057939],"study_design_scores_gemma":[0.00074605714,0.0005006027,0.9722484,0.00049688417,0.000030472573,0.0000028164388,0.01759116,1.8276171e-7,0.0000015484146,0.0002415033,0.008085314,0.000055090804],"about_ca_topic_score_codex":0.003498987,"about_ca_topic_score_gemma":0.012261507,"teacher_disagreement_score":0.08898467,"about_ca_system_score_codex":0.00012786387,"about_ca_system_score_gemma":0.0005773315,"threshold_uncertainty_score":0.9990724},"labels":[],"label_agreement":null},{"id":"W2592410376","doi":"","title":"The “Migrant in the Marketâ€: Migration and Care Work Across Six Liberal Welfare Regimes","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Work (physics); Argument (complex analysis); Demographic economics; Labour economics; Care work; Wage; Closure (psychology); Political science; Welfare state; Economics; Social Welfare; Market economy; Medicine; Law","score_opus":0.04749879223640793,"score_gpt":0.40368207319874627,"score_spread":0.3561832809623383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592410376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8691402,0.00291792,2.0918856e-7,0.065997064,0.0007928749,0.0026868107,0.0001162991,0.000040271534,0.05830833],"genre_scores_gemma":[0.9506296,0.037623696,0.00001785139,0.0002137386,0.00051042746,0.0017605961,0.000050254184,0.000055750752,0.009138094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99475497,0.0020832364,0.00082285306,0.0007450571,0.00032038704,0.0012734723],"domain_scores_gemma":[0.99503464,0.0033522716,0.00026223582,0.0010741861,0.00018223665,0.00009440698],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0046281437,0.00034035256,0.00047659868,0.00014973072,0.0026197596,0.00014551311,0.00083661004,0.0005265564,0.00003334302],"category_scores_gemma":[0.00069747237,0.00019131189,0.00012943998,0.00015053854,0.0005597971,0.00009386231,0.001823218,0.002751882,0.000011936701],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005713243,0.000045003188,0.7222526,0.0004965884,0.000106439526,0.00002379946,0.06954339,0.000028095588,0.00000225949,0.0015875561,0.004847443,0.20049548],"study_design_scores_gemma":[0.0009125117,0.000060651477,0.51971775,0.0012068528,0.000008615456,0.0000012442047,0.09893585,0.000031117062,0.0000016518411,0.0020340506,0.37674552,0.00034417296],"about_ca_topic_score_codex":0.00067291653,"about_ca_topic_score_gemma":0.035818566,"teacher_disagreement_score":0.37189808,"about_ca_system_score_codex":0.00071240665,"about_ca_system_score_gemma":0.00029467305,"threshold_uncertainty_score":0.9995488},"labels":[],"label_agreement":null},{"id":"W2592436679","doi":"10.1177/0261018317693128","title":"Filling the gaps: Unpaid (and precarious) work in the nonprofit social services","year":2017,"lang":"en","type":"article","venue":"Critical Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Austerity; Unpaid work; Context (archaeology); Labour economics; Social work; Work (physics); Nonprofit sector; Norm (philosophy); Sociology; Business; Economics; Political science; Public relations; Economic growth; Law","score_opus":0.08878239285343976,"score_gpt":0.4853153379175291,"score_spread":0.39653294506408937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592436679","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46777597,0.00043557622,0.0000041385656,0.49509457,0.00038474286,0.0005481736,0.000026523523,0.000050565883,0.035679724],"genre_scores_gemma":[0.9836222,0.000051555126,0.000009362648,0.00867371,0.006781031,0.00015476809,0.000003336931,0.00001687614,0.00068718253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982006,0.00047248098,0.00027163894,0.00018824774,0.00023080563,0.00063626113],"domain_scores_gemma":[0.9987843,0.0008030806,0.000083518185,0.00020383406,0.00007759574,0.000047694128],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007422855,0.00014476573,0.00022934514,0.000028979779,0.01098482,0.000116890915,0.0005081092,0.00019791654,0.000041418705],"category_scores_gemma":[0.000599303,0.000084490355,0.00007566406,0.000118528595,0.0007213662,0.00012232394,0.00037274914,0.0006757665,0.000060223712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008249532,0.00007370548,0.17044519,0.00047671574,0.000049587416,0.000008621086,0.27350363,6.321626e-8,0.000008145909,0.52865344,0.017189238,0.009509192],"study_design_scores_gemma":[0.0004760048,0.000019369203,0.8581231,0.00013985434,0.0000431529,2.566926e-7,0.017749507,0.000003740077,0.0000012867756,0.055129275,0.068151586,0.00016282586],"about_ca_topic_score_codex":0.0068286606,"about_ca_topic_score_gemma":0.0018947936,"teacher_disagreement_score":0.687678,"about_ca_system_score_codex":0.000078986086,"about_ca_system_score_gemma":0.00008182845,"threshold_uncertainty_score":0.99978495},"labels":[],"label_agreement":null},{"id":"W2592443327","doi":"10.1093/oxfordhb/9780199207268.003.0023","title":"Employee Participation in Developing and Emerging Countries","year":2010,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Productivity; Context (archaeology); Human capital; Emerging markets; Work (physics); Developing country; Production (economics); Business; Software deployment; Economic growth; Development economics; Economics; Economic system; Geography; Finance","score_opus":0.05920850755907418,"score_gpt":0.33650706370981837,"score_spread":0.27729855615074417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592443327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022201447,0.00009893312,0.00007971409,0.0003644663,0.00032321757,0.00059301953,0.00003526469,0.000102504346,0.9762014],"genre_scores_gemma":[0.0052390196,0.0013063757,0.00018100637,0.00021915174,0.000120799516,0.0000062785875,0.000023034188,0.000038255963,0.9928661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989059,0.000053972723,0.00025707285,0.00028958233,0.0001571029,0.00033634598],"domain_scores_gemma":[0.999257,0.00017671562,0.00020354812,0.00017872006,0.00011961394,0.000064388056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017645922,0.00023342592,0.00033668254,0.00017785323,0.00077855587,0.000009343329,0.00013226057,0.00042192033,0.000049702037],"category_scores_gemma":[0.000015009204,0.00025359628,0.000039766575,0.000006942579,0.00014745802,0.00009001782,0.00039936,0.00072550203,0.0000019859078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009220229,0.0000023931996,0.027612021,0.00032312382,0.000076727956,0.000035236248,0.005327527,2.9252732e-7,0.0000053556128,0.96434945,0.0007489612,0.0014267314],"study_design_scores_gemma":[0.0005166409,0.000017580514,0.0069309697,0.0005037642,0.000066795474,2.3206107e-7,0.0002252136,0.0000019599156,0.000009744523,0.0015698363,0.98989004,0.00026719875],"about_ca_topic_score_codex":0.0002310307,"about_ca_topic_score_gemma":0.0023992406,"teacher_disagreement_score":0.9891411,"about_ca_system_score_codex":0.00014569265,"about_ca_system_score_gemma":0.0001251567,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W2592779484","doi":"10.1093/socpro/spw035","title":"Labor Migration and the Missing Work of Homemaking: Three Forms of Settling for Chinese-Canadian Migrants","year":2017,"lang":"en","type":"article","venue":"Social Problems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Work (physics); Sociology; Existentialism; Settlement (finance); Beijing; China; Political science; Law; History; Economics; Engineering","score_opus":0.06667235493502068,"score_gpt":0.3904251192509864,"score_spread":0.3237527643159657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592779484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624389,0.0005610881,0.000090890266,0.03298506,0.0002565598,0.0012902616,0.000059401355,0.000013587058,0.0023042485],"genre_scores_gemma":[0.9991878,0.000041219002,0.00009480652,0.00013776352,0.0002274478,0.000099974175,0.000008231989,0.000014684327,0.00018802533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912286,0.000052478747,0.00033345787,0.000110192246,0.00011134515,0.00026966623],"domain_scores_gemma":[0.9989114,0.00024771524,0.00048210463,0.00014827355,0.00017211193,0.00003844116],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00078419026,0.000096740274,0.0002936637,0.000042792133,0.0033319313,0.000017578584,0.00015112535,0.000107523854,0.000007671759],"category_scores_gemma":[0.00034218523,0.000058769532,0.00007427693,0.00007211999,0.000267875,0.00010200586,0.00005676607,0.00013364434,8.7639125e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010332021,0.000009419419,0.9584205,0.00044339715,0.00007261086,8.2105274e-8,0.027322594,8.764405e-7,0.00008799712,0.008223286,0.00068362086,0.0046323044],"study_design_scores_gemma":[0.0021141798,0.000031277385,0.8842182,0.00043596386,0.00005072672,4.7164967e-8,0.0016371853,0.000066896384,0.000009019807,0.10932388,0.0020064185,0.00010617803],"about_ca_topic_score_codex":0.021545626,"about_ca_topic_score_gemma":0.27807543,"teacher_disagreement_score":0.2565298,"about_ca_system_score_codex":0.000025935391,"about_ca_system_score_gemma":0.000106658474,"threshold_uncertainty_score":0.9979656},"labels":[],"label_agreement":null},{"id":"W2593098314","doi":"10.1111/capa.12206","title":"Evening the keel: Measuring and responding to precarity in the Canadian labour economy","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underpinning; Precarity; Work (physics); Economics; Precarious work; Labour economics; Labour law; Evening; Economy; Market economy; Engineering","score_opus":0.13300752420375134,"score_gpt":0.39597953794801494,"score_spread":0.2629720137442636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593098314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53105265,0.000041356176,0.0000040299437,0.40591183,0.00022948616,0.00067316083,0.000030127265,0.000010474867,0.062046885],"genre_scores_gemma":[0.99296093,0.0000036714005,0.000014531658,0.0042728838,0.0002537137,0.0001956358,0.00001112005,0.000010319408,0.0022772143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863267,0.00027610685,0.00022623564,0.00019874764,0.00010007438,0.0005661786],"domain_scores_gemma":[0.9987645,0.00016995674,0.00010507042,0.00041410164,0.00010458761,0.0004417714],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019995,0.00010401342,0.00010853887,0.00033542016,0.007408562,0.00039175487,0.00040140137,0.00010415391,0.000060394254],"category_scores_gemma":[0.0010765279,0.00007583608,0.000017493585,0.00016987567,0.00006895603,0.00034880952,0.000042650172,0.00037664812,0.000022420261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000658021,0.0000025196885,0.6876336,0.000019104587,0.000011912404,0.000014180553,0.0054430678,1.5075514e-7,0.0000017445471,0.298846,0.0058932663,0.0021278649],"study_design_scores_gemma":[0.00010524287,0.00001806141,0.51294094,0.000030567364,0.0000035074388,0.0000016934756,0.0023441042,0.000009644998,0.0000012682223,0.00091505377,0.4835568,0.00007308775],"about_ca_topic_score_codex":0.6281316,"about_ca_topic_score_gemma":0.9996748,"teacher_disagreement_score":0.47766355,"about_ca_system_score_codex":0.00059484225,"about_ca_system_score_gemma":0.0036439756,"threshold_uncertainty_score":0.99388367},"labels":[],"label_agreement":null},{"id":"W2594576665","doi":"10.1093/restud/rdaa082","title":"The Returns to Nursing: Evidence from a Parental-Leave Program","year":2020,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"Danmarks Grundforskningsfond","keywords":"Immigration; Context (archaeology); Nursing; Demographic economics; Economic shortage; Medicine; Empirical evidence; Unintended consequences; Nursing shortage; Health care; Business; Labour economics; Economics; Nurse education; Political science; Economic growth; Government (linguistics)","score_opus":0.2400499868043424,"score_gpt":0.5068131132094212,"score_spread":0.2667631264050788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594576665","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026187075,0.65977657,0.0000013399691,0.3073264,0.00068744435,0.0026482977,0.000023931372,0.000065042615,0.0032839212],"genre_scores_gemma":[0.18643072,0.8035529,0.00008945327,0.0076285377,0.0007592144,0.0010477877,0.0000031857903,0.000020623802,0.00046756223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982101,0.00038738057,0.00074096984,0.00024762098,0.00009988441,0.00031406837],"domain_scores_gemma":[0.9968318,0.0022437533,0.00037253305,0.00038674515,0.000095770025,0.000069443675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079034496,0.00017530564,0.00064474216,0.00000931478,0.0009203677,0.0000067269348,0.00044045277,0.000025811049,0.00009686519],"category_scores_gemma":[0.001191371,0.00008465355,0.00014782882,0.00009648725,0.0002561141,0.000054449898,0.00037490408,0.00020939471,0.0005007711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009998528,0.000029552719,0.020939942,0.0036412529,0.00083201256,7.506794e-7,0.048304833,8.755002e-7,0.0000071306713,0.0027260275,0.8472321,0.076185554],"study_design_scores_gemma":[0.00045165556,0.00058708776,0.02932595,0.09151145,0.0007219176,4.6986654e-7,0.059457917,0.000023220713,0.000035509143,0.0045416565,0.8129256,0.00041759154],"about_ca_topic_score_codex":0.000084708125,"about_ca_topic_score_gemma":0.000230071,"teacher_disagreement_score":0.29969788,"about_ca_system_score_codex":0.00014462047,"about_ca_system_score_gemma":0.00007217193,"threshold_uncertainty_score":0.70788175},"labels":[],"label_agreement":null},{"id":"W2595710332","doi":"10.1016/j.socscimed.2017.03.029","title":"Health inequities in the age of austerity: The need for social protection policies","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":149,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Austerity; Health policy; Public health; Social determinants of health; Equity (law); Political science; Global health; Social policy; Neoliberalism (international relations); Social protection; Public policy; Economics; Economic growth; Development economics; Health care; Political economy; Medicine","score_opus":0.22945845430573725,"score_gpt":0.5171290165711688,"score_spread":0.2876705622654316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595710332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51509875,0.00005931194,0.000056129807,0.47142023,0.0006808463,0.0016041823,0.0000084677,0.000017059316,0.011055028],"genre_scores_gemma":[0.9937783,0.000020089608,0.0000015174819,0.0036478983,0.0016925548,0.00025718941,0.0000019629138,0.0000044051844,0.00059610215],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984393,0.00022136266,0.00033417312,0.00012284232,0.00044694138,0.00043539205],"domain_scores_gemma":[0.99915534,0.00013269,0.00039828077,0.00015680621,0.00013620262,0.000020668007],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004978156,0.00007932137,0.00027866053,0.00006514827,0.010483522,0.0000173024,0.0005646752,0.000048700756,0.000012530298],"category_scores_gemma":[0.0008795265,0.000038572976,0.000035764213,0.00023444288,0.0028407245,0.0001290206,0.0001238586,0.00024012393,0.0000010301064],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006697533,0.000033077387,0.044179466,0.00022891675,0.000009318146,3.933541e-7,0.8755464,4.3513324e-8,0.0009836596,0.042739157,0.018751595,0.017460985],"study_design_scores_gemma":[0.0007799544,0.00023357492,0.82425606,0.00014539297,0.000012466859,1.7692777e-7,0.13704112,0.000003593616,0.00000938417,0.011232751,0.026219733,0.000065778964],"about_ca_topic_score_codex":0.017804379,"about_ca_topic_score_gemma":0.005392068,"teacher_disagreement_score":0.7800766,"about_ca_system_score_codex":0.000117755895,"about_ca_system_score_gemma":0.00028496457,"threshold_uncertainty_score":0.999873},"labels":[],"label_agreement":null},{"id":"W2595736936","doi":"10.7202/1038336ar","title":"La cession externe, un risque pour la santé du dirigeant de PME","year":2016,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.020326406742599418,"score_gpt":0.3258476708203885,"score_spread":0.3055212640777891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595736936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6302873,0.0015293526,0.014421815,0.33570394,0.0010155779,0.00045167463,0.00022533478,0.0001927171,0.016172294],"genre_scores_gemma":[0.5822683,0.12569116,0.0074835843,0.0018961068,0.0020911142,0.0003151909,0.00006955104,0.00013900142,0.28004596],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918473,0.005412011,0.0009794094,0.00079671934,0.00023735252,0.00072721863],"domain_scores_gemma":[0.9604931,0.03763919,0.00068554893,0.00050183735,0.00032756143,0.00035279454],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004079796,0.0005003915,0.00052233425,0.00029993907,0.00029780887,0.000130096,0.0004949341,0.00077164825,0.004576427],"category_scores_gemma":[0.00943354,0.00044305026,0.0003057542,0.0001235002,0.00031089765,0.0006156181,0.00057550234,0.0011204703,0.0016751407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025881018,0.000841102,0.53424233,0.00040064857,0.0003533884,0.00037102867,0.0059561604,0.00045561028,0.00080248585,0.0804545,0.061652,0.31421193],"study_design_scores_gemma":[0.0029745463,0.00005498559,0.46364653,0.006459004,0.0001351279,0.00022999862,0.00041396706,0.0013556585,0.00029685986,0.039335568,0.48451635,0.000581393],"about_ca_topic_score_codex":0.00061663234,"about_ca_topic_score_gemma":0.000358362,"teacher_disagreement_score":0.42286435,"about_ca_system_score_codex":0.0017280193,"about_ca_system_score_gemma":0.0005388685,"threshold_uncertainty_score":0.9998021},"labels":[],"label_agreement":null},{"id":"W2595986270","doi":"10.25071/1705-1436.7","title":"Immigration, Citizenship and Racialization at Work: Unpacking Employment Precarity in Southwestern Ontario","year":2014,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Precarity; Racialization; Citizenship; Naturalization; Immigration; Intersectionality; Sociology; Gender studies; Political science; Demographic economics; Law; Race (biology); Politics; Economics","score_opus":0.05783232862278198,"score_gpt":0.354591534713716,"score_spread":0.29675920609093404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595986270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915105,0.00009206644,0.00016752645,0.002361714,0.00056023133,0.00047730035,0.000006739821,0.00007670763,0.0047471845],"genre_scores_gemma":[0.95934075,0.000029454251,0.000041952117,0.000842497,0.00023915611,0.000087943044,0.000035235407,0.000019875719,0.03936315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984373,0.00033266086,0.00040070864,0.0002680901,0.00018093857,0.00038030598],"domain_scores_gemma":[0.9993104,0.00017841694,0.00015793927,0.00017475506,0.000105607935,0.000072906456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062227953,0.00015485872,0.00023768908,0.000088675195,0.00055305223,0.000019121442,0.000068272275,0.00014448744,0.00023276007],"category_scores_gemma":[0.00010573705,0.00014016838,0.000026807562,0.00017663142,0.000035182034,0.00008021321,0.00017396019,0.00026526192,0.00007473657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044448127,0.000015988375,0.9658581,0.00006479697,0.0000141054425,9.015038e-7,0.027091429,0.000005096983,0.0000207536,0.0032123264,0.0029190236,0.00075302087],"study_design_scores_gemma":[0.0008112045,0.000028095148,0.9743439,0.00018818822,0.000019056099,2.0366649e-7,0.00097447133,0.0000089919695,0.000010413471,0.0014968092,0.021968761,0.00014989165],"about_ca_topic_score_codex":0.014777803,"about_ca_topic_score_gemma":0.49391183,"teacher_disagreement_score":0.47913402,"about_ca_system_score_codex":0.00037055582,"about_ca_system_score_gemma":0.00006206803,"threshold_uncertainty_score":0.9917829},"labels":[],"label_agreement":null},{"id":"W2596312466","doi":"10.4000/books.iheid.6718","title":"Organising social protection through solidarity of women workers: experiences of the Self-Employed Women’s Association, SEWA, in India","year":2015,"lang":"fr","type":"book-chapter","venue":"Graduate Institute Publications eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Solidarity; Association (psychology); Gender studies; Sociology; Social psychology; Psychology; Political science; Law; Psychotherapist","score_opus":0.13979901619845575,"score_gpt":0.3516280879107202,"score_spread":0.21182907171226445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596312466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80559576,0.00011865512,0.000106600404,0.008301136,0.002742609,0.004312196,0.00018651754,0.00021805982,0.17841846],"genre_scores_gemma":[0.95677227,0.000052285628,0.0002520326,0.00017690074,0.00047598797,0.0033420944,0.000045477926,0.000078238096,0.038804732],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99391574,0.000847193,0.0021401567,0.0006716038,0.0012298177,0.0011954842],"domain_scores_gemma":[0.9926268,0.000232216,0.0039836746,0.00073190813,0.0022379244,0.00018750067],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034715666,0.0006025709,0.0011754417,0.00046635346,0.002155026,0.00006920242,0.00084546406,0.0010725302,0.00016438194],"category_scores_gemma":[0.0014860873,0.00053037994,0.00023277424,0.00060246926,0.0011966509,0.00065823604,0.00066541,0.0017048549,0.000033421824],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060854065,0.00029932425,0.018127127,0.00055810047,0.00065594533,6.097996e-7,0.6882363,0.0000037682842,0.00003907034,0.28660688,0.0029332438,0.0024787618],"study_design_scores_gemma":[0.0039472487,0.00038770164,0.18482155,0.0021178408,0.00039240177,0.0000049109144,0.24186563,0.00001681212,0.0002742361,0.13089989,0.43353996,0.0017318204],"about_ca_topic_score_codex":0.0021533195,"about_ca_topic_score_gemma":0.0012296296,"teacher_disagreement_score":0.44637066,"about_ca_system_score_codex":0.007560988,"about_ca_system_score_gemma":0.0035742184,"threshold_uncertainty_score":0.9997148},"labels":[],"label_agreement":null},{"id":"W2597581775","doi":"","title":"Duration Dependence in Employment: Evidence From the Last Half of the 20th Century","year":2017,"lang":"en","type":"article","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generosity; Unemployment; Cohort; Demographic economics; Duration (music); Affect (linguistics); Proxy (statistics); Demography; Hazard ratio; Hazard; Spell; Economics; Employment protection legislation; Labour economics; Psychology; Medicine; Political science; Economic growth; Sociology","score_opus":0.0314317081143257,"score_gpt":0.2719624314104336,"score_spread":0.2405307232961079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597581775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.891034,0.0004901335,0.00011287683,0.007365972,0.0025763821,0.00086857576,0.000121771416,0.00010552475,0.097324766],"genre_scores_gemma":[0.97694355,0.00081780995,0.000050493294,0.00028462464,0.00032287822,0.0000016478621,0.000028802822,0.000019482293,0.021530695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695814,0.0008519554,0.00044000472,0.00061016285,0.00065138075,0.0004883441],"domain_scores_gemma":[0.99702543,0.00067721726,0.0008044232,0.0011246696,0.00021420627,0.00015403437],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00023911022,0.00032115335,0.00037563595,0.00024687275,0.006647795,0.00006797427,0.0022622035,0.000290354,0.00010220821],"category_scores_gemma":[0.00021175633,0.00026220566,0.00027008043,0.00051709,0.0012205864,0.0028183865,0.0018871014,0.000821272,0.000020241485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040274623,0.000074310505,0.9443895,0.00005678635,0.00013655446,0.00035516315,0.0022280794,0.00021309302,0.001888761,0.04645944,0.0035071578,0.0002883768],"study_design_scores_gemma":[0.001297435,0.000045220124,0.66731536,0.0011433249,0.00014725655,0.000004727784,0.005167352,0.00005465793,0.0012116219,0.0000855503,0.32322514,0.00030236988],"about_ca_topic_score_codex":0.008826923,"about_ca_topic_score_gemma":0.003555766,"teacher_disagreement_score":0.31971797,"about_ca_system_score_codex":0.0007002799,"about_ca_system_score_gemma":0.0013548427,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W2601206292","doi":"","title":"Motherhood and Unemployment: Intersectional Experiences from Canada","year":2016,"lang":"en","type":"article","venue":"Canadian Review of Social Policy / Revue canadienne de politique sociale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Precarity; Socioeconomic status; Government (linguistics); Parental leave; Immigration; Wage; Labour economics; Work (physics); Demographic economics; Sociology; Political science; Economics; Gender studies; Population; Economic growth","score_opus":0.0290290863889143,"score_gpt":0.33638931784115106,"score_spread":0.3073602314522368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601206292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8053891,0.004399481,0.000002416006,0.1740248,0.0005049689,0.0006002831,0.0020034953,0.00002605702,0.013049381],"genre_scores_gemma":[0.9706845,0.0051673935,0.000011786496,0.01869439,0.0024605303,0.00031920391,0.000031534222,0.000040673476,0.0025899822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973819,0.00035812747,0.0005873763,0.00029911817,0.00010751058,0.0012659276],"domain_scores_gemma":[0.99812466,0.00024340035,0.00029798193,0.00016964921,0.00026890988,0.00089542824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041075752,0.00022993534,0.0005778905,0.0001422534,0.0008716853,0.000005643034,0.00023857233,0.00017564939,0.00094427145],"category_scores_gemma":[0.00089588476,0.00020328026,0.000110660796,0.00026481517,0.0003192868,0.00008663715,0.00005743848,0.00021137988,0.0000067139044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000019873878,0.000025770318,0.121305674,0.0056715575,0.0004809696,0.000053926862,0.1404175,3.021488e-8,0.00013130081,0.44405785,0.26436308,0.023472456],"study_design_scores_gemma":[0.00084978656,0.00006107244,0.1892344,0.008636747,0.00010893245,0.0000060446673,0.051877763,4.3250446e-7,0.00003470522,0.019854097,0.728632,0.0007040275],"about_ca_topic_score_codex":0.99874777,"about_ca_topic_score_gemma":0.9997048,"teacher_disagreement_score":0.4642689,"about_ca_system_score_codex":0.005039397,"about_ca_system_score_gemma":0.011449247,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null},{"id":"W2601329109","doi":"10.1017/s0714980817000071","title":"Gender Regimes in Ontario Nursing Homes: Organization, Daily Work, and Bodies","year":2017,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; Carleton University","funders":"Canadian Institutes of Health Research","keywords":"Humanities; Political science; Art","score_opus":0.03574619483892777,"score_gpt":0.2892476372405665,"score_spread":0.25350144240163874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601329109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7786643,0.009671581,0.000024809367,0.1902893,0.00649602,0.00051435386,0.000035889116,0.000016149716,0.014287598],"genre_scores_gemma":[0.94628686,0.0019582948,0.00012502153,0.0017055696,0.00087750395,0.000017018043,0.000023405086,0.00009919917,0.048907135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961033,0.0005050311,0.00086455746,0.00056086684,0.00014748471,0.0018187773],"domain_scores_gemma":[0.99581945,0.0002377763,0.00067229976,0.0006310391,0.00048118652,0.0021582337],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001593022,0.00050828245,0.00066805066,0.00067827123,0.005623825,0.00060730247,0.00054813665,0.00032116103,0.0011889591],"category_scores_gemma":[0.0010060248,0.0005389886,0.000089835936,0.00020739828,0.00053384906,0.000496826,0.000081134036,0.0018129218,0.000037227266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011886835,0.00003491039,0.7893815,0.00016745328,0.00014045394,0.0013951778,0.11806647,0.00003977748,8.8439356e-7,0.014232672,0.069846995,0.0066818255],"study_design_scores_gemma":[0.0008003031,0.000064616914,0.62484187,0.005821372,0.00008970742,0.0001146157,0.008663859,0.0000053576628,0.0000011037002,0.0011930431,0.35800123,0.00040293246],"about_ca_topic_score_codex":0.6515954,"about_ca_topic_score_gemma":0.99465984,"teacher_disagreement_score":0.3430644,"about_ca_system_score_codex":0.006968124,"about_ca_system_score_gemma":0.0033663267,"threshold_uncertainty_score":0.9997241},"labels":[],"label_agreement":null},{"id":"W2601369376","doi":"10.1177/2167696817700262","title":"Change in Depression Symptoms Through Emerging Adulthood","year":2017,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Statistics Canada; University of New Brunswick","funders":"","keywords":"Depression (economics); Multilevel model; Workforce; Mental health; Psychology; Longitudinal study; Young adult; Clinical psychology; Sample (material); Longitudinal sample; Job satisfaction; Association (psychology); Work (physics); Psychiatry; Medicine; Developmental psychology; Social psychology; Psychotherapist","score_opus":0.07160953746809216,"score_gpt":0.42813426755128986,"score_spread":0.3565247300831977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601369376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549975,0.0023127752,0.000161882,0.008357288,0.0027513742,0.0012403626,0.000024982099,0.00037580688,0.029778052],"genre_scores_gemma":[0.9937659,0.0012117067,0.00048156007,0.0011032677,0.0013627142,0.00070931175,0.000024223404,0.00008837886,0.001252939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99643123,0.00035454813,0.0007825173,0.00069167453,0.00042924465,0.0013107602],"domain_scores_gemma":[0.9978109,0.00015727316,0.0005891099,0.0010907849,0.00019426826,0.00015769266],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007434941,0.00040901394,0.0005625255,0.00017193957,0.0049518887,0.000042222044,0.0006752262,0.00026111523,0.0004546032],"category_scores_gemma":[0.00064245285,0.0003613345,0.00014128955,0.0002041829,0.00013783597,0.00097560935,0.0007993524,0.00089178677,0.00033095537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056497774,0.00009857308,0.8908184,0.0002559739,0.000043650707,0.000025929545,0.060670976,0.0000016540984,0.00008448692,0.0009328943,0.0024202978,0.044590663],"study_design_scores_gemma":[0.003112814,0.000083775,0.94456875,0.002860311,0.000042035812,0.0000019110898,0.0075756274,0.00016117658,0.000090969006,0.0019778027,0.03897763,0.0005472181],"about_ca_topic_score_codex":0.0040037953,"about_ca_topic_score_gemma":0.0019345271,"teacher_disagreement_score":0.05375033,"about_ca_system_score_codex":0.00017207694,"about_ca_system_score_gemma":0.00006463236,"threshold_uncertainty_score":0.9998839},"labels":[],"label_agreement":null},{"id":"W2601550210","doi":"","title":"REPORT: Forced Labour’s Business Models and Supply Chains","year":2013,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Supply chain; Business; Labour economics; Economics; Operations management; Marketing","score_opus":0.05789202381429741,"score_gpt":0.3667305137899834,"score_spread":0.30883848997568597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601550210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8693313,0.00004231848,0.00036253297,0.03603916,0.00021136044,0.0019845045,0.00008493423,0.00023307842,0.091710836],"genre_scores_gemma":[0.7972035,0.00062208495,0.00010849871,0.0001205053,0.0001635388,0.000022758155,0.00007465107,0.000030285328,0.20165417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964585,0.0005434279,0.0003611957,0.0005726161,0.0008297497,0.0012345224],"domain_scores_gemma":[0.9967823,0.00040017522,0.00016115606,0.00051447866,0.0017029817,0.00043892948],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001066776,0.00023800833,0.000385554,0.00048762004,0.0026019826,0.000035597568,0.00033723455,0.0002495255,0.0016908098],"category_scores_gemma":[0.000266177,0.00022589894,0.000071342554,0.00089220644,0.00040078946,0.0008724602,0.001047091,0.00096517865,0.00020653597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021319989,0.00026910944,0.5449116,0.0007598067,0.0002715349,0.0028211304,0.005827788,0.000056353485,0.00014841795,0.20311956,0.24017844,0.0014230591],"study_design_scores_gemma":[0.0028202138,0.00021698003,0.8485709,0.00041037434,0.000046949273,0.000018705001,0.028956844,0.0006717381,0.000017106167,0.007533055,0.11006507,0.0006720645],"about_ca_topic_score_codex":0.025688944,"about_ca_topic_score_gemma":0.00046422664,"teacher_disagreement_score":0.3036593,"about_ca_system_score_codex":0.00018294777,"about_ca_system_score_gemma":0.0004407296,"threshold_uncertainty_score":0.9992218},"labels":[],"label_agreement":null},{"id":"W2601784000","doi":"","title":"Part-Time Work and Crowding-Out Implications of Employment Insurance Pilot Initiatives","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generosity; Unemployment; Duration (music); Work (physics); Labour economics; Crowding out; Economics; Estimation; Demographic economics; Business; Actuarial science; Economic growth; Political science; Engineering","score_opus":0.15112269008325413,"score_gpt":0.4538032265901827,"score_spread":0.30268053650692855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601784000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8009035,0.0007601233,0.0000013622129,0.0050290916,0.0005212442,0.0020679855,0.00037897882,0.000056080535,0.19028164],"genre_scores_gemma":[0.96471256,0.026157185,0.000097308744,0.00008087107,0.00025699884,0.0014497311,0.00006391919,0.00006370535,0.007117701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965021,0.00064824545,0.0010162701,0.0007886489,0.00020129858,0.00084346154],"domain_scores_gemma":[0.99589854,0.0016848334,0.0006855758,0.0012673185,0.00029132917,0.00017239907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017729703,0.00032149866,0.00081842777,0.00032368692,0.0012094199,0.000046310113,0.0006705885,0.00033837967,0.00013392857],"category_scores_gemma":[0.0009270937,0.0003208288,0.000100339035,0.00006830956,0.0007538111,0.00013776164,0.0025215968,0.0018358959,0.00002811651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015619477,0.00018291223,0.96086127,0.00049742294,0.00021554998,0.0000035543,0.0038754186,0.000032625467,0.000047794965,0.0015926542,0.0008254777,0.03170915],"study_design_scores_gemma":[0.0008465899,0.00017645814,0.9692668,0.0021536632,0.000014874346,2.9426585e-7,0.0006259648,0.000011578691,0.000025421275,0.0051003313,0.021408046,0.00036998838],"about_ca_topic_score_codex":0.00010678365,"about_ca_topic_score_gemma":0.0005705189,"teacher_disagreement_score":0.18316394,"about_ca_system_score_codex":0.0004528399,"about_ca_system_score_gemma":0.0005620484,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2602970526","doi":"","title":"Explaining the Gap between Productivity and Median Wage Growth in Canada, 1976-2014","year":2016,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Earnings; Labour economics; Purchasing power; Productivity; Inequality; Earnings growth; Percentage point; Distribution (mathematics); Wage; Income distribution; Demographic economics; Macroeconomics","score_opus":0.07360232404293052,"score_gpt":0.37560550074984583,"score_spread":0.30200317670691534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602970526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944058,0.00009196318,3.9210548e-7,0.02970697,0.00018447006,0.0006297179,0.000035938396,0.000012112844,0.025280412],"genre_scores_gemma":[0.9955042,0.0021237023,0.000014958981,0.00013326627,0.0003331269,0.00021605274,0.0000033566541,0.000021896314,0.0016494347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972102,0.00087327254,0.00044125604,0.00041659162,0.00016328777,0.0008953784],"domain_scores_gemma":[0.99488294,0.004491463,0.00009399712,0.00033473366,0.000058874928,0.00013797109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038796752,0.00013289232,0.0003101016,0.0001474077,0.00060039724,0.000006901847,0.0002452301,0.00008303547,0.00006466276],"category_scores_gemma":[0.0016082102,0.00008201845,0.000021577362,0.000105880725,0.00024164713,0.0001309677,0.00037503964,0.00067804946,0.000009999286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020828753,0.000007121956,0.92449135,0.000031384076,0.00001663285,0.0000046565733,0.0014698013,4.934557e-7,0.000021037888,0.0005300781,0.0007823922,0.07262421],"study_design_scores_gemma":[0.00064323645,0.000033570464,0.9759996,0.0001755485,0.000002393055,4.1278665e-7,0.00498278,0.000009415678,0.000039347404,0.0013617452,0.016611328,0.00014064748],"about_ca_topic_score_codex":0.28936723,"about_ca_topic_score_gemma":0.9289397,"teacher_disagreement_score":0.63957244,"about_ca_system_score_codex":0.001186318,"about_ca_system_score_gemma":0.0010518119,"threshold_uncertainty_score":0.71536493},"labels":[],"label_agreement":null},{"id":"W2603917287","doi":"10.3390/rel8030043","title":"An Economy of Grace","year":2017,"lang":"en","type":"article","venue":"Religions","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Inequality; Windsor; Sociology; Recession; Economic inequality; Ethnography; Political economy; Economics; Economic growth","score_opus":0.07274889537545405,"score_gpt":0.44780849970720854,"score_spread":0.3750596043317545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603917287","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48295787,0.00018059455,0.00006586894,0.015268615,0.00042002462,0.00029158278,0.000013401125,0.00006733131,0.5007347],"genre_scores_gemma":[0.99628645,0.00018433214,0.00009974235,0.00032313043,0.00014111769,0.000037676265,0.0000042966535,0.000008718407,0.0029145058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994607,0.000037420406,0.00018535725,0.000103162165,0.000040614887,0.00017274656],"domain_scores_gemma":[0.9990592,0.00006304601,0.00018548756,0.00055973715,0.00007736215,0.00005513968],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00014275534,0.000056722358,0.00013575428,0.000027930728,0.0015548649,0.0000057508437,0.00021147498,0.000055335582,0.000078325844],"category_scores_gemma":[0.000059858943,0.00004740484,0.000039775,0.000014678673,0.00007324789,0.00011475023,0.00008894001,0.00011779229,0.00015736785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008846284,0.000042571904,0.7369018,0.00004713612,0.000027896469,0.0000011364843,0.0014156916,5.10692e-7,0.00013471811,0.15416844,0.10686373,0.00038750086],"study_design_scores_gemma":[0.0005326469,0.00009432312,0.6182559,0.0001244557,0.000031662777,2.6526808e-7,0.0008747667,0.00001759507,0.00011590108,0.05845207,0.321363,0.00013739451],"about_ca_topic_score_codex":0.0006046615,"about_ca_topic_score_gemma":0.0002628477,"teacher_disagreement_score":0.5133286,"about_ca_system_score_codex":0.000014704344,"about_ca_system_score_gemma":0.0000464229,"threshold_uncertainty_score":0.99974495},"labels":[],"label_agreement":null},{"id":"W2604334506","doi":"10.1177/1403494817698889","title":"New hypotheses regarding the Danish health puzzle","year":2017,"lang":"en","type":"review","venue":"Scandinavian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Life expectancy; Unemployment; Social security; Job security; Welfare state; Danish; Demographic economics; Welfare; Public health; Inequality; Population; Economics; Population ageing; Development economics; Economic growth; Political science; Sociology; Demography; Medicine; Work (physics)","score_opus":0.5536690112415423,"score_gpt":0.5550599296830382,"score_spread":0.0013909184414958586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604334506","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013810238,0.9042907,0.00041335388,0.082035035,0.0044677113,0.001734678,0.00007107077,0.000049624967,0.0069364794],"genre_scores_gemma":[0.000041770654,0.97661966,0.00026841694,0.0020645452,0.005469237,0.00004807356,0.000023401266,0.00013294126,0.015331945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98671395,0.005715688,0.0039344262,0.00046451142,0.001026708,0.0021447206],"domain_scores_gemma":[0.98353595,0.0014139818,0.011582672,0.001211167,0.0004811012,0.0017751476],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017504841,0.0007002172,0.0047085406,0.000621523,0.0075416556,0.00024223355,0.0021524709,0.00038147083,0.0003845145],"category_scores_gemma":[0.0021482094,0.00039136226,0.0011225785,0.0004796731,0.00019848341,0.0005339219,0.00044558814,0.0036396352,0.00013695515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037255588,0.00002247719,0.0005833143,0.006747657,0.00026584478,0.000013832892,0.0018359068,1.2133716e-8,7.7959933e-10,0.0014207748,0.2805624,0.7085441],"study_design_scores_gemma":[0.000583779,0.0003918092,0.00049608585,0.043829557,0.00012253887,0.00016257881,0.0016391518,6.784027e-8,2.0108992e-9,0.00043914194,0.95205843,0.0002768506],"about_ca_topic_score_codex":0.0012356088,"about_ca_topic_score_gemma":0.0007579569,"teacher_disagreement_score":0.7082672,"about_ca_system_score_codex":0.002277869,"about_ca_system_score_gemma":0.021916527,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W2604462789","doi":"10.3138/jcfs.33.1.73","title":"“Chaemyoun-saving (Face saving)” due to Korean Job Loss: Listening to Men’s Voices","year":2002,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job loss; Sociocultural evolution; Unemployment; Exploratory research; Coping (psychology); Face (sociological concept); Qualitative research; Psychology; Active listening; Context (archaeology); Social psychology; Sociology; Economic growth; Economics; Clinical psychology; Social science; Geography","score_opus":0.1779584595202735,"score_gpt":0.4475519759040236,"score_spread":0.2695935163837501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604462789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9408541,0.01464524,0.00032697155,0.014614213,0.0016210396,0.0007216914,0.00001600197,0.0000637786,0.027137002],"genre_scores_gemma":[0.9857087,0.0010364667,0.0011423094,0.002848298,0.0012019898,0.0000753006,5.757709e-7,0.000033516415,0.007952808],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9961132,0.0005591792,0.0014712254,0.00033906486,0.000741002,0.0007763634],"domain_scores_gemma":[0.9953287,0.0016882282,0.00087308645,0.00024791405,0.001547418,0.00031461043],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010910729,0.00044695233,0.0015584136,0.00041588309,0.0018233061,0.00003844504,0.0004438329,0.00008619468,0.00007199877],"category_scores_gemma":[0.00055653864,0.00032847803,0.0002209636,0.000538768,0.00015298915,0.00037978924,0.0005805716,0.0007826385,0.00042271343],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022323416,0.00011924873,0.108500674,0.00014015882,0.0013329671,0.00013793849,0.34418514,0.00022238781,0.0009712998,0.00065621635,0.5427547,0.00075604016],"study_design_scores_gemma":[0.0016631186,0.0014940366,0.46753144,0.00276909,0.0002515289,0.000024417714,0.3942436,0.000033834618,0.00013633716,0.0005390279,0.1306261,0.0006874714],"about_ca_topic_score_codex":0.00008945289,"about_ca_topic_score_gemma":0.00061076984,"teacher_disagreement_score":0.4121286,"about_ca_system_score_codex":0.00044077565,"about_ca_system_score_gemma":0.000053073763,"threshold_uncertainty_score":0.99991673},"labels":[],"label_agreement":null},{"id":"W2604866936","doi":"","title":"Associations between Depression, Employment, and Relationship Status during the Transition into the Workforce: A Gendered Phenomenon?/Associations Entre Dépression, Emploi, et éTat Des Relations Au Cours De la Transition Vers le Marché Du Travail : Un Phénomène Lié Au Genre?","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Workforce; Psychology; Stressor; Wright; Coping (psychology); Transactional leadership; Transactional analysis; Social psychology; Clinical psychology; Psychiatry; Political science","score_opus":0.033305378154761686,"score_gpt":0.32178543332276965,"score_spread":0.28848005516800795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604866936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8202021,0.038709454,0.054778002,0.08449793,0.00046471538,0.0005421056,0.00058873923,0.000022852888,0.00019408204],"genre_scores_gemma":[0.8595171,0.13777886,0.0001703879,0.0005531156,0.0006817979,0.000030980344,0.000038619943,0.000059966304,0.0011691927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947124,0.002906869,0.00091736857,0.00028301252,0.0003401202,0.0008402428],"domain_scores_gemma":[0.994392,0.0036481498,0.0007059382,0.00021437809,0.0003847347,0.0006548184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033808388,0.00032196302,0.00040272097,0.00025585887,0.0070825303,0.00015159126,0.00017536001,0.00039720794,0.000103632454],"category_scores_gemma":[0.000057642694,0.00020592005,0.00016746011,0.00036878083,0.0007681022,0.00047141424,0.000001443132,0.0009391596,0.0000040702976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001112545,0.00005808301,0.53943765,0.000038659062,0.0005321306,0.0000068299923,0.4371468,0.00032983493,0.00009117907,0.0016986252,0.002212673,0.018336242],"study_design_scores_gemma":[0.0033907196,0.000118092496,0.8706341,0.0012626657,0.00040719935,0.000022447823,0.009662754,0.000030970816,0.00001329859,0.09035743,0.023792464,0.00030788867],"about_ca_topic_score_codex":0.010729954,"about_ca_topic_score_gemma":0.06482293,"teacher_disagreement_score":0.42748407,"about_ca_system_score_codex":0.0008228964,"about_ca_system_score_gemma":0.001797399,"threshold_uncertainty_score":0.99585766},"labels":[],"label_agreement":null},{"id":"W2604940757","doi":"10.1002/ajs4.1","title":"Social care and migration policy in Australia: Emerging intersections?","year":2017,"lang":"en","type":"article","venue":"Australian Journal of Social Issues","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Workforce; Project commissioning; Publishing; Scholarship; Service provider; Public relations; Political science; Aged care; Economic growth; Service (business); Sociology; Business; Economics; Marketing; Nursing; Medicine; Law","score_opus":0.12029255472748512,"score_gpt":0.5123744301217559,"score_spread":0.39208187539427075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604940757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93787014,0.00012231224,0.0000011557516,0.060255796,0.000456798,0.00011918939,0.0000061897326,0.000009380902,0.0011590108],"genre_scores_gemma":[0.99040544,0.00015621874,0.000036432626,0.000059335376,0.0029774408,0.000005715463,0.0000021584592,0.000011241878,0.006346014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987872,0.00015858984,0.0004894224,0.00010051952,0.00016767887,0.000296559],"domain_scores_gemma":[0.99904406,0.000027901064,0.00059783977,0.000066042994,0.00020780945,0.00005636283],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00030584208,0.000122001045,0.0003074135,0.00018142442,0.0021824169,0.000051743,0.00015933438,0.00015300523,0.000095437004],"category_scores_gemma":[0.00013516123,0.000111616704,0.000092634094,0.00007392132,0.00016607101,0.00041407568,0.000068890535,0.0005089541,0.000011683847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005671115,0.000027433392,0.7361428,0.00012601083,0.000077869954,0.000021286973,0.22625828,3.1484936e-7,0.00021736644,0.002038047,0.032374185,0.0026596636],"study_design_scores_gemma":[0.00075043505,0.00009934508,0.8657132,0.00017755093,0.000035808152,0.0000019971908,0.09585792,1.064949e-7,0.00007408792,0.0013919427,0.035782352,0.00011530111],"about_ca_topic_score_codex":0.0070011253,"about_ca_topic_score_gemma":0.00596903,"teacher_disagreement_score":0.13040036,"about_ca_system_score_codex":0.00016037334,"about_ca_system_score_gemma":0.000059225054,"threshold_uncertainty_score":0.9996113},"labels":[],"label_agreement":null},{"id":"W2605643521","doi":"10.2139/ssrn.2934610","title":"Future Shock? The Impact of Automation on Canada's Labour Market","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Brain Institute; PricewaterhouseCoopers (Canada)","funders":"","keywords":"Shock (circulatory); Labour economics; Automation; Business; Market impact; Economics; Engineering; Market microstructure; Mechanical engineering; Finance; Order (exchange); Medicine; Internal medicine","score_opus":0.015368336457498665,"score_gpt":0.36397381190396433,"score_spread":0.34860547544646564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605643521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95081764,0.00081608264,0.000021638358,0.028271751,0.0008187498,0.00025650606,0.000020929212,0.000016013322,0.01896067],"genre_scores_gemma":[0.9850619,0.0016451143,0.0000018644376,0.00016829405,0.001143219,0.000008399091,0.0000016763998,0.000014032805,0.011955494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977265,0.00025271619,0.00027997882,0.00009235694,0.000280514,0.0013679344],"domain_scores_gemma":[0.99879694,0.00012734308,0.0005438889,0.00032304155,0.00015715664,0.000051621504],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016310066,0.00012591355,0.00018452185,0.000035728142,0.0029944985,0.000017420156,0.0003998294,0.00007035213,0.0003065781],"category_scores_gemma":[0.00017049545,0.00006723571,0.0001013595,0.000041573516,0.000035770936,0.00009282967,0.000061006784,0.0018400255,0.000007961381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004036105,0.00007137492,0.6107807,0.00003991137,0.00083722506,0.0000054232237,0.0014971201,0.000023927081,0.00005638536,0.15461278,0.19762303,0.03404849],"study_design_scores_gemma":[0.0006428893,0.0002575809,0.9561006,0.00006886623,0.000023562407,0.000010031388,0.003655398,0.000029160352,0.000004585297,0.027938059,0.01117519,0.00009409263],"about_ca_topic_score_codex":0.24797182,"about_ca_topic_score_gemma":0.77383304,"teacher_disagreement_score":0.5258612,"about_ca_system_score_codex":0.0015735829,"about_ca_system_score_gemma":0.0068012127,"threshold_uncertainty_score":0.9988293},"labels":[],"label_agreement":null},{"id":"W2606187926","doi":"10.29173/cjs19415","title":"The Occupational Context of Mismatch: Measuring the Link Between Occupations and Areas of Study to Better Understand Job-Worker Match","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Relevance (law); Context (archaeology); Listing (finance); Test (biology); Field (mathematics); Sociology; Psychology; Economics; Political science; Law; Mathematics","score_opus":0.18351603223307736,"score_gpt":0.41725377942366265,"score_spread":0.2337377471905853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606187926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.859716,0.00037720724,0.000043364755,0.1386234,0.00031400024,0.0003844442,0.000031982523,0.0000014810428,0.0005080898],"genre_scores_gemma":[0.9984726,0.00002416348,0.000013730961,0.00073048146,0.0005491548,0.000008621122,8.4826354e-7,0.000009043757,0.00019138228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828166,0.0006366148,0.00055276643,0.000077303994,0.00017037902,0.0002812733],"domain_scores_gemma":[0.9967438,0.0016534996,0.00070334255,0.00030590186,0.0004567322,0.00013673086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022575422,0.00009791575,0.00030889144,0.0000609899,0.0044779773,0.000018527671,0.0004974009,0.00008060639,0.000033204615],"category_scores_gemma":[0.0005364571,0.00004778176,0.00006742207,0.00003574779,0.00094601995,0.000050580875,0.00008304498,0.00048842403,0.000004010156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004138504,0.0000033471595,0.939456,0.000007328618,0.0002757664,0.0000014136198,0.052773997,0.0000015955262,0.0000024019998,0.0016671408,0.0045920047,0.0011776194],"study_design_scores_gemma":[0.00044939795,0.00012440122,0.9431973,0.00006624886,0.00008683685,0.0000014516436,0.04594117,5.3366193e-7,0.0000025437294,0.0072328066,0.002851982,0.000045301334],"about_ca_topic_score_codex":0.013595344,"about_ca_topic_score_gemma":0.2191956,"teacher_disagreement_score":0.20560026,"about_ca_system_score_codex":0.00010989864,"about_ca_system_score_gemma":0.00072025065,"threshold_uncertainty_score":0.99681807},"labels":[],"label_agreement":null},{"id":"W2606796207","doi":"10.1016/j.socscimed.2017.04.029","title":"Native-immigrant occupational segregation and worker health in the United States, 2004–2014","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immigration; Demographic economics; Occupational safety and health; Human capital; Odds; Occupational segregation; Occupational prestige; Merge (version control); Logistic regression; Psychology; Demography; Medicine; Environmental health; Geography; Socioeconomic status; Sociology; Population; Labour economics; Economics; Economic growth","score_opus":0.09084274578214205,"score_gpt":0.4757890161117721,"score_spread":0.38494627032963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606796207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73890144,0.00032662795,0.00006398217,0.2552105,0.0004523841,0.00054235937,0.000010590804,0.000019350979,0.0044727977],"genre_scores_gemma":[0.9910856,0.0002621125,0.0000054329425,0.007900386,0.0003575925,0.00003424875,0.00003114764,0.000003585322,0.00031989106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984729,0.00025871457,0.00024822177,0.000179837,0.00048262853,0.0003576668],"domain_scores_gemma":[0.99911857,0.00024674737,0.0002642441,0.00013408672,0.00017465644,0.00006172103],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038673496,0.000080903534,0.00016442468,0.0001255171,0.0062862122,0.000017253147,0.00027250135,0.00003737167,0.000058069872],"category_scores_gemma":[0.0006258356,0.00004563142,0.000010539224,0.00035966706,0.0015090228,0.00017635878,0.00006528446,0.00026152525,0.000006144533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032991433,0.000021605585,0.7120538,0.000017553131,0.000004588363,0.0000010591237,0.20037936,5.2871695e-7,0.000009108275,0.018292181,0.057349816,0.0118374275],"study_design_scores_gemma":[0.0006876813,0.00005421039,0.9459916,0.00013303537,0.000003884636,1.6686596e-7,0.01790493,0.000048407044,2.71526e-7,0.005724594,0.02940116,0.000050093055],"about_ca_topic_score_codex":0.014792509,"about_ca_topic_score_gemma":0.004334416,"teacher_disagreement_score":0.25218418,"about_ca_system_score_codex":0.00013624523,"about_ca_system_score_gemma":0.0002695873,"threshold_uncertainty_score":0.99500746},"labels":[],"label_agreement":null},{"id":"W2609720518","doi":"10.3390/ijerph14050470","title":"Does Unstable Employment Have an Association with Suicide Rates among the Young?","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Unemployment; Per capita; Employment protection legislation; Demography; Proxy (statistics); Economics; Demographic economics; Suicide prevention; Poison control; Medicine; Environmental health; Population; Economic growth; Sociology","score_opus":0.11409316579722974,"score_gpt":0.47689482766800917,"score_spread":0.36280166187077945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609720518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968362,0.00020101166,0.000029215458,0.10058831,0.00047649947,0.000315812,0.000052171414,0.0000048955735,0.0014958718],"genre_scores_gemma":[0.9903354,0.0026685123,0.000034584726,0.0005864118,0.00061904365,0.000025654694,0.0000142642475,0.000013572091,0.0057025277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996559,0.0007149543,0.00046239013,0.00015833584,0.001516271,0.00058902666],"domain_scores_gemma":[0.99785125,0.0005077951,0.0007974204,0.00021660846,0.00028633288,0.0003406003],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058754673,0.00010462508,0.00018970008,0.00013738549,0.0027266836,0.000249265,0.0005996706,0.00006134324,0.00030800115],"category_scores_gemma":[0.00048719012,0.00004893036,0.000033815155,0.000026059179,0.0003529153,0.0008921462,0.00029439622,0.000803857,0.000010928126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101474965,0.00019233115,0.98885745,0.0000069874236,0.00015615745,0.000013889076,0.002397475,4.2127425e-7,0.000029879779,0.00039816715,0.0025124343,0.005333313],"study_design_scores_gemma":[0.00087903015,0.0005947294,0.95862114,0.00009241034,0.000003510592,0.000005375795,0.01071539,0.000010678529,0.00002087738,0.0010146274,0.027982956,0.000059250684],"about_ca_topic_score_codex":0.0034684527,"about_ca_topic_score_gemma":0.006148016,"teacher_disagreement_score":0.100001894,"about_ca_system_score_codex":0.0010170763,"about_ca_system_score_gemma":0.00035508978,"threshold_uncertainty_score":0.99857163},"labels":[],"label_agreement":null},{"id":"W2610142594","doi":"10.1108/ijmhsc-09-2015-0035","title":"“I am from nowhere”: identity and self-perceived health status of skilled immigrants employed in low-skilled service sector jobs","year":2017,"lang":"en","type":"article","venue":"International Journal of Migration Health and Social Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immigration; Deskilling; Originality; Identity (music); Population; Psychology; Qualitative research; Demographic economics; Business; Political science; Sociology; Medicine; Economics; Work (physics); Environmental health","score_opus":0.0463037696450079,"score_gpt":0.430903535635002,"score_spread":0.3845997659899941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610142594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750767,0.0022811966,0.000022402766,0.020802345,0.0011019516,0.0004045667,0.00023815293,0.000013258531,0.00005943496],"genre_scores_gemma":[0.9893723,0.0073267617,0.00015616338,0.0023876547,0.000621478,0.000011702173,0.000076574644,0.000015082289,0.000032245836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972868,0.0004699879,0.0011341645,0.00018266725,0.0005665569,0.00035981325],"domain_scores_gemma":[0.99632823,0.00021609057,0.0017975133,0.000106334046,0.0013062422,0.0002455769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056678656,0.00015987396,0.0005832843,0.00018222255,0.0011154478,0.00005103468,0.0002472325,0.00012967631,0.000046688772],"category_scores_gemma":[0.0002607982,0.00014353632,0.00008281241,0.00005922933,0.00005852305,0.00048726398,0.00011778062,0.00040979378,0.0000023756133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003410147,0.000089274225,0.78534836,0.00033656112,0.000118104756,0.0000043056702,0.2108123,0.0000012404535,0.0000383557,0.00019700723,0.0008100649,0.0019034342],"study_design_scores_gemma":[0.0036777242,0.00016616737,0.94669396,0.0006424412,0.000013583773,7.878726e-7,0.047264107,0.000023236238,0.0000036453848,0.0003113114,0.0011021269,0.00010088454],"about_ca_topic_score_codex":0.06719315,"about_ca_topic_score_gemma":0.23859797,"teacher_disagreement_score":0.17140481,"about_ca_system_score_codex":0.00047722098,"about_ca_system_score_gemma":0.0010626488,"threshold_uncertainty_score":0.9390185},"labels":[],"label_agreement":null},{"id":"W2611016506","doi":"10.1080/20021518.2017.1306914","title":"The experience of employment strain and activation among temporary agency workers in Canada","year":2017,"lang":"en","type":"article","venue":"Society Health & Vulnerability","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Fonds Wetenschappelijk Onderzoek; Vlaamse regering; McMaster University","keywords":"Agency (philosophy); Strain (injury); Order (exchange); Labour economics; Demographic economics; Business; Social psychology; Psychology; Sociology; Economics; Medicine","score_opus":0.06677232343400855,"score_gpt":0.409507503501173,"score_spread":0.3427351800671644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611016506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737923,0.00030810334,0.000014094536,0.023891762,0.00033565456,0.0010625046,0.000027066426,0.000014219018,0.0005542859],"genre_scores_gemma":[0.99820405,0.00038387402,0.000045595687,0.0007194064,0.000054563156,0.00022991472,0.0000054039792,0.000009582287,0.00034762835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976284,0.00053519796,0.0007141009,0.00030403514,0.00030152642,0.00051672215],"domain_scores_gemma":[0.99789655,0.0006692531,0.000619016,0.0005958455,0.000086742744,0.00013258685],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002290333,0.00014117543,0.0003017461,0.000008379137,0.0043622423,0.000011785814,0.00024293367,0.00007619535,0.00003237324],"category_scores_gemma":[0.00038802382,0.00010184755,0.000056230958,0.000075758166,0.00041571166,0.00019280172,0.00020242849,0.0005267429,3.477153e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018001063,0.000021163602,0.9659209,0.00018941466,0.000012232904,1.9387501e-7,0.020601625,0.0000015888858,0.000011266737,0.00007480783,0.004909351,0.008239431],"study_design_scores_gemma":[0.00033878753,0.000027134507,0.9473877,0.00015077577,0.000001616198,3.746875e-8,0.050394546,0.000028246935,0.000008681837,0.00049359596,0.0010889642,0.00007990754],"about_ca_topic_score_codex":0.9706295,"about_ca_topic_score_gemma":0.9529242,"teacher_disagreement_score":0.02979292,"about_ca_system_score_codex":0.0009919325,"about_ca_system_score_gemma":0.0027636867,"threshold_uncertainty_score":0.99693394},"labels":[],"label_agreement":null},{"id":"W2613081422","doi":"10.2139/ssrn.2966217","title":"A Policy Brief: Prolonged Precarious Status in Canada","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","score_opus":0.02275176962225138,"score_gpt":0.3654239459395923,"score_spread":0.3426721763173409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613081422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631966,0.0018343015,0.000019729912,0.021387992,0.00058649573,0.0004551731,0.000010477316,0.000017447306,0.012491831],"genre_scores_gemma":[0.98762256,0.0038802382,0.0000054966185,0.00052277994,0.0006313564,0.000039410515,0.0000025850286,0.000024034447,0.007271528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947222,0.0002248684,0.00040550032,0.00017832404,0.00027647294,0.004192671],"domain_scores_gemma":[0.9989648,0.00008307376,0.00039352672,0.0003189735,0.00010152894,0.00013813333],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011215182,0.00015671534,0.00027101886,0.00010491733,0.0022993681,0.000026454678,0.00038842886,0.00007505332,0.000035757686],"category_scores_gemma":[0.0004922594,0.00013070315,0.000046527144,0.00007735886,0.000043164404,0.00017414716,0.00015256944,0.0030639158,0.00001541709],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008423644,0.000017928485,0.96199954,0.0000144241085,0.0000911171,0.00001471996,0.0013847025,0.000002056647,0.000010514315,0.019670984,0.0012155785,0.015494197],"study_design_scores_gemma":[0.0025875757,0.00016318049,0.884799,0.000107480686,0.00002104117,0.000021624812,0.0054500457,0.00001001491,0.0000039956694,0.08343755,0.023164155,0.00023432627],"about_ca_topic_score_codex":0.9810338,"about_ca_topic_score_gemma":0.99948406,"teacher_disagreement_score":0.077200525,"about_ca_system_score_codex":0.007843236,"about_ca_system_score_gemma":0.055387415,"threshold_uncertainty_score":0.99923605},"labels":[],"label_agreement":null},{"id":"W2613563570","doi":"","title":"Labor Violations in Mexico: Can New Trade Agreements Effectuate Change?","year":2017,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Economics; Business; International trade; International economics","score_opus":0.15453462208421107,"score_gpt":0.45923265052919554,"score_spread":0.3046980284449845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613563570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7320983,0.00019312241,0.000048430673,0.18730272,0.0015430178,0.001993662,0.000041179228,0.00014826919,0.076631285],"genre_scores_gemma":[0.978587,0.00012598626,0.00007529428,0.0028165341,0.00042239533,0.00021545976,0.00001320108,0.000015544561,0.017728591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890983,0.000114069735,0.00024886793,0.00018399174,0.00013385015,0.0004093703],"domain_scores_gemma":[0.9992665,0.00010319215,0.00013008017,0.00037323852,0.00002100329,0.000105965184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002295084,0.00012528361,0.00020111755,0.00007267409,0.0014043716,0.000015504964,0.00021044925,0.0000849049,0.0006192602],"category_scores_gemma":[0.00014511496,0.000097574266,0.000033888395,0.00006390189,0.00003051263,0.00015058875,0.0001577522,0.00022261907,0.00021144887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009722098,0.00002314738,0.9597666,0.00002603172,0.000020376945,0.0000024105998,0.0057413997,1.1752192e-7,0.000042770484,0.0019113864,0.026937667,0.0055183326],"study_design_scores_gemma":[0.0011670295,0.000035091507,0.96426606,0.00014055369,0.000012348889,4.952304e-8,0.00046861268,0.000019664098,0.0000327344,0.0010771862,0.032668844,0.00011183768],"about_ca_topic_score_codex":0.012270867,"about_ca_topic_score_gemma":0.06745073,"teacher_disagreement_score":0.24648869,"about_ca_system_score_codex":0.00007293585,"about_ca_system_score_gemma":0.000067431785,"threshold_uncertainty_score":0.9998957},"labels":[],"label_agreement":null},{"id":"W2614113509","doi":"10.1017/s0714980817000198","title":"Work Dissatisfaction and Sleep Problems among Canadians in the Latter Half of Life","year":2017,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.025722001636377133,"score_gpt":0.27625574580180745,"score_spread":0.25053374416543034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614113509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7100975,0.0044150404,0.000009356922,0.27747807,0.0029334177,0.0007160658,0.00009204797,0.000004650799,0.0042538615],"genre_scores_gemma":[0.9912134,0.00093878846,0.000020663378,0.0027332355,0.0008804754,0.00006680409,0.000012364291,0.00005658269,0.004077714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960477,0.00089632,0.00094637583,0.00040307184,0.00017122187,0.0015353605],"domain_scores_gemma":[0.9957651,0.00043820648,0.0008523178,0.0006754185,0.00021996285,0.002049019],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027624606,0.00040554695,0.0005931642,0.00050470536,0.003705772,0.00031692933,0.000649765,0.00027708005,0.0005718903],"category_scores_gemma":[0.0008546962,0.0003499898,0.0001299189,0.00023294156,0.0006152323,0.0003603819,0.000054554966,0.0016433261,0.000013934885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011758979,0.00002431988,0.8947859,0.00037198054,0.0001722963,0.000633408,0.060206026,0.00020037904,0.0000010354913,0.00592526,0.024735479,0.012932184],"study_design_scores_gemma":[0.00064942706,0.00010699212,0.7406267,0.0037949996,0.00009670719,0.0000439785,0.008219505,0.000059323458,3.1203302e-7,0.0004032538,0.24570513,0.00029370698],"about_ca_topic_score_codex":0.9004657,"about_ca_topic_score_gemma":0.99780595,"teacher_disagreement_score":0.2811159,"about_ca_system_score_codex":0.0014684141,"about_ca_system_score_gemma":0.0010385977,"threshold_uncertainty_score":0.9998952},"labels":[],"label_agreement":null},{"id":"W2614467924","doi":"10.4000/interventionseconomiques.3555","title":"The Role of the State towards the Grey Zone of Employment: Eyes on Canada and the United States","year":2017,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.061558974965266154,"score_gpt":0.36130853753073505,"score_spread":0.2997495625654689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614467924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8219439,0.0132600125,0.000017933715,0.15888537,0.0014855921,0.0011293452,0.0005760358,0.000013574945,0.002688263],"genre_scores_gemma":[0.96275085,0.008976461,0.0000070346673,0.00055544707,0.00010470755,0.00016264713,0.000009883204,0.000023012037,0.027409934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683017,0.0015009549,0.000939021,0.00019523731,0.00015475995,0.0003798425],"domain_scores_gemma":[0.99538714,0.0018832431,0.0012406886,0.0010724416,0.00036330914,0.000053152362],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017357841,0.00023120776,0.00038569435,0.000045268087,0.003732689,0.000109567736,0.0010191415,0.00007645247,0.00010203885],"category_scores_gemma":[0.00063897856,0.00009860873,0.0003356847,0.00008070593,0.0024790238,0.00012387136,0.00083579886,0.0005030531,0.000003876421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010824616,0.00051109947,0.22041672,0.0011130705,0.003919489,0.0000027833548,0.043970816,0.00018084924,0.000013174769,0.47777396,0.06885862,0.18215695],"study_design_scores_gemma":[0.0021844788,0.00043359166,0.36223263,0.004807121,0.00047703495,0.000001609525,0.02550299,0.00055620295,0.001176969,0.11129717,0.49104038,0.0002898125],"about_ca_topic_score_codex":0.9278749,"about_ca_topic_score_gemma":0.954606,"teacher_disagreement_score":0.42218176,"about_ca_system_score_codex":0.00014641635,"about_ca_system_score_gemma":0.00032031452,"threshold_uncertainty_score":0.9975643},"labels":[],"label_agreement":null},{"id":"W2614709157","doi":"","title":"10 minimum wage would result in the wages of more than a quarter of private sector employees being set directly by Whitehall","year":2017,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Private sector; Labour economics; Wage; Set (abstract data type); Business; Economics; Computer science; Economic growth","score_opus":0.05682054531959901,"score_gpt":0.3886648744537103,"score_spread":0.33184432913411127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614709157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268046,0.00011650139,0.0000025566528,0.017819874,0.00012666597,0.0006346453,0.00010628971,0.000038959708,0.054349903],"genre_scores_gemma":[0.98279804,0.00007234281,0.00004685918,0.0003480377,0.00007994359,0.0000911023,0.000021235635,0.00002190676,0.016520534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803597,0.00032918944,0.00064464635,0.00025380362,0.0003081187,0.00042827954],"domain_scores_gemma":[0.9981029,0.0005035222,0.0004571439,0.00077829335,0.0001159733,0.00004214047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952066,0.00019875613,0.0004385622,0.00008249731,0.000631514,0.000015450518,0.0005878715,0.00022136836,0.0004822703],"category_scores_gemma":[0.0002535939,0.00011714202,0.00009412879,0.00008749022,0.00018481637,0.00015498138,0.00025858067,0.00046185736,0.000030567226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001671391,0.00013733057,0.78914565,0.00027027726,0.00008884939,0.000004281624,0.048697308,1.4280234e-7,0.0023743487,0.0004921455,0.15836775,0.00025477997],"study_design_scores_gemma":[0.0017346366,0.00043349556,0.9453677,0.0006827376,0.000059263108,2.4490706e-7,0.016265385,0.0000071866166,0.0024099424,0.00065330847,0.032101236,0.00028486698],"about_ca_topic_score_codex":0.0013683345,"about_ca_topic_score_gemma":0.0027008848,"teacher_disagreement_score":0.15622206,"about_ca_system_score_codex":0.000022690578,"about_ca_system_score_gemma":0.00003364646,"threshold_uncertainty_score":0.52805215},"labels":[],"label_agreement":null},{"id":"W2614789254","doi":"10.4000/interventionseconomiques.3439","title":"Aziz Choudry et Adrian A. Smith, Unfree Labour?  Struggles of Migrant and Immigrant Workers in Canada, PM Press, 2016, 224 p.","year":2017,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Immigration; Migrant workers; Political science; Sociology; Economic history; Economics; Law; Economic growth","score_opus":0.07303155079862046,"score_gpt":0.3724011203072527,"score_spread":0.29936956950863225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614789254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88038015,0.067962214,0.000044102213,0.043435607,0.0023905903,0.0009668793,0.0014358857,0.00003475922,0.0033497976],"genre_scores_gemma":[0.9586388,0.011800195,0.00031251163,0.00018846299,0.00021987515,0.00017383415,0.00002298035,0.000047548096,0.028595794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965706,0.0007604983,0.001410513,0.00047565342,0.0001180577,0.0006647049],"domain_scores_gemma":[0.99729884,0.000495357,0.0010215131,0.000804555,0.00018678435,0.00019292811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009809439,0.00037859433,0.0008129599,0.00016539094,0.0007428855,0.00009329167,0.00055509614,0.000254559,0.00050621916],"category_scores_gemma":[0.00037374836,0.0003751015,0.00031044352,0.0000554328,0.0005564813,0.0005622211,0.00060702633,0.0006912425,0.000015082785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012938639,0.00026732005,0.8615061,0.002762865,0.00048062182,0.000028395278,0.004461758,0.000013402277,0.0000091331485,0.010005746,0.099652015,0.020683272],"study_design_scores_gemma":[0.0014777014,0.00016558127,0.86962086,0.015442332,0.0001317147,0.0000020929465,0.007610181,0.000057505,0.00008220766,0.0033893236,0.10165763,0.00036289875],"about_ca_topic_score_codex":0.99333376,"about_ca_topic_score_gemma":0.9986973,"teacher_disagreement_score":0.07825863,"about_ca_system_score_codex":0.0005480595,"about_ca_system_score_gemma":0.0012960583,"threshold_uncertainty_score":0.9998701},"labels":[],"label_agreement":null},{"id":"W2615218216","doi":"","title":"An existential perspective on the role of human agency in the retraining of immigrant skilled workers in Canada","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Existentialism; Retraining; Perspective (graphical); Agency (philosophy); Immigration; Sociology; Political science; Labour economics; Psychology; Social science; Law; Economics; Computer science; Artificial intelligence","score_opus":0.03360170056028565,"score_gpt":0.3591193641689844,"score_spread":0.3255176636086987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615218216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8091024,0.0004746724,1.3910953e-7,0.0005025851,0.00013247997,0.0004805474,0.000020902055,0.0000040101186,0.18928225],"genre_scores_gemma":[0.99758786,0.000084904204,0.000009266744,0.000012603005,0.00002504768,0.0000022025563,0.000051434406,0.000009974851,0.0022167307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984739,0.00051909266,0.00020956899,0.00018682393,0.00039151058,0.00021911008],"domain_scores_gemma":[0.9987629,0.00017899892,0.00050071906,0.00028367428,0.00024110115,0.00003261842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056271785,0.00014611268,0.00041428048,0.000063839325,0.0003001336,0.0000010863735,0.00043535916,0.00013549917,0.0014861828],"category_scores_gemma":[0.00004850013,0.000116131516,0.00008139553,0.000105103674,0.00006718435,0.00008145428,0.000035873756,0.00038477703,6.215455e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005689391,0.00010024172,0.04625304,0.00010202429,0.0001063244,0.000008028332,0.94654775,0.000005350225,0.00021457813,0.0036397055,0.0012077083,0.0012463208],"study_design_scores_gemma":[0.00036795525,0.00009458634,0.44141096,0.00026952257,0.000029491895,1.5783352e-8,0.5576015,0.000007925079,0.0000035856851,0.00013077169,0.00002713918,0.000056537396],"about_ca_topic_score_codex":0.99887806,"about_ca_topic_score_gemma":0.99982494,"teacher_disagreement_score":0.39515793,"about_ca_system_score_codex":0.0012152521,"about_ca_system_score_gemma":0.0009327604,"threshold_uncertainty_score":0.9994266},"labels":[],"label_agreement":null},{"id":"W2616085456","doi":"","title":"Spain has reason to be concerned at its latest unemployment figures","year":2015,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Unemployment rate; Full employment; Economics; Labour economics; Misery index; Keynesian economics; History; Macroeconomics","score_opus":0.2114126930728915,"score_gpt":0.45989793227509,"score_spread":0.2484852392021985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616085456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089496,0.0004669749,0.000002337689,0.07405536,0.0004098486,0.001027204,0.0005266091,0.00002331626,0.014538721],"genre_scores_gemma":[0.99266887,0.0015644041,0.0004943423,0.0024676824,0.00051335007,0.000055094693,0.000018128958,0.00003310167,0.0021850506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99153155,0.00036333088,0.0016504864,0.0013587851,0.00064935087,0.0044465074],"domain_scores_gemma":[0.9867512,0.001754016,0.00031683643,0.00074073893,0.0014693167,0.008967872],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.011912775,0.00043383578,0.0010663979,0.0009128647,0.0017096614,0.00029501255,0.0012874537,0.00026684333,0.00037855326],"category_scores_gemma":[0.009352202,0.00037199917,0.00013095893,0.00087196287,0.0071330965,0.0009636473,0.0025770469,0.00089186354,0.00018357449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024735494,0.00017251687,0.10801278,0.000089868496,0.000026400672,0.0000028694515,0.0002752042,0.000045216468,0.00045162375,0.88833976,0.002013027,0.0003233973],"study_design_scores_gemma":[0.010002422,0.0063449056,0.413293,0.00090166426,0.00013579242,0.000041929732,0.0130439075,0.016092615,0.010339829,0.20096773,0.32621524,0.0026209576],"about_ca_topic_score_codex":0.0074173114,"about_ca_topic_score_gemma":0.0025001839,"teacher_disagreement_score":0.687372,"about_ca_system_score_codex":0.0023240503,"about_ca_system_score_gemma":0.006426419,"threshold_uncertainty_score":0.9998732},"labels":[],"label_agreement":null},{"id":"W2616172004","doi":"10.4000/interventionseconomiques.3526","title":"The Great Recession and New U.S. Automobile Employment Norms: Financial Rationale in the ‘Employment Grey Zone’","year":2017,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.1391012050648239,"score_gpt":0.41575534682936166,"score_spread":0.27665414176453773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616172004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5026308,0.048189837,0.000623283,0.42968193,0.006602896,0.0039184685,0.00016015577,0.00011227414,0.008080393],"genre_scores_gemma":[0.6129157,0.03801853,0.00046165063,0.002572919,0.0030353765,0.002401722,0.0000811639,0.00009044084,0.34042248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638146,0.0010243661,0.0012236594,0.0005014747,0.00018684151,0.00068221905],"domain_scores_gemma":[0.9969751,0.0009850803,0.00075473904,0.0009725696,0.00016330792,0.00014917855],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023517176,0.0003744814,0.0004392215,0.000116322575,0.0056665163,0.0005680442,0.0008758167,0.0002903584,0.0006865038],"category_scores_gemma":[0.0008071221,0.00024181028,0.00037233945,0.00008232795,0.00065351196,0.00078857696,0.00075990456,0.0007917467,0.000189901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016059956,0.00050071155,0.15432954,0.0003536338,0.0001788327,0.00001947917,0.011719289,0.000006109571,0.0000065285267,0.07265859,0.4562958,0.3037709],"study_design_scores_gemma":[0.0011606442,0.0003912432,0.35671774,0.0030625432,0.00009555674,0.0000052205587,0.0018855742,0.000048216567,0.000027326052,0.019417508,0.6169235,0.0002649167],"about_ca_topic_score_codex":0.017701851,"about_ca_topic_score_gemma":0.14417683,"teacher_disagreement_score":0.427109,"about_ca_system_score_codex":0.00038673988,"about_ca_system_score_gemma":0.00035935096,"threshold_uncertainty_score":0.995628},"labels":[],"label_agreement":null},{"id":"W2616632524","doi":"10.1093/esr/jcy045","title":"Contingent Employment and Labour Market Pathways: Bridge or Trap?","year":2018,"lang":"en","type":"article","venue":"European Sociological Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Department of Social Services, Australian Government; Australian Research Council; Queen's University Belfast; Australian Government","keywords":"Casual; Trap (plumbing); Bridge (graph theory); Economics; Labour economics; Demographic economics; Political science; Biology; Geography","score_opus":0.22432959979571082,"score_gpt":0.43589635192017895,"score_spread":0.21156675212446813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616632524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4187608,0.19618556,0.000087968765,0.029292151,0.0009874711,0.0033770287,0.00010061818,0.0006505077,0.3505579],"genre_scores_gemma":[0.49552396,0.4124261,0.00022599853,0.06302936,0.0019961328,0.00015691473,0.000020496544,0.00006411879,0.026556922],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99549216,0.002780327,0.0006505347,0.00039658,0.00016186429,0.000518547],"domain_scores_gemma":[0.9986787,0.0005376405,0.0002303562,0.00024746428,0.0001435707,0.00016227266],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028310136,0.00023179753,0.0005646905,0.000015995298,0.0008416098,0.00000844943,0.00019909159,0.00006995585,0.0053654606],"category_scores_gemma":[0.0011673227,0.000128532,0.00010448228,0.000101031816,0.00034311067,0.00004044459,0.0004039677,0.00038516743,0.0013951021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010187746,0.00011457828,0.06428725,0.0024247644,0.000120267905,0.000083633226,0.002900938,1.3272642e-9,0.000048272173,0.006771288,0.8250383,0.09810883],"study_design_scores_gemma":[0.0002870417,0.0002838401,0.35682273,0.0016880316,0.0000335549,0.0000014903187,0.00012665564,1.4092943e-7,4.2651016e-7,0.00017599664,0.64044917,0.00013094195],"about_ca_topic_score_codex":0.000008924326,"about_ca_topic_score_gemma":0.000008700222,"teacher_disagreement_score":0.32400095,"about_ca_system_score_codex":0.000041437852,"about_ca_system_score_gemma":0.000033683664,"threshold_uncertainty_score":0.99938244},"labels":[],"label_agreement":null},{"id":"W2618483462","doi":"","title":"The workers vs. temporary labour recruitment agencies: Contextualizing immigrant workers' struggles against temp agencies in Canada","year":2012,"lang":"en","type":"article","venue":"The Second ISA Forum of Sociology (August 1-4, 2012)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Labour economics; Demographic economics; Migrant workers; Political science; Business; Economic growth; Economics; Law","score_opus":0.06872278224988623,"score_gpt":0.3454121537440447,"score_spread":0.2766893714941585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618483462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512188,0.021345994,0.0000031679936,0.011645138,0.0022735195,0.001682724,0.00018894127,0.000052250798,0.011589489],"genre_scores_gemma":[0.9712365,0.0010535232,0.000020256579,0.0043468093,0.00031427384,0.00047915053,0.00004031435,0.00004825056,0.022460887],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9950072,0.0013470268,0.0012074565,0.00032331402,0.0003179104,0.001797091],"domain_scores_gemma":[0.9955858,0.0027361787,0.00074635696,0.0006286004,0.00013290375,0.0001701711],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002428091,0.0004248567,0.00076023047,0.000086617336,0.0022726357,0.000009719974,0.00074225344,0.00031598535,0.0011266551],"category_scores_gemma":[0.00018287775,0.00024861298,0.00018376349,0.0002199306,0.0010361292,0.00030696587,0.00050001265,0.0010761443,0.00007187103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013572945,0.000025179246,0.68098,0.00010098285,0.00028099024,0.0000031386046,0.03836344,0.0000033996048,0.00011450036,0.0028471278,0.27646914,0.0006763577],"study_design_scores_gemma":[0.00069239433,0.000058150206,0.2649237,0.00017836785,0.000028588669,9.4632765e-7,0.53579867,0.000002766262,0.000068728405,0.0007747147,0.1972108,0.00026221032],"about_ca_topic_score_codex":0.34921452,"about_ca_topic_score_gemma":0.7750544,"teacher_disagreement_score":0.49743518,"about_ca_system_score_codex":0.0010076464,"about_ca_system_score_gemma":0.0018932217,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2619372665","doi":"10.1108/rbf-09-2016-0056","title":"Financial threat and individuals’ willingness to change financial behavior","year":2017,"lang":"en","type":"article","venue":"Review of Behavioral Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton; York University","funders":"","keywords":"Finance; Debt; Financial literacy; Credit card; Psychology; Anxiety; Health and Retirement Study; Recession; Structural equation modeling; Economics; Macroeconomics","score_opus":0.16985469004618925,"score_gpt":0.47985418939800273,"score_spread":0.3099994993518135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619372665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459254,0.047317494,0.000007225169,0.002825897,0.00086841657,0.0025180106,0.00020520735,0.000036327394,0.00029603593],"genre_scores_gemma":[0.85757524,0.13487571,0.0005127384,0.0023354362,0.0006711432,0.0028278932,0.000027690832,0.000044927616,0.0011292314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979875,0.000076859484,0.00069732015,0.0004150808,0.00029792506,0.0005253049],"domain_scores_gemma":[0.99826604,0.000043325435,0.0006292857,0.00072961225,0.00024545914,0.00008629864],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00059671816,0.0002830443,0.0008742682,0.000049719732,0.0015163175,0.000011996051,0.00046319142,0.0001767486,0.000082325554],"category_scores_gemma":[0.0002707637,0.00024426577,0.00012659383,0.00012419965,0.0001779959,0.00029039354,0.0005625515,0.00034408827,0.00006753166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014949074,0.00012839398,0.82957333,0.0029721535,0.0000028254103,0.000014898889,0.0011806558,6.1885284e-9,0.000027190768,0.0022508176,0.008680742,0.15515403],"study_design_scores_gemma":[0.00039528328,0.0002051306,0.8831896,0.014410681,0.00015462264,0.0000012636118,0.000022933747,9.043865e-8,0.000029878971,0.00014941584,0.10118217,0.00025891102],"about_ca_topic_score_codex":0.00053307,"about_ca_topic_score_gemma":0.00034920292,"teacher_disagreement_score":0.15489513,"about_ca_system_score_codex":0.000045837587,"about_ca_system_score_gemma":0.00013018258,"threshold_uncertainty_score":0.9997836},"labels":[],"label_agreement":null},{"id":"W2619469498","doi":"10.1787/72275f0b-en","title":"Reforms for more and better quality jobs in Spain","year":2017,"lang":"en","type":"paratext","venue":"OECD Economics Department working papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Poverty; Labour economics; Quality (philosophy); Inequality; Quarter (Canadian coin); Business; Youth unemployment; Active labour market policies; Job training; Economics; Economic growth; Vocational education","score_opus":0.09023432047900384,"score_gpt":0.4094938834702862,"score_spread":0.31925956299128233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619469498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3594714,0.0025306072,0.000005390439,0.016106974,0.007550046,0.0042878953,0.0006709292,0.00006922312,0.6093075],"genre_scores_gemma":[0.3740454,0.026338043,0.0009777591,0.014112589,0.005779856,0.006789844,0.004804303,0.00048854796,0.5666636],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970399,0.00016367182,0.0010125808,0.00077546627,0.00008533265,0.0009230328],"domain_scores_gemma":[0.99768686,0.00057343236,0.00092251453,0.0006622926,0.000022168788,0.00013273138],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012715342,0.0005135154,0.0010512514,0.00015113642,0.0014430957,0.00006427784,0.00033824236,0.0006210064,0.0005295596],"category_scores_gemma":[0.000043893953,0.000457589,0.00019368026,0.000018646011,0.0001825302,0.000085048596,0.0003634596,0.0006790446,0.0007196075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006316847,0.00011325397,0.6594067,0.0017828516,0.0009316341,0.000006889185,0.0040177647,0.00005125105,0.000009290322,0.0029024582,0.27493775,0.055208467],"study_design_scores_gemma":[0.0014608612,0.000056474026,0.037523963,0.00048179022,0.000046807603,2.7361017e-7,0.00048537028,0.000010122107,0.0000021913336,0.00044317654,0.95895344,0.00053554925],"about_ca_topic_score_codex":0.00026790902,"about_ca_topic_score_gemma":0.003966341,"teacher_disagreement_score":0.68401563,"about_ca_system_score_codex":0.0007681263,"about_ca_system_score_gemma":0.00015779083,"threshold_uncertainty_score":0.9998569},"labels":[],"label_agreement":null},{"id":"W2619645029","doi":"","title":"Promoting Well-Being in the Workforce","year":2017,"lang":"en","type":"article","venue":"Sigma Theta Tau International's 28th International Nursing Research Congress","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Workforce; Business; Economic growth; Economics","score_opus":0.13878418977075588,"score_gpt":0.5273837667233301,"score_spread":0.3885995769525742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619645029","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19854094,0.00012216934,0.00004395494,0.14126185,0.00790499,0.0010748111,0.000022416029,0.00007800398,0.6509509],"genre_scores_gemma":[0.9556733,0.00021051418,0.00006178571,0.00058724196,0.001994898,0.00037985062,0.00006101772,0.000049499464,0.040981926],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938785,0.0010865292,0.0008185931,0.00066049455,0.002497408,0.0010585034],"domain_scores_gemma":[0.99490696,0.0019762495,0.00052347645,0.0009526696,0.0015241518,0.0001164983],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0064484626,0.0002908109,0.0003062944,0.00059475534,0.003916825,0.00061183446,0.0042135427,0.00018766464,0.000806993],"category_scores_gemma":[0.0037141142,0.00021878767,0.0001498513,0.00021169249,0.00082240265,0.0008884712,0.00077489775,0.0019438998,0.00035350717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050216407,0.0005678427,0.5197957,0.00006784573,0.00028387434,0.00018334648,0.050920714,0.000028785716,0.00038553236,0.30579993,0.06155031,0.05991391],"study_design_scores_gemma":[0.0046598585,0.00018535698,0.31030336,0.009781722,0.000038148188,0.000034601675,0.020151006,0.0052192477,0.0003706001,0.28436905,0.36406022,0.00082679855],"about_ca_topic_score_codex":0.00048615743,"about_ca_topic_score_gemma":0.0003648612,"teacher_disagreement_score":0.75713235,"about_ca_system_score_codex":0.0008484854,"about_ca_system_score_gemma":0.00018628183,"threshold_uncertainty_score":0.99737996},"labels":[],"label_agreement":null},{"id":"W2620764485","doi":"10.1111/soc4.12483","title":"Toward a critical politics of precarity","year":2017,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":281,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Sociology; Politics; Normative; Value (mathematics); Precarious work; Wage labour; Work (physics); Positive economics; Political economy; Gender studies; Political science; Economics; Law","score_opus":0.2041664843227234,"score_gpt":0.5065894152004465,"score_spread":0.3024229308777231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620764485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8884663,0.00026051165,0.00014022646,0.052595664,0.0015792972,0.00021427317,0.00004261764,0.000057162917,0.056643944],"genre_scores_gemma":[0.9978754,0.00002097658,0.000119573844,0.0006078808,0.00038745668,0.000038367376,0.0000045508473,0.000007956577,0.00093787204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876827,0.00032682845,0.00027934538,0.00014334613,0.00007905283,0.00040315907],"domain_scores_gemma":[0.998352,0.00087186403,0.00015378503,0.00036644502,0.0001944147,0.00006149766],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034096104,0.000088948844,0.00034148313,0.000020830352,0.0019427334,0.000002704709,0.00028592977,0.00022152309,0.00021633622],"category_scores_gemma":[0.0010557624,0.00007512433,0.00007404099,0.000008235446,0.0013931448,0.000047119654,0.00033212377,0.00040946543,0.00009159577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008827744,0.0000320857,0.6145777,0.0001017745,0.000041525393,0.0000017911675,0.006716223,5.11726e-8,0.000026440512,0.36111355,0.017333442,0.000046584883],"study_design_scores_gemma":[0.0004470037,0.00007013881,0.8510292,0.000044345645,0.00003144576,3.2276355e-7,0.002079432,0.000010267775,0.000020871206,0.13570043,0.010482305,0.0000842188],"about_ca_topic_score_codex":0.0004053168,"about_ca_topic_score_gemma":0.000045585504,"teacher_disagreement_score":0.2364515,"about_ca_system_score_codex":0.000041382296,"about_ca_system_score_gemma":0.00009831981,"threshold_uncertainty_score":0.9993566},"labels":[],"label_agreement":null},{"id":"W2621618688","doi":"","title":"Work, Information Technology and Restructuring the Canadian Context: The Call Center Industry","year":2003,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Context (archaeology); Work (physics); Center (category theory); Information technology; Business; Political science; Engineering; Geography; Finance","score_opus":0.03258091785975893,"score_gpt":0.3294755668130246,"score_spread":0.29689464895326567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621618688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67472804,0.00014384171,0.000008940883,0.11452719,0.00040487666,0.00057740667,0.000004609439,0.00005549147,0.2095496],"genre_scores_gemma":[0.98883665,0.000014545286,0.000013433441,0.0066965017,0.0000294319,0.00004684251,0.0000015566138,0.0000035737364,0.004357479],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935687,0.00009040522,0.00016436784,0.000053646025,0.000060813814,0.00027389132],"domain_scores_gemma":[0.99961317,0.00008997905,0.000047994174,0.00014964149,0.000052440926,0.000046781155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002402279,0.00006506019,0.00006412538,0.00008252396,0.0016398766,0.0000144538235,0.00009065929,0.00021914789,0.00014332196],"category_scores_gemma":[0.00013993977,0.0000303113,0.000009207288,0.0001754825,0.00011400639,0.00008653062,0.000053139072,0.00073151104,0.00004589406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002222281,8.256517e-7,0.848937,0.0000058339024,0.000012534517,3.4287584e-7,0.002657041,2.1920005e-7,2.1341756e-7,0.11282264,0.032037474,0.003523708],"study_design_scores_gemma":[0.00023243584,0.000006408254,0.24075274,0.000026997683,0.0000046953237,0.0000017464189,0.010175829,8.288697e-7,0.000006060612,0.0019423545,0.7468001,0.000049778897],"about_ca_topic_score_codex":0.031026775,"about_ca_topic_score_gemma":0.4531643,"teacher_disagreement_score":0.7147626,"about_ca_system_score_codex":0.000066145054,"about_ca_system_score_gemma":0.000116377014,"threshold_uncertainty_score":0.99965984},"labels":[],"label_agreement":null},{"id":"W2623440938","doi":"","title":"The stabilizing role of unemployment benefits in Poland","year":2016,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Economics; Macroeconomics","score_opus":0.036178143678182,"score_gpt":0.33092701531700996,"score_spread":0.29474887163882796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623440938","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71252793,0.28258303,3.5656913e-7,0.0033315697,0.000052213145,0.00025914924,0.00002018489,0.0000013199643,0.0012242807],"genre_scores_gemma":[0.35189122,0.64787656,0.000012006445,0.00008656245,0.000012092632,0.000024413632,2.8439192e-7,0.0000031342786,0.00009370859],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992738,0.000029749035,0.00045526857,0.00009166177,0.00001670537,0.00013282549],"domain_scores_gemma":[0.99929094,0.00027716908,0.00025247646,0.0001383623,0.000031561707,0.000009510196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004986272,0.000056267047,0.00026099535,0.0000127696985,0.0000939335,6.5534726e-7,0.00006607832,0.000022252858,0.0000069786015],"category_scores_gemma":[0.000053821703,0.00002972803,0.000029702323,0.000029484567,0.000048107664,0.000031863347,0.00007058254,0.000039240684,0.0000027653698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017753368,0.00002045931,0.38166294,0.0016944151,0.000016210312,5.892698e-8,0.00030242986,0.0000013173332,0.00002685432,0.34865683,0.0003348822,0.26726586],"study_design_scores_gemma":[0.0007859304,0.000098298035,0.22984403,0.022673469,0.000016748865,2.1576297e-7,0.00021925804,0.000017421737,0.00008806277,0.014203321,0.7319052,0.00014802987],"about_ca_topic_score_codex":0.000059314483,"about_ca_topic_score_gemma":0.00035030238,"teacher_disagreement_score":0.73157036,"about_ca_system_score_codex":0.000022321976,"about_ca_system_score_gemma":0.00003535199,"threshold_uncertainty_score":0.12122739},"labels":[],"label_agreement":null},{"id":"W2624901735","doi":"10.1111/capa.12213","title":"The conundrum of absenteeism in the Canadian public service: A wicked problem perspective","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Absenteeism; Government (linguistics); Perspective (graphical); Public service; Service (business); Public economics; Public policy; Public administration; Public sector; Political science; Public relations; Business; Economics; Economic growth; Marketing; Management; Law","score_opus":0.09699843610653042,"score_gpt":0.40278195717916243,"score_spread":0.305783521072632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624901735","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08960262,0.000104716375,0.0000016563345,0.7866998,0.00035754032,0.0012317293,0.00009395379,0.000014771142,0.12189323],"genre_scores_gemma":[0.9936718,0.000021355892,0.00000900437,0.0034693135,0.00019625784,0.00031381834,0.00006183155,0.000016448366,0.0022401991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781287,0.00035117957,0.000436936,0.00024519287,0.0002690939,0.00088471634],"domain_scores_gemma":[0.9974216,0.00022076537,0.00035868675,0.00072531286,0.00079554954,0.00047804957],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014112318,0.00016252277,0.00018527602,0.00022039253,0.0081455875,0.0002954621,0.00086336996,0.00018998151,0.00014005454],"category_scores_gemma":[0.00084199355,0.00011067657,0.00004856394,0.00026579585,0.00038448678,0.00040837258,0.000044555592,0.00050933455,0.00006167888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007567645,0.000016173426,0.11666239,0.000028199036,0.00003945857,0.000013185771,0.0064787264,2.1925661e-8,0.0000016338605,0.8508976,0.025323708,0.0005313264],"study_design_scores_gemma":[0.00054575637,0.000070701,0.24813092,0.00005033154,0.000014143377,0.0000039313686,0.05610131,0.000031428255,0.0000015653013,0.008140304,0.6867349,0.00017468141],"about_ca_topic_score_codex":0.8539121,"about_ca_topic_score_gemma":0.9999433,"teacher_disagreement_score":0.9040691,"about_ca_system_score_codex":0.0011320447,"about_ca_system_score_gemma":0.015046525,"threshold_uncertainty_score":0.99314564},"labels":[],"label_agreement":null},{"id":"W2626643353","doi":"","title":"The Effect of Unions on Wages: With a focus on the Canadian Health Care Industry","year":2009,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Labour economics; Health care; Economics; Business; Economic growth","score_opus":0.0711309943744505,"score_gpt":0.4101860936047545,"score_spread":0.33905509923030397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626643353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55647534,0.00009718852,0.0000012569706,0.26405278,0.00004947671,0.0014081876,0.0000797403,0.000021987806,0.17781404],"genre_scores_gemma":[0.99497825,0.00007138333,0.000005602275,0.00025450005,0.000033268105,0.0000023308446,0.000006567876,0.000006887054,0.0046412055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692225,0.0015916546,0.000105436586,0.0001668098,0.0005973148,0.00061651715],"domain_scores_gemma":[0.9972026,0.0017969514,0.00009607443,0.00041686842,0.0002757927,0.00021173709],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00181834,0.0000978051,0.00020035324,0.00024073683,0.005951822,0.0000060957286,0.00047070291,0.0001469006,0.000082418206],"category_scores_gemma":[0.00019576123,0.000055850753,0.00005019601,0.00052232825,0.0004056762,0.000038483657,0.00007688207,0.0015655274,0.000031795586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002538116,0.00007080639,0.3649689,0.00019539082,0.00018625155,0.000046454606,0.02541681,0.000013897255,0.000010172537,0.25133103,0.33293864,0.024567856],"study_design_scores_gemma":[0.001548383,0.008593928,0.75342685,0.0006961363,0.000018349147,3.6868394e-7,0.06914588,0.0000051230936,0.00006540377,0.00045065174,0.16591401,0.0001349348],"about_ca_topic_score_codex":0.11025219,"about_ca_topic_score_gemma":0.71111816,"teacher_disagreement_score":0.60086596,"about_ca_system_score_codex":0.00049898674,"about_ca_system_score_gemma":0.0009018468,"threshold_uncertainty_score":0.9953423},"labels":[],"label_agreement":null},{"id":"W2633842043","doi":"","title":"Migrant access to social protection under Bilateral Labour Agreements a review of 120 countries and nine bilateral arrangements","year":2017,"lang":"en","type":"review","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social protection; Social security; Legislation; Political science; Business; Economic growth; Migrant workers; Law; Economics","score_opus":0.2828941153314711,"score_gpt":0.5325966412061021,"score_spread":0.249702525874631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2633842043","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003519647,0.9755504,6.235952e-7,0.0034101487,0.000635345,0.009463412,0.0004453678,0.000033398162,0.006941637],"genre_scores_gemma":[0.0001912137,0.9886165,0.000012804547,0.00049618294,0.00036522903,0.0021422214,0.0000706936,0.000067426336,0.008037678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956022,0.0009442111,0.001476467,0.00069581,0.00036666484,0.00091462716],"domain_scores_gemma":[0.99793845,0.00021121479,0.00084427395,0.00057134946,0.00028633984,0.00014836463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002742923,0.00043500712,0.0021001927,0.00053589337,0.0011994614,0.00007730584,0.0006804737,0.0003631459,0.00032231916],"category_scores_gemma":[0.00029723684,0.00034972094,0.00022919425,0.00019595565,0.00025021323,0.00021322932,0.0011585176,0.0010526838,0.000034647783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076898505,0.000055482127,0.0035477683,0.14999141,0.0003881525,0.0000073524116,0.0006895989,2.3446148e-7,5.7450643e-7,0.00006614832,0.0018305136,0.8433459],"study_design_scores_gemma":[0.00051033456,0.00010370182,0.0042916615,0.07691607,0.00008327614,0.0000013651647,0.00008531193,8.915033e-7,2.24046e-7,0.00008188699,0.91763854,0.0002867186],"about_ca_topic_score_codex":0.00056011876,"about_ca_topic_score_gemma":0.0008213175,"teacher_disagreement_score":0.915808,"about_ca_system_score_codex":0.0007243193,"about_ca_system_score_gemma":0.00054765004,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W2666856759","doi":"10.1016/j.gaceta.2017.04.004","title":"The theft of well-being: a comment on Zunzunegui et al.","year":2017,"lang":"en","type":"letter","venue":"Gaceta Sanitaria","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"MEDLINE; Business; Political science; Law","score_opus":0.05907608594636855,"score_gpt":0.39269931515719797,"score_spread":0.33362322921082943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2666856759","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020303664,0.0003632355,0.0000027617673,0.74233454,0.0029330642,0.00096129935,0.00004610516,0.000060049235,0.2530959],"genre_scores_gemma":[0.003434195,0.0009483328,0.000021999884,0.9496579,0.0018638188,0.00027325444,0.00017863342,0.0000976375,0.043524228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962491,0.001069696,0.0007609871,0.0004560751,0.000638875,0.00082529517],"domain_scores_gemma":[0.99459445,0.0024227572,0.0009889163,0.0017327954,0.00020910334,0.000051981824],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014350058,0.0004702055,0.00074576656,0.00009004944,0.0030683372,0.000038348822,0.0010783159,0.00057576323,0.00048733782],"category_scores_gemma":[0.0003740945,0.00029056697,0.00026406586,0.000051103252,0.00027014082,0.000057876077,0.0006248464,0.003761448,0.00093216164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052421132,0.000029712806,0.002414904,0.00013714391,0.00032006035,0.000029183111,0.0019775815,1.805286e-7,0.0000027294557,0.008299753,0.98654133,0.00019499222],"study_design_scores_gemma":[0.0006384907,0.00015361875,0.0026059775,0.00073281187,0.000118787226,6.948682e-7,0.00040160958,0.0000012047437,0.000004141773,0.004964055,0.99009633,0.00028230666],"about_ca_topic_score_codex":0.0010137209,"about_ca_topic_score_gemma":0.00039036348,"teacher_disagreement_score":0.20957169,"about_ca_system_score_codex":0.00012369527,"about_ca_system_score_gemma":0.00019757598,"threshold_uncertainty_score":0.99995464},"labels":[],"label_agreement":null},{"id":"W2687947382","doi":"10.1017/s0144686x17000642","title":"The legal implications of dementia in the workplace: establishing a cross-disciplinary research agenda","year":2017,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Legislation; Legislature; Context (archaeology); Discipline; Argument (complex analysis); Political science; Public relations; Psychology; Sociology; Public administration; Medicine; Law; Geography; Disease","score_opus":0.17823749450294502,"score_gpt":0.5229897148858106,"score_spread":0.34475222038286557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2687947382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94489765,0.0013090399,0.000017586506,0.03088208,0.00013828256,0.00034578828,0.0000065981794,0.000012955294,0.022390002],"genre_scores_gemma":[0.99564683,0.001210293,0.000043650136,0.00020111809,0.00013858097,0.0001171462,0.0000025568797,0.0000068486333,0.0026329635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987058,0.00033425735,0.00023801006,0.00014923485,0.00019987051,0.00037281174],"domain_scores_gemma":[0.9974928,0.0017636231,0.00013099832,0.0004697796,0.00012028804,0.000022502454],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0048889206,0.000063386615,0.000098592805,0.000012212158,0.015026602,0.00018524023,0.00044667488,0.000073188974,0.0000065524937],"category_scores_gemma":[0.00043413797,0.000035337565,0.00006112488,0.00010133304,0.0004984354,0.00020135095,0.0005696265,0.00065489527,0.0000027123742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088397965,0.000021781314,0.87157154,0.000082975035,0.000045580764,0.0000020105297,0.061594617,0.0000011858311,0.000057182424,0.010787148,0.054324117,0.0015029943],"study_design_scores_gemma":[0.00022958484,0.000014185589,0.94318324,0.00011211432,0.0000093911685,2.2007573e-7,0.034213293,0.000022420614,0.0000017527558,0.003109398,0.019064814,0.00003955766],"about_ca_topic_score_codex":0.001112428,"about_ca_topic_score_gemma":0.0014229423,"teacher_disagreement_score":0.0716117,"about_ca_system_score_codex":0.00002671042,"about_ca_system_score_gemma":0.00007363109,"threshold_uncertainty_score":0.9862557},"labels":[],"label_agreement":null},{"id":"W26936316","doi":"10.1111/papr.12435","title":"Underemployment, Unemployment, and Mental Health","year":2012,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underemployment; Unemployment; Mental health; Labour economics; Economics; Psychology; Psychiatry; Economic growth","score_opus":0.09275304332229733,"score_gpt":0.43902129882503604,"score_spread":0.3462682555027387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W26936316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61151606,0.008055575,0.00035262032,0.12708537,0.002979066,0.0025594663,0.00005654644,0.00078333664,0.24661195],"genre_scores_gemma":[0.9478436,0.0011974764,0.00032253406,0.0116173085,0.0004816623,0.000105819,0.000033000335,0.00003830114,0.03836028],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998123,0.0002244619,0.0003788215,0.00018840983,0.00018485366,0.0009004492],"domain_scores_gemma":[0.99924034,0.0001182434,0.00012401516,0.00017323725,0.000026590744,0.00031759473],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058402587,0.00017470903,0.0002536281,0.00006644499,0.0013502393,0.0000060998536,0.00006893128,0.00006564248,0.0010695138],"category_scores_gemma":[0.00001746925,0.00013415955,0.000035551246,0.00010270286,0.00006693401,0.0002117892,0.00024006682,0.00020874894,0.00035552328],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010428052,0.000058300757,0.75469077,0.000052445565,0.000036234185,7.7262385e-8,0.0040755677,1.2319476e-8,0.000022138433,0.030917555,0.20815565,0.001980848],"study_design_scores_gemma":[0.0011844374,0.00011888387,0.23809968,0.00007105572,0.000009248046,0.0000017506184,0.0066299005,0.000002912085,0.000017704535,0.00080324186,0.7528312,0.00022996009],"about_ca_topic_score_codex":0.0005449995,"about_ca_topic_score_gemma":0.00028644264,"teacher_disagreement_score":0.5446756,"about_ca_system_score_codex":0.00015565795,"about_ca_system_score_gemma":0.000054868575,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W2723422067","doi":"","title":"Over-education and Life Satisfaction among Immigrant and Non-immigrant Workers in Canada","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Life satisfaction; Higher education; Population; Psychology; Sociology; Political science; Economic growth; Demography; Social psychology; Economics","score_opus":0.03739479798034965,"score_gpt":0.37842849084251423,"score_spread":0.34103369286216456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2723422067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833907,0.00066270964,1.9229914e-7,0.0016711706,0.0010185175,0.001442612,0.00004408162,0.000011756382,0.011758288],"genre_scores_gemma":[0.9740759,0.023352433,0.000026233072,0.00012093064,0.00020866757,0.000648808,0.000034564855,0.000040027782,0.0014924065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971551,0.00039103793,0.00072386133,0.00073846517,0.00022231054,0.00076927635],"domain_scores_gemma":[0.9979816,0.0006655052,0.00036517772,0.00063314935,0.00009274311,0.0002617997],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014905102,0.0002892325,0.0006069451,0.0003689063,0.00080968573,0.00006017373,0.00023095791,0.00037003518,0.000037097227],"category_scores_gemma":[0.0005404528,0.0002952717,0.00004397029,0.000055905333,0.00024368058,0.0001392023,0.0009250155,0.0022086205,0.0000017928174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007102651,0.00001973546,0.9297547,0.00039118962,0.000048790404,0.000006040398,0.0024604693,0.00005185369,0.0000043232694,0.00001686432,0.0007683526,0.06640666],"study_design_scores_gemma":[0.0006082419,0.00002014972,0.9765697,0.0011795874,0.000008426896,3.9027742e-7,0.018267492,0.00045784801,0.0000010563067,0.0003291675,0.0022985304,0.00025937145],"about_ca_topic_score_codex":0.9815025,"about_ca_topic_score_gemma":0.9973744,"teacher_disagreement_score":0.06614728,"about_ca_system_score_codex":0.0024841162,"about_ca_system_score_gemma":0.006271347,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2724264193","doi":"","title":"The Ability to Go about without Shame: A Proposal for Internationally Comparable Indicators of Shame and Humiliation","year":2007,"lang":"en","type":"preprint","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Agency for International Development; International Development Research Centre; Government of Canada; Department for International Development; United States Agency for International Development","keywords":"Shame; Humiliation; Ethnic group; Poverty; Social psychology; Psychology; Perception; Affect (linguistics); Political science; Law","score_opus":0.05619279851284815,"score_gpt":0.3789563531629593,"score_spread":0.32276355465011114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724264193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93204,0.00013953116,0.018015394,0.008139655,0.00028292876,0.0059564034,0.0017852089,0.00008242419,0.03355849],"genre_scores_gemma":[0.9654865,0.0030842153,0.015314307,0.00006463578,0.00014051097,0.000010716295,0.0004531138,0.00004962507,0.015396376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958879,0.00094501546,0.00044726647,0.0007720322,0.0010290573,0.00091877003],"domain_scores_gemma":[0.99448276,0.0023793725,0.0006508765,0.0006626225,0.0014654916,0.00035890748],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036259303,0.0003160722,0.0007234834,0.0012538193,0.0031515902,0.00002256274,0.0016049447,0.00032743881,0.00007524223],"category_scores_gemma":[0.000483771,0.0003214408,0.0002621434,0.0006370621,0.0017268901,0.00023426997,0.0048494884,0.0016632365,0.0000059345025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009391993,0.0004604807,0.8145069,0.003101558,0.00094121275,0.000018750985,0.035097536,0.00011601325,0.0003315273,0.09941657,0.025304472,0.011313004],"study_design_scores_gemma":[0.0031008609,0.00090836285,0.570228,0.0011014134,0.00016499948,6.088221e-7,0.040196076,0.0011547328,0.000025861356,0.026248429,0.35636374,0.0005069169],"about_ca_topic_score_codex":0.002291154,"about_ca_topic_score_gemma":0.0147063015,"teacher_disagreement_score":0.33105925,"about_ca_system_score_codex":0.0006368623,"about_ca_system_score_gemma":0.0015836356,"threshold_uncertainty_score":0.99992377},"labels":[],"label_agreement":null},{"id":"W2724490024","doi":"","title":"Another example of an illicit cigarette market: a study of psychiatric patients in Toronto, Ontario...Shelley D, Cantrell J, Moon-Howard J et al. The $5 man: the underground economic response to a large cigarette tax increase in New York City. Am J Public Health 2007;97:1483-1488","year":2008,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Criminology; Medicine; Environmental health; Psychology","score_opus":0.07697956789145761,"score_gpt":0.3607943672089187,"score_spread":0.2838147993174611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724490024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8585726,0.00064147636,0.000078757934,0.13743594,0.00046216702,0.0021215768,0.00009069481,0.000017229155,0.00057957834],"genre_scores_gemma":[0.94654137,0.0008618752,0.00012841886,0.051164735,0.00016253641,0.000068484725,0.000011521864,0.0000751833,0.0009858613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9826378,0.0109058395,0.0031746968,0.0005764053,0.0009941875,0.0017110375],"domain_scores_gemma":[0.99244916,0.0015611076,0.0036734408,0.000978383,0.00034830542,0.0009896116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017551728,0.0004672243,0.0016092537,0.0007691524,0.00084938743,0.000036533518,0.001067152,0.0000922189,0.0009771861],"category_scores_gemma":[0.0004995782,0.00032243956,0.00018570178,0.0012293286,0.0002426124,0.00055665534,0.0002879074,0.0013787356,0.0000055679197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012764102,0.0016642092,0.789298,0.00002659285,0.00017710493,0.0000072785833,0.09136274,0.000012109158,2.2349089e-7,0.000083865496,0.110421956,0.005669496],"study_design_scores_gemma":[0.004257086,0.0052651996,0.7908662,0.00011170729,0.000013499679,0.000007752518,0.05126981,0.000012421407,5.182453e-8,0.000025452695,0.14795582,0.00021499566],"about_ca_topic_score_codex":0.88159496,"about_ca_topic_score_gemma":0.93252516,"teacher_disagreement_score":0.087968804,"about_ca_system_score_codex":0.0047129723,"about_ca_system_score_gemma":0.014269831,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W2724558477","doi":"10.1017/s0008423917000622","title":"The Transformative and Radical Feminism of Grassroots Migrant Women's Movement(s) in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Transformative learning; Feminism; Neoliberalism (international relations); Gender studies; Power (physics); Political science; Economic Justice; Inclusion (mineral); Resistance (ecology); Social justice; Sociology; Political economy; Law; Politics","score_opus":0.02860756631361887,"score_gpt":0.3491447130600063,"score_spread":0.3205371467463874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724558477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748163,0.000081424674,0.0000032871726,0.021237442,0.000367626,0.000101740225,0.000018639832,4.682181e-7,0.0033730776],"genre_scores_gemma":[0.9990773,0.00001713907,0.000008644015,0.0007921212,0.000045923738,0.0000039547485,4.7592287e-8,0.0000024118267,0.000052445273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981058,0.00007228687,0.00041723493,0.00007314594,0.00030996458,0.0010215665],"domain_scores_gemma":[0.998078,0.00031000873,0.00017939808,0.0001282604,0.00014891473,0.001155406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014828407,0.00006595397,0.00018325214,0.00008350347,0.0019669293,0.000025284537,0.0004799111,0.000025510426,0.000040600113],"category_scores_gemma":[0.00089147827,0.00004017916,0.00001928462,0.00008163398,0.0015694594,0.00017271504,0.000031548763,0.00030729186,5.665816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000110954,0.0000044757135,0.6519005,0.000024103316,0.000010200343,0.000043136806,0.009434575,2.1380383e-7,0.00004198499,0.336095,0.00060051767,0.0018342129],"study_design_scores_gemma":[0.00034584125,0.000055335826,0.9673771,0.00010664514,0.000003512179,0.0000021943051,0.01948142,0.0000088814,0.00005405621,0.010878155,0.0016381941,0.00004863314],"about_ca_topic_score_codex":0.9760531,"about_ca_topic_score_gemma":0.9957434,"teacher_disagreement_score":0.32521683,"about_ca_system_score_codex":0.0012681053,"about_ca_system_score_gemma":0.011897871,"threshold_uncertainty_score":0.99933237},"labels":[],"label_agreement":null},{"id":"W2724859423","doi":"10.4000/socio.2704","title":"Itinéraires d’une sociologie liquide","year":2017,"lang":"fr","type":"article","venue":"Socio","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Art","score_opus":0.18744886268164343,"score_gpt":0.47927393229949344,"score_spread":0.29182506961785004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724859423","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20964795,0.012387825,0.000018448185,0.55957234,0.007866405,0.00044160467,0.000080378704,0.00015395289,0.2098311],"genre_scores_gemma":[0.6881916,0.0056085708,0.00012697566,0.0028561186,0.0034209883,0.00007936212,0.000014112138,0.000044271314,0.29965803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973381,0.0005167195,0.00046698132,0.0003868824,0.00022382534,0.0010674509],"domain_scores_gemma":[0.9975846,0.0007542133,0.0005009815,0.0008142594,0.00018462798,0.00016136475],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092529535,0.00029302647,0.0004786401,0.000029637946,0.008657558,0.00005887649,0.0006075103,0.0007548275,0.0021031408],"category_scores_gemma":[0.0012928332,0.00027295592,0.0002573296,0.00003357251,0.0016045907,0.00028885022,0.00081960444,0.0010996902,0.0041114544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025932199,0.00008256318,0.2357869,0.00030885424,0.00021785137,0.00003426561,0.021374917,2.5017755e-7,0.000028300321,0.051664583,0.66843563,0.022039976],"study_design_scores_gemma":[0.0008779064,0.00014469563,0.40870357,0.00050302834,0.00011272603,7.5968825e-7,0.019239254,0.000004606389,0.00001772143,0.06620633,0.5038337,0.00035572157],"about_ca_topic_score_codex":0.005768099,"about_ca_topic_score_gemma":0.0010425644,"teacher_disagreement_score":0.5567162,"about_ca_system_score_codex":0.00022906298,"about_ca_system_score_gemma":0.0003023178,"threshold_uncertainty_score":0.9999723},"labels":[],"label_agreement":null},{"id":"W2724925548","doi":"10.4000/osp.5465","title":"Processus de reconversion professionnelle de travailleur.euse.s inscrit.e.s dans des parcours professionnels marqués par la mobilité : entre le deuil du métier et le désir de réinvestir sa vie autrement","year":2017,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Process (computing); Social psychology; Business; Computer science","score_opus":0.04068605846595727,"score_gpt":0.36623510964425005,"score_spread":0.3255490511782928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724925548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8237062,0.0031456195,0.0057306327,0.14193799,0.00626166,0.00606105,0.00015526485,0.00056412385,0.012437479],"genre_scores_gemma":[0.91029584,0.0036554022,0.005609341,0.0034837404,0.0008573344,0.0029349239,0.00022260648,0.0003453242,0.072595485],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9795051,0.011423367,0.0024149818,0.002058468,0.0013517524,0.0032463341],"domain_scores_gemma":[0.9909097,0.0019788013,0.0024726307,0.0019748227,0.0012108503,0.0014532041],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.010360591,0.0015025255,0.0014999495,0.00045993016,0.016856555,0.00037246378,0.0018455551,0.0018965215,0.0012446798],"category_scores_gemma":[0.003333465,0.0014039647,0.00053964613,0.00071832427,0.0019078173,0.0031991287,0.002087284,0.0033495731,0.0002294373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012321401,0.003681658,0.49752924,0.004552055,0.00032461545,0.00017737296,0.3400739,0.0001455973,0.0035500482,0.009872031,0.1322095,0.006651834],"study_design_scores_gemma":[0.011703898,0.0006613849,0.39956638,0.016868193,0.00049359264,0.000057986104,0.51494545,0.0019890508,0.007184664,0.025228294,0.01934828,0.0019528114],"about_ca_topic_score_codex":0.0073058666,"about_ca_topic_score_gemma":0.008494919,"teacher_disagreement_score":0.17487153,"about_ca_system_score_codex":0.0018301479,"about_ca_system_score_gemma":0.010987877,"threshold_uncertainty_score":0.99977237},"labels":[],"label_agreement":null},{"id":"W2725621767","doi":"10.7202/1039591ar","title":"Precarious Employment and Difficult Daily Commutes","year":2017,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Immigration; Demographic economics; Work (physics); Precarious work; Labour economics; Business; Political science; Economics; Engineering","score_opus":0.0776849534746687,"score_gpt":0.3850672082639636,"score_spread":0.30738225478929493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725621767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9004354,0.0013323029,0.000059733713,0.027164306,0.0004947277,0.00065608526,0.000031305975,0.00014205651,0.06968412],"genre_scores_gemma":[0.9605392,0.00031236565,0.00007809966,0.00014659231,0.00020139937,0.00009849747,0.0000172734,0.00001661557,0.038589947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989659,0.000114703456,0.00029919378,0.00019480943,0.00013979916,0.00028554795],"domain_scores_gemma":[0.99876034,0.00030110098,0.00023305131,0.00050301565,0.00011797601,0.0000845016],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00021079283,0.00013898942,0.00018551866,0.00005466506,0.006193983,0.00004618698,0.00019910723,0.00024906127,0.00016497048],"category_scores_gemma":[0.00046214412,0.00011394491,0.000029049483,0.00005653034,0.00019103553,0.00017725393,0.00036597298,0.0005798938,0.00015764638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076052124,0.000033680997,0.91601896,0.000003962323,0.00006120285,0.0000018033207,0.004124873,0.0000033459958,0.000015107771,0.005762733,0.06502251,0.008944182],"study_design_scores_gemma":[0.00067744835,0.000036976748,0.70167774,0.00014667779,0.000045101893,5.9237743e-7,0.0020019547,0.000024962428,0.000014668129,0.0006243961,0.2946081,0.00014135451],"about_ca_topic_score_codex":0.00071639,"about_ca_topic_score_gemma":0.00041056942,"teacher_disagreement_score":0.22958559,"about_ca_system_score_codex":0.00005513909,"about_ca_system_score_gemma":0.000090639296,"threshold_uncertainty_score":0.99509984},"labels":[],"label_agreement":null},{"id":"W2725677128","doi":"","title":"The Effect of Diabetes on Canadian Labour Market Performance","year":2010,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Diabetes mellitus; Economics; Business; Medicine; Endocrinology","score_opus":0.0320787703959741,"score_gpt":0.358065836714003,"score_spread":0.3259870663180289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725677128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83683896,0.000011259756,1.04468604e-7,0.00574447,0.00016326371,0.00035064342,0.000030932984,0.000010152693,0.15685019],"genre_scores_gemma":[0.9608948,0.00008044826,0.000010533759,0.00002169046,0.000048551174,0.0000020523867,0.0000026938758,0.0000067506844,0.038932428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822956,0.0005854284,0.00009342899,0.00012890816,0.00038933643,0.0005733344],"domain_scores_gemma":[0.99727726,0.0019226588,0.0000630909,0.000303815,0.0002757163,0.00015747771],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030397326,0.000070664624,0.00016161652,0.000230272,0.0025317064,0.0000035300586,0.0004603698,0.00009906004,0.0009114182],"category_scores_gemma":[0.00042557908,0.000053527423,0.00004749389,0.00029558063,0.0004379397,0.000073550276,0.0001668548,0.00085003563,0.000113993425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000150836395,0.0000070300484,0.93609273,0.00016207725,0.000031670126,0.0000016897567,0.00043244942,1.6391023e-7,0.00022354601,0.0054567396,0.053817913,0.0037589308],"study_design_scores_gemma":[0.00035946758,0.00036709115,0.73115563,0.000054793833,0.0000044945814,2.1883634e-8,0.0008133986,0.000032043652,0.0001964196,0.000048070076,0.2669279,0.000040645133],"about_ca_topic_score_codex":0.015115966,"about_ca_topic_score_gemma":0.2991484,"teacher_disagreement_score":0.28403246,"about_ca_system_score_codex":0.000071617775,"about_ca_system_score_gemma":0.00020347087,"threshold_uncertainty_score":0.99876684},"labels":[],"label_agreement":null},{"id":"W2725704222","doi":"10.1093/geroni/igx004.212","title":"PRESIDENTIAL SYMPOSIUM: LONG-TERM OUTCOMES OF MILITARY SERVICE ON AGING: INTERNATIONAL PERSPECTIVES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Military service; Vietnamese; Vietnam War; Service member; Gerontology; Presidential system; Service (business); World War II; Successful aging; Political science; Military personnel; Veterans Affairs; Psychology; Medicine; Politics; Law; Business","score_opus":0.08213200276891384,"score_gpt":0.4482727144770443,"score_spread":0.36614071170813045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725704222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423846,0.000060475246,0.000064548985,0.0439276,0.0012550647,0.00027504473,0.000009069143,0.000040095645,0.011983478],"genre_scores_gemma":[0.9970979,0.0000629881,0.00005162532,0.0007640119,0.00026106788,0.00004642146,0.000021293175,0.000013185345,0.0016814774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871397,0.00007089252,0.0005544241,0.00021209396,0.00025656936,0.00019202963],"domain_scores_gemma":[0.9986606,0.00014853272,0.00036903392,0.0003090112,0.0004997429,0.000013031055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046235768,0.00011329625,0.00018817328,0.00035752513,0.00056709535,0.000010557424,0.00032165973,0.000058188158,0.00014042354],"category_scores_gemma":[0.0002577816,0.000105071835,0.000027867602,0.00017540116,0.000054250733,0.0003339262,0.00024394607,0.00026412256,0.000023151075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025682666,0.000056133886,0.97440773,0.000094210176,0.000061669525,0.0000032541213,0.015272456,0.000013512371,0.000567868,0.008455798,0.000721637,0.00032005727],"study_design_scores_gemma":[0.0007928253,0.000012694937,0.9945173,0.00040295912,0.000007074345,1.5992646e-7,0.003055696,0.000027589222,0.00018304223,0.00068319676,0.00022443407,0.00009302873],"about_ca_topic_score_codex":0.0011359261,"about_ca_topic_score_gemma":0.0008725515,"teacher_disagreement_score":0.054713305,"about_ca_system_score_codex":0.00012003508,"about_ca_system_score_gemma":0.00004877937,"threshold_uncertainty_score":0.43616962},"labels":[],"label_agreement":null},{"id":"W2730124056","doi":"10.1016/j.socscimed.2017.06.042","title":"Healing and/or breaking? The mental health implications of repeated economic insecurity","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Mental health; Distress; Demographic economics; Population; Psychology; Demography; Economics; Psychiatry; Clinical psychology; Sociology","score_opus":0.09443918835157902,"score_gpt":0.49029379187345784,"score_spread":0.39585460352187885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730124056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71660185,0.00017160093,0.000006416933,0.26982585,0.0005439822,0.0004605116,0.00002220396,0.000023677232,0.012343891],"genre_scores_gemma":[0.9972411,0.00025940975,0.0000039004235,0.0018218531,0.00043891603,0.000023987735,0.000003062476,0.0000041906346,0.00020357364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889064,0.000090487636,0.00033658493,0.00018833346,0.00017203289,0.00032189468],"domain_scores_gemma":[0.9989957,0.00011310869,0.00047993983,0.0002508315,0.000077420336,0.000082973835],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021958235,0.00007063527,0.00022209229,0.000039293776,0.010762927,0.000009057773,0.00035895593,0.0000322471,0.00007688899],"category_scores_gemma":[0.0003023451,0.000039375864,0.000018633347,0.00009099005,0.0022165035,0.0001253637,0.0001952531,0.00016426547,0.000002759729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004213687,0.00002375478,0.7362087,0.000066599096,0.000017315004,2.0754261e-7,0.16788712,4.1839773e-8,0.0004978788,0.05334394,0.022633541,0.019278761],"study_design_scores_gemma":[0.0006218063,0.00010742942,0.97350717,0.00014909785,0.000009419589,7.897914e-7,0.008713876,0.000009818699,0.000009337819,0.0028961115,0.013915479,0.00005967936],"about_ca_topic_score_codex":0.009941547,"about_ca_topic_score_gemma":0.0031643438,"teacher_disagreement_score":0.28063923,"about_ca_system_score_codex":0.00018066927,"about_ca_system_score_gemma":0.00045773486,"threshold_uncertainty_score":0.99665135},"labels":[],"label_agreement":null},{"id":"W2732090341","doi":"10.7202/1039588ar","title":"Introduction","year":2017,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; University of Ottawa","funders":"","keywords":"Political science","score_opus":0.08748563644583862,"score_gpt":0.40255772859138916,"score_spread":0.31507209214555054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732090341","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38213354,0.00016518043,0.00031021406,0.20200592,0.0025024365,0.00047543301,0.000011416864,0.00018505698,0.4122108],"genre_scores_gemma":[0.8329318,0.000060795654,0.00007661407,0.000084985775,0.00249825,0.00004899607,0.000014277088,0.000010146837,0.16427414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993116,0.000066665525,0.00020018338,0.0001384965,0.00009417487,0.00018883882],"domain_scores_gemma":[0.9991311,0.00010762807,0.00018627981,0.0004468732,0.000091097434,0.00003706722],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022267732,0.000069834954,0.00009367373,0.000048576632,0.0054974384,0.00001728585,0.00013805002,0.00017884074,0.0019164387],"category_scores_gemma":[0.0007042643,0.000060533668,0.000027521284,0.00004629707,0.000089080866,0.00020210624,0.000112966685,0.00045868327,0.0015713142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048820693,0.000012123808,0.42696065,0.0000012051645,0.000022962322,5.433202e-7,0.0006754154,0.0000050738818,0.000016889937,0.031654347,0.5329345,0.0077113807],"study_design_scores_gemma":[0.00021604382,0.000009923079,0.22147956,0.000019199075,0.000014522464,2.0654551e-7,0.0009794413,0.000010784418,0.000017823315,0.00121579,0.7759756,0.00006114523],"about_ca_topic_score_codex":0.00013823576,"about_ca_topic_score_gemma":0.000049113733,"teacher_disagreement_score":0.45079827,"about_ca_system_score_codex":0.000052190535,"about_ca_system_score_gemma":0.00007419529,"threshold_uncertainty_score":0.99920607},"labels":[],"label_agreement":null},{"id":"W2732590895","doi":"10.1177/0095327x17707203","title":"Subjective Cohesion as Stress Buffer Among Civilians Working With the Military in Iraq and Afghanistan","year":2017,"lang":"en","type":"article","venue":"Armed Forces & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cohesion (chemistry); Psychology; Distress; Mental health; Psychological distress; Social psychology; Criminology; Clinical psychology; Psychiatry","score_opus":0.03600132715361918,"score_gpt":0.34498796402880266,"score_spread":0.30898663687518346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732590895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818936,0.00085223984,0.000013207964,0.005290768,0.00015426855,0.00075852685,0.000009567009,0.00004676021,0.010981034],"genre_scores_gemma":[0.9953811,0.00085630483,0.0000363951,0.0007350553,0.00012474175,0.0001541684,0.000006292492,0.000023218592,0.0026827129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986627,0.00015572828,0.00019737812,0.00029781894,0.0002131544,0.00047320276],"domain_scores_gemma":[0.9989325,0.0004221734,0.0001593105,0.00036325376,0.000060658986,0.000062125684],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004919226,0.0001812673,0.00023444198,0.000013484642,0.0037559518,0.0000243812,0.0002389972,0.00013346046,0.000033110093],"category_scores_gemma":[0.00005068178,0.00010803451,0.00007341628,0.00006413827,0.0005363956,0.00019343641,0.0002664096,0.000517683,0.000006604234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059055,0.000019186502,0.9265078,0.00006103926,0.00006906904,0.000003986559,0.07010016,0.0000014091022,0.000025917341,0.00033817784,0.0024459327,0.0003683102],"study_design_scores_gemma":[0.00077943166,0.0000842333,0.900856,0.00046559164,0.000033083055,2.5468034e-7,0.09428703,0.00004592716,0.000033204327,0.0006810188,0.0025880553,0.00014614657],"about_ca_topic_score_codex":0.005670973,"about_ca_topic_score_gemma":0.055042464,"teacher_disagreement_score":0.049371492,"about_ca_system_score_codex":0.00009989522,"about_ca_system_score_gemma":0.000053841475,"threshold_uncertainty_score":0.997541},"labels":[],"label_agreement":null},{"id":"W2732777999","doi":"10.1093/geroni/igx004.3429","title":"PRECARIOUSNESS, THE PRECARIAT, AND AGING: NEW DIRECTIONS IN CRITICAL GERONTOLOGY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Gender studies; Citizenship; Sociology; Framing (construction); Austerity; Politics; Political science; Political economy; Geography","score_opus":0.14322189586381837,"score_gpt":0.4807408746835944,"score_spread":0.337518978819776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732777999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75223696,0.0007428494,0.00070116133,0.20876068,0.0023541253,0.00063435466,0.0000026883724,0.00009137076,0.034475785],"genre_scores_gemma":[0.9962913,0.000063993066,0.000117465475,0.0007687876,0.00029063897,0.00010956293,0.0000027931944,0.000010042961,0.0023454083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882126,0.00015550335,0.00043846367,0.00019334503,0.00008765239,0.00030375615],"domain_scores_gemma":[0.99896896,0.00049722724,0.00014733725,0.00026090018,0.00010718052,0.000018389956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008120478,0.000089561,0.00015814409,0.00018499096,0.0013756001,0.00003900919,0.0001427779,0.00008559618,0.000041780262],"category_scores_gemma":[0.0014053878,0.00007082987,0.000009860244,0.00025379262,0.00013077968,0.00023953519,0.00018826303,0.00046315254,0.000007917676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000585225,0.000012081335,0.912227,0.0000246334,0.0000064979695,0.000001877214,0.010354185,0.0000012668648,0.00004814152,0.065660365,0.002367716,0.009290384],"study_design_scores_gemma":[0.00048213886,0.0000070037563,0.9546305,0.00018171413,0.000005380432,8.359204e-7,0.0013108581,0.000062268875,0.0000091797765,0.015008608,0.028222669,0.000078859775],"about_ca_topic_score_codex":0.0065736915,"about_ca_topic_score_gemma":0.018727047,"teacher_disagreement_score":0.24405432,"about_ca_system_score_codex":0.00007769564,"about_ca_system_score_gemma":0.000098085875,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W2733978592","doi":"10.7202/1039590ar","title":"Protection for Migrant Workers under Evolving Occupational Health and Safety Regimes in China","year":2017,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legislature; Legislation; Business; Occupational safety and health; China; Enforcement; Migrant workers; Demographic economics; Political science; Economic growth; Economics; Law","score_opus":0.10356291593226212,"score_gpt":0.40211866929085716,"score_spread":0.298555753358595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733978592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76656014,0.0022057523,0.011191674,0.2032176,0.0008617054,0.0053209467,0.00008867221,0.00014500441,0.010408483],"genre_scores_gemma":[0.98854154,0.00011913287,0.00049964146,0.00013314238,0.00018232946,0.0003302329,0.000040703868,0.000015436828,0.01013782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888664,0.00012990132,0.00037435695,0.00020217597,0.00010767818,0.00029921485],"domain_scores_gemma":[0.9990474,0.00028258757,0.00032023166,0.00021253359,0.00006998719,0.00006724789],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006025376,0.00010751299,0.00017427333,0.00012000234,0.0048165172,0.000022230235,0.00007955339,0.00020232628,0.000046319547],"category_scores_gemma":[0.0006511845,0.00009638408,0.0000317303,0.000090373105,0.00008592206,0.00022170354,0.000077004945,0.00044660678,0.000008527754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011078177,0.00002569657,0.95944613,0.000020031348,0.000029405428,1.7250333e-7,0.003927762,0.000073618925,0.0000015475549,0.0053015277,0.022675894,0.008387447],"study_design_scores_gemma":[0.0010648889,0.000052134186,0.9385769,0.00043376128,0.000008147185,3.465522e-7,0.004018,0.0004154288,8.53569e-7,0.0023120735,0.053014465,0.00010300531],"about_ca_topic_score_codex":0.0018448974,"about_ca_topic_score_gemma":0.0010100327,"teacher_disagreement_score":0.22198139,"about_ca_system_score_codex":0.00018447574,"about_ca_system_score_gemma":0.00043125305,"threshold_uncertainty_score":0.9964791},"labels":[],"label_agreement":null},{"id":"W2735053980","doi":"10.1002/hec.3528","title":"Health and Brexit","year":2017,"lang":"en","type":"editorial","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brexit; Referendum; European union; Political science; Politics; Public relations; Public administration; Law; Economics; Economic policy","score_opus":0.0786581267817156,"score_gpt":0.4542425210642645,"score_spread":0.37558439428254886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735053980","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027420538,0.011779945,0.000004627569,0.05914539,0.9200665,0.001480646,0.00087298563,0.00013205061,0.0062436815],"genre_scores_gemma":[0.000053807093,0.11098886,0.00011523749,0.0063795056,0.8652694,0.00022645149,0.000860687,0.0001318873,0.015974117],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639076,0.00029325573,0.0012524149,0.0007080158,0.00014778611,0.0012077637],"domain_scores_gemma":[0.9952769,0.00089745387,0.0022173473,0.0008008319,0.00012427718,0.00068319053],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016026357,0.00043258525,0.001527032,0.00013263198,0.00437421,0.00004430542,0.0003636269,0.00086978107,0.000057340523],"category_scores_gemma":[0.0005233361,0.00043651686,0.00009228528,0.000020486112,0.0001509377,0.00013647256,0.00046980515,0.0019275083,0.00032212556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037229845,0.000015540845,0.0016234025,0.0030545439,0.00005242158,6.614511e-7,0.0027065536,2.0369453e-7,1.5745643e-9,0.0013990519,0.9826837,0.008426651],"study_design_scores_gemma":[0.0011537048,0.0002685002,0.0006787842,0.0010961907,0.000008019137,3.32194e-7,0.00038276843,0.0000021178553,7.547219e-9,0.0019253045,0.994189,0.00029522792],"about_ca_topic_score_codex":0.008924506,"about_ca_topic_score_gemma":0.014341448,"teacher_disagreement_score":0.099208914,"about_ca_system_score_codex":0.0016164903,"about_ca_system_score_gemma":0.013941567,"threshold_uncertainty_score":0.99980867},"labels":[],"label_agreement":null},{"id":"W2736327960","doi":"","title":"Health in distant fields: An ethnographic study of Latin American migrant farmworkers’ access to health services in Canada","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Migrant workers; Latin Americans; Health services; Political science; Geography; Medicine; Economic growth; Gender studies; Sociology; Environmental health; Population; Archaeology","score_opus":0.042449484015681944,"score_gpt":0.3598462074360776,"score_spread":0.31739672342039565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736327960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992244,0.00020559602,0.0000017025866,0.0035680684,0.00062472274,0.002320276,0.0001515345,0.00003211721,0.0008520028],"genre_scores_gemma":[0.99647224,0.0005551491,0.000009552249,0.0010079776,0.00003373892,0.000020595322,0.00053363305,0.000037307385,0.0013297796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615294,0.0010866908,0.00082429056,0.0006825347,0.00044762527,0.00080589403],"domain_scores_gemma":[0.9972553,0.0002285339,0.001311504,0.0007018804,0.00017320615,0.00032957018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005166016,0.0003980767,0.001270842,0.0011566485,0.0010021739,0.000017970147,0.0011239961,0.0001767748,0.000030158402],"category_scores_gemma":[0.00002669329,0.0004215895,0.00007047056,0.001427555,0.000039226416,0.0002490149,0.00017949835,0.0012653223,0.0000020946964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049554836,0.0002962355,0.96746486,0.0009939622,0.0000672949,0.00004957287,0.023731517,0.000033973498,5.2993695e-8,0.000016428823,0.0024725469,0.004378022],"study_design_scores_gemma":[0.00080164406,0.00034672438,0.5241354,0.0012628736,0.000014664366,1.5852505e-10,0.46337548,0.0000047639314,3.2257944e-7,0.000011917662,0.009850069,0.00019616447],"about_ca_topic_score_codex":0.9972263,"about_ca_topic_score_gemma":0.99999833,"teacher_disagreement_score":0.44332945,"about_ca_system_score_codex":0.0012466704,"about_ca_system_score_gemma":0.00358617,"threshold_uncertainty_score":0.9998236},"labels":[],"label_agreement":null},{"id":"W2736645640","doi":"10.22215/sjcs.v5i1.296","title":"\"Lemeh Check See If Meh Mask on Straight\": Examining How Black Women of Caribbean Descent in Canada Manage Depression and Construct Womanhood Through Being Strong","year":2013,"lang":"en","type":"article","venue":"Southern Journal of Canadian Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centennial College; University of Toronto","funders":"","keywords":"Construct (python library); African descent; Racism; Multiculturalism; Context (archaeology); Gender studies; Mental health; Immigration; Sociology; Black women; Ethnic group; Psychology; Political science; Geography; Ethnology; Psychiatry; Anthropology","score_opus":0.05475837292250413,"score_gpt":0.3046556727595318,"score_spread":0.2498972998370277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736645640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98960507,0.001476315,0.0000035423836,0.002449513,0.00032897052,0.00043404644,0.00007214586,0.000005925731,0.0056244973],"genre_scores_gemma":[0.99831396,0.0005791304,0.00012079271,0.00026621015,0.000140944,0.00002301693,0.0000013520762,0.00003130612,0.0005232673],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99749786,0.00027410066,0.0007621876,0.00022399667,0.00040499645,0.00083688414],"domain_scores_gemma":[0.99829835,0.0002829808,0.0006206017,0.00017405864,0.00029617827,0.0003278194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048882567,0.00028173404,0.0007593641,0.00040045244,0.00048180096,0.000017636285,0.00019648582,0.000081548125,0.00013935927],"category_scores_gemma":[0.00015939766,0.00021835527,0.000047607195,0.00025336395,0.00018895943,0.00017893921,0.000110754445,0.00058229064,0.000004345462],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036319623,0.000010923777,0.86816543,0.00026316545,0.00059867377,0.00009481788,0.1233794,0.000025942214,0.000039438986,0.00027544456,0.0038852512,0.0032251682],"study_design_scores_gemma":[0.0012848264,0.00014924583,0.32074815,0.0012493992,0.000054753375,0.0000039220427,0.6739021,0.000005636096,0.000026384203,0.00066835555,0.0016856388,0.0002215817],"about_ca_topic_score_codex":0.82943785,"about_ca_topic_score_gemma":0.9825128,"teacher_disagreement_score":0.55052274,"about_ca_system_score_codex":0.0013351298,"about_ca_system_score_gemma":0.0009801353,"threshold_uncertainty_score":0.890427},"labels":[],"label_agreement":null},{"id":"W2737224713","doi":"10.1177/1035304617722943","title":"Precarious jobs: Where are they, and how do they affect well-being?","year":2017,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":201,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Casual; Affect (linguistics); Index (typography); Labour economics; Social security; Precarious work; Economics; Business; Demographic economics; Sociology; Political science; Market economy; Work (physics)","score_opus":0.03063132300089793,"score_gpt":0.34883161074956354,"score_spread":0.3182002877486656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737224713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36875865,0.33079618,0.0000063318594,0.16976641,0.00059123494,0.0023146698,0.000048320744,0.0000829333,0.12763529],"genre_scores_gemma":[0.7213737,0.24586941,0.0000130557155,0.0006411824,0.00019203684,0.00012562342,0.0000028760346,0.000017528335,0.031764604],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894243,0.000319413,0.00023883538,0.00022237799,0.00004343265,0.00023348966],"domain_scores_gemma":[0.998521,0.00038099798,0.00043943353,0.00056220934,0.000033063323,0.00006334101],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00087671593,0.00016376878,0.0003895304,0.000021669512,0.0034326224,0.00007984679,0.0002092349,0.00008588147,0.00044515549],"category_scores_gemma":[0.00012809997,0.000099700075,0.00006331373,0.000012454646,0.00010984561,0.00020816784,0.00024315636,0.00032475244,0.00047975252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010105101,0.000010727095,0.76254296,0.0020317098,0.0002148241,0.0000015752256,0.0052030063,0.0000024751726,7.4280047e-7,0.13644859,0.0809739,0.012559382],"study_design_scores_gemma":[0.00035360106,0.000022128259,0.34759372,0.0032329904,0.0001645579,0.0000029254354,0.000473552,0.000011989093,1.064905e-7,0.013279515,0.6347103,0.00015462277],"about_ca_topic_score_codex":0.0004061309,"about_ca_topic_score_gemma":0.0027512107,"teacher_disagreement_score":0.5537364,"about_ca_system_score_codex":0.000060611943,"about_ca_system_score_gemma":0.000051295254,"threshold_uncertainty_score":0.9978648},"labels":[],"label_agreement":null},{"id":"W2737658093","doi":"10.4324/9780203874424-17","title":"Spain: Continuity and change in precarious employment","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science","score_opus":0.09440371603019335,"score_gpt":0.3870810302455192,"score_spread":0.29267731421532583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737658093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092260283,0.0041201045,0.0000020005948,0.005712489,0.0004075805,0.0022608042,0.00002969489,0.00015949928,0.9863852],"genre_scores_gemma":[0.012202345,0.0024683033,0.000041127325,0.0041638264,0.0005812106,0.00017878778,0.00003385887,0.000050012586,0.9802805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822634,0.000071958595,0.00054348377,0.00043169328,0.0002527757,0.00047375556],"domain_scores_gemma":[0.9991637,0.00016892813,0.0002048338,0.000269735,0.0000891526,0.00010363831],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004288325,0.00037040564,0.00066711486,0.00017340292,0.0002744865,0.0000072640296,0.00010594468,0.00058814185,0.0012632062],"category_scores_gemma":[0.000020054025,0.00030546263,0.000070898284,0.000020917185,0.00006686789,0.000059600054,0.00026067652,0.00086507556,0.00019271285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012361856,0.00007976575,0.1427166,0.0005099718,0.00018918575,0.00010052532,0.030975956,2.8295144e-8,0.0000019767378,0.46112278,0.042924646,0.32125494],"study_design_scores_gemma":[0.0008502939,0.0001567859,0.113061465,0.00090284215,0.000043527227,5.460476e-7,0.00009179247,8.7086755e-7,3.3337355e-7,0.016532512,0.86797106,0.000387965],"about_ca_topic_score_codex":0.0023349526,"about_ca_topic_score_gemma":0.031306796,"teacher_disagreement_score":0.8250464,"about_ca_system_score_codex":0.00017446667,"about_ca_system_score_gemma":0.000055647786,"threshold_uncertainty_score":0.99993974},"labels":[],"label_agreement":null},{"id":"W2738242447","doi":"10.1016/j.socscimed.2017.07.016","title":"Did the Great Recession affect mortality rates in the metropolitan United States? Effects on mortality by age, gender and cause of death","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canada Research Chairs","keywords":"Affect (linguistics); Metropolitan area; Great recession; Recession; Demography; Mortality rate; Demographic economics; Gerontology; Medicine; Economics; Psychology; Sociology; Labour economics","score_opus":0.15189379589946836,"score_gpt":0.5081164409627282,"score_spread":0.35622264506325985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738242447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825258,0.0002170278,0.000003639273,0.007038758,0.00035537494,0.0007364143,0.000015295635,0.000015996891,0.009091669],"genre_scores_gemma":[0.9978095,0.00029579026,5.5189287e-7,0.0014705831,0.00023162908,0.000054475742,0.0000149469715,0.0000064214896,0.00011606657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973232,0.0009193381,0.00029430303,0.0002736419,0.00074015197,0.00044933794],"domain_scores_gemma":[0.9981386,0.0009757819,0.00031693207,0.0003881541,0.00010265599,0.0000778924],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005040551,0.00015407897,0.0003266314,0.00008119441,0.0042093345,0.000019968136,0.00052191346,0.00007039302,0.000021152939],"category_scores_gemma":[0.0015014756,0.00006716591,0.000028673498,0.00042728783,0.0023037582,0.00013973091,0.00015534945,0.00037651535,0.0000011048016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001955574,0.000026866606,0.96447504,0.000079297046,0.000022602471,0.000006822248,0.02477704,4.712678e-8,0.0003931852,0.004821639,0.00499655,0.00038137293],"study_design_scores_gemma":[0.00063822593,0.00014416702,0.9832526,0.00017069663,0.000067836314,1.11794364e-7,0.010540372,0.000006492024,0.0001541867,0.0045372164,0.00041559027,0.00007253818],"about_ca_topic_score_codex":0.017851302,"about_ca_topic_score_gemma":0.0016019819,"teacher_disagreement_score":0.018777546,"about_ca_system_score_codex":0.00015746822,"about_ca_system_score_gemma":0.00006651751,"threshold_uncertainty_score":0.99708706},"labels":[],"label_agreement":null},{"id":"W2738474234","doi":"10.5539/ass.v13n8p59","title":"A Study on Psychological Well-Being among Employees of I.T Companies","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salary; Context (archaeology); Business; Human resources; Government (linguistics); Human resource management; Order (exchange); Competition (biology); Liberalization; Marketing; Marital status; Economics; Management; Population; Finance; Market economy; Sociology","score_opus":0.10749552647911698,"score_gpt":0.48576747810536014,"score_spread":0.37827195162624316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738474234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5691709,0.0000015402172,0.0000019852791,0.0012081444,0.00030532773,0.0002662639,9.2186247e-7,0.00002906271,0.42901585],"genre_scores_gemma":[0.9989056,0.0000022562026,0.00001377296,0.00013186013,0.00023329674,0.000036318463,2.12887e-7,0.0000060380767,0.0006706184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998391,0.00014787928,0.00026128825,0.00030736264,0.00046960815,0.00042290337],"domain_scores_gemma":[0.9991198,0.00008357722,0.00028640692,0.00032824776,0.00011597834,0.00006599627],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009240371,0.00010440001,0.000245721,0.000060459595,0.0074420013,0.000035964567,0.00075116986,0.000060182552,0.00006191982],"category_scores_gemma":[0.0002929788,0.00007794332,0.000048907223,0.00016057391,0.0016269692,0.00020991515,0.0003655863,0.0002525035,0.000073193696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014950436,0.00021118564,0.93996775,0.0000057102484,0.000008943009,0.0000041066332,0.039710183,1.0956142e-8,0.00005191562,0.015396445,0.0009702609,0.003658545],"study_design_scores_gemma":[0.0003361311,0.00029607955,0.9624908,0.000038601807,0.000007958716,4.3434383e-8,0.034095574,1.4719632e-7,0.000015330526,0.0023790644,0.00025819347,0.000082061946],"about_ca_topic_score_codex":0.0002400145,"about_ca_topic_score_gemma":0.00023039992,"teacher_disagreement_score":0.4297347,"about_ca_system_score_codex":0.000048143,"about_ca_system_score_gemma":0.000039128543,"threshold_uncertainty_score":0.9938502},"labels":[],"label_agreement":null},{"id":"W2738760258","doi":"10.1111/coep.12241","title":"EMPLOYMENT EFFECTS OF THE MINIMUM WAGE: PANEL DATA EVIDENCE FROM CANADIAN PROVINCES","year":2017,"lang":"en","type":"article","venue":"Contemporary Economic Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Minimum wage; Economics; Instrumental variable; Panel data; Ordinary least squares; Wage; Labour economics; Demographic economics; Immigration; Prime (order theory); Econometrics; Geography; Mathematics","score_opus":0.18907864016491197,"score_gpt":0.41606678779843353,"score_spread":0.22698814763352157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738760258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.904866,0.002317387,0.000001215848,0.05928414,0.0021259252,0.0015318571,0.00086578616,0.00003670554,0.028970998],"genre_scores_gemma":[0.9914458,0.00026097958,0.000009284699,0.0013942474,0.0010386107,0.00010003413,0.000037395326,0.000025501005,0.0056881765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815273,0.00027893038,0.0005610649,0.00044701432,0.00009263148,0.0004676232],"domain_scores_gemma":[0.99553037,0.00077800173,0.0007202173,0.0027244184,0.00003372283,0.00021330037],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004794521,0.00020869476,0.00041724456,0.00008503653,0.001717385,0.000037930386,0.0024163409,0.00012110937,0.000073503434],"category_scores_gemma":[0.0010620658,0.00015109076,0.00007561362,0.00002622879,0.00039936055,0.0006951869,0.0015814003,0.0002550221,0.0002022666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027125338,0.000013853368,0.87128824,0.000110943285,0.00013034364,0.0000052325804,0.002273537,2.400198e-7,0.00007439626,0.0014112581,0.12199142,0.002673437],"study_design_scores_gemma":[0.00074839726,0.000044305627,0.8634774,0.0009231404,0.000032143773,1.7368019e-7,0.00044651752,0.000045915272,0.00020395499,0.0010197916,0.13284813,0.00021011298],"about_ca_topic_score_codex":0.9224072,"about_ca_topic_score_gemma":0.6332412,"teacher_disagreement_score":0.289166,"about_ca_system_score_codex":0.0005475182,"about_ca_system_score_gemma":0.004542797,"threshold_uncertainty_score":0.99958223},"labels":[],"label_agreement":null},{"id":"W2738874111","doi":"","title":"Special issue on labour standards in India","year":2012,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Political science","score_opus":0.0257965927550528,"score_gpt":0.4055031505902942,"score_spread":0.3797065578352414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738874111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69841903,0.0005774106,0.0000058947826,0.0043492466,0.009388623,0.0002464894,0.00044148456,0.000038942977,0.28653288],"genre_scores_gemma":[0.9105622,0.00045010424,0.000114120616,0.0042953175,0.075593896,0.000015767811,0.0000050417734,0.00002373691,0.0089398],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971198,0.00046614924,0.00053201127,0.00014156585,0.00067863584,0.0010618586],"domain_scores_gemma":[0.9989703,0.000088753346,0.00022550087,0.000143267,0.00025637957,0.00031579097],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017803395,0.0001995912,0.00032243266,0.00010107424,0.0008857158,0.00002695937,0.00020235621,0.00017774827,0.008726269],"category_scores_gemma":[0.00035988653,0.00015766929,0.000075278775,0.00035950943,0.000041862328,0.00025151388,0.00012119015,0.0010211464,0.0010784353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015503031,0.000092022005,0.66629344,0.000023230717,0.000028808845,0.000033214765,0.0014266688,9.5039377e-7,0.000001781155,0.047462065,0.27860767,0.005875127],"study_design_scores_gemma":[0.0007656913,0.00005827816,0.49205396,0.00009375416,0.0000053127737,0.000008274491,0.0009438513,4.8874984e-8,0.0000017953441,0.0014244433,0.5045547,0.00008989999],"about_ca_topic_score_codex":0.00013236506,"about_ca_topic_score_gemma":0.000183871,"teacher_disagreement_score":0.27759308,"about_ca_system_score_codex":0.001038135,"about_ca_system_score_gemma":0.00032969084,"threshold_uncertainty_score":0.99969935},"labels":[],"label_agreement":null},{"id":"W2738945328","doi":"10.7202/1041064ar","title":"Expérience paternelle et problèmes intériorisés de jeunes enfants en situation de précarité : le point de vue des pères","year":2017,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.040514059190149214,"score_gpt":0.3916436669576969,"score_spread":0.3511296077675477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738945328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.922359,0.005538907,0.009785972,0.028755933,0.0014584351,0.001183329,0.000186152,0.00020589595,0.030526374],"genre_scores_gemma":[0.9631245,0.009300833,0.0064042993,0.0007296409,0.0008827114,0.0007463108,0.00005963975,0.00006463179,0.018687438],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9956125,0.0014542532,0.0007549499,0.000583494,0.00033229418,0.0012625222],"domain_scores_gemma":[0.9971037,0.0009502629,0.00061137986,0.00073933555,0.0003113602,0.00028398115],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018814274,0.00042815707,0.0004823535,0.0001369913,0.006149186,0.00029801845,0.0007120072,0.00045306227,0.00018316999],"category_scores_gemma":[0.0018765883,0.00044306583,0.00017080826,0.00015446414,0.0008918733,0.0015613922,0.00050329854,0.000747423,0.00010434751],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046728004,0.00026985694,0.424514,0.00042836615,0.0001382635,0.000022406148,0.5135894,0.00032280272,0.0016508343,0.042756356,0.009793219,0.0064678057],"study_design_scores_gemma":[0.0011073515,0.00022322193,0.6732548,0.0017520353,0.00014343412,0.000014785126,0.19803882,0.0017012594,0.0016885672,0.11072655,0.010663779,0.0006854016],"about_ca_topic_score_codex":0.026507024,"about_ca_topic_score_gemma":0.05766452,"teacher_disagreement_score":0.31555054,"about_ca_system_score_codex":0.00040618947,"about_ca_system_score_gemma":0.0012450285,"threshold_uncertainty_score":0.9998021},"labels":[],"label_agreement":null},{"id":"W2740431374","doi":"","title":"Labor Market Trends in North America - Has Economic Well-being Improved?","year":2000,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Business; Labour economics","score_opus":0.022235445394507145,"score_gpt":0.336773746370851,"score_spread":0.31453830097634383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740431374","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4624154,0.000046353947,0.0000013582829,0.008452507,0.00018315634,0.00014534745,0.000012969778,0.00009066366,0.52865225],"genre_scores_gemma":[0.68207204,0.00034436656,0.0001042038,0.003034707,0.0002557881,0.000108989116,0.000031406285,0.000025362046,0.31402314],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859977,0.00013670718,0.00041599135,0.0002675539,0.000057575344,0.0005224105],"domain_scores_gemma":[0.99947613,0.00014488466,0.00006706467,0.00022141617,0.000014955472,0.000075539996],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014888505,0.00015726285,0.00026906462,0.00014134076,0.00048118236,0.000010614742,0.0001292657,0.00007228631,0.087908655],"category_scores_gemma":[0.0000074898876,0.00013041809,0.000053163294,0.00022634507,0.00005840528,0.000119418786,0.000067146066,0.00027217163,0.001833985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094482544,0.00004308573,0.66839755,0.00002306857,0.00003301237,0.00000434831,0.003807107,0.0000074102973,0.0000046282203,0.00022569184,0.22447248,0.102887146],"study_design_scores_gemma":[0.00056523405,0.000041869593,0.41925302,0.000013381068,0.0000068876675,1.0017741e-7,0.0007160958,0.0002439267,0.0000019149284,0.00007787011,0.5789433,0.00013635945],"about_ca_topic_score_codex":0.0045768484,"about_ca_topic_score_gemma":0.031437013,"teacher_disagreement_score":0.35447085,"about_ca_system_score_codex":0.0001365421,"about_ca_system_score_gemma":0.00006146341,"threshold_uncertainty_score":0.9989432},"labels":[],"label_agreement":null},{"id":"W2740468307","doi":"10.7202/1040609ar","title":"Le retour au travail d’immigrants ayant subi une lésion professionnelle : les embûches de la rencontre interculturelle et la précarité du lien d’emploi","year":2017,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Integre de Sante et de Services Sociaux de Laval; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","score_opus":0.11022292426652838,"score_gpt":0.4151220607487103,"score_spread":0.3048991364821819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740468307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5944572,0.016757708,0.003911803,0.15525565,0.003788891,0.0018133108,0.00031841832,0.0003400242,0.22335696],"genre_scores_gemma":[0.85569215,0.03103155,0.0042918227,0.0011493124,0.0019247206,0.0003543386,0.0001243472,0.00018658872,0.10524514],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.980519,0.014997267,0.0014348868,0.0011626986,0.0005760586,0.0013101033],"domain_scores_gemma":[0.98080534,0.01545857,0.0013201497,0.0010855825,0.00083927263,0.00049110834],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.011008296,0.0009461749,0.0010745974,0.00023491576,0.00307056,0.00052673294,0.0020843453,0.0030144681,0.00040407057],"category_scores_gemma":[0.014682594,0.0008549123,0.00064218533,0.00025913448,0.0014091418,0.00085381314,0.0013716824,0.0061132447,0.000258675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014791186,0.0036447651,0.104403175,0.0034758125,0.0024116298,0.0010614293,0.5435247,0.00019376096,0.010828067,0.08619687,0.16831091,0.074469775],"study_design_scores_gemma":[0.006846605,0.00053055387,0.07107748,0.024867544,0.0010090218,0.0009458803,0.19622989,0.0026117398,0.0022802576,0.03134031,0.660236,0.0020247314],"about_ca_topic_score_codex":0.09869897,"about_ca_topic_score_gemma":0.054747093,"teacher_disagreement_score":0.49192506,"about_ca_system_score_codex":0.0018207926,"about_ca_system_score_gemma":0.0012993003,"threshold_uncertainty_score":0.9993902},"labels":[],"label_agreement":null},{"id":"W2741109493","doi":"10.7202/1040395ar","title":"Qualification de l’emploi, surqualification et rémunération horaire : les mères québécoises sont-elles avantagées par rapport aux mères ontariennes ?1","year":2017,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Quebec Statistical Institute","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.07413907398938215,"score_gpt":0.37770317176412227,"score_spread":0.30356409777474014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741109493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8435219,0.02653803,0.0019904,0.11631391,0.0027091445,0.0019928082,0.00046054696,0.0005248739,0.005948399],"genre_scores_gemma":[0.9479475,0.035846192,0.00083346624,0.0020319973,0.0012383029,0.0008737886,0.0006381823,0.0002080471,0.010382523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909809,0.0028137928,0.0018632252,0.0013512869,0.0007855739,0.002205226],"domain_scores_gemma":[0.9918928,0.00202246,0.0022464655,0.002143545,0.0009195991,0.00077512086],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0048969868,0.0010798251,0.0011856625,0.00083103025,0.010941712,0.0005219309,0.0013584424,0.0016920442,0.00028994516],"category_scores_gemma":[0.004169542,0.0011243982,0.00072783703,0.0005343888,0.00401368,0.0015606789,0.00026631323,0.001847257,0.00013975252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031382134,0.00053030933,0.68800175,0.00079304015,0.00066483323,0.000036259695,0.06485282,0.000018628445,0.0014911965,0.08869689,0.13267277,0.021927703],"study_design_scores_gemma":[0.0012239069,0.00028359643,0.71639854,0.0011398012,0.0006602208,0.000013471688,0.05324729,0.000074479714,0.00067879003,0.009003899,0.21610142,0.0011745923],"about_ca_topic_score_codex":0.41920847,"about_ca_topic_score_gemma":0.77562034,"teacher_disagreement_score":0.35641187,"about_ca_system_score_codex":0.00072900404,"about_ca_system_score_gemma":0.0033253194,"threshold_uncertainty_score":0.999604},"labels":[],"label_agreement":null},{"id":"W2741396535","doi":"10.59588/2243-786x.1257","title":"Togolese Informal Sector Workers’ Willingness to Pay for Access to Social Protection","year":2017,"lang":"en","type":"article","venue":"DLSU Business & Economics Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Willingness to pay; Business; Social protection; Public economics; Labour economics; Economics; Economic growth; Microeconomics","score_opus":0.21962327382549246,"score_gpt":0.46034291814860645,"score_spread":0.240719644323114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741396535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59300363,0.0032580711,0.009241766,0.3461695,0.0099250395,0.029561482,0.00042644024,0.00035481437,0.008059241],"genre_scores_gemma":[0.7687249,0.05988245,0.0019187139,0.08437902,0.017128415,0.048003778,0.00038604383,0.00056200894,0.019014655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812216,0.000058371676,0.0007776605,0.0003785916,0.000077759025,0.0005854813],"domain_scores_gemma":[0.998129,0.000059026785,0.000620554,0.0005231846,0.0005209458,0.00014728426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008399787,0.0002758025,0.0007444869,0.00007901674,0.0029338512,0.00015662865,0.0006977096,0.00014287948,0.00014221523],"category_scores_gemma":[0.00053516636,0.00021805851,0.00014021971,0.00016293315,0.000034238357,0.0007945481,0.000632435,0.00021353344,0.00033066177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006764656,0.00013431108,0.16758665,0.030044124,0.00028882676,0.000001944706,0.0035777325,0.0000725517,0.000024049323,0.0030421268,0.12251639,0.6720348],"study_design_scores_gemma":[0.0004224346,0.000023521605,0.3345186,0.0024254576,0.000049741826,2.9252504e-7,0.0000552612,0.000010563259,0.0000041392877,0.00012486531,0.6620924,0.0002727199],"about_ca_topic_score_codex":0.00052669935,"about_ca_topic_score_gemma":0.0013207138,"teacher_disagreement_score":0.6717621,"about_ca_system_score_codex":0.00017773618,"about_ca_system_score_gemma":0.00023984688,"threshold_uncertainty_score":0.9983642},"labels":[],"label_agreement":null},{"id":"W2742376122","doi":"10.1111/cars.12153","title":"Precarity in the Nonprofit Employment Services Sector","year":2017,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Precarity; Restructuring; Political science; Precarious work; Sociology; Work (physics)","score_opus":0.13154717445276948,"score_gpt":0.4020882535192041,"score_spread":0.2705410790664346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742376122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90183884,0.025014093,9.177689e-7,0.0595446,0.00085443765,0.0017403302,0.00028169565,0.000030223177,0.010694833],"genre_scores_gemma":[0.9637083,0.015214446,0.000042435593,0.019269206,0.0004269524,0.0007207397,0.00008771243,0.000026825684,0.0005033748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957367,0.001261819,0.0007729923,0.00044590727,0.000071462084,0.0017110743],"domain_scores_gemma":[0.9967579,0.00078283047,0.0006657439,0.0011511301,0.00024343134,0.00039895522],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004395294,0.0003032724,0.0008956891,0.000106405314,0.0021627876,0.000009795869,0.0016818129,0.00051990664,0.00035101222],"category_scores_gemma":[0.001364638,0.00022739862,0.00022673127,0.000089515765,0.0009641267,0.000108096625,0.00017577077,0.0011072287,0.00006611557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047546055,0.000012068722,0.9463209,0.0049225204,0.00007810927,0.000044934353,0.02621823,2.7512388e-7,0.000009098585,0.008191148,0.013176616,0.0010213684],"study_design_scores_gemma":[0.00033599915,0.00008399345,0.9249513,0.0039421814,0.00007904939,0.000003051032,0.017971348,0.0000025843299,6.942647e-7,0.0067376965,0.045649745,0.00024233272],"about_ca_topic_score_codex":0.26743668,"about_ca_topic_score_gemma":0.9014563,"teacher_disagreement_score":0.6340196,"about_ca_system_score_codex":0.0015853591,"about_ca_system_score_gemma":0.0013816217,"threshold_uncertainty_score":0.99913627},"labels":[],"label_agreement":null},{"id":"W2742956873","doi":"10.1007/s00038-017-1017-y","title":"Danger ahead: the burden of diseases, injuries, and risk factors in the Eastern Mediterranean Region, 1990–2015","year":2017,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Norwegian Institute of Public Health; Ophthalmic Research Center, Shahid Beheshti University of Medical Sciences; Warwick Medical School; Medical Research Council; Alfaisal University; King Fahad Medical City; National Institutes of Health; Tehran University of Medical Sciences and Health Services; Golestan University of Medical Sciences; Karolinska Institutet; Arak University of Medical Sciences; Aswan University; Jimma University; Institute for Health Metrics and Evaluation; Hospital for Sick Children; Inyuvesi Yakwazulu-Natali; Cleveland Clinic; Mazandaran University of Medical Sciences; University of Oxford; Jordan University of Science and Technology; Ministry of Health and Medical Education; South African Medical Research Council; University of Warwick; King Faisal Specialist Hospital and Research Centre; Universitetet i Bergen; Maragheh University of Medical Sciences; University of Sydney; Lunds Universitet; Uniwersytet Jagielloński Collegium Medicum; Seattle Children's Research Institute; Kermanshah University of Medical Sciences; Bill and Melinda Gates Foundation; University of Washington; Zahedan University of Medical Sciences; Iran University of Medical Sciences; University College London; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Wellcome Trust; King Saud University; Shahid Beheshti University of Medical Sciences; Imperial College London; American University of Beirut; Baylor University; Queensland Health; Universität Bielefeld; University of Melbourne; Harvard University; National Institute on Minority Health and Health Disparities; Jackson State University; Mekelle University; Arabian Gulf University; David Geffen School of Medicine, University of California, Los Angeles; Alborz University of Medical Sciences; Ain Shams University; Ball State University; Mansoura University; Hamadan University of Medical Sciences; Charles R. Drew University of Medicine and Science; Massachusetts General Hospital","keywords":"Medicine; Environmental health; Malnutrition; Public health; Risk factor; Disease burden; Disease; Global health; Burden of disease; Unrest; Population","score_opus":0.14381039731514292,"score_gpt":0.45081111033129895,"score_spread":0.30700071301615606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742956873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.697181,0.0010161499,0.000089630244,0.29946718,0.0014594971,0.0002366422,0.00006572111,0.0000048907414,0.0004793022],"genre_scores_gemma":[0.9950401,0.0019830617,0.000012065965,0.0010019748,0.0016695706,0.000009225415,0.000009906154,0.000010322574,0.00026373236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969125,0.0010679999,0.00085539947,0.00011217848,0.00075768464,0.00029425888],"domain_scores_gemma":[0.9963225,0.00075352105,0.0019147496,0.00030196132,0.00054991455,0.00015735127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003258753,0.000120516954,0.00029259984,0.00017911723,0.00079341995,0.000072829556,0.0010596077,0.000057181707,0.00003225401],"category_scores_gemma":[0.001623743,0.00006004424,0.00007825156,0.00005717101,0.0002503323,0.0003991469,0.00022098761,0.00061752513,0.0000025364377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040219264,0.000054054683,0.9093753,0.000028864519,0.00013754475,0.000007743754,0.036034785,8.7372194e-7,4.044509e-7,0.0012025605,0.04242885,0.010688766],"study_design_scores_gemma":[0.00084169616,0.00012805051,0.8052587,0.00022471684,0.000017078442,0.000008083065,0.013501302,0.00004097479,2.3140544e-7,0.0014462642,0.17847432,0.00005858062],"about_ca_topic_score_codex":0.011259803,"about_ca_topic_score_gemma":0.0010060394,"teacher_disagreement_score":0.29846522,"about_ca_system_score_codex":0.00013836629,"about_ca_system_score_gemma":0.0005314403,"threshold_uncertainty_score":0.9953243},"labels":[],"label_agreement":null},{"id":"W2744546523","doi":"10.4000/pistes.5165","title":"Adapter les mesures préventives de santé et de sécurité pour les travailleurs qui cumulent des précarités : les obligations d’équité","year":2017,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05201586403978739,"score_gpt":0.4422860176685431,"score_spread":0.3902701536287557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744546523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8206076,0.039083548,0.0025130413,0.029828286,0.0008907862,0.0013364974,0.0005527252,0.0004233455,0.10476419],"genre_scores_gemma":[0.95404917,0.020199949,0.0013152504,0.00022899079,0.001375463,0.0004730971,0.000032724256,0.00027130372,0.02205405],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98822427,0.0058052344,0.0014164662,0.0016028179,0.0007601858,0.0021910006],"domain_scores_gemma":[0.99298286,0.0030386976,0.0010890065,0.0014220176,0.000861367,0.0006060264],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.003918271,0.0013202564,0.0014203148,0.0004831376,0.008308328,0.00061418867,0.0016542173,0.0010306409,0.0016550812],"category_scores_gemma":[0.00267982,0.0012684002,0.0010246728,0.00022207473,0.0051265256,0.0014466258,0.0019460133,0.0027321905,0.00008973801],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051845907,0.0022381141,0.23477814,0.0011688104,0.0015110347,0.00014161777,0.5991435,0.00006696667,0.0007829495,0.049484294,0.017220417,0.09294571],"study_design_scores_gemma":[0.0020188675,0.000324053,0.66247195,0.003553405,0.00039217717,0.000044484488,0.30326986,0.00016639581,0.000326775,0.022158463,0.004337211,0.00093638175],"about_ca_topic_score_codex":0.014188089,"about_ca_topic_score_gemma":0.067409575,"teacher_disagreement_score":0.42769378,"about_ca_system_score_codex":0.00094592944,"about_ca_system_score_gemma":0.001712049,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2744829586","doi":"10.56105/cjsae.v20i2.1111","title":"Learning among lower-wage and at-risk workers: The role of personal,organizational, and social resources","year":2007,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Toronto","funders":"","keywords":"Wage; Adult education; Business; Labour economics; Sociology; Public relations; Economics; Political science; Pedagogy","score_opus":0.01673629577942377,"score_gpt":0.3293296265876638,"score_spread":0.31259333080824003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744829586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460167,0.0012222136,0.0000059601657,0.002828467,0.00037814493,0.0005512533,0.000008922567,0.0000030676204,0.0004003213],"genre_scores_gemma":[0.99789464,0.0000730267,0.0000087449935,0.00007932948,0.00045185714,0.00001534462,0.0000025689944,0.00001253316,0.001461956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915963,0.00015464847,0.00027425765,0.00008584253,0.00012172478,0.00020386332],"domain_scores_gemma":[0.99853975,0.00052872696,0.00036161442,0.000053550775,0.00042271925,0.000093614064],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008526398,0.00007622042,0.0001175588,0.00008943328,0.005092604,0.000014885936,0.000093121926,0.000044139582,0.000038703827],"category_scores_gemma":[0.0003542693,0.000048460373,0.000029081006,0.000121955076,0.00016917569,0.000052521365,0.000024075622,0.00028537214,5.769215e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003038909,0.000020076352,0.78318566,0.00001258234,0.000069549824,8.9062944e-8,0.2105451,0.0000011954945,0.0000054198035,0.000105153595,0.0014865795,0.004538215],"study_design_scores_gemma":[0.00021328573,0.00010490154,0.56601435,0.00003686274,0.00006193304,9.0412544e-7,0.42743728,0.0000048015795,0.0000019885006,0.00019411294,0.0058980226,0.000031591124],"about_ca_topic_score_codex":0.016569067,"about_ca_topic_score_gemma":0.15408053,"teacher_disagreement_score":0.21717134,"about_ca_system_score_codex":0.0000822207,"about_ca_system_score_gemma":0.00028974502,"threshold_uncertainty_score":0.99620265},"labels":[],"label_agreement":null},{"id":"W2745727305","doi":"10.1007/978-3-319-55086-2_8","title":"Closing the Open Door? Canada’s Changing Policy for Migrant Caregivers","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Deskilling; Closing (real estate); Incentive; Work (physics); Business; Child care; Demographic economics; Nursing; Labour economics; Political science; Medicine; Economics; Engineering; Finance","score_opus":0.10657322951167338,"score_gpt":0.4177662303175438,"score_spread":0.3111930008058704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745727305","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010859969,0.0004139896,0.000022347407,0.079424545,0.0012692185,0.0028387595,0.00027502264,0.00003883602,0.9157064],"genre_scores_gemma":[0.0029764771,0.00021050854,0.00003715051,0.0044601094,0.0018578034,0.00020526847,0.00006900843,0.00007757474,0.9901061],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832135,0.000036001446,0.00034779703,0.00034127932,0.00024194327,0.00071161945],"domain_scores_gemma":[0.998153,0.00041531387,0.00045462194,0.0006706927,0.0002125712,0.00009380626],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004331527,0.0003335813,0.0005150932,0.00011811642,0.00645424,0.00005059401,0.0010086109,0.00023292555,0.00036034235],"category_scores_gemma":[0.000094745476,0.00020764406,0.00013817004,0.000011451378,0.0000921044,0.000075757205,0.0011022403,0.0004668223,0.000026002936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026650265,0.0000014986892,0.00014083498,0.00015277043,0.00019660157,0.00000499614,0.005515177,1.2227788e-7,4.9927615e-7,0.39800498,0.5930464,0.0029094652],"study_design_scores_gemma":[0.0004776917,0.000022105318,0.000085739404,0.0006812032,0.00009509562,4.4495093e-7,0.0027892976,0.000001971362,0.0000010620422,0.0060427478,0.98953086,0.00027175026],"about_ca_topic_score_codex":0.90001655,"about_ca_topic_score_gemma":0.97896296,"teacher_disagreement_score":0.3964845,"about_ca_system_score_codex":0.0006290174,"about_ca_system_score_gemma":0.0031024734,"threshold_uncertainty_score":0.99483925},"labels":[],"label_agreement":null},{"id":"W2745887422","doi":"10.1080/02692171.2018.1518410","title":"Impact of individual and institutional factors on wage rate for nurses in Canada: is there a monopsony market?","year":2018,"lang":"en","type":"article","venue":"International Review of Applied Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo; Employment and Social Development Canada; Canadian Institutes of Health Research; Université Laval","keywords":"Monopsony; Economics; Wage; Wage rate; Labour economics","score_opus":0.04739278527052731,"score_gpt":0.3827948902049046,"score_spread":0.3354021049343773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745887422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783017,0.0005919016,0.000002677641,0.0006806204,0.00045602987,0.00064509094,0.0010600758,0.0000026624866,0.018259242],"genre_scores_gemma":[0.992115,0.0064989305,0.000037029917,0.00094194995,0.00008519856,0.00008406394,0.00006142647,0.000008297522,0.0001680934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991421,0.000019728677,0.0004934465,0.00014492084,0.00006993294,0.00012986771],"domain_scores_gemma":[0.99912983,0.00033617546,0.000319658,0.00008934891,0.00009352834,0.000031428302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031949885,0.00010704642,0.00030633414,0.00005881569,0.000070943905,0.0000022918557,0.00015268053,0.000035278914,0.00048524488],"category_scores_gemma":[0.0000775055,0.00008404372,0.000055487777,0.00003133835,0.000066382854,0.00004431039,0.00006293112,0.00008124996,0.0000032811367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007402206,0.00013196826,0.79387367,0.0022904994,0.00096228387,3.8830936e-7,0.0020548035,0.00003055069,0.000024387715,0.075496696,0.09439478,0.029999759],"study_design_scores_gemma":[0.00067150284,0.00007774826,0.95099175,0.0013655939,0.000021397793,1.04594456e-7,0.00021693525,0.00006227416,0.000054908167,0.0013252774,0.045110263,0.00010225028],"about_ca_topic_score_codex":0.044209007,"about_ca_topic_score_gemma":0.087924,"teacher_disagreement_score":0.15711808,"about_ca_system_score_codex":0.0003968981,"about_ca_system_score_gemma":0.0006825853,"threshold_uncertainty_score":0.9621557},"labels":[],"label_agreement":null},{"id":"W2746684563","doi":"10.1111/irj.12178","title":"The compliance model of employment standards enforcement: an evidence‐based assessment of its efficacy in instances of wage theft","year":2017,"lang":"en","type":"article","venue":"Industrial Relations Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Enforcement; Compliance (psychology); Deterrence theory; Deterrence (psychology); Business; Wage; Work (physics); Labour economics; Economics; Political science; Psychology; Law and economics; Social psychology; Law; Engineering","score_opus":0.4965787214526592,"score_gpt":0.5481290899426444,"score_spread":0.05155036848998523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746684563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850233,0.00058695616,0.0013962602,0.0036040237,0.0007350868,0.0010590318,0.00014819141,0.000008852527,0.007438288],"genre_scores_gemma":[0.99855334,0.00061292545,0.00022919737,0.000015034003,0.00014053547,0.000026443036,0.0000024464705,0.0000105490435,0.00040953778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691606,0.0005144759,0.0013316228,0.00012931754,0.00082514645,0.0002833948],"domain_scores_gemma":[0.9955548,0.0010982994,0.002053505,0.0004293463,0.00078896055,0.0000751004],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036895976,0.00013178296,0.00038710257,0.0001334374,0.0019194746,0.000025337536,0.000523034,0.00014983177,0.00013307035],"category_scores_gemma":[0.0018719672,0.000088336,0.000100674224,0.00012255696,0.0002435384,0.0005090599,0.000117161035,0.00086351443,8.3223745e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011360807,0.00072215917,0.83712065,0.00010401456,0.0002813187,0.0000029291382,0.0044836164,0.064800724,0.0011043731,0.065316245,0.0020114884,0.022916421],"study_design_scores_gemma":[0.021873768,0.0019117895,0.8665439,0.022169126,0.00033506932,0.0000011480316,0.005201422,0.06516428,0.0013522283,0.0053033163,0.009571276,0.00057266495],"about_ca_topic_score_codex":0.00016382143,"about_ca_topic_score_gemma":0.000344035,"teacher_disagreement_score":0.060012933,"about_ca_system_score_codex":0.0002950698,"about_ca_system_score_gemma":0.0017562413,"threshold_uncertainty_score":0.9993799},"labels":[],"label_agreement":null},{"id":"W2746743241","doi":"","title":"Le conflit travail-famille et la rétention des médecins résidents du Québec élaboration et première validation de deux instruments de mesure","year":2008,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","score_opus":0.023401398667666214,"score_gpt":0.27953139859410486,"score_spread":0.25612999992643865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746743241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439871,0.0038593444,0.019258827,0.002520446,0.0005052591,0.00056599604,0.0000629024,0.00004568865,0.029194443],"genre_scores_gemma":[0.98350406,0.005158179,0.0016564095,0.00008103591,0.00007681789,0.000002706631,0.000048078316,0.000018701581,0.0094539905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969732,0.0015587567,0.0004479863,0.00029004237,0.00037790934,0.00035206767],"domain_scores_gemma":[0.9986261,0.00021297208,0.00028454882,0.00025243612,0.00049658935,0.00012732022],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00094279175,0.00025196926,0.00035428637,0.00013342855,0.0021091558,0.000013714927,0.00042249437,0.0003639582,0.00007343924],"category_scores_gemma":[0.00024230668,0.00026289088,0.00024731798,0.0003091061,0.0014027851,0.0006759027,0.00032850532,0.0004380208,0.000044022665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029694723,0.0011278926,0.8617283,0.002897398,0.00044159862,0.000013307278,0.0578425,0.0048770625,0.007836673,0.054568704,0.006490073,0.0018795016],"study_design_scores_gemma":[0.0023538356,0.000110171255,0.9520047,0.0043228064,0.00030316558,0.000036999027,0.0018194194,0.0013736353,0.0050457194,0.00073231576,0.0316602,0.00023708912],"about_ca_topic_score_codex":0.069554366,"about_ca_topic_score_gemma":0.24983528,"teacher_disagreement_score":0.18028092,"about_ca_system_score_codex":0.0018143518,"about_ca_system_score_gemma":0.0027912895,"threshold_uncertainty_score":0.99998236},"labels":[],"label_agreement":null},{"id":"W2750248317","doi":"10.1177/1048291117724847","title":"Protecting Pregnant Workers while Fighting Sexism: Work–Pregnancy Balance and Pregnant Nurses’ Resistance in Québec Hospitals: Protéger les travailleuses enceintes en luttant contre le sexisme: équilibre travail-grossesse et résistance d'infirmières enceintes dans des hôpitaux québécois","year":2017,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Legislation; Salary; Political science; Pregnancy; Medicine; Nursing; Business; Obstetrics; Welfare economics; Economics; Law","score_opus":0.04020388254575025,"score_gpt":0.36531232020169807,"score_spread":0.3251084376559478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750248317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91196615,0.06289789,0.00036372052,0.021767266,0.00017190684,0.0017847548,0.00019426228,0.00003654851,0.0008175251],"genre_scores_gemma":[0.98493105,0.010788603,0.0016544462,0.00022620609,0.00030619337,0.00022403599,0.000007916769,0.000036393943,0.001825161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961987,0.0006588736,0.0013255272,0.00046725286,0.00042496534,0.00092469295],"domain_scores_gemma":[0.9969485,0.000744874,0.0015705738,0.0003132987,0.00007768892,0.00034508915],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009829463,0.00040136863,0.0006566608,0.00021196695,0.004494768,0.00008246248,0.00035226322,0.00016256295,0.000038668648],"category_scores_gemma":[0.0006746845,0.0003296556,0.00011179004,0.00014728164,0.00091119704,0.0009289059,0.00023776852,0.0008379034,0.0000033350177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003804576,0.0002583954,0.91553366,0.0005565769,0.00008129211,0.000017508724,0.051372513,0.000020746742,0.00044447248,0.0031675233,0.00065231207,0.027514512],"study_design_scores_gemma":[0.001761585,0.00033777257,0.95174867,0.014195377,0.000023570869,0.000022414602,0.02701107,0.000022984324,0.000031487492,0.0011403069,0.0033877168,0.00031704092],"about_ca_topic_score_codex":0.076740116,"about_ca_topic_score_gemma":0.17056271,"teacher_disagreement_score":0.0938226,"about_ca_system_score_codex":0.0008881599,"about_ca_system_score_gemma":0.0022832397,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W2750366482","doi":"10.5539/res.v9n3p151","title":"Generational Divide: A New Model to Measure and Prevent Youth Social and Economic Discrimination","year":2017,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Inequality; Phenomenon; Economics; Youth unemployment; Demographic economics; Crunch; Measure (data warehouse); Set (abstract data type); Labour economics; Economic growth","score_opus":0.36502538118914896,"score_gpt":0.4811899717284092,"score_spread":0.11616459053926026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750366482","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31115794,0.53730524,0.00050900865,0.09670114,0.00066530803,0.003055463,0.00021368785,0.00006858034,0.050323654],"genre_scores_gemma":[0.7185174,0.2743985,0.00032322705,0.0014546411,0.00084547664,0.000040474857,0.000010523238,0.000026300597,0.0043834127],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990187,0.00022350847,0.0003488119,0.00018097166,0.00009914226,0.00012882343],"domain_scores_gemma":[0.9993893,0.000044254604,0.0002681316,0.00014397323,0.00010603912,0.000048322177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080140587,0.00011561489,0.00035495104,0.000021379386,0.0012846852,0.000010373578,0.00009027847,0.000013148704,0.000006183079],"category_scores_gemma":[0.0003464512,0.0000859885,0.000039414157,0.000010346183,0.00007723167,0.000109296794,0.00049734686,0.00006901843,0.000015055038],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066542285,0.000096900396,0.07821553,0.028512133,0.0011840127,0.0000030530389,0.12150293,0.000010214657,0.00011555288,0.039994173,0.54075164,0.18954733],"study_design_scores_gemma":[0.0021432324,0.00025572753,0.89081097,0.036324643,0.0013862258,0.0000010992252,0.006811184,0.00006472224,0.0000134411885,0.0030604969,0.0582903,0.0008379783],"about_ca_topic_score_codex":0.000029712603,"about_ca_topic_score_gemma":0.00013221585,"teacher_disagreement_score":0.8125954,"about_ca_system_score_codex":0.00003195069,"about_ca_system_score_gemma":0.000040115105,"threshold_uncertainty_score":0.98808897},"labels":[],"label_agreement":null},{"id":"W2751897298","doi":"10.1016/j.jneb.2017.06.010","title":"The Impact of Economic Conditions on Healthy Dietary Intake: Evidence From Fluctuations in Canadian Unemployment Rates","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Impact; McMaster University; University of Waterloo","funders":"","keywords":"Consumption (sociology); Unemployment; Proxy (statistics); Metropolitan area; Estimation; Economics; Unemployment rate; Demographic economics; Demography; Environmental health; Medicine; Mathematics; Statistics; Economic growth","score_opus":0.10287608419362652,"score_gpt":0.49317425646891777,"score_spread":0.39029817227529123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751897298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97195363,0.00086184184,3.3870216e-7,0.025474617,0.0010546603,0.0004437015,0.00009724575,0.0000023385048,0.000111615795],"genre_scores_gemma":[0.9968935,0.002222417,0.000027316455,0.00019952403,0.00033962453,0.00017572263,0.000020660555,0.000006222012,0.000114973234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989501,0.00015037792,0.00054638094,0.000084596744,0.00008933776,0.00017917059],"domain_scores_gemma":[0.99822044,0.0004117358,0.0008019109,0.00017974354,0.00021703649,0.00016912042],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039966294,0.000083773644,0.0001808759,0.0001876916,0.001306015,0.000031912063,0.00014161873,0.000074572934,0.0001831394],"category_scores_gemma":[0.0002231128,0.00005848355,0.00007285432,0.00003763287,0.000093879346,0.0002749604,0.000016260228,0.0003187281,0.0000106684565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005555141,0.00081431726,0.97741175,0.000017900886,0.000023589651,0.0000011221734,0.001036629,0.000004099722,0.00018668947,0.00022319208,0.017889388,0.0023357784],"study_design_scores_gemma":[0.000529863,0.00025763625,0.9933522,0.00060067966,0.00004341644,0.0000016372991,0.0031191465,0.0000049322266,0.000019134231,0.00093491504,0.0010836239,0.00005286612],"about_ca_topic_score_codex":0.14339018,"about_ca_topic_score_gemma":0.18985587,"teacher_disagreement_score":0.046465687,"about_ca_system_score_codex":0.0006036984,"about_ca_system_score_gemma":0.0012515374,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W2753113223","doi":"10.1016/j.jaging.2017.08.002","title":"Precarity in late life: Understanding new forms of risk and insecurity","year":2017,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Hamilton Health Sciences; Concordia University; Western University; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Precarity; Austerity; Disadvantage; Context (archaeology); Inequality; Sociology; Longevity; Social inequality; Life course approach; Political science; Politics; Gender studies; Social psychology; Psychology; Geography; Gerontology; Medicine","score_opus":0.21359327896435026,"score_gpt":0.46895746146780004,"score_spread":0.2553641825034498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753113223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840619,0.008941622,0.000059578353,0.0053761797,0.00049753336,0.00010956346,0.0000042479264,0.0000061478368,0.0009432131],"genre_scores_gemma":[0.9844387,0.015057017,0.00010437957,0.000058322497,0.00019331882,0.0000011386484,7.4199285e-8,0.000006603552,0.00014044097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885964,0.00011201153,0.0005619115,0.00008377763,0.00017088251,0.00021174767],"domain_scores_gemma":[0.9979912,0.00051310245,0.0011574998,0.00012853503,0.00014499505,0.00006466565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012260901,0.00010200585,0.0004898147,0.00011910829,0.0011133227,0.000011967875,0.00012814329,0.000048660033,0.000004044921],"category_scores_gemma":[0.0016282928,0.0000696941,0.000057467223,0.000042512143,0.0001471732,0.0002899507,0.00028749238,0.0004828025,5.458187e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048175556,0.00001634871,0.9483081,0.0001811381,0.0002183216,0.0000054142724,0.047637094,0.0000027503595,0.000007000882,0.0012680981,0.0016153699,0.0006921516],"study_design_scores_gemma":[0.0014954369,0.00008375368,0.9020502,0.0012235648,0.00008433203,6.2020933e-7,0.01852184,0.0000043001405,0.000013895956,0.076109394,0.0003350933,0.00007755383],"about_ca_topic_score_codex":0.00046823543,"about_ca_topic_score_gemma":0.0022398513,"teacher_disagreement_score":0.0748413,"about_ca_system_score_codex":0.000118198375,"about_ca_system_score_gemma":0.000092609254,"threshold_uncertainty_score":0.8562891},"labels":[],"label_agreement":null},{"id":"W2754132861","doi":"","title":"Chapter 1. Underage Drinking in Europe and North America","year":2012,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Criminology; Psychology","score_opus":0.056043969225735436,"score_gpt":0.3163545332851457,"score_spread":0.2603105640594102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754132861","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013048745,0.002261755,0.00014259545,0.024230512,0.0022192718,0.0018992694,0.0004082391,0.00020843647,0.96732503],"genre_scores_gemma":[0.1458445,0.025175055,0.00032073195,0.07354148,0.0054004355,0.0010349122,0.0062399297,0.00048818684,0.74195474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658966,0.00017649557,0.0010727237,0.00077485864,0.0005799317,0.0008063181],"domain_scores_gemma":[0.9976937,0.0003706696,0.00072419527,0.00050752703,0.00041728886,0.0002866132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004304776,0.000685487,0.00087340974,0.00034100073,0.0012534835,0.000058272206,0.00030435075,0.00044330378,0.012676255],"category_scores_gemma":[0.00007793994,0.0006656205,0.00011314481,0.00013837329,0.0002742891,0.003468517,0.00064190663,0.001354401,0.0037612813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012841409,0.00009609687,0.010065519,0.00036227825,0.00020611804,0.00012077529,0.001418243,0.0000050524304,0.000008553269,0.94580764,0.020940522,0.020840786],"study_design_scores_gemma":[0.0009570692,0.00012406457,0.06689441,0.0010741903,0.000112130416,0.0000063191155,0.00017357996,0.0000032176154,0.0000018097833,0.005560858,0.9243308,0.00076154864],"about_ca_topic_score_codex":0.000106614156,"about_ca_topic_score_gemma":0.0068122144,"teacher_disagreement_score":0.94024676,"about_ca_system_score_codex":0.00021548278,"about_ca_system_score_gemma":0.00012055212,"threshold_uncertainty_score":0.9995795},"labels":[],"label_agreement":null},{"id":"W2754927066","doi":"10.1017/9781316779507.017","title":"The Great Recession, Health, and Health Inequalities in Adolescents in North America, Europe, and Israel","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Recession; Socioeconomic status; Great recession; Inequality; Unemployment; Health equity; Demographic economics; Environmental health; Demography; Medicine; Political science; Economic growth; Economics; Health care; Sociology; Population; Labour economics","score_opus":0.0857754950558187,"score_gpt":0.32906853295716654,"score_spread":0.24329303790134782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754927066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011426005,0.009667657,0.000007321797,0.0048366655,0.0005978966,0.0025881696,0.00040834275,0.000103638835,0.97036433],"genre_scores_gemma":[0.0072007175,0.027193328,0.0000060679445,0.0014338029,0.00010754719,0.000005872226,0.000050361665,0.00004664102,0.96395564],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976765,0.00045810314,0.0005163748,0.00051718176,0.00022165511,0.0006101833],"domain_scores_gemma":[0.9981906,0.00015132976,0.00075534906,0.00050435186,0.00012923495,0.000269175],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00048037287,0.00036859335,0.0007299799,0.00020682643,0.0022647,0.000028736184,0.0003566741,0.00019231335,6.927324e-7],"category_scores_gemma":[0.00004814705,0.0003124779,0.000042722448,0.000015145667,0.00049757457,0.00010003667,0.0009496943,0.0011048676,0.0000046342147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009482874,0.000045914752,0.40080506,0.0050237975,0.0001579964,0.00024376478,0.015648155,3.9049763e-7,3.0235284e-7,0.34774974,0.16408285,0.06529373],"study_design_scores_gemma":[0.001235614,0.00011623159,0.073913746,0.0034591707,0.000013524574,0.0000010833693,0.0020570331,0.000003270621,4.848129e-8,0.0000145574995,0.9188959,0.00028980273],"about_ca_topic_score_codex":0.014116445,"about_ca_topic_score_gemma":0.0128220385,"teacher_disagreement_score":0.7548131,"about_ca_system_score_codex":0.00029113676,"about_ca_system_score_gemma":0.0004539782,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W2755201572","doi":"10.1136/annrheumdis-2017-eular.1803","title":"THU0613 Exploring the impact of health status and well-being of people with inflammatory arthritis on presenteeism in the workplace: a qualitative study","year":2017,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; UCB Pharma; University of British Columbia; Health Canada; Keele University; University of Toronto","keywords":"Presenteeism; Arthritis; Qualitative research; Inflammatory arthritis; Medicine; Psychology; Absenteeism; Internal medicine; Sociology; Social psychology","score_opus":0.12018696337237318,"score_gpt":0.4699370038856504,"score_spread":0.34975004051327724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755201572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991677,0.0015019445,0.0000012355727,0.0046027023,0.00006298584,0.001686788,0.000029575656,0.000007476414,0.0004303126],"genre_scores_gemma":[0.9973065,0.0022586563,0.0000019257784,0.00007487398,0.0000132537525,0.00027678523,0.0000014210375,0.000013169372,0.000053416607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632263,0.0021123956,0.0006582821,0.0001432468,0.00042135103,0.0003420786],"domain_scores_gemma":[0.9955589,0.002424085,0.0010979068,0.0007429713,0.00012309276,0.000053022948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019166303,0.00016129528,0.0005212229,0.000062375046,0.0010056437,0.000016230184,0.0004143478,0.000017740382,0.00001469801],"category_scores_gemma":[0.00088224845,0.00006757942,0.00010759551,0.000115122864,0.00028965276,0.0001797194,0.0002503074,0.0001886619,0.0000011963137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018890639,0.0002722975,0.6049671,0.00035700545,0.00019497804,3.0557376e-7,0.39078364,0.000035206387,1.7257008e-7,0.0007372245,0.0008227385,0.0016403856],"study_design_scores_gemma":[0.00067005696,0.00040369888,0.7298141,0.003041062,0.000018807927,6.846898e-8,0.2634443,0.000007422673,0.0000022990766,0.0025432124,0.0000052463174,0.00004974091],"about_ca_topic_score_codex":0.0069021196,"about_ca_topic_score_gemma":0.0016826413,"teacher_disagreement_score":0.12733933,"about_ca_system_score_codex":0.00001712917,"about_ca_system_score_gemma":0.00018760911,"threshold_uncertainty_score":0.999711},"labels":[],"label_agreement":null},{"id":"W2755270779","doi":"10.3326/pse.41.3.4","title":"Patterns of welfare-to-employment transitions of Croatian Guaranteed Minimum Benefit recipients: a preliminary study","year":2017,"lang":"en","type":"article","venue":"Public Sector Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Welfare; Demographic economics; Social assistance; Work (physics); Statutory law; Social capital; Social Welfare; Labour economics; Debt; Business; Economics; Economic growth; Political science; Geography; Finance","score_opus":0.0770706077838298,"score_gpt":0.35822610257647663,"score_spread":0.28115549479264684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755270779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795897,0.00003321469,0.000037419795,0.013208144,0.001153033,0.0019367748,0.0007399437,0.00004940673,0.0032523512],"genre_scores_gemma":[0.99800545,0.00002639486,0.000058648588,0.00030745447,0.0001838782,0.0004389419,0.000037171874,0.0000489053,0.00089314097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975995,0.00012618619,0.0011411811,0.00043858777,0.00015029119,0.00054425513],"domain_scores_gemma":[0.99744004,0.00015638622,0.00082796824,0.0011310563,0.000264448,0.00018008055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006051887,0.00026184093,0.00067728275,0.00028242663,0.0012382914,0.000033846736,0.0007159191,0.00012843228,0.0007488395],"category_scores_gemma":[0.00015739142,0.00025577634,0.00016752255,0.00007220808,0.000071277034,0.00028440417,0.00037722522,0.00021954358,0.000031675354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022619312,0.0009046505,0.97245944,0.00012492832,0.00036215872,0.0000013701424,0.019958867,0.000010883063,0.00003907195,0.003902082,0.0005387569,0.0014716232],"study_design_scores_gemma":[0.0021884162,0.0010176292,0.9757851,0.00013745883,0.00008577808,4.4686445e-7,0.01064232,0.00003559989,0.00004856842,0.00019573883,0.009615017,0.00024796583],"about_ca_topic_score_codex":0.0022735235,"about_ca_topic_score_gemma":0.0064735655,"teacher_disagreement_score":0.018415753,"about_ca_system_score_codex":0.00017247585,"about_ca_system_score_gemma":0.000107892854,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W2756026753","doi":"10.1177/0020731417730011","title":"“It’s Totally Destroyed Our Life”","year":2017,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Business","score_opus":0.08037161623999803,"score_gpt":0.4908389713972404,"score_spread":0.4104673551572424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756026753","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43400198,0.0012058024,0.00012810974,0.538541,0.01127811,0.000283286,0.000028021637,0.000031287665,0.014502411],"genre_scores_gemma":[0.97603357,0.00079918833,0.00032818233,0.019619387,0.00220514,0.0000070616984,0.000004729338,0.000015255419,0.0009875045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976423,0.00020259236,0.0010731415,0.000118428594,0.000636236,0.00032732674],"domain_scores_gemma":[0.9958459,0.000106222265,0.0025764871,0.00022441985,0.0010550041,0.00019194372],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013415654,0.00012750278,0.00034244178,0.00013136827,0.0013638205,0.00007026197,0.0011435547,0.00007105713,0.00013115843],"category_scores_gemma":[0.00013721197,0.000097333774,0.000109300614,0.000021528647,0.000023211891,0.00050446996,0.00027938746,0.00039361283,0.000109485925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045202326,0.00018098023,0.89943016,0.00049271545,0.0006625457,0.0000764897,0.014455812,0.000020893758,0.000052648993,0.0023114134,0.071200326,0.010663969],"study_design_scores_gemma":[0.002313685,0.00025082543,0.787989,0.0019376111,0.000022857605,0.000019927556,0.014844063,0.000046977235,0.00000640601,0.0016968265,0.19072358,0.00014819935],"about_ca_topic_score_codex":0.00143927,"about_ca_topic_score_gemma":0.0011617161,"teacher_disagreement_score":0.5420316,"about_ca_system_score_codex":0.00015681906,"about_ca_system_score_gemma":0.0006016861,"threshold_uncertainty_score":0.9999363},"labels":[],"label_agreement":null},{"id":"W2757612310","doi":"10.25071/1705-1436.4","title":"Precarious Employment and Social Outcomes","year":2014,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Labour economics; Sociology; Political science; Demographic economics; Business; Economics","score_opus":0.05698256935748755,"score_gpt":0.40635259320300304,"score_spread":0.3493700238455155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757612310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9600678,0.000109820256,0.000036670655,0.024433147,0.0007131496,0.0003227454,0.00001632739,0.00015567403,0.014144645],"genre_scores_gemma":[0.95581126,0.00002483387,0.000057030345,0.004361878,0.0004706401,0.00007979909,0.0000053474387,0.000019709272,0.039169528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989063,0.00017397197,0.0002310589,0.00018032693,0.00015192022,0.00035638126],"domain_scores_gemma":[0.999498,0.00018083442,0.000085999454,0.000118064236,0.000065026405,0.00005209158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029731856,0.00012650744,0.00024812235,0.00003806671,0.0010223655,0.000009300605,0.000075723336,0.00010412001,0.0002132104],"category_scores_gemma":[0.000065937485,0.000096045595,0.00003911009,0.000050640036,0.000045688084,0.000049913702,0.00016515933,0.00021453499,0.00019243777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011852212,0.000028716655,0.9082049,0.00011288703,0.000049302413,8.260064e-7,0.012897971,1.0450896e-7,0.000024655448,0.04875545,0.02556214,0.004351166],"study_design_scores_gemma":[0.00054572325,0.000030616335,0.6495898,0.000012980572,0.000019933626,9.285865e-8,0.0010367972,0.0000018611128,0.0000032736773,0.00096633204,0.3477027,0.00008992155],"about_ca_topic_score_codex":0.00041531379,"about_ca_topic_score_gemma":0.0005777849,"teacher_disagreement_score":0.32214057,"about_ca_system_score_codex":0.00004032423,"about_ca_system_score_gemma":0.000025090574,"threshold_uncertainty_score":0.78633124},"labels":[],"label_agreement":null},{"id":"W2758422541","doi":"10.1111/ilrs.12057","title":"¿Trabajo no productivo? Desglose del sector del cuidado desde una perspectiva comparada","year":2017,"lang":"es","type":"article","venue":"Revista Internacional del Trabajo","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","score_opus":0.08119081571843285,"score_gpt":0.4082144355478323,"score_spread":0.3270236198293995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758422541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9355032,0.012522195,0.00053470314,0.015759539,0.004776514,0.0031557342,0.0010002076,0.00040211834,0.026345776],"genre_scores_gemma":[0.97017586,0.002934445,0.0006095775,0.00078067207,0.0052952375,0.00026647208,0.00010207887,0.00027065925,0.019564968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916478,0.00088941,0.0020371,0.00203679,0.001394073,0.0019948178],"domain_scores_gemma":[0.9927584,0.00067415915,0.0017204029,0.002483259,0.0016011122,0.00076269027],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013329319,0.001465672,0.0019337051,0.00036584437,0.004971938,0.0006899597,0.0023797725,0.0006250922,0.0019508735],"category_scores_gemma":[0.0015568786,0.0013219253,0.0009829018,0.0002335762,0.0010355203,0.0010518109,0.0012429302,0.0021641576,0.0032228942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00189775,0.002210223,0.58815,0.005381822,0.002675152,0.00039934152,0.005184785,0.000014982347,0.0028485376,0.2573646,0.13088551,0.0029872446],"study_design_scores_gemma":[0.0064838915,0.0013135448,0.6312477,0.018627265,0.0011148958,0.00017791461,0.003125465,0.0011914839,0.00050147,0.0038261064,0.32864842,0.0037418767],"about_ca_topic_score_codex":0.0026074967,"about_ca_topic_score_gemma":0.00035908536,"teacher_disagreement_score":0.25353852,"about_ca_system_score_codex":0.0011847063,"about_ca_system_score_gemma":0.0006958165,"threshold_uncertainty_score":0.99980927},"labels":[],"label_agreement":null},{"id":"W2758834325","doi":"","title":"Child Economic Vulnerability Dynamics in the Recession","year":2016,"lang":"en","type":"book-chapter","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trinity College Dublin; Ulster University; University College Dublin; Royal Irish Academy; Economic and Social Research Institute; Queen's University Belfast; Queen's University; European Commission; Society for Research in Child Development; Deparment of Children and Youth Affairs, Ireland; UNICEF","keywords":"Recession; Vulnerability (computing); Dynamics (music); Great recession; Economics; Geography; Environmental science; Psychology; Keynesian economics; Computer science; Computer security","score_opus":0.23964352541232165,"score_gpt":0.4960889967382384,"score_spread":0.2564454713259168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758834325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023246856,0.00034127638,0.000027032782,0.08712842,0.0020769285,0.011195879,0.0044451077,0.00026705264,0.87127143],"genre_scores_gemma":[0.43194678,0.0030954876,0.000033957294,0.002291761,0.0035070512,0.0024638902,0.0005792721,0.00031896122,0.5557628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98457533,0.0044339537,0.0029483452,0.0023150998,0.0027222969,0.003004985],"domain_scores_gemma":[0.98218,0.011394848,0.0008965381,0.003190047,0.0015208505,0.000817711],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0171991,0.0013207856,0.0022262943,0.0029633634,0.005386452,0.00037773605,0.0055591604,0.0018059007,0.0047942847],"category_scores_gemma":[0.0031362309,0.00090500235,0.000581961,0.0009518593,0.0008864207,0.0011176111,0.0055348612,0.00985811,0.0048024454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029583862,0.0005436032,0.023697747,0.0010934623,0.00034200636,0.00021987951,0.0015189901,0.000010705707,7.8484123e-7,0.69570637,0.25772682,0.01618124],"study_design_scores_gemma":[0.004257159,0.0006452512,0.02052593,0.0023240848,0.00007443734,0.0000061359888,0.0014179965,0.00009624369,0.000005966458,0.045021396,0.9242408,0.0013845628],"about_ca_topic_score_codex":0.0032025059,"about_ca_topic_score_gemma":0.063175745,"teacher_disagreement_score":0.66651404,"about_ca_system_score_codex":0.0062439465,"about_ca_system_score_gemma":0.0024426354,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W2759460429","doi":"10.71781/18903","title":"Étude des inducteurs de l’intention de quitter chez une population infirmière québécoise","year":2016,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Political science","score_opus":0.07720109563943567,"score_gpt":0.42068819020066095,"score_spread":0.3434870945612253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759460429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96593153,0.000556111,0.000118139214,0.0066867843,0.0015126918,0.001842721,0.00009720281,0.000011315406,0.023243506],"genre_scores_gemma":[0.93117106,0.00070996745,0.0011202429,0.0003198002,0.0006343582,0.0003002789,0.0014312216,0.00010275259,0.06421034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603534,0.00091928575,0.0010050903,0.00067599816,0.0003258734,0.0010384377],"domain_scores_gemma":[0.99783564,0.00027804117,0.00080015283,0.00040277184,0.0004198141,0.000263597],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013582158,0.00054004835,0.0006578406,0.00021739115,0.0017825796,0.00012888445,0.00059388863,0.001026427,0.005737622],"category_scores_gemma":[0.0004291144,0.00046792236,0.00019233259,0.00033175357,0.00015753473,0.00068055384,0.00028265998,0.0008426551,0.0016724541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003135574,0.0001893824,0.7674141,0.00044623658,0.0002250555,0.000015428956,0.06994381,0.00000233281,0.0035239488,0.0008648502,0.0011843966,0.15587689],"study_design_scores_gemma":[0.0011963386,0.00014253795,0.9535412,0.0044457926,0.0003785344,0.000004408095,0.020176908,0.000009416021,0.0009759329,0.0040061735,0.01455136,0.0005713631],"about_ca_topic_score_codex":0.15387715,"about_ca_topic_score_gemma":0.38162234,"teacher_disagreement_score":0.2277452,"about_ca_system_score_codex":0.00085481076,"about_ca_system_score_gemma":0.00056710845,"threshold_uncertainty_score":0.99977726},"labels":[],"label_agreement":null},{"id":"W2759655096","doi":"10.1136/oemed-2017-104636.315","title":"0382 Increasing male/female inequalities in rates of workplace violence in ontario between 2002 and 2014: a comparison of two data sources","year":2017,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Inequality; Computer science; Medicine; Demography; Mathematics; Sociology","score_opus":0.2614372529617623,"score_gpt":0.48021764237848047,"score_spread":0.21878038941671818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759655096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98995924,0.0008637426,0.000014629301,0.00044425562,0.00006176163,0.00034235354,0.000036695143,0.0000097567,0.008267592],"genre_scores_gemma":[0.9961978,0.00015150144,0.00041979627,0.000025612342,0.000040357954,0.000013723094,0.000021975635,0.0000088082015,0.0031203856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981446,0.00035714897,0.00077307643,0.0002564185,0.00015846605,0.00031024122],"domain_scores_gemma":[0.997553,0.0012259397,0.0005049557,0.0006135165,0.000059365342,0.000043217085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533867,0.00014066427,0.00063558284,0.00012358784,0.00033770068,0.000012768602,0.0004445655,0.00008699114,0.00036289997],"category_scores_gemma":[0.00033743936,0.00011681549,0.000016383832,0.000047004803,0.00022344227,0.00031276987,0.0010415491,0.00035549767,0.000009550911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007208499,0.00004471208,0.9831608,0.0002019278,0.000019652605,8.2317575e-7,0.015275887,0.0000015094245,0.000023010443,0.00025583123,0.00044316374,0.0005005742],"study_design_scores_gemma":[0.0009996605,0.000042081534,0.9840753,0.0017864323,0.000017319939,1.2723783e-7,0.012238389,0.00003448746,0.00009037235,0.0002803854,0.00031933875,0.000116113115],"about_ca_topic_score_codex":0.62125784,"about_ca_topic_score_gemma":0.86223423,"teacher_disagreement_score":0.24097638,"about_ca_system_score_codex":0.00004768758,"about_ca_system_score_gemma":0.00012540782,"threshold_uncertainty_score":0.47635975},"labels":[],"label_agreement":null},{"id":"W2762026383","doi":"10.1007/s13524-017-0617-8","title":"Work Disability Among Native-born and Foreign-born Americans: On Origins, Health, and Social Safety Nets","year":2017,"lang":"en","type":"article","venue":"Demography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; University of Wisconsin-Madison","keywords":"Immigration; Social security; Disability benefits; Disability insurance; Foreign born; Public health; Work (physics); Population; Native-Born; Political science; Economic growth; Demographic economics; Demography; Medicine; Geography; Environmental health; Sociology; Economics","score_opus":0.05384268516743848,"score_gpt":0.39698413014346345,"score_spread":0.34314144497602495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762026383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96456295,0.0006642922,0.000042976473,0.021866875,0.000349972,0.0009864575,0.00009648398,0.00011533061,0.011314633],"genre_scores_gemma":[0.9966109,0.00082635,0.00011293675,0.0018606115,0.00029550726,0.000114934606,0.000025007465,0.000025111607,0.00012868168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979594,0.0003672518,0.00040008788,0.0004570268,0.00022248345,0.0005937829],"domain_scores_gemma":[0.9985416,0.0004092992,0.00041078773,0.0003661726,0.00006980641,0.00020236184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005640286,0.00024635156,0.00047932763,0.00007620916,0.006461276,0.000036315585,0.000177506,0.00013395559,0.000026645675],"category_scores_gemma":[0.000090472815,0.00020073859,0.0001014285,0.000171228,0.0013769205,0.00016225247,0.00020011021,0.0004890655,0.000006420669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015602447,0.000052651707,0.95690525,0.000107434425,0.00008727366,9.847658e-7,0.004003284,3.4576125e-8,2.8951123e-7,0.009853927,0.0058524096,0.022980439],"study_design_scores_gemma":[0.0007299687,0.00016036852,0.94406974,0.00014004223,0.00002041031,9.060255e-8,0.0031269118,0.0000017623765,4.554907e-7,0.0032603112,0.04830351,0.00018642451],"about_ca_topic_score_codex":0.0014818242,"about_ca_topic_score_gemma":0.0011962358,"teacher_disagreement_score":0.042451102,"about_ca_system_score_codex":0.00008199366,"about_ca_system_score_gemma":0.000053845346,"threshold_uncertainty_score":0.99483216},"labels":[],"label_agreement":null},{"id":"W2762662409","doi":"10.18357/ijcyfs82201717850","title":"CARING FOR “PARENTLESS” CHILDREN: AN EXPLORATION OF WORK STRESSORS AND RESOURCES AS EXPERIENCED BY CAREGIVERS IN CHILDREN’S HOMES IN GHANA","year":2017,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stressor; Psychology; Context (archaeology); Work (physics); Resource (disambiguation); Family caregivers; Exploratory research; Human resources; Work environment; Qualitative research; Gerontology; Social psychology; Job satisfaction; Clinical psychology; Medicine; Sociology; Political science; Geography","score_opus":0.07073287960320593,"score_gpt":0.39583597790134223,"score_spread":0.32510309829813633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762662409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989133,0.0076212715,0.0000093843155,0.0023176926,0.0003743897,0.0002839147,0.00007407432,0.000004641295,0.00018163778],"genre_scores_gemma":[0.9949822,0.0045454255,0.000032127253,0.00016796135,0.00020961535,0.000020256899,0.000013069569,0.000009395975,0.000019979472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987546,0.000073502015,0.00054332014,0.00017391157,0.00027007252,0.00018459979],"domain_scores_gemma":[0.99882054,0.00011075902,0.00064201944,0.00009665222,0.0002756615,0.00005438608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003133431,0.00014345579,0.00037767412,0.00023003775,0.0004580767,0.000031974578,0.0002550925,0.00005820162,0.0000011200177],"category_scores_gemma":[0.00028080007,0.00011517022,0.000046547575,0.00004000472,0.00020129318,0.0006589037,0.00016979151,0.00020182149,1.061092e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029733218,0.0000409971,0.87803733,0.000011729913,0.0002114391,0.0000014411828,0.119128935,0.0000075462262,0.0000061410474,0.00007326889,0.0001746135,0.002009247],"study_design_scores_gemma":[0.0022440248,0.00014808857,0.7971052,0.00076910836,0.000026969523,0.0000011258088,0.19932166,0.0000013844246,0.00002605387,0.00020902297,0.000049755687,0.00009758806],"about_ca_topic_score_codex":0.00067255227,"about_ca_topic_score_gemma":0.00031719808,"teacher_disagreement_score":0.08093209,"about_ca_system_score_codex":0.000052692096,"about_ca_system_score_gemma":0.000019588566,"threshold_uncertainty_score":0.46965054},"labels":[],"label_agreement":null},{"id":"W2762670863","doi":"10.1080/1359432x.2017.1387536","title":"Disability and employment – overview and highlights","year":2017,"lang":"en","type":"article","venue":"European Journal of Work and Organizational Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":400,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal","funders":"Universiteit Maastricht","keywords":"Workforce; Work (physics); Medical model of disability; Resource (disambiguation); Psychology; Mental health; International Classification of Functioning, Disability and Health; Population; Working population; Public relations; Political science; Gerontology; Economic growth; Sociology; Medicine; Psychiatry; Economics; Environmental health","score_opus":0.07625970670771988,"score_gpt":0.4123253255047553,"score_spread":0.33606561879703545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762670863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9319155,0.0027648956,0.00008462612,0.060208295,0.0006101759,0.00009871461,0.0000034181232,0.000009076212,0.00430529],"genre_scores_gemma":[0.9933608,0.004142045,0.00017049932,0.0013051435,0.0004859778,4.4827505e-7,0.0000016078894,0.000016963544,0.0005165197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882036,0.00042227525,0.00037551273,0.0001469649,0.00009655866,0.00013831668],"domain_scores_gemma":[0.9991096,0.000121054945,0.00037132422,0.00015104991,0.0001395975,0.000107352695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071585557,0.00009735187,0.00020483298,0.000026992408,0.0010497231,0.00002370255,0.000118551165,0.000030309684,0.00017130452],"category_scores_gemma":[0.00017074929,0.000069805785,0.000016212938,0.000039646136,0.00031754948,0.000102219536,0.00019072824,0.00019488875,0.000012304128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051728068,0.000036641926,0.98318535,0.000022078768,0.000040818246,0.000014782237,0.0006534806,4.9838818e-8,0.000015296706,0.0054594954,0.008010972,0.0025093185],"study_design_scores_gemma":[0.000882018,0.00011079528,0.92395794,0.00008695972,0.000024151326,0.00001797811,0.000056317374,8.2223266e-8,9.217725e-7,0.0014072174,0.07339153,0.000064113075],"about_ca_topic_score_codex":0.000001910195,"about_ca_topic_score_gemma":0.0000065070376,"teacher_disagreement_score":0.06538055,"about_ca_system_score_codex":0.000010420781,"about_ca_system_score_gemma":0.000012820928,"threshold_uncertainty_score":0.80737275},"labels":[],"label_agreement":null},{"id":"W2762955185","doi":"10.26634/jmgt.11.3.8327","title":"Quality of Work-Life Balance: The Application of the Denmark Workplace Model on Canadian Workplace Environment","year":2017,"lang":"en","type":"article","venue":"i-manager’s Journal on Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work–life balance; Balance (ability); Work (physics); Quality (philosophy); Work environment; Business; Psychology; Engineering; Mechanical engineering","score_opus":0.0665890749094311,"score_gpt":0.3818126772936403,"score_spread":0.3152236023842092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762955185","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27914613,0.0009448534,0.0105200345,0.20819643,0.0026070965,0.0063665323,0.000068273075,0.000049873288,0.49210075],"genre_scores_gemma":[0.9699078,0.0009958248,0.00018479058,0.002933203,0.00018540343,0.00014411451,0.0000020589566,0.000028963601,0.02561783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682605,0.0005729955,0.00087496266,0.0003067895,0.0008554845,0.0005637168],"domain_scores_gemma":[0.99625576,0.0003084699,0.0015578839,0.0016068199,0.00007398603,0.00019709113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026947341,0.0002595524,0.00039905965,0.00013961438,0.0031689436,0.000043789332,0.0013893214,0.00010911887,0.00014812674],"category_scores_gemma":[0.00013405527,0.0001546219,0.00020951795,0.0001445968,0.00021255646,0.00010242616,0.00046801046,0.0008110825,0.0001415265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009726116,0.00038917782,0.5317558,0.0005480805,0.0011423755,0.00001416875,0.0027521541,0.047209367,0.000015999662,0.14708777,0.23421551,0.033897],"study_design_scores_gemma":[0.0012691388,0.00006197976,0.8516459,0.0007691844,0.00014146492,2.7614274e-7,0.0017881896,0.00077902654,0.0000070434926,0.0053499937,0.13792051,0.0002672807],"about_ca_topic_score_codex":0.0019242397,"about_ca_topic_score_gemma":0.0038966408,"teacher_disagreement_score":0.6907617,"about_ca_system_score_codex":0.0004686669,"about_ca_system_score_gemma":0.000088780434,"threshold_uncertainty_score":0.9981288},"labels":[],"label_agreement":null},{"id":"W2763037689","doi":"","title":"Bedside nurses and the restructuring of healthcare, identity, power and resistance","year":2001,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Restructuring; Resistance (ecology); Health care; Identity (music); Power (physics); Nursing; Medicine; Psychology; Political science; Business; Art; Law","score_opus":0.007070714899730923,"score_gpt":0.2528514178880777,"score_spread":0.24578070298834676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763037689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61939126,0.009509104,9.4500666e-7,0.014052971,0.0007518866,0.0006248062,0.0002325647,0.000008826735,0.35542762],"genre_scores_gemma":[0.9107978,0.0061183074,0.00007620187,0.00077199534,0.000069224414,0.000026981994,0.000025049872,0.00002778599,0.08208667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976682,0.0002029483,0.000506137,0.00024781981,0.0010814312,0.0002934756],"domain_scores_gemma":[0.99850595,0.0006927804,0.00048099647,0.00018523476,0.0000025462127,0.0001325097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034201512,0.00021834909,0.00047448304,0.00003034778,0.0007035582,0.00001030413,0.00015792725,0.000064221036,0.000021539185],"category_scores_gemma":[0.00001571316,0.00016567338,0.000025328212,0.00006406333,0.00018093662,0.00022538943,0.00014092759,0.00032885367,8.106373e-10],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030083198,0.000010801976,0.17769615,0.0039242147,0.0002547355,0.00003427379,0.0041154157,4.0159597e-7,0.00028795187,0.8054437,0.003444984,0.0017790619],"study_design_scores_gemma":[0.00144287,0.000056142413,0.85705924,0.0023096765,0.00011039151,0.0000019129384,0.05403435,0.0000045125034,0.0010587316,0.054212898,0.029355088,0.00035419202],"about_ca_topic_score_codex":0.024097217,"about_ca_topic_score_gemma":0.62231046,"teacher_disagreement_score":0.7512308,"about_ca_system_score_codex":0.0000076111323,"about_ca_system_score_gemma":0.0010279242,"threshold_uncertainty_score":0.98240143},"labels":[],"label_agreement":null},{"id":"W2765872962","doi":"10.1177/2329496517734572","title":"“It’s the Lack of Structure that’s Causing the Problem”: Managerial Competence, the Treatment of Workers, and Job Stress in Precarious Firms","year":2017,"lang":"en","type":"article","venue":"Social Currents","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Competence (human resources); Business; Context (archaeology); Work (physics); Job stress; Stress management; Public relations; Psychology; Social psychology; Job satisfaction; Political science","score_opus":0.1364843408033982,"score_gpt":0.4389603658006057,"score_spread":0.3024760249972075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765872962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848047,0.0006912773,7.299377e-7,0.010145941,0.0010780174,0.0012402026,0.00013766838,0.000007656164,0.0018938391],"genre_scores_gemma":[0.9987163,0.0003939878,0.000005478308,0.00004991134,0.00033887132,0.000059339032,0.0000071237673,0.0000096712,0.0004193056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987599,0.0003243972,0.00027956374,0.00014395898,0.00022628254,0.00026587833],"domain_scores_gemma":[0.9989971,0.00021236837,0.00043829164,0.00027847377,0.00005625344,0.000017523515],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00022405262,0.00013955227,0.0002698978,0.000019220626,0.0025348854,0.000024546227,0.00028283749,0.00008585266,0.000024256062],"category_scores_gemma":[0.000024900486,0.000060920956,0.00006347939,0.000059900696,0.00049473124,0.000059476188,0.00020263794,0.00022673167,8.091751e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006164361,0.000052571726,0.8992264,0.00009391189,0.00009954748,6.6112057e-7,0.09261189,0.000002151899,0.0000074071413,0.00055201584,0.0025810658,0.004710741],"study_design_scores_gemma":[0.0012341752,0.000064770626,0.97274595,0.00027760467,0.00008873686,1.00694315e-7,0.014023835,0.0000068769723,0.000020577096,0.0021543407,0.0092999665,0.00008309059],"about_ca_topic_score_codex":0.002951406,"about_ca_topic_score_gemma":0.015458252,"teacher_disagreement_score":0.078588046,"about_ca_system_score_codex":0.00005300418,"about_ca_system_score_gemma":0.0000610913,"threshold_uncertainty_score":0.9987637},"labels":[],"label_agreement":null},{"id":"W2765935264","doi":"10.1016/j.jvb.2017.10.007","title":"Good, bad, and not so sad part-time employment","year":2017,"lang":"en","type":"article","venue":"Journal of Vocational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"Employment and Social Development Canada","keywords":"Typology; Seniority; Psychology; Latent class model; Part-time employment; Sample (material); Job satisfaction; Social psychology; Work (physics); Demographic economics; Sociology; Economics; Political science; Statistics","score_opus":0.09085385666146502,"score_gpt":0.44335400372663275,"score_spread":0.35250014706516775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765935264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97605944,0.00033917069,0.000012398454,0.019600328,0.0010116331,0.00029156377,0.000033852586,0.000012605006,0.0026390194],"genre_scores_gemma":[0.98338914,0.0002782881,0.0003693743,0.00074527535,0.0012799097,0.000062329,0.0000077662,0.000020895353,0.013847041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852836,0.00009752698,0.00060724636,0.000121801764,0.00041183468,0.00023322353],"domain_scores_gemma":[0.99812853,0.00019786335,0.00086229475,0.00022933887,0.00044216088,0.00013983228],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00070836983,0.00012420269,0.00026971012,0.00007384111,0.0019561544,0.00004591114,0.00023776198,0.00008596047,0.00061485573],"category_scores_gemma":[0.00019811724,0.00009615406,0.00008418946,0.00002228569,0.00014284227,0.0002882645,0.0001468326,0.00033629403,0.00015435081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007470612,0.00015421674,0.95716673,0.000019547038,0.000062826606,0.00001818209,0.00079627655,2.7349583e-7,0.0013112718,0.0019004432,0.027785145,0.010710371],"study_design_scores_gemma":[0.00086176716,0.00013358239,0.92435193,0.00014676162,0.00012243915,0.00001213137,0.0001682509,8.824402e-7,0.00008742287,0.00019911614,0.07381712,0.000098573386],"about_ca_topic_score_codex":0.00005767941,"about_ca_topic_score_gemma":0.000039339648,"teacher_disagreement_score":0.046031974,"about_ca_system_score_codex":0.00008335491,"about_ca_system_score_gemma":0.00023168049,"threshold_uncertainty_score":0.99934316},"labels":[],"label_agreement":null},{"id":"W2766073223","doi":"10.5465/ambpp.2017.13987abstract","title":"Hiring post-incarceration: A comparison between retributive and rehabilitative contexts","year":2017,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retributive justice; Restorative justice; Criminal justice; Criminology; Process (computing); Psychology; Sociology; Economic Justice; Political science; Law; Computer science","score_opus":0.07695702450251538,"score_gpt":0.442851757350486,"score_spread":0.3658947328479706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766073223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9164855,0.00022116984,0.00002397781,0.02750784,0.00005772482,0.0012670961,0.000018322246,0.000068053865,0.054350328],"genre_scores_gemma":[0.9952622,0.00015121081,0.0003414287,0.0004188576,0.00019037207,0.00012024254,0.0000044982803,0.000016108332,0.0034950909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837506,0.00003721489,0.0005631802,0.000360192,0.00029608997,0.0003682653],"domain_scores_gemma":[0.99866164,0.00024882302,0.0006992837,0.00009338272,0.00021859049,0.000078254874],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009936935,0.00018122628,0.00044167024,0.00011714922,0.0019073593,0.00003300645,0.0003261883,0.00014688421,0.000030038138],"category_scores_gemma":[0.00034275657,0.00016369286,0.000047315953,0.00007230928,0.00030483113,0.000575055,0.00084411836,0.00045592812,0.000019745674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010125754,0.00002553196,0.8142254,0.0011274157,0.00028483596,3.607852e-7,0.011679293,3.7087954e-8,0.00009797624,0.06164122,0.018321622,0.0924951],"study_design_scores_gemma":[0.001018865,0.00014875765,0.9657557,0.00057554553,0.00011153688,6.4464174e-8,0.009471611,0.0000075705943,0.00018889693,0.005663713,0.016899778,0.0001579595],"about_ca_topic_score_codex":0.000046009085,"about_ca_topic_score_gemma":0.00000347394,"teacher_disagreement_score":0.15153036,"about_ca_system_score_codex":0.00007353323,"about_ca_system_score_gemma":0.00000748394,"threshold_uncertainty_score":0.99939203},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2766993697","doi":"10.1017/s204579601700049x","title":"Populational and individual perspective on needs","year":2017,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Perspective (graphical); Psychology; Medicine; Computer science; Artificial intelligence","score_opus":0.25400643109668036,"score_gpt":0.5189967023712546,"score_spread":0.26499027127457425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766993697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8038859,0.002554245,0.000017001494,0.12589641,0.0012276525,0.00016033313,0.000009255495,0.000020719168,0.066228524],"genre_scores_gemma":[0.9937944,0.00045663872,0.00048960955,0.0037817773,0.00053059356,0.000017144095,0.0000014211056,0.000002439802,0.000926005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987395,0.0003989663,0.00022309723,0.00025687256,0.00008373748,0.00029784732],"domain_scores_gemma":[0.99772394,0.0018092783,0.00024451956,0.0001224444,0.000032954,0.00006686588],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029059306,0.000089753245,0.00020975657,0.00013653951,0.007837322,0.000009717032,0.00017507363,0.00010526534,0.000066223976],"category_scores_gemma":[0.0017088972,0.000059740552,0.000022644748,0.00008129906,0.00088748656,0.000111025925,0.0001221201,0.00022788528,0.000019394738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010154835,0.000005159578,0.6421937,0.0000032142075,0.0000086624905,8.734872e-8,0.00095147354,4.549252e-7,7.120639e-8,0.3497465,0.0064896955,0.00059087074],"study_design_scores_gemma":[0.00021387753,0.00014163382,0.8053149,0.000010337667,0.000011057283,8.721767e-7,0.0028101928,0.000013188588,2.9528922e-8,0.18873711,0.0026888237,0.00005798391],"about_ca_topic_score_codex":0.0006107158,"about_ca_topic_score_gemma":0.00014196172,"teacher_disagreement_score":0.18990852,"about_ca_system_score_codex":0.000010831566,"about_ca_system_score_gemma":0.00004795356,"threshold_uncertainty_score":0.99345434},"labels":[],"label_agreement":null},{"id":"W2767069008","doi":"10.60082/2817-5069.3186","title":"The Youth Employment Solution: From Universal Healthcare to Universal Employment","year":2017,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Youth unemployment; SAFER; Unemployment; Curriculum; Labour economics; Business; Political science; Economic growth; Economics","score_opus":0.08844493076238172,"score_gpt":0.3821882335598196,"score_spread":0.2937433027974379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767069008","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118112065,0.0024726202,0.0016329533,0.4113669,0.014205646,0.0024155863,0.0005864954,0.0003811717,0.44882658],"genre_scores_gemma":[0.98807466,0.0006668984,0.0002577674,0.0019859455,0.0019178893,0.00002450372,0.000020214957,0.000053081156,0.0069990265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964749,0.0005906965,0.0006705707,0.00040601203,0.0007160857,0.0011417],"domain_scores_gemma":[0.99708474,0.0002670801,0.000667361,0.0009346667,0.00042181756,0.0006243258],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009344755,0.00033921885,0.0004091788,0.00006253363,0.02501365,0.00023986805,0.0011403704,0.00019022523,0.00027052197],"category_scores_gemma":[0.00009789071,0.00024142176,0.00020074155,0.00006535274,0.0002618473,0.0003999027,0.00086647086,0.0011759867,0.00038928492],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001251351,0.00023909415,0.18857351,0.000039484505,0.0009801842,0.00025903608,0.0333527,0.000026919182,0.00011555377,0.6856776,0.07407412,0.015410431],"study_design_scores_gemma":[0.007180223,0.0012046349,0.15398912,0.0014437658,0.00042132073,0.000020156245,0.06551548,0.00003502832,0.00008889577,0.04431967,0.7245395,0.0012421642],"about_ca_topic_score_codex":0.15467785,"about_ca_topic_score_gemma":0.36735952,"teacher_disagreement_score":0.86996263,"about_ca_system_score_codex":0.0008350557,"about_ca_system_score_gemma":0.0003067238,"threshold_uncertainty_score":0.9844893},"labels":[],"label_agreement":null},{"id":"W2767630245","doi":"","title":"Determinants of psychological well-being among unemployed women and men.","year":2001,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Red Deer Polytechnic","funders":"","keywords":"Psychology; Social psychology; Demographic economics; Economics","score_opus":0.04876991469582242,"score_gpt":0.41918034582446356,"score_spread":0.37041043112864114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767630245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81701916,0.000031542273,0.000009418692,0.00033722556,0.00010182181,0.00024151432,6.43063e-7,0.00006349521,0.18219516],"genre_scores_gemma":[0.9797143,0.00029105836,0.0000615811,0.00034874503,0.00006508112,0.00007114212,7.084478e-7,0.000010825703,0.019436587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987727,0.00012773158,0.0003683456,0.00019994026,0.00011503481,0.00041625617],"domain_scores_gemma":[0.99940443,0.00019940801,0.00010431488,0.00015274112,0.00004806754,0.000091042646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035004923,0.00011167529,0.00027543906,0.000053230302,0.000352949,0.0000027689216,0.000082946994,0.00010773411,0.0011607768],"category_scores_gemma":[0.0000518269,0.000076585515,0.000025055719,0.000111598296,0.00011671574,0.000067609304,0.00013769923,0.00015781478,0.00005022577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045134104,0.00004011855,0.9905333,0.00003306811,0.000010580075,0.000007588346,0.0035911603,5.0934602e-8,0.000056731715,0.00058254995,0.0035547328,0.001544977],"study_design_scores_gemma":[0.0007044657,0.00015879712,0.98864174,0.0000548132,0.0000063354123,0.0000010713585,0.003557149,0.00001289274,0.000025449262,0.0031842103,0.0035530599,0.00010002469],"about_ca_topic_score_codex":0.0002003283,"about_ca_topic_score_gemma":0.00018018887,"teacher_disagreement_score":0.16275857,"about_ca_system_score_codex":0.000025663783,"about_ca_system_score_gemma":0.0000072945354,"threshold_uncertainty_score":0.9997523},"labels":[],"label_agreement":null},{"id":"W2770564764","doi":"10.1111/cfs.12421","title":"Care leavers: A British affair","year":2017,"lang":"en","type":"article","venue":"Child & Family Social Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Neglect; Poverty; Welfare state; Welfare; Health care; Consolidation (business); Social Welfare; Psychology; Economic growth; Politics; Political science; Public economics; Sociology; Economics; Medicine; Nursing","score_opus":0.04966728608771998,"score_gpt":0.38131311170657733,"score_spread":0.33164582561885736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770564764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49736947,0.0025027816,0.0000062550926,0.01661038,0.0026889,0.0006133732,0.000049456507,0.00025629776,0.4799031],"genre_scores_gemma":[0.98518693,0.00022114365,0.000029199866,0.001976961,0.0030107151,0.0000861406,0.000023419941,0.000037837865,0.00942764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985642,0.00011603659,0.00025048692,0.00028346994,0.00022025236,0.0005655881],"domain_scores_gemma":[0.99917465,0.00006659638,0.00021432608,0.00032946767,0.00013359009,0.00008138956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00014496065,0.00016043789,0.00031248305,0.000022990069,0.026767861,0.00006016583,0.0003907273,0.00021652554,0.00018448509],"category_scores_gemma":[0.000120105644,0.00017906833,0.00015733531,0.00009656069,0.00022042816,0.00013286542,0.00054457673,0.00056700635,0.0005001027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004160552,0.000034377135,0.57113,0.00009875128,0.000093532966,0.000031551175,0.03506907,5.3768503e-8,0.0000023036075,0.0029810313,0.36987856,0.020639217],"study_design_scores_gemma":[0.0005500847,0.00001339866,0.67070717,0.00028539795,0.000023018218,1.5215275e-7,0.015053334,2.5110168e-8,4.2747732e-7,0.0004278083,0.3127864,0.00015278439],"about_ca_topic_score_codex":0.00073787675,"about_ca_topic_score_gemma":0.0013741463,"teacher_disagreement_score":0.4878175,"about_ca_system_score_codex":0.00012002994,"about_ca_system_score_gemma":0.00006575004,"threshold_uncertainty_score":0.97449917},"labels":[],"label_agreement":null},{"id":"W2771008501","doi":"10.1177/0950017017737493","title":"A Beginning and not the End: Work After a Diagnosis of Dementia","year":2017,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Work (physics); Psychology; Sociology; Public relations; Medicine; Nursing; Political science; Engineering","score_opus":0.050165320353298036,"score_gpt":0.3631984646677733,"score_spread":0.31303314431447526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771008501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97701,0.0031919787,0.000014573231,0.01772242,0.00027538472,0.00048600425,0.0000084437925,0.000031657568,0.0012595226],"genre_scores_gemma":[0.9933847,0.0021811374,0.00017388348,0.0015057928,0.000193324,0.00048691244,0.0000021840153,0.000017933242,0.0020541258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988139,0.00009457439,0.00028962814,0.00023444083,0.00020029374,0.00036711583],"domain_scores_gemma":[0.99888414,0.00039393586,0.00024489782,0.00036096593,0.000049063674,0.00006698846],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005796394,0.00016662052,0.0002594971,0.0000127009625,0.0028746517,0.000041265674,0.0001664519,0.00010776175,0.0001607055],"category_scores_gemma":[0.000049557097,0.00010914163,0.00011553954,0.000062179315,0.00046506018,0.00009882551,0.00056052615,0.00027146563,0.0000068570994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038859667,0.000022962458,0.95189303,0.00006066975,0.00020301546,7.654171e-7,0.02433443,7.599313e-8,0.0000028344796,0.00038513268,0.01895471,0.0041035293],"study_design_scores_gemma":[0.0005806909,0.000032489974,0.9690917,0.0003187376,0.0001519573,7.7855184e-8,0.002912042,0.0000011674481,0.000014373477,0.000251431,0.026516818,0.0001285267],"about_ca_topic_score_codex":0.00018624532,"about_ca_topic_score_gemma":0.000076039745,"teacher_disagreement_score":0.021422388,"about_ca_system_score_codex":0.00002093265,"about_ca_system_score_gemma":0.000020165378,"threshold_uncertainty_score":0.99842346},"labels":[],"label_agreement":null},{"id":"W2771114182","doi":"10.1177/0020731418779954","title":"Social and Economic Policies Matter for Health Equity: Conclusions of the SOPHIE Project","year":2018,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Seventh Framework Programme","keywords":"Health equity; Equity (law); Inequality; Socioeconomic status; Immigration; Social determinants of health; Health policy; Social equality; Economic growth; Social policy; Political science; Population; Public economics; Economics; Sociology; Health care","score_opus":0.10555430265814743,"score_gpt":0.5323031212872207,"score_spread":0.42674881862907327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771114182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6156343,0.000691144,0.0000436503,0.37927017,0.0023465748,0.00061116304,0.00014343079,0.000008285299,0.0012512694],"genre_scores_gemma":[0.971912,0.00031252208,0.000116470226,0.02546286,0.0019774083,0.000014265334,0.000003919858,0.000012163443,0.00018838994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819684,0.00021822102,0.0009621078,0.000093992436,0.00025530942,0.00027353296],"domain_scores_gemma":[0.9974956,0.00021673526,0.001673083,0.000071047536,0.00049395487,0.000049575887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011633539,0.00009518688,0.00033712373,0.00012972394,0.0010737675,0.000013108398,0.00039449683,0.000048553775,0.00006432491],"category_scores_gemma":[0.000013148771,0.000061775296,0.00009130089,0.000044395358,0.00013323987,0.000133499,0.00043141496,0.00016003607,0.0000073260417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045354944,0.00011090393,0.7460183,0.0016566172,0.00046108995,4.3732987e-7,0.08141463,0.0000015746031,0.000052206215,0.020335266,0.14389838,0.005597077],"study_design_scores_gemma":[0.00234273,0.0006159456,0.7660059,0.001327457,0.000028360855,0.000014132424,0.013839707,0.000041794585,0.00002679723,0.0133901285,0.20223482,0.00013223971],"about_ca_topic_score_codex":0.00421891,"about_ca_topic_score_gemma":0.003929442,"teacher_disagreement_score":0.35627767,"about_ca_system_score_codex":0.00025465502,"about_ca_system_score_gemma":0.00094746065,"threshold_uncertainty_score":0.82586604},"labels":[],"label_agreement":null},{"id":"W2771931807","doi":"","title":"Trends in Managing the Corporate Infrastructure of Transnational Corporations","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Business; Work (physics); Subject (documents); Association (psychology); Public relations; Knowledge management; Industrial organization; Political science; Computer science; Engineering","score_opus":0.23125539887716523,"score_gpt":0.5054731895392763,"score_spread":0.2742177906621111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771931807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59273136,0.000048681202,0.00036987392,0.27468455,0.0014309424,0.00043914054,0.00011670135,0.000023125012,0.13015561],"genre_scores_gemma":[0.9914179,0.00005136963,0.0000579689,0.00007769668,0.00023751229,0.00010969169,0.00007884157,0.000010752319,0.007958271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822176,0.00020746699,0.0003661295,0.0001746783,0.0007694784,0.00026047396],"domain_scores_gemma":[0.99712443,0.00039596081,0.00031516963,0.00032565353,0.0018122913,0.00002649082],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012069298,0.00008359845,0.00013499481,0.0005386611,0.0014104838,0.00005101159,0.0008208067,0.000069519825,0.0009743336],"category_scores_gemma":[0.00046647564,0.000058279045,0.00003507689,0.00042477742,0.00040709917,0.00031228384,0.00030053948,0.00052958995,0.00001790467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007978278,0.000036832942,0.8135233,0.000027261502,0.000040131774,0.000007034336,0.0010001321,0.00016023684,0.00019641747,0.17306414,0.0073497132,0.004515048],"study_design_scores_gemma":[0.0005092006,0.000007406851,0.943519,0.000061100734,0.000002534572,5.5667175e-7,0.00041686583,0.00026000172,0.000012440497,0.0433805,0.01178005,0.00005034171],"about_ca_topic_score_codex":0.00059607916,"about_ca_topic_score_gemma":0.001886104,"teacher_disagreement_score":0.39868653,"about_ca_system_score_codex":0.00011571014,"about_ca_system_score_gemma":0.00017037848,"threshold_uncertainty_score":0.9999389},"labels":[],"label_agreement":null},{"id":"W2772168369","doi":"","title":"Empirical Study of Employment Arrangements and Precariousness in Australia","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Casual; Demographics; Job insecurity; Poverty; Demographic economics; Government (linguistics); Current Population Survey; Sample (material); Population; Empirical research; Labour economics; Business; Economic growth; Economics; Political science; Sociology; Demography; Work (physics)","score_opus":0.05580301735693656,"score_gpt":0.42191947151007514,"score_spread":0.3661164541531386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772168369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718493,0.000695297,0.000043564574,0.00070254435,0.00019896071,0.0006092459,0.0000015007303,0.000014576418,0.00054937566],"genre_scores_gemma":[0.99427724,0.00028605515,0.0000067426326,0.00003205089,0.00017698559,0.000044404627,0.0000016998305,0.000014881014,0.0051599313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969915,0.00035604648,0.00062787376,0.00018258538,0.0002811718,0.0015608259],"domain_scores_gemma":[0.9994742,0.00007586625,0.0002215247,0.000111986905,0.00007529279,0.000041097835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014205391,0.00014565265,0.00030604546,0.0001529076,0.00032501956,0.000006228565,0.00012265929,0.00007353782,0.000038980692],"category_scores_gemma":[0.000019610992,0.00011668442,0.00003636441,0.00017641482,0.000034382614,0.00008538846,0.00008529977,0.0013566498,0.000008026498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103256716,0.00048269655,0.993302,0.00001584964,0.00009049507,0.0000035358137,0.0035725099,0.0000065818695,0.000042528944,0.0012686271,0.00056624174,0.0005457113],"study_design_scores_gemma":[0.003136043,0.0008059002,0.9445043,0.000058464502,0.000046944133,0.000006017632,0.017863179,0.000001521247,0.000003876143,0.0327192,0.00073380175,0.00012070824],"about_ca_topic_score_codex":0.004828626,"about_ca_topic_score_gemma":0.06817879,"teacher_disagreement_score":0.06335016,"about_ca_system_score_codex":0.00052970625,"about_ca_system_score_gemma":0.00033639287,"threshold_uncertainty_score":0.9488245},"labels":[],"label_agreement":null},{"id":"W2772600426","doi":"10.12927/hcpol.2017.25324","title":"Personal Support Workers in Canada: The New Precariat?","year":2017,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto","funders":"University of Toronto","keywords":"Position (finance); Empirical research; Health care; Labour economics; Economic growth; Political science; Business; Sociology; Economics","score_opus":0.09641556052070796,"score_gpt":0.43569583301146525,"score_spread":0.3392802724907573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772600426","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068375245,0.008657575,0.000002306891,0.89863217,0.0061555845,0.001164357,0.00022840043,0.000026684966,0.016757678],"genre_scores_gemma":[0.8589076,0.0029242844,0.000027730879,0.023258796,0.0064373123,0.00009557723,0.000017666664,0.00005784826,0.10827323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99525607,0.00094800856,0.00080908736,0.00047749223,0.0005273095,0.001982047],"domain_scores_gemma":[0.997041,0.00054111565,0.000557994,0.0009862673,0.00015898261,0.00071462727],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009370014,0.00038181493,0.0005727157,0.00012195434,0.003894183,0.000060969807,0.00078702014,0.0003605536,0.00095553166],"category_scores_gemma":[0.0009811907,0.0003061605,0.00012130023,0.00023524366,0.00028997436,0.00021751369,0.00055448274,0.0017873634,0.00025825985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000042754622,0.000016140077,0.53718764,0.0003305823,0.000040671996,0.000037752325,0.018262725,6.118726e-7,1.1683883e-7,0.013050793,0.37267122,0.05835896],"study_design_scores_gemma":[0.00060722703,0.000052279294,0.6098735,0.0005813624,0.000018453835,0.0000043390323,0.0121625075,0.000012963953,5.120986e-7,0.0012469619,0.3752532,0.0001867048],"about_ca_topic_score_codex":0.9998734,"about_ca_topic_score_gemma":0.9998042,"teacher_disagreement_score":0.87537336,"about_ca_system_score_codex":0.0056903036,"about_ca_system_score_gemma":0.060817596,"threshold_uncertainty_score":0.99995774},"labels":[],"label_agreement":null},{"id":"W2773926491","doi":"10.7202/1040267ar","title":"Formes contemporaines de la servitude pour dette et continuum des formes de travail en Inde du sud : le cas du système Palamur","year":2017,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.14964499468104436,"score_gpt":0.554091784570299,"score_spread":0.4044467898892546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773926491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5526153,0.004595054,0.0010307388,0.40038416,0.0044656186,0.0009111323,0.00016978904,0.00027576802,0.035552435],"genre_scores_gemma":[0.9217706,0.05698301,0.0008485037,0.003553637,0.0010641917,0.0002557561,0.00003816095,0.000121493395,0.015364687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923598,0.003872022,0.0009226749,0.0006368813,0.0003172764,0.0018913182],"domain_scores_gemma":[0.99281317,0.004979441,0.000713601,0.0007847563,0.0004036275,0.00030541478],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0056563197,0.0007242029,0.0011889773,0.0001117207,0.006266322,0.00026771348,0.0009968259,0.0013143432,0.0018431831],"category_scores_gemma":[0.0050353636,0.0006480297,0.00042932932,0.000096334814,0.0044159456,0.0009978426,0.0010463801,0.001368134,0.00009164015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011606178,0.00041038205,0.7056187,0.00087633403,0.00055008224,0.00026929332,0.055582125,0.0000012290676,0.0002178154,0.013378966,0.21523152,0.007747478],"study_design_scores_gemma":[0.0037820258,0.0003345411,0.6769642,0.0010030406,0.00025943413,0.00006105138,0.1838532,0.000043128413,0.0005885683,0.05367642,0.07869545,0.0007389071],"about_ca_topic_score_codex":0.06803194,"about_ca_topic_score_gemma":0.049240954,"teacher_disagreement_score":0.39683053,"about_ca_system_score_codex":0.0007879241,"about_ca_system_score_gemma":0.0018283519,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W2775999196","doi":"10.4000/interventionseconomiques.3739","title":"Damian Grimshaw, Colette Fagan, Gail Hebson et Isabel Tavora (dir.), Making Work more Equal. A New Labour Market Segmentation Approach (2017), Manchester, Manchester University Press, 368 p.","year":2018,"lang":"en","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Fagan inspection; Art history; Work (physics); Art; Sociology; Visual arts; Computer science; Engineering; Software engineering; Mechanical engineering","score_opus":0.13456178602373758,"score_gpt":0.4042948087410772,"score_spread":0.2697330227173396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775999196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7480676,0.005106735,0.08129817,0.027680254,0.0036844404,0.0063053095,0.00062701124,0.0017597248,0.12547071],"genre_scores_gemma":[0.7284825,0.00049333303,0.011403092,0.0050690896,0.0014201276,0.00025121964,0.0002928178,0.00013843652,0.25244936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968443,0.00086086505,0.0008037601,0.0006653889,0.00015216981,0.0006735447],"domain_scores_gemma":[0.9981752,0.00022587729,0.0006082975,0.0005793831,0.00024590656,0.00016531821],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084185513,0.00039793242,0.000491959,0.00021923074,0.0009772842,0.00010409043,0.00046391675,0.0002815123,0.0013132861],"category_scores_gemma":[0.00007371638,0.00041320722,0.00034907338,0.00023653061,0.00023055235,0.0008461981,0.00059822475,0.00056823564,0.00020303811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039777966,0.0004172294,0.13057736,0.0011288333,0.0005614315,0.000016019061,0.010927537,0.0000062142913,0.000038487862,0.009143116,0.8392207,0.0075652897],"study_design_scores_gemma":[0.0031566485,0.00037112721,0.35138488,0.0041455897,0.00032964596,0.000004408974,0.009878835,0.00012432162,0.000108450586,0.0014630507,0.6281048,0.00092823536],"about_ca_topic_score_codex":0.0012629046,"about_ca_topic_score_gemma":0.0012883202,"teacher_disagreement_score":0.22080751,"about_ca_system_score_codex":0.00048196543,"about_ca_system_score_gemma":0.00014271923,"threshold_uncertainty_score":0.999832},"labels":[],"label_agreement":null},{"id":"W2776273356","doi":"","title":"Taking Measure of Ohio's Opioid Crisis","year":2017,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; European Commission; Ohio State University; Lincoln Institute of Land Policy; Appalachian Regional Commission; U.S. Department of Agriculture; Infrastructure Canada; National Science Foundation","keywords":"Measure (data warehouse); Computer science; Data mining","score_opus":0.0644984204997644,"score_gpt":0.3368568595484883,"score_spread":0.2723584390487239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776273356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21687561,0.0005257784,0.00032774277,0.009121979,0.0011682374,0.00085675216,0.000033869743,0.000116294665,0.77097374],"genre_scores_gemma":[0.94079965,0.00035679952,0.000020047997,0.00009727067,0.00017832084,0.0000034568236,0.0000024337483,0.000022670349,0.05851934],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982942,0.0005487576,0.0002510409,0.00023583526,0.00019812568,0.00047205162],"domain_scores_gemma":[0.997442,0.00043561045,0.00060383795,0.0010212193,0.00042864442,0.0000686759],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008048878,0.00019859715,0.0003161498,0.00012864295,0.005731625,0.000019012274,0.0013465157,0.000087992084,0.00034683864],"category_scores_gemma":[0.0002046339,0.00012272818,0.00014624717,0.0002143969,0.00039128336,0.0001983869,0.0009560378,0.0004787305,0.00033792827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012355972,0.0005376502,0.16559404,0.0011029209,0.0021056768,0.000088658926,0.3021105,0.00002151793,0.0014952648,0.24483432,0.19946618,0.08140768],"study_design_scores_gemma":[0.001775981,0.000097571145,0.1522997,0.0004049728,0.00034620607,7.512063e-7,0.015240923,0.00004239338,0.0002964733,0.0029726606,0.8261621,0.00036025583],"about_ca_topic_score_codex":0.0005342013,"about_ca_topic_score_gemma":0.0017158602,"teacher_disagreement_score":0.72392404,"about_ca_system_score_codex":0.00013027106,"about_ca_system_score_gemma":0.00020381769,"threshold_uncertainty_score":0.9955628},"labels":[],"label_agreement":null},{"id":"W2776699176","doi":"10.15173/glj.v9i1.3152","title":"Precarious Bodies: Occupational Risk Assemblages in Bolivia and Trinidad","year":2018,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Española de Cooperación Internacional para el Desarrollo; University of Kent; University of Sussex; Wenner-Gren Foundation","keywords":"Livelihood; Harm; Precarity; Ethnography; Negotiation; Work (physics); Precarious work; Reproduction; Sex work; Identity (music); Sociology; Political science; Gender studies; Geography; Social science; Human immunodeficiency virus (HIV); Law; Anthropology; Ecology","score_opus":0.032945218636298276,"score_gpt":0.4153180478929832,"score_spread":0.3823728292566849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776699176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815535,0.0017142298,0.00008337426,0.0016687553,0.0012453513,0.00019737461,0.00010516758,0.0000375092,0.013394743],"genre_scores_gemma":[0.9953571,0.0011174248,0.00026148264,0.0006341397,0.001350259,0.000013206137,0.0000026459563,0.000008904601,0.0012548346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811757,0.00044387233,0.00047592548,0.00018493309,0.0002719674,0.00050574704],"domain_scores_gemma":[0.99899095,0.00017934188,0.0002782135,0.00010772509,0.00029245732,0.0001513221],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00089759496,0.00015290244,0.00025121204,0.00007689928,0.0013409222,0.000037967427,0.0001314736,0.00012937892,0.00039464067],"category_scores_gemma":[0.00046373403,0.000121323596,0.00004494863,0.00016331825,0.00011060713,0.00017521389,0.00014827431,0.0005539313,0.00014632008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014208182,0.00003398283,0.97420657,0.000017123435,0.00004692565,0.000013671016,0.0020714768,8.594931e-7,0.0000049975197,0.0033272705,0.016424438,0.0037106294],"study_design_scores_gemma":[0.0012499011,0.00013315702,0.9390615,0.0001183197,0.000020150317,0.000018485895,0.00080941065,0.000008531109,0.0000019288952,0.010550828,0.04790824,0.00011950285],"about_ca_topic_score_codex":0.0008734704,"about_ca_topic_score_gemma":0.004377497,"teacher_disagreement_score":0.035144996,"about_ca_system_score_codex":0.00019571895,"about_ca_system_score_gemma":0.0002273259,"threshold_uncertainty_score":0.9999592},"labels":[],"label_agreement":null},{"id":"W2778708134","doi":"10.22381/jrgs7120174","title":"RECESSION AND RECOVERY IN SCOTLAND: THE IMPACT ON WOMEN’S LABOR MARKET PARTICIPATION BEYOND THE HEADLINE STATISTICS","year":2017,"lang":"en","type":"article","venue":"Journal of Research in Gender Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Headline; Economics; Labour economics; Earnings; Demographic economics; Unpaid work; Quarter (Canadian coin); Welfare; Unemployment; Work (physics); Economic growth; Geography; Business","score_opus":0.33072133728818676,"score_gpt":0.6099005245496472,"score_spread":0.2791791872614604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778708134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95720315,0.0046500117,0.0000036020406,0.03572353,0.00043748796,0.00041717078,0.000025804815,0.0000025782097,0.0015366921],"genre_scores_gemma":[0.9730416,0.025220517,0.00003120993,0.00027122616,0.0003442256,0.000095435105,5.5690185e-7,0.000010676882,0.000984587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962648,0.0018311333,0.00057472946,0.00012935579,0.00062626356,0.0005736906],"domain_scores_gemma":[0.99424857,0.004418213,0.00040667332,0.00028143346,0.0005717764,0.000073316514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012090368,0.0001213847,0.00034158686,0.00023583762,0.0020927861,0.00005184119,0.00028324095,0.000057012632,0.0000494559],"category_scores_gemma":[0.003967242,0.00005054353,0.000030688476,0.0001664467,0.00035282705,0.00018601229,0.00036253085,0.0012354644,0.0000042922443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001225413,0.00008880436,0.8253316,0.00013255405,0.00016582901,0.00003713067,0.0337963,0.000020950585,0.000009519563,0.00017549095,0.13297054,0.0060458295],"study_design_scores_gemma":[0.001012042,0.0005120498,0.93415797,0.0004529683,0.0000071318227,0.0000012974303,0.04228302,0.000039367165,0.0000042294423,0.019609505,0.0018655935,0.00005481943],"about_ca_topic_score_codex":0.00026447844,"about_ca_topic_score_gemma":0.0011590855,"teacher_disagreement_score":0.13110495,"about_ca_system_score_codex":0.00047650462,"about_ca_system_score_gemma":0.00021334519,"threshold_uncertainty_score":0.99920636},"labels":[],"label_agreement":null},{"id":"W2778823902","doi":"10.1177/0309132517717786","title":"Labour geography 1","year":2017,"lang":"en","type":"article","venue":"Progress in Human Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Restructuring; Politics; Sociology; Economic geography; Political economy; Field (mathematics); Gender studies; Political science; Economics; Law","score_opus":0.05317612642569145,"score_gpt":0.4309368578819077,"score_spread":0.37776073145621625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778823902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525964,0.0035960642,0.0000029236148,0.00228418,0.0008493712,0.0009073806,0.000024247405,0.00023958005,0.039499816],"genre_scores_gemma":[0.9973861,0.00021780809,0.0001520228,0.00031955016,0.00040267268,0.0008140715,0.000016881746,0.000038060174,0.0006528063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99755687,0.00019801044,0.0005380305,0.0004629082,0.00032048617,0.00092371413],"domain_scores_gemma":[0.99820423,0.00008061885,0.00043082252,0.0010013656,0.00016242593,0.00012054828],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00071763963,0.00027287984,0.00039408254,0.00053994707,0.005005642,0.00009375577,0.0008158137,0.00019465522,0.00047472984],"category_scores_gemma":[0.00004928178,0.00024078507,0.00021438088,0.00020356753,0.00070990674,0.0003137584,0.0005613924,0.0006678857,0.00008010489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020664998,0.00011450547,0.9746521,0.00014171693,0.000076351236,0.0000178868,0.0007523015,6.4588335e-8,0.0000020370628,0.018108273,0.0012437162,0.0048703514],"study_design_scores_gemma":[0.0010914399,0.00007306543,0.9444809,0.00024640886,0.000019596246,1.9608652e-7,0.00027372193,9.945385e-7,0.0000054154425,0.013099311,0.040446363,0.00026261268],"about_ca_topic_score_codex":0.0007533615,"about_ca_topic_score_gemma":0.000849705,"teacher_disagreement_score":0.04478969,"about_ca_system_score_codex":0.000021047541,"about_ca_system_score_gemma":0.000021316087,"threshold_uncertainty_score":0.99628973},"labels":[],"label_agreement":null},{"id":"W2783304799","doi":"","title":"A Non-Employment Index for Ireland","year":2017,"lang":"en","type":"article","venue":"Economics Letters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Economics; Index (typography); Labour economics; Quarter (Canadian coin); Unemployment rate; Labour supply; Wage; Discouraged worker; Work (physics); Factoring; Seekers; Demographic economics; Macroeconomics","score_opus":0.05358010374300198,"score_gpt":0.37366901132898866,"score_spread":0.3200889075859867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783304799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91448516,0.000013078343,0.00037983144,0.07384869,0.001603059,0.00073390524,0.000027852566,0.000033410255,0.00887504],"genre_scores_gemma":[0.98238814,0.000053468175,0.00014368896,0.010917901,0.00089155644,0.00040933568,0.000012563221,0.000032012347,0.0051513165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910223,0.000013736255,0.0002639355,0.00021734623,0.000027840493,0.00037492445],"domain_scores_gemma":[0.9991223,0.00010884756,0.0002591824,0.00042737756,0.000021073018,0.00006119449],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025537334,0.00012072266,0.00021259571,0.000040027346,0.0019996234,0.000033028613,0.00026203398,0.000070143185,0.00006978835],"category_scores_gemma":[0.00003257376,0.000114096234,0.00007934663,0.0000056643603,0.00006562226,0.00013976813,0.00016668339,0.00014426876,0.0001772788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005493231,0.0000127755775,0.83524644,0.0000390175,0.000089809284,9.586535e-7,0.001029745,0.000013485071,0.000086590604,0.001497968,0.16084841,0.0010798738],"study_design_scores_gemma":[0.0023031305,0.000040920928,0.5862147,0.000050587278,0.000022791173,1.8463089e-7,0.00020400817,0.00022857529,0.000033451506,0.0011541664,0.40951154,0.00023592451],"about_ca_topic_score_codex":0.00028131832,"about_ca_topic_score_gemma":0.00045801268,"teacher_disagreement_score":0.24903172,"about_ca_system_score_codex":0.000117430405,"about_ca_system_score_gemma":0.000034593177,"threshold_uncertainty_score":0.99929965},"labels":[],"label_agreement":null},{"id":"W2784371026","doi":"10.17269/cjph.108.6112","title":"Entre détresse psychologique et santé mentale positive: le cas des travailleurs de la restauration","year":2017,"lang":"fr","type":"article","venue":"Canadian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.10089191615147035,"score_gpt":0.46200924865034804,"score_spread":0.3611173324988777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784371026","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45281273,0.019151201,0.0010087623,0.50226927,0.0020365452,0.00040084275,0.000231713,0.000010960664,0.022078002],"genre_scores_gemma":[0.9762388,0.011044519,0.00057254056,0.006260904,0.0007913122,0.000008931967,0.000015411624,0.000041267558,0.0050263037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913944,0.0058131013,0.00088935264,0.00022551652,0.00022563574,0.0014519849],"domain_scores_gemma":[0.99454546,0.0005072328,0.0012823953,0.00036649703,0.0004796447,0.0028187467],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009447326,0.00024425157,0.00048250784,0.00035775115,0.0046062632,0.00033275533,0.00050915306,0.00038144298,0.00039696167],"category_scores_gemma":[0.002666663,0.00023793263,0.00013982804,0.00012656472,0.0010931535,0.0009867566,0.000042238968,0.0014704134,0.000024909852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002483784,0.00015914062,0.5018518,0.00029723812,0.00016452261,0.0005359359,0.07825137,0.0000029262421,0.000012954665,0.03442311,0.23874336,0.14553277],"study_design_scores_gemma":[0.0011682132,0.00042398012,0.8001581,0.0010530903,0.000020311221,0.00023352778,0.024414714,0.0000050470067,0.0000064076635,0.0025418594,0.1698058,0.00016896891],"about_ca_topic_score_codex":0.26432967,"about_ca_topic_score_gemma":0.68742526,"teacher_disagreement_score":0.5234261,"about_ca_system_score_codex":0.0027703077,"about_ca_system_score_gemma":0.02617881,"threshold_uncertainty_score":0.9966896},"labels":[],"label_agreement":null},{"id":"W2784428545","doi":"10.20381/ruor-21442","title":"Income Inequality and Health in Canada","year":2017,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Economic inequality; Health equity; Income inequality metrics; Social inequality; Economics; Economic growth; Health care; Mathematics","score_opus":0.2440839724881088,"score_gpt":0.4810883524279163,"score_spread":0.2370043799398075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784428545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91755736,0.0000493521,0.0000053851395,0.05582418,0.00007566528,0.0003311355,0.000037375205,0.0000071495983,0.026112393],"genre_scores_gemma":[0.9960292,0.00033818345,0.000053123156,0.000075296404,0.000021417112,6.2099946e-7,0.0000034827015,0.0000040775926,0.0034746095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984249,0.0004848266,0.00013758734,0.00017086904,0.0003254841,0.00045633657],"domain_scores_gemma":[0.9989495,0.00025251403,0.00013840156,0.00035030115,0.00016053917,0.00014871858],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002392786,0.000055972472,0.00023242392,0.00013820396,0.0026509934,0.0000047135577,0.00036927493,0.00004376616,0.00015184892],"category_scores_gemma":[0.00019999094,0.000060795803,0.000014690513,0.00010041784,0.0002322415,0.00014791876,0.00072092755,0.0004888858,0.000010335754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004364512,0.000011309451,0.9782249,0.00016278999,0.000009290122,0.000013543548,0.001230984,1.1165928e-7,0.0000027112508,0.0072406447,0.010555329,0.0025440261],"study_design_scores_gemma":[0.0006379896,0.000043419543,0.96043587,0.00010560427,9.1821494e-7,7.731369e-8,0.007961793,0.0000151364,7.347016e-7,0.0006616324,0.030088935,0.000047898207],"about_ca_topic_score_codex":0.98037463,"about_ca_topic_score_gemma":0.99827635,"teacher_disagreement_score":0.078471825,"about_ca_system_score_codex":0.00064319075,"about_ca_system_score_gemma":0.0017045367,"threshold_uncertainty_score":0.9986474},"labels":[],"label_agreement":null},{"id":"W2785000939","doi":"10.4000/books.pum.7702","title":"Choix de carrière : comment combattre le stress et l’indécision ?","year":2012,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.02856983280245391,"score_gpt":0.27112281711581643,"score_spread":0.24255298431336253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785000939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014355113,0.030872447,0.00084059,0.04647401,0.0008987972,0.001999124,0.0013684697,0.00035082034,0.9028406],"genre_scores_gemma":[0.30242312,0.017124869,0.000760571,0.0053652567,0.0008809973,0.00009461963,0.00040019382,0.0003480085,0.67260236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952035,0.00094392244,0.0007175556,0.0007115578,0.0005744108,0.0018490427],"domain_scores_gemma":[0.9960354,0.0012521308,0.0006897461,0.00086656876,0.00027402234,0.00088212517],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077221205,0.0009820423,0.001068658,0.00025170174,0.002947751,0.00004906747,0.00082310796,0.0014239812,0.0053647687],"category_scores_gemma":[0.000059259284,0.0010573855,0.00047435553,0.00003111576,0.00040793724,0.00019557988,0.0025683672,0.0021011808,0.00031999894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014051566,0.00050693937,0.13751784,0.0025297715,0.0021993443,0.0009926143,0.072504215,0.00030020843,0.0005502204,0.43511653,0.29522368,0.051153485],"study_design_scores_gemma":[0.0027635514,0.00022729409,0.036893424,0.0024321207,0.0010446435,0.000037286227,0.005722282,0.00011608401,0.00045253942,0.0048220176,0.94443595,0.0010528262],"about_ca_topic_score_codex":0.038227558,"about_ca_topic_score_gemma":0.030363843,"teacher_disagreement_score":0.64921224,"about_ca_system_score_codex":0.0022152483,"about_ca_system_score_gemma":0.00042173456,"threshold_uncertainty_score":0.9998724},"labels":[],"label_agreement":null},{"id":"W2785791363","doi":"10.4000/pistes.5644","title":"Travailleurs migrants et accès aux soins de santé : quelle est l’influence de l’admissibilité aux soins sur la trajectoire de la santé au travail ?","year":2014,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02118514117451227,"score_gpt":0.3954972442095597,"score_spread":0.3743121030350474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785791363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8371396,0.01587365,0.0021983443,0.010304141,0.00069302216,0.0015626786,0.0005295781,0.00078971515,0.13090925],"genre_scores_gemma":[0.9696211,0.01035132,0.00066049106,0.0012229591,0.0011375301,0.00043279165,0.000042453514,0.00050492195,0.01602643],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.971403,0.018394917,0.0022597322,0.0026643437,0.001136341,0.004141653],"domain_scores_gemma":[0.98135775,0.013470307,0.0009561724,0.0017724638,0.0007585877,0.0016847381],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01117638,0.0021295198,0.002455099,0.0007095764,0.0033128434,0.0004957717,0.0020197122,0.0019267618,0.0010888517],"category_scores_gemma":[0.0063917805,0.0020981138,0.0013751981,0.0009177928,0.00485365,0.0014537319,0.0013596046,0.0047739786,0.00021315523],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012763877,0.0045358166,0.09401039,0.0019433715,0.0012061015,0.00037799313,0.757752,0.00039403088,0.0029047788,0.019602729,0.028900608,0.08709582],"study_design_scores_gemma":[0.0052878773,0.0008824978,0.79032385,0.003606803,0.0005411567,0.00025106326,0.16352557,0.0020356195,0.000363332,0.009482534,0.021710386,0.001989302],"about_ca_topic_score_codex":0.026668694,"about_ca_topic_score_gemma":0.1028099,"teacher_disagreement_score":0.6963135,"about_ca_system_score_codex":0.0027440297,"about_ca_system_score_gemma":0.015885089,"threshold_uncertainty_score":0.9998243},"labels":[],"label_agreement":null},{"id":"W2786743008","doi":"10.1093/oxfordhb/9780198755609.013.22","title":"Precarious Work and Winner-Take-all Economies","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Regional Studies Association","keywords":"Precarity; Precarious work; Intermediary; Work (physics); Relation (database); Economic geography; Economics; Sociology; Labour economics; Political science; Economy; Market economy; Engineering","score_opus":0.05464911433139703,"score_gpt":0.2967067963124264,"score_spread":0.2420576819810294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786743008","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020565756,0.00037190947,0.00001237347,0.00025225864,0.0007814065,0.0009859296,0.00014421112,0.00023626523,0.9951591],"genre_scores_gemma":[0.0004126387,0.0006397997,0.000073245836,0.0003058497,0.00058827206,0.0000074873496,0.00007026642,0.000059212794,0.9978432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982137,0.00019114402,0.00029928578,0.000558814,0.00015505488,0.0005819883],"domain_scores_gemma":[0.9984744,0.00033869437,0.0003821032,0.00047384357,0.00015209676,0.00017884166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019205338,0.00042545373,0.0006150602,0.00015634375,0.0011466324,0.000021048047,0.0003902134,0.00069932686,0.0001186064],"category_scores_gemma":[0.00001703166,0.00044089239,0.0001306674,0.00001191513,0.00041683108,0.00009723463,0.0010460796,0.00079467817,0.000011278338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003390104,0.0000147994115,0.0030431412,0.00048577538,0.0007036591,0.00004326929,0.0078809485,3.2297993e-7,4.1575638e-7,0.114509724,0.8696019,0.0033770043],"study_design_scores_gemma":[0.00080771715,0.00009501581,0.0006548322,0.0004063188,0.00030133617,4.7564723e-7,0.00026615954,8.4020576e-7,0.0000013165403,0.00086472597,0.99617326,0.0004280287],"about_ca_topic_score_codex":0.0001353623,"about_ca_topic_score_gemma":0.00042521532,"teacher_disagreement_score":0.1265713,"about_ca_system_score_codex":0.00039626067,"about_ca_system_score_gemma":0.00028851838,"threshold_uncertainty_score":0.99980426},"labels":[],"label_agreement":null},{"id":"W2786976351","doi":"10.3233/978-1-61499-830-3-249","title":"Preferred Features of E-Mental Health Programs for Prevention of Major Depression in Male Workers: Results from a Canadian National Survey","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Depression (economics); Mental health; Psychology; Psychiatry; Medicine","score_opus":0.1447460835431882,"score_gpt":0.47008721581168056,"score_spread":0.3253411322684924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786976351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726656,0.0062293243,0.00001958771,0.014417445,0.0005619735,0.0036963287,0.0010480492,0.000031899326,0.0013297637],"genre_scores_gemma":[0.99445826,0.0025529712,0.0020776526,0.0001618493,0.000017255788,0.00027615184,0.00024557146,0.000006959807,0.00020335171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772227,0.0001414095,0.0014118024,0.00013546052,0.0001464751,0.00044255998],"domain_scores_gemma":[0.99784535,0.00032204337,0.0013131658,0.00024016036,0.00022406876,0.000055206514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021220539,0.00012964949,0.000541862,0.00046587738,0.001033931,0.0000035683502,0.00019588429,0.00021935022,0.0000017309561],"category_scores_gemma":[0.0015491517,0.00011019879,0.000025068817,0.00019371256,0.00035710007,0.0001641423,0.00023133145,0.00032983485,5.144075e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030041445,0.00005557236,0.95077854,0.0012187138,0.000058550824,1.1975531e-7,0.017200027,0.0000011107574,2.8236732e-7,0.00065592874,0.007459401,0.02227136],"study_design_scores_gemma":[0.0032477886,0.00034229187,0.9563305,0.003471528,0.0000034556922,4.826316e-7,0.030405838,0.00004420548,0.0000064222872,0.0039906856,0.0020631682,0.000093634415],"about_ca_topic_score_codex":0.07317079,"about_ca_topic_score_gemma":0.6459859,"teacher_disagreement_score":0.5728151,"about_ca_system_score_codex":0.00029583712,"about_ca_system_score_gemma":0.0005506159,"threshold_uncertainty_score":0.93300104},"labels":[],"label_agreement":null},{"id":"W2787131869","doi":"10.7202/1045082ar","title":"La construction de figures de la dépendance problématique par les politiques sociales à l’aune du genre et de l’âge","year":2017,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.06295122041988091,"score_gpt":0.4394223897741895,"score_spread":0.3764711693543086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787131869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52034533,0.007887014,0.004909598,0.07264625,0.0010692646,0.0009413533,0.00060443586,0.00030393022,0.3912928],"genre_scores_gemma":[0.9421103,0.035311848,0.009108818,0.001021036,0.0016152117,0.00045317307,0.00006667276,0.00006731745,0.010245625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99389625,0.0038678462,0.0006368026,0.0004190519,0.0002356572,0.00094439334],"domain_scores_gemma":[0.9961663,0.0021659674,0.000697889,0.00048283173,0.00027900428,0.00020800256],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022236672,0.00038901682,0.00048701343,0.000105526895,0.006750027,0.0002924322,0.00046777117,0.00079372915,0.00016158204],"category_scores_gemma":[0.0020176726,0.00041126093,0.00019218451,0.00010217226,0.0025605187,0.00067321345,0.00022946628,0.001124722,0.00004235733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019712541,0.00010726065,0.33360183,0.00043176892,0.00013328677,0.000017436669,0.03465172,0.00003593015,0.0003394617,0.6115277,0.016423156,0.0027107608],"study_design_scores_gemma":[0.0007638016,0.00008301467,0.67738575,0.0016993415,0.00015980043,0.000048110218,0.035814237,0.00019730793,0.0006197806,0.16465198,0.11801483,0.0005620746],"about_ca_topic_score_codex":0.013927044,"about_ca_topic_score_gemma":0.022008216,"teacher_disagreement_score":0.44687572,"about_ca_system_score_codex":0.0005066289,"about_ca_system_score_gemma":0.0022545522,"threshold_uncertainty_score":0.99983394},"labels":[],"label_agreement":null},{"id":"W2788076413","doi":"10.1017/s0047279418000028","title":"Moving In and Out of In-work Poverty in the UK: An Analysis of Transitions, Trajectories and Trigger Events","year":2018,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cardiff University; Nuffield Foundation; University of Essex","keywords":"Poverty; Work (physics); Quarter (Canadian coin); Phenomenon; Working poor; Culture of poverty; Basic needs; Demographic economics; Development economics; Economics; Economic growth; Geography; Engineering","score_opus":0.05024672741308343,"score_gpt":0.4342494475738092,"score_spread":0.38400272016072573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788076413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921558,0.00011571369,0.0000035966993,0.0072528943,0.000053086602,0.00009650471,0.000013287253,8.918396e-7,0.00030822406],"genre_scores_gemma":[0.9991009,0.00014590444,0.000013218318,0.00034028734,0.00036391555,0.0000022463457,6.5957704e-7,0.0000036003692,0.000029252893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873275,0.0003609519,0.00055571226,0.000053235806,0.00015189186,0.00014546719],"domain_scores_gemma":[0.99940693,0.00014925454,0.00029157943,0.00004111755,0.000087595916,0.00002349241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090658246,0.000061232684,0.0003809785,0.0004726074,0.00014142404,0.0000024189974,0.000065260225,0.00007236368,0.000016770444],"category_scores_gemma":[0.00014297634,0.000041393923,0.00006082596,0.00067341037,0.00009591951,0.00010026092,0.000016439759,0.00021823814,9.139375e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012273256,0.00006476517,0.8194393,0.000026347083,0.00008492791,9.93947e-7,0.17889929,8.0743865e-7,0.000058237147,0.0005592559,0.0001652473,0.0005780927],"study_design_scores_gemma":[0.00078632834,0.000086930355,0.97332543,0.00009120934,0.000076378405,1.4730725e-7,0.02387382,0.000002598784,0.000004395674,0.0016425545,0.00007591234,0.000034275723],"about_ca_topic_score_codex":0.0024904355,"about_ca_topic_score_gemma":0.013164977,"teacher_disagreement_score":0.15502547,"about_ca_system_score_codex":0.00006808958,"about_ca_system_score_gemma":0.00009850901,"threshold_uncertainty_score":0.7346366},"labels":[],"label_agreement":null},{"id":"W2788644997","doi":"10.1080/1359432x.2018.1443914","title":"The future of workplace commitment: key questions and directions","year":2018,"lang":"en","type":"article","venue":"European Journal of Work and Organizational Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"University of Bath","keywords":"Key (lock); Sociology; Psychology; Organizational commitment; Public relations; Social psychology; Political science; Computer science","score_opus":0.0226465517504775,"score_gpt":0.35807061645728505,"score_spread":0.3354240647068075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788644997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67603296,0.027452158,0.002794226,0.21816826,0.007931569,0.0004060374,0.000018232926,0.000054032276,0.067142546],"genre_scores_gemma":[0.98843384,0.0056116777,0.00044703693,0.0011951891,0.0021597862,8.2264984e-7,0.000002255724,0.00002089061,0.0021284737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986751,0.00065444515,0.0003819649,0.00007920533,0.00008736386,0.000121931625],"domain_scores_gemma":[0.99883306,0.00028189443,0.00029648875,0.00008776707,0.0004418305,0.00005893631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069302943,0.00007111295,0.00012457732,0.000057867594,0.0011016827,0.0000071641734,0.00009789128,0.000029363107,0.00012675361],"category_scores_gemma":[0.00011694908,0.000045124045,0.000018377817,0.000265613,0.00028804687,0.000040060993,0.00006488297,0.00024216349,0.000017786046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017672124,0.0000629909,0.7731033,0.000010740955,0.00014436187,0.0000052973132,0.0043151625,5.059521e-7,0.000046050583,0.029167874,0.18513817,0.007828825],"study_design_scores_gemma":[0.00040436687,0.00014406205,0.56771314,0.00005009016,0.000021035556,0.000014684545,0.00056205085,1.3568702e-7,0.0000014581718,0.0010231892,0.43003154,0.000034263852],"about_ca_topic_score_codex":5.6868356e-7,"about_ca_topic_score_gemma":0.00001261616,"teacher_disagreement_score":0.3124009,"about_ca_system_score_codex":0.000008720341,"about_ca_system_score_gemma":0.000025455765,"threshold_uncertainty_score":0.84733635},"labels":[],"label_agreement":null},{"id":"W2789052329","doi":"","title":"Minimising skills wastage: Maximising the health of skilled migrant groups","year":2017,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Government (linguistics); Immigration; Qualitative property; Data collection; Public relations; Qualitative research; Exploratory research; Census; Human capital; Business; Political science; Economic growth; Sociology; Medicine; Population; Economics; Environmental health","score_opus":0.02774365919765756,"score_gpt":0.30741120981402886,"score_spread":0.2796675506163713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789052329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593017,0.00022149296,0.00017311229,0.0028820767,0.0006381936,0.00044260532,0.00005861827,0.00004691132,0.036235273],"genre_scores_gemma":[0.9827293,0.00006678077,0.00013913921,0.00007508662,0.00010893553,5.568448e-7,0.000010186505,0.000017267415,0.016852733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842656,0.00014778739,0.00038754445,0.0002795121,0.0003614984,0.00039710797],"domain_scores_gemma":[0.9973965,0.00031365064,0.0011957918,0.0007684759,0.00021262492,0.0001129159],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003157135,0.00017336287,0.00046099426,0.00007510458,0.0044488977,0.00004836379,0.00068429555,0.00009504374,0.00002498295],"category_scores_gemma":[0.00013494784,0.0001541025,0.00021935778,0.000078953024,0.00049346196,0.0006391779,0.0005856335,0.00026974388,0.000017622255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005162808,0.00052067806,0.8822763,0.0009528139,0.0005643163,0.00012666815,0.07079017,0.000009911904,0.0009721798,0.0021476331,0.024677793,0.016445277],"study_design_scores_gemma":[0.0020148072,0.00034206564,0.91385025,0.0011180815,0.00008002074,0.000009861232,0.050173305,0.0000432113,0.000121009885,0.00051316427,0.031394828,0.00033936795],"about_ca_topic_score_codex":0.0012009818,"about_ca_topic_score_gemma":0.000474895,"teacher_disagreement_score":0.031574,"about_ca_system_score_codex":0.00011882066,"about_ca_system_score_gemma":0.00014935221,"threshold_uncertainty_score":0.99684715},"labels":[],"label_agreement":null},{"id":"W2789859499","doi":"10.26522/ssj.v11i2.1527","title":"The Healing Journey: Intimate Partner Abuse and Its Implications in the Labour Market (Book Review)","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Criminology; Economics; Labour economics; Political science; Business; Psychology; Sociology","score_opus":0.14195587623074382,"score_gpt":0.5110767210261362,"score_spread":0.3691208447953924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789859499","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04443879,0.50388235,0.000008768585,0.35911438,0.0029948978,0.003511518,0.0000654049,0.00010075445,0.085883126],"genre_scores_gemma":[0.08987704,0.83416146,0.00002897528,0.054341294,0.0036544264,0.0013065991,0.0000027594267,0.000030725223,0.016596703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976491,0.0009794649,0.0005192399,0.00019410327,0.0001667036,0.00049143506],"domain_scores_gemma":[0.9970545,0.0021905429,0.00019111439,0.00017049965,0.00036722384,0.000026109923],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028483393,0.00014506257,0.00030325496,0.000033183504,0.0048994073,0.000011110303,0.00023195824,0.000065915796,0.00004861282],"category_scores_gemma":[0.0015446845,0.0000749374,0.00003441276,0.00036564746,0.00037941226,0.00008366119,0.00025218568,0.00048322565,0.000036938192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024211522,0.00001977132,0.004108542,0.0010793721,0.000057304664,0.0000016743379,0.07676678,4.635344e-8,0.0000017008326,0.018026398,0.89915186,0.00076235115],"study_design_scores_gemma":[0.00039098013,0.000027579952,0.053887244,0.0010287844,0.00015597683,7.498076e-7,0.072917156,0.0000041241337,4.5748732e-7,0.0020782526,0.86938286,0.00012585148],"about_ca_topic_score_codex":0.000032771914,"about_ca_topic_score_gemma":0.0010418064,"teacher_disagreement_score":0.3302791,"about_ca_system_score_codex":0.00010738849,"about_ca_system_score_gemma":0.000049805163,"threshold_uncertainty_score":0.99639606},"labels":[],"label_agreement":null},{"id":"W2790112245","doi":"10.1093/oxfordhb/9780198755609.013.5","title":"Pluralizing Labour Geography","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Restructuring; Reproduction; Capitalism; Politics; Social reproduction; Field (mathematics); Trade union; Economic geography; Economic restructuring; Labour law; Economic system; Political economy; Political science; Sociology; Economy; Labour economics; Geography; Social science; Economics; Social capital; Law; Ecology","score_opus":0.04652662222103211,"score_gpt":0.3112505779289707,"score_spread":0.2647239557079386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790112245","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006635215,0.00016218283,0.00003732643,0.00011607949,0.0009669456,0.0008335515,0.00028539286,0.00037919098,0.9965558],"genre_scores_gemma":[0.00011295337,0.0004942448,0.0000913905,0.00038393625,0.0008610354,0.00000536722,0.00009341162,0.000064148844,0.9978935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794817,0.0002472892,0.00029949966,0.0004974632,0.00031783187,0.0006897391],"domain_scores_gemma":[0.9983323,0.00022800006,0.00040926185,0.0005263415,0.00033887292,0.00016519682],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00022250245,0.0004153965,0.00054811704,0.000277523,0.0018354257,0.000013496776,0.00057417114,0.0006839368,0.00028185477],"category_scores_gemma":[0.000016437976,0.0004295042,0.00027065448,0.000024067847,0.00030234177,0.00009131355,0.00097570784,0.0009667614,0.000021709602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013193206,0.000012083307,0.0022369775,0.00056099606,0.00045798667,0.00005972114,0.0017722907,1.15058164e-7,0.0000018265864,0.3820722,0.61188424,0.00080959656],"study_design_scores_gemma":[0.0007347608,0.000072497554,0.00059269957,0.0006185291,0.00020970184,4.204563e-7,0.000367748,8.825306e-7,0.000002728542,0.001307415,0.9956625,0.00043007988],"about_ca_topic_score_codex":0.00034852957,"about_ca_topic_score_gemma":0.00018025226,"teacher_disagreement_score":0.38377827,"about_ca_system_score_codex":0.00031215954,"about_ca_system_score_gemma":0.0003051236,"threshold_uncertainty_score":0.9998157},"labels":[],"label_agreement":null},{"id":"W2790258665","doi":"10.1007/s12134-018-0563-3","title":"“Caught in the Same Webs”—Service Providers’ Insights on Gender-Based and Structural Violence Among Female Temporary Foreign Workers in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Wilfrid Laurier University; Université du Québec à Montréal","funders":"York University","keywords":"Empowerment; Service provider; Human rights; Social work; Vulnerability (computing); Immigration; Service (business); Business; Domestic violence; Economic growth; Political science; Poison control; Suicide prevention; Law; Economics; Computer security; Marketing; Medicine","score_opus":0.04002916103699448,"score_gpt":0.3446966677517046,"score_spread":0.3046675067147101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790258665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675558,0.00013683287,0.0052783657,0.02104543,0.0005577816,0.0005642442,0.00002712187,0.000016636892,0.0048177787],"genre_scores_gemma":[0.9895693,0.0003650063,0.00078264554,0.008196404,0.00048436597,0.00013999306,0.00012715573,0.00002197582,0.00031312433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963643,0.0011381785,0.001294485,0.00031401476,0.00063509797,0.0002539379],"domain_scores_gemma":[0.9960992,0.0015436824,0.0009544949,0.00015988397,0.0011448733,0.00009790842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016319832,0.00029584506,0.00031232933,0.00069143943,0.00027371975,0.00017332089,0.00036189426,0.00017137083,0.00014163385],"category_scores_gemma":[0.0011672149,0.0002186169,0.00007435465,0.00041389753,0.00014354591,0.0010449674,0.000037506496,0.00093698414,0.0000035845562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004282609,0.00009303125,0.9538946,0.00003362539,0.000046768022,0.000018844576,0.013291746,0.0006106262,0.00054255506,0.025640268,0.004198945,0.0012006883],"study_design_scores_gemma":[0.0016027286,0.00028460776,0.8947574,0.001501582,0.00001993829,0.000046301975,0.039130807,0.051066197,0.00062221754,0.0066448655,0.0040613026,0.00026204748],"about_ca_topic_score_codex":0.24783781,"about_ca_topic_score_gemma":0.94804573,"teacher_disagreement_score":0.70020795,"about_ca_system_score_codex":0.001253232,"about_ca_system_score_gemma":0.0013040002,"threshold_uncertainty_score":0.89149386},"labels":[],"label_agreement":null},{"id":"W2790313418","doi":"10.1177/0022185617748990","title":"Taking the pulse at work: An employment relations scorecard for Australia","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Industrial relations; Balanced scorecard; Audit; Work (physics); Field (mathematics); Business; Political science; Sociology; Management; Accounting; Economics; Marketing; Engineering","score_opus":0.36225336565809513,"score_gpt":0.4790769538092993,"score_spread":0.1168235881512042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790313418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430655,0.00009031817,0.0011924992,0.0399023,0.0053144787,0.0014084579,0.000045557033,0.000040147188,0.008940717],"genre_scores_gemma":[0.9707148,0.000011095602,0.0004753238,0.0003117586,0.005996061,0.000067540335,0.000019124003,0.000026772725,0.022377517],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975715,0.00041821564,0.0010941847,0.00014679723,0.00035823643,0.00041105694],"domain_scores_gemma":[0.99629,0.0012186229,0.0013107732,0.0002507878,0.0007732881,0.00015649316],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017376165,0.00015590085,0.00027836533,0.00016777245,0.0028135015,0.000026151174,0.00024915938,0.00031223765,0.0022158816],"category_scores_gemma":[0.0017533391,0.00010157232,0.00019681895,0.00040961546,0.00016198892,0.00033663612,0.00009604594,0.00095073454,0.00014221296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043435887,0.00007769645,0.5658795,0.0000029671191,0.00024067855,0.0000018587382,0.005010903,0.00011986681,0.000054876353,0.004834756,0.41828775,0.0050547654],"study_design_scores_gemma":[0.004936932,0.00129872,0.4413574,0.00074919895,0.00066959223,0.000010458875,0.002959115,0.000043092154,0.000049612252,0.004048279,0.54353935,0.0003382532],"about_ca_topic_score_codex":0.00010357784,"about_ca_topic_score_gemma":0.00040490885,"teacher_disagreement_score":0.12525162,"about_ca_system_score_codex":0.00043841897,"about_ca_system_score_gemma":0.00024209009,"threshold_uncertainty_score":0.9986962},"labels":[],"label_agreement":null},{"id":"W2790321252","doi":"","title":"Annotated ontario employment standards act: 2014-2015","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.0397947065698617,"score_gpt":0.3642365971854949,"score_spread":0.3244418906156332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790321252","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16323873,0.00025344116,0.0000018663226,0.0055456557,0.0014751991,0.00085196376,0.0005425457,0.000057317466,0.82803327],"genre_scores_gemma":[0.4982441,0.0013764619,0.00018722522,0.0015622199,0.00079684664,0.0002567806,0.00011015589,0.0001037792,0.49736243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973673,0.0001185452,0.00065007375,0.00036290556,0.00053180923,0.00096937065],"domain_scores_gemma":[0.99730206,0.00010155777,0.00046475028,0.00097046606,0.00047644804,0.0006847248],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007036685,0.00029471697,0.00053403573,0.0003695804,0.0023254799,0.000031313535,0.00057771924,0.00022283364,0.0025072868],"category_scores_gemma":[0.00024490783,0.00027130207,0.0001143531,0.00006513448,0.00019404636,0.00023982693,0.00017962632,0.0004889198,0.00017346258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000351088,0.000013275491,0.49470252,0.000040793893,0.00007220995,0.000027085394,0.0034719082,3.1836825e-7,0.0000031916488,0.003256506,0.49556854,0.002808537],"study_design_scores_gemma":[0.00057817984,0.000055350185,0.40190905,0.0001119009,0.00003241775,3.576003e-7,0.00015468887,2.4039753e-7,0.0000044875565,0.00041643126,0.5965603,0.00017659094],"about_ca_topic_score_codex":0.9742159,"about_ca_topic_score_gemma":0.9987916,"teacher_disagreement_score":0.33500534,"about_ca_system_score_codex":0.0012362495,"about_ca_system_score_gemma":0.004855474,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W2790535131","doi":"","title":"Ontario Employment Standards Act: quick reference","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.06435842573206513,"score_gpt":0.36774895160943555,"score_spread":0.3033905258773704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790535131","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15116853,0.00013207222,0.0000017041447,0.0027721347,0.0009047326,0.0005940354,0.00032286774,0.000034213685,0.8440697],"genre_scores_gemma":[0.6349286,0.00079381483,0.00013454286,0.0009389739,0.00039261705,0.00016214156,0.000040364615,0.00004597483,0.36256298],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976057,0.00009787771,0.00058408914,0.00034246338,0.00049737835,0.0008725211],"domain_scores_gemma":[0.99758106,0.00010612752,0.00041633705,0.00096665404,0.0003411796,0.00058861915],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005940084,0.0002557553,0.00047220234,0.0002851357,0.0023704246,0.000027281552,0.0006131385,0.00021192143,0.0030018836],"category_scores_gemma":[0.00025178367,0.00023434167,0.00008565051,0.00005553902,0.00017837893,0.00020864651,0.00018952155,0.0005159917,0.0001341497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040777784,0.000016353748,0.7879622,0.00007736694,0.000072618284,0.000027344224,0.0050451346,1.7248222e-7,0.000003428095,0.023799209,0.17334749,0.009607933],"study_design_scores_gemma":[0.00035365616,0.000050013048,0.40518853,0.00013733002,0.000023474935,2.4557073e-7,0.0001685963,8.8808335e-8,0.0000030658127,0.00055980764,0.59336424,0.00015092119],"about_ca_topic_score_codex":0.9805014,"about_ca_topic_score_gemma":0.99931496,"teacher_disagreement_score":0.48376006,"about_ca_system_score_codex":0.0012293711,"about_ca_system_score_gemma":0.004944774,"threshold_uncertainty_score":0.99892837},"labels":[],"label_agreement":null},{"id":"W2791014267","doi":"10.1177/0950017018758217","title":"‘Bad’ Jobs in a ‘Good’ Sector: Examining the Employment Outcomes of Temporary Work in the Canadian Public Sector","year":2018,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Public sector; Earnings; Labour economics; Job security; Private sector; Business; Disadvantage; Quality (philosophy); Demographic economics; Work (physics); Economics; Economic growth; Political science; Finance","score_opus":0.10738341713611392,"score_gpt":0.35585403522227327,"score_spread":0.24847061808615933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791014267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96733814,0.0007927132,0.0000034499367,0.022955626,0.0005592143,0.0013690604,0.000015383699,0.000049393053,0.0069170394],"genre_scores_gemma":[0.9916603,0.00014872658,0.0000559443,0.005175717,0.0003297631,0.00040161578,0.000016442904,0.00003855748,0.002172908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965374,0.0007347795,0.00079857354,0.0004168473,0.00050796947,0.0010044137],"domain_scores_gemma":[0.9980207,0.00095190684,0.0002478856,0.0005200216,0.000100958394,0.00015849974],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002648138,0.00033741855,0.0005173753,0.00013286559,0.0018339476,0.000055770164,0.00048195728,0.00026079704,0.00026095906],"category_scores_gemma":[0.00008874038,0.0001974045,0.00015365158,0.0011184067,0.00042098737,0.00014253189,0.0002644051,0.00080382096,0.000022838407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018694745,0.00006452733,0.90539724,0.000022595155,0.00010032879,0.0000025401603,0.061099287,2.827946e-7,0.0000023615487,0.0012021763,0.03160358,0.00048641197],"study_design_scores_gemma":[0.0008453775,0.000101748905,0.93532723,0.0002053378,0.000020045429,2.5173938e-7,0.015992265,0.0000023550108,0.0000020872076,0.0002691183,0.047021303,0.00021290663],"about_ca_topic_score_codex":0.052599065,"about_ca_topic_score_gemma":0.43752128,"teacher_disagreement_score":0.3849222,"about_ca_system_score_codex":0.00038799216,"about_ca_system_score_gemma":0.00041547668,"threshold_uncertainty_score":0.9994655},"labels":[],"label_agreement":null},{"id":"W2791026852","doi":"","title":"Consolidated Ontario employment and labour statutes and regulations 2010","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statute; Labour law; Business; Labour economics; Legislation; Political science; Law; Economics","score_opus":0.04250680864623547,"score_gpt":0.32726870947962206,"score_spread":0.2847619008333866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791026852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.752343,0.00028339893,6.287252e-7,0.0047492674,0.00040045427,0.0005066851,0.00020333832,0.000022598322,0.24149065],"genre_scores_gemma":[0.7308792,0.001179636,0.00024677248,0.00060249603,0.00014968439,0.00007961117,0.000037427202,0.000028416447,0.26679674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987733,0.000064319924,0.00034692755,0.00023522468,0.00012651103,0.00045373614],"domain_scores_gemma":[0.9987039,0.00012533495,0.00022788053,0.0004059455,0.00012672906,0.0004101922],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00021071176,0.00016314046,0.0002962338,0.00022083735,0.0019086264,0.0000291715,0.00014362752,0.00012670622,0.00036373836],"category_scores_gemma":[0.00011145148,0.00015310169,0.000024686067,0.00003678026,0.00025791526,0.00017212974,0.00012310279,0.00023971348,0.000012035784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016089847,0.0000068344643,0.9276034,0.000046496734,0.00005231825,0.000008401569,0.0041834647,8.869258e-8,0.0000088838615,0.03218262,0.034433126,0.0014582706],"study_design_scores_gemma":[0.00032608892,0.00002333006,0.55818444,0.00006169886,0.000022345632,5.611989e-7,0.00020938838,3.7144446e-7,0.0000018707893,0.0012515733,0.43982494,0.000093412404],"about_ca_topic_score_codex":0.94954944,"about_ca_topic_score_gemma":0.9975973,"teacher_disagreement_score":0.4053918,"about_ca_system_score_codex":0.00012880536,"about_ca_system_score_gemma":0.0008205883,"threshold_uncertainty_score":0.9993908},"labels":[],"label_agreement":null},{"id":"W2791126555","doi":"10.1177/0022146517754091","title":"The Status–Health Paradox: Organizational Context, Stress Exposure, and Well-being in the Legal Profession","year":2018,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Stressor; Disadvantage; Overwork; Context (archaeology); Demographic economics; Mental health; Inequality; Psychology; Political science; Social psychology; Labour economics; Economics; Clinical psychology; Psychiatry; Law","score_opus":0.04043376889307734,"score_gpt":0.42072147073041727,"score_spread":0.38028770183733995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791126555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330883,0.0034669677,0.000008935727,0.061711263,0.00085270754,0.00065153366,0.000008674393,0.00000767355,0.0002039257],"genre_scores_gemma":[0.9920443,0.002241289,0.000020558826,0.004758845,0.00064139627,0.00002578433,0.0000069898374,0.00001306862,0.0002477332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967693,0.001290438,0.00091221335,0.00011170916,0.00032735185,0.0005889707],"domain_scores_gemma":[0.99834526,0.00040902387,0.00077063515,0.00006984935,0.0002692181,0.00013599984],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023498663,0.00011932283,0.0003284595,0.000063076186,0.005204102,0.000032291577,0.00011934492,0.00007605393,0.000020819703],"category_scores_gemma":[0.00011601473,0.00006440233,0.00003222856,0.00014248348,0.00020405292,0.00013499004,0.00006274508,0.00067253545,0.0000029254309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009235228,0.00007780238,0.8919432,0.00008507966,0.000009100341,0.000003725069,0.07163568,7.238119e-9,0.0000025520317,0.0056522503,0.008379668,0.022118589],"study_design_scores_gemma":[0.0014766923,0.00077746314,0.8247107,0.00022916436,0.000016388314,0.000008327862,0.12402951,5.1327993e-7,0.0000016975869,0.00048644887,0.048183687,0.000079350364],"about_ca_topic_score_codex":0.00047678332,"about_ca_topic_score_gemma":0.0016350063,"teacher_disagreement_score":0.067232445,"about_ca_system_score_codex":0.00015028386,"about_ca_system_score_gemma":0.0011523626,"threshold_uncertainty_score":0.996091},"labels":[],"label_agreement":null},{"id":"W2791611487","doi":"","title":"Guide to the revised Canada labour code","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Computer science; Programming language; Set (abstract data type)","score_opus":0.035448753938420036,"score_gpt":0.3519592494637522,"score_spread":0.31651049552533217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791611487","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03759607,0.00020466189,0.000001742619,0.07403291,0.0013902138,0.0008954362,0.0005353902,0.00002010641,0.88532346],"genre_scores_gemma":[0.2896888,0.0006115457,0.00013316175,0.01614537,0.001171756,0.0002233844,0.000017762626,0.000051344978,0.6919569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981732,0.00012687295,0.0004762246,0.00022984855,0.0002867604,0.0007071144],"domain_scores_gemma":[0.9978113,0.00018665705,0.0002572087,0.0009850245,0.0002178412,0.00054197706],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004770972,0.00017517866,0.0003171488,0.00012420608,0.0026946415,0.000017730676,0.00080636924,0.00008426236,0.00041022117],"category_scores_gemma":[0.0007712331,0.00012981465,0.00005062418,0.00008909852,0.0000711657,0.0000671649,0.00015590373,0.00026555752,0.000082570295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067837013,0.0000019666,0.10108804,0.000046908197,0.000027894153,0.000016385684,0.0006396038,9.210571e-7,0.0000019260244,0.015937276,0.8795553,0.002677023],"study_design_scores_gemma":[0.00018803874,0.000013162187,0.2501205,0.0000906648,0.00001546966,2.4325536e-7,0.00029693468,4.176294e-7,0.0000022456572,0.00011232883,0.7490426,0.000117401905],"about_ca_topic_score_codex":0.9991979,"about_ca_topic_score_gemma":0.99998194,"teacher_disagreement_score":0.25209272,"about_ca_system_score_codex":0.0003627242,"about_ca_system_score_gemma":0.0038472305,"threshold_uncertainty_score":0.9986037},"labels":[],"label_agreement":null},{"id":"W2792264104","doi":"10.1111/1467-9566.12723","title":"European health inequality through the ‘Great Recession’: social policy matters","year":2018,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"Norges Forskningsråd","keywords":"Austerity; Recession; Unemployment; Inequality; Economics; European Social Survey; Demographic economics; Health indicator; Economic inequality; Social determinants of health; Health equity; Social inequality; Development economics; Economic growth; Political science; Health care; Macroeconomics","score_opus":0.12424353578231322,"score_gpt":0.4891826960534831,"score_spread":0.36493916027116985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792264104","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2445313,0.001156413,0.00035574147,0.7440027,0.0019240816,0.00096997246,0.00008369283,0.00016021331,0.0068158726],"genre_scores_gemma":[0.852547,0.0005526856,0.0000766354,0.14253584,0.0030436204,0.00008099551,0.00005171943,0.0000478395,0.001063653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866039,0.0100386925,0.0014219383,0.00042316646,0.00026473578,0.0012475288],"domain_scores_gemma":[0.99723107,0.0006066138,0.0013453396,0.00043858244,0.0002632104,0.000115195835],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005521403,0.00027458815,0.00088502927,0.00008011143,0.009252375,0.0000033251827,0.0004688898,0.00021265536,0.00030001093],"category_scores_gemma":[0.00024636576,0.00017905034,0.00013938552,0.00029092628,0.002842338,0.00009422021,0.00040560364,0.0008197318,0.0002726703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009921007,0.000076472425,0.037948705,0.00071266096,0.000097665135,7.2610464e-7,0.41856402,1.6125983e-7,0.0000073308424,0.029159887,0.48764798,0.025685161],"study_design_scores_gemma":[0.0014608079,0.00058011565,0.37751114,0.00029519227,0.000016351314,0.0000015804374,0.09176142,8.5311814e-7,0.000005057162,0.023569835,0.5044706,0.00032705066],"about_ca_topic_score_codex":0.012997151,"about_ca_topic_score_gemma":0.00064674905,"teacher_disagreement_score":0.6080157,"about_ca_system_score_codex":0.0003956982,"about_ca_system_score_gemma":0.0011947209,"threshold_uncertainty_score":0.9998714},"labels":[],"label_agreement":null},{"id":"W2792499181","doi":"10.1080/10301763.2017.1433286","title":"The work of care: tensions, contradictions and promising practices","year":2017,"lang":"en","type":"article","venue":"Labour & Industry a journal of the social and economic relations of work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Work (physics); Industrial relations; Sociology; Engineering ethics; Political science; Engineering; Law; Mechanical engineering","score_opus":0.07134732514074106,"score_gpt":0.3952813912170201,"score_spread":0.32393406607627906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792499181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94178647,0.0022713984,0.0000012311265,0.052944895,0.0007517803,0.00018397815,0.000011701924,0.0000026436542,0.0020458899],"genre_scores_gemma":[0.9967535,0.0006162468,0.000054762124,0.0000455627,0.0005148142,0.000004478168,1.8632106e-7,0.0000066032376,0.002003858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989627,0.0001922477,0.00056362536,0.00006719607,0.00007286178,0.00014139785],"domain_scores_gemma":[0.99595654,0.0006740634,0.0029993404,0.00016653964,0.00016169304,0.00004182897],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007346948,0.00007578728,0.0002514875,0.000028136148,0.0059865895,0.000035669458,0.00020974432,0.00021170874,0.000022712045],"category_scores_gemma":[0.00076514087,0.00004498032,0.00008770321,0.000049629158,0.00039276024,0.00022142135,0.00013955058,0.00089467573,0.000001195763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009793808,0.000012238269,0.9787276,0.00001878135,0.00021377052,2.6766347e-7,0.0074018715,0.000017452356,0.0000072488774,0.0074849515,0.004400767,0.0016171118],"study_design_scores_gemma":[0.0005372778,0.000028073562,0.96473473,0.00046806913,0.00014940099,0.0000023587104,0.015589275,0.0000012309878,0.000005142823,0.0033768397,0.015056474,0.000051117317],"about_ca_topic_score_codex":0.00017595914,"about_ca_topic_score_gemma":0.00012368854,"teacher_disagreement_score":0.054967005,"about_ca_system_score_codex":0.000052441017,"about_ca_system_score_gemma":0.00019375769,"threshold_uncertainty_score":0.9953075},"labels":[],"label_agreement":null},{"id":"W2792814449","doi":"","title":"Labour standards in Canada","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.02967913452373828,"score_gpt":0.33832159073358054,"score_spread":0.30864245620984226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792814449","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3404405,0.00015411025,2.322247e-7,0.0036803195,0.00075345236,0.00030674387,0.0005842689,0.000008099973,0.6540722],"genre_scores_gemma":[0.94959515,0.00057009945,0.000026664435,0.00097495934,0.00021550931,0.0000590275,0.000009068454,0.000023946672,0.048525568],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982935,0.000085570646,0.0004252781,0.00019054997,0.00033136277,0.00067373714],"domain_scores_gemma":[0.9986325,0.00010418322,0.00022162516,0.0005096889,0.00017620428,0.0003558014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040303828,0.00014595372,0.0003362065,0.00023424625,0.00094231527,0.00000822776,0.00038532412,0.000086610504,0.0006068303],"category_scores_gemma":[0.00038587296,0.0001405396,0.000032324893,0.0000763221,0.000063932275,0.00010524746,0.00008436994,0.00029702368,0.000012046568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009327455,0.000002583697,0.8911517,0.00006554893,0.00001568179,0.00005035303,0.000579932,5.278134e-7,7.57344e-7,0.017638817,0.088263586,0.0022211496],"study_design_scores_gemma":[0.00026573933,0.000007800287,0.47746766,0.00007083809,0.000004204116,1.1339337e-7,0.00035774367,3.9788722e-7,0.0000010960821,0.00039276105,0.5213475,0.00008414463],"about_ca_topic_score_codex":0.9999443,"about_ca_topic_score_gemma":0.9999991,"teacher_disagreement_score":0.60915464,"about_ca_system_score_codex":0.0014804356,"about_ca_system_score_gemma":0.013944245,"threshold_uncertainty_score":0.99164575},"labels":[],"label_agreement":null},{"id":"W2793135957","doi":"10.1093/ser/mwy009","title":"The employer response to the guaranteed annual income","year":2018,"lang":"en","type":"article","venue":"Socio-Economic Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"National Science Foundation","keywords":"Subsidy; Labour economics; Wage; Payment; Basic income; Economics; Compromise; Argument (complex analysis); Income Support; Work (physics); Variety (cybernetics); Market economy; Finance; Political science","score_opus":0.04743211203825962,"score_gpt":0.4292266834009523,"score_spread":0.3817945713626927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793135957","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29879913,0.09025318,0.000015395011,0.5854052,0.0040986645,0.004653335,0.00014398714,0.00018892468,0.016442217],"genre_scores_gemma":[0.47987068,0.1816357,0.0001000207,0.18737926,0.008620663,0.0040064557,0.000015862908,0.00021993791,0.13815144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968001,0.0015257589,0.0007352436,0.00027782205,0.00011142914,0.0005496286],"domain_scores_gemma":[0.99717087,0.0016330751,0.00024720345,0.0007383672,0.00012668122,0.000083812636],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005213322,0.00019567648,0.00042460515,0.000024792096,0.0033504693,0.000016406217,0.0006008655,0.000079207464,0.00083420565],"category_scores_gemma":[0.0005842056,0.00009781486,0.00017499186,0.00010719075,0.00027165515,0.000073350886,0.0003916083,0.000338008,0.016000379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018178519,0.000007264726,0.025243929,0.0002547482,0.00010690405,6.9410066e-7,0.008056558,1.0718015e-7,0.0000029017922,0.003554255,0.95316696,0.009423905],"study_design_scores_gemma":[0.00021835393,0.000091285525,0.029284753,0.00093591376,0.00004084944,7.5979295e-7,0.0026060594,6.1320424e-7,5.042515e-7,0.0007122209,0.96597695,0.0001317388],"about_ca_topic_score_codex":0.00013969984,"about_ca_topic_score_gemma":0.00035384754,"teacher_disagreement_score":0.3980259,"about_ca_system_score_codex":0.00025877674,"about_ca_system_score_gemma":0.00022472846,"threshold_uncertainty_score":0.99794704},"labels":[],"label_agreement":null},{"id":"W2793187479","doi":"10.1002/capr.12164","title":"Relationship of employment status and socio‐economic factors with distress levels and counselling outcomes during a recession","year":2018,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Unemployment; Recession; Mental health; Distress; Socioeconomic status; Population; Medicine; Agency (philosophy); Psychology; Clinical psychology; Psychiatry; Environmental health; Economic growth; Economics; Sociology","score_opus":0.19799819328175966,"score_gpt":0.4933625678297046,"score_spread":0.29536437454794495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793187479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926816,0.005012325,0.0006364911,0.00074826565,0.00014560192,0.000520614,0.000046792775,0.000038990227,0.0001693105],"genre_scores_gemma":[0.9501566,0.047290575,0.0000579334,0.000032009244,0.00010842757,0.000043054584,0.0000063907682,0.000036239984,0.0022687481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794674,0.00037081365,0.00038494295,0.00040693782,0.00032975373,0.0005608017],"domain_scores_gemma":[0.99779606,0.0014648238,0.00014802821,0.00021659218,0.00021824628,0.00015623336],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012258864,0.00019159824,0.00032850655,0.0001892081,0.0020020835,0.000038290116,0.0000816259,0.00013693306,0.000089599576],"category_scores_gemma":[0.000007645078,0.00013527214,0.000022971954,0.00013375258,0.00059802237,0.0001199949,0.0000061836517,0.00046252346,0.000005287162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038862138,0.00002608536,0.95240223,0.00019840333,0.00007080095,4.6524892e-7,0.04480731,0.000001169187,0.00024823923,0.0008147541,0.00015365308,0.00088823796],"study_design_scores_gemma":[0.0027824726,0.0006163577,0.9646793,0.00085986505,0.000023707582,9.778289e-7,0.0070166625,0.00006637078,0.00020996481,0.016209142,0.007208865,0.0003263236],"about_ca_topic_score_codex":0.00034343902,"about_ca_topic_score_gemma":0.00063316297,"teacher_disagreement_score":0.042524986,"about_ca_system_score_codex":0.000036823643,"about_ca_system_score_gemma":0.000051704385,"threshold_uncertainty_score":0.9992972},"labels":[],"label_agreement":null},{"id":"W2793389189","doi":"10.1177/2050312117753847","title":"Favorable and unfavorable health conditions within OECD countries: An exploratory study","year":2018,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Social determinants of health; Medicine; Health policy; Health equity; Economic growth; Environmental health; Socioeconomics; Public health; Psychiatry; Economics","score_opus":0.10747571261812443,"score_gpt":0.47926376215295835,"score_spread":0.3717880495348339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793389189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.925762,0.0017505784,0.000098681165,0.02880075,0.0017803232,0.005620927,0.00009951182,0.0002117921,0.035875417],"genre_scores_gemma":[0.97067493,0.0004374062,0.00008509883,0.013928614,0.00097597257,0.00045693567,0.00007539397,0.000047535115,0.013318088],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9968701,0.0009389768,0.0007464705,0.0004911029,0.00036707448,0.0005862994],"domain_scores_gemma":[0.9982164,0.00027776597,0.00033555768,0.0005546521,0.0002502758,0.00036538168],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038574808,0.00024315841,0.0006704716,0.00012583936,0.0036839559,0.000031960302,0.00037760026,0.00007896953,0.0046375613],"category_scores_gemma":[0.00014969696,0.00017847659,0.0000126882405,0.00022148115,0.0005637424,0.00060369784,0.00043472904,0.0004044139,0.00041497074],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024180507,0.00048766186,0.36473325,0.0002592229,0.00019713657,0.00003436867,0.36398265,6.628526e-7,0.00008042622,0.0048382026,0.26409283,0.0010518031],"study_design_scores_gemma":[0.01054175,0.010247401,0.06323495,0.0016343583,0.00014285551,0.0000043402033,0.6934883,0.000033810553,0.000018905432,0.0046584825,0.21545994,0.0005349241],"about_ca_topic_score_codex":0.004688527,"about_ca_topic_score_gemma":0.024298115,"teacher_disagreement_score":0.32950565,"about_ca_system_score_codex":0.00012511664,"about_ca_system_score_gemma":0.0005364022,"threshold_uncertainty_score":0.99761313},"labels":[],"label_agreement":null},{"id":"W2793608758","doi":"","title":"Labour standards reform in Nova Scotia: reversing the war against workers","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reversing; Nova scotia; Political science; Geography; Engineering; Archaeology","score_opus":0.03727017507697009,"score_gpt":0.3488944243220103,"score_spread":0.3116242492450402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793608758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27982652,0.00032402,6.584257e-7,0.009409511,0.00095450145,0.0005297481,0.00017716277,0.000017710632,0.70876014],"genre_scores_gemma":[0.96338457,0.0011321707,0.00008444858,0.0015215488,0.00044657226,0.000027046333,0.00001251638,0.000041657473,0.03334947],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980081,0.00013017423,0.0004994908,0.00023893532,0.00035158944,0.0007717469],"domain_scores_gemma":[0.9983782,0.000119464385,0.00031324738,0.000730639,0.00019842522,0.00026000786],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011315797,0.00019256778,0.00035231517,0.0003047305,0.0019405897,0.00001624453,0.0005515485,0.0001713808,0.00019274552],"category_scores_gemma":[0.00040184386,0.00014306672,0.00007410989,0.00015506103,0.00023141078,0.00019946722,0.00014387889,0.0005445148,0.000041344094],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039725535,0.000008845052,0.91296947,0.00012326322,0.0000525614,0.000042175354,0.0044220244,0.0000014564794,0.0000025976155,0.009422534,0.067388855,0.0055264668],"study_design_scores_gemma":[0.00045435873,0.000017637423,0.40307075,0.00039608293,0.000012763088,2.2928e-7,0.0031146626,6.871879e-7,0.0000021041503,0.0002739608,0.59252656,0.0001302129],"about_ca_topic_score_codex":0.8869965,"about_ca_topic_score_gemma":0.9946671,"teacher_disagreement_score":0.68355805,"about_ca_system_score_codex":0.0012162876,"about_ca_system_score_gemma":0.0014378985,"threshold_uncertainty_score":0.9993588},"labels":[],"label_agreement":null},{"id":"W2793631531","doi":"10.1093/eurpub/ckx235","title":"Connections between unemployment insurance, poverty and health: a systematic review","year":2018,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Unemployment; Poverty; Recession; Mental health; Economics; Welfare; Public economics; Economic growth; Psychology","score_opus":0.3625439655007004,"score_gpt":0.48952033157995517,"score_spread":0.12697636607925478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793631531","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012711273,0.9437037,0.00035131624,0.048729096,0.0012415744,0.0040801438,0.000167813,0.000070327515,0.0016547737],"genre_scores_gemma":[0.000012556539,0.9840177,0.00010010975,0.012631542,0.0018207012,0.00006784675,0.00005219924,0.00014334812,0.0011539476],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9532623,0.036994986,0.0072929366,0.00046388546,0.00075495226,0.0012309303],"domain_scores_gemma":[0.98629844,0.0010746615,0.009974946,0.00064829,0.00074905547,0.0012545825],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0529287,0.0006470607,0.006977694,0.00059210294,0.0016623841,0.00005061148,0.000669775,0.00011037039,0.000097868135],"category_scores_gemma":[0.001629699,0.00041419556,0.00064376,0.0007947421,0.00012099522,0.00023674888,0.00036252337,0.0019205022,0.0003068859],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.7203435e-7,0.000037345613,0.00029568622,0.7078761,0.0004685885,0.000009677478,0.0005658723,1.3495938e-9,2.2189481e-10,0.00014176925,0.18123,0.10937459],"study_design_scores_gemma":[0.00024417829,0.00045512803,0.0003215071,0.44712105,0.000276484,0.000050624556,0.000116562034,1.8280522e-8,1.4653495e-10,0.00000602832,0.55125153,0.00015687585],"about_ca_topic_score_codex":0.000048671533,"about_ca_topic_score_gemma":0.000030322932,"teacher_disagreement_score":0.37002155,"about_ca_system_score_codex":0.0010504534,"about_ca_system_score_gemma":0.004138393,"threshold_uncertainty_score":0.99983096},"labels":[],"label_agreement":null},{"id":"W2793929040","doi":"","title":"The 1995 annotated Canada Labour Code","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Computer science; Programming language; Set (abstract data type)","score_opus":0.03319551774301759,"score_gpt":0.3290792043336041,"score_spread":0.2958836865905865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793929040","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16471821,0.00042409266,2.9096032e-7,0.024608567,0.0018175145,0.0005651754,0.0005733164,0.000027070746,0.80726576],"genre_scores_gemma":[0.70353,0.0013482507,0.00002068956,0.0020658108,0.0004963058,0.00010891331,0.00002325041,0.000039093982,0.29236767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816096,0.00012507627,0.00043944814,0.0002010514,0.00026819896,0.00080527185],"domain_scores_gemma":[0.99795634,0.00031084442,0.00033664246,0.00076357735,0.00021339902,0.00041921824],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036815464,0.00017476178,0.00027374536,0.00009465374,0.00513833,0.00002448864,0.00066303153,0.00010177515,0.00016643162],"category_scores_gemma":[0.00046366046,0.00012920542,0.000046194964,0.000076839606,0.0001763973,0.00008892176,0.00011245224,0.00033228096,0.00003241149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015113084,0.0000035725875,0.33380726,0.000046753303,0.000064538755,0.00003529823,0.00066203583,4.778124e-7,0.0000028363788,0.040979546,0.62099856,0.0033840297],"study_design_scores_gemma":[0.00020852573,0.000010915192,0.3406667,0.0000393801,0.00001144062,2.6103217e-7,0.00034060105,9.7849e-7,0.0000022993447,0.00049287,0.6581245,0.00010148202],"about_ca_topic_score_codex":0.9991244,"about_ca_topic_score_gemma":0.999985,"teacher_disagreement_score":0.5388118,"about_ca_system_score_codex":0.00030921944,"about_ca_system_score_gemma":0.0039943736,"threshold_uncertainty_score":0.9961569},"labels":[],"label_agreement":null},{"id":"W2793950241","doi":"","title":"What you should know about the Ontario Employment Standards Act","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Need to know; Business; Computer science; Computer security","score_opus":0.06567609586645622,"score_gpt":0.37429730115950177,"score_spread":0.30862120529304554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793950241","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118899696,0.0019107428,0.0000015046758,0.021315733,0.0039737527,0.0012810815,0.00024820332,0.000048136448,0.85232115],"genre_scores_gemma":[0.3025687,0.013288543,0.00006316167,0.004221529,0.0013369339,0.00043611464,0.000046611123,0.00010665377,0.6779317],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972983,0.00016230982,0.0006102109,0.00035060183,0.0006199771,0.0009585719],"domain_scores_gemma":[0.9973419,0.00018692773,0.00042273666,0.0012387816,0.0003206294,0.00048905547],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009901215,0.00030527703,0.00047437218,0.00021557156,0.003766001,0.00010972123,0.0008538879,0.00022084043,0.0014325568],"category_scores_gemma":[0.00024579722,0.00021825221,0.00015535073,0.00006841822,0.00028913212,0.0004629721,0.0002325588,0.00066467363,0.0000737741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053622378,0.000022745973,0.61990803,0.000078369645,0.00018195219,0.00003080414,0.020263053,8.5799104e-7,0.0000020874822,0.013831184,0.30737036,0.03825691],"study_design_scores_gemma":[0.0003621627,0.000045364322,0.33346337,0.00032829345,0.000047082412,3.997233e-7,0.0008850001,2.5721883e-7,0.0000035704286,0.0005568881,0.6641409,0.00016673717],"about_ca_topic_score_codex":0.94823056,"about_ca_topic_score_gemma":0.9990723,"teacher_disagreement_score":0.3567705,"about_ca_system_score_codex":0.0010849553,"about_ca_system_score_gemma":0.0035651012,"threshold_uncertainty_score":0.99948025},"labels":[],"label_agreement":null},{"id":"W2794272630","doi":"","title":"Employment standards in British Columbia: annotated legislation and commentary","year":2017,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Political science; Law","score_opus":0.027109568417013733,"score_gpt":0.3303408265488215,"score_spread":0.3032312581318078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794272630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77291167,0.0003834204,6.947203e-7,0.005069669,0.00041377515,0.0007715585,0.000671736,0.00002194205,0.21975556],"genre_scores_gemma":[0.97581214,0.002564656,0.000067370696,0.0018633731,0.00020610077,0.00013258011,0.000078375626,0.000033732234,0.019241672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984844,0.00011948887,0.00045236564,0.00022804161,0.00023760925,0.00047811217],"domain_scores_gemma":[0.9989943,0.000084481115,0.00022145918,0.00030942357,0.00013967932,0.00025063666],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005110628,0.000105891675,0.0003158292,0.0001572896,0.0013412547,0.00006280066,0.00017637713,0.000118472344,0.00023063585],"category_scores_gemma":[0.00014489247,0.00016199856,0.000030165978,0.00006619398,0.00015586163,0.00021282908,0.00010323751,0.00024376792,0.000003037426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061164264,0.000009483832,0.8164446,0.000038228816,0.000019205541,0.000030872267,0.000841999,1.4036254e-7,0.0000012362722,0.000099843644,0.1720576,0.01045072],"study_design_scores_gemma":[0.0006258671,0.00003117341,0.56856865,0.00019813354,0.000010463537,5.1103626e-7,0.0003026356,0.0000012226741,3.1539636e-7,0.00037199035,0.4297935,0.000095514195],"about_ca_topic_score_codex":0.98593515,"about_ca_topic_score_gemma":0.9996577,"teacher_disagreement_score":0.2577359,"about_ca_system_score_codex":0.00032865905,"about_ca_system_score_gemma":0.00046563204,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W2794316809","doi":"","title":"Unstable and On-Call Work Schedules in the United States and Canada","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Flexibility (engineering); Business; Work schedule; Temporary work; Work time; Scheduling (production processes); Control (management); Demographic economics; Labour economics; Economics; Operations management; Engineering","score_opus":0.0688604856569787,"score_gpt":0.3920012933944465,"score_spread":0.3231408077374678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794316809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96451455,0.0002652542,1.3069389e-7,0.008303136,0.00024321461,0.0009796947,0.000062901505,0.000012418422,0.025618704],"genre_scores_gemma":[0.9395329,0.05367817,0.00009239911,0.0019062619,0.00031325943,0.00061075675,0.00016243348,0.000056984798,0.0036468382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970437,0.00092174375,0.00048664954,0.00053473114,0.00020851799,0.00080462],"domain_scores_gemma":[0.99630576,0.002835516,0.000120148834,0.0005092416,0.00011589029,0.000113410184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025817538,0.00022987532,0.00039140598,0.00031942234,0.00065325527,0.00004414058,0.00034841002,0.00026379098,0.000042522366],"category_scores_gemma":[0.0005201243,0.00017463918,0.000021724698,0.0001492887,0.0004650572,0.000032885273,0.0011137606,0.0022393405,0.000003495807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019828341,0.000054814314,0.9779193,0.00041659837,0.00008414497,0.000024609279,0.0053179422,0.00038182174,4.5352377e-7,0.0012837691,0.0077358587,0.006582451],"study_design_scores_gemma":[0.0015435987,0.0001805264,0.5921886,0.0022153484,0.000013965584,9.711607e-7,0.04059183,0.0009275962,0.0000032289686,0.007341391,0.3543721,0.0006208054],"about_ca_topic_score_codex":0.42337906,"about_ca_topic_score_gemma":0.85472804,"teacher_disagreement_score":0.43134895,"about_ca_system_score_codex":0.0006779685,"about_ca_system_score_gemma":0.00091574044,"threshold_uncertainty_score":0.97289443},"labels":[],"label_agreement":null},{"id":"W2794415592","doi":"10.7202/1043175ar","title":"Insertion professionnelle des immigrants qualifiés en technologies de l’information à Québec : À l’encontre des mythes, témoignages d’immigrants","year":2018,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.039828035222490024,"score_gpt":0.3363846201365209,"score_spread":0.29655658491403086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794415592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8776279,0.019045115,0.004421662,0.07786328,0.0016534869,0.0020713052,0.00024600732,0.0010958774,0.015975324],"genre_scores_gemma":[0.95480007,0.0056688576,0.001655981,0.00028017903,0.0005378878,0.00028783252,0.00009737625,0.000058481073,0.036613327],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9952534,0.0013099214,0.0013361635,0.0004264355,0.00041009233,0.0012639865],"domain_scores_gemma":[0.9961647,0.0015886079,0.000654959,0.00059918495,0.0008127538,0.0001798232],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015584705,0.0005464417,0.0005368435,0.0005917453,0.006051847,0.00008847267,0.00047390553,0.002056703,0.0010440951],"category_scores_gemma":[0.0040948964,0.000495822,0.0001715866,0.0012729652,0.0021401872,0.0019821322,0.0003985398,0.0017510566,0.0021626074],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014470145,0.00030401652,0.3339946,0.00020124792,0.00029548723,0.00000684751,0.17612773,0.00004377282,0.00014076536,0.0070417663,0.13520588,0.34649318],"study_design_scores_gemma":[0.0018578602,0.0004783565,0.22151232,0.0049040485,0.00035856094,0.000017836173,0.46182922,0.00060902786,0.0011582009,0.018346043,0.28807473,0.00085381535],"about_ca_topic_score_codex":0.08615198,"about_ca_topic_score_gemma":0.077720165,"teacher_disagreement_score":0.34563938,"about_ca_system_score_codex":0.0012427388,"about_ca_system_score_gemma":0.0013900195,"threshold_uncertainty_score":0.9998691},"labels":[],"label_agreement":null},{"id":"W2795420282","doi":"10.1108/ijssp-04-2017-0050","title":"The social organization of workplace mental health: local and translocal ruling relations","year":2018,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University of Waterloo","funders":"","keywords":"Mental illness; Originality; Mental health; Sociology; Attendance; Embodied cognition; Perspective (graphical); Value (mathematics); Public relations; Ethnography; Psychology; Political science; Qualitative research; Psychiatry; Social science; Law; Epistemology","score_opus":0.03531990250694474,"score_gpt":0.44279052408826436,"score_spread":0.40747062158131964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795420282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73131543,0.0003553382,0.0014355356,0.26550546,0.0007665866,0.00009806453,0.000023695402,0.000007972222,0.000491905],"genre_scores_gemma":[0.9947122,0.00050923385,0.000036295827,0.0016953085,0.0028174783,0.0000013675282,0.000007426308,0.0000073059796,0.00021343442],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99885696,0.0003077916,0.0004585957,0.00006222497,0.0001522911,0.0001621243],"domain_scores_gemma":[0.99870235,0.00030795677,0.00043548082,0.000017904333,0.0005043326,0.000031969495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00059977925,0.0000669646,0.00017949358,0.00007090949,0.002333949,0.0000057831626,0.000106156585,0.00014387301,0.000030530227],"category_scores_gemma":[0.00015044997,0.000049821403,0.00004284463,0.00006369827,0.0011892534,0.00007657616,0.00005915764,0.0003130785,0.0000031002658],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032156485,0.00006485131,0.15359795,0.000026544452,0.00063453906,0.0000013541916,0.42047784,8.920456e-7,0.00018648039,0.375475,0.027015286,0.022197718],"study_design_scores_gemma":[0.0039217877,0.00043607596,0.7863326,0.00014514601,0.00006511829,0.000031697913,0.11115034,0.000030937612,0.00003460125,0.054311022,0.04332923,0.00021141607],"about_ca_topic_score_codex":0.00015394477,"about_ca_topic_score_gemma":0.000082354505,"teacher_disagreement_score":0.63273466,"about_ca_system_score_codex":0.00015992441,"about_ca_system_score_gemma":0.00029054226,"threshold_uncertainty_score":0.9989649},"labels":[],"label_agreement":null},{"id":"W2795586387","doi":"10.1177/0020731418767548","title":"The Impacts of Social Protection Policies and Programs on Suicide: A Literature Review","year":2018,"lang":"en","type":"review","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Association (psychology); Diversity (politics); Psychology; Suicide prevention; Inclusion (mineral); Human factors and ergonomics; Empirical research; Poison control; Medicine; Environmental health; Social psychology; Political science","score_opus":0.10646916724181635,"score_gpt":0.5211299674763505,"score_spread":0.4146608002345342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795586387","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012242966,0.9803288,8.172668e-7,0.016534025,0.0013973244,0.0013947418,0.000043682954,0.000011083535,0.0001670912],"genre_scores_gemma":[0.00010969592,0.9957627,0.000011729745,0.001995821,0.0018343675,0.00008077815,0.000030979983,0.000024423422,0.00014951281],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958722,0.0009993305,0.00199133,0.00014580233,0.00067984953,0.0003115058],"domain_scores_gemma":[0.99288744,0.00028419265,0.0051692394,0.00011995746,0.0014597764,0.00007939115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002504086,0.00026123496,0.0012503123,0.00022147321,0.00075172074,0.000045191282,0.0005159486,0.0001847019,0.000012440475],"category_scores_gemma":[0.0000891997,0.00013427537,0.00030934278,0.00024121028,0.0000875357,0.00014066458,0.00015289885,0.0008278752,0.000008894883],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059893096,0.000053078347,0.00016062325,0.15154865,0.00050549017,0.0000038810176,0.0036704463,4.0676986e-9,4.0292665e-8,0.0005413976,0.003605622,0.83985084],"study_design_scores_gemma":[0.00014845301,0.00029742782,0.00048848445,0.31474593,0.000088971145,0.000030198977,0.0002735437,1.0316014e-7,3.2929616e-8,0.00013792768,0.6837273,0.000061593484],"about_ca_topic_score_codex":0.00035641814,"about_ca_topic_score_gemma":0.00038256324,"teacher_disagreement_score":0.8397893,"about_ca_system_score_codex":0.0002286874,"about_ca_system_score_gemma":0.000562648,"threshold_uncertainty_score":0.5781704},"labels":[],"label_agreement":null},{"id":"W2795731772","doi":"10.11575/prism/34116","title":"Minimum Wages in Canada","year":2012,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Labour economics","score_opus":0.02748927081312913,"score_gpt":0.27783715525380615,"score_spread":0.250347884440677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795731772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386675,0.00038064006,0.0004955339,0.0027054846,0.0003206026,0.00018254315,5.887773e-7,0.000016136126,0.05723102],"genre_scores_gemma":[0.9899342,0.000111928035,0.0006745607,0.00019566128,0.000022609282,5.247244e-7,0.0000040404802,0.000005444455,0.009051055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926746,0.000098582146,0.00010148286,0.00007883752,0.0001305841,0.00032304903],"domain_scores_gemma":[0.9995828,0.00012644981,0.00007425889,0.00010632864,0.0000271471,0.00008301814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014982754,0.000062753206,0.00016409945,0.000057448382,0.00023337506,3.0961914e-7,0.00011511034,0.00005094195,0.00049789617],"category_scores_gemma":[0.00001935327,0.00006927161,0.000025344312,0.00008319722,0.000034371056,0.000109941415,0.00014164619,0.00017974288,0.00003771776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002077553,0.0000215895,0.9466468,0.000048069185,0.000016219583,0.0000074986997,0.005512174,2.0459044e-8,0.000025527092,0.00074229133,0.036591854,0.010367169],"study_design_scores_gemma":[0.00047615418,0.000009128044,0.89428246,0.000039602975,0.000012453054,9.033268e-8,0.0031962001,0.000059122984,0.0000065928657,0.00007154469,0.101767585,0.00007907064],"about_ca_topic_score_codex":0.9226692,"about_ca_topic_score_gemma":0.73523766,"teacher_disagreement_score":0.18743148,"about_ca_system_score_codex":0.00024833932,"about_ca_system_score_gemma":0.0003154753,"threshold_uncertainty_score":0.5451614},"labels":[],"label_agreement":null},{"id":"W2796177537","doi":"10.4337/9781785360497.00016","title":"Securing the urban core: policing poverty and migration in the neoliberal city","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Securitization; Sociocultural evolution; Scholarship; Spatial inequality; Poverty; Middle class; Right to the city; Global city; Inequality; Political science; Economic geography; Capital (architecture); Sociology; Geography; Economic growth; Economics; Politics; Law","score_opus":0.08109908597199748,"score_gpt":0.3480394872925627,"score_spread":0.2669404013205652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796177537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013976038,0.000511618,0.0000054180614,0.021301722,0.0013389081,0.0012700919,0.000042505526,0.000120734774,0.96143293],"genre_scores_gemma":[0.1289997,0.00016833849,0.000022576356,0.014803677,0.004264196,0.00016098106,0.000083802435,0.000116498944,0.8513802],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975854,0.00021648087,0.0005936316,0.0004474858,0.00053861184,0.0006183857],"domain_scores_gemma":[0.9975195,0.00077457586,0.0006420186,0.0008309869,0.00015004953,0.00008289025],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021088626,0.00041887403,0.0004745356,0.00015859577,0.0028042945,0.00069175096,0.00086112076,0.0005394838,0.00004972525],"category_scores_gemma":[0.00043839565,0.0002432141,0.00013106673,0.000015700603,0.00020614482,0.0005475064,0.00064791134,0.002729729,0.00001648394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050183113,0.000008792605,0.03435887,0.0002024342,0.0001358067,0.000019031133,0.09732848,3.0265534e-7,0.0000050834337,0.1822056,0.6799026,0.0057828133],"study_design_scores_gemma":[0.0005412698,0.000039238937,0.023393767,0.0009614841,0.00007794112,0.0000049871596,0.0007835539,0.000014453958,0.000001241351,0.07183656,0.90196455,0.00038094638],"about_ca_topic_score_codex":0.011321139,"about_ca_topic_score_gemma":0.029399537,"teacher_disagreement_score":0.22206195,"about_ca_system_score_codex":0.00017519033,"about_ca_system_score_gemma":0.00019785733,"threshold_uncertainty_score":0.999571},"labels":[],"label_agreement":null},{"id":"W2797257223","doi":"10.1108/ijm-10-2016-0189","title":"Minimum wages effects on low-skilled workers in less developed regions of China","year":2018,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Monopsony; Minimum wage; China; Economics; Wage; Demographic economics; Pace; Work (physics); Enforcement; Labour economics; Shock (circulatory); Survey data collection; Difference in differences; Geography; Econometrics; Medicine","score_opus":0.038091536985057795,"score_gpt":0.4085486770413066,"score_spread":0.3704571400562488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797257223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703878,0.00008340632,0.00013664353,0.011292216,0.0038195052,0.00017955837,0.0000035266664,0.000008804122,0.014088519],"genre_scores_gemma":[0.9952609,0.00010488936,0.00016595618,0.00063309394,0.0008021911,0.00000829315,0.00000206951,0.000014832358,0.0030077668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998299,0.000205628,0.0006920636,0.000111800364,0.00048358607,0.00020790819],"domain_scores_gemma":[0.99807847,0.00057485304,0.0005614117,0.00010415149,0.00062568905,0.000055428613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000580333,0.00012313442,0.00028869987,0.00036980113,0.00010928827,0.000006180529,0.0003623428,0.00008650674,0.0002006383],"category_scores_gemma":[0.0004773954,0.00009056428,0.00010004227,0.00013081505,0.00008597055,0.000113778166,0.00011335111,0.00036501087,0.000050810606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002281597,0.0004719726,0.8624687,0.000105349936,0.00069002045,0.00022366385,0.015131307,0.000012165513,0.0008045127,0.004130062,0.1065459,0.0071347514],"study_design_scores_gemma":[0.0033698364,0.0003810224,0.9750215,0.0032063448,0.000022263206,0.0000074679,0.0023740847,0.0000057864486,0.0009786005,0.0018090078,0.012677918,0.00014618436],"about_ca_topic_score_codex":0.000094851086,"about_ca_topic_score_gemma":0.00020793465,"teacher_disagreement_score":0.11255279,"about_ca_system_score_codex":0.0001420971,"about_ca_system_score_gemma":0.00014602719,"threshold_uncertainty_score":0.36931044},"labels":[],"label_agreement":null},{"id":"W2799470177","doi":"10.1177/0896920518763936","title":"Capitalism, Neoliberalism, and Unfree Labour","year":2018,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Neoliberalism (international relations); Capitalism; Alienation; Coercion (linguistics); Context (archaeology); Sociology; Political economy; Politics; Capital (architecture); Outsourcing; Political science; Law","score_opus":0.06258710235958816,"score_gpt":0.4553770846904636,"score_spread":0.3927899823308755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799470177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88082474,0.0006874405,0.00008199943,0.0996419,0.001098835,0.0001506686,0.000022203942,0.00012142483,0.0173708],"genre_scores_gemma":[0.9716459,0.00006253508,0.0001600694,0.022474766,0.0015856894,0.000049586677,0.0000057105817,0.000015268586,0.004000478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99857855,0.00035157398,0.00022664631,0.00022523098,0.000064628206,0.0005533932],"domain_scores_gemma":[0.9984761,0.001049426,0.000024125076,0.00013678796,0.0001898925,0.00012370403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002589249,0.000110617046,0.00023568381,0.000025703994,0.0009791316,0.0000036424392,0.00008774097,0.00026711635,0.0015442027],"category_scores_gemma":[0.00070022413,0.00008893831,0.00003034367,0.000036041136,0.0020922034,0.00005172035,0.00020821055,0.00032815163,0.0005923743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014889304,0.000016421196,0.04400027,0.000055476114,0.000020452531,0.0000053409253,0.01218012,2.2804407e-9,0.00011376695,0.89950716,0.043798342,0.00028774247],"study_design_scores_gemma":[0.0006697412,0.00030667355,0.21560188,0.00003434597,0.000032749045,0.0000028695683,0.004756259,0.000004639895,0.00002093966,0.57215893,0.2062019,0.00020908292],"about_ca_topic_score_codex":0.0002221222,"about_ca_topic_score_gemma":0.00007657625,"teacher_disagreement_score":0.32734826,"about_ca_system_score_codex":0.0000304788,"about_ca_system_score_gemma":0.000036501773,"threshold_uncertainty_score":0.99936855},"labels":[],"label_agreement":null},{"id":"W2799841667","doi":"10.2307/25149194","title":"Health and Work: Critical Perspectives","year":2001,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Engineering ethics; Sociology; Psychology; Environmental ethics; Engineering; Philosophy; Mechanical engineering","score_opus":0.04768549257799824,"score_gpt":0.3928823797942516,"score_spread":0.34519688721625336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799841667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83596474,0.015330299,0.00014747736,0.13064618,0.0003287229,0.00034337753,0.000012628214,0.0002089942,0.017017597],"genre_scores_gemma":[0.95944464,0.0028667827,0.0001711518,0.003649004,0.00035944572,0.000046070818,0.0000029928508,0.000022354572,0.033437558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852693,0.00027662792,0.00024626116,0.00025441239,0.00013520144,0.0005605369],"domain_scores_gemma":[0.999199,0.0002895055,0.000047113288,0.00015242572,0.00009818141,0.00021377833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217621,0.00012730941,0.00025781445,0.00004722128,0.0011747573,0.000011569995,0.00007236982,0.00007892032,0.0004156616],"category_scores_gemma":[0.00018648167,0.00010935997,0.00003066641,0.00017339666,0.00017369246,0.0000876722,0.00006936187,0.00034896398,0.0001519735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011111536,0.0001478834,0.70257884,0.0001780661,0.000041178013,0.00001441359,0.06608661,1.0444211e-7,0.000010294182,0.17002825,0.044477526,0.016325729],"study_design_scores_gemma":[0.00074345845,0.00011684826,0.7171445,0.00013302777,0.000005678651,0.0000028370087,0.044946767,9.0824886e-7,8.4350063e-7,0.0022063188,0.23454516,0.00015365136],"about_ca_topic_score_codex":0.0009581554,"about_ca_topic_score_gemma":0.00070415344,"teacher_disagreement_score":0.19006762,"about_ca_system_score_codex":0.00005382351,"about_ca_system_score_gemma":0.00015733972,"threshold_uncertainty_score":0.9035402},"labels":[],"label_agreement":null},{"id":"W2800196139","doi":"10.7939/r3pg1j26p","title":"Working Together? Settlement Services and Immigrant Employment in Mid-Sized Canadian Cities","year":2017,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Settlement (finance); Business; Economic growth; Political science; Geography; Labour economics; Economics; Finance; Archaeology","score_opus":0.026880514213521257,"score_gpt":0.27161010410779685,"score_spread":0.2447295898942756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800196139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9180599,0.00022175434,2.7707506e-7,0.024709413,0.00019438358,0.00027848835,0.000015349971,0.000016077927,0.056504395],"genre_scores_gemma":[0.974769,0.00041599708,0.00009816622,0.0005311146,0.00003960041,0.0000010256342,0.000029470275,0.000011584937,0.024104042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991706,0.000092016744,0.00015131963,0.00017937175,0.00008885088,0.000317842],"domain_scores_gemma":[0.9992923,0.00015824674,0.00015189138,0.00025816532,0.000013787813,0.00012558313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009362196,0.00011237539,0.00022377782,0.00014106823,0.0012668313,0.000017027925,0.00031180738,0.00008418756,0.0006838928],"category_scores_gemma":[0.0000073782885,0.000115927985,0.000036826634,0.000040777682,0.000114601185,0.00040529485,0.00038613708,0.00014714227,0.000016958738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000700852,0.0000116311085,0.95066506,0.00008099925,0.00004546889,0.000014325264,0.0445285,3.9278643e-7,0.0000068155987,0.001243116,0.002863933,0.00046966693],"study_design_scores_gemma":[0.001190057,0.00002920814,0.777458,0.00052796135,0.000020061869,1.5077427e-7,0.03211484,0.000009094191,0.000017685365,0.00043722623,0.18805769,0.00013803001],"about_ca_topic_score_codex":0.68641096,"about_ca_topic_score_gemma":0.90898424,"teacher_disagreement_score":0.22257327,"about_ca_system_score_codex":0.0000477899,"about_ca_system_score_gemma":0.00016688628,"threshold_uncertainty_score":0.97435695},"labels":[],"label_agreement":null},{"id":"W2800526608","doi":"10.7202/1044425ar","title":"Vers la fin de la gestion des carrières? La GRH face au rôle croissant des intermédiaires du marché du travail","year":2018,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.05497650872894991,"score_gpt":0.34082280304154083,"score_spread":0.2858462943125909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800526608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89605576,0.007525777,0.0018701036,0.028467001,0.0011391795,0.00059126306,0.00014224624,0.00019137544,0.06401731],"genre_scores_gemma":[0.95604813,0.004376718,0.0006164656,0.00008387364,0.0013734649,0.00009268183,0.00003105499,0.00006737865,0.037310258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944301,0.0034172295,0.0006514198,0.00040945006,0.00026039398,0.000831373],"domain_scores_gemma":[0.99385035,0.0050210636,0.0002488426,0.00033001616,0.00027791713,0.00027179095],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001988286,0.0003813272,0.00036200543,0.00024588322,0.003511095,0.000089938345,0.0002804363,0.0014452451,0.0009817958],"category_scores_gemma":[0.003092216,0.00038140736,0.00015008677,0.00053393235,0.003999247,0.00037716248,0.00027408008,0.0017252521,0.000428272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009043953,0.00023072227,0.6121954,0.0000815503,0.00021461435,0.00003711572,0.07024068,0.00019375107,0.00005378489,0.015114396,0.21670087,0.084846705],"study_design_scores_gemma":[0.00091803115,0.00019121722,0.5583727,0.0019818556,0.00019709519,0.00003183938,0.021166908,0.0003252164,0.00015535227,0.0020797788,0.414253,0.00032705188],"about_ca_topic_score_codex":0.011091204,"about_ca_topic_score_gemma":0.0049785813,"teacher_disagreement_score":0.19755213,"about_ca_system_score_codex":0.0009538572,"about_ca_system_score_gemma":0.0011850857,"threshold_uncertainty_score":0.99993145},"labels":[],"label_agreement":null},{"id":"W2801231826","doi":"10.1177/2167696818764144","title":"A Longitudinal Mixed-Methods Case Study of Quarter-Life Crisis During the Post-university Transition: Locked-Out and Locked-In Forms in Combination","year":2018,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Psychology; Period (music); Longitudinal study; Anxiety; Exemplification; Psychiatry; Medicine; History","score_opus":0.027964125424580613,"score_gpt":0.38085775235351554,"score_spread":0.35289362692893494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801231826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950568,0.00009439627,0.0005050131,0.003120714,0.00023346033,0.0007623411,0.0000106323505,0.00004129149,0.00017536344],"genre_scores_gemma":[0.9995702,0.000028355786,0.00017773552,0.00007686527,0.00006637662,0.000023487863,0.0000027469507,0.000013378712,0.00004085191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978285,0.0009080572,0.0004504415,0.0002935488,0.00016455776,0.00035488323],"domain_scores_gemma":[0.99909806,0.00022587854,0.00016064687,0.0002189756,0.00023060298,0.00006583901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010355583,0.00015878545,0.00030129906,0.0002474354,0.0011209561,0.0000058274045,0.00010602607,0.00007840368,0.000049477705],"category_scores_gemma":[0.00009187576,0.0001279769,0.00004216805,0.00040927622,0.00010483803,0.00020273637,0.00011263349,0.0003326273,0.0000038107287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023828654,0.0004986868,0.61560357,0.0002553373,0.000058410293,0.00021447548,0.38119864,0.0000043136356,0.00004771665,0.00009404624,0.00028136952,0.0015051252],"study_design_scores_gemma":[0.0029477398,0.00043970667,0.50031185,0.00013899361,0.000031888627,0.000016947939,0.495752,0.00011339263,0.000015921556,0.000094832336,0.000032610144,0.00010414032],"about_ca_topic_score_codex":0.0064769443,"about_ca_topic_score_gemma":0.034995586,"teacher_disagreement_score":0.11529175,"about_ca_system_score_codex":0.000107017375,"about_ca_system_score_gemma":0.00003964259,"threshold_uncertainty_score":0.9826132},"labels":[],"label_agreement":null},{"id":"W2801312367","doi":"10.7939/r3fw2m","title":"Understanding the experience of chronic illness in the age of globalization","year":2011,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Medicine; Political science","score_opus":0.0921361446010724,"score_gpt":0.2946082335387061,"score_spread":0.2024720889376337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801312367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85137963,0.00009061478,0.00042401356,0.0011048178,0.000085322106,0.00025827202,0.0000028112677,0.0000069186385,0.14664762],"genre_scores_gemma":[0.99855036,0.00012451483,0.000018862656,0.00007179006,0.000009123234,3.0993507e-7,0.00000599801,0.000002882592,0.0012161758],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99945,0.00017295923,0.00012527322,0.00006495261,0.00008710031,0.00009970066],"domain_scores_gemma":[0.9994191,0.00027891152,0.0001320397,0.00014961418,0.0000116381,0.000008699587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008006112,0.00004506898,0.000107443164,0.000039788833,0.00022342947,6.7891017e-7,0.00029170027,0.0000395618,0.00041825543],"category_scores_gemma":[0.000014756094,0.000030114566,0.00003140726,0.00021393625,0.00022864973,0.00022920562,0.00014348167,0.000069278234,0.0000016987931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058082933,0.00004464105,0.40754405,0.00009029403,0.000017264481,0.000002002239,0.47216982,0.0000025243235,0.000022384856,0.11787866,0.0021384084,0.000031883832],"study_design_scores_gemma":[0.00082173717,0.0001224186,0.3461924,0.00038083733,0.000033236596,2.3146573e-7,0.63736606,0.0000473462,0.00020714178,0.005468432,0.009249425,0.00011075086],"about_ca_topic_score_codex":0.0045576473,"about_ca_topic_score_gemma":0.0024027443,"teacher_disagreement_score":0.16519624,"about_ca_system_score_codex":0.000025411115,"about_ca_system_score_gemma":0.000056000867,"threshold_uncertainty_score":0.68898296},"labels":[],"label_agreement":null},{"id":"W2801330807","doi":"10.1093/annweh/wxy027","title":"Corrigendum: Gender, Work, and Health","year":2018,"lang":"en","type":"erratum","venue":"Annals of Work Exposures and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Work (physics); Psychology; Environmental health; Medicine; Engineering","score_opus":0.36990570811409357,"score_gpt":0.48743542093407993,"score_spread":0.11752971281998636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801330807","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005221497,0.5383129,0.000038248378,0.35805893,0.046371657,0.0038868107,0.00039122527,0.00028864405,0.047430083],"genre_scores_gemma":[0.026117025,0.46911103,0.0003326187,0.055021353,0.009413646,0.0002274323,0.0007492011,0.00025888285,0.4387688],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948413,0.00063776487,0.0016788488,0.0007736474,0.00051635574,0.0015521264],"domain_scores_gemma":[0.9964913,0.000148177,0.0017166509,0.0005746923,0.0003909324,0.0006782524],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003094322,0.00059061666,0.0018011252,0.00027352877,0.0020934085,0.000024510417,0.0002556971,0.0006962407,0.00025509298],"category_scores_gemma":[0.000057143407,0.00049380586,0.00015326511,0.00039180688,0.00031558343,0.00007877835,0.00043012362,0.001614467,0.000030199633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007847231,0.00005553351,0.13535514,0.0025708666,0.00015120472,0.0000023318787,0.0062268614,2.7232852e-8,1.42580845e-8,0.0012421557,0.8454223,0.008895059],"study_design_scores_gemma":[0.00037602722,0.0007748452,0.28696296,0.0024834285,0.00001722824,8.58125e-7,0.0010575711,2.055239e-7,1.4168573e-7,0.0011919686,0.7068504,0.00028434474],"about_ca_topic_score_codex":0.0025524127,"about_ca_topic_score_gemma":0.0017209983,"teacher_disagreement_score":0.39133874,"about_ca_system_score_codex":0.00007462019,"about_ca_system_score_gemma":0.0014287109,"threshold_uncertainty_score":0.9997513},"labels":[],"label_agreement":null},{"id":"W2801728581","doi":"10.1080/10875549.2018.1460736","title":"Measuring economic exclusion for racialized minorities, immigrants and women in Canada: results from 2000 and 2010","year":2018,"lang":"en","type":"article","venue":"Journal of Poverty","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Disadvantaged; Immigration; Disadvantage; Precarity; Social exclusion; Demographic economics; Race (biology); Economics; Survey of Income and Program Participation; Inequality; Ethnic group; Sociology; Labour economics; Political science; Economic growth; Gender studies","score_opus":0.05142104970981103,"score_gpt":0.31981255897705546,"score_spread":0.2683915092672444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801728581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944282,0.0008597969,0.000003640968,0.0026870044,0.0011983559,0.00018201923,0.00017991874,0.0000024864732,0.00045858862],"genre_scores_gemma":[0.9964767,0.00060985395,0.00009693259,0.0006474755,0.0007754061,0.0000075165353,0.000002732184,0.000009706832,0.0013736892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988312,0.000090519025,0.0005649373,0.00010941661,0.0001065943,0.0002973111],"domain_scores_gemma":[0.99902135,0.00038716636,0.0003275238,0.00006643942,0.00008489339,0.000112627946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000761792,0.00008887743,0.00032408655,0.00006501074,0.00030974296,0.0000064251776,0.00006179687,0.000056621808,0.000065641776],"category_scores_gemma":[0.00019334846,0.00006750898,0.000020367128,0.000022275693,0.000028431856,0.00013083887,0.00006904811,0.00016807107,0.00000143924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053717513,0.00003089712,0.68793094,0.00010051556,0.00015659792,0.000016399119,0.03787084,0.0000010520415,0.000669318,0.00002732684,0.2590292,0.008795141],"study_design_scores_gemma":[0.008037508,0.00017034702,0.9124663,0.0003333491,0.000022714463,0.00000228725,0.0069636954,0.00005767002,0.00006224126,0.0012451184,0.07049904,0.00013974727],"about_ca_topic_score_codex":0.74542767,"about_ca_topic_score_gemma":0.93974507,"teacher_disagreement_score":0.22453535,"about_ca_system_score_codex":0.0010162006,"about_ca_system_score_gemma":0.0010253835,"threshold_uncertainty_score":0.27529365},"labels":[],"label_agreement":null},{"id":"W2801766450","doi":"10.1111/tran.12235","title":"At home with the boss: Migrant live‐in caregivers, social reproduction and constrained agency in the <scp>UK</scp>, Canada, Austria and Switzerland","year":2018,"lang":"en","type":"article","venue":"Transactions of the Institute of British Geographers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Agency (philosophy); Context (archaeology); Reproduction; Social reproduction; Nexus (standard); Care work; Perspective (graphical); Immigration; Factoring; Sociology; Work (physics); Economic growth; Political science; Business; Economics; Geography; Social science; Law","score_opus":0.016377135443793062,"score_gpt":0.26471298558059264,"score_spread":0.24833585013679957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801766450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928894,0.000814506,0.000028518034,0.0040044426,0.0003944113,0.00076374714,0.0001406474,0.00001007263,0.00095424126],"genre_scores_gemma":[0.9988171,0.00044039657,0.000032274987,0.00008432314,0.000063731924,0.000049935505,0.0000036020253,0.000007856627,0.0005008105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987621,0.00018020101,0.0003138943,0.00023852212,0.00024214096,0.00026317616],"domain_scores_gemma":[0.9993171,0.00014972626,0.00017609846,0.00021588382,0.000111337606,0.000029842697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043950294,0.00012228706,0.00023790082,0.00006695922,0.0010972488,0.000008875057,0.00018470705,0.00007870058,0.000018685676],"category_scores_gemma":[0.00002802989,0.00008304765,0.000057060315,0.00045891068,0.0015434673,0.00010458701,0.000021596796,0.00029585502,2.363642e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002660422,0.00017584306,0.82024914,0.0005329347,0.0006667595,0.000043513424,0.124809764,0.00013629175,0.00035775994,0.00028202878,0.037917636,0.014562265],"study_design_scores_gemma":[0.0018594131,0.00011806696,0.94726855,0.00033179726,0.00014487145,0.000032954773,0.03884507,0.000003807269,0.000016344977,0.00014215075,0.0111604985,0.000076462165],"about_ca_topic_score_codex":0.6631494,"about_ca_topic_score_gemma":0.9650066,"teacher_disagreement_score":0.30185714,"about_ca_system_score_codex":0.000049651197,"about_ca_system_score_gemma":0.00020162205,"threshold_uncertainty_score":0.84392613},"labels":[],"label_agreement":null},{"id":"W2801768531","doi":"10.1097/jom.0000000000001294","title":"The Association Between Time Taken to Report, Lodge, and Start Wage Replacement and Return-to-Work Outcomes","year":2018,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Adjudication; Odds; Payment; Wage; Logistic regression; Medicine; Odds ratio; Compensation (psychology); Demography; Workers' compensation; Demographic economics; Labour economics; Business; Psychology; Finance; Economics; Internal medicine; Law; Political science; Social psychology","score_opus":0.0425715576811302,"score_gpt":0.37901899293674324,"score_spread":0.33644743525561305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801768531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637376,0.00025038738,0.000037163667,0.034977116,0.00025934682,0.0002601094,0.000018359648,0.0000040899768,0.0004558346],"genre_scores_gemma":[0.98789823,0.0002550064,0.00014649078,0.0020008353,0.0010183608,0.000009044184,0.000016634602,0.0000085845795,0.008646794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858993,0.00009810086,0.0005678858,0.00012607395,0.0004432718,0.00017470693],"domain_scores_gemma":[0.9986679,0.00062428805,0.00041130232,0.00008061291,0.0000411255,0.00017475968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014205513,0.00010491806,0.0002525455,0.0000570242,0.0006620702,0.0000070283404,0.000045722667,0.000049724677,0.00013328502],"category_scores_gemma":[0.00039349537,0.00005827523,0.00001820188,0.000051921543,0.000106230764,0.000070178445,0.00011648195,0.00016733499,0.000014736595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023751848,0.000010085939,0.9500111,0.000005360344,0.000102779384,0.000004238881,0.0016444449,1.00311105e-7,0.00010430304,0.000010809551,0.046211448,0.001657854],"study_design_scores_gemma":[0.0006841889,0.00062619493,0.9135322,0.00010612302,0.00006585823,0.0000069558887,0.00065291225,9.3574477e-7,0.0000074752734,0.00011434497,0.08414536,0.00005746718],"about_ca_topic_score_codex":0.000017494585,"about_ca_topic_score_gemma":0.000016410948,"teacher_disagreement_score":0.037933916,"about_ca_system_score_codex":0.00014352764,"about_ca_system_score_gemma":0.00001477095,"threshold_uncertainty_score":0.50921756},"labels":[],"label_agreement":null},{"id":"W2802370048","doi":"10.7202/1050840ar","title":"Working for a Living Wage Around the Ivory Tower","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Ivory tower; Dignity; Living wage; Higher education; Wage; Salary; Job security; Institution; Work (physics); Sociology; Political science; Management; Public relations; Economic growth; Labour economics; Economics; Social science; Engineering; Law","score_opus":0.08120705418240709,"score_gpt":0.4139857823156863,"score_spread":0.3327787281332792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802370048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8209736,0.010188148,0.00015921828,0.07383461,0.04378111,0.000834562,0.000004815771,0.000015841812,0.050208125],"genre_scores_gemma":[0.9255724,0.000010126731,0.000104658626,0.0038108786,0.006962373,0.000027678509,9.386689e-7,0.000012586805,0.06349834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992056,0.000094220166,0.00027290662,0.00006528455,0.000072137576,0.00028985724],"domain_scores_gemma":[0.99876136,0.0003342438,0.00023517992,0.00011131844,0.00038523547,0.00017266712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052914827,0.00006701478,0.00010060424,0.00011270894,0.0012456155,0.00002307494,0.00015241619,0.000053318618,0.0008864667],"category_scores_gemma":[0.00013369307,0.00004539955,0.000050924988,0.00010579756,0.00007213272,0.000097034834,0.0000089844425,0.00020336261,0.000026716476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073432916,0.00001021345,0.32679382,0.000012040325,0.000037909373,4.925346e-7,0.011825674,2.1288488e-7,0.000014542887,0.0027134959,0.65564996,0.0029342996],"study_design_scores_gemma":[0.00007646009,0.000046917037,0.1862414,0.00031201568,0.000026547654,0.0000015770893,0.003768709,4.7324895e-7,0.0000019377385,0.0015749951,0.80790067,0.000048287013],"about_ca_topic_score_codex":0.002806482,"about_ca_topic_score_gemma":0.037714887,"teacher_disagreement_score":0.15225074,"about_ca_system_score_codex":0.00025364623,"about_ca_system_score_gemma":0.0020542478,"threshold_uncertainty_score":0.97984433},"labels":[],"label_agreement":null},{"id":"W2802922640","doi":"10.1093/eurpub/cky047.019","title":"1.3-O4Migrants and healthcare: a European comparative analysis under the economic-financial perspective","year":2018,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Health care; Business; Regional science; Political science; Economics; Sociology; Economic growth; Computer science; Artificial intelligence","score_opus":0.18303778267517504,"score_gpt":0.44158184111612775,"score_spread":0.25854405844095274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802922640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5404234,0.0030083333,0.0072549973,0.38202062,0.0016059228,0.0006491103,0.000053971908,0.0000682611,0.064915396],"genre_scores_gemma":[0.98716193,0.00051266677,0.00015143216,0.009249632,0.0023767124,0.0000018899592,0.0000028676561,0.00002775914,0.0005151284],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98095953,0.016542511,0.0012052759,0.00028490514,0.00027975146,0.00072800316],"domain_scores_gemma":[0.996684,0.00036951798,0.0013414444,0.00028875502,0.00079333875,0.0005229012],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01827296,0.00022217627,0.0006652299,0.00037574026,0.002253799,0.00005607696,0.00039863572,0.000026711876,0.00014657756],"category_scores_gemma":[0.00021265313,0.00014256212,0.00017768829,0.0005132481,0.00040980885,0.00023960334,0.00023053122,0.0008548916,0.0002208827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021662164,0.000254667,0.1702674,0.00012775778,0.0034495203,0.00008233471,0.4376396,0.000019342702,0.000011092511,0.15144092,0.20112836,0.035362367],"study_design_scores_gemma":[0.0011050311,0.0009640827,0.8057801,0.00007210275,0.00009028,0.0000136927265,0.047382005,0.000022719476,3.817933e-7,0.00039369153,0.14402345,0.00015246253],"about_ca_topic_score_codex":0.00079986476,"about_ca_topic_score_gemma":0.0033745514,"teacher_disagreement_score":0.6355127,"about_ca_system_score_codex":0.00065159576,"about_ca_system_score_gemma":0.0012647605,"threshold_uncertainty_score":0.99904513},"labels":[],"label_agreement":null},{"id":"W2803259265","doi":"10.4337/9781783478842.00038","title":"Migrant and domestic and care workers: unfree labour, crises of social reproduction and the unsustainability of life under ‘vagabond capitalism’","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commodification; Capitalism; Care work; Domestic work; Reproduction; Immigration; Social reproduction; Power (physics); Inequality; Sociology; Political science; State (computer science); Gender studies; Political economy; Work (physics); Economics; Economy; Social science; Politics; Law","score_opus":0.036703095206858875,"score_gpt":0.32437146263071537,"score_spread":0.2876683674238565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803259265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72210765,0.026995515,0.000026299926,0.023044338,0.00215981,0.004088134,0.00040631116,0.00021422034,0.22095771],"genre_scores_gemma":[0.8603936,0.0003650747,0.0000836474,0.00037968514,0.0016248405,0.000083823186,0.000043773278,0.00010145386,0.1369241],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733573,0.00033731683,0.00084870827,0.0006561327,0.00043731357,0.00038481972],"domain_scores_gemma":[0.99653554,0.00077790034,0.00085405464,0.00052206684,0.0011913456,0.00011907129],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017904877,0.00038565855,0.00092894153,0.00018432092,0.0010399355,0.00011647587,0.00021485217,0.00055437384,0.00006204405],"category_scores_gemma":[0.0013801449,0.0002748943,0.0001122787,0.000039921335,0.0021728866,0.00027013512,0.00064904726,0.0008688174,8.598885e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017764958,0.000042341562,0.030002633,0.012965346,0.0014545969,0.000008041742,0.41999394,5.610929e-7,0.000010802667,0.40509954,0.11863333,0.010012358],"study_design_scores_gemma":[0.006637361,0.0003974536,0.068682455,0.0021620926,0.0012159185,0.000008095228,0.17823136,0.0000019187892,0.000010343749,0.35978943,0.38178492,0.001078637],"about_ca_topic_score_codex":0.002246559,"about_ca_topic_score_gemma":0.001226326,"teacher_disagreement_score":0.2631516,"about_ca_system_score_codex":0.00010550603,"about_ca_system_score_gemma":0.00040397927,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2803283675","doi":"10.1093/oxfordhb/9780199764921.013.013","title":"Job Loss: Outplacement Programs","year":2014,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Computer science","score_opus":0.057951516276710836,"score_gpt":0.3133462562323468,"score_spread":0.25539473995563594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803283675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018300956,0.00008555911,0.00014831257,0.00020067346,0.00084115914,0.0018819511,0.00007661892,0.0004104722,0.99617225],"genre_scores_gemma":[0.00017228599,0.00022201735,0.00007095481,0.00027898516,0.0006085361,0.000021374444,0.00017306165,0.00007468537,0.9983781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754834,0.00029668113,0.00038064935,0.0005716105,0.00043469577,0.00076799793],"domain_scores_gemma":[0.9982718,0.00017704202,0.00045740965,0.00063748437,0.0002473788,0.0002088764],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030275967,0.0004898733,0.0006818275,0.0001534686,0.0012937404,0.0000155623,0.0006012558,0.0007005047,0.00011838385],"category_scores_gemma":[0.0000117745,0.00048866094,0.00025079696,0.000014538385,0.00024435538,0.000061172635,0.0010373301,0.0011134093,0.00003142179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002600624,0.000038324655,0.0033078804,0.0011093435,0.0005710772,0.00008078213,0.0023547856,5.8038864e-7,6.006848e-7,0.40321362,0.5805773,0.00848563],"study_design_scores_gemma":[0.0012405815,0.00016750672,0.00012239754,0.0007700353,0.00030007915,5.323847e-7,0.00033313868,0.0000029731486,9.028931e-7,0.0005143772,0.9960653,0.0004821626],"about_ca_topic_score_codex":0.0001485872,"about_ca_topic_score_gemma":0.0003310608,"teacher_disagreement_score":0.415488,"about_ca_system_score_codex":0.0006778626,"about_ca_system_score_gemma":0.00038912805,"threshold_uncertainty_score":0.9997565},"labels":[],"label_agreement":null},{"id":"W2804207418","doi":"10.1108/ijmhsc-05-2017-0018","title":"Migrant workers’ (non)belonging in rural British Columbia, Canada: storied experiences of Marginal Living","year":2018,"lang":"en","type":"article","venue":"International Journal of Migration Health and Social Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Agency (philosophy); Sociology; Originality; Narrative; Citizenship; Gender studies; Psychological resilience; Participatory action research; Population; Social exclusion; Qualitative research; Economic growth; Political science; Social psychology; Psychology; Social science","score_opus":0.020553464235645583,"score_gpt":0.3570751434267345,"score_spread":0.33652167919108894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804207418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931076,0.0012215133,0.00002750779,0.0035962127,0.0017635443,0.0001426739,0.00001832329,0.0000037972147,0.000118820426],"genre_scores_gemma":[0.99796665,0.00014384241,0.000051814826,0.00062295905,0.0010065719,0.000012792742,0.000009172134,0.0000060798557,0.00018009111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998374,0.00017277146,0.0006853746,0.00008062828,0.00046259136,0.0002246437],"domain_scores_gemma":[0.9981504,0.00014680522,0.00058037735,0.000026495667,0.0010099928,0.00008591844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041008432,0.000063309955,0.00025189234,0.000072299794,0.00056190195,0.000028463295,0.00012418907,0.00005634161,0.00009250169],"category_scores_gemma":[0.00013215559,0.00007867312,0.000044287906,0.000090873946,0.000079252495,0.00014289774,0.00003921774,0.00021916426,2.623967e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045743145,0.000011107926,0.68869674,0.000050919964,0.000021157517,0.0000067225405,0.29744798,2.6003207e-7,0.0000044353924,0.00001080739,0.008603639,0.0051004877],"study_design_scores_gemma":[0.00042126494,0.00010352081,0.50966144,0.0006641592,0.000003385694,0.000004111574,0.48522925,0.000006238015,0.0000011333647,0.000018539544,0.0038324168,0.000054568016],"about_ca_topic_score_codex":0.7990269,"about_ca_topic_score_gemma":0.98794043,"teacher_disagreement_score":0.18891355,"about_ca_system_score_codex":0.00048849295,"about_ca_system_score_gemma":0.0018971184,"threshold_uncertainty_score":0.43217525},"labels":[],"label_agreement":null},{"id":"W2804838973","doi":"","title":"Social Welfare Policy Paradigm for the Lifetime Income and Employment Stability: Case of Canada","year":2015,"lang":"en","type":"article","venue":"Korea Review of Applied Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social policy; Welfare; Labour economics; Economics; Basic income; Social Welfare; Public economics; Poverty; Sociology; Political science; Economic growth; Market economy; Law","score_opus":0.06147218859562823,"score_gpt":0.36474380464646966,"score_spread":0.3032716160508414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804838973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80307144,0.030161608,0.000016604017,0.13797456,0.0004095318,0.00797949,0.0011031436,0.00003861001,0.019245008],"genre_scores_gemma":[0.9830801,0.014051803,0.00009903216,0.0017691551,0.00027801108,0.0006149903,0.000024547739,0.000028504772,0.0000538508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986311,0.00005405169,0.0007804238,0.00018395724,0.00006494139,0.00028553046],"domain_scores_gemma":[0.9986772,0.00037461307,0.00047832937,0.00027184634,0.000093716524,0.00010430453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009777038,0.00015516584,0.00063660485,0.000026662756,0.000449346,0.0000026389066,0.00013927763,0.000059737442,0.00002967145],"category_scores_gemma":[0.000093219576,0.00011123908,0.000068788075,0.000070229435,0.000121995974,0.000027784708,0.00017425603,0.00011317517,0.0000010669816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027467238,0.00007325591,0.015043704,0.01952807,0.0005189091,0.0000025257061,0.0064628767,0.000009676176,0.0000014809212,0.8716511,0.053937145,0.03249659],"study_design_scores_gemma":[0.002840566,0.00016466006,0.012636828,0.00091784616,0.00042924433,0.00001092238,0.0076142554,0.00004634559,0.000057149064,0.019555533,0.95521474,0.0005119089],"about_ca_topic_score_codex":0.08492354,"about_ca_topic_score_gemma":0.20508645,"teacher_disagreement_score":0.9012776,"about_ca_system_score_codex":0.0003019648,"about_ca_system_score_gemma":0.0008842402,"threshold_uncertainty_score":0.92117006},"labels":[],"label_agreement":null},{"id":"W2805275122","doi":"10.1016/s0140-6736(18)30992-9","title":"Unpaid labour, #MeToo, and young women in global health","year":2018,"lang":"en","type":"article","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Workforce; Commission; Poverty; Scopus; Empowerment; Political science; Work (physics); Global health; Inequality; Medicine; Gender studies; Economic growth; Sociology; MEDLINE; Health care; Law","score_opus":0.058806882666713724,"score_gpt":0.43014826180505983,"score_spread":0.3713413791383461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805275122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92110085,0.0008228263,0.0000061803103,0.048140053,0.0004831888,0.00027032616,0.000040173443,0.000062153566,0.029074233],"genre_scores_gemma":[0.9857385,0.0004403015,0.0000423844,0.00886701,0.0013967524,0.00005556236,0.000002014015,0.000006503766,0.0034509352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866563,0.00030484222,0.00018217073,0.000121932346,0.00009162694,0.00063380454],"domain_scores_gemma":[0.9995463,0.00007526899,0.000069643254,0.00021630709,0.000032149983,0.000060353836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012812277,0.00007619348,0.00027919724,0.000015449988,0.00054445484,0.000006569044,0.00013734738,0.00003622198,0.00015313741],"category_scores_gemma":[0.000076031916,0.000047163387,0.000009076861,0.00016395743,0.00010266005,0.000040033436,0.00015253287,0.0001773576,0.00011816195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050749168,0.000008402337,0.91352844,0.00005021138,0.000010556771,6.104095e-7,0.013058591,2.9706227e-8,0.0000021261076,0.011557635,0.059960708,0.001771965],"study_design_scores_gemma":[0.0007386661,0.00007486559,0.84666103,0.000054664466,0.0000012611226,4.5832613e-7,0.0027296462,0.0000023667885,3.8010634e-7,0.01199485,0.1376953,0.000046484885],"about_ca_topic_score_codex":0.0015903137,"about_ca_topic_score_gemma":0.0055815997,"teacher_disagreement_score":0.0777346,"about_ca_system_score_codex":0.00019710424,"about_ca_system_score_gemma":0.00007963273,"threshold_uncertainty_score":0.41875616},"labels":[],"label_agreement":null},{"id":"W2805545054","doi":"10.7748/ns.22.28.33.s41","title":"Nurses’ pay still unequal to other male workers’ pay","year":2008,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Industrial action; Labour economics; Business; Action (physics); Economics; Demographic economics; Market economy","score_opus":0.06556323998404882,"score_gpt":0.4220040593519723,"score_spread":0.3564408193679235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805545054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7420066,0.00043894563,0.006280236,0.049403585,0.009922072,0.0019040694,0.00034127184,0.0006792283,0.18902397],"genre_scores_gemma":[0.88500553,0.000034277477,0.0012160623,0.0022537906,0.0010513429,0.00009724474,0.0000110976525,0.0000853605,0.11024527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774235,0.00023093971,0.000402803,0.00036216443,0.00047262924,0.0007891355],"domain_scores_gemma":[0.9989482,0.00019552857,0.00010909304,0.00034313553,0.00019720831,0.00020684263],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003292791,0.00023464161,0.00037875617,0.000109806126,0.0013176975,0.000009758295,0.00016418999,0.00015422115,0.0014336777],"category_scores_gemma":[0.00012008137,0.00014818228,0.00008650785,0.00028608358,0.00017431496,0.00008842458,0.000043818167,0.00048336605,0.0006146384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004146817,0.000070413895,0.34783703,0.000025478997,0.00004057558,0.00002242418,0.04145371,0.00000864993,0.000038582573,0.0009388774,0.58829385,0.020855714],"study_design_scores_gemma":[0.0011427562,0.0002986771,0.08319018,0.0010009647,0.000034693912,0.0000037742302,0.0070956163,0.0000025806114,0.000079403224,0.0007015501,0.90612525,0.00032456653],"about_ca_topic_score_codex":0.00019125966,"about_ca_topic_score_gemma":0.000106907835,"teacher_disagreement_score":0.31783137,"about_ca_system_score_codex":0.0004294005,"about_ca_system_score_gemma":0.00023869885,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W2806337578","doi":"10.1016/j.socscimed.2018.05.045","title":"Migration among temporary foreign workers: Examining health and access to health care among Filipina live-in caregivers","year":2018,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Government (linguistics); Health care; Gerontology; Affect (linguistics); Work (physics); Population; Nursing; Family caregivers; Psychology; Medicine; Environmental health; Economic growth; Psychiatry","score_opus":0.09545887386821893,"score_gpt":0.4493469685448879,"score_spread":0.353888094676669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806337578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96637267,0.0007157242,0.000040681338,0.021093778,0.0006447905,0.0012192035,0.000005278083,0.00007163144,0.009836228],"genre_scores_gemma":[0.99421155,0.00010898327,0.000019991765,0.004179567,0.001157907,0.00008470797,0.0000151299255,0.000013204465,0.00020896508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972908,0.0002951942,0.00049439433,0.00050245895,0.0005769064,0.00084028015],"domain_scores_gemma":[0.9986982,0.00013930451,0.00031378207,0.00015246066,0.00024903813,0.00044721886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001863647,0.00017328258,0.00042380657,0.00030562776,0.0034908007,0.000023086153,0.0003159283,0.00008243794,0.000064420405],"category_scores_gemma":[0.00037234285,0.00013969884,0.00001843717,0.001249009,0.0016865362,0.0005796029,0.00023063035,0.00029268285,0.000006017506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001680138,0.0000045367133,0.6715711,0.00006884193,0.0000022825147,9.794229e-7,0.30321306,8.2135486e-8,0.0000025636584,0.00006817229,0.019741368,0.0053102244],"study_design_scores_gemma":[0.0003891992,0.0004303688,0.61276853,0.0007389155,0.000002560001,6.97707e-8,0.3846094,0.000004830757,0.0000010334132,0.000059238508,0.0009108894,0.00008497341],"about_ca_topic_score_codex":0.06864853,"about_ca_topic_score_gemma":0.06035428,"teacher_disagreement_score":0.08139634,"about_ca_system_score_codex":0.0007014145,"about_ca_system_score_gemma":0.0009996728,"threshold_uncertainty_score":0.9978065},"labels":[],"label_agreement":null},{"id":"W2806491966","doi":"10.1177/0958928718768337","title":"The migrant in the market: Care penalties and immigration in eight liberal welfare regimes","year":2018,"lang":"en","type":"article","venue":"Journal of European Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Welfare; Immigration; Wage; Care work; Demographic economics; Labour economics; Work (physics); Economics; Health care; Welfare state; Political science; Economic growth; Market economy","score_opus":0.02923861771700855,"score_gpt":0.3742886515606977,"score_spread":0.34505003384368915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806491966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7868626,0.0014812066,7.244169e-7,0.14477073,0.00026645383,0.00022900476,0.0000062022723,0.000005947343,0.06637714],"genre_scores_gemma":[0.9896836,0.0006818423,0.000006908528,0.0014898885,0.006297731,0.0000038679427,9.4961547e-7,0.000015960006,0.0018192095],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9971965,0.0017301874,0.00051040977,0.00007554131,0.00020692639,0.00028044233],"domain_scores_gemma":[0.9991578,0.00019544292,0.00034750928,0.00008509769,0.00018379763,0.00003034931],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001467062,0.000104615,0.0001769992,0.00012655392,0.0015501081,0.000032772008,0.00022518377,0.00003974847,0.000018100574],"category_scores_gemma":[0.00021536484,0.00005362248,0.0000662897,0.00021962624,0.00020549736,0.00011734406,0.00008765375,0.00046758467,0.000008702669],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041812685,0.000044339202,0.11430017,0.000078259516,0.00005485166,0.000049288526,0.6129068,1.1112225e-7,0.000034823915,0.011586868,0.23993807,0.020588305],"study_design_scores_gemma":[0.00051166496,0.000094471594,0.64826936,0.00007958562,0.000009092249,0.000002911719,0.063678674,5.1062824e-7,0.0000010559756,0.0004175292,0.28688496,0.000050199535],"about_ca_topic_score_codex":0.00072747027,"about_ca_topic_score_gemma":0.003900529,"teacher_disagreement_score":0.54922813,"about_ca_system_score_codex":0.000106783235,"about_ca_system_score_gemma":0.00008799858,"threshold_uncertainty_score":0.9997497},"labels":[],"label_agreement":null},{"id":"W2807627651","doi":"10.3399/bjgp18x697121","title":"Making sense of sadness: eliciting illness meaning and experience of depression in rural Irish males","year":2018,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Irish; Thematic analysis; Psychological intervention; Social isolation; Psychiatry; Mental illness; Qualitative research; Population; Sadness; Depression (economics); Psychology; Anger; Environmental health","score_opus":0.07039564454577271,"score_gpt":0.4388984816529233,"score_spread":0.3685028371071506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807627651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183524,0.002807877,0.00016226615,0.00037366824,0.00042453723,0.00013149586,0.0000044606913,0.0000064191013,0.00425406],"genre_scores_gemma":[0.99469537,0.0013809813,0.0030291153,0.00027319705,0.0005239271,0.000004273069,5.745433e-7,0.000015577296,0.000077009485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767405,0.00064914563,0.00095844624,0.0001218489,0.00032725066,0.0002692903],"domain_scores_gemma":[0.9969095,0.00070977205,0.0014680403,0.00008458769,0.00077391334,0.000054204418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014433818,0.000102278675,0.00037226276,0.00010882269,0.0004352853,0.000017083777,0.000106928106,0.00008579775,0.000046137182],"category_scores_gemma":[0.002525219,0.000103150865,0.000046261477,0.00017138029,0.000167061,0.0007780675,0.00018075889,0.00042808233,7.9074186e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001140177,0.0002167446,0.77198374,0.0005033075,0.00013475139,0.00062453875,0.06798384,0.000031107556,0.038169615,0.0002789132,0.0038140235,0.11511924],"study_design_scores_gemma":[0.0047578313,0.0005836959,0.6704563,0.019680059,0.00021266921,0.0040917536,0.2841121,0.00033800106,0.007669232,0.00065504335,0.00682801,0.00061532663],"about_ca_topic_score_codex":0.0014941939,"about_ca_topic_score_gemma":0.00027401352,"teacher_disagreement_score":0.21612823,"about_ca_system_score_codex":0.00003732338,"about_ca_system_score_gemma":0.000071069015,"threshold_uncertainty_score":0.420637},"labels":[],"label_agreement":null},{"id":"W2808340986","doi":"10.5271/sjweh.3749","title":"Precarious employment and occupational injuries in the digital age ‒ where should we go from here?","year":2018,"lang":"en","type":"editorial","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Casual; Precarious work; Agency (philosophy); Social security; Occupational safety and health; Work (physics); Work schedule; Job security; Population; Temporary work; Demographic economics; Political science; Sociology; Medicine; Economics; Environmental health; Engineering; Social science","score_opus":0.04240218360486418,"score_gpt":0.36867995534484477,"score_spread":0.32627777173998057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808340986","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11952117,0.08945107,0.00011321167,0.06046133,0.7210832,0.004584805,0.0029311767,0.00007223662,0.0017817498],"genre_scores_gemma":[0.13349737,0.06534471,0.00046072615,0.0014602477,0.7914788,0.00023698098,0.000896292,0.00023665925,0.006388226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939719,0.0010217745,0.0018833929,0.00050605816,0.0017493138,0.00086756656],"domain_scores_gemma":[0.9954279,0.001772482,0.0019581912,0.0004586162,0.00006493837,0.0003178904],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018584727,0.0005790066,0.0011753765,0.00022240126,0.0010618175,0.00011772979,0.0006059584,0.00063456927,0.00037745864],"category_scores_gemma":[0.0001792431,0.00039200898,0.00019879558,0.00017885276,0.00039891666,0.00022891196,0.00032703968,0.002859854,0.00008610598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043886507,0.00013709322,0.29008883,0.00014435862,0.0001278563,0.000031409338,0.009935065,0.000001405058,1.6658342e-7,0.000010899874,0.69536895,0.0037150956],"study_design_scores_gemma":[0.0014279521,0.000915629,0.16486223,0.0041217124,0.00006734075,0.0000014463773,0.0020905267,1.2608346e-7,1.1849483e-7,0.00082741276,0.8253981,0.0002874442],"about_ca_topic_score_codex":0.00048301762,"about_ca_topic_score_gemma":0.0008118914,"teacher_disagreement_score":0.13002911,"about_ca_system_score_codex":0.0012206489,"about_ca_system_score_gemma":0.0006471764,"threshold_uncertainty_score":0.9998532},"labels":[],"label_agreement":null},{"id":"W2808471990","doi":"","title":"Austerity and Precarious Work: An Examination of Nova Scotia’s Service Sector Post-2008","year":2018,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Austerity; Nova (rocket); Work (physics); Precarious work; Service (business); Political science; Economics; Sociology; Engineering; Economy; Aeronautics; Ethnology; Politics","score_opus":0.08660894759382327,"score_gpt":0.39080196719997035,"score_spread":0.3041930196061471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808471990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97628874,0.00005989147,0.000040495954,0.0020477693,0.00044567804,0.0004309925,0.000011646691,0.00007333592,0.020601481],"genre_scores_gemma":[0.99515563,0.000008142665,0.00029763498,0.0011793402,0.00025160378,0.00000795873,0.000017531773,0.000012520601,0.0030696515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990024,0.00019796765,0.0002561283,0.0001842314,0.00012873251,0.00023051909],"domain_scores_gemma":[0.99898213,0.00010105646,0.00010604348,0.00018814625,0.0005598701,0.00006276031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003487716,0.00010134103,0.00016951839,0.00005958791,0.00026925825,0.0000049417495,0.000078021345,0.000107290594,0.0011198674],"category_scores_gemma":[0.00004401116,0.00008085725,0.000013278657,0.00018014578,0.00007267913,0.000163218,0.00015170641,0.000119224744,0.00010253918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015857676,0.00015564954,0.91173613,0.00045463594,0.00006299916,9.37217e-7,0.06610807,1.1816762e-7,0.002162384,0.0007659387,0.006320624,0.01207395],"study_design_scores_gemma":[0.00043563053,0.00025291095,0.99494374,0.00008979397,0.00001780193,3.3413465e-7,0.002142585,0.000013139853,0.00019573596,0.00005352721,0.0017588019,0.00009602961],"about_ca_topic_score_codex":0.006927416,"about_ca_topic_score_gemma":0.067658275,"teacher_disagreement_score":0.08320759,"about_ca_system_score_codex":0.000028155942,"about_ca_system_score_gemma":0.000043525455,"threshold_uncertainty_score":0.99979323},"labels":[],"label_agreement":null},{"id":"W2808662608","doi":"10.17269/s41997-018-0097-7","title":"The effect of body weight on employment among Canadian women: evidence from Canadian data","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Saskatchewan Health Quality Council; University of Saskatchewan","funders":"Strong","keywords":"Multivariate probit model; Instrumental variable; Obesity; Context (archaeology); Bivariate analysis; Probit; Probit model; Ordered probit; Demographic economics; Economics; Population; Medicine; Environmental health; Geography; Econometrics","score_opus":0.11159842839201689,"score_gpt":0.4037664886389528,"score_spread":0.2921680602469359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808662608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8578825,0.0023697722,0.000010943572,0.13064648,0.004063663,0.00086255226,0.00077532517,0.000010750465,0.003377999],"genre_scores_gemma":[0.9912748,0.00037360858,0.000020636755,0.0053948853,0.001649558,0.000030748135,0.000043606386,0.00004330796,0.0011688985],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99315107,0.0020539635,0.0012555952,0.00035434667,0.00050756685,0.0026774635],"domain_scores_gemma":[0.9866842,0.0016920953,0.00082826766,0.0011544846,0.0006337898,0.009007181],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0102459295,0.00029149707,0.00066792214,0.0008902714,0.0040237023,0.000083864164,0.001739012,0.00019154024,0.0010102525],"category_scores_gemma":[0.0037700548,0.00019785351,0.00008119749,0.0005557965,0.00050497154,0.000473391,0.00007799823,0.0010115725,0.00011502843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000018172464,0.000003754698,0.7051419,0.000035520392,0.0001565167,0.000038661878,0.0065695927,1.9011678e-7,8.603649e-7,0.00036951172,0.27995917,0.0077061467],"study_design_scores_gemma":[0.0004672956,0.0012652341,0.4099596,0.0006485104,0.00001643568,0.0000026791736,0.0021996642,0.000015359452,0.0000025934999,0.0000885529,0.5851868,0.00014728958],"about_ca_topic_score_codex":0.9963554,"about_ca_topic_score_gemma":0.999875,"teacher_disagreement_score":0.30522758,"about_ca_system_score_codex":0.0067720097,"about_ca_system_score_gemma":0.056816902,"threshold_uncertainty_score":0.99990296},"labels":[],"label_agreement":null},{"id":"W2809588663","doi":"10.1002/cjas.1502","title":"Economic Evaluations of Workplace Mental Health Interventions: A Critical Review","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Psychological intervention; Stigma (botany); Mental health; Mental illness; Psychology; Intervention (counseling); Nursing; Medicine; Psychiatry","score_opus":0.39410144109472334,"score_gpt":0.5491899201659014,"score_spread":0.15508847907117806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809588663","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058288494,0.9842614,0.00013262495,0.0056943265,0.0020775378,0.0014535711,0.0007431633,0.000009611399,0.005044915],"genre_scores_gemma":[0.005359528,0.99025965,0.0024925382,0.00038399588,0.00058015366,0.00009921616,0.000053963977,0.000026586147,0.00074439356],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99236476,0.0020405143,0.0033028726,0.0006245685,0.00033168806,0.001335599],"domain_scores_gemma":[0.992576,0.0012326135,0.0035605675,0.0003016716,0.0008061138,0.0015230146],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.011237568,0.00047543307,0.0020071429,0.0009858538,0.004588452,0.00012041596,0.0013527761,0.0002370095,0.0010426261],"category_scores_gemma":[0.0036180397,0.0004016054,0.0007757194,0.001423657,0.007948548,0.0007126832,0.000056907153,0.0007032462,0.000038298145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078759826,0.00041006334,0.0058645513,0.30162853,0.0011311218,0.00028154816,0.064077064,0.000017174167,0.0000016251046,0.16323723,0.19724241,0.2660299],"study_design_scores_gemma":[0.0002518215,0.008244831,0.00024221878,0.3172759,0.0007001655,0.0007906957,0.010795793,0.000024150317,0.000001173683,0.0047685085,0.65625876,0.00064596086],"about_ca_topic_score_codex":0.0051600076,"about_ca_topic_score_gemma":0.55219835,"teacher_disagreement_score":0.5470383,"about_ca_system_score_codex":0.0036160673,"about_ca_system_score_gemma":0.067109555,"threshold_uncertainty_score":0.99987054},"labels":[],"label_agreement":null},{"id":"W2810135760","doi":"10.1002/jts.22282","title":"The Effect of Employment Status in Postdisaster Recovery: A Longitudinal Comparative Study Among Employed and Unemployed Affected Residents","year":2018,"lang":"en","type":"article","venue":"Journal of Traumatic Stress","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Mental health; Anxiety; Depression (economics); Population; Psychiatry; Unemployment; Psychology; Anxiety disorder; Occupational safety and health; Medicine; Demography; Gerontology; Environmental health","score_opus":0.05784838939037542,"score_gpt":0.41771042057704855,"score_spread":0.35986203118667315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810135760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967524,0.00042933377,0.000010236169,0.00019608687,0.0006213602,0.0016696389,0.000016671323,0.000012504154,0.00029176316],"genre_scores_gemma":[0.9994722,0.00007992184,0.000025479352,0.000012222694,0.00014598008,0.00005691331,0.0000015832327,0.000021677863,0.00018404196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99510485,0.0020986516,0.0014569935,0.00020161907,0.00061178,0.00052610756],"domain_scores_gemma":[0.9953275,0.0026895457,0.001215509,0.0002674709,0.00036347282,0.00013650392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017894387,0.00027418515,0.0009654423,0.00024945135,0.0005618916,0.00003142583,0.00026140327,0.00008328522,0.000048834387],"category_scores_gemma":[0.00043581228,0.00015579868,0.00011014612,0.0003059179,0.00032080882,0.0002161247,0.0001659358,0.0004979454,0.000006431857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016267914,0.00023806057,0.9596226,0.00015788422,0.0005177655,0.000019104044,0.035719417,0.0000050106423,0.000033260196,0.000006376411,0.0013825917,0.0006711019],"study_design_scores_gemma":[0.0054319166,0.008003468,0.96136093,0.0016066572,0.00020428092,0.0000026210344,0.023010615,0.000012672398,0.00013934929,0.00008416803,0.0000144504165,0.00012887728],"about_ca_topic_score_codex":0.0014107595,"about_ca_topic_score_gemma":0.014035319,"teacher_disagreement_score":0.012708801,"about_ca_system_score_codex":0.00015133964,"about_ca_system_score_gemma":0.00007407979,"threshold_uncertainty_score":0.7832037},"labels":[],"label_agreement":null},{"id":"W2810302332","doi":"10.7202/1048573ar","title":"“We are like a family!”: Flexibility and Intention to Stay in Boutique Hotels in Turkey","year":2018,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Overtime; Flexibility (engineering); Hospitality; Affect (linguistics); Hospitality industry; Business; Marketing; Conceptual model; Qualitative research; Psychology; Sociology; Management; Labour economics; Economics; Tourism; Geography","score_opus":0.10574405102533044,"score_gpt":0.4042455166671315,"score_spread":0.298501465641801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810302332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817404,0.00033426558,0.00019154027,0.009020695,0.00028754206,0.00089208514,0.000019642344,0.00005752887,0.007456298],"genre_scores_gemma":[0.99392277,0.00017775144,0.00013797967,0.00035004984,0.00009549784,0.00013143236,0.00001045261,0.000013254867,0.0051608356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840045,0.0003346991,0.0005041105,0.00030308467,0.00012337803,0.00033427562],"domain_scores_gemma":[0.99906194,0.00039984126,0.000110906054,0.00021974422,0.00012619511,0.000081349484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006151093,0.00013616787,0.00022172554,0.00031008697,0.00042492384,0.000009413414,0.00007912805,0.00035271054,0.00011324546],"category_scores_gemma":[0.0006292184,0.00012494533,0.000024074032,0.00066529546,0.00010538446,0.000138955,0.00016645444,0.00071663,0.00012793609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048696875,0.000061018945,0.9705933,0.0000095958985,0.000010771523,0.0000021319781,0.016033128,0.000016746231,0.000042703552,0.001179506,0.008179944,0.003822469],"study_design_scores_gemma":[0.0007192442,0.00008897817,0.9139756,0.00065014925,0.000009152833,2.4624367e-7,0.02640693,0.0001459056,0.000020630045,0.0025632202,0.055251736,0.00016820403],"about_ca_topic_score_codex":0.0019661025,"about_ca_topic_score_gemma":0.0065594516,"teacher_disagreement_score":0.056617685,"about_ca_system_score_codex":0.00020839878,"about_ca_system_score_gemma":0.000121521356,"threshold_uncertainty_score":0.50951225},"labels":[],"label_agreement":null},{"id":"W2810539090","doi":"10.3390/su10072245","title":"Job Loss in a Group of Older Canadian Workers: Challenges in the Sustainable Labour Market Reintegration Process","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Construct (python library); Unemployment; Psychological intervention; Work (physics); Business; Labour economics; Demographic economics; Psychology; Economic growth; Economics; Engineering","score_opus":0.03153825913178056,"score_gpt":0.37541736890563476,"score_spread":0.3438791097738542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810539090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93269044,0.00051886775,0.000006487354,0.04576539,0.000098264485,0.0023235483,0.0000060811553,0.000023804452,0.01856709],"genre_scores_gemma":[0.9957999,0.000080818085,0.000007543924,0.00027034726,0.00012538089,0.00057624164,0.000004017131,0.000014128341,0.0031216063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677503,0.0011739896,0.0005282279,0.00035009035,0.00023247192,0.0009402118],"domain_scores_gemma":[0.9974346,0.00041305216,0.00012916276,0.00045387406,0.0014898081,0.00007949708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045065572,0.00017230662,0.00029515687,0.00027088684,0.00048827587,0.000009263657,0.00031275605,0.00024989469,0.0002459551],"category_scores_gemma":[0.0022790472,0.00012157994,0.000042834712,0.00077836117,0.00028571498,0.00023175115,0.00008475174,0.000641028,0.0000038796816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001290649,0.00008979617,0.89246494,0.0016959677,0.00000769102,0.000024310071,0.069209464,7.0278475e-7,1.3053064e-7,0.033674374,0.0017368296,0.00096674915],"study_design_scores_gemma":[0.0003779499,0.000079913385,0.6614367,0.00010746058,0.000003936886,2.2890995e-7,0.28980207,0.0000055843047,9.2022134e-7,0.04185862,0.0062434855,0.0000831714],"about_ca_topic_score_codex":0.31333837,"about_ca_topic_score_gemma":0.8359888,"teacher_disagreement_score":0.5226505,"about_ca_system_score_codex":0.0016175482,"about_ca_system_score_gemma":0.0015814337,"threshold_uncertainty_score":0.6912342},"labels":[],"label_agreement":null},{"id":"W2810658373","doi":"10.1177/0020764018785401","title":"Impact of oil recession on community mental health service utilization in an oil sands mining region in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"Canadian Association of Petroleum Producers","keywords":"Recession; Mental health; Mental health service; Oil sands; Service (business); Great recession; Business; Geography; Psychiatry; Psychology; Economics; Archaeology; Marketing; Labour economics","score_opus":0.11350308773872614,"score_gpt":0.485180440262195,"score_spread":0.37167735252346884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810658373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97431713,0.00007484919,0.0000027288625,0.020526685,0.0029825736,0.000035034445,0.00002597677,0.000004023446,0.0020309885],"genre_scores_gemma":[0.99698466,0.00016056083,0.00005195051,0.001862856,0.00084277475,0.000001997822,0.00003086963,0.000011417397,0.000052887204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774265,0.0007207584,0.0008158934,0.00007791225,0.00044652572,0.00019628397],"domain_scores_gemma":[0.99833244,0.000095674135,0.00092765037,0.00007158132,0.00050852064,0.00006411835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073978055,0.000105011866,0.00025799967,0.00023488821,0.00038433974,0.0000055026517,0.00029061516,0.00007366363,0.00007099737],"category_scores_gemma":[0.00004806674,0.000089942485,0.000056235895,0.00023432582,0.000031335017,0.00019873552,0.00005920936,0.0005554068,0.0000010633731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087875413,0.0002680756,0.9518373,0.000048274844,0.00004863545,0.0000012830594,0.022842098,0.000009430488,0.000021539568,0.00014639406,0.011563246,0.012334987],"study_design_scores_gemma":[0.001982727,0.00040924715,0.97091794,0.001358872,0.0000035450569,0.0000022924014,0.024482895,0.000043864067,0.00000260641,0.00025943114,0.00045999922,0.00007660994],"about_ca_topic_score_codex":0.46876004,"about_ca_topic_score_gemma":0.9378391,"teacher_disagreement_score":0.46907905,"about_ca_system_score_codex":0.0016761307,"about_ca_system_score_gemma":0.0024543947,"threshold_uncertainty_score":0.5347775},"labels":[],"label_agreement":null},{"id":"W282663156","doi":"","title":"Experiences of Mental Distress by Individuals during an Economic Downturn: The Story of an Urban City","year":2010,"lang":"en","type":"article","venue":"˜The œWestern journal of black studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Underinsured; Mental distress; Distress; Psychology; Stressor; Health care; Ethnic group; Mental illness; Psychiatry; Medicine; Clinical psychology; Economic growth; Political science; Health insurance","score_opus":0.04575135612866334,"score_gpt":0.38529785452840076,"score_spread":0.33954649839973744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W282663156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99537504,0.0015843419,0.0000010851765,0.0013376883,0.0012142713,0.00027580408,0.00006834663,0.000008546357,0.00013490215],"genre_scores_gemma":[0.99853736,0.00039450682,0.00000884269,0.00008798702,0.0005015868,0.000022370588,0.0000021150065,0.000014228883,0.0004310084],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9978246,0.0005789915,0.000844648,0.00014986831,0.00031532568,0.00028657741],"domain_scores_gemma":[0.99768203,0.00046529184,0.0012877998,0.00030315437,0.00018258402,0.00007913393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014471598,0.00019155334,0.00054205285,0.000059966806,0.001132265,0.000012325738,0.00059494213,0.00006533451,0.000048736718],"category_scores_gemma":[0.00004399162,0.000099451216,0.00011752386,0.000051084524,0.0009928211,0.00033763787,0.0002933293,0.00069801346,0.0000030721217],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010245885,0.00010938168,0.53441864,0.00007663659,0.00042075495,0.0000014952487,0.45870423,0.0000028084976,0.00110604,0.000019973053,0.004762569,0.00027498734],"study_design_scores_gemma":[0.0012287238,0.00050413335,0.4120607,0.00020453734,0.00012281204,0.0000073190326,0.580978,0.0000020226782,0.0014289399,0.00011419138,0.0031767292,0.00017187836],"about_ca_topic_score_codex":0.000049623104,"about_ca_topic_score_gemma":0.0010936357,"teacher_disagreement_score":0.12235794,"about_ca_system_score_codex":0.00005415549,"about_ca_system_score_gemma":0.00005824146,"threshold_uncertainty_score":0.8708581},"labels":[],"label_agreement":null},{"id":"W2858036224","doi":"10.1007/978-3-319-70554-5_39","title":"Economic Recession and Mental Health: An Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Recession; Mental health; Economics; Psychology; Keynesian economics; Psychiatry","score_opus":0.024274467304905536,"score_gpt":0.42029559101507363,"score_spread":0.3960211237101681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2858036224","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016939733,0.1405739,0.000032991415,0.017964404,0.021224981,0.0017952903,0.0006638439,0.00021378751,0.80059105],"genre_scores_gemma":[0.013483088,0.27448493,0.003730265,0.009042665,0.008033808,0.00026104032,0.0023539544,0.00036105706,0.6882492],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795556,0.000104805236,0.00077775813,0.0006235463,0.0001395387,0.00039880633],"domain_scores_gemma":[0.9987754,0.000074428346,0.0005938925,0.00039448138,0.00002614685,0.00013560004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035561709,0.000331112,0.0007456275,0.0003885592,0.00077311735,0.0000070976566,0.0001748297,0.0002986108,0.0024175607],"category_scores_gemma":[0.0000041208264,0.00029636727,0.000106111955,0.000053703698,0.0001504428,0.00030180506,0.00015628361,0.0005408767,0.000179509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017218091,0.000054921416,0.8532437,0.0005467429,0.0003945342,7.803643e-7,0.004804186,0.000004767774,2.3933853e-7,0.06062525,0.063070714,0.017081963],"study_design_scores_gemma":[0.0006757227,0.00031739473,0.01117362,0.0009407296,0.00011984387,3.9779687e-7,0.002191658,0.000023734752,6.9893936e-8,0.07737069,0.90674627,0.0004398511],"about_ca_topic_score_codex":0.00014240023,"about_ca_topic_score_gemma":0.05818889,"teacher_disagreement_score":0.84367555,"about_ca_system_score_codex":0.0002582038,"about_ca_system_score_gemma":0.00018248537,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W2858755390","doi":"10.1093/heapro/day058","title":"Canada considers a basic income guarantee: can it achieve health for all?","year":2018,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; York University","funders":"","keywords":"Poverty; Disadvantaged; Basic income; Politics; Health promotion; Basic needs; Welfare; Economic growth; Business; Political science; Public economics; Economics; Development economics; Health care; Law","score_opus":0.10978327048774521,"score_gpt":0.4601347851702094,"score_spread":0.35035151468246417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2858755390","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031932916,0.00010185495,0.0023451783,0.95031685,0.007317116,0.0029825694,0.0009444329,0.00013507127,0.003924025],"genre_scores_gemma":[0.87525624,0.00021067783,0.0006868819,0.111564815,0.0020988355,0.0008801667,0.00051796396,0.00005097023,0.008733463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967814,0.00042955021,0.001017457,0.00041294558,0.00052443333,0.00083420856],"domain_scores_gemma":[0.99784374,0.00034044767,0.0006649372,0.00021787763,0.0007039207,0.00022907493],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001301229,0.00021502457,0.00037423498,0.0001537494,0.0016591105,0.00001296319,0.00023752403,0.00009094689,0.0008701937],"category_scores_gemma":[0.00028731595,0.00019828191,0.00006616105,0.00013220838,0.00010544916,0.00010852815,0.000110863046,0.00036070272,0.00006146141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013193025,0.00012212871,0.029960299,0.0004378678,0.00015721914,0.0000016843467,0.006653947,0.0000018030755,0.0000040315635,0.023071095,0.93531126,0.004146752],"study_design_scores_gemma":[0.00262219,0.0012352443,0.03601096,0.00064432813,0.000009531003,0.0000061533433,0.002148383,0.0004102352,0.000007663527,0.0060591907,0.95056707,0.00027904648],"about_ca_topic_score_codex":0.49377033,"about_ca_topic_score_gemma":0.91728514,"teacher_disagreement_score":0.8433233,"about_ca_system_score_codex":0.0020140642,"about_ca_system_score_gemma":0.0064463965,"threshold_uncertainty_score":0.9996406},"labels":[],"label_agreement":null},{"id":"W2862832735","doi":"10.1177/0308518x18786966","title":"Managing territorial stigmatization from the ‘middle’: The revitalization of a post-industrial Business Improvement Area","year":2018,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Guelph","funders":"","keywords":"Negotiation; Conceptualization; Neighbourhood (mathematics); Politics; Sociology; Stigma (botany); Political science; Social science; Psychology; Law","score_opus":0.051359351923699836,"score_gpt":0.279183339506187,"score_spread":0.22782398758248718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2862832735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98351836,0.00078819616,0.0013793947,0.011046452,0.00077603594,0.0006186918,0.000030093119,0.000014962973,0.0018278036],"genre_scores_gemma":[0.99685633,0.00037808056,0.000030678882,0.00033552336,0.0018526367,0.000041014435,0.00005948777,0.00000810479,0.00043812033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933344,0.00009362165,0.00021768393,0.00015394842,0.00006370482,0.00013758482],"domain_scores_gemma":[0.9993577,0.00028835924,0.0001871986,0.00012256636,0.000019791276,0.000024371526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031541364,0.00010128326,0.00013353897,0.000017942535,0.00082063954,0.000019320194,0.000059830058,0.00006229064,0.000094354735],"category_scores_gemma":[0.000045446795,0.000060481656,0.000013816531,0.000034023695,0.000120286124,0.000091553324,0.00010759403,0.000106761865,0.0000044621056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015895466,0.000017856953,0.95857805,0.000054470896,0.000105357074,5.4868974e-7,0.027233783,0.000043998796,0.000119655626,0.001302422,0.007656179,0.004728706],"study_design_scores_gemma":[0.0034122206,0.00038772364,0.5612754,0.0013196501,0.00028238937,6.6627206e-7,0.04451271,0.0018129993,0.00013965418,0.004057665,0.38233158,0.00046734666],"about_ca_topic_score_codex":0.00043757656,"about_ca_topic_score_gemma":0.000053516793,"teacher_disagreement_score":0.39730266,"about_ca_system_score_codex":0.00002168563,"about_ca_system_score_gemma":0.00001316161,"threshold_uncertainty_score":0.6311779},"labels":[],"label_agreement":null},{"id":"W2863794387","doi":"10.1016/j.psychres.2018.07.008","title":"Relationship between economic stress factors and stress, anxiety, and depression: Moderating role of social support","year":2018,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":137,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stressor; Moderation; Anxiety; Depression (economics); Social support; Psychology; Mental health; Stress (linguistics); Structural equation modeling; Clinical psychology; Social stress; Psychiatry; Social psychology; Economics; Macroeconomics","score_opus":0.14104963583577157,"score_gpt":0.4749417419693072,"score_spread":0.33389210613353565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2863794387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851003,0.00041143378,0.0000044977255,0.0019089777,0.00025224884,0.0003932302,0.0002560105,0.00003072189,0.011642526],"genre_scores_gemma":[0.9978504,0.000044565913,0.00010478718,0.00001534799,0.0014077403,0.000036723322,0.000047572696,0.000022485616,0.0004703316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980505,0.00045920574,0.00040233062,0.0003235169,0.00027401166,0.000490418],"domain_scores_gemma":[0.9986816,0.0007129847,0.00012861706,0.00017723237,0.00017858614,0.00012100189],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008910178,0.00013285276,0.0002548151,0.00014039333,0.0026648752,0.000022455004,0.0001350666,0.00019133967,0.00023401483],"category_scores_gemma":[0.00013467633,0.00011075953,0.000032469496,0.00010921713,0.0003564854,0.000151888,0.00039048496,0.00062338175,0.000024156445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031340245,0.000019719953,0.9839114,0.000178188,0.0000292745,6.026508e-8,0.0070433323,1.2049749e-7,0.0000118544,0.003263854,0.005050499,0.0004603339],"study_design_scores_gemma":[0.0003918558,0.00007968238,0.97702,0.00007784918,0.000015820433,1.2478993e-7,0.014440631,0.000022088205,0.00004037362,0.007130297,0.00068190007,0.00009933096],"about_ca_topic_score_codex":0.00051456096,"about_ca_topic_score_gemma":0.0018541605,"teacher_disagreement_score":0.012750092,"about_ca_system_score_codex":0.000040289207,"about_ca_system_score_gemma":0.00021638455,"threshold_uncertainty_score":0.9986335},"labels":[],"label_agreement":null},{"id":"W2882995838","doi":"10.71781/24405","title":"Blessures professionnelles et détresse psychologique chez les travailleurs immigrants au Canada : une analyse longitudinale de l’Enquête nationale sur la santé de la population","year":2017,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.012232299512846247,"score_gpt":0.29318422264639665,"score_spread":0.2809519231335504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2882995838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95275605,0.013303982,0.00009900159,0.0025534567,0.0013690619,0.00084224675,0.0003352058,0.00014063,0.028600344],"genre_scores_gemma":[0.9208943,0.0035006166,0.00019244701,0.00015790915,0.00037235208,0.00013235107,0.0009970836,0.00007624522,0.07367668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99341893,0.0030692907,0.0008083897,0.00085956167,0.0008997339,0.0009440695],"domain_scores_gemma":[0.9952066,0.0019173659,0.0012988488,0.0005460763,0.00059804594,0.0004330641],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016441622,0.0007390111,0.00081022934,0.00039423254,0.019594347,0.00007632209,0.00069080555,0.0013448227,0.00008957561],"category_scores_gemma":[0.00081001385,0.0007787019,0.00035826088,0.00033923666,0.0005524363,0.00047697537,0.00018477376,0.0015773771,0.000012549119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000951872,0.0004084543,0.8943234,0.0007269644,0.00086241023,0.0016278853,0.07586279,0.0016470054,0.0011745124,0.010648814,0.009196722,0.0025691874],"study_design_scores_gemma":[0.001513085,0.000055965087,0.9027611,0.0017242291,0.0006110342,0.00014082484,0.075565524,0.00029284557,0.0004248278,0.000494312,0.015748842,0.00066740526],"about_ca_topic_score_codex":0.98256767,"about_ca_topic_score_gemma":0.9904764,"teacher_disagreement_score":0.045076337,"about_ca_system_score_codex":0.008897836,"about_ca_system_score_gemma":0.012451725,"threshold_uncertainty_score":0.99995166},"labels":[],"label_agreement":null},{"id":"W2883140711","doi":"10.5271/sjweh.3743","title":"Labor market and health trajectories during periods of economic recession and expansion in the United States, 1988‒2011","year":2018,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; British Columbia Centre on Substance Use; Institute for Work & Health; University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; National Science Foundation","keywords":"Unemployment; Recession; Demographic economics; Socioeconomic status; Panel Study of Income Dynamics; Economics; Poisson regression; Demography; Percentage point; Population; Economic growth; Sociology; Macroeconomics","score_opus":0.033692221695835516,"score_gpt":0.3504975686001947,"score_spread":0.3168053469043592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883140711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689911,0.0049677673,0.0000126251525,0.025208045,0.00029124456,0.00044675666,0.000019684794,0.0000056135036,0.000057166097],"genre_scores_gemma":[0.96269834,0.035780065,0.0001923232,0.0008455979,0.00024152394,0.000010449875,0.000008472361,0.000019357549,0.00020385829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715924,0.0009411435,0.0010097269,0.00019481449,0.00022812329,0.00046697713],"domain_scores_gemma":[0.99842393,0.00018265941,0.0009881511,0.00018168581,0.000022127122,0.00020145993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027241828,0.00018164895,0.0005081977,0.00022921035,0.00093736104,0.00001009914,0.00013494492,0.0000698425,0.00029589824],"category_scores_gemma":[0.0000142285635,0.00012186234,0.000035173627,0.00013895117,0.00026251108,0.00012742584,0.0000893207,0.00046597928,0.000004050726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004144475,0.000060081926,0.9621183,0.00028869504,0.000021949678,0.0000029302191,0.02823223,0.000004750434,0.000012769402,0.00003735333,0.0052481196,0.0035583582],"study_design_scores_gemma":[0.0013455914,0.0010224315,0.97716135,0.0014143263,0.000009555176,0.000008541243,0.013138907,0.000004806431,0.000008622635,0.00019458758,0.0055928817,0.00009837537],"about_ca_topic_score_codex":0.0009882333,"about_ca_topic_score_gemma":0.00035839528,"teacher_disagreement_score":0.030812299,"about_ca_system_score_codex":0.00042024205,"about_ca_system_score_gemma":0.00015949034,"threshold_uncertainty_score":0.7209518},"labels":[],"label_agreement":null},{"id":"W2883592059","doi":"10.1177/0018726718778097","title":"Am I a peasant or a worker? An identity strain perspective on turnover among developing-world migrants","year":2018,"lang":"en","type":"article","venue":"Human Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Identity (music); Peasant; Perspective (graphical); Turnover; Demographic economics; Sociology; Political science; Social psychology; Psychology; Economics; Management","score_opus":0.13382564146769002,"score_gpt":0.47170601899332865,"score_spread":0.3378803775256386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883592059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88800937,0.000037279042,0.0004402586,0.002276408,0.0004898748,0.0008453859,0.000049999442,0.00025100686,0.107600406],"genre_scores_gemma":[0.9457167,0.000004479742,0.00024160661,0.0004943575,0.00070620753,0.00012626979,0.000042185173,0.000032042328,0.05263619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982065,0.00029029796,0.0004026489,0.0003671169,0.00028953364,0.00044389642],"domain_scores_gemma":[0.99879485,0.0002109794,0.00019079223,0.00032301684,0.00036548238,0.00011488939],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036280876,0.00019508484,0.00022353996,0.00025372385,0.003596086,0.000030287174,0.00018007026,0.00011829242,0.0029947704],"category_scores_gemma":[0.00018332498,0.00015429377,0.000070180766,0.00047904727,0.00024383127,0.00043984302,0.000105305066,0.0005205701,0.0007791047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007533276,0.00014030494,0.5181154,0.000016694954,0.00012409291,0.00000823858,0.033159886,0.0000019758359,0.000026693384,0.42126262,0.026959546,0.00010919132],"study_design_scores_gemma":[0.0006564032,0.00016324426,0.96440995,0.00037012325,0.000044072447,3.109968e-7,0.0072362795,0.000015480724,0.0000025023362,0.01735001,0.009536171,0.00021544026],"about_ca_topic_score_codex":0.000995037,"about_ca_topic_score_gemma":0.15110593,"teacher_disagreement_score":0.44629455,"about_ca_system_score_codex":0.00039893723,"about_ca_system_score_gemma":0.00015921476,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2883841748","doi":"","title":"Labor Market not So Anomalous After All","year":2011,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Payroll; Quarter (Canadian coin); Government (linguistics); Manufacturing sector; Labour economics; Business; State (computer science); Economics; Demographic economics; Geography; Accounting","score_opus":0.05969785732953201,"score_gpt":0.3495552271797706,"score_spread":0.2898573698502386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883841748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64188945,0.00016336098,7.7341167e-7,0.0026047465,0.0011053805,0.00008150207,0.00010842476,0.000107025146,0.35393935],"genre_scores_gemma":[0.87381554,0.00005813023,0.00008303984,0.0027295272,0.00040870352,0.00015753409,0.000010878392,0.000027428896,0.12270923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988108,0.00009625204,0.00035095587,0.00026072375,0.000035817062,0.000445417],"domain_scores_gemma":[0.9994204,0.000078228084,0.000111052505,0.0002827006,0.000015519663,0.000092097995],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002163971,0.00015711211,0.00023673325,0.00010782639,0.00021679726,0.000006589857,0.00013879484,0.00010721227,0.043197054],"category_scores_gemma":[0.000007828844,0.00014015003,0.00007613605,0.000035320936,0.00005992845,0.00010961372,0.000105149054,0.00018302571,0.0029588891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025085447,0.000037522677,0.7550513,0.000023293851,0.00011430305,0.000012224759,0.011443335,4.8116185e-8,0.0000038133373,0.0016157773,0.22212136,0.00932617],"study_design_scores_gemma":[0.00039581256,0.000034802833,0.6072164,0.000010764366,0.000017164873,3.6565257e-7,0.00022042911,0.0000037499954,0.000008337864,0.00015406807,0.39182258,0.00011552779],"about_ca_topic_score_codex":0.00064463407,"about_ca_topic_score_gemma":0.0018778908,"teacher_disagreement_score":0.2319261,"about_ca_system_score_codex":0.00011182397,"about_ca_system_score_gemma":0.00005475701,"threshold_uncertainty_score":0.9978174},"labels":[],"label_agreement":null},{"id":"W2885653236","doi":"10.1007/s41996-018-0008-6","title":"Return to the Homeland? The Impact of the Great Recession on Employment Outcomes and Labor Mobility for Native Americans","year":2018,"lang":"en","type":"article","venue":"Journal of Economics Race and Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Homeland; Recession; Unemployment; Demographic economics; Phenomenon; Immigration; Great recession; Labour economics; Occupational mobility; Economics; Political science; Economic growth; Politics","score_opus":0.06592857498183657,"score_gpt":0.4519017814138877,"score_spread":0.38597320643205113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885653236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90448165,0.00010854437,0.000003370983,0.09411293,0.00021582824,0.00047389034,0.00009023634,0.0000016608623,0.0005119038],"genre_scores_gemma":[0.99453807,0.0008837961,0.000020351285,0.002862676,0.00062205835,0.000018761408,3.1710496e-7,0.000008918623,0.0010450567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912566,0.0001795305,0.000381452,0.000087224194,0.000046772457,0.00017938062],"domain_scores_gemma":[0.998143,0.00090912764,0.0005295128,0.00018383787,0.00016942502,0.00006509231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079280447,0.000106784944,0.00029620767,0.000057427056,0.0006725683,0.000011787858,0.00016730076,0.000041466465,0.000019010675],"category_scores_gemma":[0.00035752766,0.00003856927,0.00011093042,0.000087682376,0.0001578279,0.0000596647,0.00011382108,0.00019987194,0.0000014808192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054924935,0.00004244298,0.94348603,0.000017936693,0.00024599105,6.8939634e-8,0.02461795,0.00002184995,0.000022878847,0.0019072909,0.02308342,0.006004868],"study_design_scores_gemma":[0.0007303946,0.0010256543,0.9612921,0.000086566775,0.000036451383,0.0000015040033,0.0032455577,0.000025187093,0.000068765694,0.004116787,0.029307168,0.00006390403],"about_ca_topic_score_codex":0.00094710785,"about_ca_topic_score_gemma":0.0009899361,"teacher_disagreement_score":0.091250256,"about_ca_system_score_codex":0.00014941144,"about_ca_system_score_gemma":0.00016881099,"threshold_uncertainty_score":0.51729196},"labels":[],"label_agreement":null},{"id":"W2885758264","doi":"","title":"What Happens When Work and Family Spheres Are Reintegrated? Quantitative Analysis of Unpaid Housework Among Women Home-Based Workers in Canada","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpaid work; Work (physics); Separate spheres; Domestic work; Sociology; Demographic economics; Gender studies; Labour economics; Economics; Political science; Engineering","score_opus":0.04147204619858938,"score_gpt":0.3358061185020027,"score_spread":0.29433407230341335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885758264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907951,0.0031099175,0.00001935037,0.0027290145,0.0015476937,0.0006616173,0.000138813,0.000055739456,0.000942789],"genre_scores_gemma":[0.99486166,0.0003183761,0.00022871314,0.0011644786,0.0000959912,0.00018607169,0.000051694216,0.00005131499,0.0030417207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953469,0.0012054606,0.0012967086,0.00068588683,0.00036665789,0.0010983954],"domain_scores_gemma":[0.99482584,0.002428891,0.0013152634,0.0005979281,0.0006201959,0.00021185364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089547125,0.0004818028,0.001815642,0.0006642077,0.0005134093,0.000017894205,0.00048551604,0.00036718918,0.0008576582],"category_scores_gemma":[0.0002826548,0.00041225195,0.00017542561,0.0014264983,0.0025770557,0.00026779357,0.00024960988,0.00087532715,0.000018828912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005523214,0.000054654338,0.9135652,0.00010926628,0.0016917035,0.000013932784,0.0122427335,0.000053789634,0.000014633017,0.00031926116,0.07109961,0.00028289054],"study_design_scores_gemma":[0.0012796817,0.00017234475,0.8710315,0.0011029794,0.00033810883,3.9711132e-8,0.122703664,0.00006874613,0.000024595489,0.00073489634,0.0021650344,0.00037838778],"about_ca_topic_score_codex":0.3496096,"about_ca_topic_score_gemma":0.9542459,"teacher_disagreement_score":0.6046363,"about_ca_system_score_codex":0.0006349007,"about_ca_system_score_gemma":0.0009792441,"threshold_uncertainty_score":0.9998329},"labels":[],"label_agreement":null},{"id":"W2885874665","doi":"10.1111/caje.12424","title":"The evolution of the human capital of women","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economics; Business","score_opus":0.14067946411474122,"score_gpt":0.24985599185865393,"score_spread":0.1091765277439127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885874665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98314816,0.00034031214,0.0000039078186,0.013338256,0.0010639058,0.00031123188,0.0001067261,0.0000024254434,0.0016850971],"genre_scores_gemma":[0.99839467,0.00004747849,0.000008292662,0.00049419014,0.00053296634,0.000016232487,0.0000013500069,0.000023129562,0.0004817181],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99792755,0.00017835577,0.0010764179,0.00013964062,0.000004267114,0.0006737895],"domain_scores_gemma":[0.99711204,0.00026186893,0.0012100904,0.000274646,0.00027328427,0.0008680563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008851518,0.0001480407,0.00047957685,0.0001230888,0.00077626575,0.000010361257,0.0006430925,0.0001142,0.00015476669],"category_scores_gemma":[0.00042024345,0.000111219815,0.00019193155,0.00011220546,0.00031365978,0.00012993976,0.000053727537,0.00044553072,0.000005948812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005163043,0.000005585665,0.2510178,0.000110179215,0.0002485129,0.0000051186685,0.028910035,0.0002674704,0.00008951004,0.71635854,0.0025310817,0.00040451676],"study_design_scores_gemma":[0.0032657657,0.0015707562,0.25797364,0.0006404145,0.00018556182,0.0000372148,0.13459677,0.00018426904,0.0003481828,0.46729642,0.13314132,0.00075969694],"about_ca_topic_score_codex":0.21204168,"about_ca_topic_score_gemma":0.96822727,"teacher_disagreement_score":0.7561856,"about_ca_system_score_codex":0.0041529024,"about_ca_system_score_gemma":0.0034553164,"threshold_uncertainty_score":0.99966997},"labels":[],"label_agreement":null},{"id":"W2886303485","doi":"10.1108/ijssp-01-2018-0008","title":"“We work like ants…we avoid being troublemaker”","year":2018,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Originality; Entrepreneurship; Public relations; Marketing; Sociology; Business; Economics; Political science; Qualitative research; Social science","score_opus":0.06600928999641323,"score_gpt":0.46082238992599317,"score_spread":0.3948130999295799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886303485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77384394,0.00045813486,0.000086094056,0.21690376,0.0024332907,0.000074045805,0.000009549191,0.00001739069,0.00617377],"genre_scores_gemma":[0.9733919,0.0012100929,0.000066066816,0.0071158125,0.01616657,0.0000042799634,0.0000028398822,0.000011117629,0.0020313421],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986282,0.00030117334,0.0004860599,0.00010002752,0.00019650909,0.0002880271],"domain_scores_gemma":[0.99867904,0.00030281977,0.0004289306,0.00003743907,0.0004952191,0.000056534638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051637477,0.000109321845,0.00027345752,0.00016662072,0.00093097443,0.000008616127,0.00020900893,0.00024083641,0.00016350063],"category_scores_gemma":[0.00015915674,0.00008904032,0.00011063278,0.00006217263,0.00059689453,0.00012366974,0.00014102145,0.0005552059,0.000053707932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007242892,0.00010803179,0.2989883,0.000041798776,0.0012730487,0.00003998177,0.34236357,2.2009526e-7,0.00021122715,0.24818654,0.08598243,0.022080557],"study_design_scores_gemma":[0.0035306166,0.00041128878,0.286997,0.00036928855,0.000084617175,0.000025820778,0.025060898,0.0000016404222,0.000019504747,0.34887835,0.33432516,0.0002958027],"about_ca_topic_score_codex":0.000093059505,"about_ca_topic_score_gemma":0.000025417,"teacher_disagreement_score":0.31730267,"about_ca_system_score_codex":0.00018079313,"about_ca_system_score_gemma":0.00020839908,"threshold_uncertainty_score":0.71603966},"labels":[],"label_agreement":null},{"id":"W2887054119","doi":"10.30878/ces.v25n3a3","title":"Trabajo a tiempo parcial y desigualdad salarial en la industria manufacturera en México (2005-2015)","year":2018,"lang":"es","type":"article","venue":"CIENCIA ergo sum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Inequality; Quarter (Canadian coin); Work (physics); Economics; Wage; Demographic economics; Wage inequality; Population; Welfare economics; Sociology; Demography; Geography; Labour economics; Mathematics","score_opus":0.03969511672502137,"score_gpt":0.3731327258024259,"score_spread":0.33343760907740455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887054119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95000476,0.0007386085,0.00019509404,0.01179318,0.0076035094,0.0016915543,0.00022126267,0.00033684672,0.027415212],"genre_scores_gemma":[0.97413003,0.00025466876,0.00019818627,0.0017929864,0.01339293,0.00012572823,0.000040650673,0.00010485085,0.00995997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992685,0.0024654046,0.0010826633,0.00095857703,0.00085372047,0.0019545995],"domain_scores_gemma":[0.99641097,0.0016138868,0.00044697738,0.00071093725,0.00029140868,0.0005258328],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002962093,0.00071273354,0.00088559464,0.00035043905,0.0021629098,0.00013627704,0.0008738914,0.0016070886,0.002866974],"category_scores_gemma":[0.0012921514,0.00062221935,0.00026314662,0.00050969096,0.00075336685,0.00038283653,0.0006547659,0.001712151,0.0015087128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008843355,0.0006737734,0.3430961,0.0002757524,0.00046218143,0.000084911466,0.052023515,0.0000010008993,0.0018251555,0.01703311,0.57069916,0.012940986],"study_design_scores_gemma":[0.0026049337,0.0006063931,0.45145848,0.00037652068,0.00025323353,0.000005720443,0.0030260938,0.00001406204,0.001276321,0.001410688,0.53820866,0.00075886544],"about_ca_topic_score_codex":0.0006641078,"about_ca_topic_score_gemma":0.0013809684,"teacher_disagreement_score":0.1083624,"about_ca_system_score_codex":0.0004915393,"about_ca_system_score_gemma":0.0015841473,"threshold_uncertainty_score":0.99968904},"labels":[],"label_agreement":null},{"id":"W2887066052","doi":"","title":"The Employment Situation, November","year":2007,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nonfarm payrolls; Quarter (Canadian coin); Payroll; Unemployment; Unemployment rate; Economics; Demographic economics; Labour economics; Demography; Geography; Economic growth; Agriculture; Sociology; Management","score_opus":0.04572175231617405,"score_gpt":0.39621085831326625,"score_spread":0.3504891059970922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887066052","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43896475,0.00027772444,0.000079668695,0.019432629,0.0025911476,0.00015504299,0.000011036014,0.00012773609,0.53836024],"genre_scores_gemma":[0.8461429,0.00005487102,0.000020790914,0.0007919886,0.0008041451,0.000044449487,0.0000123969085,0.000016664122,0.1521118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989235,0.000045575667,0.00040487212,0.0001564914,0.000057658377,0.0004119066],"domain_scores_gemma":[0.9990957,0.00046123503,0.00012912332,0.00023108658,0.000023688614,0.000059201542],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008534952,0.00010002867,0.00011884198,0.00005780878,0.0012615586,0.000009332488,0.0001258508,0.000057724323,0.0014895899],"category_scores_gemma":[0.000018147315,0.00006781356,0.00005472252,0.000052240473,0.000049241306,0.00006237338,0.00006346576,0.00015709565,0.0016525348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052304036,0.000022655391,0.37987065,0.000004951872,0.00009974451,0.0000013528501,0.0040517175,0.000005996914,0.000019055387,0.043162543,0.47075844,0.10195058],"study_design_scores_gemma":[0.00031054963,0.000015498243,0.395071,0.000005022275,0.0000068619233,1.6946966e-7,0.0007302992,0.000005037069,0.000015360893,0.0006301904,0.6031452,0.00006482124],"about_ca_topic_score_codex":0.00027155684,"about_ca_topic_score_gemma":0.010658249,"teacher_disagreement_score":0.40717813,"about_ca_system_score_codex":0.00022669384,"about_ca_system_score_gemma":0.000040899577,"threshold_uncertainty_score":0.9994232},"labels":[],"label_agreement":null},{"id":"W2887176087","doi":"10.1016/j.socscimed.2018.08.003","title":"Changing labour market conditions during the ‘great recession’ and mental health in Scotland 2007–2011: an example using the Scottish Longitudinal Study and data for local areas in Scotland","year":2018,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Durham University; NHS Health Scotland; Joint Information Systems Committee; Scottish Government; Scottish Funding Council; McGill University","keywords":"Recession; Census; Odds; Mental health; Neighbourhood (mathematics); Inequality; Demography; Demographic economics; Population; Geography; Longitudinal study; Odds ratio; Medicine; Sociology; Economics; Logistic regression; Psychiatry","score_opus":0.14597061635550915,"score_gpt":0.4767794861350721,"score_spread":0.3308088697795629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887176087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871695,0.00043312888,0.000088067056,0.009867184,0.00050312246,0.0016609996,0.00007696295,0.000016408652,0.0001846102],"genre_scores_gemma":[0.9980705,0.00012772382,0.000011918294,0.0005923876,0.0009412811,0.000051904615,0.000022902614,0.000010833745,0.00017056291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767697,0.00040426693,0.00037173208,0.00049998175,0.0003570916,0.00068995805],"domain_scores_gemma":[0.999098,0.0002447142,0.00016521146,0.00027586214,0.00009531588,0.00012091207],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006005675,0.00014538078,0.00030328523,0.00018745888,0.006587878,0.000031000516,0.0003620073,0.0000445349,0.00014159064],"category_scores_gemma":[0.00017184476,0.00008212894,0.0000082088845,0.00061642594,0.0019981295,0.00040607507,0.00048122546,0.0002598432,6.0352556e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007503077,0.000044718392,0.93650395,0.00004512403,0.0000075803437,0.0000016200912,0.059554942,9.556821e-8,0.00003098264,0.00011452276,0.0023900268,0.0012314338],"study_design_scores_gemma":[0.0019881232,0.00021469839,0.8937191,0.00040137736,0.000013517892,0.0000040594864,0.10218123,0.0003119752,0.0000010804513,0.0003320786,0.00073755695,0.00009521839],"about_ca_topic_score_codex":0.013782002,"about_ca_topic_score_gemma":0.05498582,"teacher_disagreement_score":0.04278484,"about_ca_system_score_codex":0.0001834612,"about_ca_system_score_gemma":0.00022018043,"threshold_uncertainty_score":0.99470544},"labels":[],"label_agreement":null},{"id":"W2887812077","doi":"10.7202/1050852ar","title":"Crisis, What Crisis? Immigrants, Refugees, and Invisible Struggles","year":2018,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee crisis; Hegemony; Refugee; Immigration; Financial crisis; Political economy; Emigration; Political science; Xenophobia; Sociology; Politics; Economics; Law","score_opus":0.025768489712324483,"score_gpt":0.35927429981135994,"score_spread":0.33350581009903546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887812077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705139,0.008632802,0.000010049764,0.016637262,0.0033921972,0.0003902517,0.00006645374,0.00007524955,0.00028185235],"genre_scores_gemma":[0.9539383,0.0059742737,0.00013870044,0.03436839,0.002488452,0.000035367404,0.000018442084,0.00009550334,0.0029425921],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955859,0.0005750492,0.0010813952,0.000560609,0.0009580041,0.0012389997],"domain_scores_gemma":[0.9973463,0.0002369982,0.00060115574,0.0005513606,0.0005543368,0.00070987566],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094166835,0.00048597791,0.0007083017,0.00028389491,0.0031783434,0.00014775978,0.00040885728,0.00025691133,0.0010410935],"category_scores_gemma":[0.00017206039,0.000369057,0.000115924144,0.000368793,0.00014171143,0.0006695079,0.00023414576,0.0014424539,0.000092931645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006096571,0.00013292675,0.02227536,0.0003081219,0.0005786099,0.00045306215,0.00057745806,0.0000014751205,0.0002519186,0.08533037,0.8864665,0.003014568],"study_design_scores_gemma":[0.0011612157,0.00041029806,0.011120592,0.0006716431,0.00006898379,0.000048235343,0.0008135498,0.0000033977428,0.00016791366,0.0014560912,0.9836558,0.0004222825],"about_ca_topic_score_codex":0.009151678,"about_ca_topic_score_gemma":0.107002474,"teacher_disagreement_score":0.0978508,"about_ca_system_score_codex":0.0007498354,"about_ca_system_score_gemma":0.001060331,"threshold_uncertainty_score":0.99987614},"labels":[],"label_agreement":null},{"id":"W2888245176","doi":"","title":"Forum [Invited Papers]: NEOLIBERALISM, COMPETENCIES, AND THE DEVALUING OF SOCIAL WORK PRACTICE","year":2011,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neoliberalism (international relations); Work (physics); Sociology; Engineering ethics; Political science; Public relations; Social science; Engineering","score_opus":0.0828859581231688,"score_gpt":0.3680796587473347,"score_spread":0.28519370062416594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888245176","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00328419,0.19284362,0.0000017445738,0.592032,0.00071801856,0.0026905066,0.000043246815,0.000063914915,0.20832273],"genre_scores_gemma":[0.37147418,0.08607563,0.00072397303,0.52521026,0.0020576583,0.0011465623,0.00011284183,0.00019145453,0.013007446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728096,0.00116964,0.00054245495,0.00018992332,0.00019985653,0.0006171454],"domain_scores_gemma":[0.99845004,0.0005927351,0.00039178488,0.00015091582,0.00024039323,0.00017411409],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013548061,0.00018092226,0.0006192292,0.000044014818,0.0034883406,0.0000082557535,0.00021132274,0.00015023664,0.0009143682],"category_scores_gemma":[0.0005869033,0.00013067284,0.00014813387,0.0009239293,0.0004237467,0.00008592486,0.000100946665,0.00046964345,0.0000493246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001269202,0.00001911803,0.019352006,0.0014567781,0.00032914965,0.000011785477,0.069049075,4.57207e-9,7.304903e-7,0.14498015,0.72563225,0.039042015],"study_design_scores_gemma":[0.0004897843,0.000009366003,0.016354863,0.0014210065,0.00027654195,5.504248e-7,0.006519136,4.037083e-8,7.199613e-8,0.00059926556,0.9741813,0.00014807646],"about_ca_topic_score_codex":0.0164942,"about_ca_topic_score_gemma":0.03693109,"teacher_disagreement_score":0.36819,"about_ca_system_score_codex":0.00017393018,"about_ca_system_score_gemma":0.00029753565,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2888722278","doi":"","title":"A Preliminary Examination of Elder Care Among Canadian Armed Forces Personnel","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Military personnel; Medicine; Political science; Law","score_opus":0.03741875173108945,"score_gpt":0.34852901196596636,"score_spread":0.3111102602348769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888722278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93585545,0.001516059,0.000006367748,0.0010198805,0.001994642,0.00091459794,0.00014980926,0.000069992995,0.05847321],"genre_scores_gemma":[0.98296386,0.00010051244,0.00010161767,0.00049536343,0.00048216496,0.00020526226,0.00008706479,0.000041787476,0.015522356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972033,0.0005833448,0.0007403422,0.0004329939,0.0002136646,0.0008263826],"domain_scores_gemma":[0.9973005,0.0005309479,0.0006382085,0.00043514912,0.00089500926,0.0002001727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053680886,0.000307324,0.00066821324,0.00044629953,0.0010285983,0.0000037220693,0.00042077893,0.00045238688,0.0013467502],"category_scores_gemma":[0.00023357858,0.000277751,0.00015092856,0.00021432688,0.0021995977,0.00018016172,0.00019817521,0.0004976591,0.00012736951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001591448,0.00006562083,0.7069988,0.00053024414,0.00035370534,0.000008781566,0.20047566,6.43071e-7,0.00011240244,0.002547692,0.08683737,0.0019099304],"study_design_scores_gemma":[0.0012560268,0.0006462842,0.9218871,0.00043785656,0.00016250288,6.648083e-7,0.06350141,0.000018185287,0.0003893948,0.00054083805,0.010816223,0.00034349106],"about_ca_topic_score_codex":0.034413952,"about_ca_topic_score_gemma":0.24109529,"teacher_disagreement_score":0.21488832,"about_ca_system_score_codex":0.0001896286,"about_ca_system_score_gemma":0.00033803965,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W2888722411","doi":"","title":"Extreme working hours in Western Europe and North America: A new aspect of polarization. LEQS Discussion Paper No. 92/2015 May 2015","year":2015,"lang":"en","type":"article","venue":"Archive of European Integration (AEI) (University of Pittsburgh)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare state; Western europe; Immigration; Politics; Demographic economics; Political science; Geography; Economics; European union; International trade; Law","score_opus":0.06612081272601121,"score_gpt":0.29695039387253486,"score_spread":0.23082958114652363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888722411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8512507,0.00063962577,0.07513484,0.012366745,0.0008069824,0.0014685453,0.0001194771,0.00015468374,0.058058403],"genre_scores_gemma":[0.9925234,0.00042741856,0.0011200274,0.00013427284,0.00013007468,4.5861347e-7,0.000100429716,0.000036253754,0.005527687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787205,0.0008582854,0.00043575242,0.0002969851,0.00029011708,0.00024680447],"domain_scores_gemma":[0.998471,0.00015850434,0.0005828708,0.00026682002,0.00034866855,0.000172142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041350693,0.00019349788,0.0004152187,0.00028819285,0.00019734488,0.0000058071114,0.00027377173,0.000041312403,0.00009298751],"category_scores_gemma":[0.0002521151,0.00015840773,0.00007267371,0.00040859304,0.00026651798,0.0003448716,0.00040167992,0.00032412368,0.000042227526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039989944,0.00013273585,0.9116498,0.000059113867,0.000061792874,0.000020008485,0.046242096,0.00003543771,0.002236736,0.0010297751,0.028241213,0.009891355],"study_design_scores_gemma":[0.0016679474,0.00037145425,0.93767303,0.00077931053,0.00006093604,7.527819e-7,0.015398031,0.000052142743,0.0000063236384,0.00080338115,0.042972855,0.00021380893],"about_ca_topic_score_codex":0.0024513635,"about_ca_topic_score_gemma":0.0031776128,"teacher_disagreement_score":0.1412727,"about_ca_system_score_codex":0.000046238485,"about_ca_system_score_gemma":0.00015072036,"threshold_uncertainty_score":0.64596796},"labels":[],"label_agreement":null},{"id":"W2889364609","doi":"10.1177/0020731418795136","title":"Governmental Illegitimacy and Incompetency in Canada and Other Liberal Nations: Implications for Health","year":2018,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; York University","funders":"","keywords":"Welfare state; Inequality; State (computer science); Welfare; Political science; Social Welfare; Developing country; Political economy; Development economics; Economics; Sociology; Economic growth; Politics; Law","score_opus":0.029921168367419326,"score_gpt":0.42179791540278067,"score_spread":0.39187674703536135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889364609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7976906,0.0026060885,0.0001027293,0.19622841,0.0013216954,0.00066696684,0.00032364076,0.000009207928,0.0010506981],"genre_scores_gemma":[0.9647883,0.00085882714,0.0007821884,0.032921303,0.0005092351,0.000036557125,0.000008183516,0.000012103328,0.00008326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847543,0.00011989552,0.0008131996,0.00011850047,0.00023398484,0.00023896938],"domain_scores_gemma":[0.99840593,0.0003460971,0.0007483547,0.000055535373,0.00033584546,0.00010821523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058611226,0.00009016625,0.0002310458,0.00014243818,0.00046682046,0.000012957118,0.00016842816,0.00002391587,0.000033860222],"category_scores_gemma":[0.000024107101,0.00007647158,0.000020101486,0.00007561229,0.00003605046,0.00018439129,0.00008416041,0.00013610416,0.0000010001515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008128044,0.000037700625,0.977412,0.00023397048,0.00006196459,6.1194925e-7,0.0043406836,6.1158556e-7,0.0000054793313,0.007236087,0.0040431586,0.006546454],"study_design_scores_gemma":[0.0014610682,0.00020397277,0.90486825,0.00069937774,0.0000037712753,0.000015528636,0.006531352,0.000054824293,0.0000013786813,0.0033379127,0.08274647,0.00007611056],"about_ca_topic_score_codex":0.6079668,"about_ca_topic_score_gemma":0.9561766,"teacher_disagreement_score":0.34820977,"about_ca_system_score_codex":0.0011460794,"about_ca_system_score_gemma":0.0015420651,"threshold_uncertainty_score":0.3946438},"labels":[],"label_agreement":null},{"id":"W2889602335","doi":"10.3386/w15121","title":"Cumulative Effects of Job Characteristics on Health","year":2009,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Computer science","score_opus":0.43528498289908074,"score_gpt":0.6263634627429131,"score_spread":0.19107847984383236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889602335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47214094,0.0014335429,0.000027462556,0.043750603,0.0028739497,0.0073966524,0.0007189753,0.00007508062,0.4715828],"genre_scores_gemma":[0.99376464,0.0013303971,0.00011174604,0.0003350323,0.000792318,0.00021441678,0.000326598,0.000027994985,0.0030968874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961069,0.0011245145,0.0010877815,0.00041899693,0.00077168003,0.00049012766],"domain_scores_gemma":[0.992768,0.004870236,0.0008149993,0.0003271371,0.0011109019,0.00010875206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038053521,0.00020553284,0.00081066624,0.0006283379,0.0003836738,0.0000066502466,0.0003829774,0.00034954806,0.00015057852],"category_scores_gemma":[0.0014339244,0.00019366328,0.00014136972,0.00009417284,0.0001865182,0.000041773063,0.0005403357,0.0017094568,0.00014865884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033629476,0.00026003888,0.021452172,0.0039215153,0.00034373743,0.000001718279,0.0027778863,0.0001738109,0.000040988733,0.8700338,0.09582298,0.0048350417],"study_design_scores_gemma":[0.0010913888,0.0007427768,0.23401643,0.0027890867,0.000011658672,1.2128037e-7,0.00017101261,0.00021150225,0.00010859053,0.75785565,0.0027831185,0.0002186352],"about_ca_topic_score_codex":0.0012148513,"about_ca_topic_score_gemma":0.00012686754,"teacher_disagreement_score":0.5216237,"about_ca_system_score_codex":0.0013350163,"about_ca_system_score_gemma":0.0021852383,"threshold_uncertainty_score":0.7897359},"labels":[],"label_agreement":null},{"id":"W2889726967","doi":"10.1370/afm.2286","title":"Employment Interventions in Health Settings: A Systematic Review and Synthesis","year":2018,"lang":"en","type":"review","venue":"The Annals of Family Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"University of Toronto","keywords":"Psychological intervention; Medicine; Health care; Nursing; Multidisciplinary approach; Intervention (counseling); Inclusion (mineral); Mental health; Systematic review; MEDLINE; Gerontology; Psychology; Psychiatry; Social psychology; Sociology","score_opus":0.5755420705381004,"score_gpt":0.5898667780257376,"score_spread":0.014324707487637256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889726967","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029208861,0.95723045,0.0000041773947,0.035107892,0.00021645341,0.006461273,0.000053869946,0.00003275217,0.0008902179],"genre_scores_gemma":[0.0000053401595,0.9866439,0.0000059140293,0.009503369,0.0001915996,0.0018832623,0.000019567906,0.00004125749,0.0017057795],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99132055,0.0037240055,0.0037546041,0.00033324436,0.00036146012,0.00050613756],"domain_scores_gemma":[0.99302787,0.0031639726,0.002724098,0.00073934527,0.00022999,0.0001147192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011111926,0.00041622893,0.0058068633,0.00028837257,0.00035694544,0.000002309042,0.00045711722,0.00013725748,0.0000852066],"category_scores_gemma":[0.0027958686,0.00020005733,0.00040209314,0.000502121,0.00031762122,0.00003577073,0.0003083132,0.000563841,0.00005423297],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020402263,0.0000354097,0.000008135337,0.8857348,0.00031266268,9.616538e-7,0.0009810434,1.0055414e-9,5.398669e-9,0.00013565666,0.1021263,0.010663004],"study_design_scores_gemma":[0.00010196758,0.00016327787,0.000027599533,0.7145613,0.0018090819,0.0000017784994,0.00072151626,8.4617895e-8,6.1105316e-9,0.00007653153,0.28243738,0.000099514175],"about_ca_topic_score_codex":0.0005486349,"about_ca_topic_score_gemma":0.00010546957,"teacher_disagreement_score":0.18031108,"about_ca_system_score_codex":0.000076132805,"about_ca_system_score_gemma":0.00020467129,"threshold_uncertainty_score":0.8158101},"labels":[],"label_agreement":null},{"id":"W2889832931","doi":"10.3386/w9937","title":"The Magnitude and Nature of Risk Selection in Employer-Sponsored Health Plans","year":2003,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Magnitude (astronomy); Selection (genetic algorithm); Business; Statistics; Computer science; Mathematics; Artificial intelligence; Physics","score_opus":0.26161298150523665,"score_gpt":0.5827500218379069,"score_spread":0.32113704033267026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889832931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93783545,0.0051927357,0.0000034326238,0.014157025,0.0007137068,0.0025703188,0.0005990832,0.000022054313,0.03890618],"genre_scores_gemma":[0.98837894,0.009491948,0.00012555135,0.00007274957,0.0002154622,0.00027201793,0.00010180437,0.000023573355,0.0013179524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957441,0.0020068155,0.00089969416,0.00038259095,0.000504306,0.00046249756],"domain_scores_gemma":[0.9937019,0.0048025623,0.0005314342,0.00017925688,0.00071760954,0.00006725648],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008935804,0.00015840183,0.00044800033,0.00049875973,0.0007756795,0.0000128648,0.000292061,0.00050915004,0.000065814296],"category_scores_gemma":[0.0018685921,0.0001262913,0.00006718099,0.00015798889,0.0002628944,0.00004887325,0.00041513945,0.003292957,0.000012507536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046697864,0.00009785472,0.6593753,0.0005737117,0.00023093549,3.8517393e-7,0.0022686017,0.00026088988,0.00001669628,0.292,0.043430556,0.0012780662],"study_design_scores_gemma":[0.0008384037,0.00010468338,0.5939187,0.00028644092,0.00000711802,5.3340307e-7,0.0008984553,0.00012699036,0.000018603374,0.39959338,0.004087012,0.00011971062],"about_ca_topic_score_codex":0.0053516096,"about_ca_topic_score_gemma":0.017945368,"teacher_disagreement_score":0.107593395,"about_ca_system_score_codex":0.00083066,"about_ca_system_score_gemma":0.0020088896,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W2890015361","doi":"10.1017/cls.2018.10","title":"The Inequality of Low-Wage Migrant Labour: Reflections on<i>PN v FR</i>and<i>OPT v Presteve Foods</i>","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inequality; Context (archaeology); Labour law; Migrant workers; Tribunal; Labour economics; Wage; Human rights; Racialization; Wage inequality; Economics; Demographic economics; Sociology; Political science; Law; Economic growth; Geography; Politics","score_opus":0.04577847363427445,"score_gpt":0.36307420192923373,"score_spread":0.3172957282949593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890015361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97004724,0.0011125566,0.000022226102,0.012629761,0.001231887,0.0003686106,0.0002522574,0.000011261617,0.014324195],"genre_scores_gemma":[0.9882713,0.0006649531,0.00007443713,0.007459999,0.0006964879,0.000018314664,0.0000045760607,0.000029500963,0.0027804088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977967,0.00033991295,0.0007586456,0.00021628206,0.00012006953,0.0007683473],"domain_scores_gemma":[0.99683076,0.00083578395,0.00053439284,0.0002782738,0.0006654825,0.0008552938],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017806342,0.00020874594,0.0004862176,0.000051337298,0.0029131267,0.000033882778,0.00024229845,0.00021849237,0.000055708977],"category_scores_gemma":[0.00031582377,0.00016587095,0.00023619694,0.00018675417,0.00087478745,0.00013990726,0.00004548986,0.0008232617,0.0000026123555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006669402,0.00003410904,0.0090372665,0.0004340032,0.0006379708,0.000029781255,0.24296713,0.0000020246455,0.00016902976,0.72377336,0.021580817,0.0012678236],"study_design_scores_gemma":[0.00256331,0.0012946065,0.035679676,0.001363827,0.000250733,0.000060332102,0.08062325,0.00001609773,0.00007394073,0.03614221,0.8413535,0.0005785357],"about_ca_topic_score_codex":0.108450554,"about_ca_topic_score_gemma":0.86850667,"teacher_disagreement_score":0.81977266,"about_ca_system_score_codex":0.00040397185,"about_ca_system_score_gemma":0.0009570499,"threshold_uncertainty_score":0.99838495},"labels":[],"label_agreement":null},{"id":"W2890039328","doi":"10.1111/nin.12263","title":"Nursing professionalization and welfare state policies: A critical review of structural factors influencing the development of nursing and the nursing workforce","year":2018,"lang":"en","type":"review","venue":"Nursing Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nurses Association; Public Health Ontario; University of Toronto","funders":"","keywords":"Professionalization; Workforce; Nursing; Health care; Welfare; Nurse education; Welfare state; Politics; Political science; Medicine; Economic growth; Sociology; Economics; Social science","score_opus":0.2291535637220375,"score_gpt":0.5249401697083498,"score_spread":0.2957866059863123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890039328","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004230511,0.98629165,0.00022576301,0.003396824,0.002112218,0.0026208244,0.000026074333,0.000056220077,0.0010399275],"genre_scores_gemma":[0.010296624,0.9880592,0.0004930168,0.00019604473,0.0005327404,0.00012492032,0.000080623824,0.00011353209,0.00010326554],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.993674,0.0019568459,0.002332606,0.000545004,0.0006966055,0.00079497526],"domain_scores_gemma":[0.9953081,0.0019453936,0.0015649912,0.0005099648,0.000537008,0.00013451897],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016416905,0.00067259854,0.0022013218,0.00023855317,0.0034972432,0.000032617387,0.00037962486,0.00037183845,0.000032400596],"category_scores_gemma":[0.0007437774,0.0003590367,0.00024004583,0.00061970274,0.004967497,0.0002127283,0.00011386515,0.0009666545,0.0000014872894],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006128748,0.00005718768,0.00024704295,0.05721595,0.00012580953,3.093418e-7,0.28857034,1.9980182e-7,6.498654e-7,0.008342962,0.0011988656,0.6441794],"study_design_scores_gemma":[0.00044520365,0.000049955368,0.0018687701,0.92008436,0.0012809845,0.000012688784,0.047214895,0.000009876008,0.0000020780406,0.0025621296,0.026061045,0.00040799408],"about_ca_topic_score_codex":0.000018829724,"about_ca_topic_score_gemma":0.000003507882,"teacher_disagreement_score":0.8628684,"about_ca_system_score_codex":0.0007679336,"about_ca_system_score_gemma":0.0007569764,"threshold_uncertainty_score":0.99988616},"labels":[],"label_agreement":null},{"id":"W2890062884","doi":"","title":"Employment Status and Structural Disparities in the Canadian Labor Market","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Split labor market theory; Economics; Demographic economics; Secondary labor market; Labor relations","score_opus":0.03588739842167393,"score_gpt":0.3663520981182043,"score_spread":0.33046469969653036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890062884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458671,0.0022554565,3.5610853e-7,0.02604087,0.0020084206,0.00084536674,0.0003715688,0.000043773623,0.022567092],"genre_scores_gemma":[0.9795642,0.00029227984,0.000046027588,0.0052502602,0.00045477028,0.00016683913,0.00003916384,0.000026122863,0.014160326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679434,0.0008767255,0.00060695026,0.00036827836,0.00021983981,0.0011338916],"domain_scores_gemma":[0.9980453,0.00085694925,0.0002652128,0.00039800565,0.00024816135,0.00018636025],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000831438,0.00028937263,0.00053583423,0.0002526578,0.0014383737,0.000018153421,0.0003784072,0.0002625311,0.0012659099],"category_scores_gemma":[0.00019370856,0.00020310825,0.000060737613,0.00019021147,0.0023264904,0.00012938195,0.00022112957,0.00070350204,0.000064693704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548042,0.000012023931,0.76485676,0.000057331774,0.00008598087,0.0000054571346,0.010275894,9.3477695e-8,0.000004538841,0.009502602,0.2148192,0.00031464107],"study_design_scores_gemma":[0.0008845287,0.0001239661,0.87649345,0.000091013244,0.000036951747,8.405569e-7,0.0038246398,0.0000069872895,0.0000070313577,0.006250254,0.11207377,0.00020658066],"about_ca_topic_score_codex":0.1311913,"about_ca_topic_score_gemma":0.81129676,"teacher_disagreement_score":0.6801055,"about_ca_system_score_codex":0.0001997122,"about_ca_system_score_gemma":0.00037243863,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W2890154962","doi":"10.1111/tla.12209","title":"Labor Relations in Mexico (1988-2012): Explaining Continuity across Regime Types and Economic Models","year":2018,"lang":"en","type":"article","venue":"The Latin Americanist","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Democratization; Democracy; Legislation; Incentive; Economics; Labor relations; Politics; Industrial relations; Employment protection legislation; Labour law; Labour economics; Political science; Market economy; Economic growth; Unemployment; Law","score_opus":0.05125344931586618,"score_gpt":0.39000589064349817,"score_spread":0.338752441327632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890154962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91782373,0.0002517288,0.00012830926,0.008076682,0.00024368122,0.00038847417,0.000064140324,0.00008545673,0.07293778],"genre_scores_gemma":[0.9868939,0.000086269145,0.00026272723,0.0010277241,0.00026215243,0.00007891494,0.000006313039,0.000021587504,0.011360445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872476,0.0002478184,0.00033488404,0.00021633602,0.000073925905,0.00040227766],"domain_scores_gemma":[0.9988592,0.00056295743,0.00021407373,0.00026306292,0.00005106754,0.000049595663],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005419835,0.00012973534,0.0002607271,0.000028875605,0.0013338489,0.00001669616,0.0001402481,0.000060541275,0.00026809447],"category_scores_gemma":[0.00007742443,0.0000945713,0.000023971796,0.00013550847,0.0005851772,0.00015314715,0.00021843429,0.0002867306,0.00029967405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009234359,0.000024484483,0.86721754,0.000017336595,0.00005676908,0.0000014827637,0.07229464,0.00005408684,0.000060783965,0.039233845,0.01794418,0.0030025246],"study_design_scores_gemma":[0.0014727843,0.00020626832,0.85676366,0.00019552093,0.000040768096,0.0000013752941,0.037752654,0.0035832415,0.000027329346,0.015988922,0.08353853,0.0004289563],"about_ca_topic_score_codex":0.0036462245,"about_ca_topic_score_gemma":0.010685558,"teacher_disagreement_score":0.069070116,"about_ca_system_score_codex":0.00009268356,"about_ca_system_score_gemma":0.0000656228,"threshold_uncertainty_score":0.99996626},"labels":[],"label_agreement":null},{"id":"W2890544262","doi":"10.1002/hec.1210","title":"Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study","year":2007,"lang":"en","type":"preprint","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychiatry; Distress; Ethnic group; Absenteeism; Mental health; Affect (linguistics); Immigration; Medicine; Psychology; Clinical psychology; Political science","score_opus":0.09532106532628025,"score_gpt":0.4540291654611472,"score_spread":0.3587081001348669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890544262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86295015,0.0028426049,0.000010806209,0.12775338,0.001184433,0.0026738935,0.0004478118,0.000060406786,0.0020765113],"genre_scores_gemma":[0.93916315,0.03872086,0.00078274345,0.019368676,0.0008033103,0.0004371561,0.00004738351,0.000060784445,0.0006159496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970683,0.0006321096,0.0009678953,0.0006670647,0.00015563582,0.0005090128],"domain_scores_gemma":[0.9957629,0.002638609,0.0009785341,0.00035059883,0.00008437864,0.00018497134],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002125064,0.00033385085,0.00071468105,0.00012558611,0.0013275042,0.00003662726,0.00025218242,0.00014586223,0.00009376667],"category_scores_gemma":[0.00029515658,0.000255777,0.000057068144,0.000104243234,0.0001759828,0.00007853162,0.0008190831,0.001073823,0.000015395119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054136814,0.000056148438,0.96889156,0.0001721643,0.00011565745,1.2322006e-7,0.009561795,0.00000306331,2.5598197e-9,0.0002037877,0.011954274,0.008987285],"study_design_scores_gemma":[0.00052399293,0.000121314835,0.9702724,0.0001299944,0.000033650074,1.0699952e-7,0.010954187,0.000082311184,1.8998396e-9,0.003375078,0.014296351,0.00021060235],"about_ca_topic_score_codex":0.015271071,"about_ca_topic_score_gemma":0.05999422,"teacher_disagreement_score":0.1083847,"about_ca_system_score_codex":0.0003224359,"about_ca_system_score_gemma":0.00075643836,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W2890656228","doi":"","title":"Extended Mass Layoffs","year":2007,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layoff; Quarter (Canadian coin); Unemployment; Government (linguistics); Demographic economics; Labour economics; Economics; Business; Geography; Economic growth","score_opus":0.04694157142132214,"score_gpt":0.4068287558790811,"score_spread":0.35988718445775897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890656228","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27992493,0.00014203112,0.00007349133,0.003283206,0.0018243939,0.000074731826,0.000017870138,0.00016673551,0.7144926],"genre_scores_gemma":[0.87781715,0.000025206447,0.00011780784,0.0005781334,0.0008370166,0.00002087046,0.000016820411,0.000019821315,0.120567165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888796,0.000040755043,0.00036406334,0.00019935661,0.000040995754,0.0004669019],"domain_scores_gemma":[0.9994146,0.00017299947,0.000107460495,0.00020549844,0.000012603743,0.000086794695],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050319516,0.00011442046,0.00018855461,0.0001332343,0.00040027668,0.0000040071623,0.00011074702,0.0000917691,0.0050717276],"category_scores_gemma":[0.000010253008,0.00010376995,0.00006453269,0.00005262521,0.00003455784,0.00007403948,0.000043897522,0.00019609663,0.0023865774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104561455,0.000038021768,0.54521614,0.00002770089,0.00012841975,0.000014051751,0.003207456,0.0000027708472,0.00018159956,0.041640945,0.309199,0.100239314],"study_design_scores_gemma":[0.00063305517,0.000029435249,0.5077443,0.000011379653,0.0000102931845,3.6220214e-7,0.0008486345,0.000007439939,0.000052940617,0.0012420568,0.48929346,0.0001266714],"about_ca_topic_score_codex":0.0001688977,"about_ca_topic_score_gemma":0.0010335203,"teacher_disagreement_score":0.5978922,"about_ca_system_score_codex":0.00018989945,"about_ca_system_score_gemma":0.000034863715,"threshold_uncertainty_score":0.9983902},"labels":[],"label_agreement":null},{"id":"W2890718954","doi":"10.1177/0268580918791972a","title":"Review: Marion G Crain, Winifred R Poster and Miriam A Cherry (eds), <i>Invisible Labor: Hidden Work in the Contemporary Economy</i>","year":2018,"lang":"en","type":"article","venue":"International Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Work (physics); Engineering","score_opus":0.06666982017053441,"score_gpt":0.40846154406465773,"score_spread":0.3417917238941233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890718954","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37890556,0.040602107,0.000005476318,0.44225627,0.0019140003,0.0011483117,0.000043307282,0.00006039899,0.13506456],"genre_scores_gemma":[0.8578388,0.005620307,0.00005053812,0.13177176,0.001115442,0.00026328673,0.00006388222,0.000016261147,0.0032597042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846,0.0005530399,0.0004340118,0.0002341125,0.000080622034,0.00023821597],"domain_scores_gemma":[0.99879795,0.0006546092,0.0001829749,0.00015321453,0.00018150105,0.000029765619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009582693,0.00012622873,0.0002482508,0.00005595687,0.0002655839,0.000007437353,0.0002671956,0.00016296221,0.0005214015],"category_scores_gemma":[0.00020958482,0.00008820622,0.000046658315,0.00006766472,0.00034574734,0.00010828133,0.00019953137,0.00036227773,0.0002479675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010658077,0.00003243987,0.368636,0.00007104844,0.00007703382,0.0000045192273,0.009083301,8.247514e-9,0.000014628001,0.0033156849,0.6179599,0.00069882214],"study_design_scores_gemma":[0.0006309602,0.000073420764,0.23630704,0.00036323752,0.000008442876,0.0000016783167,0.0008687152,0.0000011717455,8.476301e-7,0.0086670695,0.75298727,0.00009015127],"about_ca_topic_score_codex":0.00026670512,"about_ca_topic_score_gemma":0.0002119926,"teacher_disagreement_score":0.47893324,"about_ca_system_score_codex":0.00006415325,"about_ca_system_score_gemma":0.00008531198,"threshold_uncertainty_score":0.5708981},"labels":[],"label_agreement":null},{"id":"W2890752659","doi":"10.3386/w21374","title":"How was the Weekend? How the Social Context Underlies Weekend Effects in Happiness and other Emotions for US Workers","year":2015,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Happiness; Weekend effect; Context (archaeology); Psychology; Social psychology; Medicine; History; Nursing","score_opus":0.4736716182886145,"score_gpt":0.5587386611820709,"score_spread":0.08506704289345646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890752659","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28560844,0.0032589333,0.000088157794,0.63889426,0.002006205,0.009783738,0.00061539165,0.00004774473,0.05969713],"genre_scores_gemma":[0.98517174,0.00012646292,0.000026689178,0.00028042044,0.0011748848,0.002004174,0.0000823863,0.000038269278,0.011095007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99707144,0.0010938147,0.00038938943,0.00042178243,0.0004907231,0.0005328711],"domain_scores_gemma":[0.9921857,0.006362472,0.00029870184,0.0002577489,0.00083498727,0.000060391067],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050787614,0.00022809011,0.0004845284,0.00030720036,0.0014393198,0.00011035493,0.0005373713,0.00038886382,0.00003060461],"category_scores_gemma":[0.0012203263,0.00014669339,0.00013174945,0.00012356963,0.00079174305,0.000100168574,0.0008067264,0.0013644944,0.000012906992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025953611,0.00007796141,0.047182046,0.00086849066,0.0005230831,5.5644585e-7,0.009391148,0.00011299633,0.000008817458,0.6925024,0.24719602,0.0018769891],"study_design_scores_gemma":[0.0027221306,0.00010496881,0.06764211,0.0005215187,0.000042642278,6.2011577e-7,0.03116915,0.0006828426,0.0000051712204,0.8305772,0.066242695,0.0002889701],"about_ca_topic_score_codex":0.0018304605,"about_ca_topic_score_gemma":0.009332878,"teacher_disagreement_score":0.69956326,"about_ca_system_score_codex":0.0007838415,"about_ca_system_score_gemma":0.0012214734,"threshold_uncertainty_score":0.99986064},"labels":[],"label_agreement":null},{"id":"W2891141282","doi":"10.1177/0020731418801413","title":"Digital Platforms, Gig Economy, Precarious Employment, and the Invisible Hand of Social Class","year":2018,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gig economy; Precarity; Class (philosophy); Social class; Precarious work; Labour economics; Business; Sociology; Economics; Market economy; Computer science; Engineering; Work (physics); Artificial intelligence; Mechanical engineering","score_opus":0.03076443517140968,"score_gpt":0.3940550063523392,"score_spread":0.3632905711809295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891141282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495141,0.0017857292,0.00006100904,0.036189552,0.001559896,0.0003298954,0.000049678907,0.000011286202,0.0104988655],"genre_scores_gemma":[0.99382347,0.00029948,0.00002648107,0.0040733637,0.0011924636,0.0000073331585,0.000007495231,0.000011117072,0.00055882055],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982638,0.00007276926,0.0010158591,0.00010039077,0.0003187518,0.00022843199],"domain_scores_gemma":[0.9973055,0.00031854553,0.001432975,0.00007102951,0.00080834585,0.00006356961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009600151,0.00011102405,0.00035869287,0.00013019165,0.00068060076,0.00004987233,0.00036610613,0.000062659885,0.00008464537],"category_scores_gemma":[0.000023021408,0.00006793492,0.00007924623,0.00006032387,0.00028759098,0.000444851,0.00020994585,0.00024049112,0.000013611445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034139738,0.00026693748,0.70411485,0.0010601354,0.0018180294,0.000008135786,0.1734285,0.0000028503594,0.000027927137,0.05441392,0.022187984,0.039256763],"study_design_scores_gemma":[0.013101141,0.0011296219,0.29027474,0.0015501189,0.00007569162,0.000038507158,0.021238059,0.00014626185,0.00007549932,0.05786803,0.61422676,0.00027557573],"about_ca_topic_score_codex":0.0005019873,"about_ca_topic_score_gemma":0.0010183173,"teacher_disagreement_score":0.59203875,"about_ca_system_score_codex":0.000098838136,"about_ca_system_score_gemma":0.00024976468,"threshold_uncertainty_score":0.5234699},"labels":[],"label_agreement":null},{"id":"W2891212468","doi":"","title":"Unravelling Indian migrant workers’ perceptions about the effectiveness of employment assistance programmes in Auckland, New Zealand","year":2018,"lang":"en","type":"dissertation","venue":"Tuwhera (Auckland University of Technology)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Migrant workers; Perception; Economic growth; Socioeconomics; Geography; Demographic economics; Political science; Sociology; Psychology; Economics","score_opus":0.017056295221769307,"score_gpt":0.3149239648514119,"score_spread":0.29786766962964256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891212468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411494,0.0009773251,0.000053365788,0.000953353,0.00039549495,0.0014431458,0.000060976377,0.00012220482,0.0018792137],"genre_scores_gemma":[0.95861554,0.0010407114,0.00055281323,0.000015553682,0.00009244243,0.000025006995,0.0003310214,0.000045449055,0.039281476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794173,0.00031932408,0.0004869195,0.0004518319,0.00027591657,0.0005242581],"domain_scores_gemma":[0.9982412,0.0003192135,0.0006207329,0.00048979186,0.00026128834,0.000067809284],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007115768,0.00034295052,0.0008033855,0.00067114254,0.0006912409,0.000005819221,0.00061838643,0.0008608857,0.0001727279],"category_scores_gemma":[0.00006792265,0.000281461,0.00018156094,0.0008178299,0.0003726553,0.00007343053,0.00012313951,0.0009566789,0.000022582235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012057029,0.0001370517,0.96884936,0.0006914697,0.00029294167,0.000015663943,0.018709188,0.0000017737046,0.0001531694,0.00032161613,0.0040906933,0.005531365],"study_design_scores_gemma":[0.0021219,0.00025107514,0.90757805,0.0041677547,0.00018586741,7.662541e-7,0.03801113,0.0000016954738,0.000094017465,0.0013980354,0.045893252,0.00029645447],"about_ca_topic_score_codex":0.0083980225,"about_ca_topic_score_gemma":0.059917353,"teacher_disagreement_score":0.061271314,"about_ca_system_score_codex":0.00020305073,"about_ca_system_score_gemma":0.0003741003,"threshold_uncertainty_score":0.99996376},"labels":[],"label_agreement":null},{"id":"W2891357407","doi":"10.23889/ijpds.v3i4.723","title":"In Sickness and In Health: Effects of Cardiovascular Health Shocks on Spouses’ Work and Earnings","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Shock (circulatory); Workforce; Spouse; Stroke (engine); Medicine; Demography; Demographic economics; Economics; Internal medicine; Finance; Political science","score_opus":0.08254226779907171,"score_gpt":0.46873880679390106,"score_spread":0.38619653899482936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891357407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872195,0.0004957672,0.0007479165,0.009405406,0.0016379016,0.0004361686,0.000022823535,0.000006306625,0.000028176106],"genre_scores_gemma":[0.99808663,0.0004454874,0.00041376543,0.0007167024,0.00024328384,0.000009585849,0.000017091648,0.00000591458,0.0000615465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983696,0.00015550124,0.00049606996,0.000253728,0.00047834794,0.00024675005],"domain_scores_gemma":[0.9989511,0.00029619725,0.00030893862,0.00016926853,0.0001917304,0.00008277371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032955767,0.00007326115,0.00021588731,0.00037468833,0.0004743303,0.000021904701,0.00034211302,0.000027557364,0.0000063206276],"category_scores_gemma":[0.00089388894,0.00006199703,0.00001917669,0.00026802934,0.00014794778,0.00062307215,0.0002561074,0.00020273091,0.0000011652991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012346369,0.000031262454,0.98294634,0.00009371467,0.000023034825,0.0000022980373,0.0020666844,0.00006229428,0.000008482471,0.0013294375,0.00093165756,0.0123813385],"study_design_scores_gemma":[0.00093661604,0.00013775776,0.9856921,0.0008170575,0.0000026641592,0.0000032596488,0.00017279011,0.00028288513,0.0000052027412,0.0005858867,0.011305916,0.00005786718],"about_ca_topic_score_codex":0.0017834482,"about_ca_topic_score_gemma":0.00062492094,"teacher_disagreement_score":0.012323471,"about_ca_system_score_codex":0.00018128075,"about_ca_system_score_gemma":0.00017019831,"threshold_uncertainty_score":0.3648213},"labels":[],"label_agreement":null},{"id":"W2891685369","doi":"10.1177/0896920518792615","title":"The Legal Construction of Precarity: Lessons from the Construction Sectors in Beijing and Delhi","year":2018,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Beijing; State (computer science); Structuring; Resistance (ecology); Political science; Sociology; Informal sector; Economy; Political economy; Gender studies; Economic growth; Law; Economics; China","score_opus":0.06701704622146523,"score_gpt":0.44457328695785686,"score_spread":0.3775562407363916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891685369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94415087,0.00053028297,0.00019790928,0.05186669,0.0013382497,0.00017755751,0.000021690945,0.000021149566,0.0016956228],"genre_scores_gemma":[0.9985622,0.00014408263,0.00021625789,0.0004852285,0.00052487146,0.0000324522,0.0000037616212,0.000005753036,0.00002536053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985025,0.00070282834,0.0002902499,0.0001557999,0.000064462554,0.00028415816],"domain_scores_gemma":[0.9951492,0.0045230063,0.000056799723,0.00011277454,0.00012822663,0.000030012177],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004569559,0.00007605967,0.00018204059,0.000015559592,0.0013269734,0.000005237761,0.00007751284,0.0001907636,0.00007092952],"category_scores_gemma":[0.0011822213,0.000044640536,0.000027697988,0.000050648265,0.0049100984,0.000047870362,0.00011655353,0.00042947597,0.0000074283894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029648254,0.000006310457,0.5391958,0.000011142068,0.000022637434,3.2132098e-7,0.0034585248,2.0394857e-8,0.00012393124,0.45314345,0.00053016323,0.0034780551],"study_design_scores_gemma":[0.00065671426,0.00014466184,0.7099834,0.000102525475,0.000064502325,0.000004180887,0.043090373,0.000045609206,0.000070853996,0.230803,0.014911382,0.00012276972],"about_ca_topic_score_codex":0.0008954709,"about_ca_topic_score_gemma":0.0018283735,"teacher_disagreement_score":0.22234045,"about_ca_system_score_codex":0.00003896211,"about_ca_system_score_gemma":0.00006248737,"threshold_uncertainty_score":0.9999732},"labels":[],"label_agreement":null},{"id":"W2891749115","doi":"10.3386/w21987","title":"Intergenerational Persistence of Health in the U.S.: Do Immigrants Get Healthier as they Assimilate?","year":2016,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Warwick; Royal Economic Society; University of Houston","keywords":"Immigration; Persistence (discontinuity); Body mass index; Human capital; Obesity; Demography; Psychology; Demographic economics; Medicine; Geography; Sociology; Economics; Economic growth; Endocrinology","score_opus":0.47277388729308406,"score_gpt":0.5902754654489807,"score_spread":0.11750157815589662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891749115","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3176353,0.0043532737,0.000017932547,0.38169417,0.0020429953,0.00479319,0.0010508746,0.000026686852,0.28838557],"genre_scores_gemma":[0.9941032,0.0021101995,0.00005352993,0.0007092556,0.0005102993,0.00043396113,0.00020721715,0.000022236683,0.0018500828],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99363494,0.002652301,0.0015817282,0.00051576487,0.0009993551,0.0006159174],"domain_scores_gemma":[0.9946473,0.0030252398,0.00076495035,0.00043055415,0.001056068,0.00007586824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014564691,0.00021074493,0.0006445071,0.0006483664,0.0005887409,0.000014856139,0.00088535086,0.0003352157,0.0006664583],"category_scores_gemma":[0.0008228714,0.00014116197,0.0001759183,0.00011622195,0.00030676363,0.00009702621,0.00072565913,0.001525997,0.00013815769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000308195,0.00024668247,0.09183767,0.0009936906,0.00026085586,0.0000011431538,0.01639201,0.00028423654,0.000046682824,0.7489346,0.13817368,0.0025205316],"study_design_scores_gemma":[0.0009757093,0.00020443439,0.062480338,0.0013862714,0.000005778802,0.0000011305343,0.0035317244,0.000099717945,0.000018863284,0.9251778,0.005925318,0.00019287782],"about_ca_topic_score_codex":0.00630538,"about_ca_topic_score_gemma":0.004185341,"teacher_disagreement_score":0.6764679,"about_ca_system_score_codex":0.0012493806,"about_ca_system_score_gemma":0.0047597704,"threshold_uncertainty_score":0.953189},"labels":[],"label_agreement":null},{"id":"W2891981952","doi":"10.1017/cls.2018.18","title":"Temporary Labour Migration and the “Ceremony of Innocence” of Postwar Labour Law: Confronting “the South of the North”","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour law; Innocence; Globalization; Context (archaeology); Face (sociological concept); Ceremony; Political economy; Political science; Work (physics); Child labour; Sociology; Law; Social science; History","score_opus":0.021839244817507323,"score_gpt":0.2900136686610502,"score_spread":0.2681744238435429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891981952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981807,0.0012688661,0.0000063149364,0.0132293515,0.0004677948,0.0003423275,0.00023501611,0.0000025840293,0.0026407584],"genre_scores_gemma":[0.9945577,0.00023936805,0.000038456063,0.003983644,0.00027718875,0.000004475017,0.0000030714216,0.000016496972,0.0008796402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982637,0.0003392546,0.0007642484,0.00012524502,0.00012261304,0.00038489763],"domain_scores_gemma":[0.99720037,0.00037318692,0.0011009488,0.00022730739,0.000862463,0.00023574498],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00164566,0.00014512682,0.000483146,0.000029479384,0.0013006963,0.000013631156,0.00030025662,0.00013319074,0.000034935125],"category_scores_gemma":[0.00022239327,0.00008696937,0.00020167891,0.00019848939,0.0018227021,0.00012672076,0.000059316055,0.0005070527,2.3798606e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038644383,0.000007868608,0.29433715,0.00036596705,0.0002992281,0.0000029189364,0.21839203,0.00000159009,0.000060040355,0.48356414,0.00267636,0.00025406276],"study_design_scores_gemma":[0.004939327,0.00046833037,0.61438227,0.0017431931,0.00048717074,0.000048668466,0.2719526,0.000070571485,0.00015981047,0.027163733,0.07812826,0.00045607256],"about_ca_topic_score_codex":0.29902747,"about_ca_topic_score_gemma":0.8347254,"teacher_disagreement_score":0.53569794,"about_ca_system_score_codex":0.00011559873,"about_ca_system_score_gemma":0.0009322708,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2892260156","doi":"10.1177/0891243218794648","title":"Hierarchies of Categorical Disadvantage: Economic Insecurity at the Intersection of Disability, Gender, and Race","year":2018,"lang":"en","type":"article","venue":"Gender & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Toronto; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Disadvantage; Oppression; Intersectionality; Race (biology); Poverty; Social stratification; Sociology; Inequality; Demographic economics; Gender studies; Economic growth; Political science; Economics; Politics; Social science","score_opus":0.06882948310054601,"score_gpt":0.4018116638465624,"score_spread":0.3329821807460164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892260156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99359435,0.00052692427,0.00018998103,0.0009297298,0.0005131339,0.00033955008,0.00003873616,0.000026319618,0.0038412742],"genre_scores_gemma":[0.99868983,0.0004523725,0.00006037,0.00016193793,0.00025788817,0.000029129078,0.000008518824,0.000011434072,0.00032852366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988184,0.00022433199,0.00037320427,0.00022476143,0.00011400949,0.0002453003],"domain_scores_gemma":[0.99911726,0.0003387952,0.000179925,0.00025943297,0.00006157282,0.000043037115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174576,0.00012041749,0.00024246635,0.0000068937698,0.00072846713,0.0000029125877,0.00010737724,0.00009666753,0.00023109153],"category_scores_gemma":[0.000029933179,0.00008080218,0.00013788308,0.000060422208,0.0012018651,0.00007618684,0.0005156851,0.00023541335,0.000014738951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007599423,0.00005661359,0.8004911,0.00034928918,0.0001748806,6.798878e-8,0.16709232,8.7538757e-7,0.00051572104,0.0067001106,0.023999725,0.0005432977],"study_design_scores_gemma":[0.0007448186,0.00012499499,0.89738476,0.000015230939,0.00006825052,0.0000013907953,0.07536431,0.00010713816,0.00050088635,0.019113472,0.0064197867,0.00015496067],"about_ca_topic_score_codex":0.0006516766,"about_ca_topic_score_gemma":0.000933472,"teacher_disagreement_score":0.09689367,"about_ca_system_score_codex":0.0003413227,"about_ca_system_score_gemma":0.00006510763,"threshold_uncertainty_score":0.5602854},"labels":[],"label_agreement":null},{"id":"W2893146262","doi":"10.1002/hpm.2652","title":"Effects of the 2008 global financial crisis on population health","year":2018,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; University of Windsor","funders":"","keywords":"Consumption (sociology); Financial crisis; Payment; Demographic economics; Business; Falling (accident); The Internet; Population; Monetary economics; Economics; Finance; Environmental health; Medicine","score_opus":0.03831705375757944,"score_gpt":0.4313400327653302,"score_spread":0.39302297900775074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893146262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6241425,0.0034983826,0.0011840336,0.36160782,0.0068160817,0.0010535505,0.000015367023,0.000020362073,0.0016618671],"genre_scores_gemma":[0.97962546,0.00062017783,0.000097149656,0.018895356,0.00058156555,0.0000070706246,0.0000015808583,0.0000045541865,0.00016708733],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983704,0.00033803508,0.0005707208,0.00007834956,0.0004521361,0.00019033375],"domain_scores_gemma":[0.998635,0.0002163465,0.00087376666,0.00008335459,0.00015085733,0.00004065601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013150597,0.000078472985,0.0001861654,0.000060854734,0.00069286826,0.0000066523244,0.00025590355,0.000023442277,0.000006489679],"category_scores_gemma":[0.00010534767,0.000042314725,0.000048282633,0.000079010664,0.00004024141,0.00004003458,0.00013802682,0.00017696408,0.0000033282415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047024045,0.00013023149,0.1979258,0.00060354685,0.00032018556,0.000008531873,0.0076505914,0.000074269265,0.0000017748333,0.029705735,0.7342508,0.028858325],"study_design_scores_gemma":[0.0007849203,0.000381408,0.9482176,0.00140959,0.0000174886,0.0000035152223,0.0010007538,0.000009863272,0.000003998403,0.0029156373,0.045214992,0.000040255305],"about_ca_topic_score_codex":0.000650962,"about_ca_topic_score_gemma":0.00007254503,"teacher_disagreement_score":0.75029176,"about_ca_system_score_codex":0.00020856534,"about_ca_system_score_gemma":0.000092591,"threshold_uncertainty_score":0.5329052},"labels":[],"label_agreement":null},{"id":"W2894084632","doi":"","title":"Informal and Precarious Work in Canada, Mexico, and the USA: Academic Sociologies, Public Sociologies, Activist Sociologies","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Engineering","score_opus":0.06952620300359501,"score_gpt":0.3624081112483742,"score_spread":0.29288190824477917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894084632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9425747,0.009044889,0.0000070079673,0.038497113,0.002245678,0.0013894422,0.00012539793,0.00015011025,0.0059656585],"genre_scores_gemma":[0.98653,0.0036867624,0.0000827324,0.0040819943,0.0005958884,0.0004789558,0.00004514339,0.000042576,0.004455943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99378765,0.0019140197,0.0014355627,0.0007614667,0.0003320141,0.0017692841],"domain_scores_gemma":[0.9909723,0.0067518475,0.0011513983,0.00059495575,0.00035893798,0.00017059974],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0026326138,0.0006495801,0.0015903721,0.00024677688,0.0020310152,0.000020765141,0.0009696408,0.00105673,0.00023995909],"category_scores_gemma":[0.0019265333,0.00044021086,0.00014228694,0.00030424597,0.013906915,0.00039058027,0.0017640998,0.0030492705,0.000050987845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004772949,0.000019326191,0.827453,0.00009332103,0.0003365873,0.000003958107,0.01583513,0.000001078903,0.00001538779,0.0062493784,0.14737862,0.0021368747],"study_design_scores_gemma":[0.00334884,0.0001716254,0.9322304,0.00014414667,0.000084671505,0.0000025496415,0.0144407395,0.00001400374,0.000022376644,0.008140251,0.04088635,0.0005140618],"about_ca_topic_score_codex":0.13527921,"about_ca_topic_score_gemma":0.5564937,"teacher_disagreement_score":0.42121446,"about_ca_system_score_codex":0.0005668599,"about_ca_system_score_gemma":0.0018712678,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W2894655929","doi":"10.7202/1051523ar","title":"Le parcours d’intégration socioéconomique des nouveaux arrivants francophones à Ottawa : quels effets sur la santé?","year":2018,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.03398105050270964,"score_gpt":0.39388546687163184,"score_spread":0.35990441636892223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894655929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8482381,0.011485179,0.0036102475,0.07150617,0.011181016,0.0022500304,0.00038655908,0.00059360196,0.050749086],"genre_scores_gemma":[0.94795465,0.0041774525,0.0006162646,0.0012159033,0.0025211216,0.0003115451,0.00021630198,0.00018989343,0.042796846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98437405,0.011192662,0.0020046788,0.0007859834,0.00035843585,0.0012842144],"domain_scores_gemma":[0.9938459,0.0023837888,0.0014142345,0.00092538015,0.0011419099,0.0002887853],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005822624,0.00077064993,0.0012987768,0.00025420936,0.00456741,0.00017752136,0.0007450579,0.0012953836,0.0019425922],"category_scores_gemma":[0.0014210023,0.00088503934,0.0010626586,0.0004815707,0.0020521025,0.0012454084,0.0007428627,0.0021599447,0.0012803093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039521622,0.0032023971,0.070737615,0.006868423,0.0015532757,0.00008040584,0.11942658,0.000009291334,0.0006105953,0.11139325,0.1582174,0.5275056],"study_design_scores_gemma":[0.0081017,0.0013338842,0.38973466,0.019803518,0.0004400575,0.000041603245,0.03615419,0.00017865527,0.0005332665,0.07487424,0.46689183,0.0019123943],"about_ca_topic_score_codex":0.008394069,"about_ca_topic_score_gemma":0.071395345,"teacher_disagreement_score":0.52559316,"about_ca_system_score_codex":0.00076352886,"about_ca_system_score_gemma":0.0007811796,"threshold_uncertainty_score":0.9994973},"labels":[],"label_agreement":null},{"id":"W2894812552","doi":"10.1093/heapro/day073","title":"Resisting austerity measures to social policies: multiple explanatory case studies","year":2018,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Austerity; Explanatory power; Recession; Politics; Unemployment; Ideology; Social policy; Political economy; Political science; Collective action; Resistance (ecology); Development economics; Sociology; Economic growth; Economics; Law","score_opus":0.3605527631671029,"score_gpt":0.5565381233692251,"score_spread":0.19598536020212226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894812552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8610324,0.00013952078,0.0012678219,0.12202481,0.0060094506,0.0014442753,0.00021263477,0.0003649026,0.007504172],"genre_scores_gemma":[0.9867423,0.00003672039,0.00038524243,0.0053325854,0.0038336106,0.00038417373,0.000026216625,0.000023767081,0.0032353743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974294,0.0005536006,0.0007128818,0.00033168317,0.00044035466,0.0005320968],"domain_scores_gemma":[0.99803364,0.00027443533,0.00032543502,0.00013795019,0.0010762166,0.00015232849],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014506356,0.00017083486,0.00028393004,0.00021792423,0.0041897697,0.00001401063,0.00015822859,0.00009182785,0.0003403736],"category_scores_gemma":[0.0011174367,0.00015705793,0.000054855816,0.00017349128,0.00013008108,0.00014483127,0.00026597,0.00029002954,0.00041964566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025814198,0.00033236807,0.25222763,0.0006585175,0.0003929605,0.000083563755,0.1682005,0.0000016012389,0.00015043996,0.010571704,0.5559068,0.011215818],"study_design_scores_gemma":[0.003889972,0.0015158894,0.25240222,0.001477974,0.00004429071,0.0001551862,0.07748657,0.00018519498,0.000119756616,0.0035651014,0.6582409,0.00091691647],"about_ca_topic_score_codex":0.0010176277,"about_ca_topic_score_gemma":0.0051985197,"teacher_disagreement_score":0.1257099,"about_ca_system_score_codex":0.0007054165,"about_ca_system_score_gemma":0.00019667421,"threshold_uncertainty_score":0.9971066},"labels":[],"label_agreement":null},{"id":"W2895476349","doi":"10.7202/1051410ar","title":"La conciliation travail-famille-soins","year":2018,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Conciliation; Political science; Humanities; Sociology; Art; Law","score_opus":0.09287215176157397,"score_gpt":0.41325393607627026,"score_spread":0.32038178431469627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895476349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6019443,0.017052436,0.001019054,0.07425609,0.0057980525,0.0017915549,0.00037256101,0.00055250217,0.2972134],"genre_scores_gemma":[0.8737587,0.007803096,0.00094355247,0.0034631293,0.005785245,0.00011518324,0.00006980747,0.000085590706,0.10797571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942285,0.0031768058,0.00085316005,0.00048843963,0.00041327532,0.0008398309],"domain_scores_gemma":[0.9968363,0.0015289427,0.00047417692,0.0003010332,0.0006878892,0.00017166724],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016709152,0.00043005246,0.00057120254,0.000103204446,0.0022250433,0.000057493766,0.0002570394,0.0012335967,0.0023213078],"category_scores_gemma":[0.00075715437,0.00042776842,0.00018722622,0.000302314,0.0023934264,0.00030484796,0.0002235937,0.0009156391,0.0016787664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062760846,0.00021608867,0.012499412,0.00036083223,0.00021450823,0.000008888239,0.20238253,1.4875103e-7,0.00014040941,0.4597462,0.29916734,0.025200892],"study_design_scores_gemma":[0.0009051259,0.00045434263,0.05239503,0.0005911995,0.00014848857,0.0000017650667,0.092943825,0.000035303492,0.000257172,0.006709302,0.84505826,0.0005001645],"about_ca_topic_score_codex":0.0022429982,"about_ca_topic_score_gemma":0.027099932,"teacher_disagreement_score":0.545891,"about_ca_system_score_codex":0.0005533558,"about_ca_system_score_gemma":0.005070107,"threshold_uncertainty_score":0.99981743},"labels":[],"label_agreement":null},{"id":"W2895929922","doi":"10.15173/glj.v9i3.3676","title":"Review of: Tom Barnes (2016) Informal Labour in Urban India: Three Cities, Three Journeys","year":2018,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Gender studies; Geography; Economic geography","score_opus":0.03244590781068092,"score_gpt":0.36296906667454365,"score_spread":0.33052315886386274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895929922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8413296,0.10488531,0.00014468508,0.008134613,0.0039598555,0.0009492163,0.00037447223,0.00008976991,0.040132523],"genre_scores_gemma":[0.8861441,0.08277479,0.00089923816,0.019219268,0.007258003,0.000075579585,0.00002531243,0.000068343434,0.0035353734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961608,0.0003717742,0.001563542,0.00022407963,0.00060430233,0.0010755049],"domain_scores_gemma":[0.99729747,0.0001410941,0.0009105139,0.0003383157,0.0010117416,0.00030086443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00241178,0.00033230014,0.0007759745,0.00016566656,0.0010493564,0.00003451828,0.00059316197,0.00027403978,0.0041301395],"category_scores_gemma":[0.0006615401,0.00025300804,0.00018003999,0.00075375574,0.00023154153,0.00051534205,0.00038942305,0.0012609902,0.00047684068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000977392,0.00004999729,0.8615301,0.001571122,0.00010450028,0.00003111759,0.0009972475,2.231721e-7,0.0000026783318,0.01889432,0.110393815,0.006327139],"study_design_scores_gemma":[0.0012747762,0.0002663103,0.6957197,0.010145457,0.00004131952,0.00005007507,0.0005765208,0.0000012188702,0.0000032456724,0.008380568,0.2833055,0.00023530508],"about_ca_topic_score_codex":0.0007473897,"about_ca_topic_score_gemma":0.0036687453,"teacher_disagreement_score":0.17291167,"about_ca_system_score_codex":0.00030721503,"about_ca_system_score_gemma":0.0008925362,"threshold_uncertainty_score":0.9999922},"labels":[],"label_agreement":null},{"id":"W2897061511","doi":"","title":"Intensification of Work in Female Professions : The Hidden Dimension","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Dimension (graph theory); Work (physics); Gender studies; Sociology; Mathematics; Engineering","score_opus":0.07894346274425043,"score_gpt":0.4007086756608711,"score_spread":0.32176521291662064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897061511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566991,0.0014367605,0.0000113293445,0.027881008,0.0031840478,0.001349236,0.000030558615,0.00008084835,0.009327158],"genre_scores_gemma":[0.97712684,0.00013887478,0.00016596087,0.0011571822,0.00040904997,0.00023326123,0.000028685916,0.00003198794,0.020708159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965914,0.0010727566,0.0010678713,0.0004049077,0.00023905454,0.0006240132],"domain_scores_gemma":[0.9962806,0.0013876272,0.00084442244,0.00070865796,0.0007080146,0.000070680195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012425546,0.00026164358,0.0006755642,0.00025182325,0.00081000564,0.0000027380775,0.00049837696,0.0003489185,0.0005828884],"category_scores_gemma":[0.0004502079,0.00017527313,0.00012504394,0.0004773793,0.0021937813,0.00010874499,0.0005007712,0.0008261309,0.00032853696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043170454,0.00020180609,0.6920629,0.00015040663,0.00019121167,0.0000024090864,0.044122323,4.865532e-7,0.0015202333,0.008998426,0.24993171,0.0023863413],"study_design_scores_gemma":[0.0016827981,0.00025587366,0.92669916,0.0010625048,0.000116183444,6.050401e-7,0.022177784,0.000015871281,0.0008707827,0.006485334,0.040286172,0.00034694464],"about_ca_topic_score_codex":0.00045034182,"about_ca_topic_score_gemma":0.0015962468,"teacher_disagreement_score":0.2346362,"about_ca_system_score_codex":0.000088692286,"about_ca_system_score_gemma":0.00015899871,"threshold_uncertainty_score":0.8083078},"labels":[],"label_agreement":null},{"id":"W2897251772","doi":"","title":"The Employment Situation, January","year":2008,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nonfarm payrolls; Payroll; Unemployment; Labour economics; Demographic economics; Economics; Unemployment rate; Quarter (Canadian coin); Demography; Geography; Economic growth; Sociology; Agriculture; Management","score_opus":0.06405200427300371,"score_gpt":0.3751256422558086,"score_spread":0.31107363798280485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897251772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6510821,0.00051539915,0.000008490594,0.023987211,0.0017517733,0.00015077501,0.000015195813,0.00013175623,0.32235733],"genre_scores_gemma":[0.81926936,0.00048944476,0.000013873131,0.00062340236,0.000647321,0.00014303737,0.00001836238,0.000014312777,0.17878087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990306,0.00009327771,0.0003412078,0.00016168381,0.000055991815,0.00031722224],"domain_scores_gemma":[0.99929,0.0002780063,0.00011387701,0.00024700433,0.000019658146,0.00005148153],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002342521,0.000102340244,0.00013535612,0.000049499948,0.002444389,0.000004755318,0.00013975725,0.000049589955,0.00079732673],"category_scores_gemma":[0.000014428544,0.00006990091,0.00006108023,0.000044054475,0.00008304794,0.000075349206,0.00006733121,0.00015418393,0.001984896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017273533,0.0000121465855,0.2600743,0.0000023519738,0.000052184227,0.0000016798118,0.0041086115,0.0000065233758,0.0000033636986,0.0057913275,0.7183235,0.011606696],"study_design_scores_gemma":[0.00032353154,0.000021781816,0.43521923,0.00000483001,0.0000058265223,8.607552e-7,0.00045716486,0.000012006484,0.0000055842347,0.0004508493,0.56342787,0.00007046514],"about_ca_topic_score_codex":0.00025965052,"about_ca_topic_score_gemma":0.0012921412,"teacher_disagreement_score":0.17514496,"about_ca_system_score_codex":0.00016770605,"about_ca_system_score_gemma":0.00007828975,"threshold_uncertainty_score":0.9988543},"labels":[],"label_agreement":null},{"id":"W2897271015","doi":"10.1016/j.healthpol.2018.10.011","title":"Income-based inequities in access to psychotherapy and other mental health services in Canada and Australia","year":2018,"lang":"en","type":"article","venue":"Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mental health; Payment; Distribution (mathematics); Public health insurance; Business; Health insurance; Medicine; Economic growth; Health care; Psychiatry; Economics; Finance","score_opus":0.10866639843857771,"score_gpt":0.5168420718549834,"score_spread":0.4081756734164057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897271015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8538012,0.00032577218,0.0000015376802,0.14422557,0.00023229944,0.0010450812,0.000105924555,0.000019776446,0.00024282659],"genre_scores_gemma":[0.85619724,0.0004226529,0.00005836012,0.14262122,0.00029731792,0.00012079795,0.000005410409,0.000022456059,0.00025452775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774855,0.00035854857,0.0006032439,0.0002769395,0.00016360446,0.00084912375],"domain_scores_gemma":[0.9992204,0.00009250994,0.00017867971,0.0001629187,0.000028582608,0.0003169266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005505881,0.00017766638,0.00040300091,0.0003530769,0.0005019869,0.000014181081,0.00013550487,0.000054628996,0.000100876496],"category_scores_gemma":[0.0000068552836,0.00015844613,0.000008728833,0.00041726162,0.00005963533,0.000096955475,0.000074371914,0.00021320935,0.000008178198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009044045,0.000017903738,0.9696438,0.00079053995,0.0000046683103,4.462355e-7,0.02086519,5.1821854e-7,0.0000018269518,0.001079643,0.005871772,0.0016332795],"study_design_scores_gemma":[0.0014753097,0.00021552337,0.92783254,0.00084334234,4.3968504e-7,3.0588996e-7,0.0022174018,0.000009191706,0.0000020366801,0.00035591816,0.06692367,0.00012430426],"about_ca_topic_score_codex":0.9974626,"about_ca_topic_score_gemma":0.9995629,"teacher_disagreement_score":0.061051898,"about_ca_system_score_codex":0.001208965,"about_ca_system_score_gemma":0.0027863185,"threshold_uncertainty_score":0.64612454},"labels":[],"label_agreement":null},{"id":"W2897298178","doi":"10.1108/ijwhm-04-2018-0043","title":"Health of caregiver-employees in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Workplace Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; McMaster University","funders":"","keywords":"Statistic; Originality; Psychology; Mental health; Value (mathematics); Work (physics); Gerontology; Social psychology; Nursing; Medicine; Psychiatry","score_opus":0.032302960783847,"score_gpt":0.401274655884752,"score_spread":0.368971695100905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897298178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5870007,0.0047421195,0.001399557,0.36863998,0.01639086,0.0015286083,0.000061876344,0.000028598692,0.020207671],"genre_scores_gemma":[0.9892129,0.0020850312,0.00055390724,0.0062451097,0.0005702887,0.000011530278,0.0000042821293,0.000015126448,0.0013018837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996822,0.00032655863,0.0014353048,0.000142939,0.0008410138,0.00043218568],"domain_scores_gemma":[0.9975197,0.00018632975,0.0014355,0.00014067911,0.00056911405,0.00014871475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012520212,0.00012881914,0.0004474881,0.00035572785,0.00018765838,0.0000047649173,0.00045967443,0.00002866078,0.00018310446],"category_scores_gemma":[0.000044487646,0.00011227897,0.000057657657,0.00021950473,0.00004886613,0.00010131179,0.00020411103,0.00032800713,0.000010875107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042291006,0.00013595255,0.62150913,0.00041709864,0.00035502217,0.000061745755,0.0065206005,0.00007230837,6.3682523e-7,0.0049070213,0.3237965,0.04180106],"study_design_scores_gemma":[0.0035646022,0.0007225153,0.5715363,0.0036672496,0.000013037017,0.0000073293922,0.023074754,0.00002601142,0.0000061741657,0.0009892667,0.3961963,0.00019646919],"about_ca_topic_score_codex":0.5571459,"about_ca_topic_score_gemma":0.8732494,"teacher_disagreement_score":0.4022121,"about_ca_system_score_codex":0.0030879802,"about_ca_system_score_gemma":0.002447467,"threshold_uncertainty_score":0.8074961},"labels":[],"label_agreement":null},{"id":"W2897310223","doi":"10.1177/1090198118806970","title":"Does Economic Abuse Affect the Health Outcomes of Women in Ghana?","year":2018,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland; University of Ghana","keywords":"Psychosocial; Affect (linguistics); Environmental health; Medicine; Domestic violence; Poverty; Suicide prevention; Psychology; Poison control; Gerontology; Psychiatry; Economic growth; Economics","score_opus":0.06750139807108559,"score_gpt":0.4776094513766773,"score_spread":0.41010805330559175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897310223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421206,0.0002546313,0.0000016314171,0.05113666,0.0039278013,0.0021608612,0.000029035182,0.000046370948,0.0003224168],"genre_scores_gemma":[0.98561794,0.00028173943,0.00008180406,0.007299903,0.000450773,0.0023048224,0.000019473815,0.00002630077,0.003917268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705863,0.00070111215,0.00091220665,0.000268095,0.00014290892,0.0009170689],"domain_scores_gemma":[0.9982439,0.0003545317,0.00060563296,0.00045345715,0.000098538374,0.00024388233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276212,0.00016418152,0.00050523336,0.00017976029,0.0008913884,0.0000060387047,0.00020312224,0.00007335362,0.00063574914],"category_scores_gemma":[0.0000716653,0.00009125314,0.00005373942,0.00017009128,0.00013472054,0.00009661625,0.000052878517,0.00028287896,0.00020177454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019513698,0.00024337911,0.892928,0.00012580787,0.000007990499,4.6417377e-8,0.08294152,4.5808505e-8,0.0000012817322,0.00080050697,0.01188716,0.0110447565],"study_design_scores_gemma":[0.00037518996,0.00025119356,0.9288769,0.00012246353,0.0000060645793,1.5278253e-7,0.038511496,5.7956674e-7,0.0000045321726,0.00008413613,0.03167933,0.00008800936],"about_ca_topic_score_codex":0.016296567,"about_ca_topic_score_gemma":0.020494256,"teacher_disagreement_score":0.04443002,"about_ca_system_score_codex":0.0021584597,"about_ca_system_score_gemma":0.003501781,"threshold_uncertainty_score":0.9973792},"labels":[],"label_agreement":null},{"id":"W2897592208","doi":"10.1186/s12961-018-0365-2","title":"Globalisation and neoliberalism as structural drivers of health inequities","year":2018,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; World Bank Group; Bill and Melinda Gates Foundation","keywords":"Neoliberalism (international relations); Globalization; Accountability; Sociology; Political science; Political economy; Corporate governance; Capitalism; Health policy; Politics; Bureaucracy; Public administration; Economic growth; Health care; Economics; Law; Management","score_opus":0.4524005832085849,"score_gpt":0.5997411060617208,"score_spread":0.14734052285313592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897592208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8890025,0.0057312944,0.0000103415,0.09176188,0.0005491186,0.0018729359,0.00009292964,0.000059068905,0.01091993],"genre_scores_gemma":[0.9888915,0.002521859,0.000017359334,0.0027882305,0.0012005186,0.00006962839,0.000014279685,0.000014815165,0.0044818185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9941177,0.003133069,0.00082905387,0.00026038897,0.0006031966,0.0010566141],"domain_scores_gemma":[0.9978641,0.000666756,0.00033372725,0.00021241486,0.0005649011,0.00035804996],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058651213,0.0001327522,0.00051500375,0.00034260182,0.002741842,0.00002625336,0.00010432949,0.00010897532,0.00002936123],"category_scores_gemma":[0.0006858556,0.00010498781,0.000020767293,0.00036612694,0.00066044077,0.00014030386,0.0002280606,0.00036587182,0.000024401515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109978515,0.000015487032,0.10347608,0.005939814,0.000060035305,0.0000010938404,0.12263805,5.634961e-7,0.000022594371,0.6693382,0.09032795,0.008070137],"study_design_scores_gemma":[0.0035161823,0.0044239652,0.49016374,0.003685392,0.000007770951,0.000025365238,0.11286996,0.000441957,0.000009780533,0.045946024,0.33847517,0.0004346879],"about_ca_topic_score_codex":0.17001791,"about_ca_topic_score_gemma":0.0023080248,"teacher_disagreement_score":0.6233922,"about_ca_system_score_codex":0.00037780943,"about_ca_system_score_gemma":0.0016339005,"threshold_uncertainty_score":0.99855644},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2897733364","doi":"10.1002/ehf2.12369","title":"Self-Reported Health and Quality of Life Outcomes of Heart Failure Patients in the Aftermath of a National Economic Crisis: A Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Háskóli Íslands","keywords":"Medicine; Quality of life (healthcare); Anxiety; EQ-5D; Depression (economics); Heart failure; Visual analogue scale; Cross-sectional study; Health care; Scale (ratio); Hospital Anxiety and Depression Scale; Public health; Gerontology; Psychiatry; Physical therapy; Health related quality of life; Internal medicine; Disease; Nursing","score_opus":0.07572677808053888,"score_gpt":0.43986667248010736,"score_spread":0.3641398943995685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897733364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873376,0.000052185118,0.0000013529401,0.010930854,0.00018808282,0.0012449913,0.00015419105,0.00002324805,0.00006747668],"genre_scores_gemma":[0.99804795,0.0000050970275,0.00036396453,0.0013107124,0.00010452002,0.000106116764,0.000021631833,0.000012636724,0.000027344602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963653,0.0008954503,0.0016338003,0.00028532048,0.0005302406,0.000289851],"domain_scores_gemma":[0.99799114,0.0004748415,0.00067058596,0.00027645376,0.0004975029,0.000089497094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025080482,0.00016918621,0.0006658467,0.00015567026,0.00036943384,0.000008193787,0.00013140481,0.00011482153,0.000089327],"category_scores_gemma":[0.00034413525,0.0001223478,0.00009973739,0.00016719139,0.00015117456,0.00014583959,0.00013679462,0.0002768607,0.000012550854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091240814,0.0005160296,0.9621408,0.00026349828,0.00015572,6.314717e-8,0.014431789,7.1630416e-7,0.0000068728323,0.0002738364,0.022117672,0.0000017680425],"study_design_scores_gemma":[0.0019551264,0.00044695,0.9840657,0.000041372074,0.000008741652,3.3437829e-7,0.008516058,0.0000031890065,0.0000040098307,0.00012568683,0.004742498,0.00009030491],"about_ca_topic_score_codex":0.00366428,"about_ca_topic_score_gemma":0.008072265,"teacher_disagreement_score":0.021924935,"about_ca_system_score_codex":0.000098454286,"about_ca_system_score_gemma":0.00061691034,"threshold_uncertainty_score":0.553932},"labels":[],"label_agreement":null},{"id":"W2897781531","doi":"10.1016/j.rssm.2018.10.001","title":"Gendered pathways from school to work: The association between field of study and non-standard employment outcomes in Canada","year":2018,"lang":"en","type":"article","venue":"Research in Social Stratification and Mobility","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Inequality; Field (mathematics); Work (physics); Representation (politics); Association (psychology); Demographic economics; Gender inequality; Career Pathways; Labour economics; Sociology; Psychology; Political science; Economics; Law","score_opus":0.21371712790089548,"score_gpt":0.49703627028947606,"score_spread":0.2833191423885806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897781531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98898107,0.000021236645,0.00001634433,0.008234308,0.00006146225,0.0018253432,0.00008268254,0.000005069281,0.00077250245],"genre_scores_gemma":[0.999376,0.000017673363,0.0000093911585,0.00009059666,0.00010830091,0.00029836575,0.000006922085,0.000004055414,0.000088692446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733514,0.0011817985,0.00044367972,0.00023597063,0.00050446583,0.0002989279],"domain_scores_gemma":[0.9976238,0.0017723505,0.00009379099,0.00016292247,0.00027158417,0.000075546835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040169954,0.00007274274,0.00023804327,0.000053283413,0.00068499753,0.000014919447,0.00010636183,0.00006696753,0.000046112935],"category_scores_gemma":[0.00077229604,0.000054573316,0.000012519737,0.00028435583,0.00006386326,0.00004224547,0.00012435281,0.0003917472,0.0000020748382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006369029,0.000061445644,0.9821471,0.000013381507,0.00002577092,2.0298849e-7,0.011032683,5.3376752e-8,0.00003322651,0.00006834802,0.0014264496,0.0051276395],"study_design_scores_gemma":[0.0004383894,0.00010433385,0.9714919,0.000019331454,0.000004444094,1.0296822e-9,0.02637296,0.0000015343472,0.000059889524,0.0012018506,0.00025977343,0.00004561537],"about_ca_topic_score_codex":0.6831643,"about_ca_topic_score_gemma":0.9143081,"teacher_disagreement_score":0.23114379,"about_ca_system_score_codex":0.00089423,"about_ca_system_score_gemma":0.00070616195,"threshold_uncertainty_score":0.52685165},"labels":[],"label_agreement":null},{"id":"W2897867437","doi":"10.1002/hast.907","title":"Precarious Aging: <i>Insecurity and Risk in Late Life</i>","year":2018,"lang":"en","type":"article","venue":"The Hastings Center Report","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Gerontology; Medicine","score_opus":0.04350012840476726,"score_gpt":0.364285330173786,"score_spread":0.32078520176901876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897867437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97009575,0.00023742988,0.00003372869,0.0036639231,0.0006702894,0.00044361118,0.00000720023,0.000100868114,0.0247472],"genre_scores_gemma":[0.9949362,0.00015579454,0.000037418806,0.0009931112,0.0004379765,0.000041146148,0.00000494877,0.00001928434,0.0033740657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841905,0.00021846931,0.0005071586,0.00027117124,0.00015920009,0.00042492663],"domain_scores_gemma":[0.9989644,0.0001789505,0.00037702685,0.00029546075,0.00010686366,0.000077255405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013681091,0.00013784437,0.00021301622,0.0000413496,0.00090567913,0.000012312369,0.00011234679,0.000064885295,0.000055132372],"category_scores_gemma":[0.00054227334,0.00009054038,0.0000334345,0.00011809245,0.00018816665,0.00007202463,0.00035356786,0.00045934573,0.000062689265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029201494,0.000028250864,0.97047436,0.000029765522,0.000031112228,0.000034523928,0.02222495,1.9696967e-7,0.000020079095,0.00005020836,0.0065604174,0.0005169132],"study_design_scores_gemma":[0.0010504823,0.00007183073,0.8641132,0.00029936162,0.000048001206,0.000025993893,0.00063713716,0.00005965351,0.000032880944,0.0019392337,0.13153803,0.00018420744],"about_ca_topic_score_codex":0.002381301,"about_ca_topic_score_gemma":0.0019373862,"teacher_disagreement_score":0.12497762,"about_ca_system_score_codex":0.000033353834,"about_ca_system_score_gemma":0.000055503922,"threshold_uncertainty_score":0.69658434},"labels":[],"label_agreement":null},{"id":"W289855181","doi":"","title":"The Impact of Precarious Legal Status on Immigrants' Economic Outcomes","year":2012,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Legal status; Political science; Residence; Latin Americans; Settlement (finance); Sociology; Business; Economics; Law; Payment","score_opus":0.04472067879271283,"score_gpt":0.4405852891964567,"score_spread":0.3958646104037438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W289855181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8994212,0.00026471744,0.0000022673285,0.0011485601,0.0007573978,0.00035334853,0.000030479205,0.000042374875,0.09797964],"genre_scores_gemma":[0.98195374,0.00014910407,0.000007948067,0.00015390383,0.00014156624,0.00003913389,0.0000031884233,0.000012739966,0.017538663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879533,0.00013005438,0.0003098521,0.00008134398,0.00008000755,0.0006034346],"domain_scores_gemma":[0.9987704,0.00075552205,0.0001260975,0.000233277,0.000025921237,0.00008878667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033664153,0.00011851506,0.00021648873,0.000031754043,0.0005752297,0.000004549843,0.00009657891,0.00005379078,0.0005033136],"category_scores_gemma":[0.000056805526,0.000054442175,0.00014024692,0.000026362286,0.00004778405,0.00010088807,0.00007565261,0.00017705117,0.00054216746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050668143,0.000033404234,0.9412041,0.0000060648345,0.00013014002,6.225002e-8,0.0023556573,0.0000030665296,0.000007916552,0.01179419,0.043275166,0.0011395629],"study_design_scores_gemma":[0.0004038002,0.00009326077,0.96464384,0.000009762168,0.000011767341,6.295199e-8,0.0012090947,0.0000038021517,0.000018759773,0.00013043139,0.03340734,0.00006809831],"about_ca_topic_score_codex":0.03303386,"about_ca_topic_score_gemma":0.0027217325,"teacher_disagreement_score":0.08253254,"about_ca_system_score_codex":0.00018683578,"about_ca_system_score_gemma":0.000110487614,"threshold_uncertainty_score":0.97340524},"labels":[],"label_agreement":null},{"id":"W2899219976","doi":"10.1177/1469540518810277","title":"James Cairns, <i>The Myth of the Age of Entitlement: Millennials, Austerity, and Hope</i>","year":2018,"lang":"en","type":"article","venue":"Journal of Consumer Culture","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Entitlement (fair division); Mythology; Sociology; Gender studies; Political science; Art; Politics; Economics; Law","score_opus":0.03571046683271523,"score_gpt":0.3629193397905131,"score_spread":0.3272088729577979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899219976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93833,0.022167208,0.000013156113,0.02794673,0.0018013255,0.00056169776,0.00006903331,0.000007564615,0.009103295],"genre_scores_gemma":[0.9861481,0.0050264937,0.000086568114,0.0029870812,0.00046769145,0.0000041386625,0.0000012382999,0.000011021678,0.0052676755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998715,0.00025638347,0.000543047,0.000064997104,0.0002655564,0.00015501972],"domain_scores_gemma":[0.9985451,0.000092517526,0.0006872662,0.00016375132,0.0004774842,0.000033851356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051615416,0.00009771649,0.00029067663,0.000027522152,0.0003818647,0.000006186615,0.00022096596,0.00007936805,0.00016129142],"category_scores_gemma":[0.00011363133,0.000042467294,0.00010237334,0.000095940995,0.00035596633,0.00006566923,0.00018353277,0.00033317966,0.0000055364226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010022209,0.0000511079,0.14669697,0.00019986102,0.0002947744,0.0000029571922,0.022605509,5.812034e-8,0.004359195,0.00039255273,0.8245396,0.0007571839],"study_design_scores_gemma":[0.00077630964,0.00014209765,0.037579224,0.00045273383,0.00016762604,0.0000074889267,0.004722113,1.7058193e-7,0.0007268258,0.0002987754,0.9550701,0.00005657794],"about_ca_topic_score_codex":0.00008445352,"about_ca_topic_score_gemma":0.00021730346,"teacher_disagreement_score":0.13053045,"about_ca_system_score_codex":0.000015439555,"about_ca_system_score_gemma":0.00006764593,"threshold_uncertainty_score":0.29370332},"labels":[],"label_agreement":null},{"id":"W2899315273","doi":"10.1186/s13033-018-0245-8","title":"Feasibility and acceptability of strategies to address mental health and mental ill-health in the Australian coal mining industry","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Research; Australian Coal Industry’s Research Program; McGill University","keywords":"Mental health; Supervisor; Psychology; Nursing; Coal mining; Medicine; Medical education; Applied psychology; Psychiatry; Management; Engineering; Coal","score_opus":0.14059626977598055,"score_gpt":0.5013866100368796,"score_spread":0.360790340260899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899315273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89964366,0.0020065648,0.000008446241,0.09313337,0.0028654896,0.0016316071,0.0004095931,0.000009319963,0.00029194212],"genre_scores_gemma":[0.994801,0.0006093786,0.0001256453,0.0037128713,0.00059276726,0.00002240041,0.00003121333,0.00001341516,0.00009131882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99501145,0.0013954935,0.001976797,0.00027472523,0.0008242763,0.0005172341],"domain_scores_gemma":[0.9974463,0.00020870264,0.0014734928,0.00015682357,0.00031148866,0.00040319044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048019555,0.00021388005,0.0006537237,0.00022540045,0.0007139741,0.000047709593,0.00037825864,0.00012334854,0.00007342989],"category_scores_gemma":[0.00006956343,0.00015467715,0.00005933402,0.0001438518,0.00025077333,0.00033490147,0.00021595055,0.0006806315,0.0000022067948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066820445,0.00025558844,0.8382773,0.00055596634,0.00009941658,0.0000021656049,0.12003019,0.0000016894638,0.00001455305,0.000437191,0.03589038,0.0037673586],"study_design_scores_gemma":[0.0027450877,0.001916113,0.61083883,0.0017069634,0.0000035210558,0.000095099924,0.361188,0.000020306903,0.000005172394,0.00006808548,0.021279057,0.0001337823],"about_ca_topic_score_codex":0.005546192,"about_ca_topic_score_gemma":0.0034648813,"teacher_disagreement_score":0.2411578,"about_ca_system_score_codex":0.0012508917,"about_ca_system_score_gemma":0.0010302999,"threshold_uncertainty_score":0.838422},"labels":[],"label_agreement":null},{"id":"W2899391006","doi":"10.29173/cjfy29352","title":"“It was a Meaningless Job”: Exploring Youth Post-Secondary Students’ Employment in the Fast Food Industry","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Prestige; Meaning (existential); Perception; Precarious work; Psychology; Engineering","score_opus":0.08260117128856581,"score_gpt":0.3437444490436838,"score_spread":0.261143277755118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899391006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806393,0.001971935,0.000022656199,0.0058590854,0.0012670086,0.0002895833,0.00019721783,0.000009501196,0.009743725],"genre_scores_gemma":[0.9879636,0.00051626336,0.000040818566,0.009977255,0.0011531007,0.00001887933,0.000005825094,0.000057611345,0.00026665014],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9947935,0.0018703273,0.0011281164,0.00025296703,0.00055078976,0.0014042986],"domain_scores_gemma":[0.99655235,0.0004599985,0.0006147377,0.0002495962,0.0006565951,0.0014667162],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058474387,0.00037871342,0.0006058495,0.0007782207,0.0022153193,0.00024921956,0.0009068598,0.00041744087,0.000050577317],"category_scores_gemma":[0.00055035995,0.00028985582,0.00016244288,0.0004274079,0.0003445096,0.00053651514,0.00010273112,0.0041886107,0.000003951847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103191516,0.00003732854,0.55490035,0.000034865516,0.00018659182,0.0009639349,0.43968004,0.000013038598,0.000016875787,0.00076892495,0.0025453463,0.0007495019],"study_design_scores_gemma":[0.001792937,0.00066770846,0.47104394,0.0007177732,0.00009772055,0.0005258688,0.5158425,0.0000013134767,0.000004611295,0.00029164326,0.008767182,0.0002468113],"about_ca_topic_score_codex":0.103576005,"about_ca_topic_score_gemma":0.56310827,"teacher_disagreement_score":0.45953226,"about_ca_system_score_codex":0.0010628315,"about_ca_system_score_gemma":0.0076575004,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W2899465712","doi":"10.1177/0143831x18805848","title":"The association between perceived personal power, team commitment and intrinsic motivation for permanent and temporary workers","year":2018,"lang":"en","type":"article","venue":"Economic and Industrial Democracy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Perception; Association (psychology); Power (physics); Psychology; Sample (material); Social psychology; Multilevel model; Personal protective equipment; Medicine; Computer science","score_opus":0.0708891507943617,"score_gpt":0.339536423033425,"score_spread":0.2686472722390633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899465712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97581273,0.00015465257,0.000003562008,0.020484682,0.0006541832,0.0009518958,0.00004985294,0.000023425038,0.0018650425],"genre_scores_gemma":[0.994659,0.0002683678,0.000010388683,0.00035018075,0.0018118198,0.00006289388,0.00003210635,0.000012382696,0.0027928432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896544,0.00015800694,0.0003437738,0.0002132422,0.00005778921,0.00026173575],"domain_scores_gemma":[0.99822223,0.0013357174,0.00024800433,0.000069780326,0.00004560123,0.00007869219],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006968359,0.00012671805,0.00021615744,0.00003763354,0.0022402909,0.000040427036,0.000047026933,0.00018429551,0.000026774034],"category_scores_gemma":[0.00020462496,0.00009481884,0.000027412043,0.00002254016,0.00012273937,0.00016623459,0.000104242514,0.00024383496,0.00001112375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009025506,0.00000509398,0.8843468,0.0000060280154,0.00009763917,3.3880188e-8,0.0017939305,1.8984462e-8,0.00000245351,0.00018724661,0.1044202,0.009050295],"study_design_scores_gemma":[0.002132742,0.00022429306,0.88639987,0.000045383345,0.000049945163,2.1315168e-7,0.0045451536,0.000025616113,0.000002025681,0.0009806238,0.10548223,0.00011190261],"about_ca_topic_score_codex":0.00017836053,"about_ca_topic_score_gemma":0.000053232496,"teacher_disagreement_score":0.020134501,"about_ca_system_score_codex":0.00023960107,"about_ca_system_score_gemma":0.00007212496,"threshold_uncertainty_score":0.99905866},"labels":[],"label_agreement":null},{"id":"W2900282083","doi":"10.1093/geroni/igy023.3228","title":"THE EXPERIENCE OF STIGMA IN CARE PARTNERS OF PEOPLE WITH DEMENTIA - RESULTS FROM AN EXPLORATORY STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Misericordia Community Hospital; University of Alberta; Covenant Health","funders":"","keywords":"Dementia; Stigma (botany); Coping (psychology); Psychology; Exploratory research; Clinical psychology; Medicine; Psychiatry; Disease","score_opus":0.08409133133153197,"score_gpt":0.4390442556787323,"score_spread":0.3549529243472003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900282083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99834883,0.000058626694,0.000037601676,0.00031144902,0.0001609999,0.00040441728,0.000007798823,0.000013288232,0.0006569609],"genre_scores_gemma":[0.99965775,0.000005261655,0.000059651982,0.00006322262,0.000047468293,0.00012805445,0.000015147032,0.0000067262336,0.000016742626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864113,0.00020094609,0.00067259057,0.000151674,0.00018128863,0.00015236594],"domain_scores_gemma":[0.99884045,0.00018405776,0.00032139278,0.00021672678,0.0004288266,0.000008546139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006439869,0.00006596678,0.00013203114,0.00014372892,0.00027531185,0.0000035150483,0.000112748705,0.000024118031,0.000009407548],"category_scores_gemma":[0.00014536238,0.0000462909,0.000004416973,0.0009665854,0.00008827153,0.0001525171,0.00007156712,0.00011776621,0.0000011322109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007132411,0.000027722539,0.61276793,0.00000892173,0.000007333475,2.7799817e-7,0.38631937,0.000003648604,0.00013618851,0.00026020777,0.000057612884,0.00033944176],"study_design_scores_gemma":[0.00079756125,0.0000813997,0.55083317,0.00013733974,0.0000027077303,4.3130624e-9,0.44755045,0.000009594999,0.00032458414,0.00006557514,0.00016211993,0.000035522444],"about_ca_topic_score_codex":0.0027059356,"about_ca_topic_score_gemma":0.04501396,"teacher_disagreement_score":0.061934814,"about_ca_system_score_codex":0.00003732878,"about_ca_system_score_gemma":0.00007552704,"threshold_uncertainty_score":0.97241205},"labels":[],"label_agreement":null},{"id":"W2901042495","doi":"10.1177/0020731418809857","title":"The Uneven Foci of Work Disability Research Across Cause-based and Comprehensive Social Security Systems","year":2018,"lang":"en","type":"review","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Entitlement (fair division); Scope (computer science); Inclusion (mineral); Social security; Work (physics); Disability benefits; Disability studies; Sociology; Welfare; Medical model of disability; Social Welfare; Public relations; Public economics; Political science; Medicine; Computer science; Social science; Economics; Law; Psychiatry; Engineering","score_opus":0.293383071644542,"score_gpt":0.6037582385579465,"score_spread":0.3103751669134045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901042495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007847543,0.97980934,0.000002459877,0.0075849965,0.0033281008,0.0010808377,0.00026532527,0.000010845924,0.00007052032],"genre_scores_gemma":[0.01836619,0.97877234,0.000010527143,0.00022916982,0.0024331622,0.00006561913,0.00003053718,0.00003124923,0.000061212704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99090445,0.0043104133,0.0025747018,0.00024692007,0.0013791772,0.0005843118],"domain_scores_gemma":[0.9872169,0.0049660886,0.0037343984,0.00022352509,0.0037336128,0.00012549956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007232446,0.00026471756,0.0015487866,0.00011682823,0.0020999939,0.00006445224,0.0010323421,0.00027479976,0.000013789933],"category_scores_gemma":[0.00010497096,0.00015739712,0.00029356292,0.00028600378,0.00062925165,0.0001151853,0.00052227604,0.0013780087,0.000011578032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014875828,0.00081688253,0.0756147,0.34969446,0.0067611397,0.00004307464,0.077145055,0.0000031246827,1.3551356e-7,0.0037705356,0.046581496,0.43808183],"study_design_scores_gemma":[0.00047886797,0.0001517754,0.0056618047,0.034283735,0.000067935915,0.000005638523,0.00872925,0.00000280823,2.6832833e-8,0.00048929517,0.95002204,0.000106848085],"about_ca_topic_score_codex":0.0020950264,"about_ca_topic_score_gemma":0.0014460954,"teacher_disagreement_score":0.90344054,"about_ca_system_score_codex":0.0006978898,"about_ca_system_score_gemma":0.0011183849,"threshold_uncertainty_score":0.99919915},"labels":[],"label_agreement":null},{"id":"W2901113598","doi":"10.3138/cpp.2018-012","title":"Paving the Way for the Future of Work","year":2018,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Work (physics); Job market; Gig economy; Emerging technologies; Economic growth; Political science; Business; Economic system; Economics; Market economy; Engineering","score_opus":0.06330967932124994,"score_gpt":0.38978154480706956,"score_spread":0.32647186548581963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901113598","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031823102,0.0013168822,0.000040421215,0.91397804,0.0018171696,0.0011006284,0.00013278924,0.000037823116,0.04975316],"genre_scores_gemma":[0.9660483,0.000063124935,0.000015952908,0.016226133,0.008340846,0.00021012286,0.0000061541186,0.000018415183,0.009070964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883777,0.00009857279,0.00019762084,0.00010671396,0.00008755,0.0006717473],"domain_scores_gemma":[0.99863225,0.00046870133,0.00009200732,0.0003679162,0.00023572159,0.00020341999],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005380794,0.00008934609,0.00011689299,0.0001255735,0.0025765349,0.0000146127295,0.0003929974,0.00009002827,0.00028460263],"category_scores_gemma":[0.00042233293,0.000045663237,0.000060004226,0.000495344,0.0002229455,0.00005397863,0.00006227794,0.00018993828,0.00005700326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036900456,0.000002231487,0.029778052,0.000016067946,0.000044590983,1.1222041e-7,0.0034637742,2.059744e-8,0.0000010724262,0.33441392,0.592573,0.039703485],"study_design_scores_gemma":[0.000132982,0.000017044535,0.09266144,0.000018908933,0.000009169527,1.514986e-7,0.0024619773,0.0000023376463,0.0000011308812,0.0019638452,0.9026814,0.00004958536],"about_ca_topic_score_codex":0.14781925,"about_ca_topic_score_gemma":0.682167,"teacher_disagreement_score":0.9342252,"about_ca_system_score_codex":0.0002450866,"about_ca_system_score_gemma":0.0018846153,"threshold_uncertainty_score":0.99872196},"labels":[],"label_agreement":null},{"id":"W2901172521","doi":"10.5465/ambpp.2012.13053abstract","title":"Nonstandard Employment and Workplace Profitability","year":2012,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Profitability index; Popularity; Labour economics; Economics; Business; Demographic economics; Econometrics; Psychology; Finance; Social psychology","score_opus":0.05433955670179175,"score_gpt":0.3920372026559161,"score_spread":0.3376976459541243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901172521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87504405,0.0010064183,0.000031002142,0.011333621,0.00017005953,0.001688372,0.0000060620255,0.00014495775,0.11057543],"genre_scores_gemma":[0.98928106,0.000637175,0.00080705923,0.0009776413,0.00020893403,0.0003064842,0.0000012840319,0.000022935465,0.0077574463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981434,0.00003285336,0.00050778745,0.00027755514,0.00037129625,0.00066715595],"domain_scores_gemma":[0.9993973,0.000092431466,0.00024587387,0.00006191468,0.00006053847,0.00014197188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015848171,0.00019653686,0.00030493957,0.00011699377,0.0004694367,0.0000067141236,0.00016622737,0.00013887191,0.00014192871],"category_scores_gemma":[0.00004828396,0.00016524742,0.00004563675,0.00021969219,0.00014627984,0.0004416086,0.000583364,0.00036363603,0.00004121756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079876496,0.000067746165,0.85762525,0.0008933096,0.000115745424,8.46129e-8,0.0033160683,2.687485e-8,0.000051298928,0.087829165,0.04154452,0.008476898],"study_design_scores_gemma":[0.0009273374,0.000054822183,0.7094468,0.00038704404,0.00013115528,4.2582542e-7,0.006648626,0.0000015597775,0.00022651965,0.0019609877,0.2799832,0.00023155186],"about_ca_topic_score_codex":0.000009380165,"about_ca_topic_score_gemma":5.0954907e-7,"teacher_disagreement_score":0.23843867,"about_ca_system_score_codex":0.00008938401,"about_ca_system_score_gemma":0.0000063605034,"threshold_uncertainty_score":0.6738594},"labels":[],"label_agreement":null},{"id":"W2901271079","doi":"10.6092/unibo/amsdottorato/8578","title":"L'Economia dei Tirocinanti. Tirocinio e Informalizzazione del lavoro in Emilia-Romagna","year":2018,"lang":"it","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03833049397194033,"score_gpt":0.3063219990622104,"score_spread":0.2679915050902701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901271079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9471156,0.0011687926,0.000040022795,0.00047603907,0.005638934,0.0012479179,0.0003102,0.00014007566,0.043862395],"genre_scores_gemma":[0.9646546,0.0011640337,0.00048814825,0.00018191258,0.0010728335,0.000014631754,0.0015719676,0.00005835285,0.030793507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99496573,0.00060430163,0.0014453658,0.0010797945,0.000802706,0.00110212],"domain_scores_gemma":[0.99565643,0.00028580686,0.0018348162,0.0007456406,0.001114559,0.0003627288],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006670293,0.0009281645,0.0016391822,0.0007102314,0.0036379418,0.000051262454,0.0011222301,0.0016120584,0.0010178615],"category_scores_gemma":[0.00015461307,0.001064588,0.00056341395,0.00075869507,0.0017071364,0.0016013555,0.00060994737,0.0014198301,0.0006914234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006780057,0.0017689861,0.8365848,0.0033267234,0.0023499106,0.001046645,0.04799085,0.00019530242,0.0031368213,0.037807725,0.056170445,0.0028417048],"study_design_scores_gemma":[0.0048078396,0.0012746583,0.76220566,0.003937759,0.00078341964,0.000042617958,0.04865599,0.0002742838,0.0005997237,0.00069141615,0.17470361,0.0020230277],"about_ca_topic_score_codex":0.014579993,"about_ca_topic_score_gemma":0.009317692,"teacher_disagreement_score":0.118533164,"about_ca_system_score_codex":0.0011592814,"about_ca_system_score_gemma":0.0023394616,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W2901440112","doi":"10.1016/j.rssm.2018.11.006","title":"Muslim women in the Canadian labor market: Between ethnic exclusion and religious discrimination","year":2018,"lang":"en","type":"article","venue":"Research in Social Stratification and Mobility","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Disadvantage; Racism; Unemployment; Ethnic group; Inequality; Educational attainment; Sociology; White (mutation); Human capital; Position (finance); Demographic economics; Gender studies; Labour economics; Economics; Political science; Economic growth; Law","score_opus":0.26771592452583637,"score_gpt":0.5360051558225557,"score_spread":0.26828923129671933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901440112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637062,0.00008864779,0.0000017320989,0.021983445,0.000033975462,0.0010526638,0.000026168827,0.000009342245,0.013097805],"genre_scores_gemma":[0.9985782,0.00032122855,0.0000028283723,0.00015591246,0.00022889154,0.00041345236,0.000018071489,0.0000049276023,0.00027649355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967259,0.0019538838,0.0002735839,0.00024147345,0.00029489415,0.00051022763],"domain_scores_gemma":[0.9988246,0.00066221465,0.00004292956,0.00014134856,0.00022039427,0.00010849044],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009492091,0.00006775835,0.00012258982,0.0001419914,0.0020240098,0.000026418707,0.00010912874,0.00012925833,0.000054284144],"category_scores_gemma":[0.00042815317,0.000051408857,0.000008982929,0.0004428208,0.00047336554,0.00007839845,0.000053045394,0.00051270355,0.000006247974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005524518,0.00008477427,0.54129034,0.00019060857,0.0000068726727,0.0000014895243,0.40822306,1.32559705e-8,0.00009578912,0.0038768714,0.0047971555,0.041377783],"study_design_scores_gemma":[0.00022384168,0.000052625535,0.90237945,0.000022599786,0.0000012850475,3.9001183e-8,0.0749079,0.00000715958,0.0000044211356,0.020292962,0.0020614935,0.00004621051],"about_ca_topic_score_codex":0.080003686,"about_ca_topic_score_gemma":0.59411556,"teacher_disagreement_score":0.5141119,"about_ca_system_score_codex":0.0005936594,"about_ca_system_score_gemma":0.00034402648,"threshold_uncertainty_score":0.9992752},"labels":[],"label_agreement":null},{"id":"W2901678059","doi":"10.1111/bjso.12303","title":"Managing a moral identity in debt advice conversations","year":2018,"lang":"en","type":"article","venue":"British Journal of Social Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Debt; Conversation; Negotiation; Social psychology; Psychology; Public relations; Business; Political science; Finance; Law","score_opus":0.06536381299804125,"score_gpt":0.4670548926480924,"score_spread":0.40169107965005113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901678059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022098,0.00056346797,0.00037913697,0.020801699,0.0029535266,0.00018558475,0.000009071073,0.000030709572,0.07286698],"genre_scores_gemma":[0.99305785,0.0004041421,0.00015213707,0.0039581745,0.001702182,0.000006719217,0.0000016793128,0.000012282014,0.00070483465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984825,0.00036940147,0.0005675435,0.00011076722,0.00015441811,0.00031532],"domain_scores_gemma":[0.9991253,0.00007969876,0.0003479173,0.000048683392,0.00034869998,0.000049706945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080405537,0.00006690574,0.00025582252,0.00013339384,0.0007043305,0.000011663383,0.00017678065,0.00012816077,0.0007914617],"category_scores_gemma":[0.00012668497,0.00008167848,0.00007438112,0.00026310395,0.0002100455,0.0002881841,0.000058082707,0.000550484,0.00010504106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022097921,0.00022164138,0.62064964,0.0000556861,0.00015310012,0.00040722644,0.020433228,2.0253805e-7,0.00009589584,0.009945708,0.3201601,0.027656622],"study_design_scores_gemma":[0.0018486155,0.00009179471,0.952533,0.00013490468,0.000021039918,0.00007159164,0.004313559,0.0000015901069,5.237542e-7,0.028805442,0.012097457,0.00008045115],"about_ca_topic_score_codex":0.0005957275,"about_ca_topic_score_gemma":0.0063358964,"teacher_disagreement_score":0.3318834,"about_ca_system_score_codex":0.00007902003,"about_ca_system_score_gemma":0.000060984385,"threshold_uncertainty_score":0.86659503},"labels":[],"label_agreement":null},{"id":"W2901969987","doi":"10.1111/imig.12523","title":"Introduction to Special Section on: Precarity, Illegality and Temporariness: Implications and Consequences of Canadian Migration Management","year":2018,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Immigration; Citizenship; Refugee; Precarity; Political science; Multitude; Human rights; Conditionality; Immigration detention; Law; Politics","score_opus":0.05143724284828886,"score_gpt":0.3743226383539114,"score_spread":0.3228853955056225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901969987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8308898,0.000012488134,0.00023554983,0.13910614,0.0024343592,0.0006520994,0.000060952123,0.000029009952,0.02657955],"genre_scores_gemma":[0.98974127,0.0001491996,0.00029209614,0.000519819,0.00704524,0.00012738667,0.000100509795,0.0000064545216,0.0020180538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999067,0.00008077497,0.00031213186,0.00025605227,0.0001590268,0.00012499746],"domain_scores_gemma":[0.9992174,0.00004851512,0.00012931105,0.0001144012,0.00041594694,0.000074440686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754864,0.00009314899,0.00010154566,0.0004960485,0.0004537684,0.000021773458,0.0000635868,0.00006590407,0.0001590382],"category_scores_gemma":[0.0000956016,0.00008827561,0.00001580906,0.00026179152,0.00011480824,0.00019369638,0.00004790648,0.00008879752,0.000023545477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017924696,0.000059817896,0.57631654,0.0000636947,0.00012245837,5.482381e-7,0.006506577,0.000007597965,0.0029128587,0.16412862,0.24199925,0.0077027697],"study_design_scores_gemma":[0.00019792058,0.000118050404,0.65969634,0.00004468073,0.00001519043,0.0000014122234,0.0007718695,0.000020101343,0.00041775368,0.0026410923,0.33599535,0.000080235965],"about_ca_topic_score_codex":0.060258117,"about_ca_topic_score_gemma":0.5413626,"teacher_disagreement_score":0.4811045,"about_ca_system_score_codex":0.00015029803,"about_ca_system_score_gemma":0.000053264797,"threshold_uncertainty_score":0.9459997},"labels":[],"label_agreement":null},{"id":"W2902078312","doi":"10.3138/cpp.2019-024","title":"Training and Skills Development Policy Options for the Changing World of Work","year":2019,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Retraining; Unemployment; Work (physics); Training (meteorology); Psychological intervention; Quality (philosophy); Technological change; Business; Order (exchange); Economics; Economic growth; Psychology; Engineering; Finance","score_opus":0.08315295415693387,"score_gpt":0.38688802695956864,"score_spread":0.3037350728026348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902078312","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.402525,0.0014071255,0.000180653,0.475035,0.001071795,0.0040025674,0.00024726804,0.0001213271,0.11540924],"genre_scores_gemma":[0.94840586,0.00004772823,0.00024034487,0.0059637562,0.0007372338,0.00031238,0.000017655128,0.00002516774,0.04424988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984541,0.00005531256,0.00028419224,0.0001588453,0.00009238509,0.00095516426],"domain_scores_gemma":[0.9987632,0.0004808681,0.00010571053,0.00020560512,0.0001078375,0.0003367598],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00055480766,0.00012318086,0.0002054248,0.0015388186,0.0013103345,0.000018159175,0.00017928115,0.000065137894,0.00013460591],"category_scores_gemma":[0.00039728326,0.00009450032,0.000042269585,0.0013898895,0.00007238824,0.00008777857,0.00008161273,0.00016304044,0.000033639462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003471388,0.000010180163,0.08589864,0.000100166995,0.00013448723,2.869062e-7,0.041412316,0.0000016099978,0.0000034455652,0.73880297,0.012466905,0.12116553],"study_design_scores_gemma":[0.00032589366,0.00000993756,0.09774746,0.00010387464,0.000007430155,3.2745209e-7,0.0039458424,0.000006216415,0.0000017644358,0.00077088183,0.8969693,0.00011103494],"about_ca_topic_score_codex":0.03914061,"about_ca_topic_score_gemma":0.22979003,"teacher_disagreement_score":0.8845024,"about_ca_system_score_codex":0.0005363111,"about_ca_system_score_gemma":0.0050762836,"threshold_uncertainty_score":0.9999898},"labels":[],"label_agreement":null},{"id":"W2902277120","doi":"10.1371/journal.pone.0208444","title":"Widening health inequalities between the employed and the unemployed: A decomposition of trends in Canada (2000-2014)","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Public Health Ontario; University of Toronto","funders":"","keywords":"Inequality; Unemployment; Socioeconomic status; Demographic economics; Social inequality; Health equity; Self-rated health; Epidemiology; Demography; Economics; Sociology; Medicine; Health care; Economic growth; Population; Mathematics","score_opus":0.09379474435519099,"score_gpt":0.37172306845784203,"score_spread":0.27792832410265106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902277120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625114,0.000627507,0.0000081723865,0.035246965,0.000072829476,0.00043271758,0.000047752666,0.000024051238,0.0010286018],"genre_scores_gemma":[0.9975372,0.00012865807,0.00006746008,0.0012846367,0.00029392785,0.00009108624,0.00002390206,0.000016840926,0.00055627525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765885,0.00085223425,0.00060534535,0.00016073235,0.00032744027,0.00039537714],"domain_scores_gemma":[0.99819237,0.0011247131,0.00028274415,0.00022499144,0.000118369906,0.000056799498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010699083,0.00012777519,0.0004661495,0.000089060864,0.00082876283,0.0000058960154,0.0001546403,0.0000423096,0.00011926857],"category_scores_gemma":[0.00008443979,0.00007370128,0.000024442412,0.00024107956,0.00023665455,0.000057379326,0.00014465096,0.00029649033,0.000005779223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011732501,0.000043092517,0.96918553,0.00012583962,0.00016817411,4.453607e-7,0.02027696,2.2698403e-7,0.000018967727,0.001133309,0.0077321343,0.00119798],"study_design_scores_gemma":[0.002022691,0.00022239223,0.9876587,0.0006419741,0.000091514696,2.0444791e-7,0.0070959525,0.000029123401,0.00014322615,0.0013884319,0.00056945055,0.00013636923],"about_ca_topic_score_codex":0.8456094,"about_ca_topic_score_gemma":0.91734666,"teacher_disagreement_score":0.071737245,"about_ca_system_score_codex":0.00028298024,"about_ca_system_score_gemma":0.0005601269,"threshold_uncertainty_score":0.6374257},"labels":[],"label_agreement":null},{"id":"W2902303871","doi":"10.7202/1053845ar","title":"Mistreatment in Organizations, Edited by Pamela Perrewé, Jonathon Halbesleben, and Christopher Rosen (2015) Bingley, UK: Emerald, 270 pages. ISBN: 978-1-78560-117-0","year":2018,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Emerald; Political science; Media studies; Management; Sociology; Economics; Chemistry","score_opus":0.02912656967377718,"score_gpt":0.32575050733429795,"score_spread":0.29662393766052075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902303871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8464333,0.012206617,0.0003754167,0.106071815,0.0017366969,0.0026011916,0.00036354424,0.00040157879,0.029809827],"genre_scores_gemma":[0.9089496,0.0023416765,0.0003112449,0.0007692636,0.0009567483,0.00019237312,0.0005589764,0.00007954011,0.08584057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976038,0.0003065869,0.0007274427,0.00050372886,0.00028798074,0.0005704952],"domain_scores_gemma":[0.99837005,0.00042371757,0.0002616829,0.0003961291,0.00038643906,0.00016198563],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003431448,0.00033373677,0.00036252313,0.0002234062,0.0017639315,0.000032610704,0.00016049395,0.00063237414,0.0026485738],"category_scores_gemma":[0.0005702463,0.00030189194,0.00004200356,0.0010011124,0.00025721622,0.0001902181,0.00020387865,0.000767991,0.0003682524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015905753,0.00012668382,0.2989604,0.00000705663,0.00006508347,0.000004477383,0.0042105387,0.0000045506326,0.0001630159,0.0005237574,0.6943592,0.0015593529],"study_design_scores_gemma":[0.0021972936,0.00018946281,0.06949096,0.0003008904,0.00011584099,0.0000033574636,0.0056256223,0.00013531977,0.00023814086,0.00037711678,0.9208309,0.0004951078],"about_ca_topic_score_codex":0.0016339201,"about_ca_topic_score_gemma":0.00080753333,"teacher_disagreement_score":0.22946942,"about_ca_system_score_codex":0.0003039194,"about_ca_system_score_gemma":0.00028862857,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W2902752072","doi":"10.1177/0959680118814339","title":"Rethinking precariousness and its evolution: A four-country study of work in food retail","year":2018,"lang":"en","type":"article","venue":"European Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Work (physics); Competition (biology); Precarious work; Product (mathematics); Labour economics; Economics; Product market; Welfare state; Business; Market economy; Political science","score_opus":0.2119147170397162,"score_gpt":0.35688026906777837,"score_spread":0.14496555202806216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902752072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98682076,0.00044533046,0.000056753892,0.0011218351,0.0011080514,0.00048416015,0.0000042264483,0.000013598734,0.009945297],"genre_scores_gemma":[0.9978119,0.000019908262,0.00005388301,0.000026184885,0.0013512752,0.000003086975,8.91531e-7,0.000020618734,0.0007122409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963582,0.0018439246,0.0011354678,0.000129925,0.00031715797,0.00021530692],"domain_scores_gemma":[0.9979343,0.00048004262,0.0008883298,0.0001335842,0.0004874283,0.00007633225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029807528,0.00011671908,0.0003047687,0.00025781197,0.0006040482,0.000009745243,0.00016298515,0.00009868134,0.00009097336],"category_scores_gemma":[0.001644781,0.000097173994,0.00004060767,0.00061856746,0.00006869956,0.00020839476,0.00014048094,0.0012085234,0.000015064453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005701061,0.00019491118,0.92833775,0.000012370452,0.00020084502,0.000031228057,0.062024053,0.000042183623,0.00002046225,0.0011657972,0.005522087,0.0018782301],"study_design_scores_gemma":[0.010082301,0.003983351,0.95554805,0.0024582387,0.00019664298,0.000011354775,0.015053926,0.000017109129,0.0000048534175,0.00096523185,0.011442276,0.00023667557],"about_ca_topic_score_codex":0.000019576953,"about_ca_topic_score_gemma":0.00023282536,"teacher_disagreement_score":0.046970125,"about_ca_system_score_codex":0.00011462206,"about_ca_system_score_gemma":0.00019839767,"threshold_uncertainty_score":0.52505004},"labels":[],"label_agreement":null},{"id":"W290276092","doi":"10.3233/wor-2007-00611","title":"Precarious employment experiences and their health consequences: Towards a theoretical framework","year":2007,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":150,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Institute for Work & Health","funders":"","keywords":"Vulnerability (computing); Precarious work; Legislature; Work (physics); Politics; Political science; Sociology","score_opus":0.049525563386514676,"score_gpt":0.41207742693707783,"score_spread":0.3625518635505631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W290276092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93770236,0.00837178,0.005707957,0.02944055,0.0015792374,0.0011510327,0.000008220916,0.0002900165,0.015748871],"genre_scores_gemma":[0.9922271,0.00035769344,0.0009996432,0.005310493,0.00034257284,0.00019713832,0.000002937136,0.000019004656,0.0005434176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99793744,0.000276328,0.0004789675,0.00032616642,0.00021020744,0.00077086396],"domain_scores_gemma":[0.9984135,0.0009149823,0.00013988212,0.00023987751,0.000056389024,0.00023535149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013205643,0.00020482628,0.0003516216,0.00005627792,0.0011876177,0.00001565555,0.00015483086,0.00016924582,0.00054356275],"category_scores_gemma":[0.00021175039,0.00013374325,0.00005016344,0.0002592718,0.0008606034,0.000044415006,0.00017451945,0.0004861586,0.000039648938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018479356,0.00007534996,0.16551907,0.000076757795,0.00007028862,0.000010341999,0.52353346,2.1773009e-7,0.000005973249,0.2558368,0.00884839,0.045838524],"study_design_scores_gemma":[0.001309253,0.0011132229,0.15991281,0.0028899082,0.000031746746,0.0000080128575,0.41827166,0.000003738141,0.00021093957,0.21809229,0.19717227,0.0009841461],"about_ca_topic_score_codex":0.00024264451,"about_ca_topic_score_gemma":0.00014728768,"teacher_disagreement_score":0.18832389,"about_ca_system_score_codex":0.00010729274,"about_ca_system_score_gemma":0.00018451641,"threshold_uncertainty_score":0.9134315},"labels":[],"label_agreement":null},{"id":"W2903429993","doi":"","title":"The Employment Situation, March","year":2008,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nonfarm payrolls; Payroll; Quarter (Canadian coin); Demographic economics; Economics; Labour economics; Demography; Geography; Accounting; Agriculture; Sociology","score_opus":0.07628807587419457,"score_gpt":0.3887051237001376,"score_spread":0.31241704782594304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903429993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7314376,0.00037842896,0.000009988225,0.036906514,0.0015751788,0.00016426657,0.000017848197,0.00012365755,0.22938651],"genre_scores_gemma":[0.8256838,0.00032688913,0.000013675883,0.00040166426,0.0005277848,0.00014191763,0.000015309823,0.000014275405,0.1728747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990239,0.00010149103,0.00032441938,0.00015967753,0.000059647824,0.0003308331],"domain_scores_gemma":[0.9992812,0.0003070705,0.0000975031,0.00024314885,0.00002134467,0.00004969377],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027278185,0.000094739844,0.00012820169,0.00005196472,0.00240944,0.0000049592186,0.0001452822,0.000045888937,0.001337959],"category_scores_gemma":[0.000015276213,0.000064856686,0.00005534268,0.000046625286,0.0000853886,0.000059302543,0.0000751762,0.00015793607,0.0018983685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024236304,0.000014156172,0.39690965,0.0000034005948,0.000060454804,0.0000017128721,0.0038994835,0.0000063955476,0.0000054715456,0.0071160863,0.5760726,0.015886368],"study_design_scores_gemma":[0.00030025805,0.000020031684,0.47141394,0.000004017395,0.0000044417025,7.0738287e-7,0.00035162724,0.000012168552,0.0000043963914,0.00039265087,0.52743524,0.000060497314],"about_ca_topic_score_codex":0.00029173307,"about_ca_topic_score_gemma":0.0015540535,"teacher_disagreement_score":0.09424618,"about_ca_system_score_codex":0.00018084148,"about_ca_system_score_gemma":0.00008130282,"threshold_uncertainty_score":0.99957496},"labels":[],"label_agreement":null},{"id":"W2904764516","doi":"10.1002/ajim.22935","title":"Mental illness, drinking, and the social division and structure of labor in the United States: 2003‐2015","year":2018,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Science Foundation of Sri Lanka; National Institute on Aging; National Institutes of Health","keywords":"Mental illness; Mental distress; Binge drinking; Odds; Medicine; Psychiatry; Unemployment; Context (archaeology); Productivity; Mental health; Poison control; Suicide prevention; Environmental health; Economics; Economic growth","score_opus":0.04384047578435251,"score_gpt":0.40576782103870346,"score_spread":0.36192734525435094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904764516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94037735,0.0002933831,0.0000057232764,0.0583513,0.0005963418,0.0002817515,0.000010899599,0.0000025020026,0.000080772224],"genre_scores_gemma":[0.9954596,0.0006169935,0.000007994752,0.002109255,0.0017715722,0.0000019679758,0.000005847343,0.0000073012766,0.000019469899],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9978889,0.0009114401,0.0005772195,0.00007692506,0.00035708828,0.00018840877],"domain_scores_gemma":[0.99806994,0.0006553906,0.000799306,0.0000743662,0.00035299506,0.000047974296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014717553,0.000110230954,0.00044991352,0.000138291,0.000514887,0.0000039816423,0.00015556182,0.0000600138,0.0000708033],"category_scores_gemma":[0.00077040656,0.000045993653,0.00001693426,0.0007038164,0.0022228423,0.000048714825,0.000074198535,0.00066680653,2.2213622e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002509169,0.000038396214,0.5537706,0.000011105163,0.00018897447,0.000007767756,0.27738783,4.9437216e-7,0.00013683327,0.0013297369,0.09070048,0.07391864],"study_design_scores_gemma":[0.0320947,0.005724727,0.1880483,0.0022370324,0.00030963164,0.0000272926,0.67675155,0.00003094874,0.000039913717,0.0014689243,0.09301437,0.0002526283],"about_ca_topic_score_codex":0.002015665,"about_ca_topic_score_gemma":0.00026679673,"teacher_disagreement_score":0.3993637,"about_ca_system_score_codex":0.00002884109,"about_ca_system_score_gemma":0.000091109,"threshold_uncertainty_score":0.8190155},"labels":[],"label_agreement":null},{"id":"W2905798902","doi":"10.25222/larr.401","title":"Patriarchy, New Left Post-Neoliberalism, and the Valuing of Care Work: The Labor Conditions of Nicaraguan Nurses under Sandinismo’s “Second Stage”","year":2018,"lang":"en","type":"article","venue":"Latin American Research Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Restructuring; Authoritarianism; Neoliberalism (international relations); Power (physics); Government (linguistics); Patriarchy; Health care; Care work; Work (physics); Sociology; Political science; Gender studies; Demographic economics; Economic growth; Political economy; Economics; Democracy; Politics","score_opus":0.14186610849279407,"score_gpt":0.5138576225247448,"score_spread":0.3719915140319507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905798902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6379962,0.18254353,0.000011749317,0.1456866,0.0003863183,0.0067619937,0.00061051105,0.00006345773,0.025939634],"genre_scores_gemma":[0.89755744,0.080664285,0.00016904897,0.006204564,0.0003708562,0.00021184517,0.000034811215,0.000046076802,0.014741075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942956,0.0034950257,0.0007438469,0.00026968017,0.00061894994,0.0005768779],"domain_scores_gemma":[0.992396,0.005204428,0.0004871983,0.00066681986,0.0011154773,0.0001300568],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024080246,0.00017254383,0.0007655085,0.000094298244,0.0011455591,0.00001342832,0.00043972358,0.00004661305,0.0026018159],"category_scores_gemma":[0.0013545695,0.00008820422,0.00014185446,0.00087595114,0.004110407,0.000060210932,0.00043694334,0.0007095105,0.000032792963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010790175,0.00015577045,0.22159226,0.017704738,0.0011896396,0.000006265387,0.18936466,0.000001574149,0.00031497199,0.15434243,0.29655045,0.1176982],"study_design_scores_gemma":[0.0029128978,0.0011982067,0.35471597,0.0138706835,0.00030322804,0.0000013028351,0.10052383,0.0000039238535,0.00008465524,0.004863746,0.5211303,0.00039123115],"about_ca_topic_score_codex":0.0035827605,"about_ca_topic_score_gemma":0.0016169752,"teacher_disagreement_score":0.2595612,"about_ca_system_score_codex":0.000047814443,"about_ca_system_score_gemma":0.0004662856,"threshold_uncertainty_score":0.9985998},"labels":[],"label_agreement":null},{"id":"W2906797748","doi":"10.1002/cjas.1522","title":"To Be or Not to be Temp? An Analysis of the Moderating Role of Motives for Accepting Temporary Employment","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Volition (linguistics); Mediation; Psychology; Social psychology; Political science; Law","score_opus":0.26905011428465087,"score_gpt":0.45662699988396677,"score_spread":0.1875768855993159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906797748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98902965,0.000029500576,0.0007592122,0.006973088,0.00036373534,0.00077787606,0.00034371173,0.0000058436954,0.0017173701],"genre_scores_gemma":[0.9908163,0.0000022097581,0.0073082885,0.001289814,0.00022440619,0.000034751858,0.000004567965,0.000010749101,0.0003089314],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966259,0.00042469963,0.0012359458,0.00045617603,0.00036909012,0.00088817795],"domain_scores_gemma":[0.995539,0.00064248533,0.0011407685,0.00025726197,0.0013313787,0.0010890843],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004036415,0.0002339829,0.0005666123,0.0009105265,0.0038330257,0.00010798517,0.0011138939,0.00009658207,0.00013495417],"category_scores_gemma":[0.0025853834,0.0001647928,0.00018919232,0.003036596,0.002585243,0.00067005405,0.00005752185,0.00018939143,4.7097467e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004619956,0.0001091916,0.5873013,0.00014790765,0.00035500593,0.00001728995,0.3735699,0.0024028136,0.013303762,0.019641895,0.0006093987,0.0020794924],"study_design_scores_gemma":[0.0005432831,0.025334658,0.38906625,0.00085383817,0.0005430418,0.00003893732,0.55165833,0.005794098,0.020441798,0.0028951932,0.0021694927,0.0006610942],"about_ca_topic_score_codex":0.017019149,"about_ca_topic_score_gemma":0.8850351,"teacher_disagreement_score":0.86801594,"about_ca_system_score_codex":0.00055434066,"about_ca_system_score_gemma":0.009560438,"threshold_uncertainty_score":0.9974638},"labels":[],"label_agreement":null},{"id":"W2908108684","doi":"10.2991/icemgd-18.2018.9","title":"The Causal Relationship between Socioeconomic Status and Smoking Behavior: Evidence from Canada","year":2018,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Psychology; Environmental health; Medicine","score_opus":0.13782918247186643,"score_gpt":0.4212948673100401,"score_spread":0.2834656848381737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908108684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895421,0.0005099687,0.000009017832,0.006905875,0.0005325937,0.00025480057,0.000032842196,0.000035530113,0.0021772254],"genre_scores_gemma":[0.9962312,0.000083408966,0.000023641605,0.00036942976,0.00053445104,0.00005319248,0.000008429563,0.000009832716,0.0026864372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989484,0.00017004983,0.00026511092,0.0001607618,0.00010334878,0.00035235658],"domain_scores_gemma":[0.9953257,0.004267148,0.00009525119,0.00016778326,0.00006309056,0.000081044986],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003172577,0.00008497736,0.000114271505,0.000012550377,0.0029658724,0.000014458406,0.00008554369,0.000062764,0.0002786357],"category_scores_gemma":[0.00021294846,0.000057026507,0.000012511686,0.000026609503,0.00013168785,0.00009917711,0.00013903301,0.00025525008,0.000048793874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003839532,8.12225e-7,0.9800119,0.000003057446,0.000015775513,2.5153892e-7,0.0014313203,1.1733357e-8,0.0000012633976,0.0006833661,0.017310072,0.000538327],"study_design_scores_gemma":[0.00016061659,0.000017376202,0.9849602,0.000036052767,0.00004092679,2.3124317e-8,0.002500871,9.771622e-7,0.000005005915,0.0010471682,0.0111566065,0.00007417447],"about_ca_topic_score_codex":0.8714767,"about_ca_topic_score_gemma":0.9651596,"teacher_disagreement_score":0.0936829,"about_ca_system_score_codex":0.00025575788,"about_ca_system_score_gemma":0.00043255417,"threshold_uncertainty_score":0.99833214},"labels":[],"label_agreement":null},{"id":"W2908115963","doi":"10.1016/j.anbehav.2018.11.009","title":"Adjustment of total activity as a response to handicapping European starlings during parental care","year":2018,"lang":"en","type":"article","venue":"Animal Behaviour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Paternal care; Psychology; Developmental psychology; Biology; Demography; Social psychology; Genetics; Sociology","score_opus":0.03762441748910887,"score_gpt":0.38893532389041086,"score_spread":0.35131090640130197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908115963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99532,0.00009045017,0.0000033413223,0.00053198246,0.00030880177,0.00056289614,0.000059305043,0.00009679811,0.0030264289],"genre_scores_gemma":[0.998048,0.000006852476,0.000055301436,0.00012188894,0.00034653852,0.0000457608,0.000005807369,0.00003419468,0.0013356521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982113,0.00043958888,0.0003180943,0.00030671386,0.00026556646,0.00045870873],"domain_scores_gemma":[0.9992112,0.00007678026,0.00014931365,0.00021555058,0.00019359843,0.0001535753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035941345,0.00017354781,0.00024321707,0.00010918222,0.00078544597,0.0000064813535,0.00012067819,0.000060452243,0.0003032071],"category_scores_gemma":[0.00010959326,0.0001603605,0.0000797746,0.00013985425,0.00007757624,0.00009247772,0.00044912225,0.00023606826,0.0003876832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045706215,0.00011020356,0.7655191,0.000080419006,0.00003659517,0.000032881155,0.044221535,1.4354322e-7,0.18398237,0.000031536783,0.0007381426,0.0006764571],"study_design_scores_gemma":[0.0007994507,0.0013483949,0.9739697,0.00025145398,0.000043808832,0.0000020386176,0.013550979,3.4276698e-7,0.009444861,0.0000014670347,0.00042337566,0.00016410589],"about_ca_topic_score_codex":0.0009855002,"about_ca_topic_score_gemma":0.00023440388,"teacher_disagreement_score":0.20845063,"about_ca_system_score_codex":0.00018228887,"about_ca_system_score_gemma":0.000077837554,"threshold_uncertainty_score":0.6539312},"labels":[],"label_agreement":null},{"id":"W2908213907","doi":"10.1016/j.puhe.2018.10.013","title":"The burden on public emergency departments during the economic crisis years in Greece: a two-center comparative study","year":2019,"lang":"en","type":"article","venue":"Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Center (category theory); Public health; Political science; Medical emergency; Economic growth; Medicine; Environmental health; Business; Nursing; Economics","score_opus":0.11836839911584855,"score_gpt":0.45187000626018875,"score_spread":0.3335016071443402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908213907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8877755,0.00017516816,5.512201e-7,0.10182177,0.0014318875,0.0029037222,0.000024940744,0.0000590418,0.0058074496],"genre_scores_gemma":[0.9949011,0.000280425,0.0000016999971,0.0011591477,0.00036984571,0.000677017,0.000013293431,0.000025458303,0.0025720051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955931,0.0016933554,0.0008345604,0.0004115152,0.00031363926,0.0011538328],"domain_scores_gemma":[0.99845093,0.0003268962,0.00034174498,0.00061235,0.0000729452,0.00019514177],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025613955,0.00021222605,0.0003922493,0.00015636827,0.0016941483,0.00004898201,0.00049901963,0.000049345235,0.0005976709],"category_scores_gemma":[0.000054820073,0.00012783107,0.00007023673,0.00027512107,0.00003791155,0.00021893004,0.0003441287,0.0006265925,0.0015733908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037715155,0.00020464759,0.9224654,0.00003458955,0.00011542938,0.0000010766752,0.03797737,0.00000853361,2.748806e-7,0.001802366,0.036618393,0.0007342404],"study_design_scores_gemma":[0.0022876358,0.0002275833,0.7821218,0.000018294066,0.0000032648695,3.2049957e-7,0.058975965,0.00006306793,8.8351506e-8,0.00014119805,0.15602204,0.00013872853],"about_ca_topic_score_codex":0.0041713687,"about_ca_topic_score_gemma":0.017185157,"teacher_disagreement_score":0.14034355,"about_ca_system_score_codex":0.0010608593,"about_ca_system_score_gemma":0.00050581194,"threshold_uncertainty_score":0.99960554},"labels":[],"label_agreement":null},{"id":"W2908656822","doi":"10.1177/0961463x18820761","title":"A generational analysis of Chinese workers responding to social dislocation","year":2019,"lang":"en","type":"article","venue":"Time & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft; Friedrich-Schiller-Universität Jena; University of Guelph","keywords":"Negotiation; China; Migrant workers; Politics; Perspective (graphical); Sociology; Political science; Economic system; Economic growth; Economics; Social science","score_opus":0.027492169978462374,"score_gpt":0.39716553144982053,"score_spread":0.36967336147135815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908656822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99025536,0.00003618825,0.0001840229,0.0036174834,0.000106030064,0.0003083896,0.000037038426,0.00003898551,0.0054165316],"genre_scores_gemma":[0.96408343,0.000004990002,0.00033923748,0.00066002336,0.0002239121,0.000043007956,0.00010921988,0.000010077377,0.03452612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905723,0.00010825901,0.00026659295,0.00015940935,0.00021761566,0.00019086256],"domain_scores_gemma":[0.9994247,0.00017938564,0.00011841163,0.00011615587,0.00012744762,0.000033928984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045563572,0.00008495206,0.00025784806,0.00011603448,0.00046263097,0.0000038427497,0.000077360644,0.00008098823,0.0019977242],"category_scores_gemma":[0.000036073536,0.00006959511,0.00023976313,0.0015641459,0.000021895577,0.00005987923,0.00008274667,0.000115105315,0.00044681947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039378945,0.000025093112,0.9095964,0.000029901019,0.0007983666,3.7680106e-8,0.039874494,0.00015130402,0.0038265784,0.0008081633,0.04465303,0.00019728088],"study_design_scores_gemma":[0.00030374032,0.00002131967,0.99060005,0.000019324249,0.00020582721,8.867382e-9,0.0024089357,0.0015452092,0.000008085086,0.000107939166,0.0046727736,0.00010681558],"about_ca_topic_score_codex":0.00006412673,"about_ca_topic_score_gemma":0.000030798124,"teacher_disagreement_score":0.08100364,"about_ca_system_score_codex":0.00011242181,"about_ca_system_score_gemma":0.00006910593,"threshold_uncertainty_score":0.9989146},"labels":[],"label_agreement":null},{"id":"W2909587955","doi":"10.1177/0160449x14567295i","title":"Book Review: <i>What Did You Learn at Work Today? The Forbidden Lessons of Labor Education</i> , by Helena Worthen","year":2014,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Work (physics); Sociology; Labour economics; Engineering; Economics; Mechanical engineering","score_opus":0.03485464577618457,"score_gpt":0.40328619292328766,"score_spread":0.3684315471471031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909587955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02349813,0.71750534,0.0000039352385,0.25397664,0.0022037628,0.00061098696,0.000022783179,0.000035158522,0.0021432654],"genre_scores_gemma":[0.0045729196,0.79322875,0.000031051128,0.07227567,0.0012615755,0.00017455655,0.000009832874,0.000046951136,0.12839873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967148,0.0008703951,0.0009734101,0.00027529694,0.0005112043,0.0006549131],"domain_scores_gemma":[0.99651504,0.00097395905,0.00090256677,0.0004763516,0.0009922325,0.00013986016],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013937495,0.00030457464,0.00076110946,0.0000593021,0.0026884684,0.000027908269,0.00045220586,0.000097531876,0.0005241169],"category_scores_gemma":[0.0007738354,0.00017883812,0.0001585103,0.00044246644,0.00021643814,0.00030469047,0.00048583554,0.00084411574,0.00012972343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044190092,0.00008257827,0.031453613,0.00041919152,0.00034411676,6.2929234e-7,0.007843716,6.944827e-7,0.000013511127,0.00033559446,0.9484936,0.010968566],"study_design_scores_gemma":[0.00054871256,0.00010593739,0.007211209,0.00490575,0.0002082843,0.0000036063484,0.012931501,1.9849206e-7,0.000014382484,0.0003817759,0.9734958,0.00019287696],"about_ca_topic_score_codex":0.000029749277,"about_ca_topic_score_gemma":0.0001813832,"teacher_disagreement_score":0.18170096,"about_ca_system_score_codex":0.00018800824,"about_ca_system_score_gemma":0.0001692237,"threshold_uncertainty_score":0.9986099},"labels":[],"label_agreement":null},{"id":"W2909708452","doi":"","title":"Recent developments in part-time employment","year":2018,"lang":"en","type":"article","venue":"Economic Bulletin Boxes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Labour economics; Work (physics); Working time; Work time; Part-time employment; Engineering; Geography","score_opus":0.04609594488279261,"score_gpt":0.3535202104976531,"score_spread":0.30742426561486047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909708452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7613643,0.00037039007,0.0000016520339,0.029796844,0.002169301,0.0007120249,0.000019768439,0.00014057416,0.20542517],"genre_scores_gemma":[0.65729356,0.005761325,0.0014066938,0.016270349,0.005434907,0.0015461439,0.000123252,0.0002107171,0.31195307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981342,0.00017855303,0.0006540924,0.00035949424,0.00007559834,0.0005980423],"domain_scores_gemma":[0.99929506,0.00017503591,0.00016519426,0.00023190762,0.00004594084,0.000086868255],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065986346,0.00018761243,0.00030878134,0.000093625684,0.0005124989,0.000010092234,0.00018356861,0.00011074823,0.028350519],"category_scores_gemma":[0.000057752623,0.00017647239,0.000035860787,0.00004911322,0.00010164144,0.000037536778,0.00025382036,0.00020273596,0.042852793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062025785,0.000048968566,0.2446935,0.000013693941,0.000048340382,0.000002663352,0.0023279204,8.5115784e-7,0.0000128260135,0.00086634734,0.74154747,0.010375363],"study_design_scores_gemma":[0.0007210652,0.000055265627,0.078797504,0.000097658645,0.0000048504753,2.8056567e-7,0.00031773731,0.000002743801,0.000051278468,0.00024116081,0.91952485,0.00018561698],"about_ca_topic_score_codex":0.0002949255,"about_ca_topic_score_gemma":0.00079577276,"teacher_disagreement_score":0.17797734,"about_ca_system_score_codex":0.00043777973,"about_ca_system_score_gemma":0.00013444561,"threshold_uncertainty_score":0.9725377},"labels":[],"label_agreement":null},{"id":"W2909849727","doi":"10.25071/1705-1436.173","title":"International Work-Time Trends: The Emerging Gap in Hours","year":2003,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Flexibility (engineering); Divergence (linguistics); Demographic economics; Political science; Development economics; Economics; Management; Engineering","score_opus":0.06654524141093733,"score_gpt":0.40579628057908995,"score_spread":0.33925103916815263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909849727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6506232,0.0002945592,0.000008932648,0.034884848,0.0017900974,0.0001857879,0.000011466137,0.00007869923,0.3121224],"genre_scores_gemma":[0.8871941,0.00011678573,0.00005548703,0.0016852996,0.0003607847,0.00007913389,0.0000069103057,0.000017605753,0.110483915],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988683,0.00024238265,0.00024649565,0.00014323661,0.0001695799,0.00033003587],"domain_scores_gemma":[0.9995026,0.0001732942,0.00008556485,0.00014998858,0.000055368968,0.00003318382],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005082025,0.00009776824,0.00012508391,0.00010879018,0.00036998733,0.000008658674,0.00016435531,0.0000622957,0.0042605693],"category_scores_gemma":[0.00015861895,0.0000649739,0.000040057173,0.00035201164,0.000028028377,0.00006787046,0.00006907864,0.0003337107,0.0004916522],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023779534,0.00005304164,0.8454771,0.000013637695,0.000047997553,0.0000078803805,0.008669415,0.000014589043,0.000021959117,0.024020491,0.11600592,0.0056441925],"study_design_scores_gemma":[0.0005572439,0.000008298998,0.4030546,0.000089472145,0.000008610947,3.080672e-7,0.0044898316,0.000004273159,0.0000046891378,0.00045912224,0.5912246,0.00009893963],"about_ca_topic_score_codex":0.00012006957,"about_ca_topic_score_gemma":0.00018745345,"teacher_disagreement_score":0.47521868,"about_ca_system_score_codex":0.00007827866,"about_ca_system_score_gemma":0.000033958822,"threshold_uncertainty_score":0.9966497},"labels":[],"label_agreement":null},{"id":"W2909901598","doi":"10.1016/j.jpsychires.2019.01.008","title":"Debt stress, psychological distress and overall health among adults in Ontario","year":2019,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Debt; Odds ratio; Odds; Medicine; Cross-sectional study; Population; Distress; Demography; General Health Questionnaire; Young adult; Psychology; Clinical psychology; Gerontology; Environmental health; Logistic regression; Psychiatry; Finance; Internal medicine; Business","score_opus":0.0905937384239198,"score_gpt":0.48133481998524397,"score_spread":0.39074108156132414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909901598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781256,0.0019085755,0.0000030883973,0.009090563,0.0009296499,0.00067028543,0.0000061868614,0.0000072000144,0.009258853],"genre_scores_gemma":[0.99452055,0.0017706325,0.00017069346,0.0002041479,0.0003321016,0.000013444184,0.0000031403636,0.000014260274,0.0029710347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615735,0.0010263502,0.0009662185,0.00026446246,0.00082252675,0.0007630962],"domain_scores_gemma":[0.9982197,0.0005551699,0.00042087457,0.00022791141,0.00031597738,0.00026035184],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031170507,0.00013726586,0.00046488777,0.00049257604,0.00040177692,0.00002073102,0.00030121897,0.00015777092,0.00065414316],"category_scores_gemma":[0.00012833832,0.000094816955,0.000082221944,0.00037485466,0.00009595761,0.00015064329,0.00016883702,0.002752734,0.0000468489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005456479,0.00023594989,0.96723706,0.0001812321,0.000020762729,0.000015892103,0.0030543536,0.0000019397723,0.0000013144956,0.00082322996,0.026136238,0.0017463602],"study_design_scores_gemma":[0.0028011233,0.0011344417,0.9874885,0.0005430258,0.0000035394805,0.0000039305737,0.002223123,0.000004765176,1.6907174e-7,0.0026055966,0.00310494,0.00008686175],"about_ca_topic_score_codex":0.042982504,"about_ca_topic_score_gemma":0.18536203,"teacher_disagreement_score":0.14237952,"about_ca_system_score_codex":0.00040342667,"about_ca_system_score_gemma":0.0003548415,"threshold_uncertainty_score":0.99954796},"labels":[],"label_agreement":null},{"id":"W2912087633","doi":"10.1038/d41586-019-00210-0","title":"How the next recession could save lives","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"DECIPHER; Recession; Scrambling; Great recession; Global recession; Economics; Keynesian economics; Biology; Computer science; Bioinformatics","score_opus":0.055167435394409076,"score_gpt":0.4007861491027075,"score_spread":0.34561871370829844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912087633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57699245,0.013686329,0.000003794552,0.28563824,0.0052923337,0.0012590035,0.000016322927,0.00018530745,0.11692623],"genre_scores_gemma":[0.888087,0.00045173612,0.000024148056,0.007838177,0.00054250454,0.000031721353,0.000010266487,0.000014428564,0.10300003],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999065,0.0001675274,0.00010669424,0.00016840032,0.00022169501,0.00027067942],"domain_scores_gemma":[0.99911755,0.00037869156,0.00009203085,0.00027121333,0.00010708424,0.000033409666],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00020770702,0.000107743064,0.00014189135,0.000025869418,0.0006637662,0.000018848286,0.00019082142,0.00075265754,0.00045248933],"category_scores_gemma":[0.00014187249,0.000054048294,0.00004897231,0.00012465831,0.000030155028,0.00012764223,0.00014463144,0.003374111,0.00043071096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006247376,0.000024215627,0.20656775,0.00015439592,0.000051003342,0.0000026453433,0.0088632945,2.6800492e-7,0.0010473233,0.009977352,0.7671539,0.0060953447],"study_design_scores_gemma":[0.00032321285,0.000038148366,0.060532823,0.00018417713,0.000012305405,3.0970023e-7,0.010843253,0.0000058786713,0.000060176077,0.0010659581,0.926838,0.00009577855],"about_ca_topic_score_codex":0.00001802861,"about_ca_topic_score_gemma":0.00006408776,"teacher_disagreement_score":0.31109455,"about_ca_system_score_codex":0.000032638964,"about_ca_system_score_gemma":0.00003794419,"threshold_uncertainty_score":0.99892515},"labels":[],"label_agreement":null},{"id":"W2912096980","doi":"10.1016/j.respe.2018.12.055","title":"Les rouages politique, administratif et scientifique de la santé et de la sécurité qui génèrent des inégalités de santé chez des travailleurs vulnérables","year":2019,"lang":"fr","type":"article","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0608417901369773,"score_gpt":0.44390625762730795,"score_spread":0.38306446749033063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912096980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84028316,0.020015232,0.0027636779,0.011366772,0.0009281541,0.0017882078,0.0006774776,0.0006401093,0.12153723],"genre_scores_gemma":[0.9097109,0.065931536,0.008236199,0.005562686,0.00094826537,0.0007140795,0.00020150248,0.00023580402,0.008459028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9524495,0.03982667,0.0018145004,0.0015681993,0.00044940432,0.0038917086],"domain_scores_gemma":[0.9767847,0.019485123,0.0009178346,0.0011984281,0.0006306384,0.000983244],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.032887474,0.0013048975,0.0017634429,0.00061570643,0.0014926309,0.0006251722,0.0014057714,0.0027744824,0.001501955],"category_scores_gemma":[0.014161247,0.0012533405,0.0006580712,0.00090281974,0.0031565782,0.0011114555,0.000876849,0.004332308,0.000091703834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019085854,0.00077675853,0.6532721,0.0038682006,0.00032509427,0.00021530695,0.034914244,0.000141334,0.0024090395,0.28232193,0.012977125,0.008588008],"study_design_scores_gemma":[0.0015328322,0.00067218975,0.8285022,0.0053459182,0.00022636015,0.00035443224,0.022887528,0.0001629419,0.0026320862,0.097500205,0.03877914,0.0014041972],"about_ca_topic_score_codex":0.008915936,"about_ca_topic_score_gemma":0.005975274,"teacher_disagreement_score":0.18482171,"about_ca_system_score_codex":0.0023391666,"about_ca_system_score_gemma":0.008204693,"threshold_uncertainty_score":0.99997026},"labels":[],"label_agreement":null},{"id":"W2912193400","doi":"10.1522/radm.no1.914","title":"La révolution 4.0 : le retour du pendule pour les travailleurs et travailleuses du XXIe siècle?","year":2018,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03532419223745855,"score_gpt":0.33196375728164085,"score_spread":0.2966395650441823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912193400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.700164,0.016662927,0.0021160478,0.10792331,0.0035558722,0.0015960099,0.00041848162,0.000694786,0.16686855],"genre_scores_gemma":[0.8734895,0.007673313,0.0011224491,0.0022970492,0.0032224364,0.00019344823,0.000110795285,0.00029696187,0.11159403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871088,0.006773581,0.0015510173,0.0013146754,0.0007393458,0.0025125467],"domain_scores_gemma":[0.9954707,0.0016505453,0.00073307235,0.00096931047,0.00048820878,0.00068818615],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005389057,0.0011388185,0.0011864892,0.00037106578,0.00530547,0.00013731673,0.00093958114,0.0013451002,0.004848561],"category_scores_gemma":[0.0010983694,0.0011790302,0.00057724136,0.00049106666,0.0025576686,0.00059734425,0.00046354055,0.0025064726,0.0022191117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005522485,0.0015914981,0.11630392,0.0010116925,0.00059484114,0.00023551442,0.08243234,0.00001362075,0.0010309191,0.05794117,0.6939597,0.04433253],"study_design_scores_gemma":[0.0038854,0.0008418325,0.45474294,0.0010798872,0.00037740485,0.00014214401,0.021837693,0.00033535858,0.00018236703,0.005848864,0.50959367,0.0011324498],"about_ca_topic_score_codex":0.029340483,"about_ca_topic_score_gemma":0.052755415,"teacher_disagreement_score":0.33843902,"about_ca_system_score_codex":0.0014084751,"about_ca_system_score_gemma":0.0022490441,"threshold_uncertainty_score":0.99995136},"labels":[],"label_agreement":null},{"id":"W2912586145","doi":"10.1177/0022146519827612","title":"Time-use Profiles, Chronic Role Overload, and Women’s Body Weight Trajectories from Middle to Later Life in the Philippines","year":2019,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; National Institutes of Health","keywords":"Body mass index; Demography; Gerontology; Medicine; Chronic disease; National Health and Nutrition Examination Survey; Family life; Psychology; Population; Internal medicine; Sociology","score_opus":0.03790849862112664,"score_gpt":0.35030304500558807,"score_spread":0.3123945463844614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912586145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837409,0.0027875332,2.3055735e-7,0.012144322,0.00045221247,0.00077986164,0.00004790368,0.000008913537,0.000038071346],"genre_scores_gemma":[0.99416757,0.00052398926,0.00002226326,0.0034504435,0.0009105874,0.000099074074,0.000008121067,0.000015677642,0.0008022885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980589,0.00043225294,0.0006602377,0.00013911814,0.00025329765,0.00045619797],"domain_scores_gemma":[0.99909794,0.00022181954,0.0003322686,0.00008122309,0.00008809347,0.00017867623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007997466,0.00014046673,0.0004960703,0.00008772006,0.000695329,0.000024715584,0.00010119558,0.000111753085,0.00023133474],"category_scores_gemma":[0.000048974733,0.000089387075,0.000045954715,0.000088754045,0.000049864513,0.00019247895,0.00005631226,0.00046512665,0.00002250123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000160953,0.00008420433,0.90436107,0.00011152547,0.000020648626,0.0000040791583,0.08930637,3.883157e-8,0.0001771021,0.00005999664,0.004236484,0.0014775561],"study_design_scores_gemma":[0.0014789562,0.000770588,0.9283855,0.0001662909,0.000025412692,0.0000015763163,0.025757879,0.0000010883733,0.0000024184747,0.00010813354,0.04318478,0.00011738141],"about_ca_topic_score_codex":0.00076235755,"about_ca_topic_score_gemma":0.0003593805,"teacher_disagreement_score":0.06354848,"about_ca_system_score_codex":0.00023049492,"about_ca_system_score_gemma":0.00048594753,"threshold_uncertainty_score":0.53479785},"labels":[],"label_agreement":null},{"id":"W2914001545","doi":"10.31899/pgy2.1090","title":"A life course perspective on social protection among the working poor of Egypt","year":2012,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Life course approach; Perspective (graphical); Course (navigation); Social protection; Sociology; Psychology; Political science; Social psychology; Computer science; Engineering; Law; Artificial intelligence","score_opus":0.23451010368191216,"score_gpt":0.46902433582677167,"score_spread":0.2345142321448595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914001545","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014497,0.0017213459,0.00003556409,0.021992598,0.004621766,0.0042319144,0.000025665773,0.00020652721,0.9526676],"genre_scores_gemma":[0.91442347,0.00040029114,0.0000055537066,0.00046539673,0.0070545455,0.00092012796,0.000011743658,0.000066737004,0.076652154],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99729896,0.00048289506,0.00058639975,0.00028649197,0.0008411884,0.0005040598],"domain_scores_gemma":[0.99754804,0.00023665327,0.0009776704,0.00023045621,0.000920696,0.000086491935],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016100861,0.0002895298,0.0005819756,0.00010165288,0.0017357201,0.0000065728213,0.0001625274,0.00056033826,0.00068084145],"category_scores_gemma":[0.0007883979,0.00016979515,0.00024313151,0.00018926706,0.00019064323,0.000047772483,0.0001768348,0.0015684118,0.00007881825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024329317,0.00038679483,0.113951884,0.0008135537,0.0018474011,0.0000027999345,0.04195153,5.860744e-7,0.000007688039,0.011709936,0.8193335,0.009751044],"study_design_scores_gemma":[0.00070912193,0.0001776875,0.6278157,0.0017214261,0.00085795415,8.8870996e-7,0.08979509,0.0000025706597,0.000009028277,0.0007345833,0.277648,0.00052791653],"about_ca_topic_score_codex":0.014939687,"about_ca_topic_score_gemma":0.0021195728,"teacher_disagreement_score":0.8999265,"about_ca_system_score_codex":0.00065857964,"about_ca_system_score_gemma":0.0014631487,"threshold_uncertainty_score":0.9995639},"labels":[],"label_agreement":null},{"id":"W2914294721","doi":"10.3138/jmvfh.2017-0016","title":"Labour market outcomes of Veterans","year":2019,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Unemployment; Earnings; Population; Military service; Work (physics); Disability benefits; Restructuring; Demographic economics; Medicine; Gerontology; Business; Political science; Economics; Economic growth; Social security; Environmental health; Finance","score_opus":0.04593952274160544,"score_gpt":0.38618028687608863,"score_spread":0.3402407641344832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914294721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97344434,0.016223948,0.000020889625,0.0053450204,0.001218964,0.0003670568,0.000049427697,0.00001080501,0.0033195296],"genre_scores_gemma":[0.980105,0.010673645,0.00047400082,0.0064469664,0.00015510584,0.000002861829,0.0000019176757,0.00001788347,0.0021226364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745774,0.0005356021,0.0011812196,0.00013999858,0.0003034121,0.00038200567],"domain_scores_gemma":[0.998432,0.00052575796,0.0004558367,0.00019046092,0.00020260383,0.0001933622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016141274,0.0001640151,0.0008215553,0.0001765263,0.00022206118,0.0000012542218,0.00014409098,0.00008300781,0.00020273899],"category_scores_gemma":[0.000057671507,0.00011542709,0.000153385,0.000097881304,0.00005362693,0.00015413018,0.000059629187,0.00047965196,0.000015371756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046038354,0.000083888095,0.9619116,0.0008918875,0.00016552057,0.000007705922,0.008224888,0.0000010842713,0.0001810951,0.00023567019,0.022138603,0.0056976383],"study_design_scores_gemma":[0.002247857,0.0012632817,0.9633869,0.000444833,0.000017715192,0.000006285784,0.006146262,0.000009088054,7.4289045e-7,0.00028893995,0.026092712,0.00009536782],"about_ca_topic_score_codex":0.0009378943,"about_ca_topic_score_gemma":0.00012486556,"teacher_disagreement_score":0.006660625,"about_ca_system_score_codex":0.00006442852,"about_ca_system_score_gemma":0.00022733578,"threshold_uncertainty_score":0.470698},"labels":[],"label_agreement":null},{"id":"W2915315275","doi":"","title":"The Employment Situation, October 2009","year":2009,"lang":"en","type":"article","venue":"Economic Trends","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nonfarm payrolls; Falling (accident); Quarter (Canadian coin); Fell; Unemployment; Economics; Demographic economics; Unemployment rate; Labour economics; Demography; Geography; Economic growth; Cartography; Psychology; Sociology; Agriculture","score_opus":0.03967446547610915,"score_gpt":0.3835789314617924,"score_spread":0.34390446598568325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915315275","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3434136,0.0010750139,0.000020583519,0.12177441,0.0022781536,0.00027693037,0.00003072954,0.00024990435,0.5308807],"genre_scores_gemma":[0.83822954,0.00020416682,0.000019158751,0.0021856478,0.0007452937,0.00005603721,0.000019458685,0.0000120933855,0.15852863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989128,0.00008854195,0.00037868877,0.00018243745,0.000059122987,0.00037838926],"domain_scores_gemma":[0.99933344,0.00018012787,0.00013011972,0.00027367135,0.000023180784,0.0000594516],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033203722,0.00012081623,0.00015031722,0.000055574998,0.0013223891,0.0000153068,0.00015368938,0.00006005377,0.0013149543],"category_scores_gemma":[0.00001630688,0.00008177304,0.00006578752,0.00005319679,0.000033511664,0.00008546499,0.000032337575,0.00016639961,0.0016182542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025176758,0.000022996788,0.045224342,0.0000016708157,0.000043409076,6.6080736e-7,0.0020191183,0.000010822839,0.000008695132,0.027855167,0.774633,0.15015496],"study_design_scores_gemma":[0.00034001665,0.000039084614,0.4243157,0.0000071920235,0.00000978774,1.8063359e-7,0.00028374212,0.000013529681,0.000006283971,0.0027939258,0.5721101,0.00008045001],"about_ca_topic_score_codex":0.0001228215,"about_ca_topic_score_gemma":0.0009680924,"teacher_disagreement_score":0.49481595,"about_ca_system_score_codex":0.00017261118,"about_ca_system_score_gemma":0.00005049231,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W2915459364","doi":"10.3138/jmvfh.5.s1.2018-0026","title":"Impact of military lifestyle on employment status and income among female civilian spouses of Canadian Armed Forces members","year":2019,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"Office of the Secretary of Defense; Uniwersytet Medyczny im. Karola Marcinkowskiego w Poznaniu; U.S. Department of Defense","keywords":"Military personnel; Gerontology; Quality of life (healthcare); Spouse; Psychology; Demographic economics; Military service; Demography; Environmental health; Medicine; Political science; Sociology; Economics; Nursing; Law","score_opus":0.040157216424130275,"score_gpt":0.3651007453704653,"score_spread":0.324943528946335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915459364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97406095,0.023218092,5.3374424e-7,0.000746447,0.00043279366,0.0006939052,0.00020465307,0.000008460551,0.00063417957],"genre_scores_gemma":[0.97500056,0.023728687,0.00011267039,0.0008780735,0.000103136364,0.0000050321546,0.000008786019,0.000026069507,0.00013699435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688363,0.00048339606,0.0013193307,0.00023143599,0.00036913314,0.0007130603],"domain_scores_gemma":[0.9977688,0.0005072435,0.00046116457,0.00025040258,0.00020605589,0.00080631336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011839325,0.00026512297,0.00097575644,0.00083271146,0.00032454327,0.0000013962591,0.00013577242,0.00012167088,0.000080464575],"category_scores_gemma":[0.00007726121,0.00019535206,0.00019047977,0.0002399846,0.00018206814,0.00021222771,0.00006011869,0.00050479727,0.0000025834613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005839872,0.000086462984,0.97920793,0.0008056212,0.00021451725,0.0000101903515,0.014904873,0.00004207015,0.00006999162,0.000016660646,0.0028303892,0.0012273003],"study_design_scores_gemma":[0.002030997,0.0060354033,0.978448,0.001412284,0.000032417134,0.0000040718346,0.010495424,0.000021467764,0.0000026065518,0.00006586212,0.001302585,0.00014890173],"about_ca_topic_score_codex":0.44571456,"about_ca_topic_score_gemma":0.1764162,"teacher_disagreement_score":0.26929837,"about_ca_system_score_codex":0.0003138337,"about_ca_system_score_gemma":0.00096423307,"threshold_uncertainty_score":0.8386121},"labels":[],"label_agreement":null},{"id":"W2916091336","doi":"10.3138/jmvfh.5.s1.2018-0027","title":"The impact of deployment length on the investing, saving, and spending behaviours of Canadian Armed Forces members","year":2019,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Armed Forces; Department of National Defence","funders":"","keywords":"Software deployment; Business; Finance; Financial compensation; Compensation (psychology); Psychology; Engineering; Social psychology","score_opus":0.08125270704712624,"score_gpt":0.38741404147131725,"score_spread":0.306161334424191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916091336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98392314,0.010407229,4.5382038e-7,0.0036947003,0.00033037798,0.00050804537,0.000034216817,0.0000036011406,0.0010982335],"genre_scores_gemma":[0.9886335,0.01042212,0.000038284936,0.00071931386,0.00007019853,0.0000029713985,0.0000014258139,0.000013933346,0.000098252254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792093,0.0004763424,0.0008087025,0.00011581246,0.0002565561,0.00042166506],"domain_scores_gemma":[0.9978917,0.0009893517,0.00055371213,0.00017290862,0.00010095658,0.00029136744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022076503,0.00015191449,0.00042822075,0.0002541076,0.00072583597,0.0000035452802,0.0001556827,0.000054945398,0.000024473718],"category_scores_gemma":[0.00011398255,0.000075815915,0.00011418296,0.00013577621,0.00014887915,0.00008258727,0.000044796656,0.0004763256,7.780611e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022001936,0.000031051335,0.9706427,0.00015668775,0.0001532572,0.0000033518486,0.016015017,0.000017637121,0.00014298312,0.0003901818,0.009667278,0.0025598193],"study_design_scores_gemma":[0.0008154923,0.0020249223,0.9792262,0.0008317686,0.000026266234,0.000006723874,0.015721856,0.000039077815,0.000003987413,0.00018553993,0.0010439896,0.00007419271],"about_ca_topic_score_codex":0.25340056,"about_ca_topic_score_gemma":0.07356308,"teacher_disagreement_score":0.17983748,"about_ca_system_score_codex":0.0001811021,"about_ca_system_score_gemma":0.00048742452,"threshold_uncertainty_score":0.943342},"labels":[],"label_agreement":null},{"id":"W2916493662","doi":"10.3138/jmvfh.5.s1.2018-0025","title":"Financial stress, financial stability, and military spousal well-being","year":2019,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Stressor; Finance; Financial stability; Psychology; Quality of life (healthcare); Stress (linguistics); Clinical psychology; Business; Financial system","score_opus":0.031720034768500764,"score_gpt":0.34087386660633123,"score_spread":0.30915383183783046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916493662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95012814,0.04210591,0.000018754421,0.0044039106,0.0016667426,0.0006228791,0.000060528597,0.00002242033,0.0009707065],"genre_scores_gemma":[0.97189,0.019992067,0.0004018321,0.006643322,0.0008577394,0.000006202758,0.000009410503,0.00002469326,0.00017475901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967103,0.00060256256,0.0012899354,0.00033502383,0.0003817899,0.0006803788],"domain_scores_gemma":[0.998505,0.00047213296,0.00027843993,0.00023123418,0.00020075179,0.00031243145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018527017,0.00028045062,0.0008562794,0.00017663876,0.0008427522,0.0000032786538,0.00015846005,0.00018082708,0.00011272493],"category_scores_gemma":[0.00017317166,0.00022750995,0.00013148946,0.00012767597,0.00016065838,0.0002959519,0.00017554908,0.0010212887,0.000020117457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012988566,0.0001851996,0.941395,0.0019403968,0.00005367965,0.000043660788,0.020606227,0.0000031099335,0.00029073504,0.0006048825,0.024666226,0.008912018],"study_design_scores_gemma":[0.0027787297,0.0020761762,0.96804535,0.00096571585,0.000027915992,0.000015633386,0.0054290453,0.000037454654,0.0000037612806,0.002457857,0.017924614,0.0002377306],"about_ca_topic_score_codex":0.0015781468,"about_ca_topic_score_gemma":0.00086266495,"teacher_disagreement_score":0.026650356,"about_ca_system_score_codex":0.0001422774,"about_ca_system_score_gemma":0.0007272046,"threshold_uncertainty_score":0.92775863},"labels":[],"label_agreement":null},{"id":"W2917182686","doi":"10.1017/s0144686x19000138","title":"Maintaining the ‘caring self’ and working relationships: a critically informed analysis of meaning-construction among paid companions in long-term residential care","year":2019,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Manitoba","funders":"","keywords":"Public relations; Care work; Context (archaeology); Meaning (existential); Nature versus nurture; Narrative; Perspective (graphical); Sociology; Identity (music); Work (physics); Nursing; Psychology; Social psychology; Political science; Medicine; Aesthetics","score_opus":0.032909565399603345,"score_gpt":0.3432784545265339,"score_spread":0.31036888912693056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917182686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960952,0.00022682699,0.00014164913,0.0003129476,0.00010863007,0.00026981827,0.0000020625316,0.000044205448,0.0027986574],"genre_scores_gemma":[0.99915427,0.00023151874,0.00038826838,0.0000889314,0.00005067299,0.000017603477,0.0000139558415,0.000008164549,0.000046614485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882793,0.00023110444,0.00037719109,0.00017253624,0.00014293921,0.00024831234],"domain_scores_gemma":[0.99855036,0.0010456551,0.00013571087,0.00013124118,0.000099196666,0.000037834427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066236005,0.00009824161,0.0002621656,0.00008774494,0.0011165194,0.000025064712,0.00005808672,0.000114888266,0.000012508325],"category_scores_gemma":[0.00014964942,0.00007843018,0.00009836378,0.00039027672,0.00012998449,0.00013135048,0.0001485845,0.0004998434,6.6261646e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000460026,0.0000034966313,0.8708592,0.00011213797,0.0002525378,8.944998e-7,0.12423941,0.000040173927,0.000009492457,0.0042201336,0.0000110443925,0.00024690377],"study_design_scores_gemma":[0.00034081287,0.000011684172,0.87314403,0.0004346344,0.00030028107,2.8145826e-7,0.124635704,0.0008583113,0.000001120956,0.00018865867,0.000011113992,0.00007338036],"about_ca_topic_score_codex":0.0005886863,"about_ca_topic_score_gemma":0.0038400947,"teacher_disagreement_score":0.004031475,"about_ca_system_score_codex":0.00007546386,"about_ca_system_score_gemma":0.000043971686,"threshold_uncertainty_score":0.8587477},"labels":[],"label_agreement":null},{"id":"W2917649878","doi":"10.1111/sjoe.12344","title":"Hours Worked in Europe and the United States: New Data, New Answers*","year":2019,"lang":"en","type":"article","venue":"Scandinavian Journal of Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"H2020 European Research Council","keywords":"Quarter (Canadian coin); Harmonization; Demographic economics; Construct (python library); Aggregate data; Economics; Demography; Work (physics); Western europe; Work hours; Geography; Political science; Labour economics; Sociology; Working hours; International economics; Statistics; Mathematics; European union","score_opus":0.07407572003659652,"score_gpt":0.35275633226078446,"score_spread":0.27868061222418794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917649878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792323,0.00094573083,0.000035537436,0.01637275,0.000930223,0.00030965032,0.00001564004,0.000006145987,0.0021520096],"genre_scores_gemma":[0.9609036,0.016590558,0.00035468675,0.0042017964,0.0012151024,0.0000020761954,0.000068366855,0.00006140994,0.016602429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986417,0.00023197038,0.0006333926,0.00015048885,0.000049880407,0.00029253974],"domain_scores_gemma":[0.99850756,0.00043545547,0.0004966065,0.00031333222,0.00007391229,0.00017312783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011180163,0.00012750701,0.00038456515,0.00017977918,0.00015444681,0.000028128079,0.00041381977,0.00005721497,0.00018786019],"category_scores_gemma":[0.00012256781,0.000084043146,0.000034492907,0.00021822365,0.00007667892,0.0002809729,0.00020452033,0.0005243787,0.000058888534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008310534,0.000017345425,0.9173475,0.000022293403,0.00012019796,0.000007292389,0.007956462,0.00027600332,6.5121753e-7,0.0029829915,0.06663731,0.003800932],"study_design_scores_gemma":[0.033017557,0.0004988454,0.53508806,0.0017561038,0.00017059762,0.000030901785,0.02402093,0.0009686962,0.000002088222,0.014973512,0.38895604,0.0005166903],"about_ca_topic_score_codex":0.0015345572,"about_ca_topic_score_gemma":0.0010342224,"teacher_disagreement_score":0.38225943,"about_ca_system_score_codex":0.00008039807,"about_ca_system_score_gemma":0.00031886224,"threshold_uncertainty_score":0.342718},"labels":[],"label_agreement":null},{"id":"W2917679027","doi":"10.3138/jmvfh.5.s1.2018-0028","title":"The impact of financial strain and external locus of control on psychological distress among single CAF members with children","year":2019,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Stressor; Locus of control; Psychology; Distress; Financial distress; Psychological distress; Single mothers; Finance; Clinical psychology; Developmental psychology; Mental health; Business; Psychiatry; Financial system","score_opus":0.029109926521000053,"score_gpt":0.37037593389306506,"score_spread":0.34126600737206503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917679027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912888,0.007105676,0.000022087796,0.0006157708,0.00015524609,0.0004587821,0.00016269782,0.0000034793177,0.00018744938],"genre_scores_gemma":[0.9974255,0.0019895998,0.00004206787,0.00038959447,0.00011499692,0.0000022329543,0.000002106505,0.000008761497,0.000025164376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817866,0.0004090298,0.000721267,0.00013825342,0.00024560443,0.00030716005],"domain_scores_gemma":[0.9986336,0.00043673557,0.0005192704,0.00013881987,0.00010947814,0.00016205487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008735715,0.00015175232,0.0005520178,0.000062501764,0.00027288077,0.0000023552439,0.00010900293,0.00007295401,0.000013014342],"category_scores_gemma":[0.00004429586,0.00007494187,0.00010616148,0.00005690593,0.00023853494,0.00007409395,0.000022630386,0.00045200784,3.877693e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003155064,0.00019070228,0.97864527,0.00010508314,0.00010448471,0.0000060193165,0.002350472,0.000033751432,0.0002643983,0.000043632062,0.0010684825,0.014032663],"study_design_scores_gemma":[0.0036486727,0.009272545,0.9852819,0.0006474693,0.000018026556,0.0000134140055,0.0008821362,0.0000097159345,7.5786625e-7,0.00013413932,0.000022252036,0.00006900071],"about_ca_topic_score_codex":0.0016595554,"about_ca_topic_score_gemma":0.00025096265,"teacher_disagreement_score":0.013963662,"about_ca_system_score_codex":0.000055218123,"about_ca_system_score_gemma":0.00009789022,"threshold_uncertainty_score":0.30560407},"labels":[],"label_agreement":null},{"id":"W2918885529","doi":"10.1016/j.socscimed.2019.02.047","title":"The effect of unemployment benefits on health: A propensity score analysis","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Unemployment; Demographic economics; Socioeconomic status; Propensity score matching; Public health; Disadvantaged; Recession; Economics; Environmental health; Medicine; Economic growth; Population","score_opus":0.08413882248702961,"score_gpt":0.4317688638537544,"score_spread":0.3476300413667248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918885529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95604664,0.00029515222,0.000001925156,0.03299573,0.0007130939,0.0012269111,0.000003903102,0.000029366196,0.008687296],"genre_scores_gemma":[0.99760246,0.00008053394,2.8310146e-7,0.0009998137,0.00025221042,0.000045099277,0.0000031157833,0.0000056556883,0.0010108014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742955,0.00037677356,0.00040485244,0.00028308603,0.0009503301,0.0005554305],"domain_scores_gemma":[0.99846506,0.0006559882,0.0003309774,0.0002539039,0.00018689154,0.00010715999],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047927825,0.00012602638,0.00054376863,0.00013984555,0.002997946,0.0000042644015,0.00033372294,0.000044489207,0.00010129919],"category_scores_gemma":[0.0004109858,0.00005953585,0.000083255705,0.0017715481,0.00085739075,0.000051952888,0.00012619222,0.00025608804,0.000034010995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009312952,0.000011145792,0.96852577,0.000056020013,0.0000648139,1.984556e-7,0.008848666,0.000003045606,0.000087359105,0.0044945874,0.0031010748,0.014714163],"study_design_scores_gemma":[0.0011208083,0.0017663263,0.9912096,0.00029334813,0.00013156729,4.663715e-8,0.0010060978,0.000012943356,0.000089169334,0.00017014216,0.004109187,0.000090710244],"about_ca_topic_score_codex":0.0015325993,"about_ca_topic_score_gemma":0.000731881,"teacher_disagreement_score":0.041555863,"about_ca_system_score_codex":0.00021714752,"about_ca_system_score_gemma":0.00017364965,"threshold_uncertainty_score":0.9983},"labels":[],"label_agreement":null},{"id":"W2919397875","doi":"10.1016/j.jhealeco.2019.06.007","title":"The shattered “Iron Rice Bowl”: Intergenerational effects of Chinese State-Owned Enterprise reform","year":2019,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Layoff; Demographic economics; Overweight; Economics; Natural experiment; Consumption (sociology); Demography; Obesity; Medicine; Unemployment; Economic growth","score_opus":0.017323032983248547,"score_gpt":0.3539551522478306,"score_spread":0.33663211926458203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919397875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97786736,0.0015856834,0.00005669949,0.015621421,0.003647094,0.00049636833,0.000012688624,0.000006603707,0.00070609554],"genre_scores_gemma":[0.9909384,0.0051667094,0.00010693886,0.00196718,0.0003814188,0.00001299449,0.000005344728,0.000021099124,0.0013999189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975773,0.00030197747,0.0015439728,0.00011212608,0.00011514661,0.00034947062],"domain_scores_gemma":[0.9967341,0.0008318878,0.0019465227,0.00020361172,0.0001767393,0.00010714524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015589941,0.00014085534,0.00050427584,0.00009581693,0.00047567778,0.00001038721,0.00023826602,0.000058497786,0.00005727595],"category_scores_gemma":[0.00011492945,0.00008299807,0.00013249717,0.000052626794,0.000035087985,0.0002067694,0.00010864844,0.0004149305,0.000051232877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013434506,0.00027018413,0.94131553,0.0026814907,0.0004439487,0.0000034123868,0.016062526,0.00020427894,0.00044742518,0.0016049825,0.02438964,0.011233135],"study_design_scores_gemma":[0.006415254,0.0022476886,0.91300064,0.00092935667,0.000034152014,0.000013149094,0.002743921,0.00047736417,0.00014805967,0.005296165,0.06834248,0.00035176033],"about_ca_topic_score_codex":0.00015337976,"about_ca_topic_score_gemma":0.00035488626,"teacher_disagreement_score":0.043952838,"about_ca_system_score_codex":0.0006120348,"about_ca_system_score_gemma":0.00049064297,"threshold_uncertainty_score":0.3658577},"labels":[],"label_agreement":null},{"id":"W2919575420","doi":"10.34989/san-2017-6","title":"Downward Nominal Wage Rigidity, Inflation and Unemployment: New Evidence Using Micro‐Level Data","year":2021,"lang":"en","type":"article","venue":"Staff Analytical Notes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Unemployment; Rigidity (electromagnetism); Wage; Inflation (cosmology); Keynesian economics; Recession; Humanities; Macroeconomics; Labour economics; Philosophy; Physics","score_opus":0.4244171505444297,"score_gpt":0.4911416295090382,"score_spread":0.06672447896460854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919575420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98449683,0.0014507556,0.0046322593,0.008085109,0.00028797926,0.00031816866,0.00020067321,0.000063757805,0.00046445365],"genre_scores_gemma":[0.98752594,0.0004397464,0.008587203,0.0004942118,0.0008700224,0.0000042270317,0.00013679893,0.00003496623,0.0019068876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787295,0.00023960885,0.000519786,0.00056075817,0.00030670888,0.0005002074],"domain_scores_gemma":[0.9976547,0.0011850118,0.00013322297,0.0006097632,0.00019595043,0.00022139329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047532216,0.00021355643,0.0003722924,0.00007394487,0.0006863781,0.000046582627,0.00023829275,0.00014481696,0.00048297964],"category_scores_gemma":[0.0016913222,0.0001875757,0.00004832437,0.00028110656,0.00014141762,0.00044035117,0.0012484153,0.00035926668,0.00006294593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017038152,0.00020200464,0.96081984,0.0004580764,0.00030862805,0.00009010199,0.0023228982,0.00006751936,0.009707446,0.005420952,0.013438181,0.006993955],"study_design_scores_gemma":[0.007670124,0.0008497491,0.7320061,0.0072271004,0.004342627,0.000064736654,0.00806772,0.113435514,0.0035468736,0.024191726,0.09485986,0.0037379172],"about_ca_topic_score_codex":0.0022381605,"about_ca_topic_score_gemma":0.0012682314,"teacher_disagreement_score":0.2288138,"about_ca_system_score_codex":0.0001166336,"about_ca_system_score_gemma":0.0005183186,"threshold_uncertainty_score":0.76491153},"labels":[],"label_agreement":null},{"id":"W2919652524","doi":"10.25071/1705-1436.74","title":"The Targeted Wage Subsidy: How Program Design Creates Incentives for “Creaming”","year":2009,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsidy; Wage; Incentive; Business; Accountability; Welfare; Work (physics); Disadvantage; Service delivery framework; Population; Social Welfare; Program Design Language; Psychological intervention; Public economics; Public relations; Labour economics; Service (business); Economics; Marketing; Political science; Engineering; Sociology","score_opus":0.08109142174158096,"score_gpt":0.4151680396844971,"score_spread":0.33407661794291615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919652524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82816017,0.0072720307,0.0025404536,0.13649812,0.0020089617,0.012619699,0.00014360275,0.0016008074,0.0091561675],"genre_scores_gemma":[0.9538864,0.00058460527,0.0022150367,0.0010666545,0.0006266879,0.0010697347,0.000029731118,0.000032947886,0.040488224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826795,0.0003017442,0.00025978585,0.00025094635,0.00016994153,0.00074965635],"domain_scores_gemma":[0.99832046,0.0009050784,0.00017108623,0.0002469177,0.00027219934,0.000084282314],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007032036,0.00019859703,0.00024590918,0.000042753432,0.002616104,0.00005690974,0.00023090551,0.00012856616,0.000038572987],"category_scores_gemma":[0.00046085636,0.000121121,0.00008773748,0.00020276612,0.0000833172,0.00012986819,0.000055920536,0.00025821265,0.00003832475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013491032,0.00096549926,0.12193335,0.00047628078,0.0005449825,0.00001937088,0.025705233,0.000005092668,0.0029693705,0.13835666,0.49743566,0.2102394],"study_design_scores_gemma":[0.0016507283,0.0008368648,0.31050003,0.00015135595,0.00008400943,3.3043563e-7,0.012207116,0.00007419921,0.0008705382,0.005492093,0.66779906,0.0003336863],"about_ca_topic_score_codex":0.000047928563,"about_ca_topic_score_gemma":0.000095630385,"teacher_disagreement_score":0.20990571,"about_ca_system_score_codex":0.000063677275,"about_ca_system_score_gemma":0.00008360667,"threshold_uncertainty_score":0.9986824},"labels":[],"label_agreement":null},{"id":"W2919712026","doi":"10.25071/1705-1436.24","title":"Making Temporary Permanent: The Silent Transformation of the Temporary Foreign Worker Program","year":2012,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Labour economics; Recession; Economics; Term (time); Business; Macroeconomics","score_opus":0.10643522752135354,"score_gpt":0.4070069155326965,"score_spread":0.300571688011343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919712026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91614383,0.0012439725,0.00001717034,0.008842443,0.00082041183,0.0020940367,0.000029614188,0.00011888073,0.070689626],"genre_scores_gemma":[0.9949682,0.000060420178,0.00003594622,0.0011141708,0.0005038704,0.00037112943,0.000013133674,0.0000228168,0.002910316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983069,0.0003553618,0.00047441348,0.0001034758,0.000312451,0.0004474403],"domain_scores_gemma":[0.9991369,0.00014292935,0.00027218062,0.00031846442,0.00008488195,0.00004463631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000772274,0.00014833586,0.00018153388,0.000037505743,0.0010396945,0.000008268206,0.00024633913,0.00011189634,0.00019043873],"category_scores_gemma":[0.000031071602,0.00007241421,0.00011486453,0.00025848902,0.00008733621,0.00028160747,0.00013132277,0.00040275545,0.00005676332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033347715,0.00013368233,0.94002265,0.00033691022,0.00005138971,3.101287e-7,0.018309081,0.0000018779729,0.00002320215,0.021712458,0.014509208,0.0048659],"study_design_scores_gemma":[0.0004415218,0.00003926294,0.75974107,0.0003846162,0.00005794638,0.0000011510049,0.036607966,0.000016847234,0.000068757996,0.0006662852,0.20183913,0.00013543555],"about_ca_topic_score_codex":0.00015933224,"about_ca_topic_score_gemma":0.000048120906,"teacher_disagreement_score":0.18732993,"about_ca_system_score_codex":0.00004698382,"about_ca_system_score_gemma":0.00006782512,"threshold_uncertainty_score":0.7996595},"labels":[],"label_agreement":null},{"id":"W2920963728","doi":"10.25071/1705-1436.66","title":"A Ladder Up: Ontario Firefighters’ Wages in Neoliberal Times","year":2009,"lang":"en","type":"article","venue":"Just Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Economics; Demographic economics; Business","score_opus":0.049922903459558535,"score_gpt":0.38044632523705574,"score_spread":0.3305234217774972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920963728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9188873,0.00023062424,0.0000015746556,0.020062637,0.0006575148,0.0003154991,0.000009158574,0.00011155761,0.059724107],"genre_scores_gemma":[0.6819623,0.000036661346,0.00006554797,0.0071571283,0.00023719916,0.00003169348,0.00001074144,0.000011257585,0.31048745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986426,0.00011655105,0.00032306308,0.00022129511,0.00015679529,0.0005396823],"domain_scores_gemma":[0.99951136,0.000085548025,0.00007787402,0.00019570423,0.0000558917,0.00007362769],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018446811,0.00016223907,0.00026386665,0.00009046366,0.00034593372,0.0000101868545,0.00013030191,0.00013891504,0.0033840735],"category_scores_gemma":[0.000028706741,0.00012929982,0.000051972256,0.00015629307,0.000022259032,0.00013755975,0.000067974615,0.00048499217,0.0005681092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008666478,0.00011475234,0.6124337,0.000057223362,0.000035091107,0.0000415438,0.06914847,0.000002064746,0.00005948545,0.015501932,0.29952276,0.0029963031],"study_design_scores_gemma":[0.00084333145,0.000059265716,0.75653404,0.00008680587,0.000009929102,4.410701e-7,0.0012990665,0.0000018570663,0.000009938141,0.003212786,0.2378014,0.000141133],"about_ca_topic_score_codex":0.023402365,"about_ca_topic_score_gemma":0.10068043,"teacher_disagreement_score":0.25076333,"about_ca_system_score_codex":0.0001890995,"about_ca_system_score_gemma":0.00014409043,"threshold_uncertainty_score":0.99752694},"labels":[],"label_agreement":null},{"id":"W2921592267","doi":"10.1177/0020731419832243","title":"Occupational Gradients in Work-Related Insecurity and Health: Interrogating the Links","year":2019,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Job insecurity; Work (physics); Environmental health; Precarious work; Demographic economics; Medicine; Economics; Engineering","score_opus":0.055384727624393205,"score_gpt":0.44160144428931375,"score_spread":0.3862167166649205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921592267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219321,0.002907469,0.000004621282,0.07186951,0.0025760112,0.0003692413,0.000008570667,0.000011820649,0.00032065043],"genre_scores_gemma":[0.9877564,0.0007291186,0.00007877793,0.011072398,0.00022458636,0.000008606887,0.000013992631,0.000010863283,0.00010528919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971271,0.000484363,0.0014208991,0.00014412634,0.00050961215,0.00031390204],"domain_scores_gemma":[0.99751264,0.00039495216,0.0015145822,0.00009455431,0.0003932231,0.00009007327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027508393,0.00012391774,0.0003291858,0.00023310768,0.00031656094,0.0000207195,0.0003897977,0.0001002742,0.0001371741],"category_scores_gemma":[0.000029795374,0.000083899,0.000056919762,0.00017914755,0.000033555887,0.00026518572,0.00019164915,0.0010048138,0.000035031542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010557546,0.000053976208,0.96173096,0.00017414962,0.00007471696,0.000002745242,0.03133668,0.000017631906,0.0000014444389,0.00094520266,0.00048190865,0.005074998],"study_design_scores_gemma":[0.0014190435,0.00014131649,0.98009044,0.002528445,0.000003009975,0.000008516747,0.00882078,0.000105291234,3.9092717e-7,0.0013940126,0.0054233763,0.000065368964],"about_ca_topic_score_codex":0.0021533465,"about_ca_topic_score_gemma":0.003459947,"teacher_disagreement_score":0.065824255,"about_ca_system_score_codex":0.00030603627,"about_ca_system_score_gemma":0.00037418125,"threshold_uncertainty_score":0.43654716},"labels":[],"label_agreement":null},{"id":"W2921637056","doi":"10.4038/jccpsl.v24i4.8159","title":"Healthcare seeking behaviour among female garment workers in Koggala Free Trade Zone, Sri Lanka","year":2018,"lang":"en","type":"article","venue":"Journal of the College of Community Physicians of Sri Lanka","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical journal; Sri lanka; Health care; Medicine; Political science; Medical education; Public relations; Family medicine; Law; History","score_opus":0.05124061264119947,"score_gpt":0.36554870172201487,"score_spread":0.3143080890808154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921637056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824721,0.0002602966,0.0000049558453,0.011760506,0.00079208275,0.00056970265,0.00018953416,0.000015150026,0.0039356705],"genre_scores_gemma":[0.9985627,0.00006856655,0.00015169363,0.0006193489,0.00037974765,0.000012615272,0.000003426436,0.00002354292,0.0001783888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99541175,0.0020280827,0.0013309143,0.00009680236,0.00063799036,0.00049444527],"domain_scores_gemma":[0.9959977,0.000692357,0.0018415854,0.0009358533,0.00044082597,0.00009163379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001885179,0.00024966436,0.00090287556,0.00023393711,0.0011231101,0.0000054021484,0.0014835609,0.00016918175,0.00003276606],"category_scores_gemma":[0.00014919552,0.00018653764,0.0003343151,0.0005819887,0.0004439313,0.00020817664,0.00064022024,0.0019523639,0.0000023090613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029117704,0.0007044306,0.88997304,0.00034048932,0.00018089678,0.000006176841,0.09722308,0.000018247263,0.0004397389,0.00021531728,0.010200223,0.0004071633],"study_design_scores_gemma":[0.002019962,0.00071231474,0.78179246,0.0035295666,0.00011539033,0.000002622157,0.20951778,0.0000062592126,0.0004786593,0.00060961785,0.0010493038,0.00016608508],"about_ca_topic_score_codex":0.00444127,"about_ca_topic_score_gemma":0.017237496,"teacher_disagreement_score":0.112294696,"about_ca_system_score_codex":0.0002627836,"about_ca_system_score_gemma":0.00027405872,"threshold_uncertainty_score":0.9618927},"labels":[],"label_agreement":null},{"id":"W2921999590","doi":"10.1177/0896920519827634","title":"Precarization and Labor Resistance: Canada, the USA, India and China","year":2019,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); China; Odds; Government (linguistics); Wage; State (computer science); Power (physics); Political science; Sociology; Economic growth; Labour economics; Economics; Law","score_opus":0.020529465784505676,"score_gpt":0.3765220068432912,"score_spread":0.3559925410587855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921999590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9364829,0.0011056558,0.0000060838865,0.05301661,0.00042668564,0.00022941642,0.000022858607,0.000009950601,0.008699812],"genre_scores_gemma":[0.9916618,0.00011065009,0.000018851242,0.0037151224,0.00012324883,0.00003266204,0.000005340357,0.00000544317,0.0043268846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991694,0.0002746737,0.00012504678,0.00013356631,0.00005584939,0.00024148286],"domain_scores_gemma":[0.9987036,0.0011034852,0.00002070122,0.00007876518,0.000049211074,0.000044258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018622309,0.000060570703,0.0001310433,0.0000075418825,0.0006223749,0.0000027592862,0.00004230879,0.0001132854,0.00031858226],"category_scores_gemma":[0.00041821803,0.00003894758,0.000006976573,0.000026233773,0.00034812652,0.000025112187,0.0000799664,0.0002574382,0.000016426946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008440786,0.0000025671156,0.7726049,0.00006393078,0.000007938074,5.659674e-7,0.0025856649,1.27056605e-8,0.000016721138,0.21638744,0.008260871,0.00006096546],"study_design_scores_gemma":[0.00017391736,0.000018373408,0.96347445,0.00001720551,0.000010909402,1.7418192e-7,0.0012868064,0.0000018649332,0.0000012655086,0.013414292,0.021552518,0.00004824609],"about_ca_topic_score_codex":0.022612529,"about_ca_topic_score_gemma":0.16492262,"teacher_disagreement_score":0.20297314,"about_ca_system_score_codex":0.000036180565,"about_ca_system_score_gemma":0.00012052528,"threshold_uncertainty_score":0.98389596},"labels":[],"label_agreement":null},{"id":"W2922508737","doi":"10.1257/mac.20160078","title":"Employment Adjustment and Part-Time Work: Lessons from the United States and the United Kingdom","year":2019,"lang":"en","type":"article","venue":"American Economic Journal Macroeconomics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"European Social Fund; Fundação para a Ciência e a Tecnologia; Royal Economic Society","keywords":"Economics; Work (physics); Kingdom; Labour economics; Macroeconomics; Demographic economics; Keynesian economics","score_opus":0.03941553480592112,"score_gpt":0.34200733199449695,"score_spread":0.3025917971885758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922508737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9332315,0.00056685513,0.000011764969,0.064041644,0.00084838225,0.00068964163,0.0001234876,0.000035280977,0.00045146563],"genre_scores_gemma":[0.9566543,0.018808043,0.00010422283,0.021348417,0.0010580736,0.00010459428,0.00013188129,0.000088470406,0.0017019606],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749655,0.0006217621,0.00083153567,0.00035470937,0.00006511128,0.00063035014],"domain_scores_gemma":[0.9957143,0.0026911588,0.00096057047,0.0003960712,0.000049599716,0.00018827306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010602907,0.0003131458,0.0006454569,0.00012889106,0.0012524968,0.00011428707,0.0003532857,0.0000618124,0.00067028694],"category_scores_gemma":[0.00003591655,0.00019052863,0.00010144595,0.000114045695,0.0008678801,0.00014090537,0.0004430071,0.00075360964,0.00044082853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015329013,0.000053194897,0.8951285,0.00001651207,0.0018099793,0.000005039511,0.013986991,0.0016041398,0.0000056466683,0.014817141,0.054144066,0.016895879],"study_design_scores_gemma":[0.006654449,0.00027895378,0.26121768,0.00018721985,0.00027587306,0.000022561871,0.024953026,0.0026940089,0.000002885415,0.005201288,0.6979438,0.0005682313],"about_ca_topic_score_codex":0.011785831,"about_ca_topic_score_gemma":0.0006591931,"teacher_disagreement_score":0.6437997,"about_ca_system_score_codex":0.00036532892,"about_ca_system_score_gemma":0.00012387068,"threshold_uncertainty_score":0.9947948},"labels":[],"label_agreement":null},{"id":"W2922700481","doi":"10.2139/ssrn.3753777","title":"On the Evolution of Multiple Jobholding in Canada","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; York University; Université du Québec à Montréal; Bank of Canada","funders":"Institut für Arbeitsmarkt- und Berufsforschung; W.E. Upjohn Institute for Employment Research","keywords":"Geography; Political science","score_opus":0.03154744248003772,"score_gpt":0.3130969816939667,"score_spread":0.281549539213929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922700481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718052,0.00085995847,0.00023060184,0.025462124,0.00016406282,0.00017294266,0.000002803052,0.000005341005,0.0012969639],"genre_scores_gemma":[0.9985721,0.00035763244,0.0000018530208,0.0007339139,0.00014569297,0.0000076993265,5.0257086e-7,0.000008130981,0.00017247058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981639,0.0002196206,0.00028893637,0.00007857537,0.00019426463,0.0010547538],"domain_scores_gemma":[0.99931204,0.00038913533,0.00015216816,0.00006151658,0.000047817684,0.00003729157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007970335,0.00006964329,0.00013125416,0.000030159368,0.00037223278,0.0000015076434,0.00014105432,0.00002633906,0.00005177373],"category_scores_gemma":[0.00038540285,0.000044528377,0.0000313666,0.00016400636,0.000012779072,0.00003584384,0.0000361993,0.0017789266,0.000008339093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00010263574,0.00001257228,0.802735,0.00001696286,0.00005807454,0.0000016985394,0.0014339196,0.000113437454,0.00023670372,0.19106984,0.0033584125,0.00086075737],"study_design_scores_gemma":[0.005005228,0.000967839,0.39597675,0.00058942765,0.00006136328,0.000010193021,0.3272966,0.0018369096,0.00014263597,0.26069263,0.0069220667,0.00049832324],"about_ca_topic_score_codex":0.64692175,"about_ca_topic_score_gemma":0.9752675,"teacher_disagreement_score":0.40675822,"about_ca_system_score_codex":0.0038994374,"about_ca_system_score_gemma":0.007336024,"threshold_uncertainty_score":0.9999244},"labels":[],"label_agreement":null},{"id":"W2923575027","doi":"","title":"Firm-level Insights into Skills Shortages and Wages Growth | Bulletin – March Quarter 2019","year":2019,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economic shortage; Labour economics; Business; Economics; Geography","score_opus":0.023179655336140435,"score_gpt":0.31858554243119497,"score_spread":0.29540588709505455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923575027","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18612078,0.0020151671,0.000037839112,0.8028921,0.0010216066,0.0017324857,0.00007166689,0.00019509139,0.005913297],"genre_scores_gemma":[0.99101114,0.0017198207,0.0004543435,0.0024051254,0.00035135535,0.00013829384,0.0000732605,0.0000766007,0.0037700315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965951,0.00039988387,0.0009923477,0.0007152784,0.000526127,0.00077129435],"domain_scores_gemma":[0.9975282,0.0009989848,0.00035753395,0.0005857823,0.00031918116,0.00021029479],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006093598,0.00046318184,0.00082185183,0.00029261157,0.0005787431,0.000019303765,0.00037602283,0.00030440968,0.0051024687],"category_scores_gemma":[0.00016563754,0.00038561,0.00015253195,0.00018982567,0.0002385953,0.00008526924,0.0005582314,0.00068310293,0.0046642195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012340677,0.00019491719,0.06344805,0.00062566303,0.00014951293,0.0000074615878,0.007304134,0.0000010669347,0.0009843662,0.0017631738,0.92535615,0.000042073134],"study_design_scores_gemma":[0.0014731777,0.00033590882,0.19550216,0.00048782048,0.00005342068,0.0000019353859,0.0015732094,0.0000039335937,0.00018447677,0.00074283575,0.799169,0.00047214667],"about_ca_topic_score_codex":0.0006101387,"about_ca_topic_score_gemma":0.000116310555,"teacher_disagreement_score":0.8048904,"about_ca_system_score_codex":0.000057330166,"about_ca_system_score_gemma":0.0000658297,"threshold_uncertainty_score":0.9998596},"labels":[],"label_agreement":null},{"id":"W2924757012","doi":"10.34989/san-2017-9","title":"Labour Force Participation: A Comparison of the United States and Canada","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Political science; Humanities; Economics; Art","score_opus":0.09560157715888065,"score_gpt":0.44222783509670177,"score_spread":0.3466262579378211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924757012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872799,0.00024151985,3.9604961e-7,0.003702934,0.00040081513,0.0006798823,0.0000881634,0.000008522598,0.007597852],"genre_scores_gemma":[0.98914516,0.005183851,0.00002158524,0.00026688172,0.000071331066,0.00025251892,0.0000970001,0.000021027465,0.004940635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747884,0.00080924376,0.0006603762,0.00032862474,0.00021635178,0.00050654],"domain_scores_gemma":[0.99761707,0.0012457083,0.0002621202,0.00050122547,0.00028612724,0.000087730026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000889689,0.00014833777,0.0004460936,0.00010913289,0.0005117221,0.000017355796,0.00027525716,0.00018215379,0.000081972175],"category_scores_gemma":[0.00055768935,0.0001202234,0.000042983986,0.0001274274,0.0001881235,0.000024784747,0.0016067874,0.0014408738,3.639281e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031304484,0.00003990692,0.9867142,0.0005882676,0.000098701705,0.0000022016827,0.0057385094,0.0027983133,0.0000057914585,0.00047996404,0.00086008746,0.0026427663],"study_design_scores_gemma":[0.00074844784,0.00004970865,0.8665238,0.0011029446,0.000023214836,2.545694e-7,0.054544568,0.0057616606,0.000084018175,0.0007923652,0.07007755,0.00029147635],"about_ca_topic_score_codex":0.5346941,"about_ca_topic_score_gemma":0.94546556,"teacher_disagreement_score":0.4107715,"about_ca_system_score_codex":0.0005979101,"about_ca_system_score_gemma":0.0017831045,"threshold_uncertainty_score":0.625996},"labels":[],"label_agreement":null},{"id":"W2934211471","doi":"10.7202/1056979ar","title":"La qualité d’emploi en France : cartographie et classification des professions d’exécution","year":2019,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Philosophy","score_opus":0.0740584555808562,"score_gpt":0.39417688923165584,"score_spread":0.3201184336507996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934211471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8381943,0.008149014,0.001017192,0.083225586,0.002783133,0.002018841,0.00021283608,0.0002767381,0.06412237],"genre_scores_gemma":[0.8205215,0.003444108,0.00046853395,0.00032429036,0.00036962482,0.0002452602,0.0002122666,0.000066460234,0.17434795],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99310184,0.004139311,0.0010020644,0.0005801999,0.00043535058,0.00074125687],"domain_scores_gemma":[0.9946106,0.003670581,0.00049419195,0.00064732495,0.00037819677,0.00019908631],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0020521337,0.00040931883,0.0004541143,0.00039633995,0.001892012,0.00004279085,0.00026787363,0.0019469782,0.0019672806],"category_scores_gemma":[0.00087129814,0.00040202358,0.00020037834,0.0014333845,0.00059738016,0.0006768829,0.00021139998,0.0029811875,0.0026438995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021645576,0.00028644028,0.7000707,0.00010031694,0.00015696477,0.0000022394765,0.02900213,0.000083916224,0.0001461022,0.20644747,0.04119775,0.022484375],"study_design_scores_gemma":[0.00071569055,0.00008205517,0.46868676,0.0015250013,0.00012636629,0.0000027941153,0.031158954,0.00015331259,0.00001337345,0.004120974,0.49309254,0.00032220516],"about_ca_topic_score_codex":0.0010032787,"about_ca_topic_score_gemma":0.00033562956,"teacher_disagreement_score":0.4518948,"about_ca_system_score_codex":0.00029064616,"about_ca_system_score_gemma":0.0006733661,"threshold_uncertainty_score":0.9998432},"labels":[],"label_agreement":null},{"id":"W2935268149","doi":"10.1177/0891242419838324","title":"Can Workers in Low-End Occupations Climb the Job Ladder?","year":2019,"lang":"en","type":"article","venue":"Economic Development Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climb; Workforce; Labour economics; Recession; Inequality; Demographic economics; Educational attainment; Economics; Business; Economic growth; Engineering","score_opus":0.02580344543397531,"score_gpt":0.3263026409165098,"score_spread":0.30049919548253445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935268149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95315325,0.000036033824,0.000007765215,0.0069207805,0.0015927773,0.00085417926,0.000011127621,0.00006022502,0.037363846],"genre_scores_gemma":[0.98251265,0.000009081568,0.00010565236,0.0009230054,0.00013174402,0.0003047457,0.00003022229,0.000022528977,0.015960377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982466,0.00015485035,0.0006714897,0.00030186592,0.000087626446,0.0005375829],"domain_scores_gemma":[0.9991411,0.00030319946,0.00017024412,0.00029710843,0.0000238846,0.00006447012],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005881205,0.000183357,0.00025942104,0.00011845862,0.00054933457,0.000020871019,0.00024722735,0.000092774266,0.0020159518],"category_scores_gemma":[0.0000074964455,0.00014125364,0.00004641059,0.00008646031,0.00004154754,0.00012146227,0.000054912427,0.0003217749,0.005693655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019527215,0.00001613846,0.9627204,0.00002695457,0.000048262835,9.2299916e-7,0.020437762,0.0000067464866,0.0000022615402,0.001428531,0.010306148,0.0049863337],"study_design_scores_gemma":[0.0007430047,0.000042863765,0.94218767,0.000117009455,0.000004541984,2.2719954e-7,0.018048031,0.000017821081,0.000002296078,0.00046036654,0.038180836,0.00019530793],"about_ca_topic_score_codex":0.0009832063,"about_ca_topic_score_gemma":0.024234371,"teacher_disagreement_score":0.029359378,"about_ca_system_score_codex":0.00047717782,"about_ca_system_score_gemma":0.00057562854,"threshold_uncertainty_score":0.99889636},"labels":[],"label_agreement":null},{"id":"W2935784162","doi":"10.51357/cs.v14i1.123","title":"Newcomer Women's Experience of Immigration and Precarious Work in Toronto","year":2018,"lang":"en","type":"article","venue":"Critical Studies An International and Interdisciplinary Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Immigration; Unit (ring theory); Immigration policy; Work (physics); Unpaid work; Demographic economics; Political science; Economic growth; Sociology; Gender studies; Psychology; Economics; Law","score_opus":0.06854538638465683,"score_gpt":0.4942073375938631,"score_spread":0.42566195120920625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935784162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869619,0.0018553778,0.000084275125,0.0054912902,0.0013718773,0.000094289455,0.0000047472395,0.000009492015,0.004126753],"genre_scores_gemma":[0.9970554,0.0013713331,0.00015555289,0.00023633087,0.00070429273,0.000046279863,0.0000010501138,0.000007121887,0.0004225997],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987514,0.00011556756,0.00049670716,0.00018584501,0.00017983734,0.00027063937],"domain_scores_gemma":[0.9990811,0.0002618345,0.00008884693,0.000065840766,0.00039309665,0.00010931826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035137328,0.00011819676,0.00024286986,0.000057367422,0.0007932428,0.000020363426,0.000120040226,0.00005178255,0.00040266558],"category_scores_gemma":[0.00018907302,0.000086674445,0.00002700878,0.000052489584,0.00056274584,0.00057632325,0.00067470135,0.00021590145,0.0000029626558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096071226,0.00019785228,0.46155205,0.00008175975,0.00017313688,0.00001680507,0.50817764,2.0847794e-7,0.00015940737,0.011643947,0.0018757215,0.01516076],"study_design_scores_gemma":[0.00073518336,0.0011046747,0.57173526,0.00066252955,0.000014497248,0.000022409527,0.40843055,0.00006448528,0.000015620608,0.014084564,0.0029555324,0.00017468032],"about_ca_topic_score_codex":0.00013700541,"about_ca_topic_score_gemma":0.0010669016,"teacher_disagreement_score":0.11018322,"about_ca_system_score_codex":0.0002659653,"about_ca_system_score_gemma":0.000015920874,"threshold_uncertainty_score":0.6101063},"labels":[],"label_agreement":null},{"id":"W2935894492","doi":"10.1080/1369183x.2019.1592397","title":"Occupational (im)mobility in the global care economy: the case of foreign-trained nurses in the Canadian context","year":2019,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Conceptualization; Phenomenon; Health care; Political science; Politics; Nursing; Medicine; Geography","score_opus":0.11390332700294142,"score_gpt":0.46244406225442386,"score_spread":0.34854073525148244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935894492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96895415,0.011493942,0.0000014174815,0.015042755,0.00024542457,0.0005962219,0.000034860146,0.000001267668,0.0036299413],"genre_scores_gemma":[0.99760854,0.00047737302,0.000003839592,0.0017077564,0.0000902277,0.000034054145,0.0000023867553,0.0000020774983,0.00007374586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986114,0.00053101423,0.0005229837,0.00007652144,0.00009978899,0.00015831634],"domain_scores_gemma":[0.99806166,0.0011218947,0.00030215486,0.00011172749,0.00037980182,0.000022781995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015907217,0.000089141715,0.00024474494,0.00005587522,0.00048851373,0.00000790897,0.000120537785,0.00005238023,0.000015964748],"category_scores_gemma":[0.00026197603,0.000038448423,0.00006133583,0.00017541354,0.0001617574,0.00010322792,0.000023177736,0.00028479245,0.0000016543845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007471808,0.000027430202,0.79274356,0.00007617189,0.000076386,0.000020219739,0.18093689,0.000007856908,7.7914524e-7,0.017750842,0.006728531,0.001556581],"study_design_scores_gemma":[0.00047641183,0.00008693405,0.51197034,0.000065701315,0.00002389557,0.000019784986,0.47981212,0.000003980753,3.7142365e-7,0.0032440731,0.0042654425,0.000030947656],"about_ca_topic_score_codex":0.036157057,"about_ca_topic_score_gemma":0.9416416,"teacher_disagreement_score":0.9054846,"about_ca_system_score_codex":0.00018675707,"about_ca_system_score_gemma":0.00038025458,"threshold_uncertainty_score":0.9702613},"labels":[],"label_agreement":null},{"id":"W2935979537","doi":"10.22215/etd/2002-05286","title":"Reconstituting employment regulatory strategies in Ontario : the Employment Standards Act 2000.","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.060184735268919216,"score_gpt":0.3897796651861581,"score_spread":0.3295949299172389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935979537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44388607,0.0015748604,0.000004622922,0.0009112439,0.0029213412,0.002052904,0.00003762367,0.00018939862,0.5484219],"genre_scores_gemma":[0.31531492,0.0007019196,0.000055504945,0.0006574145,0.00040817182,0.0010806808,0.00045881176,0.00011279276,0.6812098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951482,0.00047378085,0.0015079568,0.0007047637,0.0010711316,0.0010941991],"domain_scores_gemma":[0.997778,0.00039704808,0.00062728045,0.0006950443,0.0003862024,0.000116433715],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016444254,0.0006784998,0.0008572618,0.00027685898,0.0018146479,0.00007289057,0.00045002293,0.0006126442,0.010884195],"category_scores_gemma":[0.00009676132,0.00046079012,0.00022094377,0.00024153273,0.00011357917,0.0002629449,0.00013340145,0.0022910396,0.00019549477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056026987,0.00037559937,0.5327446,0.00074009347,0.0008146334,0.00006610814,0.16372687,0.000060909402,0.000031334217,0.02815262,0.25324333,0.019483684],"study_design_scores_gemma":[0.0012324881,0.00013246544,0.4754553,0.0024472862,0.0001451563,8.9952283e-7,0.07480936,0.0000036471997,0.000025775542,0.0015155984,0.44345698,0.00077504624],"about_ca_topic_score_codex":0.18047047,"about_ca_topic_score_gemma":0.96512955,"teacher_disagreement_score":0.7846591,"about_ca_system_score_codex":0.0041922494,"about_ca_system_score_gemma":0.0053953268,"threshold_uncertainty_score":0.9997844},"labels":[],"label_agreement":null},{"id":"W2936355789","doi":"10.51357/cs.v14i1.124","title":"Fair workplaces, better jobs: Is Ontario addressing precarious employment?","year":2018,"lang":"en","type":"article","venue":"Critical Studies An International and Interdisciplinary Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Precarious work; Demographics; Work (physics); Government (linguistics); Political science; Business; Public administration; Sociology; Demographic economics; Engineering; Economics; Demography","score_opus":0.15793201485298985,"score_gpt":0.4999891612095013,"score_spread":0.34205714635651147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936355789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8931304,0.0016725729,0.00042622842,0.06899202,0.0073224343,0.00023534444,0.000033782417,0.000077577846,0.02810961],"genre_scores_gemma":[0.9783988,0.00038719067,0.00067546393,0.0051136143,0.005432687,0.00005374045,0.000008886793,0.000033108354,0.009896484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975061,0.00019777617,0.00077748165,0.00042831936,0.00045766533,0.0006326836],"domain_scores_gemma":[0.9980378,0.00040067735,0.00016540552,0.00016752214,0.0009561351,0.0002724636],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051661744,0.00029662077,0.00041037652,0.00013974722,0.0046170726,0.00014183043,0.00035323712,0.0001281562,0.0028791616],"category_scores_gemma":[0.0001791503,0.00021733264,0.0001275818,0.000074349846,0.0008349778,0.0008558798,0.0017071513,0.00096483936,0.00012214933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069563615,0.0003188391,0.5915514,0.000093463896,0.0012212035,0.000121932775,0.17489982,3.2603774e-7,0.000059433423,0.004048033,0.20819092,0.018798972],"study_design_scores_gemma":[0.0027290292,0.0029577834,0.5085097,0.0035659769,0.00029362462,0.00030473634,0.066562556,0.00013497603,0.00005348576,0.09893994,0.3149585,0.0009896562],"about_ca_topic_score_codex":0.00035256028,"about_ca_topic_score_gemma":0.0066644317,"teacher_disagreement_score":0.10833727,"about_ca_system_score_codex":0.0004814785,"about_ca_system_score_gemma":0.000086930275,"threshold_uncertainty_score":0.99803233},"labels":[],"label_agreement":null},{"id":"W2938148401","doi":"10.5430/jbar.v8n1p52","title":"Stress in the Workplace: Causes, Effects &amp; How to Cope","year":2019,"lang":"en","type":"article","venue":"Journal of Business Administration Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Burnout; Hierarchy; Context (archaeology); Psychology; Stress (linguistics); Face (sociological concept); Social psychology; Business; Risk analysis (engineering); Cognitive psychology; Sociology; Political science; Linguistics; History; Clinical psychology; Social science","score_opus":0.14402431598385004,"score_gpt":0.49325713168757307,"score_spread":0.349232815703723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938148401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9015494,0.00021392512,0.00008915833,0.093331024,0.00066863553,0.0011133075,0.0000047188937,0.0000066351,0.003023178],"genre_scores_gemma":[0.991528,0.00013839015,0.00008369211,0.00042738975,0.0005714223,0.000062101506,0.000006267044,0.00001388218,0.007168895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964273,0.0013607506,0.00047034034,0.00014681487,0.0011322469,0.00046255268],"domain_scores_gemma":[0.9954812,0.002313146,0.00022705826,0.00027275883,0.001603813,0.00010200606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004350309,0.000112136244,0.00027987183,0.00037322668,0.00042713218,0.000086390435,0.00039788013,0.000109702,0.0002081047],"category_scores_gemma":[0.001721072,0.000068941736,0.00004173845,0.0012575778,0.00005128529,0.00023969941,0.00010329539,0.0010684752,0.0002269436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010896652,0.00041273126,0.8151934,0.0010684594,0.00005897031,0.00015602796,0.0070535615,0.00006625357,0.0018467169,0.0026691803,0.1689755,0.0014095306],"study_design_scores_gemma":[0.0013342719,0.0005517369,0.8649271,0.0013107647,0.000011386758,0.000011777137,0.007300143,0.0000036852473,0.00015365363,0.0002976784,0.123969585,0.00012819326],"about_ca_topic_score_codex":0.000068725,"about_ca_topic_score_gemma":0.0015788741,"teacher_disagreement_score":0.09290364,"about_ca_system_score_codex":0.00013208653,"about_ca_system_score_gemma":0.0007650547,"threshold_uncertainty_score":0.46420527},"labels":[],"label_agreement":null},{"id":"W2939738865","doi":"","title":"The Effect of Minimum Wage Increases on Wages, Hours Worked and Job Loss | Bulletin – September Quarter 2018","year":2018,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Labour economics; Job loss; Minimum wage; Wage growth; Wage; Economics; Hourly wage; Demographic economics; Unemployment; Economic growth","score_opus":0.019594569076709957,"score_gpt":0.32459216860143664,"score_spread":0.30499759952472666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939738865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68092597,0.0008909535,0.0000053284502,0.3036651,0.0008182019,0.0013854363,0.00007148234,0.00012034078,0.012117208],"genre_scores_gemma":[0.9961158,0.0003225705,0.00003761031,0.0008999309,0.0006873974,0.0001546405,0.000013912813,0.000058812337,0.001709318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964635,0.0010193484,0.0008820322,0.0004590432,0.00045392016,0.0007221862],"domain_scores_gemma":[0.9950702,0.003410603,0.00050681236,0.000650251,0.0001994772,0.00016266461],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015741125,0.0004069984,0.0007123402,0.00012850476,0.0010388956,0.0000148609815,0.00033552994,0.00021673414,0.0018486939],"category_scores_gemma":[0.00043670856,0.0002583929,0.00017461061,0.00016527675,0.00095052307,0.000030690433,0.00032564928,0.00045581063,0.0015194193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012058559,0.000075797325,0.047897853,0.0001801886,0.00016808668,0.0000051190777,0.0010116581,3.3346228e-7,0.00017085279,0.00016797648,0.9490203,0.00009594913],"study_design_scores_gemma":[0.0025254467,0.0022882884,0.09953342,0.0009708422,0.00013455118,0.0000030187214,0.0006788027,0.000002573099,0.00065841083,0.000059261776,0.89281803,0.00032733617],"about_ca_topic_score_codex":0.00040652082,"about_ca_topic_score_gemma":0.00019951879,"teacher_disagreement_score":0.31518984,"about_ca_system_score_codex":0.00003900413,"about_ca_system_score_gemma":0.000034420576,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W2939841551","doi":"","title":"Perceptions of Job Security in Australia | Bulletin – March Quarter 2018","year":2018,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography","score_opus":0.05681600681154072,"score_gpt":0.3863342195247836,"score_spread":0.3295182127132429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939841551","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33979598,0.00007613426,0.00003225788,0.6482441,0.0008554411,0.0010560948,0.0001499874,0.000092034636,0.00969799],"genre_scores_gemma":[0.9967377,0.00009905904,0.00028408004,0.00058826816,0.0005760355,0.00012060441,0.00002738555,0.000035706467,0.0015311384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967488,0.0004701863,0.001211623,0.00043427455,0.0004078033,0.0007273016],"domain_scores_gemma":[0.9982654,0.00033286505,0.00036283667,0.0005435272,0.00036384325,0.00013156568],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009581846,0.00028704907,0.0006342263,0.000308439,0.0003549952,0.0000049512455,0.00035282984,0.00025810362,0.02772734],"category_scores_gemma":[0.00014966066,0.0002676362,0.00016547469,0.00030362525,0.00058976864,0.000043018375,0.0002886721,0.00059740985,0.0045188223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016665678,0.00023382471,0.081172936,0.00026088662,0.00004754553,0.0000025926538,0.008752528,6.3866787e-7,0.0009798929,0.0007882939,0.907589,0.000005211769],"study_design_scores_gemma":[0.0013586847,0.000465531,0.3039924,0.00047410367,0.000039009086,0.0000014856304,0.003559514,0.0000049840883,0.00010954284,0.0007325789,0.68896484,0.00029734283],"about_ca_topic_score_codex":0.0020530778,"about_ca_topic_score_gemma":0.0012861493,"teacher_disagreement_score":0.6569417,"about_ca_system_score_codex":0.00008240614,"about_ca_system_score_gemma":0.000063444786,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W2940726749","doi":"10.1177/107937391704000102","title":"Nurse Absenteeism and Benefit Generosity: Evidence from Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Health and Human Services Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Generosity; Absenteeism; Nursing; MEDLINE; Nurse Administrator; Psychology; Medicine; Business; Political science; Social psychology","score_opus":0.07898262237622322,"score_gpt":0.42437110513495807,"score_spread":0.34538848275873485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940726749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691846,0.0042788754,0.000004006271,0.02566509,0.00045067197,0.00015774781,0.000016891103,0.0000046840423,0.0002374827],"genre_scores_gemma":[0.9956536,0.0012824269,0.000067310866,0.002148092,0.0005283978,0.000003322525,0.000009196373,0.000006667293,0.00030093308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998749,0.00006890037,0.0006245573,0.00012418209,0.0002239915,0.00020932789],"domain_scores_gemma":[0.9979458,0.00010314644,0.0013728272,0.00016395557,0.00017160078,0.00024266833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00044369107,0.00010316243,0.0002832847,0.00003008784,0.0031381424,0.00006527333,0.00014063524,0.000054592776,0.000032491273],"category_scores_gemma":[0.000021960259,0.00008387108,0.000019689483,0.000011371738,0.000038217368,0.00037378003,0.000045826484,0.00023166808,8.724015e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086191474,0.000018816383,0.9909805,0.00044691612,0.000030201212,0.000010216002,0.0037776753,1.552346e-7,0.00007597415,0.00085538666,0.0013178228,0.0024001119],"study_design_scores_gemma":[0.00050607556,0.00038333805,0.9873341,0.000993822,0.000023742712,0.0000041060603,0.004285373,0.0000064692,0.000011976331,0.0013808805,0.0049949875,0.000075129516],"about_ca_topic_score_codex":0.45759293,"about_ca_topic_score_gemma":0.8759713,"teacher_disagreement_score":0.41837838,"about_ca_system_score_codex":0.00007741334,"about_ca_system_score_gemma":0.00062296673,"threshold_uncertainty_score":0.99815965},"labels":[],"label_agreement":null},{"id":"W2940868718","doi":"10.4000/travailemploi.8707","title":"L’extension du travail dominical dans le commerce","year":2018,"lang":"fr","type":"article","venue":"Travail et emploi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.06304835084195587,"score_gpt":0.3828385457612835,"score_spread":0.31979019491932764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940868718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7274129,0.007302839,0.0011354537,0.13626283,0.0070525343,0.001337112,0.00017290379,0.0004421775,0.118881255],"genre_scores_gemma":[0.8072879,0.004727183,0.00051368546,0.014294944,0.0036000668,0.00009676144,0.00006584707,0.00019100953,0.16922261],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9926794,0.0028688828,0.0013417783,0.0009593075,0.00058780744,0.0015628086],"domain_scores_gemma":[0.9962079,0.0013531457,0.00036127493,0.0010114494,0.0005326661,0.0005335607],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027793576,0.0006738655,0.0010134862,0.0001351895,0.0025398023,0.000054927084,0.0005854679,0.0008731667,0.0033927585],"category_scores_gemma":[0.0005170126,0.0006367461,0.00033441483,0.00042510813,0.0024432065,0.00036508997,0.0005104828,0.0015974283,0.007977365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047832305,0.001170286,0.070322216,0.00033850182,0.00028562194,0.00006211397,0.073633365,0.000001081771,0.00093530916,0.019088509,0.79578096,0.0379037],"study_design_scores_gemma":[0.0025731835,0.00082985265,0.5210396,0.00057696336,0.00017957439,0.000020552568,0.008498611,0.000051327665,0.00010457508,0.000582457,0.46501094,0.00053238997],"about_ca_topic_score_codex":0.010321603,"about_ca_topic_score_gemma":0.016619682,"teacher_disagreement_score":0.45071736,"about_ca_system_score_codex":0.00021334682,"about_ca_system_score_gemma":0.0004718206,"threshold_uncertainty_score":0.9996084},"labels":[],"label_agreement":null},{"id":"W2942126461","doi":"10.1007/978-981-13-6613-0_7","title":"Zero Hours and Near Zero Hours Work in Canada","year":2019,"lang":"en","type":"book-chapter","venue":"Work, organization, and employment","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; York University; University of Guelph; Saint Mary's University; Memorial University of Newfoundland","funders":"","keywords":"Notice; Work (physics); Government (linguistics); Business; Intervention (counseling); Control (management); Labour economics; Economics; Political science; Law; Psychology; Engineering; Management","score_opus":0.027213010138512232,"score_gpt":0.27929450204954787,"score_spread":0.2520814919110356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942126461","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6737586,0.03556916,0.0005124674,0.023987733,0.013570001,0.011813589,0.0005207238,0.0008654529,0.23940225],"genre_scores_gemma":[0.26582968,0.00894633,0.00014561915,0.003561387,0.00043785034,0.00004992378,0.0004671395,0.00041896326,0.7201431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742967,0.00008724348,0.0007458471,0.0006393438,0.00046740906,0.00063047075],"domain_scores_gemma":[0.9985056,0.00023764513,0.0003494946,0.00039414738,0.00028754852,0.00022558898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025000397,0.00054794527,0.0007416257,0.00014634452,0.00075038784,0.000042447155,0.00017610301,0.00043241057,0.00079396286],"category_scores_gemma":[0.000062658,0.0005128368,0.000034021956,0.0002600804,0.000110248075,0.00008300038,0.0003324293,0.0007141552,0.0001221741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033611086,0.000013058921,0.8422582,0.00010746433,0.000107277265,0.000012934289,0.0026620934,0.0000141059,2.7916724e-7,0.0032019755,0.15038873,0.0012002507],"study_design_scores_gemma":[0.0018823401,0.000098396704,0.5355964,0.002963514,0.00023390357,0.0000031359766,0.0007144519,9.842171e-7,0.0000025313177,0.0018870026,0.45531186,0.0013055177],"about_ca_topic_score_codex":0.11623491,"about_ca_topic_score_gemma":0.38135836,"teacher_disagreement_score":0.48074085,"about_ca_system_score_codex":0.00076498964,"about_ca_system_score_gemma":0.0016634119,"threshold_uncertainty_score":0.9997323},"labels":[],"label_agreement":null},{"id":"W2942476135","doi":"10.1177/2156869319844805","title":"Ordinary Lives and the Sociological Character of Stress: How Work, Family, and Status Contribute to Emotional Inequality","year":2019,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention","keywords":"Sociology; Mental health; Scholarship; Social psychology; Psychology; Sociological theory; Stressor; Epistemology; Social science; Psychotherapist","score_opus":0.0542779232721832,"score_gpt":0.38605206386162033,"score_spread":0.3317741405894371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942476135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340987,0.0038070958,0.000010055042,0.060385354,0.00017926791,0.0010089616,0.00034586052,0.000015471434,0.00014923475],"genre_scores_gemma":[0.9822801,0.010042961,0.00010187032,0.0066613564,0.00009179083,0.00003573172,0.00006508194,0.000005581495,0.00071557297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986629,0.0004043238,0.00023799817,0.00020106342,0.00013349921,0.00036023333],"domain_scores_gemma":[0.9991315,0.0004672667,0.00014253586,0.00007876243,0.00004270927,0.00013720205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009045835,0.00011310747,0.0003498874,0.00000859676,0.0007337436,0.0000067783503,0.000037018308,0.00008082862,0.000025942481],"category_scores_gemma":[0.000022231347,0.00006734795,0.000052500185,0.000051659637,0.00029877652,0.00006343781,0.00024786484,0.0002717529,0.0000029129444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029150568,0.000049771425,0.94513357,0.000494204,0.00006868843,1.03087984e-7,0.038503576,3.0375723e-8,0.00003682011,0.0033612042,0.0102834385,0.0017770742],"study_design_scores_gemma":[0.0024177153,0.00028315256,0.9352564,0.00023679418,0.0000070994333,3.4208753e-7,0.05538902,0.0000052700593,0.0000012753916,0.00048370293,0.0058407993,0.00007838981],"about_ca_topic_score_codex":0.00021152862,"about_ca_topic_score_gemma":0.000022790053,"teacher_disagreement_score":0.053723995,"about_ca_system_score_codex":0.00005577994,"about_ca_system_score_gemma":0.000067935536,"threshold_uncertainty_score":0.5643437},"labels":[],"label_agreement":null},{"id":"W2942778337","doi":"","title":"The influences of health on labour market outcomes in Canada : analyses from the 2014 Canadian Community Health Survey","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Demographic economics; Labour economics; Economics","score_opus":0.04181987045534726,"score_gpt":0.30295699905015555,"score_spread":0.2611371285948083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942778337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96432483,0.00023064556,0.000012677784,0.011079236,0.0011199425,0.00095260027,0.0010753426,0.000035947203,0.02116875],"genre_scores_gemma":[0.9832273,0.0004607522,0.00002050028,0.0018759219,0.000035624773,8.114946e-7,0.0001823299,0.000011880816,0.014184883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99041927,0.0070445077,0.0006254205,0.00041571105,0.00066570094,0.00082939916],"domain_scores_gemma":[0.9933905,0.004362336,0.0006855449,0.00083187275,0.00038064466,0.0003490854],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022920782,0.00034372427,0.0007185459,0.00044821377,0.007252352,0.000018996156,0.0012893312,0.00013894332,0.0001641278],"category_scores_gemma":[0.0002401715,0.00026831,0.00016048847,0.00087733485,0.00050463004,0.00026226,0.00054768025,0.0012995661,0.000026244259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00034913942,0.0000812038,0.96561474,0.000053628904,0.0002779515,0.00006987919,0.00067713595,0.00049531116,0.0000030152955,0.018176155,0.013831293,0.0003705421],"study_design_scores_gemma":[0.00078784546,0.00010979438,0.8447185,0.00022298649,0.000020517347,9.129674e-7,0.011549988,0.000022108754,0.0000014375622,0.00007902823,0.1422827,0.00020414499],"about_ca_topic_score_codex":0.9996714,"about_ca_topic_score_gemma":0.9995428,"teacher_disagreement_score":0.1284514,"about_ca_system_score_codex":0.016043572,"about_ca_system_score_gemma":0.017848777,"threshold_uncertainty_score":0.99997693},"labels":[],"label_agreement":null},{"id":"W2942832188","doi":"10.3138/cpp.2018-031","title":"Employment and Job Search Implications of the Extended Weeks and Working While on Claim Pilot Initiatives","year":2019,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Generosity; Earnings; Duration (music); Pilot program; Demographic economics; Labour economics; Actuarial science; Political science; Business; Economics; Medical education; Medicine; Finance; Law","score_opus":0.11922146353070698,"score_gpt":0.39536106409236793,"score_spread":0.276139600561661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942832188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7633709,0.0001606509,8.127747e-7,0.11609452,0.000102659,0.00070715544,0.000090030284,0.000019941057,0.11945334],"genre_scores_gemma":[0.9914517,0.0001254113,0.0000065096974,0.0052611516,0.00016705503,0.000093367285,0.000006829199,0.000018548739,0.0028694335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863046,0.00022450098,0.00023268636,0.00021856569,0.00012439984,0.0005693596],"domain_scores_gemma":[0.998858,0.00026925214,0.00008315008,0.00034242592,0.0001020716,0.00034511584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029280712,0.00012488659,0.00018409299,0.0003296825,0.00095112127,0.000021558271,0.00018035498,0.00007066491,0.0001413932],"category_scores_gemma":[0.00014130522,0.00009032311,0.000025932779,0.00038326488,0.00016209166,0.00009879758,0.00015947859,0.0003065548,0.000027454205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004655966,0.000012377716,0.6479227,0.00003102553,0.00003215396,1.511933e-7,0.0022392394,9.529713e-8,0.000041397903,0.3415149,0.0037171587,0.00448415],"study_design_scores_gemma":[0.00037247335,0.00009215992,0.9418076,0.00009171775,0.00000576971,6.198068e-7,0.0010142992,0.0000022028155,0.000005166761,0.0022106112,0.05431059,0.0000867466],"about_ca_topic_score_codex":0.088721044,"about_ca_topic_score_gemma":0.20862499,"teacher_disagreement_score":0.33930427,"about_ca_system_score_codex":0.0003369216,"about_ca_system_score_gemma":0.001574082,"threshold_uncertainty_score":0.91734725},"labels":[],"label_agreement":null},{"id":"W2943167226","doi":"10.1007/s11469-019-00086-1","title":"Effects of and Remediation Strategies for Students Affected by a University Work Stoppage: Comparing Two Institutions of Higher Learning","year":2019,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Connaught Fund; University of Toronto; York University","keywords":"Health psychology; Institution; Apathy; Work (physics); Psychology; Focus group; Medical education; Distress; Rehabilitation; Public relations; Social psychology; Applied psychology; Clinical psychology; Political science; Public health; Sociology; Medicine; Business; Nursing; Engineering; Psychiatry; Marketing; Social science","score_opus":0.029084614380351537,"score_gpt":0.41569723903728356,"score_spread":0.386612624656932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943167226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968495,0.00082941167,0.00037829165,0.00059603713,0.00084488856,0.0003515663,0.000016547558,0.0000061455235,0.00012763457],"genre_scores_gemma":[0.9987493,0.00073925254,0.000065846616,0.000056595745,0.000076172495,0.0000017940031,0.000030973824,0.0000033137735,0.0002767433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921584,0.00011966456,0.00029014845,0.00006262692,0.00022466935,0.00008703215],"domain_scores_gemma":[0.99904007,0.0001649793,0.00053914305,0.000017838276,0.00017990381,0.000058054196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025152814,0.000054167904,0.00017184149,0.00010994226,0.00018843336,0.0000049432765,0.00005687691,0.000029669987,0.0000079329975],"category_scores_gemma":[0.000023243316,0.000049319864,0.000027228458,0.000054525135,0.000032888893,0.00019639687,0.00004217683,0.00015085354,3.8114905e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012113816,0.00018709546,0.9826894,0.0003590522,0.00024751332,7.343202e-7,0.00426875,0.000049903017,0.0020992311,0.0016043779,0.0027203576,0.004562231],"study_design_scores_gemma":[0.009771622,0.001078548,0.9687786,0.002118453,0.00004897354,0.0000015233153,0.0064196996,0.00011636769,0.0001218993,0.00012132168,0.011338668,0.00008428824],"about_ca_topic_score_codex":0.000111384405,"about_ca_topic_score_gemma":0.000026476948,"teacher_disagreement_score":0.013910737,"about_ca_system_score_codex":0.00012873302,"about_ca_system_score_gemma":0.000104824794,"threshold_uncertainty_score":0.20112057},"labels":[],"label_agreement":null},{"id":"W2943617220","doi":"10.3138/cpp.2018-030","title":"Assessing Job Quality in Canada: A Multidimensional Approach","year":2019,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Hospitality; Quality (philosophy); Discretion; Job analysis; Descriptive statistics; Job market; Work (physics); Job satisfaction; Demographic economics; Business; Marketing; Psychology; Labour economics; Economics; Social psychology; Political science; Engineering; Statistics","score_opus":0.11832461436519379,"score_gpt":0.4207712603137181,"score_spread":0.30244664594852433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943617220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82271594,0.00007958829,0.0000033809051,0.03183528,0.00039582798,0.000464867,0.00006559746,0.00002535386,0.14441417],"genre_scores_gemma":[0.9849179,0.0000057490065,0.000090344976,0.010469054,0.00028895252,0.00007764061,0.000052942578,0.000023972483,0.004073461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721026,0.0004302864,0.00047678428,0.00032060855,0.00027541202,0.001286634],"domain_scores_gemma":[0.9984444,0.00025190064,0.00011503945,0.0003358007,0.00013366248,0.0007192143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074616575,0.0001726241,0.00033316432,0.0005034276,0.00054868683,0.000021944817,0.00020645656,0.00012692761,0.0004769708],"category_scores_gemma":[0.0005208529,0.00016401704,0.0000390666,0.00062193855,0.00003685426,0.0003058421,0.00009450624,0.00052593404,0.00014662107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000017557052,0.0000073657443,0.89443195,0.000053508644,0.000015362923,0.000004430196,0.00043738965,0.0000020698312,0.000008488504,0.08880868,0.014754737,0.0014742756],"study_design_scores_gemma":[0.00052089826,0.0000034947284,0.855204,0.000032149568,0.0000016677822,7.31523e-7,0.0028378498,0.00008438023,3.238721e-7,0.00016797066,0.1409724,0.00017412893],"about_ca_topic_score_codex":0.9998908,"about_ca_topic_score_gemma":0.9999387,"teacher_disagreement_score":0.16220194,"about_ca_system_score_codex":0.00863476,"about_ca_system_score_gemma":0.063958205,"threshold_uncertainty_score":0.9951709},"labels":[],"label_agreement":null},{"id":"W2943868863","doi":"10.1007/978-3-319-62348-1_41-1","title":"Labor and Employment Practices: the Rise and Fall of the New Managerialism","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Managerialism; Capitalism; Context (archaeology); Politics; Resistance (ecology); Relation (database); Political science; Political economy; Control (management); Sociology; Labour economics; Economics; Public administration; Management; Geography; Law","score_opus":0.0754841396545914,"score_gpt":0.3877123982941433,"score_spread":0.3122282586395519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943868863","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043921797,0.0071698586,0.000005879966,0.088081576,0.0013604297,0.0020877041,0.00006896555,0.00005667752,0.89677674],"genre_scores_gemma":[0.0006356639,0.005464071,0.00005569627,0.0025112466,0.00083430397,0.000028507304,0.0000023395796,0.00004002107,0.99042815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986844,0.00014161605,0.00042475387,0.00027644838,0.00024887407,0.00022390205],"domain_scores_gemma":[0.99785525,0.00053566863,0.0009236974,0.0004863626,0.0001313626,0.00006766257],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047790832,0.000252318,0.00035146804,0.000036668374,0.0007480903,0.000016052361,0.00021720926,0.00023926137,0.0012731611],"category_scores_gemma":[0.00012943061,0.00011486496,0.000057294335,0.000022632154,0.00034123857,0.00006203223,0.00077855214,0.00041633053,0.00005416942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000701347,0.000010710853,0.004086179,0.00029088615,0.00037224684,0.0000015718304,0.009374583,1.0944463e-8,0.0000055943974,0.32428285,0.65932477,0.0021804662],"study_design_scores_gemma":[0.00039844486,0.000060572525,0.004361127,0.0003662531,0.00023452817,6.4100817e-7,0.0009413793,3.4997956e-7,0.0000020619361,0.026780115,0.9667205,0.00013399168],"about_ca_topic_score_codex":0.0019215255,"about_ca_topic_score_gemma":0.005992214,"teacher_disagreement_score":0.3073958,"about_ca_system_score_codex":0.000024623982,"about_ca_system_score_gemma":0.000119747376,"threshold_uncertainty_score":0.9996398},"labels":[],"label_agreement":null},{"id":"W2944369787","doi":"10.1332/175795919x15514456677295","title":"The quarter-life crisis? Precarious labour market status and mental health among 25-year-old in England","year":2019,"lang":"en","type":"article","venue":"Longitudinal and Life Course Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Mental health; Odds; Quarter (Canadian coin); Ethnic group; Educational attainment; Gerontology; Demography; Demographic economics; Psychology; Medicine; Geography; Political science; Sociology; Psychiatry; Logistic regression; Economics; Economic growth","score_opus":0.03093069623417236,"score_gpt":0.36632941568583033,"score_spread":0.33539871945165795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944369787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88922274,0.07071531,4.805116e-7,0.036481097,0.0010197175,0.0010790227,0.000064063024,0.000057277794,0.0013603144],"genre_scores_gemma":[0.9520497,0.042039298,0.000010718901,0.0011739328,0.00029415963,0.00014491101,0.000006208698,0.000023978151,0.004257112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997152,0.00048071347,0.0006089629,0.00048812118,0.00031518133,0.0009550698],"domain_scores_gemma":[0.9982987,0.00076887954,0.00026054127,0.00024741623,0.00013901861,0.00028542103],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011716841,0.00032998755,0.0006966108,0.00007630456,0.0019891649,0.0000421993,0.0001109838,0.00009293797,0.00008493768],"category_scores_gemma":[0.00019656483,0.00021254622,0.000052974632,0.00017483809,0.00028796063,0.00017158678,0.00040120416,0.0005127689,0.00002485557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020173394,0.000050724535,0.89017844,0.0003037863,0.00034777418,0.0000038537805,0.027761703,2.9384012e-7,3.309209e-7,0.00187499,0.078915566,0.00036077644],"study_design_scores_gemma":[0.0022382603,0.00029849683,0.84967154,0.00026975945,0.000033840355,8.510402e-7,0.10051959,0.000007227556,1.1750283e-7,0.00033285902,0.04642234,0.00020512732],"about_ca_topic_score_codex":0.0023889304,"about_ca_topic_score_gemma":0.013579653,"teacher_disagreement_score":0.072757885,"about_ca_system_score_codex":0.00008239627,"about_ca_system_score_gemma":0.00014203886,"threshold_uncertainty_score":0.99931014},"labels":[],"label_agreement":null},{"id":"W2944577817","doi":"10.1353/llt.2019.0010","title":"The Lived Realities of Precarity and Post-Industrialism","year":2019,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Proletariat; Capitalism; Post-industrial society; Sociology; Multitude; Industrial Revolution; Class consciousness; Working class; Class conflict; Political economy; Gender studies; Economic history; Political science; Politics; Law; History","score_opus":0.04809065848457387,"score_gpt":0.33996779652370795,"score_spread":0.29187713803913407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944577817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97317964,0.0011694772,9.926214e-7,0.0075442116,0.00057261746,0.00053371734,0.000060215287,0.000044144737,0.016895],"genre_scores_gemma":[0.9231551,0.000677618,0.000010883564,0.00034826747,0.00016802465,0.000032728203,0.000006503139,0.000012628545,0.07558825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878,0.00034405984,0.00030455235,0.0001418639,0.00014596555,0.0002835623],"domain_scores_gemma":[0.9987951,0.0006036132,0.00014449783,0.00023878455,0.00017375295,0.000044284145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061861327,0.00010046869,0.00022459197,0.00002174396,0.0005956774,0.000009698699,0.00012378792,0.00012513572,0.00017687988],"category_scores_gemma":[0.00013453061,0.00006534238,0.00003528424,0.00006680995,0.00012657944,0.000060048507,0.00010489815,0.00029364132,0.000048366277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040058082,0.0000813767,0.6570224,0.0005210954,0.00025703126,0.0000015342212,0.062261593,5.347503e-7,0.00238858,0.23850551,0.0266354,0.011924357],"study_design_scores_gemma":[0.0014701947,0.00015544414,0.77441543,0.000121663405,0.000022687418,3.4645504e-7,0.028944217,0.0000027671065,0.00018848124,0.002808128,0.19173893,0.0001317336],"about_ca_topic_score_codex":0.007661223,"about_ca_topic_score_gemma":0.0012806623,"teacher_disagreement_score":0.23569739,"about_ca_system_score_codex":0.000016116577,"about_ca_system_score_gemma":0.00012529799,"threshold_uncertainty_score":0.99894685},"labels":[],"label_agreement":null},{"id":"W2944617763","doi":"10.1353/llt.2019.0004","title":"“Maybe We Shouldn’t Laugh So Loud”","year":2019,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Political science; Politics; Ethnography; Health care; Ethnology; Humanities; Sociology; Art; Anthropology","score_opus":0.03764507113401274,"score_gpt":0.35094852069523874,"score_spread":0.313303449561226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944617763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88845336,0.0023134844,0.00002961474,0.024514746,0.0017067251,0.0007802804,0.000052858453,0.00033676813,0.08181216],"genre_scores_gemma":[0.70376533,0.0004929227,0.000058469526,0.0030576305,0.00045446018,0.00006974339,0.000014873522,0.000047393794,0.2920392],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979997,0.00023841184,0.00040456434,0.00035571732,0.0002790817,0.0007225258],"domain_scores_gemma":[0.9989831,0.0002077819,0.00012988882,0.00044088974,0.000117316195,0.00012104514],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038090136,0.00022660485,0.00037502914,0.000063652515,0.0008293233,0.000018690645,0.00025299191,0.00020981133,0.0047272914],"category_scores_gemma":[0.000037013262,0.00019078197,0.00009481271,0.0001963926,0.000084948195,0.000132922,0.00014962257,0.0005685609,0.008689293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017494363,0.0003036102,0.42905107,0.0010223616,0.00027332696,0.000022084756,0.05761284,0.0000091981,0.002272953,0.11409893,0.37401468,0.021143997],"study_design_scores_gemma":[0.0012902744,0.00007898693,0.14222209,0.000120865494,0.000016755906,5.4640236e-7,0.0074644294,0.0000075748308,0.000082582315,0.0016885067,0.8467715,0.00025592468],"about_ca_topic_score_codex":0.0014133827,"about_ca_topic_score_gemma":0.00048752892,"teacher_disagreement_score":0.4727568,"about_ca_system_score_codex":0.0000595602,"about_ca_system_score_gemma":0.000186733,"threshold_uncertainty_score":0.9961825},"labels":[],"label_agreement":null},{"id":"W2944635764","doi":"","title":"The labor market effects of employment -based health insurance: Health-related job-lock and job sorting.","year":2003,"lang":"en","type":"article","venue":"Deep Blue (University of Michigan)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sorting; Business; Labour economics; Health insurance; Job loss; Economics; Unemployment; Health care; Computer science; Economic growth","score_opus":0.013194943958084803,"score_gpt":0.2800281902477088,"score_spread":0.266833246289624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944635764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98444635,0.005217284,0.0001308005,0.0077814176,0.0003507857,0.0009969079,0.000033214586,0.00005959478,0.0009836741],"genre_scores_gemma":[0.9931946,0.0018274655,0.00043507112,0.0010118579,0.000017548213,0.0000035488135,0.000009287047,0.00002341533,0.0034772283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731565,0.0011034764,0.00048067904,0.00027895023,0.000266764,0.00055446697],"domain_scores_gemma":[0.99770844,0.00087967067,0.00075451564,0.00031678728,0.00016356075,0.00017705062],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011554175,0.00019139657,0.00055852946,0.00011286275,0.0020277621,0.0000035122775,0.000205925,0.00012225105,0.00006357102],"category_scores_gemma":[0.00014320147,0.00017437487,0.00009575592,0.00032698156,0.0002648813,0.00006850781,0.00010965992,0.00037416525,0.0000146796365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071398,0.00036230905,0.69153905,0.0048166793,0.0006498745,0.000022031692,0.27545437,0.000033572807,0.00026284618,0.008521194,0.008555154,0.009068959],"study_design_scores_gemma":[0.005223882,0.00067320745,0.8991836,0.0010705951,0.000051813597,0.000001340105,0.07753992,0.00009861252,0.00006887444,0.0006599972,0.0151397325,0.0002884652],"about_ca_topic_score_codex":0.0014976127,"about_ca_topic_score_gemma":0.02776673,"teacher_disagreement_score":0.20764452,"about_ca_system_score_codex":0.000086879576,"about_ca_system_score_gemma":0.00037041254,"threshold_uncertainty_score":0.99927145},"labels":[],"label_agreement":null},{"id":"W2944825900","doi":"10.5430/jha.v8n3p46","title":"Demands of pregnant employees towards clinical hospital centre administration","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salary; Government (linguistics); Workforce; Health care; Medicine; Population; Nursing; Work (physics); Family medicine; Business; Political science; Environmental health; Law","score_opus":0.03520856917005649,"score_gpt":0.4027484591867158,"score_spread":0.3675398900166593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944825900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986307,0.0002613722,0.000087969114,0.005641917,0.003946973,0.00069295376,0.000024567214,0.000025116204,0.0030121158],"genre_scores_gemma":[0.9969733,0.00030545675,0.00037743672,0.000070826805,0.0008671305,0.0000075222615,0.000024222187,0.000023947032,0.0013502004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963603,0.0002810839,0.002166793,0.00023096251,0.0006227879,0.00033807656],"domain_scores_gemma":[0.9962926,0.0002795971,0.0021279887,0.00023839413,0.00088852376,0.00017288624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010289439,0.00022557873,0.0006467547,0.00010398628,0.00018217394,0.000019643332,0.00024072402,0.00025750732,0.00030530992],"category_scores_gemma":[0.00043864548,0.00017295824,0.0003458925,0.00014903198,0.00009920798,0.00050496834,0.00007125734,0.00056229456,0.00006882909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000379468,0.0014768628,0.9863152,0.0001984505,0.00018435383,0.000027317446,0.0022239154,0.0000010841792,0.00006148678,0.0018031199,0.0056934543,0.0016352686],"study_design_scores_gemma":[0.002936008,0.05227252,0.92840046,0.0010402168,0.00021363102,0.000008155119,0.0072234976,0.00001586005,0.0013182461,0.0012653173,0.0049122833,0.00039378635],"about_ca_topic_score_codex":0.000008859953,"about_ca_topic_score_gemma":0.000039793016,"teacher_disagreement_score":0.05791474,"about_ca_system_score_codex":0.00008005389,"about_ca_system_score_gemma":0.0009582421,"threshold_uncertainty_score":0.70530325},"labels":[],"label_agreement":null},{"id":"W2945188615","doi":"10.1093/oso/9780198836087.003.0014","title":"Capabilities and Age Discrimination","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dignity; Action (physics); Relevance (law); Value (mathematics); Intersectionality; Sociology; Positive economics; Law and economics; Political science; Gender studies; Economics; Law; Computer science","score_opus":0.07786193515740425,"score_gpt":0.37749202982315844,"score_spread":0.2996300946657542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945188615","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057027175,0.0005415674,0.000007818077,0.0022305143,0.0005641324,0.00063271256,0.00002809151,0.0000840303,0.9953409],"genre_scores_gemma":[0.0063214423,0.000664694,0.000023193437,0.00053916627,0.0002365055,0.000022276594,0.00006271623,0.00003323245,0.9920968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991928,0.000024981377,0.0002566065,0.00021395508,0.0001335092,0.00017818858],"domain_scores_gemma":[0.9993428,0.0002689482,0.00010310191,0.00017997489,0.000071212846,0.000033934546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013299662,0.00018076085,0.00030299745,0.00006623679,0.0003038396,0.0000050648123,0.000049154827,0.00025158774,0.0028289815],"category_scores_gemma":[0.000022871423,0.00013294918,0.00004436891,0.000004256987,0.000090664435,0.000048655944,0.00015767696,0.000320703,0.00059482123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000530802,0.00000215613,0.0019764937,0.00052107696,0.000034751087,0.0000016294998,0.0033312598,7.793482e-9,0.0000013324919,0.9421306,0.050660912,0.0013344401],"study_design_scores_gemma":[0.00022685586,0.000052577165,0.00603823,0.0004221506,0.000059422127,1.8815967e-7,0.0017431929,5.838833e-7,4.5021994e-7,0.09209581,0.89913213,0.00022844026],"about_ca_topic_score_codex":0.00017253698,"about_ca_topic_score_gemma":0.0010740958,"teacher_disagreement_score":0.85003483,"about_ca_system_score_codex":0.000057994992,"about_ca_system_score_gemma":0.000049336304,"threshold_uncertainty_score":0.9980826},"labels":[],"label_agreement":null},{"id":"W2945536722","doi":"10.1007/s10663-019-09449-2","title":"The burden of morbidity, productivity and earnings","year":2019,"lang":"en","type":"article","venue":"Empirica","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Verkehr, Innovation und Technologie; Technische Universität Wien; Bundesministerium für Wissenschaft, Forschung und Wirtschaft","keywords":"Earnings; Index (typography); Medicine; Residence; Population; Productivity; Health care; Quarter (Canadian coin); Demography; Public health; Gerontology; Environmental health; Economics; Geography; Nursing; Finance","score_opus":0.05650875122826018,"score_gpt":0.4032939333149889,"score_spread":0.34678518208672876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945536722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9420819,0.00027319582,0.0000017171302,0.028388536,0.00031105668,0.00037180865,0.0000025156312,0.000028049435,0.028541192],"genre_scores_gemma":[0.96913445,0.00009605765,0.000011578745,0.00007271848,0.00024469316,0.000021214892,9.12074e-7,0.0000072690254,0.030411081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992684,0.00014937241,0.00014841133,0.0001294641,0.00012073308,0.00018359874],"domain_scores_gemma":[0.99921024,0.00039101462,0.0001072546,0.00019547122,0.00007232192,0.000023708322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044896008,0.00005954239,0.00012913616,0.000016815458,0.00045862366,0.000002635372,0.00007948129,0.000036791644,0.00010620598],"category_scores_gemma":[0.00017198153,0.000035256417,0.000020526704,0.000076143886,0.000078784535,0.00004031405,0.00019884371,0.00018678608,0.00017516129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018015791,0.000008302587,0.9105675,0.000065744774,0.0000209073,1.6915503e-7,0.006987995,8.211438e-7,0.00036101497,0.00025051134,0.080553725,0.0011652842],"study_design_scores_gemma":[0.00013877102,0.00004142438,0.5097291,0.000025258585,0.000005459137,1.2147167e-7,0.00092935114,0.0000040126006,0.000031586816,0.00026757142,0.48879048,0.000036862966],"about_ca_topic_score_codex":0.0005272283,"about_ca_topic_score_gemma":0.00004094285,"teacher_disagreement_score":0.40823674,"about_ca_system_score_codex":0.000011676255,"about_ca_system_score_gemma":0.00003550195,"threshold_uncertainty_score":0.35274088},"labels":[],"label_agreement":null},{"id":"W2947195151","doi":"10.21083/partnership.v14i1.5212","title":"Job Precarity, Contract Work, and Self-Care","year":2019,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Precarity; Work (physics); Precarious work; Care work; Self-employment; Employment contract; Business; Public relations; Sociology; Labour economics; Political science; Economics; Gender studies; Engineering; Finance; Entrepreneurship","score_opus":0.08588818873505139,"score_gpt":0.4173521274293177,"score_spread":0.3314639386942663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947195151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6443152,0.00529608,7.7386835e-7,0.17039575,0.00021848944,0.0005776623,0.0000068767254,0.00001055379,0.17917866],"genre_scores_gemma":[0.99212575,0.002879648,0.000036191348,0.003641442,0.00015201465,0.000007128289,0.00000425342,0.0000055176984,0.001148049],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982037,0.00082216493,0.00034045777,0.000056764,0.00025329948,0.00032361655],"domain_scores_gemma":[0.9970876,0.0019895255,0.00021149871,0.00009494483,0.0002591711,0.0003572395],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021271752,0.00007389307,0.00013477898,0.00024198317,0.0013651013,0.00026438516,0.0001227875,0.00010417766,0.0001649725],"category_scores_gemma":[0.00044046965,0.000045372246,0.000019186968,0.00020228312,0.0001433756,0.010685255,0.0000811286,0.0010616605,0.000030757077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027034554,0.0000069487965,0.8295186,0.00032505384,0.00010100618,0.00000794896,0.06484723,0.0000010245913,5.258339e-7,0.07592144,0.024422681,0.004577201],"study_design_scores_gemma":[0.0004895964,0.00015496869,0.18985051,0.00012050729,0.000019840329,0.00001874927,0.031025562,0.0000067378724,0.0000027890173,0.00037724202,0.77787703,0.000056467874],"about_ca_topic_score_codex":0.00041430615,"about_ca_topic_score_gemma":0.00033157578,"teacher_disagreement_score":0.7534543,"about_ca_system_score_codex":0.000022473912,"about_ca_system_score_gemma":0.0008884489,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W2948465996","doi":"","title":"Motivational dynamics: understanding the perceptions of self and others in the Canadian lodging industry","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Dynamics (music); Psychology; Social psychology; Marketing; Business","score_opus":0.0219126028111049,"score_gpt":0.2513964818973334,"score_spread":0.22948387908622847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948465996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8292267,0.000020120522,0.00042938686,0.006550483,0.00036981012,0.0007241614,0.00006185514,0.00004793359,0.16256957],"genre_scores_gemma":[0.99144495,0.00004183949,0.00007663095,0.00034245345,0.00007048946,8.1095357e-7,0.0000461093,0.000009543096,0.007967152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791515,0.0006319877,0.00025288653,0.0003492058,0.00041293216,0.0004378513],"domain_scores_gemma":[0.9986236,0.0005565154,0.00019698686,0.0003011038,0.00017905247,0.00014272418],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005837853,0.00021404415,0.00024243118,0.00073153945,0.0038609852,0.000021915339,0.0004971384,0.00032239055,0.00015703456],"category_scores_gemma":[0.00004150719,0.00018385517,0.00010861295,0.0007804564,0.0006336459,0.0003994747,0.00027500314,0.0011067436,0.000018200331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006057904,0.000044373555,0.5233123,0.00004846205,0.00008936835,0.00010148353,0.0032753763,0.00046330056,0.000015083955,0.47220638,0.00034806007,0.000035242214],"study_design_scores_gemma":[0.0017033813,0.000109394765,0.7768591,0.00037738707,0.00013937788,0.000031831543,0.15136933,0.0013106385,0.0000013529741,0.0013555723,0.06634476,0.0003978866],"about_ca_topic_score_codex":0.08460758,"about_ca_topic_score_gemma":0.08580305,"teacher_disagreement_score":0.47085083,"about_ca_system_score_codex":0.008917252,"about_ca_system_score_gemma":0.0014394118,"threshold_uncertainty_score":0.99743587},"labels":[],"label_agreement":null},{"id":"W2948565313","doi":"10.1177/0019793919852926","title":"Unions and Non-Standard Work: Union Representation and Wage Premiums across Non-Standard Work Arrangements in Canada, 1997–2014","year":2019,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Earnings; Wage; Work (physics); Hourly wage; Economics; Percentage point; Labour economics; Representation (politics); Demographic economics; Engineering; Political science; Accounting","score_opus":0.048371957148826535,"score_gpt":0.37113127188406847,"score_spread":0.32275931473524194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948565313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95425016,0.023305004,0.000022060663,0.014908299,0.0009218584,0.0033423705,0.00043576688,0.000028149241,0.0027863213],"genre_scores_gemma":[0.9445907,0.04730143,0.00006532175,0.0008004169,0.00024736158,0.00026579289,0.0002200826,0.000033996363,0.00647492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772805,0.00044318577,0.00073095114,0.0003975438,0.00028126073,0.000419036],"domain_scores_gemma":[0.9987506,0.00041285192,0.00028044923,0.00027044243,0.00014045698,0.00014514652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010887758,0.0002254273,0.0005931143,0.000070927614,0.0006876168,0.000026959358,0.000081834216,0.00019706787,0.00031899757],"category_scores_gemma":[0.00021480865,0.00018675538,0.000033001186,0.0007670618,0.00007042791,0.00021915499,0.00015196702,0.0006736312,0.000027466534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008703202,0.00000885591,0.91927457,0.0002759261,0.00004324922,0.0000038871435,0.0009023725,0.000004626471,0.0000019968052,0.00017897949,0.06118447,0.01803406],"study_design_scores_gemma":[0.0031288036,0.00007109801,0.60139596,0.009155692,0.000106930944,0.0000010214219,0.0013278719,0.0000036391898,0.0000025261947,0.00012110694,0.38440633,0.0002789778],"about_ca_topic_score_codex":0.06490338,"about_ca_topic_score_gemma":0.15045044,"teacher_disagreement_score":0.32322186,"about_ca_system_score_codex":0.0002786513,"about_ca_system_score_gemma":0.0004314968,"threshold_uncertainty_score":0.9413235},"labels":[],"label_agreement":null},{"id":"W2949475255","doi":"","title":"Homeless People Need Stable Employment and Coordinated Services to Climb Out of Poverty","year":2008,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Poverty; Climb; Business; Labour economics; Economic growth; Sociology; Economics; Engineering","score_opus":0.02367175347709012,"score_gpt":0.23521127918078955,"score_spread":0.21153952570369944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949475255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9035068,0.00010585449,0.000067583336,0.0014063295,0.00021326076,0.000589522,0.00074553624,0.0003468115,0.09301826],"genre_scores_gemma":[0.8703994,0.00022973813,0.00010725697,0.0003139026,0.00004266323,3.1458762e-7,0.00019182653,0.000030255798,0.12868461],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831057,0.00014724556,0.00024728323,0.00046469367,0.0002479319,0.00058226805],"domain_scores_gemma":[0.9987637,0.00022719376,0.00021392414,0.0003221186,0.00010070095,0.0003723794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004137986,0.00029525816,0.00057053816,0.0005489227,0.0012200495,0.000028577535,0.0005486043,0.00018656846,0.00021254552],"category_scores_gemma":[0.000008335055,0.0003244158,0.000121794445,0.0012738587,0.00015825547,0.0018761558,0.0013149462,0.00027290845,0.00010974741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009211059,0.00021449872,0.9422772,0.00023096672,0.00020308736,0.00012926129,0.0083040185,0.000010427687,0.000035819987,0.0052370736,0.042104963,0.00033157377],"study_design_scores_gemma":[0.0025609464,0.0003646747,0.16047654,0.00028765734,0.00009006883,0.0000019207105,0.07734684,0.000011866113,0.00005009081,0.00008231982,0.7581697,0.0005573488],"about_ca_topic_score_codex":0.00063647854,"about_ca_topic_score_gemma":0.00044962874,"teacher_disagreement_score":0.7818007,"about_ca_system_score_codex":0.00013480402,"about_ca_system_score_gemma":0.00020382219,"threshold_uncertainty_score":0.9999208},"labels":[],"label_agreement":null},{"id":"W2949800498","doi":"10.1108/s0147-912120190000047004","title":"Job Insecurity and Older Workers’ Mental Health in the United States","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada); HEC Montréal","funders":"","keywords":"Endogeneity; Worry; Mental health; Job loss; Productivity; Demographic economics; Instrumental variable; Psychology; Job insecurity; Depression (economics); Work (physics); Labour economics; Business; Unemployment; Anxiety; Economics; Psychiatry; Economic growth; Econometrics","score_opus":0.06289344883500202,"score_gpt":0.3863101258609663,"score_spread":0.32341667702596427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949800498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019395882,0.003278804,0.000004305435,0.11295329,0.0007675103,0.0036810674,0.00021952273,0.00010609369,0.8595935],"genre_scores_gemma":[0.008602009,0.011867532,0.00002029449,0.030445589,0.00018361298,0.000047091457,0.00075948465,0.00006090782,0.9480135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983673,0.00022017778,0.0004885481,0.00029069462,0.00021598674,0.00041727925],"domain_scores_gemma":[0.9989839,0.0004192314,0.00021059786,0.0002702086,0.00005079394,0.00006524943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068610837,0.0002859387,0.00044631565,0.00019389621,0.0006189167,0.000010861145,0.00015323504,0.00024529267,0.0009974983],"category_scores_gemma":[0.000009061806,0.00017264485,0.000049648897,0.000054394735,0.00009804726,0.000043381882,0.00023411692,0.0010055333,0.00018640899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004688719,0.000025699146,0.10752452,0.00039924,0.00010015458,0.0000027736507,0.054397136,1.2701008e-7,6.536528e-8,0.14724737,0.68941337,0.00084267085],"study_design_scores_gemma":[0.0008281744,0.00009492396,0.05656724,0.00093079824,0.000013301543,5.916309e-7,0.0074001784,0.0000036951506,1.9766924e-8,0.0070242644,0.92691106,0.00022575443],"about_ca_topic_score_codex":0.0061447048,"about_ca_topic_score_gemma":0.011386394,"teacher_disagreement_score":0.23749772,"about_ca_system_score_codex":0.00012749215,"about_ca_system_score_gemma":0.000165399,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W2950937862","doi":"10.1108/sej-12-2018-0075","title":"How work integration social enterprises impact the stigma of mental illness","year":2019,"lang":"en","type":"article","venue":"Social enterprise journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Mental illness; Stigma (botany); Mental health; Psychology; Qualitative research; Unemployment; Perception; Population; Social psychology; Assertive community treatment; Psychiatry; Medicine; Economic growth; Sociology; Environmental health","score_opus":0.0314537505602005,"score_gpt":0.3892198313818501,"score_spread":0.3577660808216496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950937862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774333,0.0002510421,0.00034494896,0.014863015,0.0029091048,0.00059600297,0.000046324716,0.000035137324,0.0035211064],"genre_scores_gemma":[0.9943722,0.00013536091,0.000012457167,0.00031502527,0.0018143243,0.000024314955,0.0000124905755,0.000028624516,0.0032852113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976594,0.00063554064,0.00052679924,0.0001569817,0.0005266277,0.0004946478],"domain_scores_gemma":[0.99865437,0.00019717903,0.00070428645,0.00011278389,0.00025858174,0.00007282262],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00071137684,0.00022703272,0.00042278998,0.00009790909,0.0027675026,0.00006923561,0.000324434,0.00016207113,0.0007014772],"category_scores_gemma":[0.00008987601,0.00013523953,0.00044692826,0.00023279736,0.0001556553,0.000298308,0.00018030983,0.000943381,0.000050122155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097640324,0.00017567001,0.6626046,0.000060799368,0.00055433455,0.000004240655,0.16718234,9.523267e-7,0.0011467806,0.000626191,0.13689414,0.02977358],"study_design_scores_gemma":[0.0042358846,0.00039016464,0.7838076,0.0006976222,0.00021924145,0.0000093554145,0.16718332,0.000013522499,0.00016881537,0.0025378657,0.04017725,0.0005593802],"about_ca_topic_score_codex":0.00008053896,"about_ca_topic_score_gemma":0.000045127224,"teacher_disagreement_score":0.121203,"about_ca_system_score_codex":0.000370559,"about_ca_system_score_gemma":0.00019049777,"threshold_uncertainty_score":0.99853075},"labels":[],"label_agreement":null},{"id":"W2950971430","doi":"10.1108/edi-09-2018-0175","title":"Employment after incarceration: managing a socially stigmatized identity","year":2019,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Memorial University of Newfoundland; Brock University","funders":"","keywords":"Criminal history; Criminal record; Identity (music); Originality; Social identity theory; Social psychology; Psychology; Criminology; Context (archaeology); Sociology; Social group","score_opus":0.06492319903449933,"score_gpt":0.4145766048652881,"score_spread":0.34965340583078874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950971430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97785735,0.00006578015,0.001292984,0.010253186,0.00172929,0.00024862413,0.000024962881,0.00004701113,0.008480809],"genre_scores_gemma":[0.99035126,0.0003604871,0.0001663676,0.005295321,0.0006164677,0.000004729824,0.00001952073,0.0000073792344,0.0031784659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759656,0.0005398296,0.00040614867,0.00021324537,0.0010101792,0.00023403973],"domain_scores_gemma":[0.99891365,0.000100858924,0.00026263925,0.000112524765,0.00046337358,0.00014694782],"candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017310814,0.00012967511,0.00020030726,0.0001449061,0.009598547,0.00007246326,0.00043604957,0.00009419138,0.0031402989],"category_scores_gemma":[0.000060234997,0.00011785947,0.00008538722,0.00006367748,0.000058084042,0.00161159,0.01809097,0.0004569219,0.00010285761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046769294,0.000104385406,0.89234066,0.00003285576,0.00015781794,0.000022000659,0.07762752,0.0000036748083,0.00006710618,0.025309708,0.0010069866,0.0028595666],"study_design_scores_gemma":[0.0030579697,0.00013107488,0.91031754,0.00022174795,0.000044288587,0.000007779887,0.0073524443,0.00023447537,0.0000051488496,0.062826976,0.01552337,0.0002771554],"about_ca_topic_score_codex":0.00058766955,"about_ca_topic_score_gemma":0.00060576934,"teacher_disagreement_score":0.070275076,"about_ca_system_score_codex":0.00033835752,"about_ca_system_score_gemma":0.00008855521,"threshold_uncertainty_score":0.99777097},"labels":[],"label_agreement":null},{"id":"W2951001493","doi":"","title":"Gender, deprivation and health in Winnipeg","year":2013,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.07306233997496613,"score_gpt":0.31549841078701757,"score_spread":0.24243607081205143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951001493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505267,0.00021404144,0.0002504765,0.043443833,0.00007863052,0.00044617633,0.0000024472602,0.000034594923,0.0050030956],"genre_scores_gemma":[0.99795806,0.000452361,0.00049404043,0.00044611355,0.000026284777,9.669649e-7,0.000005562481,0.000005676315,0.00061090325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993859,0.00010593349,0.00008801724,0.0001288814,0.00008202825,0.00020926967],"domain_scores_gemma":[0.9996249,0.000053535954,0.00010807074,0.00010343769,0.000058083508,0.000051978303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021259442,0.00006267923,0.00015930107,0.000105719286,0.0004036006,0.0000020138148,0.0000738771,0.00005686705,0.000036756515],"category_scores_gemma":[0.000011125345,0.00007255856,0.000017141565,0.000120893055,0.000051567615,0.00017293915,0.0001442958,0.00014573349,0.00008120111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006388695,0.000018584917,0.9693068,0.000088651075,0.000009533487,8.6180785e-7,0.002234999,8.241673e-7,0.000034044067,0.0016311853,0.024423897,0.0022441824],"study_design_scores_gemma":[0.0005629475,0.00003339206,0.95360965,0.000053934396,0.0000036194992,1.2857616e-7,0.037857912,0.000050953407,9.606365e-7,0.0009662737,0.006802763,0.000057445824],"about_ca_topic_score_codex":0.026272591,"about_ca_topic_score_gemma":0.32729244,"teacher_disagreement_score":0.30101988,"about_ca_system_score_codex":0.000106777836,"about_ca_system_score_gemma":0.000050823528,"threshold_uncertainty_score":0.98021156},"labels":[],"label_agreement":null},{"id":"W2951072122","doi":"10.1093/sp/jxz017","title":"Borrowed Time and Solidarity: The Multi-Scalar Politics of Time and Gendered Care Work","year":2019,"lang":"en","type":"article","venue":"Social Politics International Studies in Gender State & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Solidarity; Politics; Care work; Negotiation; Sociology; Context (archaeology); Work (physics); Neoliberalism (international relations); Gender studies; Political science; Political economy; Social science; Law; Geography","score_opus":0.09304979845343861,"score_gpt":0.4245232362329356,"score_spread":0.331473437779497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951072122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745973,0.0093439715,0.000025094656,0.0051330295,0.0010357527,0.000866679,0.0006582667,0.00005742316,0.008282534],"genre_scores_gemma":[0.98696256,0.0032762995,0.0004081625,0.0015551106,0.00044489827,0.000048163893,0.000053997188,0.00003907429,0.0072117634],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99798435,0.00020636058,0.00056056946,0.00030887895,0.0003603713,0.0005794416],"domain_scores_gemma":[0.9985659,0.0005196121,0.00022828577,0.00014174415,0.00048480646,0.000059668604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475568,0.00023157205,0.00045278063,0.00003785579,0.0010497308,0.00001561345,0.00020069447,0.00015077576,0.00006109907],"category_scores_gemma":[0.0001209998,0.00018911273,0.0001375905,0.00011729139,0.00072130427,0.00007500766,0.00077497493,0.00047172586,0.000026757358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026228587,0.00009167064,0.27257672,0.00045318538,0.0016416566,0.0000024526405,0.6799365,0.0000072846015,0.000072097304,0.022112496,0.02287856,0.0002011128],"study_design_scores_gemma":[0.005180399,0.00010646641,0.38925648,0.00031354857,0.00020363288,0.000001769918,0.52618617,0.00046548666,0.000045366935,0.04991637,0.027495371,0.0008289549],"about_ca_topic_score_codex":0.00030898096,"about_ca_topic_score_gemma":0.00009317908,"teacher_disagreement_score":0.15375037,"about_ca_system_score_codex":0.00043472898,"about_ca_system_score_gemma":0.00009930514,"threshold_uncertainty_score":0.8073787},"labels":[],"label_agreement":null},{"id":"W2951186212","doi":"10.3917/riges.442.0034","title":"Un nouveau gestionnaire : le « responsable du bonheur »","year":2019,"lang":"fr","type":"article","venue":"Gestion","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.023663665457225907,"score_gpt":0.3133032221608359,"score_spread":0.28963955670360997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951186212","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4491458,0.006150618,0.0002312456,0.518287,0.0077089006,0.00086676213,0.000037958052,0.00020943808,0.017362298],"genre_scores_gemma":[0.73871803,0.0016137954,0.00025193105,0.0009731324,0.0008352071,0.00006320399,0.00004521506,0.000047711706,0.2574518],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691683,0.001128879,0.0005032024,0.0004407669,0.00029034767,0.00071995676],"domain_scores_gemma":[0.9982979,0.00061699346,0.00022104025,0.00043238472,0.00027849415,0.00015313923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012786243,0.00027143108,0.0003393377,0.00012600272,0.0011258901,0.000024361016,0.00016323126,0.0005655574,0.0020287817],"category_scores_gemma":[0.00065284525,0.00028098412,0.000108637585,0.00031815996,0.00011840407,0.00035941895,0.00020129488,0.0008142098,0.008702326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040524977,0.00043051504,0.39930874,0.0008479184,0.00012470451,0.000028598832,0.007572179,0.00019406278,0.00045042377,0.20271976,0.33696517,0.050952658],"study_design_scores_gemma":[0.0011830764,0.00020687329,0.44536188,0.0011480392,0.00006035993,0.0000072452704,0.0014669031,0.00027270106,0.00004713248,0.0037813755,0.54618615,0.00027826845],"about_ca_topic_score_codex":0.0021219936,"about_ca_topic_score_gemma":0.00026715492,"teacher_disagreement_score":0.51731384,"about_ca_system_score_codex":0.00026988873,"about_ca_system_score_gemma":0.00033792623,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W2951545594","doi":"10.4026/1303-2860.2015.0307.x","title":"Correlates and Consequences of Nursing Staff Job Insecurity","year":2015,"lang":"en","type":"article","venue":"iş, güç/İktisadi yenilik dergisi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Job security; Job insecurity; Feeling; Work (physics); Nursing; Health care; Psychology; Job attitude; Job performance; Medicine; Job satisfaction; Business; Economic growth; Social psychology; Finance; Economics","score_opus":0.11227265307826353,"score_gpt":0.4267674104775129,"score_spread":0.31449475739924937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951545594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541578,0.006932992,0.00013610214,0.0043805903,0.0013862712,0.00061352144,0.000053969536,0.00015397553,0.03218476],"genre_scores_gemma":[0.9960468,0.00065768644,0.00038503323,0.00022795955,0.00019870907,0.00004327934,0.00001690929,0.00003170664,0.002391939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749076,0.0004268578,0.0007067754,0.0003844714,0.00039182545,0.0005992953],"domain_scores_gemma":[0.9980444,0.0006590049,0.00033077865,0.00032320945,0.00035687836,0.0002857676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006202886,0.00027010465,0.0005464403,0.00014422307,0.00056567875,0.000016361833,0.00019976843,0.00024779653,0.0001435704],"category_scores_gemma":[0.0005095646,0.0002343293,0.00007110189,0.00024911592,0.0008210341,0.00025587998,0.00015975887,0.00048566348,0.000094528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032809327,0.00026401423,0.8189881,0.00023230787,0.00015978076,0.000045201952,0.04997969,0.000009542996,0.0005465016,0.03688927,0.083743125,0.008814383],"study_design_scores_gemma":[0.013186648,0.0030543006,0.4969347,0.005418845,0.00075313146,0.00013085396,0.12503822,0.0003804032,0.0016811296,0.26711053,0.083780296,0.0025309215],"about_ca_topic_score_codex":0.0012586092,"about_ca_topic_score_gemma":0.0006280863,"teacher_disagreement_score":0.32205337,"about_ca_system_score_codex":0.00013480367,"about_ca_system_score_gemma":0.0003361073,"threshold_uncertainty_score":0.9555672},"labels":[],"label_agreement":null},{"id":"W2952204110","doi":"","title":"Healthy Versus Tasty: a Canadian Test","year":2015,"lang":"en","type":"article","venue":"ACR Asia-Pacific Advances","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Psychology; Geology","score_opus":0.09270175836685389,"score_gpt":0.4251114795476382,"score_spread":0.3324097211807843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952204110","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019022537,0.010035974,0.000054770713,0.047213703,0.008016431,0.0012462458,0.00023659485,0.00041147965,0.9137623],"genre_scores_gemma":[0.98188406,0.00081087044,0.0005326382,0.0011504209,0.0010527803,0.0002674557,0.00006856567,0.000050750514,0.01418248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997738,0.00015984554,0.0004045312,0.00036970398,0.00030430115,0.0010236006],"domain_scores_gemma":[0.99791443,0.0005943456,0.00016104878,0.00035820852,0.00023694102,0.0007350368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045503848,0.00023593451,0.00032965,0.00014666647,0.001171937,0.000012333714,0.00023098476,0.00013500317,0.00024309868],"category_scores_gemma":[0.0007158588,0.00020207137,0.000050895556,0.00034401764,0.00012978104,0.0003318057,0.000085209664,0.00042706617,0.0014601368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045144776,0.00009019665,0.43945926,0.0001245213,0.00006229098,0.0000496142,0.011217856,0.0000058649694,0.00000779363,0.0071886545,0.5198757,0.021466786],"study_design_scores_gemma":[0.001471653,0.00037833137,0.005036434,0.000049186157,0.000015537873,0.0000011362613,0.043325067,0.0000048746683,0.0000038238386,0.0011677073,0.94832504,0.0002212402],"about_ca_topic_score_codex":0.023743233,"about_ca_topic_score_gemma":0.26926714,"teacher_disagreement_score":0.9628615,"about_ca_system_score_codex":0.0005066302,"about_ca_system_score_gemma":0.00093104434,"threshold_uncertainty_score":0.99931735},"labels":[],"label_agreement":null},{"id":"W2952218375","doi":"","title":"Wages Growth by Pay-setting Method | Bulletin – June Quarter 2019","year":2019,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Geography","score_opus":0.01657145357646633,"score_gpt":0.3357949449563077,"score_spread":0.31922349137984135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952218375","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00459641,0.0006627383,0.0004406874,0.9782527,0.0018482847,0.0014177719,0.00015436014,0.00030195355,0.012325104],"genre_scores_gemma":[0.9512685,0.00071014446,0.0049644853,0.009067114,0.0010373874,0.00031690538,0.00027604194,0.00022113843,0.0321383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954447,0.0008361954,0.0012757109,0.000750491,0.0006064448,0.0010864589],"domain_scores_gemma":[0.9966546,0.0014604497,0.00067492336,0.0006695688,0.0003427052,0.00019770271],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018055104,0.00049383,0.0009241849,0.00020160462,0.0005708178,0.000017297869,0.0004920299,0.00031799055,0.012798568],"category_scores_gemma":[0.00026975162,0.0003835863,0.00026250185,0.0002347737,0.00011384164,0.000072745584,0.00042707325,0.0009538288,0.013155102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111745365,0.00012739592,0.012125912,0.00035847918,0.00013032093,0.0000028504655,0.0020269046,0.0000020048383,0.0034140602,0.0008611242,0.98079336,0.00004587457],"study_design_scores_gemma":[0.0016927067,0.00020473108,0.005068214,0.0003659321,0.00006931286,0.0000021545118,0.0015482606,0.000009767475,0.00073672686,0.00030894423,0.989505,0.00048824443],"about_ca_topic_score_codex":0.0005131946,"about_ca_topic_score_gemma":0.000020989588,"teacher_disagreement_score":0.9691856,"about_ca_system_score_codex":0.00007364575,"about_ca_system_score_gemma":0.000068912996,"threshold_uncertainty_score":0.9998616},"labels":[],"label_agreement":null},{"id":"W2953193628","doi":"10.82308/39694","title":"Workers' compensation facing current issues : comparative analysis between Japan and Canada","year":2005,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overwork; Compensation (psychology); Work (physics); Workers' compensation; Political science; Business; Risk analysis (engineering); Engineering; Economics; Labour economics; Psychology; Social psychology","score_opus":0.06900155663069722,"score_gpt":0.37075164385659837,"score_spread":0.30175008722590113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953193628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98130643,0.0007543286,0.0000012681624,0.00090188143,0.0003308651,0.0006330002,0.0005966425,0.00014301547,0.015332555],"genre_scores_gemma":[0.9971442,0.00015071178,0.00020425355,0.00032183778,0.00016243079,0.00007763847,0.00016482966,0.00002738945,0.0017467055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964398,0.0007591651,0.00085685344,0.0006199113,0.0005697158,0.0007545355],"domain_scores_gemma":[0.9979038,0.0007207846,0.00038974386,0.00036208972,0.00030439888,0.00031917004],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00077200757,0.00040875378,0.00086214807,0.00027654096,0.003605448,0.000024751826,0.00023268505,0.00015772767,0.00027265755],"category_scores_gemma":[0.00015255257,0.00038237817,0.0001295746,0.00064125605,0.00008393076,0.00047198747,0.00030069615,0.0010240646,0.000104809034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004479561,0.00006290476,0.9273346,0.00012132616,0.0012861025,0.0000026981731,0.0003465414,0.00012922408,0.00019528282,0.01158367,0.00038470933,0.058508143],"study_design_scores_gemma":[0.0010043128,0.000055833225,0.5796967,0.0002419649,0.00086761755,4.441022e-7,0.00380452,0.000080336256,0.00056984654,0.00093595684,0.41207308,0.0006693587],"about_ca_topic_score_codex":0.2907782,"about_ca_topic_score_gemma":0.83645225,"teacher_disagreement_score":0.5456741,"about_ca_system_score_codex":0.0009543425,"about_ca_system_score_gemma":0.00008382847,"threshold_uncertainty_score":0.9998628},"labels":[],"label_agreement":null},{"id":"W2955524026","doi":"","title":"Has mismatch got us down? Skills and productivity in Canada","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Productivity; Labour economics; Human capital; Index (typography); Economics; Idle; Capital (architecture); Demographic economics; Economic growth; Computer science; Geography","score_opus":0.03619489552489557,"score_gpt":0.3588499312474422,"score_spread":0.3226550357225466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955524026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93663216,0.000080816484,2.1812957e-8,0.0046261875,0.00035141612,0.0010048436,0.000016353928,0.000011261018,0.057276927],"genre_scores_gemma":[0.9871671,0.0012614473,0.000020561389,0.00020776123,0.00009567646,0.0001442701,0.0000058793566,0.000022198788,0.011075086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770766,0.00039979786,0.0004102998,0.00048177363,0.00016767076,0.0008327767],"domain_scores_gemma":[0.9984976,0.0008447661,0.00007436246,0.00040395441,0.00006296518,0.00011635619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014870667,0.00013859893,0.00034896156,0.00015435222,0.00033169953,0.000014532451,0.00017291252,0.00008270766,0.0002013039],"category_scores_gemma":[0.00032733163,0.00013084184,0.00002142736,0.00013573252,0.000115597606,0.00011382565,0.00032391504,0.0008643707,0.000029650622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032972483,0.00005208017,0.9824473,0.00012045671,0.000015931217,0.000010117348,0.0010286428,0.00003723107,0.000045686556,0.00011342862,0.00072768447,0.015368452],"study_design_scores_gemma":[0.00086441153,0.000044755903,0.916207,0.00012418287,0.0000013956914,0.0000011241872,0.0028922285,0.000082680854,0.00002852406,0.00026056907,0.07932615,0.00016699114],"about_ca_topic_score_codex":0.52338207,"about_ca_topic_score_gemma":0.9625094,"teacher_disagreement_score":0.43912736,"about_ca_system_score_codex":0.0015905936,"about_ca_system_score_gemma":0.0017997382,"threshold_uncertainty_score":0.53355753},"labels":[],"label_agreement":null},{"id":"W2955760950","doi":"10.1007/s10677-019-10010-0","title":"Vulnerability, Rights, and Social Deprivation in Temporary Labour Migration","year":2019,"lang":"en","type":"article","venue":"Ethical Theory and Moral Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Philosophy of medicine; Political philosophy; Vulnerability (computing); Ontology; Human rights; Social vulnerability; Social policy; Sociology; Political science; Criminology; Social psychology; Law and economics; Psychology; Computer security; Medicine; Politics; Law; Epistemology; Computer science; Philosophy; Psychological resilience","score_opus":0.06460109265958108,"score_gpt":0.433104968911385,"score_spread":0.3685038762518039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955760950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9164441,0.00013970074,0.000052099407,0.07470748,0.00016671707,0.00039227048,0.000003910899,0.000034982455,0.00805874],"genre_scores_gemma":[0.99044794,0.000055519125,0.00008961072,0.0072500156,0.00015202153,0.000027832024,0.000011099497,0.0000068150534,0.001959135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996106,0.0031065056,0.00025857467,0.00021837639,0.00013691498,0.00017360077],"domain_scores_gemma":[0.99528736,0.004388389,0.00012101704,0.000085740314,0.000083115774,0.000034384626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781011,0.00009326087,0.00016728221,0.000039442522,0.00057255925,0.000014301654,0.000039713566,0.00034762686,0.00014648183],"category_scores_gemma":[0.0012865518,0.000072869196,0.000015803631,0.00008558725,0.000106991654,0.0004190804,0.000113109716,0.0014167044,0.000043482705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006976521,0.000048479345,0.22125962,0.00013042215,0.000014841369,0.0000027842138,0.011339173,3.12391e-7,0.00015470249,0.76487285,0.0006921345,0.00078701717],"study_design_scores_gemma":[0.0011002806,0.00010542441,0.3270368,0.000060314844,0.000023514656,0.0000016437814,0.0062111854,0.000014326401,0.000022065155,0.566507,0.09875397,0.00016351535],"about_ca_topic_score_codex":0.00055021344,"about_ca_topic_score_gemma":0.00021575371,"teacher_disagreement_score":0.1983659,"about_ca_system_score_codex":0.000024895522,"about_ca_system_score_gemma":0.000034948243,"threshold_uncertainty_score":0.61549544},"labels":[],"label_agreement":null},{"id":"W2959240993","doi":"10.1007/s10728-019-00377-7","title":"Neo-Liberalism, Austerity and the Political Determinants of Health","year":2019,"lang":"en","type":"editorial","venue":"Health Care Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Austerity; Philosophy of medicine; Politics; Liberalism; Political philosophy; Public health; Health informatics; Political science; Health policy; Health geography; Sociology; Political economy; Social science; Public administration; Medicine; International health; Law; Nursing; Alternative medicine","score_opus":0.03657701068373315,"score_gpt":0.4596171423680023,"score_spread":0.4230401316842691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959240993","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008225941,0.04296709,0.00006701502,0.07290707,0.8643967,0.0048270784,0.004083625,0.00017083185,0.002354675],"genre_scores_gemma":[0.1228073,0.015425061,0.00018850477,0.026565425,0.814683,0.0007157405,0.003417433,0.00026027363,0.015937243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912192,0.0035289882,0.0021816082,0.000686563,0.0010051888,0.0013784587],"domain_scores_gemma":[0.99220556,0.0038763513,0.0018397692,0.0009580663,0.00078869023,0.00033159115],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026896205,0.00045505675,0.0034499469,0.00041375344,0.0014709205,0.000017551873,0.00037219748,0.00072137994,0.00010990232],"category_scores_gemma":[0.00071243435,0.00029889419,0.000559125,0.00068741816,0.00036505406,0.000059136804,0.00048263927,0.0015256412,0.000030468393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001520167,0.000021405127,0.057207286,0.0059780004,0.00087437424,0.0000013136408,0.01274424,4.2473275e-7,7.825055e-9,0.00084038445,0.9203624,0.0018181526],"study_design_scores_gemma":[0.0023877085,0.00029669577,0.014667822,0.0007585955,0.001506866,2.0467313e-7,0.014587235,0.000023254655,1.03737236e-7,0.00021904222,0.9652041,0.00034836167],"about_ca_topic_score_codex":0.08018979,"about_ca_topic_score_gemma":0.029811868,"teacher_disagreement_score":0.11458136,"about_ca_system_score_codex":0.00075000344,"about_ca_system_score_gemma":0.0031449816,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W2959368943","doi":"10.1002/cl2.123","title":"PROTOCOL: Interventions to Improve Labour Market Outcomes of Youth: A Systematic Review of Active Labour Market Programmes","year":2014,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centro de Excelencia en Geotermia de Los Andes; Economic and Social Research Council; Inter-American Development Bank; UC Berkeley College of Chemistry; Global Development Network; University of Manchester; Centre for Economic Policy Research; Millennium Challenge Corporation; International Labour Organization; Overseas Development Institute; International Development Research Centre; United States Agency for International Development; World Bank Group","keywords":"Psychological intervention; Protocol (science); Labour economics; Business; Economics; Medicine; Nursing; Alternative medicine","score_opus":0.1512661755549672,"score_gpt":0.48817603153198263,"score_spread":0.3369098559770154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959368943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.259088e-7,0.568683,0.000077784534,0.00006729034,0.00048793852,0.42774227,0.00053423893,0.00006659708,0.0023406504],"genre_scores_gemma":[4.5312794e-7,0.537243,0.00016696655,0.00019935676,0.00009174169,0.43882132,0.00004246544,0.00012026806,0.023314446],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95229673,0.025332065,0.019014182,0.0011084145,0.0011499011,0.0010987093],"domain_scores_gemma":[0.9650656,0.004936779,0.024603436,0.003521516,0.0014869381,0.00038574528],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.024480704,0.0018115289,0.034151837,0.0006306291,0.0003853738,0.000033388173,0.0018779485,0.0006572712,0.0011198026],"category_scores_gemma":[0.028126093,0.0009982918,0.0059783002,0.0015323922,0.00012973932,0.00016008731,0.0009257813,0.0010134488,0.00072942825],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010320201,0.00021088446,0.000034388366,0.977994,0.0016296331,0.0000017235943,0.00094767817,2.2083833e-9,3.7822677e-8,0.00047459855,0.012871962,0.0058247657],"study_design_scores_gemma":[0.0003145744,0.00018761893,0.000007249717,0.69485,0.009572014,0.00000354938,0.000683174,1.6593569e-7,7.417541e-8,0.000019999863,0.29382765,0.0005338947],"about_ca_topic_score_codex":0.000118975026,"about_ca_topic_score_gemma":0.00006656374,"teacher_disagreement_score":0.28314397,"about_ca_system_score_codex":0.00050769787,"about_ca_system_score_gemma":0.0005134163,"threshold_uncertainty_score":0.9997933},"labels":[],"label_agreement":null},{"id":"W2959897269","doi":"10.1016/j.socscimed.2019.112424","title":"Precarious sleep? Nonstandard work, gender, and sleep disturbance in 31 European countries","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Precarity; Precarious work; Work (physics); Sleep (system call); Sleep disorder; European Social Survey; Psychology; Demographic economics; Sociology; Social psychology; Political science; Gender studies; Psychiatry; Economics; Politics; Insomnia","score_opus":0.03749003525059644,"score_gpt":0.3761818416775119,"score_spread":0.33869180642691543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959897269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75699407,0.0024440717,0.00003625401,0.006469258,0.0014086376,0.0006352365,0.000006431108,0.0000637032,0.23194234],"genre_scores_gemma":[0.99603695,0.00015981986,0.0000056183953,0.0014280907,0.00052362983,0.000019036615,0.0000027158264,0.000011832152,0.001812293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979067,0.00018070477,0.0003374305,0.0003670025,0.00059542083,0.00061278575],"domain_scores_gemma":[0.9992728,0.00018649326,0.00013370549,0.00014809909,0.00014861886,0.00011028788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022106846,0.00014587781,0.00031664225,0.00010376097,0.0012130422,0.000012466782,0.00025020196,0.00005633664,0.00015021673],"category_scores_gemma":[0.00025261493,0.00010596892,0.000019547057,0.00069234363,0.0014456101,0.00017885849,0.00018352603,0.0003580167,0.00007169385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044289136,0.000010794877,0.8846802,0.00004012686,0.000007161664,0.000005731448,0.09821032,2.3893517e-7,0.000069249305,0.004410754,0.0061041806,0.0064169243],"study_design_scores_gemma":[0.0016466463,0.0000939928,0.93092495,0.0003214916,0.000021023898,3.715139e-7,0.008021821,0.000006041922,0.000002949243,0.00058086455,0.058195237,0.00018462221],"about_ca_topic_score_codex":0.00022669738,"about_ca_topic_score_gemma":0.00012208402,"teacher_disagreement_score":0.23904291,"about_ca_system_score_codex":0.00021909304,"about_ca_system_score_gemma":0.00015113497,"threshold_uncertainty_score":0.9329862},"labels":[],"label_agreement":null},{"id":"W2961107437","doi":"","title":"The legal precariousness of temporary migrant agricultural work: case studies of the Canadian Seasonal Agricultural Worker Program and the Australian Seasonal Worker Programme","year":2018,"lang":"en","type":"dissertation","venue":"Minerva Access (University of Melbourne)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Migrant workers; Work (physics); Farm workers; Geography; Socioeconomics; Economic growth; Engineering; Sociology; Economics; Archaeology","score_opus":0.05790553049882045,"score_gpt":0.34833870284950974,"score_spread":0.2904331723506893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961107437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97922724,0.003484574,1.8368999e-7,0.011231665,0.0010706026,0.0028145078,0.0001263764,0.000034063778,0.002010791],"genre_scores_gemma":[0.93804497,0.00024098899,0.0000733878,0.000029656832,0.0002625346,0.000054370656,0.00019945604,0.000023472416,0.06107119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966458,0.000779727,0.00061713473,0.00042464028,0.00072982046,0.00080286217],"domain_scores_gemma":[0.9957323,0.0005570678,0.0014261272,0.00040287175,0.0016653135,0.00021633618],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009935782,0.0004844313,0.00091886456,0.00010284469,0.0045448197,0.00007787112,0.0011812999,0.00045115457,0.00005263767],"category_scores_gemma":[0.00016650399,0.00022762759,0.00045332138,0.0009223996,0.0018242064,0.00037691626,0.0005023525,0.0009632397,0.0000022223742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031194917,0.00040443504,0.5781149,0.0025099209,0.006116266,0.00019133842,0.1379003,0.000007041781,0.000023688335,0.0013114575,0.2100716,0.06022955],"study_design_scores_gemma":[0.0016670112,0.000078586505,0.77723783,0.001965143,0.00074036274,0.00002865387,0.18674853,0.000005581815,0.000008125948,0.00007389109,0.031123016,0.000323242],"about_ca_topic_score_codex":0.18050776,"about_ca_topic_score_gemma":0.8920814,"teacher_disagreement_score":0.7115736,"about_ca_system_score_codex":0.00020881479,"about_ca_system_score_gemma":0.0007073604,"threshold_uncertainty_score":0.9967511},"labels":[],"label_agreement":null},{"id":"W2961414691","doi":"10.1007/s10926-019-09847-0","title":"Return to Work and Ripple Effects on Family of Precariously Employed Injured Workers","year":2019,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Health psychology; Work (physics); Ripple; Rehabilitation; Medicine; Psychology; Engineering; Nursing; Physical therapy; Public health; Mechanical engineering","score_opus":0.029059339331879507,"score_gpt":0.3968651053041162,"score_spread":0.3678057659722367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961414691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405634,0.000112871945,0.00007682888,0.0037042827,0.0007890962,0.0008470272,0.000008209138,0.000010489457,0.00039482315],"genre_scores_gemma":[0.99677104,0.0000071927293,0.002240877,0.0004204625,0.00016073837,0.000029035818,0.000005460033,0.000014200969,0.00035098378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808884,0.00036063304,0.0007285709,0.00014347861,0.000510174,0.00016829355],"domain_scores_gemma":[0.994433,0.004099643,0.0005604934,0.00013154371,0.000683863,0.00009144359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010038365,0.0001192311,0.00033197697,0.00027199357,0.0001369597,0.0000056933027,0.00008651821,0.00009869773,0.000033488417],"category_scores_gemma":[0.0018158945,0.000093629424,0.00009371951,0.00030613414,0.00003367,0.00015606513,0.000039735758,0.00027408602,0.000023095836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026300834,0.000058067173,0.9708678,0.00020669609,0.000059142974,4.07843e-7,0.0060528633,0.000053983615,0.00118186,0.00047885967,0.014094991,0.0043152357],"study_design_scores_gemma":[0.0011274272,0.0021243826,0.99100155,0.0008572721,0.000026138181,2.1356892e-7,0.001091625,0.0000023731616,0.00005524737,0.001090774,0.0025399588,0.000083021354],"about_ca_topic_score_codex":0.000028178265,"about_ca_topic_score_gemma":0.000015384592,"teacher_disagreement_score":0.020133758,"about_ca_system_score_codex":0.00014940556,"about_ca_system_score_gemma":0.00016976254,"threshold_uncertainty_score":0.3818097},"labels":[],"label_agreement":null},{"id":"W2963086030","doi":"10.1177/0020715219849463","title":"Part-time employment as a way to increase women’s employment: (Where) does it work?","year":2019,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Labour economics; Economics; Part-time employment; Working time; Demographic economics; Time allocation; Geography","score_opus":0.052845413155423224,"score_gpt":0.4281490765506329,"score_spread":0.37530366339520965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963086030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95228326,0.00024873644,0.000049710907,0.031942524,0.0038336588,0.0005317223,0.000033001605,0.000031803047,0.011045567],"genre_scores_gemma":[0.9612621,0.000112619375,0.000101442114,0.006637943,0.0012774749,0.00012679328,0.000012893807,0.000023242423,0.03044551],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964059,0.00094411784,0.001170529,0.00028210424,0.0006195385,0.0005777929],"domain_scores_gemma":[0.9962546,0.0012041992,0.0008573488,0.00018629256,0.0012237823,0.00027373715],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010737517,0.00028191262,0.00080599764,0.00028184408,0.00028423988,0.000019196243,0.0006622705,0.00016748087,0.011773552],"category_scores_gemma":[0.00014958403,0.00019316273,0.00020261321,0.0001074212,0.00017610002,0.00020696029,0.00035521417,0.0007093987,0.0050612576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004256093,0.0006232005,0.4485258,0.000027938298,0.003444877,0.000098860604,0.20498094,0.000120733326,0.0015202964,0.013679991,0.3214798,0.0012414991],"study_design_scores_gemma":[0.003879866,0.001422214,0.09408217,0.0005676434,0.0000533442,0.000015349,0.02539757,0.0000063827033,0.000117493415,0.011836919,0.86219054,0.00043050165],"about_ca_topic_score_codex":0.00010809722,"about_ca_topic_score_gemma":0.00008518661,"teacher_disagreement_score":0.54071075,"about_ca_system_score_codex":0.000879857,"about_ca_system_score_gemma":0.00024442424,"threshold_uncertainty_score":0.9957134},"labels":[],"label_agreement":null},{"id":"W2963370353","doi":"","title":"Operators’ emotional work in calls to the medical emergency number","year":2012,"lang":"en","type":"article","venue":"Pragmatics Quarterly Publication of the International Pragmatics Association (IPrA)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Work (physics); Psychology; Sociology; Social psychology; Linguistics; Philosophy; Engineering","score_opus":0.028579548457910036,"score_gpt":0.3776079554771684,"score_spread":0.34902840701925836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963370353","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4486515,0.000063074614,0.003252042,0.4990274,0.008854507,0.0023532468,0.00013395409,0.00012311972,0.037541155],"genre_scores_gemma":[0.97987574,0.000040037106,0.00088247156,0.0039607496,0.0011047772,0.000582331,0.000103534316,0.00003854617,0.013411788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938171,0.001001184,0.0018836616,0.00023131933,0.0024942074,0.00057252817],"domain_scores_gemma":[0.9944845,0.0016349914,0.0015611073,0.0005414712,0.0015900725,0.00018784641],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0066514914,0.00023561924,0.0003310401,0.0001772939,0.00056224264,0.000055605666,0.0013095143,0.00028904795,0.003809206],"category_scores_gemma":[0.009183432,0.000160787,0.00015832653,0.00094511104,0.000042409876,0.00056569354,0.0003147167,0.0007437,0.0010374803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012803152,0.00029683724,0.6952622,0.00004077268,0.00016127438,7.81665e-8,0.011041363,0.000020472396,0.000009990689,0.045892943,0.24629611,0.00096515956],"study_design_scores_gemma":[0.00078230206,0.00003157732,0.83802015,0.0002735663,0.000049930233,0.0000015966823,0.0027886122,0.001285258,0.000013496117,0.0035014173,0.15297668,0.0002754296],"about_ca_topic_score_codex":0.00011532486,"about_ca_topic_score_gemma":0.00045406655,"teacher_disagreement_score":0.53122425,"about_ca_system_score_codex":0.00086492207,"about_ca_system_score_gemma":0.00028373703,"threshold_uncertainty_score":0.9997403},"labels":[],"label_agreement":null},{"id":"W2963891607","doi":"","title":"Gender and precarity","year":2016,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Diversity (politics); Event (particle physics); Gender diversity; Gender studies; Sociology; History; Business; Anthropology; Finance; Physics","score_opus":0.13401344049122121,"score_gpt":0.439890599017723,"score_spread":0.30587715852650177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963891607","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38552395,0.00020246966,0.0005500771,0.010703058,0.0002943415,0.00023053051,0.0000057809866,0.00013133234,0.60235846],"genre_scores_gemma":[0.94950694,0.00011393265,0.00007292875,0.00072417106,0.00009177597,0.00001936286,1.41491e-7,0.000003592096,0.04946716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996226,0.00004698499,0.00007652348,0.00007675038,0.000040856106,0.00013631507],"domain_scores_gemma":[0.99971265,0.00015079425,0.000014570907,0.000064510634,0.000026151945,0.00003133705],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010956649,0.000035281046,0.00005463268,0.0000106527295,0.0002410876,7.8097e-7,0.00002008538,0.000032898344,0.001497983],"category_scores_gemma":[0.000034977536,0.000016386139,0.000008047591,0.00001489406,0.00002464758,0.00003888001,0.000075814976,0.000037603593,0.00021234524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049112355,0.0000044850367,0.90130264,0.00001669154,0.000011379917,2.2119269e-7,0.00078879646,4.0939085e-10,0.00018680585,0.041038617,0.04804341,0.00860204],"study_design_scores_gemma":[0.0003494672,0.000010889454,0.8770263,0.00001751598,0.00000430618,8.412646e-8,0.00037735788,1.896664e-7,0.000028660443,0.007350897,0.11478932,0.00004499308],"about_ca_topic_score_codex":0.000043176697,"about_ca_topic_score_gemma":0.00006775513,"teacher_disagreement_score":0.56398296,"about_ca_system_score_codex":0.000010067023,"about_ca_system_score_gemma":0.000012208545,"threshold_uncertainty_score":0.9994148},"labels":[],"label_agreement":null},{"id":"W2964566017","doi":"10.1177/1048291119867757","title":"Factors Influencing the Health and Safety of Temporary Foreign Workers in Skilled and Low-Skilled Occupations in Canada","year":2019,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business; Vulnerability (computing); Immigration; Occupational safety and health; Workload; Work (physics); Hospitality; Labour economics; Family reunification; Compliance (psychology); Job security; Demographic economics; Political science; Psychology; Economics; Engineering; Tourism; Computer security","score_opus":0.038488616669248674,"score_gpt":0.35525655960144803,"score_spread":0.31676794293219934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964566017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868636,0.002732597,0.000011450809,0.009401362,0.00008378448,0.0006419582,0.000113518516,0.000002187805,0.00014955363],"genre_scores_gemma":[0.9950447,0.0027475457,0.00006426923,0.0019623612,0.00007276185,0.000008013022,0.000018417239,0.000009335865,0.00007258941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977317,0.00033032408,0.0010978697,0.00014534598,0.0002721921,0.00042258739],"domain_scores_gemma":[0.9983176,0.0005929801,0.00070235063,0.00009495544,0.000017685594,0.00027441545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006409939,0.00015176662,0.00042412532,0.00027260813,0.00060002797,0.0000037665732,0.00007376315,0.000054124157,0.00005127676],"category_scores_gemma":[0.00006801233,0.000107224405,0.00003416244,0.0001986139,0.00010621706,0.00017558361,0.00012234684,0.00038360912,7.4735726e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001720572,0.000039217815,0.9920454,0.00009343995,0.000019738474,4.1859494e-7,0.004604576,0.00005449232,0.000005134313,0.000956575,0.00062506815,0.0013838954],"study_design_scores_gemma":[0.0017728393,0.00018723807,0.96370435,0.00039127126,0.0000033244314,0.0000035787716,0.032939594,0.000036872,2.928497e-7,0.00032433963,0.0005598464,0.000076447905],"about_ca_topic_score_codex":0.6985705,"about_ca_topic_score_gemma":0.4383255,"teacher_disagreement_score":0.260245,"about_ca_system_score_codex":0.0014465953,"about_ca_system_score_gemma":0.0053526224,"threshold_uncertainty_score":0.9495322},"labels":[],"label_agreement":null},{"id":"W2965160568","doi":"10.5465/ambpp.2019.16213abstract","title":"What Am I Worth?: Wage Security and the (In)secure Self","year":2019,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Wage; Work (physics); Living wage; Inequality; Business; Economic inequality; Job security; Labour economics; Public relations; Social security; Economics; Political science","score_opus":0.020588016414231174,"score_gpt":0.3390797302780944,"score_spread":0.3184917138638632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965160568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016637,0.0014015255,4.1517015e-7,0.038265236,0.00023214179,0.0021863482,0.0000011208606,0.00008370134,0.05616579],"genre_scores_gemma":[0.97974515,0.0105191,0.000043375607,0.002866774,0.00009940409,0.0001961041,0.0000010743975,0.000018921086,0.006510125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99840015,0.00004566822,0.00047292304,0.00033496102,0.0003136373,0.00043266188],"domain_scores_gemma":[0.99943155,0.00015487715,0.0002562046,0.000073853655,0.00003956975,0.000043948094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013696504,0.0001827399,0.00035691322,0.00012905493,0.00026173357,0.00002552308,0.0002993848,0.00015313178,0.00010979258],"category_scores_gemma":[0.000020656906,0.00012265559,0.000055320306,0.00027578863,0.00011768096,0.000652899,0.00065083825,0.0005465343,0.000059031638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027694344,0.00007973588,0.375023,0.0029544157,0.00027581857,0.000001056994,0.055952087,4.0081235e-7,0.00001679758,0.52679235,0.035513744,0.003113611],"study_design_scores_gemma":[0.009499995,0.00009578173,0.44149098,0.002302162,0.0002393934,8.2754156e-7,0.11890561,0.00008853477,0.00004525562,0.062667236,0.36416286,0.00050135603],"about_ca_topic_score_codex":0.000018509583,"about_ca_topic_score_gemma":0.000004924032,"teacher_disagreement_score":0.46412513,"about_ca_system_score_codex":0.000039293966,"about_ca_system_score_gemma":0.0000050797016,"threshold_uncertainty_score":0.500175},"labels":[],"label_agreement":null},{"id":"W2965354958","doi":"10.1007/s12144-019-00357-z","title":"Family snapshot: Characteristics of the economic and social environment and their associations with mental health in Canadian military personnel with a history of deployment","year":2019,"lang":"en","type":"article","venue":"Current Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Mental health; Psychology; Marital status; Social support; Software deployment; Odds; Mood; Gerontology; Environmental health; Psychiatry; Social psychology; Medicine; Engineering; Logistic regression; Population","score_opus":0.04176219151758447,"score_gpt":0.3327691714775085,"score_spread":0.29100697995992403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965354958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883212,0.0026210267,0.0000010251003,0.0069600674,0.00051450246,0.0006673675,0.00033594773,0.0000031811903,0.0005757037],"genre_scores_gemma":[0.9979107,0.0011109643,0.000008000317,0.0007475002,0.00003091542,0.00003730669,0.000057803383,0.000009787916,0.00008706032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990084,0.00018107012,0.00028766954,0.00019236677,0.00005074771,0.0002797557],"domain_scores_gemma":[0.9995468,0.000044673045,0.00021510394,0.00012348476,0.000011277828,0.000058612335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022561978,0.000112604605,0.0003071265,0.0000733262,0.00016182553,4.7455262e-7,0.00006790593,0.000053700594,0.000058495076],"category_scores_gemma":[0.0000019716686,0.00007389711,0.00002055173,0.00002223355,0.00019240781,0.000026575526,0.00004186329,0.00020366543,0.0000022402664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054886947,0.000051570783,0.9612099,0.00008645838,0.000044103,7.650048e-8,0.03146377,3.0191157e-7,0.000031219886,0.0002679754,0.005439276,0.0013504382],"study_design_scores_gemma":[0.00104997,0.00018243509,0.9576117,0.00007032668,0.000009116958,4.6694026e-7,0.003170035,0.000010331793,2.3564573e-7,0.000019673445,0.037805088,0.000070666414],"about_ca_topic_score_codex":0.02352183,"about_ca_topic_score_gemma":0.08778652,"teacher_disagreement_score":0.064264685,"about_ca_system_score_codex":0.0010219148,"about_ca_system_score_gemma":0.00042905286,"threshold_uncertainty_score":0.9829806},"labels":[],"label_agreement":null},{"id":"W2965517857","doi":"10.5271/sjweh.3845","title":"Research strategies for precarious employment","year":2019,"lang":"en","type":"letter","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Labour economics; Economics","score_opus":0.13466257381376973,"score_gpt":0.4479804888790509,"score_spread":0.31331791506528117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965517857","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025903808,0.012558412,0.00063079316,0.9729418,0.004237395,0.0048868326,0.00016916412,0.000036565336,0.0019486176],"genre_scores_gemma":[0.029615162,0.021932553,0.0024287743,0.760976,0.041007895,0.0012947283,0.000610104,0.0007793181,0.14135543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906953,0.00225652,0.002261333,0.00062514754,0.0018693454,0.0022923497],"domain_scores_gemma":[0.99438834,0.0019206732,0.0023967107,0.000752274,0.00025096769,0.00029105015],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005581521,0.00060080615,0.0016491662,0.0006631206,0.0019107171,0.00006346957,0.0008366777,0.000923086,0.0007542219],"category_scores_gemma":[0.00006455293,0.00048223857,0.00048747912,0.00027576907,0.0002851997,0.00021228143,0.00030557302,0.0076615773,0.00037772438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002543244,0.000089424895,0.025479559,0.0013357042,0.00030551042,0.000051363215,0.004232919,0.000028392915,0.0000015023496,0.00009245933,0.9655452,0.0025836576],"study_design_scores_gemma":[0.0016891464,0.0025134094,0.009536267,0.0039860564,0.00008386272,0.0000072086286,0.0025928882,4.5561052e-7,7.017343e-7,0.0018998088,0.97731525,0.00037496682],"about_ca_topic_score_codex":0.00018185811,"about_ca_topic_score_gemma":0.000024077623,"teacher_disagreement_score":0.2119658,"about_ca_system_score_codex":0.0029898747,"about_ca_system_score_gemma":0.0018432122,"threshold_uncertainty_score":0.99976295},"labels":[],"label_agreement":null},{"id":"W2966490162","doi":"10.1080/13639080.2019.1646415","title":"Underemployment of highly qualified labour in advanced capitalism: trends and prospects","year":2019,"lang":"en","type":"article","venue":"Journal of Education and Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Underemployment; Labour economics; Capitalism; Wage; Respondent; Economics; Public relations; Business; Political science; Economic growth; Unemployment; Law","score_opus":0.02905150724946794,"score_gpt":0.39397047037750066,"score_spread":0.36491896312803274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966490162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830863,0.0022475612,0.0000015231067,0.010449172,0.000805665,0.0001376358,0.0000012643933,0.000003340208,0.0032675385],"genre_scores_gemma":[0.9874236,0.00048401332,0.00016443666,0.0003270119,0.000094787516,0.000006848747,0.0000012107222,0.0000064223286,0.011491669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917316,0.00008816281,0.00042746597,0.0000756112,0.00011606669,0.00011953262],"domain_scores_gemma":[0.99924713,0.00012223158,0.00037458065,0.00006790045,0.00013028788,0.00005784522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030991258,0.00006921876,0.00022669317,0.00018003743,0.000068708,0.000004584956,0.00004022931,0.000046791538,0.000115010895],"category_scores_gemma":[0.00003970988,0.000052443975,0.000022248318,0.00020083954,0.000020737232,0.00009603212,0.000023397295,0.00016740401,0.000003241519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100352336,0.00015067027,0.96157336,0.00011544883,0.000023191644,3.7404908e-7,0.010589606,0.000001693541,0.00013475165,0.013836621,0.004851054,0.008622886],"study_design_scores_gemma":[0.0010275027,0.00015776996,0.97675776,0.0005612415,0.000011744337,0.0000012373185,0.008946785,2.1082388e-7,0.000030514508,0.0024783062,0.009962673,0.000064244],"about_ca_topic_score_codex":0.00004586788,"about_ca_topic_score_gemma":0.000057348956,"teacher_disagreement_score":0.015184418,"about_ca_system_score_codex":0.000050534298,"about_ca_system_score_gemma":0.00013536208,"threshold_uncertainty_score":0.21386032},"labels":[],"label_agreement":null},{"id":"W2967061337","doi":"10.1177/1048291119867740","title":"Occupational Health and Safety for Migrant Domestic Workers in Canada: Dimensions of (Im)mobility","year":2019,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University; Alberta Health; Workers Compensation Board of Alberta; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Harassment; Psychosocial; Occupational safety and health; Demographic economics; Labor mobility; Mobilities; Verbal abuse; Business; Population; Poison control; Environmental health; Suicide prevention; Psychology; Labour economics; Political science; Sociology; Medicine; Nursing; Economics; Law; Psychiatry","score_opus":0.045879890475548704,"score_gpt":0.3907539592405367,"score_spread":0.344874068764988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967061337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96939,0.00410512,0.00025953393,0.024101732,0.00026148598,0.0010957397,0.00074864866,0.0000036157292,0.00003413214],"genre_scores_gemma":[0.9939821,0.0019588524,0.0009477126,0.0026929409,0.00017339115,0.00001986335,0.00005731774,0.000011241856,0.00015658692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741244,0.00024247925,0.0012480968,0.00018845253,0.00033912892,0.0005694122],"domain_scores_gemma":[0.99779785,0.00082831766,0.0007905721,0.000110699104,0.00004437876,0.0004281575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008913178,0.00015706113,0.0004953225,0.00022289337,0.00077946216,0.000002331158,0.00007363196,0.00005874019,0.00008495073],"category_scores_gemma":[0.000114678165,0.00012393446,0.00006660333,0.0001445052,0.00011873879,0.0001232034,0.000104288185,0.00028109294,0.0000025316183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068474945,0.00012932257,0.98691577,0.00022947861,0.000037642803,4.0439159e-7,0.0015026118,0.0001140878,0.00001724138,0.0019097904,0.004480561,0.0039783632],"study_design_scores_gemma":[0.0024168214,0.00044796112,0.98116744,0.0003036615,0.000008965443,0.000009921691,0.0029291667,0.000075536154,2.6563708e-7,0.00070140616,0.011844354,0.00009449339],"about_ca_topic_score_codex":0.49648562,"about_ca_topic_score_gemma":0.30857065,"teacher_disagreement_score":0.18791495,"about_ca_system_score_codex":0.0021691055,"about_ca_system_score_gemma":0.011579769,"threshold_uncertainty_score":0.9940237},"labels":[],"label_agreement":null},{"id":"W2967790769","doi":"10.1177/1048291119867750","title":"Travel Time as Work Time? Nature and Scope of Canadian Labor Law’s Protections for Mobile Workers","year":2019,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legislation; Scope (computer science); Work (physics); Travel time; Representation (politics); Working time; Labour law; Demographic economics; Labour economics; Political science; Law; Economics; Transport engineering; Engineering; Politics; Computer science","score_opus":0.02481202562122889,"score_gpt":0.3706556858387732,"score_spread":0.3458436602175443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967790769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940114,0.008593909,0.000042348714,0.041291747,0.00035282053,0.0031900294,0.0013275082,0.0000127454805,0.0050748424],"genre_scores_gemma":[0.9835868,0.0016450934,0.0011727266,0.0041828197,0.0006437342,0.000084947445,0.000051622497,0.000026020476,0.008606249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985992,0.0001088924,0.0005331069,0.00013981441,0.00018639833,0.0004326064],"domain_scores_gemma":[0.99886465,0.00020666172,0.0003813175,0.00008700883,0.00004698389,0.00041338976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038931865,0.00013180384,0.00029757008,0.0003966439,0.001029805,0.0000058127575,0.000070124355,0.00015730632,0.0005240507],"category_scores_gemma":[0.000035913177,0.0001138873,0.00006677722,0.00023184724,0.00012284392,0.00013977352,0.000048789727,0.00038967514,0.00006796542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038177685,0.0011399053,0.5286672,0.001466402,0.001147589,0.000006121495,0.018384144,0.00034155525,0.0037561043,0.0994204,0.28755715,0.054295667],"study_design_scores_gemma":[0.0020038262,0.0010771048,0.84549934,0.00042038356,0.00003508517,0.000016185146,0.0011931525,0.000013508439,0.00001069495,0.0014450914,0.14812155,0.00016410468],"about_ca_topic_score_codex":0.033532936,"about_ca_topic_score_gemma":0.004541984,"teacher_disagreement_score":0.31683213,"about_ca_system_score_codex":0.0004181985,"about_ca_system_score_gemma":0.0013925539,"threshold_uncertainty_score":0.97290283},"labels":[],"label_agreement":null},{"id":"W2967996259","doi":"10.1007/s12134-019-00685-w","title":"Safe Employment Integration of Recent Immigrants and Refugees","year":2019,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Institute of Population and Public Health; York University; McMaster University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Immigration; Work (physics); Settlement (finance); Focus group; Qualitative research; Public relations; Exploratory research; Political science; Precarity; Service (business); Service provider; Business; Economic growth; Sociology; Engineering; Marketing; Economics; Law; Finance; Social science","score_opus":0.034645398311065875,"score_gpt":0.39023328846784766,"score_spread":0.35558789015678177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967996259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91521055,0.0005040504,0.04266827,0.022122733,0.0015974122,0.0007832692,0.00008193479,0.000052181607,0.016979614],"genre_scores_gemma":[0.9760067,0.007561029,0.0057393913,0.0019837294,0.0005264682,0.00010003655,0.00026390835,0.000043916083,0.0077748545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99552584,0.0009980883,0.0020632965,0.00038500174,0.0007367828,0.00029099843],"domain_scores_gemma":[0.99345195,0.0013190033,0.0020299933,0.0002224418,0.0028117066,0.00016491646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028877293,0.0003830242,0.0005772203,0.0009075484,0.00021728779,0.00015224254,0.0003312816,0.0003101033,0.0011007261],"category_scores_gemma":[0.0019858358,0.00032427107,0.00019514814,0.00032071755,0.00015790465,0.0014080326,0.00008798366,0.0009009775,0.00002138327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017257261,0.0007452649,0.3744185,0.0001676796,0.00062527624,0.000011499916,0.03180689,0.00042432226,0.22909494,0.2977052,0.021845264,0.04142946],"study_design_scores_gemma":[0.005596543,0.0020537074,0.59290236,0.0032929594,0.00020865144,0.00036241222,0.014534605,0.022715606,0.026726292,0.013941545,0.3167733,0.00089205545],"about_ca_topic_score_codex":0.0009495965,"about_ca_topic_score_gemma":0.0050954404,"teacher_disagreement_score":0.294928,"about_ca_system_score_codex":0.0006548277,"about_ca_system_score_gemma":0.00038328028,"threshold_uncertainty_score":0.99992096},"labels":[],"label_agreement":null},{"id":"W2968078092","doi":"10.4324/9781315178479-12","title":"Working poor women in Mexico facing another crisis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Development economics; Economics","score_opus":0.08743995202593362,"score_gpt":0.3712467717534466,"score_spread":0.283806819727513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968078092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009432961,0.00033060805,0.00004608277,0.0034875835,0.0010637039,0.00062622654,0.000009086958,0.00017675062,0.99331665],"genre_scores_gemma":[0.017692195,0.00025356846,0.000067974164,0.0061584553,0.00077277236,0.00012777065,0.000010206478,0.000111744834,0.9748053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977154,0.000070303555,0.0006436794,0.00044380993,0.00025787484,0.000868944],"domain_scores_gemma":[0.9990505,0.00021138326,0.00024923493,0.0003203073,0.00008245111,0.00008613557],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064600504,0.00037191802,0.00064902334,0.00028627712,0.00047203555,0.000010057746,0.00019024608,0.00054067554,0.038092017],"category_scores_gemma":[0.000029607356,0.00029877844,0.00009610972,0.000044046752,0.000060238104,0.000053365464,0.00032549695,0.00074272184,0.002979599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009105522,0.000023650402,0.057391986,0.00022406771,0.0003191342,0.000022768758,0.037632264,3.0350975e-7,0.0000077363175,0.03712133,0.86435956,0.0028061331],"study_design_scores_gemma":[0.00043155884,0.00004754535,0.00046170037,0.0009330816,0.000018047029,1.5540175e-7,0.0042943605,0.0000010624503,0.000003277054,0.023393363,0.970043,0.00037283334],"about_ca_topic_score_codex":0.0002559392,"about_ca_topic_score_gemma":0.0024221926,"teacher_disagreement_score":0.105683446,"about_ca_system_score_codex":0.00052117906,"about_ca_system_score_gemma":0.00009381579,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W2968397247","doi":"10.1177/1048291119868805","title":"Regulating Health and Safety and Workers’ Compensation in Canada for the Mobile Workforce: Now You See Them, Now You Don’t","year":2019,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Workforce; Invisibility; Occupational safety and health; Business; Work (physics); Compensation (psychology); Workers' compensation; Public relations; Labour economics; Environmental health; Political science; Medicine; Psychology; Engineering; Economics; Law; Social psychology","score_opus":0.0526567153306589,"score_gpt":0.36983524711836613,"score_spread":0.3171785317877072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968397247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9236708,0.007624851,0.00039880912,0.06596977,0.00029838574,0.0016492029,0.0002220108,0.0000059262384,0.0001602421],"genre_scores_gemma":[0.9868334,0.007293958,0.0005502042,0.003936507,0.00040244393,0.00001795202,0.00003459399,0.000014843799,0.0009161239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980981,0.00018999421,0.0007940791,0.00016817058,0.00025613778,0.0004935396],"domain_scores_gemma":[0.99831945,0.00066614134,0.00061586563,0.00009879867,0.000022081362,0.0002776693],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081844605,0.00015002194,0.0003251988,0.00009118395,0.0014831409,0.000009349366,0.000068016234,0.00005410878,0.00007132211],"category_scores_gemma":[0.000030887586,0.00011051397,0.000036111698,0.00010300465,0.00008732972,0.0001470624,0.00010534731,0.0003165829,0.000003415505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036713982,0.000032727163,0.96068895,0.00011639973,0.000030980504,1.930933e-7,0.00415367,0.0003012434,0.000006359298,0.0019044633,0.004777022,0.02762084],"study_design_scores_gemma":[0.0020016676,0.0002498157,0.93410385,0.00027263368,0.00000890033,0.000013492808,0.011858343,0.000515301,1.9180851e-7,0.00041179208,0.050466172,0.00009783544],"about_ca_topic_score_codex":0.15829107,"about_ca_topic_score_gemma":0.22265315,"teacher_disagreement_score":0.06436208,"about_ca_system_score_codex":0.0015117022,"about_ca_system_score_gemma":0.0023899088,"threshold_uncertainty_score":0.9998168},"labels":[],"label_agreement":null},{"id":"W2969214449","doi":"10.7202/1062107ar","title":"Les travailleurs étrangers temporaires au Canada : une sous-classe d’employés ?1","year":2019,"lang":"fr","type":"article","venue":"Cahiers québécois de démographie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01822818071160702,"score_gpt":0.29119243663358835,"score_spread":0.2729642559219813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969214449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8250045,0.04921746,0.000050410137,0.060714,0.00775445,0.001703641,0.0004358005,0.00026785317,0.054851897],"genre_scores_gemma":[0.9376618,0.0063246693,0.00012520504,0.004407264,0.0010402728,0.00018317562,0.000101962956,0.00024008847,0.049915522],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99293196,0.0011462861,0.0012477898,0.0010798969,0.00087822106,0.0027158668],"domain_scores_gemma":[0.99565125,0.0014525271,0.00056376174,0.0010269277,0.0003396451,0.000965918],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010686812,0.0009800955,0.0012061237,0.00048756532,0.0022329136,0.000046401525,0.0007544503,0.0012825455,0.0010147718],"category_scores_gemma":[0.0002860142,0.001000263,0.00060955813,0.002045994,0.0018202998,0.000349151,0.00013267381,0.0024579507,0.00022041918],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014333898,0.00015522355,0.580459,0.001224615,0.0007868903,0.00017273637,0.023436671,0.000029495912,0.00008333611,0.0148773,0.36481085,0.013820563],"study_design_scores_gemma":[0.0015897697,0.00028133317,0.2589457,0.0008350204,0.00034130356,0.000012463854,0.04826719,0.000016628068,0.00002764931,0.0008053225,0.6878714,0.0010062435],"about_ca_topic_score_codex":0.9932366,"about_ca_topic_score_gemma":0.9978481,"teacher_disagreement_score":0.32306054,"about_ca_system_score_codex":0.0025856947,"about_ca_system_score_gemma":0.007219563,"threshold_uncertainty_score":0.99989843},"labels":[],"label_agreement":null},{"id":"W2970147576","doi":"10.1111/cars.12322","title":"Does higher education make a difference? The influence of educational attainment on women's and men's nonstandard employment outcomes","year":2021,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Feminization (sociology); Educational attainment; Logistic regression; Higher education; Demographic economics; Psychology; Convergence (economics); Sociology; Economics; Gender studies; Economic growth; Medicine","score_opus":0.04241204706916154,"score_gpt":0.3610954041098715,"score_spread":0.31868335704071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970147576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83228976,0.010663375,1.9093444e-7,0.15386191,0.00055226684,0.0006909805,0.00025610146,0.000008920549,0.0016765173],"genre_scores_gemma":[0.9572465,0.013215598,0.0000367099,0.022734456,0.0001483025,0.0009424512,0.0000728072,0.000018223242,0.0055849673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971251,0.0008118639,0.00069877977,0.00037518053,0.00008563147,0.00090343144],"domain_scores_gemma":[0.9966092,0.0016963029,0.00042301917,0.00045615245,0.00040225964,0.00041304098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011337006,0.00025404216,0.0007804166,0.00008771589,0.00062966935,0.00000331972,0.00029559966,0.000245982,0.0007409204],"category_scores_gemma":[0.0012847376,0.00015131143,0.00013028752,0.00013442342,0.00088318513,0.000026720316,0.00009831614,0.00047833894,0.000008939961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006363341,0.0000387447,0.8836106,0.0019813469,0.00019698209,0.0000033421613,0.011214215,0.0000013440846,0.00002745007,0.095485575,0.0054081925,0.0020258387],"study_design_scores_gemma":[0.0002061491,0.000090154404,0.932463,0.0022545145,0.000065857785,0.0000012424359,0.014059245,1.387349e-7,0.0000014879232,0.023970576,0.026713766,0.00017386413],"about_ca_topic_score_codex":0.0077421237,"about_ca_topic_score_gemma":0.06047298,"teacher_disagreement_score":0.13112746,"about_ca_system_score_codex":0.0023402856,"about_ca_system_score_gemma":0.0048123766,"threshold_uncertainty_score":0.9988654},"labels":[],"label_agreement":null},{"id":"W2970635776","doi":"10.1016/b978-0-12-815312-3.00003-6","title":"Military-to-civilian transition theories and frameworks","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Military and Veteran Health Research; Queen's University","funders":"","keywords":"Preparedness; Variety (cybernetics); Military service; Life course approach; Affect (linguistics); Identity (music); Adaptation (eye); Process (computing); Population; Transition (genetics); Psychology; Public relations; Political science; Sociology; Social psychology; Computer science","score_opus":0.02004662634028162,"score_gpt":0.3226402009238109,"score_spread":0.3025935745835293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970635776","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056903524,0.0037282687,0.000027038372,0.0037279872,0.0011769225,0.0020093431,0.00013874573,0.00013443381,0.9884882],"genre_scores_gemma":[0.004300927,0.00067195436,0.00012387084,0.005966848,0.0007734746,0.00012434873,0.00005065997,0.00011355395,0.9878744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979954,0.00011429245,0.00056094484,0.0005510822,0.00028567752,0.00049261964],"domain_scores_gemma":[0.9986922,0.00034857925,0.00012951661,0.0005041977,0.00015380103,0.00017171018],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040838827,0.00048042214,0.0007376182,0.00015685889,0.00069671986,0.000008210404,0.00016238992,0.0011495121,0.0008591373],"category_scores_gemma":[0.00003321311,0.00040701297,0.00015643165,0.000012759215,0.00017429123,0.00004507413,0.0001861677,0.0018760101,0.0008983139],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012365388,0.0000073309316,0.00030263967,0.0009945426,0.0002597693,0.000011894438,0.023561127,4.177841e-7,0.0000056221284,0.13043073,0.0043578274,0.8399444],"study_design_scores_gemma":[0.00029985933,0.00012643509,0.0004194133,0.0023120816,0.00013127737,8.887808e-7,0.00043195675,9.550433e-7,9.088239e-7,0.0964023,0.8994577,0.00041623678],"about_ca_topic_score_codex":0.000006646109,"about_ca_topic_score_gemma":0.000429064,"teacher_disagreement_score":0.8950999,"about_ca_system_score_codex":0.00008678979,"about_ca_system_score_gemma":0.0001284975,"threshold_uncertainty_score":0.9998796},"labels":[],"label_agreement":null},{"id":"W2971138635","doi":"10.54648/ijcl2019010","title":"Revisiting Social Reproduction: Migrant Care Workers and Their Entitlements in Canada","year":2019,"lang":"en","type":"article","venue":"International Journal of Comparative Labour Law and Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reciprocity (cultural anthropology); Citizenship; Reproduction; Social reproduction; Care work; Sociology; Perspective (graphical); Political science; Work (physics); Law; Social capital; Social science","score_opus":0.07817764947351194,"score_gpt":0.38352485257859015,"score_spread":0.30534720310507824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971138635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823209,0.00054172304,0.000008577817,0.0066194716,0.001409936,0.00019936055,0.00003981974,0.0000030226777,0.008857195],"genre_scores_gemma":[0.99805707,0.00003916561,0.00001937374,0.00018270897,0.0009361322,0.00000421249,0.000011657183,0.0000044043218,0.0007452959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988439,0.00018958727,0.0005116468,0.000112603724,0.00021851843,0.00012371938],"domain_scores_gemma":[0.99885356,0.00021810293,0.00038191563,0.000041850577,0.00046478878,0.000039790888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000289999,0.00008752026,0.0002358161,0.00007641803,0.0002735222,0.00001741426,0.000082272556,0.000055864686,0.0002262159],"category_scores_gemma":[0.000047001588,0.000069081325,0.000030213041,0.00008894324,0.000036987785,0.00020064476,0.00005779486,0.00048093015,0.0000037396157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012830875,0.000009922994,0.9578249,0.000009233602,0.00016864904,0.0000044497547,0.011518654,0.00004169501,0.000028488725,0.026130008,0.0030251495,0.001110544],"study_design_scores_gemma":[0.003721904,0.00006272505,0.4889046,0.00064380124,0.000026339307,0.000008127376,0.060934562,0.000020772808,0.000032529402,0.0013978792,0.4440834,0.0001633724],"about_ca_topic_score_codex":0.094246276,"about_ca_topic_score_gemma":0.1408327,"teacher_disagreement_score":0.46892032,"about_ca_system_score_codex":0.00033869935,"about_ca_system_score_gemma":0.0004776376,"threshold_uncertainty_score":0.91178524},"labels":[],"label_agreement":null},{"id":"W2971544830","doi":"","title":"The Pacific Labour Scheme and transnational family life: policy brief","year":2018,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scheme (mathematics); Economics; Political science; Mathematics","score_opus":0.04829036554735305,"score_gpt":0.39647239799571365,"score_spread":0.3481820324483606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971544830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49448803,0.00032954864,0.00011415936,0.27501005,0.00037274533,0.00034463807,0.000022443059,0.00011469716,0.22920369],"genre_scores_gemma":[0.94125426,0.00018734424,0.00011755812,0.004749486,0.00087789586,0.00004292412,0.0000030000592,0.000010047297,0.052757505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991564,0.000091217946,0.00019075794,0.00012613508,0.00014493961,0.00029052878],"domain_scores_gemma":[0.9992986,0.00029603337,0.000038346636,0.00011638111,0.00017408741,0.000076563025],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00030709765,0.00008018386,0.00008873537,0.000035204957,0.0020855672,0.0000132535415,0.000078399666,0.000059371385,0.00026565476],"category_scores_gemma":[0.000117865304,0.000046791996,0.000020314474,0.00013481046,0.00020213185,0.00005845351,0.00005691379,0.00014275637,0.00009317073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018122666,0.000008021297,0.063608296,0.00001281845,0.000026065178,1.2143566e-7,0.0016458454,3.9457206e-9,0.00012024383,0.87864363,0.055007707,0.00090913073],"study_design_scores_gemma":[0.00035964628,0.00003395844,0.3833839,0.000006025448,0.0000030052818,1.2063441e-7,0.0035504934,0.000007299657,0.0000067614587,0.0071124732,0.6054793,0.000056989986],"about_ca_topic_score_codex":0.00023956975,"about_ca_topic_score_gemma":0.00039305197,"teacher_disagreement_score":0.8715311,"about_ca_system_score_codex":0.000021004982,"about_ca_system_score_gemma":0.0001686811,"threshold_uncertainty_score":0.9992136},"labels":[],"label_agreement":null},{"id":"W2972558674","doi":"10.1111/apps.12222","title":"How Do Job Insecurity and Organizational Justice Relate to Depressive Symptoms and Sleep Difficulties: A Multilevel Study on Immediate and Prolonged Effects in Swedish Workers","year":2019,"lang":"en","type":"article","venue":"Applied Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Riksbankens Jubileumsfond; University of Oxford","keywords":"Procedural justice; Psychology; Multilevel model; Economic Justice; Social psychology; Organizational justice; Perception; Feeling; Variance (accounting); Developmental psychology; Organizational commitment; Political science","score_opus":0.017489185369844795,"score_gpt":0.3486481883837875,"score_spread":0.33115900301394274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972558674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925875,0.0002991987,0.000033197164,0.0023615859,0.000501628,0.0034231315,0.000010121957,0.000049690076,0.0007339512],"genre_scores_gemma":[0.9973846,0.00006930387,0.000051432773,0.0015590739,0.000093561284,0.0006371535,0.0000080242335,0.00003105439,0.00016580764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983064,0.00025097135,0.0002642973,0.000633589,0.00014184511,0.0004029158],"domain_scores_gemma":[0.9985707,0.0009095119,0.00012451636,0.00021376787,0.000054781798,0.00012672898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027640554,0.00023632949,0.00039172187,0.00015086749,0.0003128268,0.000018391216,0.000092053044,0.00020300718,0.000011771139],"category_scores_gemma":[0.00015498482,0.0001950423,0.000010225619,0.00019054726,0.0000954559,0.000052566553,0.00022659026,0.0005130047,0.00003148055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048749507,0.00019361927,0.9638229,0.0001511048,0.00010337598,0.000009792342,0.031825677,0.000001532425,0.00035602358,0.0009416086,0.00072027,0.0013865991],"study_design_scores_gemma":[0.00609658,0.00040267844,0.9875206,0.000091146525,0.000074331656,0.0000014712786,0.0049335742,0.000008211807,0.0000032296634,0.0005435031,0.0001269422,0.00019773742],"about_ca_topic_score_codex":0.000025535854,"about_ca_topic_score_gemma":0.000118628974,"teacher_disagreement_score":0.026892103,"about_ca_system_score_codex":0.000029399844,"about_ca_system_score_gemma":0.000013716507,"threshold_uncertainty_score":0.79535943},"labels":[],"label_agreement":null},{"id":"W2972818415","doi":"","title":"Evaluation of the Impact of the Increase in EI Allowable Earnings Pilot Project on Working While on Claim and Job Search Behaviour in Canada","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Receipt; Duration (music); Subsidy; Work (physics); Demographic economics; Robustness (evolution); Actuarial science; Business; Economics; Labour economics; Engineering; Accounting","score_opus":0.19737977526106817,"score_gpt":0.4408676005793377,"score_spread":0.24348782531826954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972818415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95006454,0.000069513175,6.886354e-9,0.00033320018,0.00017503848,0.003083423,0.000041301504,0.0000037800653,0.046229225],"genre_scores_gemma":[0.9978599,0.0009821925,0.0000044418352,0.0000327828,0.000043525222,0.00049891125,0.000008009416,0.00003394651,0.00053630065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99338377,0.003874845,0.0007961174,0.0005093134,0.0007402365,0.00069573923],"domain_scores_gemma":[0.99733126,0.00118933,0.00037097547,0.000781473,0.00026078685,0.00006614944],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010486404,0.0002321854,0.0005193083,0.00041865307,0.0003016516,0.00001037201,0.00057862786,0.00021225688,0.00007864153],"category_scores_gemma":[0.001296596,0.00015444403,0.000092496695,0.00027270275,0.00018767973,0.0000382048,0.0014500171,0.0030596177,7.205862e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003304933,0.0001221877,0.98503274,0.00012943038,0.00004996193,0.0000014347462,0.0034327903,0.004800822,0.000023228398,0.00004193093,0.00013552056,0.005899471],"study_design_scores_gemma":[0.0010333064,0.00019002196,0.9919546,0.0020866506,0.000013377547,1.9967668e-7,0.0030508393,0.001192001,0.000035787958,0.00026263387,0.00005030205,0.00013025643],"about_ca_topic_score_codex":0.9250513,"about_ca_topic_score_gemma":0.95104045,"teacher_disagreement_score":0.047795378,"about_ca_system_score_codex":0.005436286,"about_ca_system_score_gemma":0.011027764,"threshold_uncertainty_score":0.99924034},"labels":[],"label_agreement":null},{"id":"W2973653083","doi":"10.5539/res.v11n4p1","title":"Leaving and Losing a Job After Childbearing in Italy: A Comparison Between 2005 and 2012","year":2019,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Psychology; Affect (linguistics); Demographic economics; Work (physics); Social psychology; Demography; Economics; Sociology; Population; Census","score_opus":0.09606570105581554,"score_gpt":0.437538858428638,"score_spread":0.34147315737282247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973653083","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49076205,0.49695745,9.191833e-7,0.0011715513,0.000058314447,0.0004363049,0.000003175009,0.0000141859855,0.010596032],"genre_scores_gemma":[0.7490794,0.24890943,0.00007528833,0.00040917817,0.0001231986,0.000014686799,0.0000014157416,0.000021891226,0.0013654928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982432,0.00049293775,0.00063510245,0.00022541119,0.00011273114,0.00029059142],"domain_scores_gemma":[0.99921197,0.0003238223,0.00021215339,0.00015167188,0.00006011428,0.00004027413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013429073,0.00015964765,0.00079851656,0.00006923082,0.0001734068,0.0000042458682,0.0000594996,0.000019541865,0.000027313508],"category_scores_gemma":[0.00015974975,0.00011997518,0.000039819522,0.00009683258,0.00008265581,0.00013532315,0.0005884137,0.00024524538,0.000066127715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000553345,0.0000078832145,0.9772463,0.0110991495,0.0000865327,0.0000019408124,0.0028624327,2.878327e-8,0.000006757088,0.0000829967,0.0025380407,0.006062414],"study_design_scores_gemma":[0.00031764142,0.000035701203,0.9087637,0.038753096,0.00008517077,3.790483e-7,0.001380838,4.236866e-7,7.2032384e-7,0.000014867023,0.0505267,0.000120755416],"about_ca_topic_score_codex":0.000019105604,"about_ca_topic_score_gemma":0.000052088315,"teacher_disagreement_score":0.25831735,"about_ca_system_score_codex":0.000025699508,"about_ca_system_score_gemma":0.000008159841,"threshold_uncertainty_score":0.48924458},"labels":[],"label_agreement":null},{"id":"W2974476472","doi":"10.1080/14461242.2019.1659154","title":"Healthcare workers ‘on the move’: making visible the employment-related geographic mobility of healthcare workers","year":2019,"lang":"en","type":"article","venue":"Health Sociology Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Acadia University; Dalhousie University","funders":"","keywords":"Health care; Project commissioning; Healthcare worker; Publishing; Public relations; Sociology; Business; Economic growth; Political science; Economics; Law","score_opus":0.08712156863176784,"score_gpt":0.4481656259213635,"score_spread":0.36104405728959565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974476472","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13500115,0.29711708,0.0000028795866,0.556988,0.0014101535,0.008064841,0.000047833695,0.00015448687,0.0012135458],"genre_scores_gemma":[0.7286504,0.14013113,0.000021016911,0.12889546,0.00013739833,0.0011906435,0.000049825838,0.00006422097,0.00085993035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98692083,0.007961787,0.0022980324,0.000756328,0.00048363794,0.0015793543],"domain_scores_gemma":[0.99277693,0.0033455386,0.0018173826,0.0014911162,0.0003611824,0.00020783202],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008405608,0.00048597326,0.0016820509,0.00010718908,0.0026441906,0.0000049844507,0.0006963724,0.00046803037,0.0006423799],"category_scores_gemma":[0.00035447552,0.00026539183,0.0004893913,0.00079120684,0.0007438411,0.00006677466,0.00031877274,0.0025217207,0.00045310063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007257425,0.000077939076,0.91503537,0.013915349,0.00020780624,8.1774124e-7,0.0050874525,0.0000025876134,4.492735e-7,0.027999489,0.032140754,0.0054594213],"study_design_scores_gemma":[0.0011930396,0.001105954,0.7687257,0.036074217,0.00013856615,0.0000034639481,0.01737658,0.000009121915,3.1912634e-7,0.0073961727,0.16744965,0.00052724336],"about_ca_topic_score_codex":0.0030120278,"about_ca_topic_score_gemma":0.00049100525,"teacher_disagreement_score":0.5936492,"about_ca_system_score_codex":0.0004138022,"about_ca_system_score_gemma":0.0010432843,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W2974669187","doi":"10.1111/anti.12567","title":"“That type of thing does give you a boost”: Control, Self‐valorisation, and Autonomist Worker Copings in Call Centres","year":2019,"lang":"en","type":"article","venue":"Antipode","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Queen's University Belfast","keywords":"Opposition (politics); Resistance (ecology); Agency (philosophy); Work (physics); Sociology; Critical management studies; Psychological resilience; Public relations; Business; Political science; Social science; Engineering; Social psychology; Psychology; Politics; Law","score_opus":0.026873692167571395,"score_gpt":0.3435436837663059,"score_spread":0.3166699915987345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974669187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902816,0.0006571147,0.000012862077,0.0029966696,0.00052338827,0.00054628815,0.000015482767,0.00005558447,0.004911001],"genre_scores_gemma":[0.9960566,0.00047295206,0.00009982408,0.00062136364,0.00007639282,0.000011858992,0.000009461199,0.000014349113,0.002637192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989417,0.00015683606,0.00030999057,0.00019428028,0.00011168958,0.0002854854],"domain_scores_gemma":[0.99918145,0.0003718201,0.00017006822,0.00014483123,0.0000934215,0.000038385508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034444733,0.0001165886,0.00030729742,0.000066414825,0.00020204207,0.00000720731,0.00006686892,0.00009663339,0.00010224411],"category_scores_gemma":[0.00007905393,0.00008414797,0.00002734857,0.00008569025,0.00004293275,0.00013367778,0.00007776153,0.00023096906,0.000052710144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009451231,0.000024373961,0.98333114,0.00013546665,0.000049694692,0.0000011913432,0.012231544,0.0000025129539,0.00022246082,0.001191572,0.002602242,0.000113284405],"study_design_scores_gemma":[0.0020969461,0.000054279964,0.97200805,0.0004926247,0.000033673878,1.9767634e-7,0.0036015015,0.00013469422,0.00009548505,0.00058785826,0.020748835,0.00014586562],"about_ca_topic_score_codex":0.0015926459,"about_ca_topic_score_gemma":0.0006615287,"teacher_disagreement_score":0.018146593,"about_ca_system_score_codex":0.000050079223,"about_ca_system_score_gemma":0.00007171889,"threshold_uncertainty_score":0.34314546},"labels":[],"label_agreement":null},{"id":"W2975182918","doi":"10.21083/partnership.v14i2.5169","title":"Perceptions and Experiences of Precarious Employment in Canadian Libraries: An Exploratory Study","year":2019,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Exploratory research; Perception; Sociology; Demographic economics; Political science; Library science; Psychology; Computer science; Economics; Social science","score_opus":0.11610964471221219,"score_gpt":0.4340871132984788,"score_spread":0.31797746858626663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975182918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689286,0.0009826111,2.100619e-7,0.01551873,0.000103101345,0.0005527782,0.0000049123837,0.0000029020957,0.013906187],"genre_scores_gemma":[0.9977958,0.00057857716,0.000016392154,0.0011003289,0.000055507702,0.00003625066,0.0000040127757,0.0000052962923,0.00040783122],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99765307,0.0011932597,0.00046900962,0.00007417353,0.0002508966,0.00035958976],"domain_scores_gemma":[0.99818087,0.0007908919,0.00019021568,0.00012263774,0.00015188064,0.0005635336],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026703675,0.0000775672,0.00015982673,0.0006442471,0.0010493053,0.00017532105,0.00016049315,0.00007438586,0.00023051682],"category_scores_gemma":[0.0003415875,0.00005166386,0.000012609304,0.00032323255,0.00025802205,0.015268361,0.000060795006,0.00064259814,0.0000066932926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077732555,0.000014588781,0.37764072,0.000047200934,0.000021323558,0.0000047401413,0.6134733,0.0000017029579,6.867581e-7,0.007003785,0.0010706899,0.00064350554],"study_design_scores_gemma":[0.00040528257,0.0005667214,0.09660078,0.00008532116,0.000008698875,0.000006859714,0.81181467,0.00001823016,0.0000028632644,0.00021329148,0.09022027,0.00005701783],"about_ca_topic_score_codex":0.055497877,"about_ca_topic_score_gemma":0.2519857,"teacher_disagreement_score":0.28103995,"about_ca_system_score_codex":0.00003882865,"about_ca_system_score_gemma":0.0029470138,"threshold_uncertainty_score":0.9985046},"labels":[],"label_agreement":null},{"id":"W2976179395","doi":"10.1093/cje/bey053","title":"Competing for hours: unstable work schedules and underemployment among hourly workers in Canada","year":2018,"lang":"en","type":"article","venue":"Cambridge Journal of Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underemployment; Economics; Schedule; Labour economics; Work (physics); Competition (biology); Work hours; Demographic economics; Variable (mathematics); Working hours; Unemployment; Mathematics; Engineering; Macroeconomics; Management","score_opus":0.0513572992280166,"score_gpt":0.31854132461663187,"score_spread":0.2671840253886153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976179395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950183,0.0005866852,0.0001289889,0.0017547293,0.0011057336,0.00030541027,0.000020046145,0.0000053102494,0.001074783],"genre_scores_gemma":[0.997562,0.00027058495,0.00074416946,0.0004745349,0.0006945697,0.000011989401,0.0000025432566,0.000025882857,0.00021374848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985087,0.000083783816,0.00077152485,0.00014147782,0.000054858665,0.0004396888],"domain_scores_gemma":[0.99841607,0.0005232501,0.0006301496,0.000107445805,0.00017615329,0.0001469346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008085103,0.000143948,0.00041170118,0.00010856113,0.00036890508,0.000018604038,0.00013784875,0.00006356182,0.000014732453],"category_scores_gemma":[0.00011263076,0.00013265999,0.00005198537,0.00008001708,0.00009460617,0.00017925802,0.0000775155,0.00031126864,0.0000022341962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012610259,0.00001043894,0.98973125,0.000033202643,0.00007465445,0.0000028411691,0.000395802,0.00007860515,0.0000016740339,0.000535869,0.008194655,0.0008149291],"study_design_scores_gemma":[0.0020276392,0.00016119807,0.9656005,0.0009036124,0.000043260585,0.0000027077751,0.024712373,0.00012073739,0.000030404655,0.00024071931,0.005933483,0.00022337273],"about_ca_topic_score_codex":0.16960698,"about_ca_topic_score_gemma":0.73967737,"teacher_disagreement_score":0.5700704,"about_ca_system_score_codex":0.000963373,"about_ca_system_score_gemma":0.0012517739,"threshold_uncertainty_score":0.83592266},"labels":[],"label_agreement":null},{"id":"W2976349903","doi":"10.7759/cureus.5742","title":"Predictors of Self-Reported Health Status of Ready-made Garment Workers in Bangladesh in Post Global Economic Recession Period","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Medicine; Recession; Respondent; Logistic regression; Demography; Confidence interval; Environmental health; Economics","score_opus":0.030483174905081543,"score_gpt":0.37839328491525925,"score_spread":0.3479101100101777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976349903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950255,0.0011488177,4.918486e-7,0.0012789003,0.0012846465,0.0009983404,0.0001251629,0.00004218678,0.005618876],"genre_scores_gemma":[0.9983446,0.0010402186,0.000073023235,0.00010192876,0.000052599145,0.000038660088,0.00008837043,0.000016318749,0.00024428716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748546,0.00029729764,0.0011190276,0.0002909291,0.00017927426,0.0006279987],"domain_scores_gemma":[0.9987356,0.00011677915,0.00064047024,0.0003156036,0.000067686284,0.00012387059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005880463,0.0001661239,0.00053683534,0.00009882623,0.00007956521,0.0000021796059,0.00013487705,0.00015295975,0.0003521129],"category_scores_gemma":[0.00006914924,0.00014634687,0.00005100236,0.00019246907,0.000042122803,0.000103815924,0.0001431217,0.00025339753,0.000034059987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016348614,0.00015649637,0.9882323,0.00027699466,0.00008518429,0.0000019965353,0.0071988744,0.000018671548,0.00006788947,0.00018864892,0.0032927222,0.00031673553],"study_design_scores_gemma":[0.0015847686,0.0003149815,0.98381764,0.000625989,0.000015031646,3.6700413e-7,0.0090557905,0.000016123371,0.000014585095,0.000048856306,0.0043916837,0.000114163595],"about_ca_topic_score_codex":0.018135276,"about_ca_topic_score_gemma":0.012293593,"teacher_disagreement_score":0.008842016,"about_ca_system_score_codex":0.0014090337,"about_ca_system_score_gemma":0.0010519117,"threshold_uncertainty_score":0.988403},"labels":[],"label_agreement":null},{"id":"W2976351221","doi":"","title":"Is the workplace becoming safer","year":2006,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"SAFER; Workplace safety; Business; Engineering ethics; Risk analysis (engineering); Engineering; Computer science; Political science; Computer security; Occupational safety and health; Law","score_opus":0.0683855383169597,"score_gpt":0.4053360971402174,"score_spread":0.3369505588232577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976351221","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13241257,0.00029628593,0.00019929791,0.14787325,0.0004552086,0.00034028583,0.0000023333318,0.00012124848,0.7182995],"genre_scores_gemma":[0.57352495,0.000018535007,0.00008471273,0.008384776,0.00042392113,0.00004454326,0.000001788968,0.00000879778,0.41750798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993049,0.000080002574,0.00017431194,0.00009454192,0.00009196345,0.00025427729],"domain_scores_gemma":[0.9993961,0.00036341543,0.000039125243,0.00015176396,0.000034572124,0.000015061149],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023284924,0.000065781285,0.00008228342,0.00001531564,0.0011097308,0.0000044319477,0.00008451842,0.00004439045,0.0030752695],"category_scores_gemma":[0.000015267517,0.0000342637,0.00003548626,0.00007875423,0.000027106686,0.00003266324,0.00009254401,0.00017335553,0.0009816494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004183479,0.0000069374764,0.32245985,0.0000070291844,0.000007751032,2.730843e-7,0.0009863268,3.4732756e-7,0.000008656129,0.016980905,0.65923744,0.000300284],"study_design_scores_gemma":[0.00025298807,0.0000062211525,0.2581036,0.000029378074,0.0000099573645,9.063015e-8,0.0025169826,0.000009030765,0.000027274888,0.0047803577,0.7341953,0.0000688234],"about_ca_topic_score_codex":0.0013840682,"about_ca_topic_score_gemma":0.0013328976,"teacher_disagreement_score":0.44111237,"about_ca_system_score_codex":0.000025483407,"about_ca_system_score_gemma":0.000017659873,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W2976464126","doi":"10.4000/travailemploi.8869","title":"The Individual-Level Patterns Underlying the Decline of Routine Jobs","year":2019,"lang":"fr","type":"article","venue":"Travail et emploi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Wage; Demographic economics; Wage growth; Work (physics); Labour economics; Demographic change; Economics; Psychology; Demography; Sociology; Population","score_opus":0.1934029506625738,"score_gpt":0.4131832983281476,"score_spread":0.2197803476655738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976464126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7838582,0.01131711,0.00022508013,0.19394936,0.0033669441,0.001470567,0.0004551942,0.00006811559,0.005289453],"genre_scores_gemma":[0.92430544,0.0066674324,0.000057353456,0.0052185124,0.0002709561,0.000067536064,0.000042248725,0.00007500435,0.06329552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951632,0.0016105028,0.001111052,0.000392236,0.0007272833,0.0009957474],"domain_scores_gemma":[0.9941617,0.004004758,0.0005731145,0.0008854386,0.0002567879,0.00011817269],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003763706,0.00039391403,0.00055911223,0.00006313993,0.0013091787,0.00005995413,0.0008531958,0.00031858543,0.0013883879],"category_scores_gemma":[0.00025470034,0.00022674697,0.0002300706,0.00029924867,0.0004291767,0.0001643004,0.0007685938,0.001326111,0.00092365814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103591316,0.0002089585,0.8360629,0.0006272188,0.0006394758,0.0000035864693,0.04868807,0.000017491928,0.00007223415,0.018925538,0.058245588,0.036405314],"study_design_scores_gemma":[0.0012593066,0.00024614614,0.8605178,0.00070440146,0.00019183024,0.0000024428878,0.013858907,0.00002196305,0.000022015422,0.0014739298,0.121457696,0.00024354011],"about_ca_topic_score_codex":0.008203138,"about_ca_topic_score_gemma":0.026105916,"teacher_disagreement_score":0.18873085,"about_ca_system_score_codex":0.000074041556,"about_ca_system_score_gemma":0.00025074187,"threshold_uncertainty_score":0.999991},"labels":[],"label_agreement":null},{"id":"W2978684800","doi":"10.82396/cjcd.v17i1.3123","title":"Effect of Labour Market Information (LMI): Comparison Between Independent and Assisted Use of LMI","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine","score_opus":0.022852401650919254,"score_gpt":0.3148300977623736,"score_spread":0.29197769611145435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978684800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963797,0.00010081867,0.002070584,0.00045920463,0.00026522987,0.00015641296,0.00009861545,0.0000051443562,0.00046434093],"genre_scores_gemma":[0.9985141,0.0004012131,0.00010478876,0.000012931912,0.000103219965,6.269108e-8,0.000029932899,0.0000045826396,0.00082916906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679404,0.0015998859,0.00084024237,0.000081970364,0.00050953066,0.00017435067],"domain_scores_gemma":[0.99493444,0.001934917,0.002056522,0.00022285723,0.00077925227,0.000072023155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020831912,0.00013892974,0.0010508028,0.00036222683,0.00032531374,0.000008122707,0.0002481548,0.00012847134,0.00023662744],"category_scores_gemma":[0.00028549257,0.000103164486,0.0003020645,0.00065156043,0.00016139961,0.0003592518,0.00024037347,0.0003815599,0.0000015609876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020907167,0.00004797683,0.9868984,0.00031448115,0.003714528,0.000005773378,0.0032346724,0.0004093019,0.0002926301,0.00007520352,0.00081416266,0.0021021517],"study_design_scores_gemma":[0.0031828028,0.00039798874,0.98368335,0.00015679687,0.0055445405,0.0000031512209,0.004115876,0.0008200131,0.00003476037,0.000053201165,0.0019094434,0.00009807749],"about_ca_topic_score_codex":0.0042102244,"about_ca_topic_score_gemma":0.00566091,"teacher_disagreement_score":0.0032150536,"about_ca_system_score_codex":0.00013770477,"about_ca_system_score_gemma":0.00014982828,"threshold_uncertainty_score":0.63646275},"labels":[],"label_agreement":null},{"id":"W2979338227","doi":"","title":"Who are the working women in Canada's top 1%?","year":2019,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Working population; Inequality; Population; Demographic economics; Economic inequality; Gender gap; Geography; Demography; Economic growth; Economics; Socioeconomics; Sociology","score_opus":0.14063799356037526,"score_gpt":0.4516486886080837,"score_spread":0.31101069504770845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979338227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807666,0.0049651996,1.6711049e-7,0.068509884,0.00040125722,0.00090477394,0.0000067349642,0.000030305542,0.044415105],"genre_scores_gemma":[0.9575979,0.0041685198,0.0000018162058,0.0021569885,0.00029797407,0.0004872101,0.0000014336972,0.000023639364,0.03526449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994889,0.0010238625,0.00054270646,0.00044358152,0.0010490323,0.0020518026],"domain_scores_gemma":[0.9951202,0.003689769,0.000077429264,0.00049654045,0.000444226,0.000171797],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029028787,0.00022209858,0.00071564625,0.00011079988,0.0017077086,0.000026653282,0.00043918376,0.00008257112,0.00079103047],"category_scores_gemma":[0.0017214401,0.00013307217,0.000059427523,0.0009974162,0.00042261073,0.0001765315,0.000988759,0.0013874171,0.00023517694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013804638,0.0000168538,0.9469834,0.00019463249,0.00024510975,0.000020548476,0.007950464,0.0000040442333,0.000008341675,0.006410393,0.03647021,0.0015579372],"study_design_scores_gemma":[0.00041382448,0.00006628766,0.5726809,0.00041867504,0.000006088732,2.6206433e-7,0.14022428,0.000008542221,0.0000028923719,0.0028329215,0.28319836,0.00014693938],"about_ca_topic_score_codex":0.30297387,"about_ca_topic_score_gemma":0.9470045,"teacher_disagreement_score":0.64403063,"about_ca_system_score_codex":0.001825224,"about_ca_system_score_gemma":0.00085604767,"threshold_uncertainty_score":0.99959195},"labels":[],"label_agreement":null},{"id":"W2979790209","doi":"10.15173/glj.v10i3.3872","title":"Review of: Andrew Kolin (2016) Political Economy of Labour Repression in the United States","year":2019,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canada Auto Workers","funders":"","keywords":"Psychological repression; Politics; Political repression; Political science; Political economy; Economy; Economics; Law","score_opus":0.03279560422450404,"score_gpt":0.3975180660708263,"score_spread":0.36472246184632223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979790209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110138,0.024841007,0.000012560123,0.032869563,0.0005151797,0.00067170156,0.00022872194,0.000014378312,0.029833078],"genre_scores_gemma":[0.94778615,0.027077818,0.00009909875,0.023912923,0.00030589176,0.000014932688,0.00002813995,0.000013189618,0.0007618344],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734193,0.00091582275,0.00090213824,0.00013574383,0.00021856811,0.00048577896],"domain_scores_gemma":[0.9984007,0.00031122903,0.0004947461,0.00026033845,0.0004294158,0.000103561346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017661336,0.00013320385,0.0004494362,0.00007551993,0.00018213465,0.000007272312,0.00030971944,0.00009342904,0.000810559],"category_scores_gemma":[0.00025756838,0.00007862966,0.00009566039,0.00039141977,0.00006308586,0.00010112084,0.00012473705,0.0005388846,0.00006504029],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012038514,0.00013582897,0.49465653,0.0058582486,0.00007447656,0.000014971452,0.0008926529,0.0000041512767,0.000015314952,0.45043117,0.047251485,0.0005447792],"study_design_scores_gemma":[0.0021201193,0.0002516537,0.2791426,0.022026662,0.00005637871,0.000052581072,0.0049327677,0.00000987723,0.000019288664,0.09313975,0.598033,0.0002153329],"about_ca_topic_score_codex":0.00049171137,"about_ca_topic_score_gemma":0.000021305379,"teacher_disagreement_score":0.5507815,"about_ca_system_score_codex":0.00010871618,"about_ca_system_score_gemma":0.0002477675,"threshold_uncertainty_score":0.8875053},"labels":[],"label_agreement":null},{"id":"W2980146272","doi":"","title":"Extreme Employment Precarity and Health Impacts among South Asians in Toronto","year":2019,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Geography; Political science; Sociology; Gender studies","score_opus":0.05006873950959243,"score_gpt":0.3144871201255949,"score_spread":0.2644183806160024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980146272","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49138036,0.00041804396,0.000042374548,0.0013550353,0.0002640482,0.001045846,0.000015451362,0.000096449476,0.5053824],"genre_scores_gemma":[0.7424383,0.00014081581,0.00006620905,0.0004082689,0.000047865626,0.0000030598253,0.000006427524,0.000021393475,0.25686762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816376,0.00030626758,0.00028139932,0.00040708395,0.00018252867,0.0006589562],"domain_scores_gemma":[0.9992617,0.000059773505,0.00017366697,0.0002448707,0.000043671087,0.00021633616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030693843,0.00022086105,0.0003824316,0.00007728298,0.0003571949,0.000012698986,0.00017165275,0.00014027071,0.047189273],"category_scores_gemma":[0.000007753389,0.00021669523,0.000054718625,0.00019430225,0.00005637642,0.00038864152,0.00036471727,0.00031791403,0.000092766815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006908918,0.000043392447,0.9632617,0.00015498957,0.00003820432,0.000010788865,0.0172435,0.0000015224177,0.000008779932,0.00092500914,0.0011289465,0.017114056],"study_design_scores_gemma":[0.0018675443,0.00017403554,0.8798431,0.00030742487,0.000013215729,2.8101095e-7,0.033523425,0.00001952891,0.000002260111,0.000040437633,0.083998404,0.00021032257],"about_ca_topic_score_codex":0.03368892,"about_ca_topic_score_gemma":0.16776897,"teacher_disagreement_score":0.25105798,"about_ca_system_score_codex":0.0010971237,"about_ca_system_score_gemma":0.00013141548,"threshold_uncertainty_score":0.97274584},"labels":[],"label_agreement":null},{"id":"W2980150588","doi":"10.1007/s40797-019-00115-x","title":"Trends in Women’s Employment and Poverty Rates in OECD Countries: A Kitagawa–Blinder–Oaxaca Decomposition","year":2019,"lang":"en","type":"article","venue":"Italian Economic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Stockholms Universitet; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Poverty; Poverty reduction; Demographic economics; Economics; Gender equality; Development economics; Economic growth; Sociology","score_opus":0.023414340228096676,"score_gpt":0.37217485572254055,"score_spread":0.34876051549444387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980150588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849175,0.000448483,0.0000023269945,0.0071001234,0.00094267976,0.0002615573,0.000023754292,0.000018046421,0.0062855175],"genre_scores_gemma":[0.99340993,0.00047893243,0.000018659422,0.0022124865,0.00021777056,0.000057685476,0.000008470934,0.000024587238,0.0035714933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798757,0.00019911845,0.00079865084,0.00026176337,0.00009428241,0.00065862515],"domain_scores_gemma":[0.9992494,0.0001632239,0.0002785184,0.00013653433,0.000023676894,0.00014861897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008935412,0.000199421,0.00042699208,0.00051134743,0.00029298943,0.000050231207,0.00012511521,0.00013378583,0.0029963765],"category_scores_gemma":[0.000008335709,0.00017927283,0.0000538865,0.00006107033,0.000039265517,0.00045392846,0.000088635905,0.0005436553,0.0004951735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021599191,0.000047039634,0.9786438,0.00003800978,0.000048698508,0.00001402926,0.007708485,0.000031399017,0.000020063824,0.000590266,0.010989626,0.001652594],"study_design_scores_gemma":[0.005219797,0.00027083306,0.9396592,0.00035531988,0.0000094053785,0.00002308847,0.011354391,0.00012822208,0.00001054004,0.0029781705,0.039663263,0.0003278063],"about_ca_topic_score_codex":0.000261448,"about_ca_topic_score_gemma":0.0016236175,"teacher_disagreement_score":0.038984634,"about_ca_system_score_codex":0.0016652172,"about_ca_system_score_gemma":0.00014579402,"threshold_uncertainty_score":0.997915},"labels":[],"label_agreement":null},{"id":"W2980309021","doi":"10.1177/0020715219874386","title":"Unemployment, well-being, and the moderating role of education policies: A multilevel study","year":2019,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Multilevel model; Economics; Survey data collection; Demographic economics; Youth unemployment; Labour economics; Psychology; Economic growth","score_opus":0.05803320077655649,"score_gpt":0.4673517463259515,"score_spread":0.409318545549395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980309021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816818,0.0004722935,0.00010042101,0.0032632216,0.001045091,0.00048401172,0.0000028087843,0.000004730084,0.01294561],"genre_scores_gemma":[0.99802816,0.000052946754,0.00006941795,0.00062145747,0.0003466111,0.000025498115,0.0000019747833,0.000005791588,0.0008481608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981197,0.00076084194,0.0006674915,0.000093000526,0.00022936617,0.00012961726],"domain_scores_gemma":[0.9968908,0.0012327515,0.0008622539,0.00007486816,0.0009120877,0.000027257853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007240638,0.00010086692,0.0003977586,0.000109999,0.00018854186,0.0000064922892,0.0002466737,0.000051706793,0.00012814016],"category_scores_gemma":[0.00008889319,0.000062080384,0.0000746557,0.000029403041,0.0002520256,0.00010326604,0.00013699035,0.00035716573,0.000017582965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004158935,0.00022100745,0.6630864,0.000007661641,0.00058995467,3.511315e-7,0.25092405,0.00006878332,0.00034165377,0.0830079,0.0010006098,0.0003357057],"study_design_scores_gemma":[0.008971882,0.0007820037,0.46087384,0.00023353407,0.00010181683,0.000010302684,0.42650902,0.0012525341,0.00012922632,0.095040254,0.0059266887,0.00016889117],"about_ca_topic_score_codex":0.00021116613,"about_ca_topic_score_gemma":0.00003678545,"teacher_disagreement_score":0.2022126,"about_ca_system_score_codex":0.00007403944,"about_ca_system_score_gemma":0.00019136269,"threshold_uncertainty_score":0.25315645},"labels":[],"label_agreement":null},{"id":"W2981041818","doi":"10.1111/emre.12367","title":"Human Resource Management in India: Performance and Complementarity","year":2019,"lang":"en","type":"article","venue":"European Management Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Complementarity (molecular biology); Business; USable; Human resource management; Yield (engineering); Human resources; Context (archaeology); Marketing; Psychological intervention; Scale (ratio); Knowledge management; Industrial organization; Economics; Management; Psychology","score_opus":0.054832740165901006,"score_gpt":0.3835706575958011,"score_spread":0.3287379174299001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981041818","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07511514,0.008169531,0.0000024175936,0.001294046,0.00011914525,0.003227566,0.0000025129573,0.00008386523,0.91198575],"genre_scores_gemma":[0.6271434,0.21355873,0.0004921001,0.027263692,0.00018548706,0.0003803545,0.00014138599,0.0001258898,0.13070895],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975092,0.0006957155,0.0006612595,0.00042201628,0.00024916875,0.00046263504],"domain_scores_gemma":[0.9992327,0.000027248914,0.00018764693,0.00047595776,0.000017147187,0.00005929522],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002031824,0.00021928859,0.00037873283,0.00013898865,0.0004064481,0.000011444941,0.00029034982,0.000016477466,0.0009991223],"category_scores_gemma":[0.0000030687663,0.00018974788,0.000045933688,0.00025986345,0.000035156016,0.00010237464,0.0011824518,0.00030660903,0.0018022808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011176439,0.00009491957,0.667959,0.03712057,0.00019213544,0.00008610063,0.0005285511,6.72627e-7,9.888918e-7,0.039676353,0.18341638,0.07091317],"study_design_scores_gemma":[0.0005534882,0.000028701252,0.4813875,0.004101462,0.00004541453,1.673694e-7,0.00034502076,6.91908e-7,3.3831135e-8,0.000023565775,0.5133996,0.00011436825],"about_ca_topic_score_codex":0.00001685098,"about_ca_topic_score_gemma":0.000013077158,"teacher_disagreement_score":0.7812768,"about_ca_system_score_codex":0.00008331886,"about_ca_system_score_gemma":0.0000023647103,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W2981517985","doi":"","title":"“Good” child labour, “bad” child labour: translating global policy in post-Soviet Kazakhstan.","year":2017,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Child labour; Political science; Economics; Labour economics; Work (physics); Engineering","score_opus":0.030560157560133177,"score_gpt":0.40802667691117317,"score_spread":0.37746651935104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981517985","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24431825,0.0005915132,0.0000142322315,0.17701174,0.00050925073,0.0007544177,0.0003008916,0.00020378805,0.5762959],"genre_scores_gemma":[0.9810921,0.00032632446,0.00019509115,0.007848142,0.0011686172,0.00007564951,0.000025965634,0.00004260891,0.009225496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969087,0.0002660608,0.0007495323,0.0004962259,0.00036615378,0.0012133145],"domain_scores_gemma":[0.9983628,0.000107937914,0.00034817652,0.00080703123,0.000160393,0.00021366336],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006827558,0.0003717917,0.0005527602,0.00013306334,0.004575269,0.00006708709,0.00063794485,0.00029271346,0.0014292775],"category_scores_gemma":[0.0005048812,0.00030773322,0.0001453539,0.0002936421,0.00014222805,0.00039714295,0.00037368375,0.000830055,0.00038379652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000659435,0.000098803575,0.7426392,0.00014637374,0.000068321664,0.000014133493,0.0034172595,0.0000012507824,0.0000115540215,0.2444052,0.0028256765,0.0063062822],"study_design_scores_gemma":[0.0023130528,0.00009184224,0.9218008,0.00043505424,0.000018669836,0.0000034140821,0.00304566,0.000006992032,0.000009408434,0.004338283,0.06757697,0.00035985856],"about_ca_topic_score_codex":0.030750947,"about_ca_topic_score_gemma":0.078187145,"teacher_disagreement_score":0.73677385,"about_ca_system_score_codex":0.00017010926,"about_ca_system_score_gemma":0.0002645273,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W2981763782","doi":"10.82396/cjcd.v16i2.3116","title":"Military to Civilian Career Transitions","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Expatriate; Credentialing; Spouse; Military personnel; Workforce; Public relations; Population; Political science; Face (sociological concept); Psychology; Military sociology; Sociology; Law; Spanish Civil War; Military operations other than war","score_opus":0.024455673848034345,"score_gpt":0.2996994530754045,"score_spread":0.2752437792273702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981763782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970004,0.00038327737,0.009279775,0.015913807,0.00088793336,0.00015361712,0.000082351915,0.000013292133,0.0032819253],"genre_scores_gemma":[0.9936253,0.00050929195,0.0002925871,0.0002568444,0.00046215826,1.08448916e-7,0.000022888182,0.000008604045,0.004822255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798036,0.0007232691,0.00047289208,0.00013436853,0.00041606667,0.00027302184],"domain_scores_gemma":[0.9979768,0.00039009945,0.00030712906,0.0003116713,0.00087147974,0.00014285382],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009240368,0.00013364326,0.0006072493,0.0003111008,0.0008650965,0.0000032272571,0.00040390308,0.00008881304,0.0010734607],"category_scores_gemma":[0.0000903365,0.00010561503,0.000512646,0.0011065586,0.00011932604,0.000118979406,0.00014233393,0.00040142998,0.00002824553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007993643,0.0010048711,0.6003179,0.00044665736,0.04021474,0.00095034833,0.19818082,0.043530144,0.010698698,0.003060884,0.08997689,0.0036244085],"study_design_scores_gemma":[0.0072436836,0.0006838711,0.7274779,0.00040594768,0.026283678,0.00004137781,0.16906458,0.0016446989,0.00001760914,0.0022061958,0.06423636,0.0006941042],"about_ca_topic_score_codex":0.0048306845,"about_ca_topic_score_gemma":0.11921823,"teacher_disagreement_score":0.12716001,"about_ca_system_score_codex":0.00023699248,"about_ca_system_score_gemma":0.00029974105,"threshold_uncertainty_score":0.9998397},"labels":[],"label_agreement":null},{"id":"W2981983877","doi":"10.1177/0149206319882756","title":"Multiple Jobholding: An Integrative Systematic Review and Future Research Agenda","year":2019,"lang":"en","type":"article","venue":"Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Work (physics); Systematic review; Sociology; Psychology; Public relations; MEDLINE; Political science","score_opus":0.12221998550740057,"score_gpt":0.48340440935890444,"score_spread":0.36118442385150384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981983877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35953942,0.33147293,0.00016743908,0.13377441,0.00603729,0.024965055,0.000022556618,0.00012378543,0.14389712],"genre_scores_gemma":[0.5738842,0.3473117,0.0014429309,0.009725041,0.0018428279,0.00034471962,0.000007969651,0.000086542954,0.0653541],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974443,0.0009847948,0.0007072662,0.00013078211,0.0004643794,0.00026852873],"domain_scores_gemma":[0.9986044,0.00026422105,0.00043285041,0.00023327423,0.00038216336,0.00008304935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004223554,0.00011406329,0.0005720171,0.00019724638,0.0003353806,0.000015047216,0.00021888044,0.00004319632,0.00021818624],"category_scores_gemma":[0.00010419155,0.00006646712,0.000067512534,0.0001947879,0.00002628218,0.00019701556,0.00020722582,0.0005765964,0.00008581987],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010768128,0.00020338857,0.030872101,0.728773,0.0012086842,0.00009497405,0.014040268,6.405183e-7,0.000029164212,0.015318868,0.20755069,0.001800554],"study_design_scores_gemma":[0.0038988548,0.0017700989,0.045855537,0.3639582,0.0019315562,0.000022979462,0.21930215,0.000031018535,0.0000089236455,0.0019079602,0.3607924,0.00052032113],"about_ca_topic_score_codex":0.000009243181,"about_ca_topic_score_gemma":0.00002213253,"teacher_disagreement_score":0.3648148,"about_ca_system_score_codex":0.00011780282,"about_ca_system_score_gemma":0.000023615605,"threshold_uncertainty_score":0.27104503},"labels":[],"label_agreement":null},{"id":"W2982183708","doi":"10.1016/j.socscimed.2019.112632","title":"O brother how art thou: Propensity to report self-assessed unmet need","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Government of Manitoba; Canada Foundation for Innovation; McMaster University; University of Manitoba","keywords":"Socioeconomic status; Health care; Psychology; Independence (probability theory); Survey data collection; Health equity; Gerontology; Public health; Medicine; Demography; Sociology; Nursing; Economic growth; Population; Economics; Statistics; Mathematics","score_opus":0.06406171512556293,"score_gpt":0.4259728852923141,"score_spread":0.3619111701667512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982183708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7579937,0.00001547282,0.00005479773,0.08231442,0.0020605545,0.001240941,0.0000014886697,0.00017149975,0.15614712],"genre_scores_gemma":[0.956922,0.0000066612606,0.000043142853,0.0045487634,0.0012573117,0.000063958396,0.000003882508,0.000016640755,0.03713767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742895,0.00015514634,0.000316808,0.0004498695,0.0009598392,0.0006894051],"domain_scores_gemma":[0.9987086,0.00014918277,0.00020920894,0.0002966065,0.00043090846,0.00020549525],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029788234,0.0001571073,0.00042522652,0.0001249509,0.0015436481,0.000014012881,0.0003315505,0.00009015937,0.00064898503],"category_scores_gemma":[0.0007756646,0.00010430035,0.000039768533,0.0011353907,0.00036101692,0.00021533844,0.00019227777,0.00029494657,0.0004583571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024465955,0.000040081166,0.8078127,0.000047962112,0.000016344058,0.00001663252,0.027535701,5.686377e-8,0.010068132,0.0026390078,0.15128078,0.00051817595],"study_design_scores_gemma":[0.0009877435,0.00022200125,0.64363736,0.00017799402,0.00003601114,0.0000025875067,0.00886446,0.0000029365506,0.00011721172,0.00047701268,0.34523377,0.00024089374],"about_ca_topic_score_codex":0.0003820549,"about_ca_topic_score_gemma":0.00015691934,"teacher_disagreement_score":0.19892827,"about_ca_system_score_codex":0.0002550884,"about_ca_system_score_gemma":0.00048087706,"threshold_uncertainty_score":0.9997562},"labels":[],"label_agreement":null},{"id":"W2983347830","doi":"10.1007/s11113-019-09560-z","title":"Literacy Skills as an Explanation for Labor Market Imbalances by Occupational Type in Canada: Microsimulation Projections for 2014–2024","year":2019,"lang":"en","type":"article","venue":"Population Research and Policy Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Workforce; Literacy; Multinomial logistic regression; Immigration; Numeracy; Demographic economics; Economics; Labour economics; Political science; Economic growth; Computer science","score_opus":0.09845277844164767,"score_gpt":0.5587242975849752,"score_spread":0.46027151914332753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983347830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258166,0.024802616,0.000046296922,0.030201009,0.0007474558,0.0144856805,0.0018095908,0.00004139518,0.0020493583],"genre_scores_gemma":[0.8954443,0.049648046,0.0004855989,0.004826506,0.0008708982,0.0035047974,0.005950802,0.000052034804,0.039217066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983651,0.0003445427,0.000433437,0.00024437546,0.00024626654,0.00036626754],"domain_scores_gemma":[0.99813175,0.0008731192,0.00012591445,0.00013297716,0.0006549936,0.00008125497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011669623,0.000101227015,0.00023054356,0.00018884211,0.0004571348,0.000019453844,0.000070033086,0.000056056033,0.00035915582],"category_scores_gemma":[0.00078476913,0.00008607251,0.000022815502,0.00042879823,0.000013849873,0.00026468583,0.000027850574,0.00015460838,0.000023302271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012840038,0.000035067806,0.732965,0.0022988243,0.000011189484,5.146099e-8,0.00019041811,0.0000017414247,0.000019800733,0.003147739,0.25626683,0.0049349326],"study_design_scores_gemma":[0.0006984503,0.0001841997,0.5451497,0.0011591398,0.000008479843,2.2409937e-7,0.00012850709,0.0006028151,0.0000030240674,0.0031866538,0.44875532,0.00012352022],"about_ca_topic_score_codex":0.4100915,"about_ca_topic_score_gemma":0.40557504,"teacher_disagreement_score":0.19248849,"about_ca_system_score_codex":0.00036973145,"about_ca_system_score_gemma":0.000964318,"threshold_uncertainty_score":0.60527164},"labels":[],"label_agreement":null},{"id":"W2984906379","doi":"10.1093/geroni/igz038.2185","title":"FRAILTY AND PRECARITY: UNTANGLING THE CONCEPTUAL PATHWAYS OF NEED AND DISADVANTAGE IN LATE LIFE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Disadvantage; Vulnerability (computing); Life course approach; Sociology; Construct (python library); Social vulnerability; Psychology; Psychological resilience; Social psychology; Political science; Gender studies; Computer science","score_opus":0.07717748014044801,"score_gpt":0.3808151865816508,"score_spread":0.3036377064412028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984906379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950205,0.00020310587,0.000030194567,0.0021750424,0.00016615575,0.00036205474,0.000006218101,0.000015195835,0.0020215227],"genre_scores_gemma":[0.9990603,0.000042004667,0.000032048727,0.0006710707,0.000032821365,0.000019293002,0.0000049214977,0.0000064119936,0.00013115891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915963,0.000095488875,0.0004077182,0.00011185648,0.000081877966,0.00014339555],"domain_scores_gemma":[0.9993544,0.00034804808,0.00014504214,0.000080197664,0.0000628699,0.000009396954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006568735,0.000063104555,0.0001451841,0.00012978927,0.00011530901,0.0000045572137,0.00003899776,0.00004679871,0.000021919644],"category_scores_gemma":[0.0001738201,0.000047251953,0.0000050182334,0.00043622954,0.00006814004,0.00011127307,0.0001069675,0.00025764914,0.000001950109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010404257,0.0000055875757,0.9349909,0.00006466539,0.0000048114957,3.748327e-7,0.036389846,0.000010818106,0.0010703718,0.026248876,0.000024738429,0.0011786468],"study_design_scores_gemma":[0.0011615045,0.000018754648,0.9577479,0.00037634195,0.000003044158,8.249214e-8,0.03548659,0.0004086345,0.000092667055,0.0036740196,0.0009467969,0.000083666055],"about_ca_topic_score_codex":0.00025134257,"about_ca_topic_score_gemma":0.00020026868,"teacher_disagreement_score":0.022757038,"about_ca_system_score_codex":0.000022429176,"about_ca_system_score_gemma":0.000030917225,"threshold_uncertainty_score":0.19268787},"labels":[],"label_agreement":null},{"id":"W2984923181","doi":"10.1007/s10591-019-09518-5","title":"Considerations, Benefits and Cautions Integrating Systems Theory with Financial Therapy","year":2019,"lang":"en","type":"article","venue":"Contemporary Family Therapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Discipline; Social injustice; Social work; Engineering ethics; Injustice; Order (exchange); Psychology; Management science; Sociology; Finance; Business; Political science; Social psychology; Economics; Social science; Engineering; Economic growth","score_opus":0.0934626445808269,"score_gpt":0.3393907549753138,"score_spread":0.2459281103944869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984923181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90501815,0.065303475,0.00012113026,0.0016386831,0.0008651538,0.002355887,0.000059962527,0.00020748538,0.024430072],"genre_scores_gemma":[0.98908585,0.0034390984,0.000060021528,0.004144144,0.00023741131,0.0003944213,0.000033720957,0.000043830856,0.0025615126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979238,0.00066074496,0.00048770662,0.0003749155,0.00020100457,0.00035183996],"domain_scores_gemma":[0.99807656,0.0010193076,0.00023516678,0.00033588603,0.00024685508,0.0000862077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536341,0.00028832434,0.00045433806,0.00010662546,0.0011514793,0.00004201223,0.00009885146,0.00016415241,0.000113550945],"category_scores_gemma":[0.000048027727,0.00019260682,0.000052720545,0.00012509976,0.00012841348,0.00028242,0.00004352349,0.00041855348,0.00007646217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066994503,0.0001078243,0.59058857,0.0000716332,0.00024331408,0.0000095740525,0.012349116,0.000009725058,0.0010434599,0.3658536,0.02141669,0.0076365094],"study_design_scores_gemma":[0.018343756,0.00239496,0.5846158,0.0021474229,0.000029191355,0.0000135489945,0.04812801,0.00011462855,0.00010876109,0.012544916,0.33000094,0.0015580091],"about_ca_topic_score_codex":0.00048309364,"about_ca_topic_score_gemma":0.00004936878,"teacher_disagreement_score":0.3533087,"about_ca_system_score_codex":0.000040903644,"about_ca_system_score_gemma":0.00047343128,"threshold_uncertainty_score":0.8856364},"labels":[],"label_agreement":null},{"id":"W2988798759","doi":"10.7202/1065120ar","title":"Les travailleurs temporaires étrangers au Québec. Quels avantages pour les travailleurs qualifiés ?","year":2019,"lang":"fr","type":"article","venue":"Diversité urbaine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.05746267467285678,"score_gpt":0.34303401343379764,"score_spread":0.2855713387609409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988798759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81096077,0.039406385,0.00006749319,0.0874982,0.004027589,0.0015742448,0.0007785322,0.00033646607,0.055350322],"genre_scores_gemma":[0.63675153,0.0026770905,0.000079495614,0.000796139,0.0007841439,0.000025633271,0.000108917455,0.00010038536,0.35867664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99428046,0.0013141615,0.0009846041,0.0010187807,0.00075968145,0.0016423224],"domain_scores_gemma":[0.99656636,0.001367119,0.00055954396,0.00070329633,0.0003263876,0.0004773126],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010626115,0.00086995726,0.001160368,0.0003638798,0.0023220961,0.00004588495,0.0007299003,0.0007769833,0.011096476],"category_scores_gemma":[0.00022607685,0.00083523046,0.0005387899,0.00038794283,0.0006614485,0.0005327513,0.00044220785,0.0011876695,0.003951768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026028312,0.00030098765,0.65847284,0.0009993634,0.0005906065,0.00008603021,0.077378094,0.000013358962,0.00022829368,0.003561944,0.2420407,0.01606749],"study_design_scores_gemma":[0.003299884,0.00045563732,0.47349915,0.0009649509,0.0004343167,0.0000059289077,0.087591745,0.000025441277,0.000091631664,0.00015347838,0.4325191,0.0009587291],"about_ca_topic_score_codex":0.35229194,"about_ca_topic_score_gemma":0.10574448,"teacher_disagreement_score":0.30332634,"about_ca_system_score_codex":0.0010240421,"about_ca_system_score_gemma":0.0008747339,"threshold_uncertainty_score":0.99940985},"labels":[],"label_agreement":null},{"id":"W2989713707","doi":"10.23889/ijpds.v4i3.1189","title":"Health conditions, disability and economic inactivity in Northern Ireland. An administrative data study.","year":2019,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Economic and Social Research Council","keywords":"Census; Receipt; Population; Mental health; Demography; Valuation (finance); Geography; Medicine; Gerontology; Business; Environmental health; Finance","score_opus":0.22629144749789945,"score_gpt":0.5623308666022272,"score_spread":0.3360394191043278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989713707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897285,0.000017954948,0.00008915008,0.0058273305,0.0016305706,0.0008489561,0.0017555812,0.000012671508,0.00008930013],"genre_scores_gemma":[0.9979948,0.00003413875,0.00016116982,0.0001426474,0.00022582959,0.000015152791,0.0013667463,0.0000058355695,0.000053688753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818516,0.00021622654,0.00053075363,0.0004959339,0.0003459144,0.00022601716],"domain_scores_gemma":[0.9984618,0.00029331812,0.000387482,0.0006009032,0.0001465889,0.00010990741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028204198,0.00009104571,0.00018702075,0.0001125753,0.0007969782,0.00008552409,0.0012196164,0.000026000993,0.000058786965],"category_scores_gemma":[0.0003686457,0.00007762153,0.000010497935,0.00008471801,0.0001424279,0.0038129808,0.00077300175,0.00023905565,0.000013731034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006579323,0.0001451489,0.9951425,0.0000067206965,0.000014746179,5.8450615e-7,0.0006530357,0.000019902089,0.0000039839656,0.0009945332,0.00028550386,0.0026675523],"study_design_scores_gemma":[0.00086622726,0.00016430973,0.9895636,0.000041147145,0.0000040912087,0.0000041529265,0.0029705178,0.003881844,2.029086e-7,0.0011832535,0.0012412315,0.00007943632],"about_ca_topic_score_codex":0.0050200396,"about_ca_topic_score_gemma":0.11907098,"teacher_disagreement_score":0.11405093,"about_ca_system_score_codex":0.0005389361,"about_ca_system_score_gemma":0.00046510473,"threshold_uncertainty_score":0.8970037},"labels":[],"label_agreement":null},{"id":"W2989808070","doi":"10.1016/j.gaceta.2019.08.009","title":"The resistance of nurses to austerity measures in the health sector during the financial crisis in Spain","year":2020,"lang":"en","type":"article","venue":"Gaceta Sanitaria","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Austerity; Financial crisis; Resistance (ecology); Business; Financial sector; Financial system; Finance; Political science; Economics; Politics","score_opus":0.07052537846754162,"score_gpt":0.37180785309787656,"score_spread":0.301282474630335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989808070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.735635,0.0014941244,0.000015467798,0.26011539,0.00038848148,0.0012449293,0.00002530166,0.000022233233,0.0010590816],"genre_scores_gemma":[0.9933366,0.00015588272,0.000027872215,0.0058183107,0.00026499442,0.00017849958,0.0000013368774,0.000012084416,0.00020438031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703443,0.0014572701,0.0005409555,0.00021220121,0.00029481002,0.00046030566],"domain_scores_gemma":[0.9987085,0.0006918971,0.00016141174,0.0003269707,0.00006191399,0.000049307357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019078822,0.00013385904,0.00028170305,0.000034407563,0.001050241,0.000012968674,0.00044899917,0.000056917117,0.000035636767],"category_scores_gemma":[0.0010722767,0.000068629764,0.000051735322,0.00046156917,0.00006462973,0.00004579095,0.0001442291,0.0005250404,0.000019601252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015626102,0.00011261222,0.434539,0.0006155348,0.000044926517,0.000011478082,0.37368664,0.000026024167,0.00026258477,0.010760377,0.17741878,0.0009594351],"study_design_scores_gemma":[0.0004766561,0.000074070835,0.9040188,0.00014198283,0.0000066924677,1.1425934e-7,0.029590366,0.000003469388,0.0000117359405,0.0006821113,0.06490607,0.000087919514],"about_ca_topic_score_codex":0.0024453672,"about_ca_topic_score_gemma":0.1293438,"teacher_disagreement_score":0.46947983,"about_ca_system_score_codex":0.00010595981,"about_ca_system_score_gemma":0.00016958044,"threshold_uncertainty_score":0.8865434},"labels":[],"label_agreement":null},{"id":"W2990028849","doi":"10.5509/2019924665","title":"Legal Reform and Struggles Against Precarity: The Case of State Workers’ Early Retirement in Vietnam","year":2019,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Precarity; Injustice; Precarious work; Sociology; Politics; State (computer science); Political economy; Political science; Labour law; Neoliberalism (international relations); Underpinning; Gender studies; Law; Work (physics)","score_opus":0.025789971740003394,"score_gpt":0.3215476951208339,"score_spread":0.2957577233808305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990028849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74000096,0.00031775265,0.0000014261253,0.00092556135,0.00027996724,0.00077766133,0.000027642469,0.00002626943,0.25764278],"genre_scores_gemma":[0.99539006,0.00020836838,0.00003555633,0.000017853308,0.000030071615,0.0000741393,0.00000570718,0.000017051056,0.0042212135],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99858606,0.00021450607,0.0004357257,0.00023354462,0.0001535878,0.00037657414],"domain_scores_gemma":[0.9992224,0.00016190372,0.00017692434,0.00031943189,0.0000645908,0.000054742446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629694,0.00014828425,0.0002736454,0.00006807547,0.00031599312,0.0000104930605,0.000097569864,0.00007553464,0.000063630185],"category_scores_gemma":[0.000025643942,0.00009451524,0.000042847983,0.00016615487,0.00012163853,0.000118464864,0.00018508657,0.00036490217,0.0000392168],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019778722,0.000064386855,0.898687,0.0003797092,0.00009437697,0.000092863986,0.0867294,0.0000045692354,0.00014140092,0.0034367137,0.0016654836,0.008506295],"study_design_scores_gemma":[0.0011716235,0.00017716449,0.07759573,0.000461732,0.000020609144,0.000003875272,0.9158513,0.00006296722,0.000041687203,0.00048920943,0.0039172247,0.00020686649],"about_ca_topic_score_codex":0.0027167138,"about_ca_topic_score_gemma":0.0050050644,"teacher_disagreement_score":0.8291219,"about_ca_system_score_codex":0.0001447266,"about_ca_system_score_gemma":0.000062755535,"threshold_uncertainty_score":0.41068769},"labels":[],"label_agreement":null},{"id":"W2990438316","doi":"10.1177/0730888419885424","title":"Underpaid Boss: Gender, Job Authority, and the Association Between Underreward and Depression","year":2019,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; University of Toronto","funders":"National Institute for Occupational Safety and Health","keywords":"Association (psychology); Social psychology; Psychology; Stressor; Autonomy; Depression (economics); Demographic economics; Sociology; Political science; Clinical psychology; Economics","score_opus":0.06148708232811946,"score_gpt":0.38402152445517923,"score_spread":0.3225344421270598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990438316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799923,0.0015522202,0.0002475795,0.0065272152,0.00036367436,0.0006865496,0.000017004686,0.000067532725,0.010545976],"genre_scores_gemma":[0.9952807,0.0006068611,0.000053442538,0.0003720199,0.0002081529,0.00005203914,0.000018043493,0.000010640514,0.0033981302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988247,0.00032987984,0.00023621501,0.00020544928,0.00016159406,0.0002421689],"domain_scores_gemma":[0.998198,0.0014184315,0.0001052902,0.00013893167,0.00007146514,0.00006788696],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069094,0.00011359627,0.00021491121,0.000048550723,0.0015286781,0.00003161478,0.00005015984,0.00014960874,0.000039225055],"category_scores_gemma":[0.00017430956,0.000075006465,0.000026987085,0.00013936314,0.00007142691,0.00010562101,0.00015484345,0.00030096364,0.000026151129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029729837,0.0000051881148,0.98259723,0.00003754688,0.000060151528,8.3220165e-8,0.0049233236,3.5307278e-7,0.0000012882585,0.0058713616,0.005377578,0.0010961529],"study_design_scores_gemma":[0.0012801172,0.0000126693285,0.981872,0.00005526425,0.0000961272,1.039474e-7,0.0018229864,0.0000104975115,8.1420944e-7,0.0076395827,0.0071160016,0.00009382539],"about_ca_topic_score_codex":0.00016753314,"about_ca_topic_score_gemma":0.000201941,"teacher_disagreement_score":0.015288424,"about_ca_system_score_codex":0.00005184666,"about_ca_system_score_gemma":0.00003275076,"threshold_uncertainty_score":0.9997712},"labels":[],"label_agreement":null},{"id":"W2990568731","doi":"10.1186/s12889-019-7721-1","title":"The interplay between national and parental unemployment in relation to adolescent life satisfaction in 27 countries: analyses of repeated cross-sectional school surveys","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; European Commission; H2020 European Research Council; Eli Lilly and Company","keywords":"Medicine; Biostatistics; Cross-sectional study; Public health; Life satisfaction; Unemployment; Epidemiology; Relation (database); Demography; Social psychology; Psychology; Nursing","score_opus":0.13601179686277565,"score_gpt":0.48117406936132273,"score_spread":0.3451622724985471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990568731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918137,0.0002001409,0.00020868726,0.0056318194,0.0004919419,0.0012491293,0.00008580562,0.000031370826,0.00028735903],"genre_scores_gemma":[0.99859804,0.00012984328,0.000031956424,0.00057314185,0.0001166539,0.000088429915,0.00010683291,0.000013190149,0.00034191116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957305,0.0016616811,0.0012626745,0.0003222315,0.0005624496,0.0004604153],"domain_scores_gemma":[0.99781984,0.0010752996,0.00040425573,0.00016030247,0.00032277376,0.00021751647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006944782,0.00014062553,0.0003210754,0.00035884464,0.0004217635,0.000036776044,0.00009569044,0.0001185764,0.00014579955],"category_scores_gemma":[0.0013344581,0.000109049965,0.00003672074,0.0005198782,0.000055455745,0.00025104446,0.00011971889,0.00040613938,0.00007356549],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065508844,0.000034850873,0.99662095,0.0001475197,0.000023661032,6.791926e-8,0.0007804348,0.000071229464,0.000004619177,0.00051283295,0.0015317138,0.0002066309],"study_design_scores_gemma":[0.0011187029,0.00010229482,0.99528784,0.0001712025,0.00000161537,1.7817145e-7,0.0008963242,0.00008127033,0.0000013053653,0.00008114385,0.0021676046,0.00009050674],"about_ca_topic_score_codex":0.007449598,"about_ca_topic_score_gemma":0.020731864,"teacher_disagreement_score":0.0132822655,"about_ca_system_score_codex":0.0013532726,"about_ca_system_score_gemma":0.001682603,"threshold_uncertainty_score":0.9991599},"labels":[],"label_agreement":null},{"id":"W2991373194","doi":"10.1080/00346764.2019.1690671","title":"Work autonomy and workplace democracy: the polarization of the goods of work autonomy in the two worlds of work","year":2019,"lang":"en","type":"article","venue":"Review of Social Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Autonomy; Democracy; Framing (construction); Politics; Sociology; Polarization (electrochemistry); Harm; Distributive justice; Law and economics; Economics; Political science; Economic Justice; Law","score_opus":0.024635288017216084,"score_gpt":0.3564231756831833,"score_spread":0.33178788766596723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991373194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5917169,0.112796605,0.00007575781,0.11347451,0.0010352556,0.011771367,0.000033235345,0.00004419969,0.16905215],"genre_scores_gemma":[0.99340445,0.002695936,0.00014392572,0.0015119419,0.00016731628,0.00015218413,0.0000071541585,0.000022025823,0.0018950887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971339,0.0009564632,0.0012663674,0.00020021519,0.0001561324,0.00028690664],"domain_scores_gemma":[0.9967685,0.0011624052,0.0014743872,0.0004418483,0.00012861489,0.000024270943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023103992,0.00019263497,0.0008613146,0.000054196138,0.000346416,0.000005461017,0.00050160504,0.00011183973,0.00023629355],"category_scores_gemma":[0.000115074115,0.00010835839,0.00023094792,0.0009984667,0.0003095284,0.00011016626,0.00026630145,0.00043843416,0.000011173684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003274197,0.000055661854,0.95269495,0.0030928731,0.00011172177,5.0432728e-8,0.008827657,0.000003376466,0.0000014630447,0.0213068,0.0030514426,0.01082125],"study_design_scores_gemma":[0.0007837251,0.00003190601,0.78659385,0.0128840795,0.00019591949,1.2725143e-7,0.002421814,0.0000018205176,0.0000088957895,0.002451349,0.1944471,0.00017942447],"about_ca_topic_score_codex":0.000097767086,"about_ca_topic_score_gemma":0.000039967585,"teacher_disagreement_score":0.4016875,"about_ca_system_score_codex":0.00011145262,"about_ca_system_score_gemma":0.00046255978,"threshold_uncertainty_score":0.44187272},"labels":[],"label_agreement":null},{"id":"W2991608307","doi":"10.1017/jmo.2019.76","title":"The relationship between workplace incivility and depersonalization towards co-workers: Roles of job-related anxiety, gender, and education","year":2019,"lang":"en","type":"article","venue":"Journal of Management & Organization","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Depersonalization; Psychology; Social psychology; Anxiety; Scholarship; Feeling; Emotional exhaustion; Clinical psychology; Political science; Burnout","score_opus":0.0357174884717955,"score_gpt":0.3570075840048221,"score_spread":0.32129009553302657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991608307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917859,0.0011615473,0.0012038127,0.0016929733,0.00028533116,0.0005341652,0.0000022175077,0.000016238093,0.0033178371],"genre_scores_gemma":[0.99636304,0.0015511949,0.00015001194,0.000071338196,0.00009462258,0.0000031131738,0.000022008835,0.000016788274,0.0017278726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853724,0.00031012413,0.00060727843,0.00011897926,0.0002944265,0.00013196126],"domain_scores_gemma":[0.99836314,0.00034578823,0.0007006414,0.00011990433,0.00042452445,0.000046023753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012305123,0.000102296886,0.00018322229,0.00012774093,0.0005275529,0.00002429458,0.00009793278,0.000093895986,0.000049053582],"category_scores_gemma":[0.00031229865,0.000075917524,0.000022986194,0.00037179,0.000047670914,0.00027460538,0.0000986877,0.00020634121,0.0000072924017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024227586,0.000022109236,0.98364156,0.000242812,0.00010171746,1.0568791e-7,0.0027281991,0.000008638851,0.000010485901,0.00615654,0.002378502,0.0046851],"study_design_scores_gemma":[0.0005601844,0.000039324394,0.98678625,0.00023124392,0.00013887855,0.0000012011014,0.0069375364,0.0000113445885,0.000011180634,0.0032360025,0.00197845,0.0000684121],"about_ca_topic_score_codex":0.000016422631,"about_ca_topic_score_gemma":0.000020587575,"teacher_disagreement_score":0.004616688,"about_ca_system_score_codex":0.00010641712,"about_ca_system_score_gemma":0.000096195574,"threshold_uncertainty_score":0.4057564},"labels":[],"label_agreement":null},{"id":"W2991745501","doi":"10.3390/ijerph16244921","title":"Occupational Precariousness of Nursing Staff in Catalonia’s Public and Private Nursing Homes","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Universitat de Lleida","keywords":"Nursing; Psychosocial; Medicine; Team nursing; Scale (ratio); Nursing Assistant; Primary nursing; Occupational health nursing; Work (physics); Nurse education; Nursing homes; Public health; Health policy","score_opus":0.13243240658439862,"score_gpt":0.4867601059237022,"score_spread":0.35432769933930364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991745501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695336,0.0018902883,0.000048774455,0.0269553,0.00038028372,0.00035108536,0.000060322534,0.000003554196,0.00077677175],"genre_scores_gemma":[0.99716043,0.0021842609,0.00013564504,0.000094179784,0.00014992063,0.000007224058,0.00003183519,0.000012324697,0.00022418787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969453,0.00052029354,0.0007260534,0.000180239,0.0011025689,0.0005255475],"domain_scores_gemma":[0.998552,0.0005036037,0.0003881153,0.00009559111,0.00016933776,0.00029130172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025562933,0.00010441061,0.00028380504,0.0006681028,0.000228552,0.000038595357,0.00024530914,0.00007262666,0.00019886122],"category_scores_gemma":[0.0002128756,0.000089294546,0.000032817672,0.00014112658,0.00035589654,0.0005438576,0.00014866775,0.00064378884,0.000007645114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017835593,0.00073878426,0.8948924,0.000056472127,0.000058640777,0.00000501078,0.005547533,7.89635e-7,0.00020534277,0.004206469,0.0005075491,0.09360267],"study_design_scores_gemma":[0.0015303466,0.00056018133,0.9806739,0.00074718316,0.000001561905,0.000020237952,0.008706882,0.00002339338,0.000010604284,0.002523168,0.005129354,0.0000731587],"about_ca_topic_score_codex":0.00022672283,"about_ca_topic_score_gemma":0.00014803262,"teacher_disagreement_score":0.093529515,"about_ca_system_score_codex":0.000969991,"about_ca_system_score_gemma":0.00072961714,"threshold_uncertainty_score":0.36413258},"labels":[],"label_agreement":null},{"id":"W2992783134","doi":"10.7202/1066095ar","title":"Le travail migrant temporaire et les effets sociaux pervers de son encadrement institutionnel","year":2019,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.06230938913709299,"score_gpt":0.40108665764874213,"score_spread":0.33877726851164913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992783134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6674084,0.0037065146,0.00009855478,0.19332919,0.001416572,0.001143277,0.0002903096,0.00024832995,0.13235886],"genre_scores_gemma":[0.96199137,0.002228381,0.00017652118,0.007534309,0.001173132,0.00014279659,0.000104405655,0.000066604676,0.026582493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99442446,0.0026447405,0.00069750665,0.00049149035,0.00046015406,0.0012816732],"domain_scores_gemma":[0.9985716,0.00036683754,0.0003502476,0.0002187506,0.0002652261,0.00022738303],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018987701,0.00043417484,0.0006590867,0.00010391977,0.0020187052,0.00006449276,0.0002822717,0.0008732524,0.0005059356],"category_scores_gemma":[0.00017863182,0.00045986348,0.00036641673,0.00016640294,0.0005793099,0.0004716453,0.00024444325,0.0012193025,0.00033213967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000455591,0.00025853672,0.06922472,0.0007443685,0.00018005792,0.000008046109,0.25726104,0.0000014412956,0.00009510678,0.6327355,0.037413873,0.0020317617],"study_design_scores_gemma":[0.0027049275,0.00035806597,0.40402234,0.0012777185,0.00014989587,0.0000025739641,0.2172327,0.000013386257,0.00014871081,0.022883441,0.35038736,0.00081887224],"about_ca_topic_score_codex":0.13529766,"about_ca_topic_score_gemma":0.020255692,"teacher_disagreement_score":0.6098521,"about_ca_system_score_codex":0.0006532031,"about_ca_system_score_gemma":0.0020533921,"threshold_uncertainty_score":0.9997853},"labels":[],"label_agreement":null},{"id":"W2994025010","doi":"","title":"Canada's employment downturn","year":2009,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Labour economics; Economics; Unemployment; Variety (cybernetics); Demographic economics; Great recession; Economic growth; Keynesian economics","score_opus":0.037805504318632346,"score_gpt":0.3780815972841954,"score_spread":0.34027609296556305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994025010","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12568049,0.00015381062,0.000058214002,0.17186628,0.0007929279,0.00050140236,0.000010478725,0.00019032389,0.70074606],"genre_scores_gemma":[0.8626665,0.000046351193,0.00006042668,0.036921572,0.00024820102,0.00002382186,0.000006475695,0.0000062014005,0.10002046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990555,0.000055499877,0.00021559864,0.00012651195,0.0001822235,0.00036465752],"domain_scores_gemma":[0.9995954,0.00007171069,0.000041803374,0.00014971518,0.000059219532,0.00008215662],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010995241,0.00009025174,0.00012909598,0.000020627142,0.00053243217,0.0000023408998,0.000084718515,0.000039764505,0.0015670517],"category_scores_gemma":[0.00002485383,0.00006364841,0.00002200091,0.00006957494,0.000008339597,0.00002949818,0.000035114594,0.00015783173,0.00012650856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007283218,0.000015011255,0.05634828,0.00000531007,0.000011316509,0.000004412214,0.0002747553,3.4450437e-7,0.000029180925,0.014700897,0.9233775,0.0052256845],"study_design_scores_gemma":[0.00023664301,0.000037484904,0.31083292,0.000020403386,0.0000047724525,1.3172561e-7,0.00039379767,0.0000014648933,0.000024636862,0.0008648662,0.6874998,0.00008304093],"about_ca_topic_score_codex":0.7482082,"about_ca_topic_score_gemma":0.92620856,"teacher_disagreement_score":0.736986,"about_ca_system_score_codex":0.00016419168,"about_ca_system_score_gemma":0.0003975502,"threshold_uncertainty_score":0.99934566},"labels":[],"label_agreement":null},{"id":"W2995335326","doi":"10.1111/nin.12319","title":"Using a historical genealogical approach to examine Ireland's health care system","year":2019,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inequality; Irish; Health care; State (computer science); Sociology; Healthcare system; Social inequality; Political science; Social science; Law","score_opus":0.22587758858887466,"score_gpt":0.4468929216862486,"score_spread":0.22101533309737395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995335326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8835917,0.005655228,0.011199272,0.00440418,0.013604251,0.0029915974,0.000014595479,0.0007011963,0.077837996],"genre_scores_gemma":[0.9914398,0.000008584631,0.0037529368,0.0011912942,0.0016784243,0.00007419011,0.000032528544,0.000049627317,0.0017725927],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973595,0.0004621638,0.000544956,0.0004927909,0.00035652964,0.0007840736],"domain_scores_gemma":[0.9989427,0.00011338387,0.00017228183,0.00037592938,0.00013218756,0.0002635183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041695897,0.00022793359,0.00057330274,0.00014126647,0.0009672625,0.000009738795,0.00017500567,0.00021284091,0.000025473211],"category_scores_gemma":[0.00003350068,0.00018700186,0.0000817769,0.00027249305,0.000049175454,0.00006261458,0.00009280964,0.00043572267,0.00023149847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049111777,0.000685647,0.24668372,0.0045239916,0.00013510833,0.00001549438,0.44992724,0.00040163682,0.0005978687,0.02024884,0.25714067,0.019148657],"study_design_scores_gemma":[0.0070227776,0.0027517935,0.1963042,0.010897042,0.0002501509,0.00006674518,0.45946908,0.002430075,0.00002474408,0.00014212608,0.31820714,0.0024340951],"about_ca_topic_score_codex":0.00038799935,"about_ca_topic_score_gemma":0.000008081109,"teacher_disagreement_score":0.10784814,"about_ca_system_score_codex":0.0056905537,"about_ca_system_score_gemma":0.00020848235,"threshold_uncertainty_score":0.99812645},"labels":[],"label_agreement":null},{"id":"W2996445357","doi":"10.1177/1044207319893621","title":"Gaps in Medicare and the Social Safety Net Predict Financial Strain Among Older Canadians With Multiple Sclerosis","year":2019,"lang":"en","type":"article","venue":"Journal of Disability Policy Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Logistic regression; Medicine; Safety net; Gerontology; Finance; Demography; Environmental health; Internal medicine; Business","score_opus":0.042718110610864425,"score_gpt":0.36984193850445446,"score_spread":0.32712382789359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996445357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9290163,0.00076679816,0.000001416439,0.06843883,0.00022929737,0.0007325218,0.0001111681,0.000009529176,0.00069412123],"genre_scores_gemma":[0.9971904,0.00060978945,0.000013999135,0.0010690659,0.0008773845,0.000040056017,0.000001609555,0.0000133593285,0.00018433332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751925,0.0006594097,0.000792928,0.00017702092,0.00037211546,0.0004792424],"domain_scores_gemma":[0.99748945,0.0016126782,0.0004073789,0.00014774571,0.00023631808,0.0001064179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017346048,0.00019386414,0.00073935837,0.0000774509,0.0008879954,0.000008636228,0.00016788117,0.00010681557,0.000028562123],"category_scores_gemma":[0.0019517288,0.000104597064,0.000106268795,0.0002543884,0.0015993858,0.00014619021,0.00015693203,0.00067533785,0.000001778727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037876863,0.000039426857,0.9213712,0.00022878929,0.00017799657,0.0000015455605,0.0726023,0.0000053886206,0.0000013944281,0.00089022564,0.0036140364,0.00068890484],"study_design_scores_gemma":[0.0050683934,0.00012427293,0.9140449,0.0005296574,0.00005893956,8.8891284e-7,0.078556806,0.0000050682643,3.2883344e-7,0.0007701241,0.0007414454,0.0000991778],"about_ca_topic_score_codex":0.017091343,"about_ca_topic_score_gemma":0.20832096,"teacher_disagreement_score":0.19122961,"about_ca_system_score_codex":0.00063480414,"about_ca_system_score_gemma":0.00048466478,"threshold_uncertainty_score":0.9894539},"labels":[],"label_agreement":null},{"id":"W2997591371","doi":"10.1111/caje.12422","title":"Job satisfaction and co‐worker pay in Canadian firms","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia, Okanagan Campus","funders":"","keywords":"Job satisfaction; Casual; Labour economics; Demographic economics; Productivity; Business; Economics; Management","score_opus":0.1735223281522754,"score_gpt":0.27035560057588764,"score_spread":0.09683327242361225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997591371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508698,0.00030144368,0.0000029078312,0.04355338,0.0010751664,0.0003778351,0.00016948866,0.0000061994238,0.003643755],"genre_scores_gemma":[0.99301314,0.00029817948,0.000047648202,0.005293479,0.00084066525,0.000021397469,0.0000107534615,0.000045384575,0.00042937792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745286,0.00014597156,0.0009486644,0.00030106667,0.0000032267349,0.0011482225],"domain_scores_gemma":[0.995175,0.00019658545,0.00040396524,0.00016872869,0.00012388924,0.0039318195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006786912,0.00024923895,0.00061291794,0.00061565253,0.00050504686,0.000040636427,0.00020568035,0.00025834865,0.0007035171],"category_scores_gemma":[0.00032266328,0.00025213105,0.000092937895,0.00013874461,0.00011571168,0.00034789785,0.000018262795,0.0008607554,0.000056773708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035876914,9.849501e-7,0.96037316,0.00004444177,0.00006479359,0.00012696271,0.005488918,0.00013327751,0.0000024135365,0.02448794,0.006228228,0.0030129852],"study_design_scores_gemma":[0.0013479872,0.00025797763,0.7631548,0.00022282542,0.000035032273,0.000054303597,0.0041776313,0.00029336422,0.0000047723024,0.015701588,0.21428576,0.00046394428],"about_ca_topic_score_codex":0.9801375,"about_ca_topic_score_gemma":0.9999724,"teacher_disagreement_score":0.20805752,"about_ca_system_score_codex":0.0035227367,"about_ca_system_score_gemma":0.0054617757,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W2998258776","doi":"10.6000/1929-7092.2019.08.100","title":"Exploring the Work-Life Experiences of Temporary Employment Service Employees in South Africa","year":2019,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Service (business); Business; Labour economics; Demographic economics; Economic growth; Economics; Marketing; Engineering","score_opus":0.20978754737978544,"score_gpt":0.37488064560247386,"score_spread":0.16509309822268842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998258776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98151034,0.01069963,0.0000021636235,0.0022307124,0.0014572662,0.00066681806,0.0000065148806,0.000006753414,0.0034197974],"genre_scores_gemma":[0.98594964,0.01201432,0.00008623513,0.0014795342,0.00024156678,0.0000910376,7.0872255e-7,0.0000132128325,0.00012372894],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972765,0.00037204914,0.0017219363,0.00016653979,0.00014956373,0.0003134343],"domain_scores_gemma":[0.99766743,0.00024574334,0.0015695224,0.00030267207,0.00010955075,0.00010509744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015759564,0.00019524079,0.00085273024,0.00007913677,0.00013519246,0.000011411974,0.00046429015,0.000055194312,0.00011256387],"category_scores_gemma":[0.00013969037,0.00011708791,0.00020776602,0.00030253755,0.000037076257,0.0003152456,0.00015800424,0.00035111513,0.00014971773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033762847,0.00014480982,0.87770903,0.00034020364,0.00011148177,0.0000027862297,0.109825686,0.0002014505,0.000001274054,0.001122051,0.0059029963,0.004300583],"study_design_scores_gemma":[0.0020349822,0.00081347063,0.16451177,0.0049933717,0.000065306675,0.0000021896499,0.15833704,0.000009437522,0.000010547585,0.00054877176,0.668224,0.00044914716],"about_ca_topic_score_codex":0.000033702956,"about_ca_topic_score_gemma":0.000061022085,"teacher_disagreement_score":0.7131973,"about_ca_system_score_codex":0.000223316,"about_ca_system_score_gemma":0.00019825586,"threshold_uncertainty_score":0.47747064},"labels":[],"label_agreement":null},{"id":"W2998357211","doi":"10.5539/ass.v16n1p54","title":"Psychosocial Wellbeing Among Rural Migrant Workers in China: Did the 2008 Financial Crisis Worsen Their Vulnerability?","year":2019,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychosocial; Mental health; Socioeconomic status; Anxiety; Psychology; Logistic regression; Ethnic group; Vulnerability (computing); China; Medicine; Environmental health; Psychiatry; Geography; Political science; Population","score_opus":0.01638511178224975,"score_gpt":0.344977798904536,"score_spread":0.32859268712228623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998357211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88995975,0.00006016808,0.000008094797,0.033251975,0.0018965777,0.0009079297,0.000008625194,0.000065368455,0.07384153],"genre_scores_gemma":[0.9971833,0.000012377184,0.000016949687,0.0008096322,0.00085998536,0.00010578363,0.0000020431576,0.000015602574,0.0009943326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970067,0.00045479543,0.00046399087,0.00044078648,0.0005544018,0.0010793193],"domain_scores_gemma":[0.9991498,0.0001781452,0.00020725967,0.0002764684,0.00009177142,0.00009658374],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021747362,0.00021834372,0.00034661285,0.00010841169,0.004231602,0.000043993903,0.0007186404,0.00016947187,0.00018084455],"category_scores_gemma":[0.00022731794,0.00014521027,0.00014390821,0.0015433694,0.00097418507,0.0003964123,0.00029059494,0.0008547671,0.00011808379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035854966,0.00003647115,0.8940354,0.000013691359,0.000006475184,0.0000011827346,0.078924686,4.0083899e-7,0.000064146436,0.00175455,0.016313273,0.008813899],"study_design_scores_gemma":[0.00040209733,0.000025084646,0.94386035,0.00007476746,0.0000059830186,1.05015445e-7,0.04591365,0.0000038975986,0.0000052269106,0.0040865545,0.005440502,0.0001817715],"about_ca_topic_score_codex":0.005411785,"about_ca_topic_score_gemma":0.0062538334,"teacher_disagreement_score":0.107223555,"about_ca_system_score_codex":0.00029951675,"about_ca_system_score_gemma":0.00039326574,"threshold_uncertainty_score":0.99706477},"labels":[],"label_agreement":null},{"id":"W2998759846","doi":"10.46692/9781447340874.005","title":"Rereading Frailty Through a Lens of Precarity: an Explication of Politics and the Human Condition of Vulnerability","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Vulnerability (computing); Explication; Politics; Lens (geology); Through-the-lens metering; Human condition; Sociology; Aesthetics; History; Political science; Gender studies; Art; Computer security; Epistemology; Philosophy; Computer science; Law; Biology","score_opus":0.16596405482188312,"score_gpt":0.46572254547416286,"score_spread":0.2997584906522798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998759846","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046373177,0.00041227,0.00031541297,0.0026494018,0.00012257606,0.0018987292,0.00044544385,0.000089305955,0.9476937],"genre_scores_gemma":[0.9444264,0.00040425445,0.00032105553,0.00028630884,0.00020399057,0.00011689468,0.00019489553,0.00009346017,0.053952727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984747,0.00047716693,0.00055474124,0.00019924901,0.00015911115,0.00013499582],"domain_scores_gemma":[0.9984965,0.00032352153,0.00068783277,0.00036418263,0.0001042504,0.000023754648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003437295,0.0001339311,0.0005558129,0.000041578733,0.00019337935,0.0000012063629,0.0001070705,0.00021436137,0.00075681234],"category_scores_gemma":[0.00012014256,0.00008812372,0.000058116988,0.00006240318,0.0004306673,0.00005088328,0.00010944042,0.0002454627,0.0000014675895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042347037,0.00013417575,0.052868538,0.003490199,0.0002660395,7.3822456e-8,0.026790556,9.275165e-8,0.00071891653,0.8078676,0.10758368,0.0002378159],"study_design_scores_gemma":[0.011775609,0.0013691543,0.17988259,0.0058802348,0.0013686803,7.082181e-7,0.05338523,0.00004437452,0.0055516087,0.33932212,0.4002031,0.0012165791],"about_ca_topic_score_codex":0.009919131,"about_ca_topic_score_gemma":0.0017863982,"teacher_disagreement_score":0.8980532,"about_ca_system_score_codex":0.000021247046,"about_ca_system_score_gemma":0.000047385613,"threshold_uncertainty_score":0.9966739},"labels":[],"label_agreement":null},{"id":"W2998789897","doi":"10.1016/j.labeco.2020.101796","title":"The impact of austerity measures on the public - private sector wage gap in Europe","year":2020,"lang":"en","type":"article","venue":"Labour Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"European Commission; International Myeloma Foundation","keywords":"Austerity; Public sector; Wage; Quantile; Economics; Private sector; Demographic economics; European union; Quantile regression; Labour economics; Economic policy; Econometrics; Economic growth; Economy; Political science","score_opus":0.16173973256401308,"score_gpt":0.371393366942976,"score_spread":0.2096536343789629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998789897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400415,0.00007802344,0.000001458007,0.053804547,0.00019234561,0.00039580776,0.00006154934,0.000025120531,0.0053996835],"genre_scores_gemma":[0.99673325,0.00053768256,0.0000035550443,0.0021097702,0.0001840234,0.000031755913,0.0000028804707,0.000019275365,0.00037779767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987515,0.0003666491,0.0003627355,0.00014843876,0.000047748388,0.00032288537],"domain_scores_gemma":[0.9989007,0.0005036554,0.0002012863,0.00025764183,0.0000727348,0.00006398525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064429315,0.000119147095,0.00020779269,0.000022036456,0.00043597966,0.000022638727,0.00030213894,0.00005209667,0.00019062338],"category_scores_gemma":[0.00042741874,0.0000618542,0.00006102241,0.00015199838,0.00006456689,0.00007053982,0.00019453002,0.00035874112,0.00012585304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017501709,0.000042893393,0.71997446,0.000041068342,0.00014552407,0.0000014773511,0.0048122727,0.00005280699,0.00013654129,0.26797193,0.005848554,0.00079745206],"study_design_scores_gemma":[0.0006374717,0.00018989292,0.8414624,0.000036046964,0.000007570077,1.4414684e-7,0.00083669124,0.000089718276,0.00005813896,0.0047026426,0.15183018,0.0001491096],"about_ca_topic_score_codex":0.00025181993,"about_ca_topic_score_gemma":0.00091808935,"teacher_disagreement_score":0.2632693,"about_ca_system_score_codex":0.00009167801,"about_ca_system_score_gemma":0.00012834904,"threshold_uncertainty_score":0.3353247},"labels":[],"label_agreement":null},{"id":"W2998927871","doi":"10.46692/9781447340874.002","title":"Precarity and Ageing: New Perspectives for Social Gerontology","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Ageing; Gerontology; Sociology; Gender studies; Medicine","score_opus":0.16912928448321976,"score_gpt":0.4681123992458947,"score_spread":0.2989831147626749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998927871","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013962336,0.003290257,0.00069572596,0.0327463,0.0004405622,0.0011319487,0.000045497924,0.00030208696,0.96133363],"genre_scores_gemma":[0.00034711324,0.00042421764,0.00068038143,0.0007914246,0.003114169,0.00011317569,0.000016799653,0.00016051177,0.9943522],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914384,0.00008561154,0.00014653632,0.00029520967,0.0000600162,0.0002687577],"domain_scores_gemma":[0.9995836,0.00013927712,0.00012023256,0.000066902576,0.00002337308,0.00006660656],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056525332,0.00016904468,0.00040520978,0.00004351281,0.0004077752,0.000003671994,0.00006897403,0.0003755885,0.005072596],"category_scores_gemma":[0.00007746736,0.00013757082,0.00006154324,0.000028086653,0.000067353976,0.000013297535,0.00012402293,0.0002572676,0.000043064458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021834054,0.000007823444,0.0012976626,0.00022216656,0.00014109079,0.0000012592059,0.01207036,3.3937333e-10,0.0000010147038,0.03155792,0.95316625,0.0015126377],"study_design_scores_gemma":[0.0006169126,0.000053291,0.0038396541,0.000042253407,0.000060359504,6.191884e-8,0.0063078064,4.7470252e-7,1.3213672e-7,0.0014882468,0.9874495,0.00014125866],"about_ca_topic_score_codex":0.0021807654,"about_ca_topic_score_gemma":0.009583894,"teacher_disagreement_score":0.034283318,"about_ca_system_score_codex":0.000034240904,"about_ca_system_score_gemma":0.000109064036,"threshold_uncertainty_score":0.9958369},"labels":[],"label_agreement":null},{"id":"W2998956690","doi":"10.1093/aje/161.supplement_1.s28a","title":"110-S: Wartime Stress and Long-Term Cardiovascular Disease: The Manitoba Follow-up Study, 1948–2005","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Term (time); Gerontology; Disease; Internal medicine","score_opus":0.06762992255050802,"score_gpt":0.3984886559783866,"score_spread":0.3308587334278786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998956690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577825,0.016835071,0.00041340236,0.023503287,0.0007148435,0.0005068515,0.000014058009,0.000024296201,0.0002056611],"genre_scores_gemma":[0.99083626,0.003850283,0.00013356819,0.002893541,0.0017154169,0.000044271525,0.0000034006532,0.000027895689,0.00049534923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992849,0.004603586,0.001236978,0.00029582588,0.0002561043,0.0007585027],"domain_scores_gemma":[0.99446136,0.003524699,0.0009605529,0.00051309203,0.00019952455,0.00034075615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005183494,0.00024994113,0.0012478246,0.0001118947,0.0007352971,0.0000051253983,0.00036724017,0.000058067777,0.00013827959],"category_scores_gemma":[0.0016929157,0.00014577052,0.00040426702,0.00013951997,0.0006486563,0.00012781407,0.00023506189,0.0007492866,0.000041212315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021188246,0.00009209485,0.93928194,0.000020828593,0.001197343,0.00004321085,0.0014180955,0.0000960764,7.7274785e-7,0.0001240373,0.006986635,0.050527092],"study_design_scores_gemma":[0.001205038,0.000542522,0.96347934,0.00012666834,0.0006563317,0.00001969334,0.006573877,0.000010885314,3.5025553e-7,0.00021455254,0.027010914,0.0001598116],"about_ca_topic_score_codex":0.0008066279,"about_ca_topic_score_gemma":0.002009271,"teacher_disagreement_score":0.05036728,"about_ca_system_score_codex":0.00012215208,"about_ca_system_score_gemma":0.00012072251,"threshold_uncertainty_score":0.5944349},"labels":[],"label_agreement":null},{"id":"W2999848278","doi":"10.1016/j.jhealeco.2019.102276","title":"Inequality aversion in income, health, and income-related health","year":2020,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; Government of Ontario","keywords":"Inequity aversion; Economics; Inequality; Economic inequality; Income distribution; Risk aversion (psychology); Demographic economics; Bivariate analysis; Econometrics; Statistics; Mathematics; Expected utility hypothesis; Financial economics","score_opus":0.08883056210659108,"score_gpt":0.40719680568765465,"score_spread":0.3183662435810636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999848278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7005302,0.0062330794,0.000041324944,0.29171333,0.0007014544,0.0005364504,0.000018844697,0.000021034157,0.00020431518],"genre_scores_gemma":[0.92026687,0.026882833,0.0005260454,0.051886585,0.00032091484,0.0000069899725,0.000011287154,0.000034915352,0.000063540276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941946,0.0013133746,0.0034250577,0.0002458606,0.00013272092,0.00068834017],"domain_scores_gemma":[0.99534047,0.00040802674,0.0031798922,0.00015222364,0.00009454593,0.0008248218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048548477,0.00020177019,0.0012557742,0.00025057,0.0007695146,0.000010144485,0.00018073384,0.0001352377,0.000055181303],"category_scores_gemma":[0.00024746644,0.0001834615,0.00008751158,0.00022767182,0.000054815966,0.00027433143,0.00019613825,0.001228653,0.000028986331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026137306,0.00007064205,0.94213855,0.0018115802,0.00005098368,0.000004025293,0.026923677,0.00005720972,4.06428e-7,0.0017949569,0.009911134,0.016975483],"study_design_scores_gemma":[0.0089479005,0.0040455763,0.8227626,0.0019953302,0.000009129768,0.000019636063,0.018309755,0.0005582226,8.46066e-7,0.0046936003,0.13823502,0.0004223641],"about_ca_topic_score_codex":0.0014903123,"about_ca_topic_score_gemma":0.0009594479,"teacher_disagreement_score":0.23982675,"about_ca_system_score_codex":0.0011828805,"about_ca_system_score_gemma":0.0028566539,"threshold_uncertainty_score":0.7481343},"labels":[],"label_agreement":null},{"id":"W3000215940","doi":"10.1136/jech-2019-213151","title":"The effect of welfare reform on the health of the unemployed: evidence from a natural experiment in Germany","year":2020,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; St. Michael's Hospital; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Canada Research Chairs; Institute for Work and Health","keywords":"Natural experiment; Natural (archaeology); Welfare; Labour economics; Economics; Welfare reform; Demographic economics; Medicine; History; Market economy","score_opus":0.18312310339353663,"score_gpt":0.48972982697854844,"score_spread":0.30660672358501184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000215940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5772182,0.010913429,0.0000055718224,0.41063628,0.0004925487,0.0006092632,0.000010848282,0.000006287276,0.00010760176],"genre_scores_gemma":[0.9754839,0.0042654197,0.00005253846,0.019965535,0.0001690655,0.000030258028,0.0000019487034,0.000015454643,0.000015905882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9549594,0.041066855,0.0028269375,0.00015295892,0.00033448558,0.0006593984],"domain_scores_gemma":[0.95823705,0.03649996,0.003941781,0.0009577844,0.00018443669,0.00017896386],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026482264,0.00023445651,0.0014678319,0.000063667125,0.0026748276,0.0000022116774,0.0013871347,0.00013335655,0.00002560808],"category_scores_gemma":[0.012967645,0.00009278355,0.000308756,0.000314017,0.00045829103,0.000076932774,0.0006238611,0.004723255,0.0000032013413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030317793,0.00016040285,0.90813154,0.00084322854,0.00031419587,0.0000014563623,0.04874883,0.00005697555,0.00010961586,0.0059307152,0.027307762,0.005363526],"study_design_scores_gemma":[0.0011447661,0.005256719,0.9650108,0.003284246,0.000020850359,0.0000020292925,0.016431771,0.00005573847,0.000065464694,0.0009927294,0.007641768,0.00009312202],"about_ca_topic_score_codex":0.046689067,"about_ca_topic_score_gemma":0.012940367,"teacher_disagreement_score":0.3982657,"about_ca_system_score_codex":0.0008542751,"about_ca_system_score_gemma":0.0005992083,"threshold_uncertainty_score":0.99862355},"labels":[],"label_agreement":null},{"id":"W3000286416","doi":"10.7202/1066829ar","title":"Qualité du travail et de l’emploi et nature de la mobilité professionnelle : quels liens en France entre 2006 et 2010 à partir de l’enquête <i>Santé et itinéraire professionnel</i>  ?","year":2019,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.018315465333340688,"score_gpt":0.3540860633711214,"score_spread":0.33577059803778075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000286416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7769477,0.010676914,0.00046741636,0.17802733,0.0022097449,0.0029011166,0.0007917355,0.00032831478,0.027649723],"genre_scores_gemma":[0.83774155,0.0057501164,0.0008827288,0.009038975,0.00063038274,0.0006724094,0.00028715137,0.00018420767,0.14481248],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9800933,0.014799757,0.0015113608,0.0010268643,0.0006873301,0.0018813862],"domain_scores_gemma":[0.98683596,0.010371989,0.00086027716,0.0009839275,0.00040819505,0.00053965807],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008337997,0.0008835782,0.00095033343,0.00027117052,0.0020596217,0.00012782567,0.00063395296,0.005007635,0.0027029458],"category_scores_gemma":[0.0030144502,0.0008195303,0.0003464286,0.0009146617,0.00058413297,0.0007934078,0.0006131456,0.010797769,0.000721343],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098493176,0.000869273,0.55946034,0.00023310902,0.00019244748,0.00003031089,0.10496195,0.0009398504,0.00035433497,0.040752605,0.29009816,0.002009137],"study_design_scores_gemma":[0.0028562015,0.00020537185,0.42359316,0.0052591087,0.00024858,0.00003895657,0.09341228,0.0004613854,0.000366552,0.004919281,0.46763375,0.0010053435],"about_ca_topic_score_codex":0.0014165803,"about_ca_topic_score_gemma":0.0010459604,"teacher_disagreement_score":0.1775356,"about_ca_system_score_codex":0.0005921988,"about_ca_system_score_gemma":0.004763729,"threshold_uncertainty_score":0.99942553},"labels":[],"label_agreement":null},{"id":"W3000465300","doi":"10.1093/aje/161.supplement_1.s125","title":"497: Job Insecurity, Social Class and Inequalities in Mental Health using the Canadian Community Health Survey (CCHS) Cycle 1.2","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Community health; Inequality; Mental health; Social class; Environmental health; Social inequality; Class (philosophy); Sociology; Psychology; Public health; Medicine; Psychiatry; Political science; Nursing; Mathematics; Computer science","score_opus":0.2623974311890649,"score_gpt":0.5095730404344931,"score_spread":0.24717560924542825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000465300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8695686,0.0016369881,0.000032139913,0.12800144,0.00025320056,0.00021198652,0.000092648974,0.0000071240283,0.0001958529],"genre_scores_gemma":[0.95666444,0.001302009,0.00028806928,0.04133517,0.00035441085,0.0000039954434,0.000014443387,0.000016292463,0.000021170088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9682179,0.029082429,0.0015481021,0.00012536053,0.00012430486,0.00090186845],"domain_scores_gemma":[0.99280167,0.0049414467,0.0016311192,0.00015895639,0.000134084,0.000332755],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.025404077,0.00016916687,0.0011550151,0.00023216849,0.0031407366,0.000005002524,0.00026287764,0.00008401681,0.000026211968],"category_scores_gemma":[0.0015640607,0.00012161332,0.00007303075,0.00025565407,0.0008973532,0.00010220127,0.00015648133,0.0018894287,0.0000023917084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060916966,0.000028346967,0.9519104,0.000020141542,0.000046800425,7.141271e-7,0.027254717,0.0000143077705,4.8211473e-7,0.0022247068,0.013094994,0.005343476],"study_design_scores_gemma":[0.0005242578,0.00045973,0.9580543,0.000096740114,0.0000046478267,0.000014741457,0.027413325,0.000058378668,4.718631e-8,0.0015392083,0.0117350435,0.00009960116],"about_ca_topic_score_codex":0.9436216,"about_ca_topic_score_gemma":0.9939967,"teacher_disagreement_score":0.08709583,"about_ca_system_score_codex":0.0012954206,"about_ca_system_score_gemma":0.0015930661,"threshold_uncertainty_score":0.998157},"labels":[],"label_agreement":null},{"id":"W3000624146","doi":"","title":"Europe's Shifting Response to HIV/AIDS: From Human Rights to Risk Management.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"","keywords":"Human rights; Austerity; Context (archaeology); Political science; Economic growth; Global health; Civil society; Health care; Law; Economics; Politics; Geography","score_opus":0.043408723525769737,"score_gpt":0.33906832380550433,"score_spread":0.2956596002797346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000624146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185528,0.000032561937,0.000299523,0.011385385,0.0008460667,0.0022736157,0.000120618875,0.00029857527,0.06619087],"genre_scores_gemma":[0.8421002,0.000011550748,0.00061283825,0.0017193009,0.0008007179,0.0037059947,0.000006094198,0.000046025445,0.15099725],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997039,0.00089842774,0.0004505924,0.00047157978,0.0002709954,0.0008693575],"domain_scores_gemma":[0.9981426,0.0007600002,0.00013393864,0.0004948551,0.00014062431,0.00032797427],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001495338,0.00019491283,0.00024969655,0.00020580374,0.0015168493,0.00001654709,0.00033018534,0.00006442346,0.00029840317],"category_scores_gemma":[0.0008009459,0.00012507774,0.00005136456,0.0003133956,0.000027095075,0.000108527325,0.0006323342,0.00017122852,0.0030889874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013556362,0.00007871339,0.42698535,0.000034851342,0.00028525494,0.000043214568,0.0050385483,4.6107704e-7,0.00015419505,0.008333857,0.4855423,0.0721476],"study_design_scores_gemma":[0.00056045485,0.0000212362,0.5155514,0.00006989649,0.000026553977,1.3687038e-8,0.00015398854,2.3461356e-8,0.00003292128,0.001276021,0.4821814,0.00012609188],"about_ca_topic_score_codex":0.00040654276,"about_ca_topic_score_gemma":0.00059673993,"teacher_disagreement_score":0.08856604,"about_ca_system_score_codex":0.00014030079,"about_ca_system_score_gemma":0.0000073336937,"threshold_uncertainty_score":0.99978304},"labels":[],"label_agreement":null},{"id":"W3000690678","doi":"10.20381/ruor-24277","title":"Determinants of Job Satisfaction: Canadian Labour Market","year":2019,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Job satisfaction; Economics; Business; Management","score_opus":0.0728331044470329,"score_gpt":0.39612798201811883,"score_spread":0.32329487757108594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000690678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.807024,0.000016836852,0.000001105344,0.0017672376,0.00014497394,0.0003664421,0.00007594792,0.000011006385,0.19059245],"genre_scores_gemma":[0.8791091,0.00010453227,0.0000724887,0.000027712038,0.000027771159,6.041876e-7,0.0000022619672,0.0000073299375,0.1206482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831915,0.0004313902,0.00014133171,0.000175278,0.00042262732,0.00051024184],"domain_scores_gemma":[0.9985982,0.0003424926,0.00009001912,0.0002768089,0.0005024699,0.00018996611],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011252535,0.0000695287,0.00023313702,0.0004247944,0.0007666163,0.0000021622427,0.0002695263,0.00012087139,0.010090536],"category_scores_gemma":[0.00010437826,0.0000771719,0.000052912517,0.00037079948,0.00017146916,0.00014792786,0.00019784088,0.00038839743,0.00044758955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010113683,0.000006909394,0.9502761,0.00023125425,0.00002328909,0.000012928939,0.0011006312,1.5846281e-7,0.00007044906,0.0041956776,0.042396665,0.0016758367],"study_design_scores_gemma":[0.0004609886,0.00009213923,0.87389994,0.000098093085,0.000004717089,2.7005777e-7,0.007747124,0.00001376046,0.000013115187,0.00017793507,0.11743286,0.000059055666],"about_ca_topic_score_codex":0.25380975,"about_ca_topic_score_gemma":0.76046747,"teacher_disagreement_score":0.5066577,"about_ca_system_score_codex":0.00020213694,"about_ca_system_score_gemma":0.0005316659,"threshold_uncertainty_score":0.9908144},"labels":[],"label_agreement":null},{"id":"W3000741982","doi":"10.7202/1065755ar","title":"L’association entre la région d’origine et l’état de faible revenu au Canada","year":2019,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028342606337230986,"score_gpt":0.31644044140312255,"score_spread":0.2880978350658916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000741982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71079826,0.0006352444,0.000043476644,0.21505949,0.0047733146,0.0008357073,0.0002835915,0.00007000869,0.0675009],"genre_scores_gemma":[0.626979,0.0010181279,0.00011100415,0.00718604,0.00093713397,0.000072810006,0.00009545811,0.000051329156,0.3635491],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596727,0.0017205095,0.00065946335,0.00041144385,0.00014056229,0.0011007772],"domain_scores_gemma":[0.99579966,0.0029445486,0.00050938973,0.00035055313,0.00014495837,0.00025086003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019171049,0.00033933626,0.00055987784,0.00006912444,0.00036938203,0.000035291505,0.00020834584,0.0006193982,0.0023769224],"category_scores_gemma":[0.0005611209,0.000357991,0.00012596564,0.00014229637,0.00003689954,0.00030309457,0.00016794959,0.00094502844,0.0006568284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005832492,0.00010260966,0.5543036,0.0006765209,0.00031546992,0.0000128313795,0.010295314,0.00006052609,0.00006660721,0.10294136,0.32857648,0.0025903953],"study_design_scores_gemma":[0.00088107475,0.000068079535,0.058336258,0.00054477446,0.00008671601,0.0000025838647,0.0020377405,0.000044929136,0.00020895211,0.0058541857,0.9315781,0.0003566014],"about_ca_topic_score_codex":0.8664995,"about_ca_topic_score_gemma":0.9427942,"teacher_disagreement_score":0.60300165,"about_ca_system_score_codex":0.007318969,"about_ca_system_score_gemma":0.0048880917,"threshold_uncertainty_score":0.9998872},"labels":[],"label_agreement":null},{"id":"W3003382362","doi":"10.5539/ijef.v12n2p45","title":"War and Pensions: The Effects of War on Social Security and Pensions Around the World","year":2020,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Iowa Pork Producers Association","keywords":"Social security; Solidarity; Economics; Earnings; Pension; Administration (probate law); Social insurance; Work (physics); World War II; Political science; Finance; Law; Market economy; Politics","score_opus":0.04755093850041941,"score_gpt":0.3490296503627316,"score_spread":0.3014787118623122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003382362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9325158,0.001866767,0.0000019475715,0.06459728,0.00047890813,0.00011851231,0.000014626851,0.000001320749,0.00040484092],"genre_scores_gemma":[0.97614706,0.020618046,0.000016705393,0.002650272,0.00048100104,0.0000035713656,5.9220946e-7,0.0000049235896,0.000077812714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994291,0.000049752474,0.00029721064,0.00008311185,0.000057226058,0.00008358455],"domain_scores_gemma":[0.99865264,0.0008277427,0.0003456522,0.000039570496,0.00010986529,0.000024560806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022986052,0.00007021891,0.00017136797,0.00002982186,0.00038672666,0.00000810848,0.00011722608,0.000029244271,0.0000053289486],"category_scores_gemma":[0.00014594616,0.00004105382,0.00003989793,0.000023854418,0.00012803402,0.000072042305,0.00013434321,0.00027663435,0.0000013536836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017751908,0.0002516575,0.14001945,0.00029811653,0.0012021776,0.0000640308,0.07984554,0.00014967729,0.0002391581,0.65097135,0.09761397,0.027569719],"study_design_scores_gemma":[0.005256199,0.00076513167,0.5479204,0.000950813,0.00017073157,0.00003963176,0.007998502,0.0028549086,0.00017128115,0.09441901,0.33907926,0.00037410992],"about_ca_topic_score_codex":0.000024673727,"about_ca_topic_score_gemma":0.00012464711,"teacher_disagreement_score":0.5565523,"about_ca_system_score_codex":0.000017623492,"about_ca_system_score_gemma":0.00003495594,"threshold_uncertainty_score":0.2974428},"labels":[],"label_agreement":null},{"id":"W3003914899","doi":"10.1111/1748-8583.12269","title":"Human resource management practices in the context of rising right‐wing populism","year":2020,"lang":"en","type":"article","venue":"Human Resource Management Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Populism; Human resource management; Context (archaeology); Job security; Diversity (politics); Workforce; Work (physics); Business; Political economy; Labour economics; Development economics; Political science; Economic growth; Politics; Economics; Law; Geography; Engineering","score_opus":0.1255383250686275,"score_gpt":0.419309041646176,"score_spread":0.2937707165775485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003914899","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3560623,0.00070015324,0.000055012188,0.026255375,0.00015103108,0.0015511843,0.0000041413036,0.00009445878,0.6151264],"genre_scores_gemma":[0.98337764,0.000116923016,0.00017198187,0.008264974,0.0008325568,0.000068477486,0.000014482225,0.000055903332,0.007097081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947118,0.001572942,0.0014277338,0.0004568486,0.0010218001,0.0008088685],"domain_scores_gemma":[0.9971558,0.00024423478,0.0018779912,0.0004894723,0.00007623296,0.000156293],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031359654,0.00035026658,0.0005278948,0.00038933233,0.003746474,0.00012167073,0.0010988554,0.00010441459,0.00057617365],"category_scores_gemma":[0.000065034845,0.00025554854,0.00020402767,0.0004801681,0.00013786563,0.00022124784,0.00078652904,0.0014868529,0.00006560435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003551106,0.0005888156,0.09881085,0.0026186414,0.0014709167,0.0018166001,0.1361496,0.000108311106,0.00016021456,0.24140055,0.5074017,0.009118643],"study_design_scores_gemma":[0.0025670899,0.00019457741,0.061845258,0.0008753867,0.00028160142,0.000006331998,0.24969466,0.000011239299,0.0000040247282,0.0024776158,0.6817454,0.0002968297],"about_ca_topic_score_codex":0.00012623206,"about_ca_topic_score_gemma":0.00012816423,"teacher_disagreement_score":0.62731534,"about_ca_system_score_codex":0.00014949375,"about_ca_system_score_gemma":0.000011561432,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W3004667358","doi":"10.7202/1066813ar","title":"Les agences de placement à Montréal et le travail immigrant : une composante du racisme systémique au Québec ?","year":2020,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Humanities; Political science; Sociology; Ethnology; Art; Law","score_opus":0.31305668141330323,"score_gpt":0.4976424219760553,"score_spread":0.18458574056275207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004667358","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24689569,0.03515014,0.0021568649,0.7054883,0.0021504876,0.001114224,0.00021748854,0.00036254822,0.0064642346],"genre_scores_gemma":[0.9608991,0.020412536,0.00037354347,0.01330643,0.0008332224,0.00030530014,0.00008921973,0.00007207337,0.0037085467],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919151,0.0046625417,0.0010149396,0.0006955082,0.0003420494,0.0013698805],"domain_scores_gemma":[0.9958209,0.002879328,0.00050643145,0.00028554897,0.0001563166,0.00035149555],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025918027,0.00060267316,0.001059979,0.000041791052,0.0024470682,0.000033562064,0.00051000196,0.0009012283,0.0010565793],"category_scores_gemma":[0.00081110874,0.000533555,0.0004822995,0.00019814399,0.0010165251,0.0002036686,0.00053062296,0.0020340157,0.00027852412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004797284,0.00060829596,0.13919285,0.0016307968,0.0013217583,0.0001542932,0.58871746,0.00050032954,0.00057362294,0.044364654,0.20400532,0.018450914],"study_design_scores_gemma":[0.0046583293,0.001341327,0.17056046,0.00090603885,0.00044290695,0.0000064398296,0.7203426,0.00062249164,0.000106527456,0.008104585,0.091637544,0.001270771],"about_ca_topic_score_codex":0.5364437,"about_ca_topic_score_gemma":0.16649912,"teacher_disagreement_score":0.71400344,"about_ca_system_score_codex":0.0010582198,"about_ca_system_score_gemma":0.0030793361,"threshold_uncertainty_score":0.9998566},"labels":[],"label_agreement":null},{"id":"W3004776242","doi":"10.1891/0886-6708.vv-d-18-00081","title":"How “Conditions of Confinement” Impact “Conditions of Employment”: The Work-Related Well-Being of Provincial Correctional Officers in Atlantic Canada","year":2020,"lang":"en","type":"article","venue":"Violence and Victims","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Harassment; Stressor; Officer; Mental health; Context (archaeology); Psychology; Prison; Work (physics); Occupational safety and health; Occupational stress; Organizational culture; Applied psychology; Social psychology; Criminology; Public relations; Clinical psychology; Political science; Psychiatry","score_opus":0.016099421087545814,"score_gpt":0.31193568801399635,"score_spread":0.29583626692645054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004776242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936669,0.00014391662,0.000016355505,0.0037151629,0.00025700624,0.00058463536,0.00012754345,0.000013952142,0.0014745251],"genre_scores_gemma":[0.9992516,0.0002556264,0.000004080309,0.00023050385,0.000051803778,0.000047963873,0.000065091655,0.000009106439,0.000084244006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987496,0.00013091754,0.0004942344,0.00016406107,0.00022133859,0.00023985842],"domain_scores_gemma":[0.999019,0.00033660422,0.00033899758,0.000110329536,0.00012849504,0.00006654646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001419846,0.0001315896,0.0003058675,0.000074231866,0.00030504595,0.0000035867124,0.000111610265,0.00006693838,0.00034282892],"category_scores_gemma":[0.000074000585,0.00009434661,0.00006312682,0.00041431678,0.0001705162,0.00007507773,0.000070237285,0.00025832627,0.0000018390284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080418,0.000055945213,0.98794556,0.00013765147,0.00013294615,0.0000020612622,0.0047584395,0.00009128412,0.00073201815,0.0010176467,0.0046985843,0.0003474613],"study_design_scores_gemma":[0.0014028868,0.00033647713,0.97676045,0.0018376327,0.00012690581,0.0000010401742,0.017206248,0.000161297,0.00042451784,0.00034973325,0.0011986884,0.00019413838],"about_ca_topic_score_codex":0.18342716,"about_ca_topic_score_gemma":0.10896995,"teacher_disagreement_score":0.074457206,"about_ca_system_score_codex":0.000063578285,"about_ca_system_score_gemma":0.0005697951,"threshold_uncertainty_score":0.907289},"labels":[],"label_agreement":null},{"id":"W3005106710","doi":"","title":"Informal employment in Kazakhstan: a blessing in disguise?","year":2018,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Earnings; Blessing; Matching (statistics); Informal sector; Quarter (Canadian coin); Economics; Labour economics; Demographic economics; Economic growth; Accounting; Geography","score_opus":0.09626970652418518,"score_gpt":0.45372505100677596,"score_spread":0.35745534448259075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005106710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96240336,0.0001333572,0.0000026681203,0.010870405,0.00028129545,0.00070691865,0.0001408728,0.00001143459,0.02544967],"genre_scores_gemma":[0.9960549,0.002042852,0.0004763698,0.0006792444,0.00043134732,0.00003387291,0.0000057451607,0.000020555959,0.00025510558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99182385,0.00024329641,0.001998768,0.0010157101,0.00042333727,0.004495059],"domain_scores_gemma":[0.9939494,0.0012990136,0.00028477077,0.00057365175,0.00070807897,0.0031850475],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010880283,0.0003427478,0.00094734,0.0016547353,0.0010462004,0.00020664948,0.0010405993,0.00023782132,0.00024486764],"category_scores_gemma":[0.003304841,0.00029997743,0.00009272422,0.0012022103,0.010422814,0.001512689,0.0017480875,0.0010902196,0.000051115523],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001086947,0.00012775842,0.3686135,0.000055815482,0.000006454155,0.0000016044061,0.00020706447,0.000008095422,0.0001752373,0.62996656,0.000027024846,0.00070218864],"study_design_scores_gemma":[0.002337361,0.0008242173,0.8915649,0.00033492656,0.000010917925,0.000004856138,0.0039903508,0.005741511,0.00071045395,0.09081603,0.0032077155,0.00045678442],"about_ca_topic_score_codex":0.015370181,"about_ca_topic_score_gemma":0.009533244,"teacher_disagreement_score":0.53915054,"about_ca_system_score_codex":0.001412453,"about_ca_system_score_gemma":0.005235299,"threshold_uncertainty_score":0.9999452},"labels":[],"label_agreement":null},{"id":"W3007390964","doi":"","title":"Assessment and analysis for living wage policy implementation in Camrose, Alberta","year":2017,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wage; Labour economics; Business; Economics","score_opus":0.06643855448862472,"score_gpt":0.44613548255876206,"score_spread":0.37969692807013733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007390964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98838925,0.00008788567,0.000121350444,0.0012675058,0.00009667694,0.00041198448,0.0000056366325,0.000011816272,0.009607864],"genre_scores_gemma":[0.9875047,0.00023351487,0.00016558336,0.000005326732,0.00015692301,0.00000562167,0.000012032179,0.000007510836,0.011908782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984187,0.000519891,0.00015897001,0.00027031617,0.00025341604,0.0003786923],"domain_scores_gemma":[0.9979453,0.0012707269,0.00020219511,0.00021479605,0.0002597282,0.00010727162],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014633739,0.00008276517,0.00025280056,0.00040023946,0.0052647125,0.000047408823,0.00016878425,0.00008931077,0.00005359062],"category_scores_gemma":[0.0003257333,0.0000923796,0.0000487189,0.00020463561,0.00018569808,0.0002470282,0.00039882367,0.00047943904,0.0000015209973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044207078,0.000024897883,0.9846027,0.00010946593,0.0001737364,0.0000041153635,0.011947805,0.000003224075,0.0005602252,0.0011529636,0.00025954557,0.001117144],"study_design_scores_gemma":[0.00068807416,0.00022019133,0.96503145,0.00008769316,0.00005018877,1.7526838e-7,0.026032725,0.00024095025,0.0000049106793,0.000114886745,0.007450382,0.00007838927],"about_ca_topic_score_codex":0.05302749,"about_ca_topic_score_gemma":0.020596925,"teacher_disagreement_score":0.032430563,"about_ca_system_score_codex":0.00018696018,"about_ca_system_score_gemma":0.00018670181,"threshold_uncertainty_score":0.99727464},"labels":[],"label_agreement":null},{"id":"W3007568183","doi":"10.26522/ssj.v13i2.1836","title":"Last Bastion Nevermore! A Qualitative Exploration of the Australian Government’s Fifth National Mental Health and Suicide Prevention Plan from the Perspective of Lessening Mental Stigma and Sanism in the Workplace","year":2020,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Stigma (botany); Workforce; Inclusion (mineral); Qualitative research; Government (linguistics); Focus group; Public relations; Psychology; Nursing; Political science; Medicine; Sociology; Psychiatry; Social psychology; Social science","score_opus":0.27267868466798034,"score_gpt":0.5102452831331025,"score_spread":0.23756659846512213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007568183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.889368,0.0013820353,0.000031756266,0.106646396,0.000341711,0.0012188995,0.00032876348,0.000007717838,0.00067471527],"genre_scores_gemma":[0.99801815,0.00059669954,0.0000571667,0.0009258011,0.00024481432,0.00006899453,0.000017990631,0.000006200587,0.00006418132],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974618,0.0013855617,0.00037632568,0.0001702164,0.0004499735,0.00015614569],"domain_scores_gemma":[0.9982481,0.0012491645,0.0003564409,0.000041961786,0.00008641399,0.000017922293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009304534,0.00011080488,0.00022945889,0.000019113408,0.0011035469,0.0000050492117,0.00009007128,0.000041578314,0.0000051168618],"category_scores_gemma":[0.0006458896,0.00006784928,0.000029858988,0.00030129112,0.00034048353,0.00014966346,0.00018711305,0.00027186424,3.148479e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002083897,0.00003657912,0.022226,0.00014323306,0.00008971606,1.8741183e-7,0.9552525,0.0000036541328,0.000044890297,0.01409955,0.0077098245,0.00018544869],"study_design_scores_gemma":[0.0008039548,0.00008779335,0.11322662,0.0003329626,0.00004357772,8.278712e-8,0.8812413,0.000012802546,0.000006056645,0.003896349,0.0002963139,0.000052155923],"about_ca_topic_score_codex":0.0007770768,"about_ca_topic_score_gemma":0.0056168824,"teacher_disagreement_score":0.10865015,"about_ca_system_score_codex":0.000324777,"about_ca_system_score_gemma":0.000085132684,"threshold_uncertainty_score":0.84877026},"labels":[],"label_agreement":null},{"id":"W3008201261","doi":"10.1371/journal.pone.0229221","title":"The impact of longstanding illness and common mental disorder on competing employment exits routes in older working age: A longitudinal data-linkage study in Sweden","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"Canadian Institutes of Health Research; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Economic and Social Research Council; Innovationsfonden","keywords":"Linkage (software); Longitudinal data; Mental illness; Gerontology; Medicine; Mental health; Demography; Psychiatry; Psychology; Genetics; Biology; Sociology","score_opus":0.25222513092119997,"score_gpt":0.4325601613023072,"score_spread":0.1803350303811072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008201261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950845,0.00061413244,0.0000024332646,0.001858397,0.00004796868,0.001896159,0.000031976742,0.00003557354,0.0004288346],"genre_scores_gemma":[0.999426,0.00017385454,0.000017206628,0.000069619695,0.000088431734,0.000112675574,0.000037677244,0.000028155086,0.00004638398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976021,0.00050969067,0.00064537616,0.00038736692,0.0003939595,0.00046150322],"domain_scores_gemma":[0.99842066,0.00093759503,0.00022432323,0.00031227086,0.000029795454,0.0000753323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089144876,0.00021903403,0.00054990617,0.00008714355,0.0007404263,0.000029586048,0.00031173162,0.000056091616,0.000039509472],"category_scores_gemma":[0.0001885628,0.00014986149,0.000031528794,0.00032249867,0.00007272849,0.00012250678,0.0008794504,0.00056119723,0.0000057855486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023353506,0.0013748272,0.9583148,0.00010916825,0.00022596259,0.000024324005,0.038914315,0.000008830525,0.00009051485,0.000036556583,0.00007303544,0.0005941632],"study_design_scores_gemma":[0.0023997694,0.00040783596,0.9642998,0.0015087185,0.00004968738,1.04266284e-7,0.03067619,0.00042304388,0.000018548417,0.000031600684,0.000014410641,0.00017026687],"about_ca_topic_score_codex":0.0022618764,"about_ca_topic_score_gemma":0.013971884,"teacher_disagreement_score":0.011710008,"about_ca_system_score_codex":0.00015957837,"about_ca_system_score_gemma":0.000031374137,"threshold_uncertainty_score":0.7796639},"labels":[],"label_agreement":null},{"id":"W3008641279","doi":"10.1177/0269094220907550","title":"Putting employers to work in economic development in the Atlantic provinces of Canada","year":2020,"lang":"en","type":"article","venue":"Local Economy The Journal of the Local Economy Policy Unit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Underemployment; Workforce; Productivity; Work (physics); Debt; Workforce development; Economic growth; Quality (philosophy); Local economic development; Immigration; Face (sociological concept); Business; Economics; Labour economics; Political science; Sociology; Unemployment; Finance; Engineering","score_opus":0.04090813471196369,"score_gpt":0.3165213454142237,"score_spread":0.27561321070226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008641279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.793579,0.000106354564,0.0003411537,0.19570996,0.00024569707,0.0008979092,0.000004498844,0.0000063140687,0.009109105],"genre_scores_gemma":[0.98052084,0.000014687068,0.000049058945,0.018774124,0.00042031327,0.00003566268,6.528222e-7,0.000020961505,0.00016369452],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966856,0.0007172642,0.0016816638,0.00017518943,0.000105212006,0.0006350471],"domain_scores_gemma":[0.99746627,0.0011720443,0.0008386685,0.00027537788,0.00006528096,0.00018236403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018576453,0.00024890606,0.0006192908,0.00016011135,0.00043888466,0.00001874659,0.0013263735,0.000084157546,0.00007544449],"category_scores_gemma":[0.00018189984,0.0001372115,0.00011377752,0.00038367938,0.0001939262,0.0001635103,0.00036024005,0.0008801438,0.000025363277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010172852,0.00011679445,0.7709291,0.00041612322,0.0004612405,0.000021493353,0.06796506,0.08675947,0.0000021645133,0.014359618,0.035745654,0.022206014],"study_design_scores_gemma":[0.0034976618,0.00037553385,0.17038244,0.0010218074,0.00008936085,0.000021040616,0.05760008,0.0013181975,0.00015804211,0.006404972,0.7585027,0.0006281631],"about_ca_topic_score_codex":0.16134895,"about_ca_topic_score_gemma":0.588097,"teacher_disagreement_score":0.72275704,"about_ca_system_score_codex":0.0011987245,"about_ca_system_score_gemma":0.0042458833,"threshold_uncertainty_score":0.8442357},"labels":[],"label_agreement":null},{"id":"W3010069089","doi":"10.1007/s11205-020-02300-3","title":"Youth Unemployment, Gender and Institutions During Transition: Evidence from the Arab Spring","year":2020,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Unemployment; Youth unemployment; Geopolitics; Economics; Middle East; Demographic economics; Language change; Quality of Life Research; Politics; Labour economics; Political science; Development economics; Economic growth; Public health","score_opus":0.5036564062525103,"score_gpt":0.5176875082639636,"score_spread":0.0140311020114533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010069089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456721,0.0012339051,0.0000633906,0.049386196,0.000117546544,0.0006576806,0.00007178208,0.000092355964,0.0027050325],"genre_scores_gemma":[0.9969103,0.0006229398,0.000014424968,0.00083732716,0.0013836756,0.00012744525,0.0000092326945,0.000018214045,0.000076454286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972645,0.0009018143,0.00028717107,0.00033893544,0.0006310974,0.00057650486],"domain_scores_gemma":[0.9988951,0.000618757,0.000064737615,0.0001433821,0.000104106504,0.0001738999],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009053551,0.0001201561,0.00018106258,0.000086895416,0.006779434,0.00003626267,0.0002785603,0.00013778338,0.00020026785],"category_scores_gemma":[0.0003822964,0.00009008326,0.00005674206,0.00072070764,0.0005563431,0.00016894551,0.00038114408,0.0012486663,0.00013046997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011262457,0.000029596966,0.55571634,0.00014233781,0.00014418068,0.000009905426,0.43329653,0.0000014413639,0.00045285854,0.006173434,0.0035003794,0.00042040704],"study_design_scores_gemma":[0.000867478,0.000051031853,0.86317676,0.00026210502,0.000057546124,1.2436416e-7,0.12629105,0.000009209579,0.00015584118,0.00078406616,0.008125107,0.0002196976],"about_ca_topic_score_codex":0.0016909095,"about_ca_topic_score_gemma":0.00021668096,"teacher_disagreement_score":0.30746043,"about_ca_system_score_codex":0.00013492997,"about_ca_system_score_gemma":0.00031258477,"threshold_uncertainty_score":0.99451363},"labels":[],"label_agreement":null},{"id":"W3012105136","doi":"10.1016/s2468-2667(20)30060-8","title":"The resilience of the Spanish health system against the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":465,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Decree; Coronavirus disease 2019 (COVID-19); Pandemic; Government (linguistics); Political science; Economic growth; Geography; Demography; Medicine; Sociology; Law; Disease; Infectious disease (medical specialty)","score_opus":0.2904516735841834,"score_gpt":0.4539765487692512,"score_spread":0.1635248751850678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012105136","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025711598,0.003433103,0.00024037002,0.9615712,0.00092224014,0.0023180062,0.00009901119,0.0002739965,0.005430451],"genre_scores_gemma":[0.73924124,0.0034715286,0.000010619473,0.25526968,0.0011396207,0.00019628684,0.0000061900864,0.000023825909,0.0006409992],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904813,0.005962428,0.0010708735,0.00034966663,0.00070275535,0.001432938],"domain_scores_gemma":[0.9941572,0.002844391,0.0011123596,0.0012640005,0.0001521144,0.00046996278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012058124,0.00022282111,0.00064768916,0.000021417793,0.008596852,0.000044374123,0.001973015,0.000085710104,0.0000193419],"category_scores_gemma":[0.0022279287,0.000081672464,0.00012042479,0.000778417,0.0005411705,0.000083737104,0.00069245213,0.0012715419,0.00005360521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060934286,0.000020264444,0.20894754,0.0012571835,0.00006304734,4.787232e-7,0.04166093,0.000027242168,0.0000046414893,0.082813755,0.65977484,0.005369127],"study_design_scores_gemma":[0.00067909714,0.000099654375,0.050243147,0.00014935882,0.000006350758,0.0000025724755,0.028088532,0.00015230938,3.0715864e-7,0.00031361313,0.9201677,0.00009737831],"about_ca_topic_score_codex":0.0028429758,"about_ca_topic_score_gemma":0.003933621,"teacher_disagreement_score":0.71352965,"about_ca_system_score_codex":0.0006825525,"about_ca_system_score_gemma":0.0044959756,"threshold_uncertainty_score":0.99269384},"labels":[],"label_agreement":null},{"id":"W3012279047","doi":"10.1111/caje.12430","title":"Welfare to work and subjective well‐being: Evidence from a randomized control trial","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Welfare; Earnings; Demographic economics; Sample (material); Randomized experiment; Work (physics); Treatment and control groups; Randomized controlled trial; Economics; Term (time); Psychology; Demography; Sociology; Medicine; Finance","score_opus":0.16657265043250455,"score_gpt":0.2687237345926365,"score_spread":0.10215108416013194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012279047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87258387,0.00049931987,0.00008751008,0.122218475,0.0018376397,0.0017851538,0.00012035669,0.000011726115,0.00085597776],"genre_scores_gemma":[0.9896643,0.00014873489,0.000103531704,0.007504382,0.0021383616,0.00013990252,0.0000055822406,0.00005405652,0.00024113891],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966164,0.0005901051,0.0014460515,0.0004634499,0.000005787113,0.00087815983],"domain_scores_gemma":[0.9932532,0.002108388,0.0008341365,0.00025341328,0.00029222833,0.003258652],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013962147,0.00034816994,0.0016776563,0.00034137475,0.0006784385,0.00006819277,0.0004394831,0.00023564993,0.0007487875],"category_scores_gemma":[0.0027950958,0.00035218027,0.00029323323,0.00016117576,0.00018785369,0.00034778204,0.00005189066,0.00072463916,0.0000552399],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.51052135,0.000019476509,0.21171512,0.0001369217,0.0021112044,0.00035301482,0.08158417,0.0006824271,0.0000063443963,0.18085468,0.009837614,0.00217767],"study_design_scores_gemma":[0.79153544,0.0023993265,0.016399732,0.0016279626,0.00085425103,0.000021252454,0.011070688,0.00038794472,0.000024063072,0.079963095,0.09407437,0.0016418652],"about_ca_topic_score_codex":0.20797606,"about_ca_topic_score_gemma":0.92194885,"teacher_disagreement_score":0.7139728,"about_ca_system_score_codex":0.0013962068,"about_ca_system_score_gemma":0.0018313852,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W3012445919","doi":"10.21083/ruralreview.v2i1.6064","title":"Reporting Back: Precarious Employment","year":2018,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Presentation (obstetrics); Political science; Business; Economic growth; Medicine; Economics","score_opus":0.09783367370436802,"score_gpt":0.4371190833976928,"score_spread":0.33928540969332477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012445919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9223635,0.020721247,0.000015230042,0.009125967,0.00079696364,0.0015158794,0.000004933687,0.00018939005,0.04526685],"genre_scores_gemma":[0.6797175,0.013305229,0.0032600996,0.035543535,0.0044671227,0.0007636573,0.00047027,0.00016555167,0.26230708],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996212,0.00014634855,0.0020445704,0.0003138963,0.00034268075,0.0009405081],"domain_scores_gemma":[0.9979298,0.00012899381,0.0012424617,0.0002705019,0.00018838912,0.00023981978],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012216227,0.00040034065,0.000797899,0.00013478243,0.0016932457,0.000028653049,0.00018619666,0.00013048193,0.00084920856],"category_scores_gemma":[0.00041654613,0.00029864765,0.00009518663,0.00026414794,0.00010795744,0.00018851215,0.00028162048,0.0004968281,0.00062397803],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041210806,0.000021198744,0.82747716,0.0010762853,0.00015745497,0.000014092745,0.035250798,1.0059655e-7,0.000035452544,0.0010985509,0.0938757,0.040952004],"study_design_scores_gemma":[0.00032420526,0.000073151175,0.30586246,0.008191456,0.000041632782,0.000010903464,0.00040339175,4.0226467e-7,0.000023328466,0.000157545,0.68459845,0.0003130885],"about_ca_topic_score_codex":0.028298467,"about_ca_topic_score_gemma":0.024511004,"teacher_disagreement_score":0.59072274,"about_ca_system_score_codex":0.0007858821,"about_ca_system_score_gemma":0.0010690958,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W3012965787","doi":"10.1111/1748-8583.12271","title":"Alternative balanced scorecards built from paradigm models in strategic HRM and employment/industrial relations and used to measure the state of employment relations and HR system performance across U.S. workplaces","year":2020,"lang":"en","type":"article","venue":"Human Resource Management Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Australian Research Council","keywords":"Work systems; Industrial relations; Balanced scorecard; Operations management; Business; Work (physics); Computer science; Process management; Engineering; Economics; Management","score_opus":0.1696378425826371,"score_gpt":0.3619728176877799,"score_spread":0.1923349751051428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012965787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899184,0.00077626924,0.00034823958,0.004275535,0.000105429615,0.0014555113,0.00006560483,0.000042264404,0.0030127338],"genre_scores_gemma":[0.9984273,0.00024914884,0.00007020765,0.00020043994,0.00018836524,0.00010960995,0.000011399495,0.000029178465,0.0007143837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723035,0.00051295955,0.00086709607,0.0003907285,0.00052655826,0.00047232883],"domain_scores_gemma":[0.9987844,0.00024128007,0.0004719819,0.00020848222,0.00007181098,0.00022202943],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010741053,0.00027238313,0.0004513678,0.00014758712,0.0017575892,0.000108566564,0.00023349395,0.0000842373,0.000027902743],"category_scores_gemma":[0.000019903164,0.0002042804,0.000047147747,0.0002818261,0.00016775735,0.00022434432,0.0004329052,0.000780386,0.0000044709714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084901846,0.000089897214,0.79977244,0.00025114862,0.0009477083,0.000043985587,0.1589296,0.0227094,0.000048640715,0.009447222,0.0026510186,0.004259948],"study_design_scores_gemma":[0.016201599,0.0011747286,0.78564,0.006109559,0.00058421184,0.0000091205875,0.14876698,0.018111954,0.000018560082,0.016950067,0.0053685266,0.0010646856],"about_ca_topic_score_codex":0.0002823327,"about_ca_topic_score_gemma":0.0006512652,"teacher_disagreement_score":0.01535258,"about_ca_system_score_codex":0.00016619824,"about_ca_system_score_gemma":0.000034813795,"threshold_uncertainty_score":0.999542},"labels":[],"label_agreement":null},{"id":"W3013114250","doi":"10.2139/ssrn.3568295","title":"Compliance with Covid-19 Social-Distancing Measures in Italy: The Role of Expectations and Duration","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":175,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Social distance; Coronavirus disease 2019 (COVID-19); Compliance (psychology); Duration (music); 2019-20 coronavirus outbreak; Distancing; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Virology; Social psychology; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.062369328254056014,"score_gpt":0.37740361918212334,"score_spread":0.31503429092806734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013114250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86859065,0.009535204,0.008048329,0.11050075,0.000051032617,0.0006145891,0.00000837069,0.000035495188,0.0026155647],"genre_scores_gemma":[0.9988008,0.00036785955,0.00001934336,0.0005662105,0.00012628741,0.00002137696,0.0000020031166,0.000008818852,0.000087299246],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984768,0.00027627606,0.00033722704,0.000101893405,0.00019023448,0.000617575],"domain_scores_gemma":[0.9993646,0.0001791197,0.0002622847,0.00004563947,0.00009820732,0.00005015326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008101469,0.00007812316,0.00016280303,0.00003206152,0.0010620535,0.000008266382,0.00008779288,0.000032653745,0.000011527106],"category_scores_gemma":[0.00023754906,0.000049111233,0.000025569507,0.00018083681,0.000064496075,0.00008952617,0.00002329795,0.00090018817,0.0000028256134],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000408988,0.00003886416,0.55816555,0.00008578418,0.00020096477,0.0000020363038,0.15595289,0.000032847478,0.0011446982,0.27891576,0.000569286,0.0044823335],"study_design_scores_gemma":[0.002320995,0.00036311193,0.06709229,0.00009999269,0.000063509426,0.000014835345,0.79043555,0.00018589395,0.000049181166,0.13426813,0.004900554,0.00020596158],"about_ca_topic_score_codex":0.00015884094,"about_ca_topic_score_gemma":0.011320588,"teacher_disagreement_score":0.6344827,"about_ca_system_score_codex":0.00035398995,"about_ca_system_score_gemma":0.0012274786,"threshold_uncertainty_score":0.8168564},"labels":[],"label_agreement":null},{"id":"W3013226225","doi":"10.26522/ssj.v2020i14.1971","title":"Negotiated Precarity in the Global South: A Case Study of Migration and Domestic Work in South Africa","year":2020,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Precarity; Vulnerability (computing); Framing (construction); Formality; Sociology; Citizenship; Precarious work; Context (archaeology); Political science; Gender studies; Political economy; Work (physics); Politics; Geography; Law","score_opus":0.1958550753051259,"score_gpt":0.4685343323070051,"score_spread":0.2726792570018792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013226225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993808,0.0016318505,0.0000035876997,0.0021643518,0.00032296946,0.0012468188,0.00002137243,0.000023558054,0.0007775131],"genre_scores_gemma":[0.99915487,0.000064796965,0.000017488443,0.00027986022,0.00026937402,0.00018921595,0.0000012824157,0.000007116585,0.00001597487],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975398,0.0011063582,0.00055514195,0.00025404288,0.00021612384,0.00032853868],"domain_scores_gemma":[0.99866897,0.0009348617,0.00017778663,0.00008779567,0.00010254671,0.000028052831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006793187,0.00015762038,0.00044289877,0.00004691508,0.00061834813,0.0000053969115,0.00011000669,0.00009105679,0.0000027215776],"category_scores_gemma":[0.0016137626,0.00011837262,0.000025870468,0.0012258776,0.00017119056,0.000050212726,0.0002859681,0.0004280871,0.0000027145347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011427047,0.00010562905,0.44295606,0.00020685549,0.000034354638,0.00015352794,0.555757,0.000007370514,1.4134439e-7,0.000088035566,0.00051519036,0.00006159961],"study_design_scores_gemma":[0.0014104232,0.00012562,0.26400533,0.000083636805,0.00015676257,6.4326446e-7,0.7338776,0.000011752868,1.694983e-8,0.00018621239,0.00006191251,0.00008011088],"about_ca_topic_score_codex":0.0012900459,"about_ca_topic_score_gemma":0.024783872,"teacher_disagreement_score":0.17895071,"about_ca_system_score_codex":0.00012663033,"about_ca_system_score_gemma":0.000049575043,"threshold_uncertainty_score":0.9930113},"labels":[],"label_agreement":null},{"id":"W3013368692","doi":"","title":"What to do if you get injured or ill from work","year":2020,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Public relations; Business; Actuarial science; Psychology; Political science; Engineering","score_opus":0.049586063688477365,"score_gpt":0.30078192438872436,"score_spread":0.251195860700247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013368692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2134524,0.00049558486,0.001227845,0.09319886,0.0031368532,0.0020795104,0.00015681895,0.000692131,0.68556],"genre_scores_gemma":[0.088722974,0.00023252257,0.0010390118,0.017321162,0.00079982093,0.000007296982,0.00003703633,0.00006252955,0.89177763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982588,0.00025538568,0.00024564547,0.0004958213,0.0002261522,0.0005181491],"domain_scores_gemma":[0.9989405,0.00018814867,0.00011007817,0.00026224382,0.00013291907,0.00036609266],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006921868,0.0002497492,0.00035953085,0.00006951486,0.0005957383,0.000046420795,0.00042902445,0.0001739032,0.16430812],"category_scores_gemma":[0.00006339243,0.00022036064,0.000090649395,0.0008318046,0.00004892306,0.00044883095,0.0007682287,0.00038969287,0.0021058978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028465255,0.00007379497,0.31467518,0.00011202271,0.00033325565,0.00024682452,0.05695418,0.000014260713,0.00007268727,0.0009190722,0.20077497,0.4229772],"study_design_scores_gemma":[0.0011783662,0.0001416918,0.017414998,0.00025316796,0.00006241152,6.746162e-8,0.03702248,0.0000040527284,0.000014101445,0.00006441324,0.94356996,0.00027427296],"about_ca_topic_score_codex":0.00029689985,"about_ca_topic_score_gemma":0.00051115884,"teacher_disagreement_score":0.742795,"about_ca_system_score_codex":0.00013890964,"about_ca_system_score_gemma":0.000077597375,"threshold_uncertainty_score":0.99867105},"labels":[],"label_agreement":null},{"id":"W3013450961","doi":"10.1007/s11126-020-09739-0","title":"Transitional Employment and Psychological Distress: a Longitudinal Study","year":2020,"lang":"en","type":"article","venue":"Psychiatric Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Coping (psychology); Unemployment; Distress; Psychology; Longitudinal study; Mental health; Clinical psychology; Psychological distress; Social support; Association (psychology); Psychological intervention; Longitudinal data; Psychiatry; Medicine; Demography; Social psychology","score_opus":0.0993690054175227,"score_gpt":0.4143144265747025,"score_spread":0.31494542115717983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013450961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615859,0.00041026957,0.00072219485,0.032790914,0.00052983465,0.0010669256,0.000054905322,0.0001893895,0.0026496737],"genre_scores_gemma":[0.9967259,0.000024147295,0.00018704904,0.0017990832,0.00083448447,0.00022831342,0.000017274353,0.000019051748,0.0001647063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979436,0.0002945269,0.0005110612,0.00053180533,0.00030596575,0.00041308178],"domain_scores_gemma":[0.9992914,0.00013367286,0.00011295074,0.00017005332,0.000057705456,0.00023417315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018883261,0.00022400735,0.00032149794,0.00005713884,0.00074390206,0.000016833346,0.00014322111,0.00008687471,0.0005230056],"category_scores_gemma":[0.000012122771,0.00017518141,0.0000781526,0.0002679138,0.000062514184,0.000089985944,0.00002776852,0.00040324492,0.00022497113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026813257,0.00082399644,0.9483452,0.000062093546,0.000089621026,0.000017902303,0.01997352,1.6288456e-7,0.000005912028,0.0012839605,0.023224032,0.005905484],"study_design_scores_gemma":[0.0027148484,0.0044966266,0.97747004,0.000014252981,0.00009611385,0.0000023070065,0.010405287,0.000011106868,4.1187445e-8,0.0014325037,0.003128069,0.00022878879],"about_ca_topic_score_codex":0.00007683493,"about_ca_topic_score_gemma":0.00012801815,"teacher_disagreement_score":0.035139997,"about_ca_system_score_codex":0.000021119857,"about_ca_system_score_gemma":0.000015369344,"threshold_uncertainty_score":0.71436906},"labels":[],"label_agreement":null},{"id":"W3013484802","doi":"10.3390/ijerph17072203","title":"Provincial Correctional Service Workers: The Prevalence of Mental Disorders","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Manitoba; University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Environmental health; Service (business); Mental health; Medicine; Mental health service; Occupational safety and health; Business; Medical emergency; Psychiatry; Marketing; Pathology","score_opus":0.12343971504789909,"score_gpt":0.4501394217929098,"score_spread":0.3266997067450107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013484802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7313364,0.00095479283,0.00005488137,0.26574802,0.0006089149,0.00039258818,0.00022642483,0.0000045974825,0.0006733366],"genre_scores_gemma":[0.9926089,0.003963166,0.000033022065,0.0024565868,0.00058765995,0.00001864756,0.000009748828,0.000008399823,0.0003138476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972556,0.00054262666,0.0005339359,0.00012602055,0.0012076399,0.00033414277],"domain_scores_gemma":[0.9986526,0.0004975226,0.00034507902,0.00006107013,0.00016046954,0.0002832999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017696877,0.00007919836,0.00014531355,0.00009702456,0.000506398,0.000017478707,0.0004125478,0.00003910421,0.0007378089],"category_scores_gemma":[0.0002843038,0.000053127264,0.000046076148,0.00013025805,0.00026026982,0.00023925166,0.00033338662,0.0006655461,0.000012442034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045515373,0.00036204347,0.9276661,0.0001931751,0.00016109948,0.0000025594675,0.013254049,0.0000016543346,0.00010934846,0.0005378474,0.025466714,0.031790208],"study_design_scores_gemma":[0.0014657527,0.0012010667,0.7691088,0.00018368768,0.000005213202,0.000011299766,0.02352187,0.00006994098,0.000008802543,0.00062044035,0.20371903,0.00008411676],"about_ca_topic_score_codex":0.00031477428,"about_ca_topic_score_gemma":0.0001913736,"teacher_disagreement_score":0.26329145,"about_ca_system_score_codex":0.00026046863,"about_ca_system_score_gemma":0.00054790935,"threshold_uncertainty_score":0.807849},"labels":[],"label_agreement":null},{"id":"W3013763933","doi":"10.5206/fpq/2020.1.8063","title":"Care Workers on Strike","year":2020,"lang":"en","type":"article","venue":"Feminist Philosophy Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blame; Care work; Moral responsibility; Political science; Public relations; Psychology; Business; Social psychology; Law; Work (physics)","score_opus":0.07511748139075106,"score_gpt":0.37066977603563717,"score_spread":0.2955522946448861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013763933","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14914323,0.00038224913,0.00002433715,0.081473604,0.0014465983,0.0011710846,0.00021589706,0.00064388284,0.7654991],"genre_scores_gemma":[0.984816,0.000004733641,0.000044500237,0.011910854,0.00241095,0.00013078203,0.000053603788,0.000044789045,0.0005837658],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814755,0.00017128233,0.00044386357,0.00043195926,0.00031356938,0.0004917864],"domain_scores_gemma":[0.99895924,0.0002187371,0.00016206331,0.00031104407,0.00009041635,0.00025847348],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007802834,0.00026517833,0.00034069995,0.00005258482,0.0008995943,0.000014275924,0.00026135414,0.00015827258,0.00037523723],"category_scores_gemma":[0.000035112596,0.00023160363,0.00013197846,0.00022040606,0.000084550775,0.00006057517,0.00004165302,0.000589003,0.0026377826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011698809,0.00017733542,0.3450402,0.0013257515,0.00026699572,0.000113322065,0.31905192,0.0000024393348,0.0000684514,0.07612562,0.24013412,0.016523931],"study_design_scores_gemma":[0.0054691467,0.011080585,0.04447646,0.0013017649,0.0001589716,9.3571026e-7,0.18233317,0.00001154487,0.000040553063,0.018104218,0.7355457,0.0014769513],"about_ca_topic_score_codex":0.000027624403,"about_ca_topic_score_gemma":0.000010911189,"teacher_disagreement_score":0.8356728,"about_ca_system_score_codex":0.00007687157,"about_ca_system_score_gemma":0.00008878101,"threshold_uncertainty_score":0.9981388},"labels":[],"label_agreement":null},{"id":"W3013772472","doi":"","title":"Organizational justice, sensitivity to injustice and the experience of stress.","year":2003,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Injustice; Organizational justice; Economic Justice; Sensitivity (control systems); Political science; Social psychology; Psychology; Organizational commitment; Law; Engineering","score_opus":0.02849896914451393,"score_gpt":0.29817598528859834,"score_spread":0.2696770161440844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013772472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823709,0.00011707702,0.0010386388,0.00838429,0.00015188914,0.00033741424,0.00002930949,0.000015532041,0.0075549236],"genre_scores_gemma":[0.99797547,0.0001036536,0.00022891042,0.00025005065,0.000030813706,3.5394152e-7,0.0000017307618,0.0000043123678,0.0014047184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990621,0.0004357906,0.00010386241,0.000102849684,0.00015744918,0.00013794172],"domain_scores_gemma":[0.99843776,0.0009217941,0.00012641874,0.00023038143,0.00024608287,0.00003756921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005355104,0.00006427238,0.00016037124,0.000033750013,0.0009366986,0.0000015469751,0.00016526067,0.00003813093,0.00014911505],"category_scores_gemma":[0.00059229846,0.00004445686,0.000026674048,0.00026883645,0.00037411207,0.000057003985,0.00030578233,0.000119080134,0.000016117883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008779764,0.00011887825,0.20953849,0.00056835345,0.00020228614,0.000009663022,0.37762818,0.0000974362,0.015126523,0.38102436,0.014578543,0.00022930793],"study_design_scores_gemma":[0.001819328,0.00006106284,0.62134373,0.00008846736,0.00038682623,0.0000018871767,0.36960137,0.00008199451,0.0002139842,0.0022810532,0.0039785183,0.00014176413],"about_ca_topic_score_codex":0.0010623429,"about_ca_topic_score_gemma":0.0005464044,"teacher_disagreement_score":0.41180527,"about_ca_system_score_codex":0.000017082952,"about_ca_system_score_gemma":0.00005985134,"threshold_uncertainty_score":0.7204423},"labels":[],"label_agreement":null},{"id":"W3013944607","doi":"10.1186/s12889-020-08491-1","title":"Managing mental health: why we need to redress the balance between healthcare spending and social spending","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Health care; Medicine; Public health; Population; Health policy; Environmental health; Gerontology; Public economics; Psychiatry; Economic growth; Economics; Nursing","score_opus":0.23706342045686032,"score_gpt":0.4474737710160898,"score_spread":0.2104103505592295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013944607","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042847916,0.0017124418,0.001343906,0.9493513,0.0007494525,0.0024676942,0.00019465332,0.00030702588,0.0010255895],"genre_scores_gemma":[0.9073002,0.0010555558,0.0005358707,0.087761335,0.002652572,0.00013823393,0.00013732092,0.000078586396,0.00034037637],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939188,0.0017663891,0.0011113464,0.00068658666,0.0005908916,0.0019259868],"domain_scores_gemma":[0.99755293,0.00049883686,0.00054607174,0.0002798557,0.00006829632,0.0010540286],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003132069,0.00034314278,0.0008195918,0.00018163028,0.0066305664,0.000096480784,0.00045065253,0.00012220442,0.000104721774],"category_scores_gemma":[0.00017765509,0.0002757907,0.00008893095,0.0007083633,0.0000941341,0.00029199917,0.00075906207,0.0009546674,0.00009886138],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044133936,0.000019145798,0.6937671,0.0019639125,0.00005004029,0.0000014102683,0.0965606,3.4260924e-7,0.0000033907836,0.014475796,0.17673457,0.016379563],"study_design_scores_gemma":[0.0013311899,0.00032160312,0.26401907,0.0004716153,0.000007958198,0.0000016914074,0.067231484,0.00009350685,8.6577603e-7,0.0005351703,0.66561055,0.00037526042],"about_ca_topic_score_codex":0.002962449,"about_ca_topic_score_gemma":0.001755094,"teacher_disagreement_score":0.86445224,"about_ca_system_score_codex":0.0008338178,"about_ca_system_score_gemma":0.00076813565,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W3014028791","doi":"10.26522/ssj.v2020i14.2251","title":"Elimi(Nation): Canada’s “Post-Settler” Embrace of Disposable Migrant Labour","year":2020,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Harvard University","keywords":"Citizenship; Colonialism; Immigration; Sociology; Argument (complex analysis); Living wage; Legislation; Wage; Power (physics); Political science; Political economy; Labour economics; Economics; Law; Politics","score_opus":0.11153800202555447,"score_gpt":0.4267937772919909,"score_spread":0.31525577526643644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014028791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6447281,0.0074162968,0.000029478697,0.2944026,0.006060197,0.0014860127,0.00072309264,0.0001504657,0.045003753],"genre_scores_gemma":[0.9830397,0.00073352986,0.00007804295,0.009716326,0.0017632546,0.0000967131,0.000017372777,0.000026218037,0.0045288387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980953,0.00026316525,0.0005730415,0.00024294174,0.00036494105,0.00046060907],"domain_scores_gemma":[0.99819213,0.00083609775,0.0002413933,0.000096003765,0.000570734,0.00006364783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030818718,0.0001744217,0.00050432445,0.000035331333,0.0012164349,0.0000023969135,0.00018334661,0.00008582952,0.00008574965],"category_scores_gemma":[0.0018502817,0.00015749867,0.00005348228,0.0003873374,0.00016753015,0.00007500973,0.0003124278,0.0003254996,0.000017921895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021647492,0.00006808154,0.048449535,0.003849508,0.00035409667,0.00002630737,0.17796718,0.000018141585,0.00015747471,0.022115441,0.7460594,0.0007183453],"study_design_scores_gemma":[0.001839588,0.000121980556,0.09419663,0.00029468632,0.00038747725,1.6755783e-7,0.44283813,0.00002138367,0.000032609692,0.00075097766,0.45910576,0.0004106127],"about_ca_topic_score_codex":0.14366296,"about_ca_topic_score_gemma":0.65635574,"teacher_disagreement_score":0.51269275,"about_ca_system_score_codex":0.00026480824,"about_ca_system_score_gemma":0.0005773386,"threshold_uncertainty_score":0.93559563},"labels":[],"label_agreement":null},{"id":"W3014765711","doi":"10.12968/bjom.2020.28.4.220","title":"What is a professional midwifery advocate?","year":2020,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Obstetrics; Nursing; Professional development; Sociology; Psychology; Medical education; Medicine","score_opus":0.06454995679598634,"score_gpt":0.3862766291530655,"score_spread":0.32172667235707914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014765711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85457313,0.037852474,0.0000970902,0.095861554,0.007987938,0.0005894349,0.00004490133,0.0000923759,0.0029010954],"genre_scores_gemma":[0.89670074,0.029585447,0.00038370703,0.05478264,0.0059161186,0.000047558795,0.000016833703,0.0000992167,0.01246773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966814,0.00051802286,0.0012655755,0.0002632176,0.0006895997,0.00058217015],"domain_scores_gemma":[0.9976687,0.00040550227,0.00072886166,0.00013180716,0.0006462599,0.0004189055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008695749,0.00021923079,0.00063261174,0.00009051603,0.00088574144,0.00007151323,0.0003984947,0.00022613713,0.0021729067],"category_scores_gemma":[0.000424361,0.00021403546,0.00029767377,0.0002665284,0.00010878011,0.0010411403,0.0002648426,0.0014751015,0.00030398453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038391017,0.00018116523,0.043201856,0.00040662676,0.0002587608,0.0008852349,0.009212875,0.0000019604502,0.00033970684,0.000119985096,0.9180464,0.026961494],"study_design_scores_gemma":[0.0060464772,0.0007463686,0.17275244,0.0114691,0.00024763713,0.000826562,0.04199268,0.000026885858,0.00034112236,0.0022249895,0.7624597,0.00086603407],"about_ca_topic_score_codex":0.00004201358,"about_ca_topic_score_gemma":0.00002943814,"teacher_disagreement_score":0.15558672,"about_ca_system_score_codex":0.00007838391,"about_ca_system_score_gemma":0.00047735407,"threshold_uncertainty_score":0.99873924},"labels":[],"label_agreement":null},{"id":"W3014807421","doi":"10.1007/978-3-030-05031-3_39-1","title":"Precarious Employment Conditions, Exploitation, and Health in Two Global Regions: Latin America and the Caribbean and East Asia","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Waterloo; University of Toronto","funders":"","keywords":"Latin Americans; Context (archaeology); Political science; Development economics; Extant taxon; Geography; Economic growth; Economics","score_opus":0.0791421953556597,"score_gpt":0.3984588417377003,"score_spread":0.3193166463820406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014807421","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000936038,0.024068017,0.00016608034,0.5623382,0.0004161305,0.006634089,0.0007128544,0.00027355508,0.40445504],"genre_scores_gemma":[0.4184096,0.065656625,0.0015225903,0.08082895,0.00145607,0.0025265682,0.0012911145,0.00035136644,0.42795712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979387,0.00026085658,0.00073248293,0.0005145166,0.00021009233,0.0003433801],"domain_scores_gemma":[0.9987482,0.0003420317,0.0004011005,0.00022283863,0.00009111997,0.00019470794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030556796,0.00036389008,0.0007452553,0.00007774752,0.0010056542,0.000028301201,0.000085527405,0.0001283742,0.000088702545],"category_scores_gemma":[0.00005732581,0.00025755612,0.00004729053,0.00006653213,0.00051481,0.00007696114,0.0003235366,0.000555518,0.000018159295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009701902,0.000014018748,0.030734012,0.00020295987,0.00016816333,0.000006084153,0.013967069,3.7727904e-7,1.1575489e-7,0.84832644,0.10191406,0.0045696897],"study_design_scores_gemma":[0.008390006,0.00040650787,0.107193895,0.0016100452,0.00022202355,0.000010877728,0.019121699,0.000037884474,6.594389e-8,0.28533638,0.57688123,0.00078937743],"about_ca_topic_score_codex":0.004793588,"about_ca_topic_score_gemma":0.016491748,"teacher_disagreement_score":0.56299007,"about_ca_system_score_codex":0.0001858172,"about_ca_system_score_gemma":0.00021310215,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W3015591537","doi":"10.7202/1076383ar","title":"TRADE INDUCED MORTALITY","year":2021,"lang":"en","type":"article","venue":"L Actualité économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Liberian dollar; Blue collar; Exploit; Inequality; Mortality rate; Demographic economics; Economics; Geography; Demography","score_opus":0.2093128742096421,"score_gpt":0.4236164776406462,"score_spread":0.2143036034310041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015591537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90703833,0.00007057524,0.000026398198,0.01230659,0.0006717493,0.00027306651,0.000023442835,0.00015364231,0.07943622],"genre_scores_gemma":[0.9849219,0.00007814699,0.00006373305,0.008288378,0.0004955297,0.00014670037,0.00003697984,0.000024617839,0.0059440318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998307,0.00043300536,0.00047204204,0.00031270858,0.000055109114,0.00042015358],"domain_scores_gemma":[0.99886477,0.00044334301,0.00012560727,0.000393379,0.00005674548,0.00011613787],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003785337,0.00016155484,0.0003302057,0.000030956544,0.00046485756,0.000010753105,0.000118437056,0.00020106346,0.0014243542],"category_scores_gemma":[0.00024680438,0.00014828883,0.00010139035,0.00010563319,0.000031642587,0.0001227918,0.0001495425,0.0004202411,0.00028516442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043053013,0.00023145377,0.60216564,0.00032102695,0.0004896532,0.00006834667,0.019656671,0.0000011358193,0.006012512,0.31514835,0.048832227,0.007029912],"study_design_scores_gemma":[0.0009498013,0.000040441544,0.6592371,0.00008860587,0.000046883804,0.0000020552002,0.0055215834,0.0000053963317,0.0048787417,0.017799852,0.31107336,0.00035614893],"about_ca_topic_score_codex":0.0005545838,"about_ca_topic_score_gemma":0.0012360449,"teacher_disagreement_score":0.2973485,"about_ca_system_score_codex":0.00014136381,"about_ca_system_score_gemma":0.0002757149,"threshold_uncertainty_score":0.9994885},"labels":[],"label_agreement":null},{"id":"W3015971772","doi":"10.14738/abr.82.7804","title":"Wage Inequality, Firm Size and Gender: The Case of CANADA","year":2020,"lang":"en","type":"article","venue":"Archives of Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Wage inequality; Inequality; Economics; Wage; Labour economics; Gender inequality; Demographic economics","score_opus":0.24041903105810278,"score_gpt":0.4633696405606565,"score_spread":0.22295060950255371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015971772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422341,0.0007106327,0.000031579635,0.042139415,0.000055627133,0.00049168314,0.0000801149,0.00000961971,0.01424721],"genre_scores_gemma":[0.9986304,0.00038872173,0.000057987796,0.0003000136,0.00010137104,0.000031750973,0.0000031727611,0.000011944525,0.00047466147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979542,0.00078680186,0.00035171278,0.00017860532,0.0003270984,0.00040158888],"domain_scores_gemma":[0.993291,0.005994616,0.00009224508,0.00023573825,0.00027915396,0.00010722731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067833177,0.00008671974,0.00024438856,0.000046080484,0.00077555317,0.0000039119823,0.00022998986,0.00002898027,0.000101841295],"category_scores_gemma":[0.0021878267,0.000055716908,0.000023242097,0.00040494747,0.000451123,0.00003865823,0.0008517087,0.0004160478,0.0000015174967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001184292,0.0001936376,0.6850658,0.011730313,0.00044451808,0.0010174542,0.1755322,0.000033944758,0.008080556,0.026120642,0.064877614,0.025719024],"study_design_scores_gemma":[0.0009063831,0.000086804095,0.9621138,0.00015567185,0.000016973941,0.00000826997,0.02101647,0.00018741345,0.0001878628,0.006304312,0.00888445,0.00013159733],"about_ca_topic_score_codex":0.39074886,"about_ca_topic_score_gemma":0.2718975,"teacher_disagreement_score":0.277048,"about_ca_system_score_codex":0.0000128014035,"about_ca_system_score_gemma":0.0006768039,"threshold_uncertainty_score":0.7413885},"labels":[],"label_agreement":null},{"id":"W3016010946","doi":"10.1073/pnas.1918249117","title":"Rising between-workplace inequalities in high-income countries","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"European Social Fund; Agence Nationale de la Recherche; Norges Forskningsråd; Akademie Věd České Republiky; FP7 Ideas: European Research Council; Alexander von Humboldt-Stiftung; National Science Foundation","keywords":"Inequality; Demographic economics; Labour economics; Economics; Mathematics; Mathematical analysis","score_opus":0.12259409994699474,"score_gpt":0.4139873305272903,"score_spread":0.29139323058029554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016010946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9171208,0.00016015358,5.806548e-7,0.077174194,0.000028907718,0.00022000998,0.00003195166,0.000019182851,0.0052442057],"genre_scores_gemma":[0.9979405,0.000050736555,0.00019502507,0.0013193768,0.00024580772,0.000014074283,1.433788e-7,0.0000039244965,0.00023044864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981401,0.000025431502,0.00053476886,0.00017968674,0.00090423605,0.00021578195],"domain_scores_gemma":[0.99859595,0.0006513261,0.0004795981,0.000004520364,0.00023580031,0.000032772976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017737334,0.000087758715,0.00024399368,0.00011238117,0.00052759313,0.000008331761,0.00050237204,0.00008783684,0.000030355835],"category_scores_gemma":[0.0010654409,0.0000576376,0.000037372538,0.00075128005,0.00057440676,0.0003716638,0.00027172558,0.0003138641,0.0000050008002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001478769,0.000004421068,0.8865761,0.0002741772,0.000009370152,2.4656404e-9,0.0033779433,0.000009193954,0.00052066357,0.10728392,0.001905892,0.000023530794],"study_design_scores_gemma":[0.0003565492,0.00004647123,0.9264897,0.0005982789,0.000011102637,9.857166e-8,0.0037945446,0.000044643395,0.00402112,0.062278245,0.0022580754,0.000101184014],"about_ca_topic_score_codex":0.000051811625,"about_ca_topic_score_gemma":5.85436e-7,"teacher_disagreement_score":0.08081965,"about_ca_system_score_codex":0.000048344802,"about_ca_system_score_gemma":0.00005172802,"threshold_uncertainty_score":0.40578732},"labels":[],"label_agreement":null},{"id":"W3016260158","doi":"10.1016/j.jaac.2020.03.006","title":"Editorial: When Child Soldiers Grow Up: A Longitudinal Analysis of Postwar Adult Mental Health and Social Functioning","year":2020,"lang":"en","type":"editorial","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Psychology; Social functioning; Psychiatry; Longitudinal study; Developmental psychology; Clinical psychology; Medicine","score_opus":0.016881988303012064,"score_gpt":0.35066634148289166,"score_spread":0.3337843531798796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016260158","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036449025,0.00415847,0.000018558248,0.19851461,0.7923581,0.0005813078,0.0006031094,0.000027455471,0.00009350567],"genre_scores_gemma":[0.015302201,0.006096274,0.00013335679,0.008456408,0.9697628,0.000007123538,0.000081084785,0.00009731827,0.000063454114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924159,0.0010959061,0.0028534858,0.00053941953,0.0023650462,0.00073022227],"domain_scores_gemma":[0.9863744,0.00028924123,0.012267069,0.00023313309,0.0004812069,0.0003549553],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001238198,0.0006416339,0.003059119,0.00068741624,0.0017299659,0.00001907117,0.0009784033,0.00057460536,0.000027342607],"category_scores_gemma":[0.00036889946,0.00047640796,0.0014121364,0.0010108443,0.000742563,0.00019781111,0.0005401061,0.0066371197,0.0000019600268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019574908,0.00018470753,0.13221039,0.00090318214,0.004852713,1.6544996e-7,0.0036680265,0.0000034341394,0.0000026035673,0.00007259098,0.8558592,0.00028546806],"study_design_scores_gemma":[0.002695243,0.0007480048,0.13709703,0.004158962,0.0038161553,0.0000029840614,0.0063800123,0.0000037355815,0.0000013574303,0.00011680284,0.8445425,0.00043720484],"about_ca_topic_score_codex":0.00024282097,"about_ca_topic_score_gemma":0.000080815946,"teacher_disagreement_score":0.1900582,"about_ca_system_score_codex":0.0003540421,"about_ca_system_score_gemma":0.0010342218,"threshold_uncertainty_score":0.99976873},"labels":[],"label_agreement":null},{"id":"W3016586811","doi":"10.1136/bmj.m1546","title":"Covid-19 is an opportunity for gender equality within the workplace and at home","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Data science; Computer science; Virology; Outbreak","score_opus":0.4334371608959708,"score_gpt":0.5062099688448397,"score_spread":0.07277280794886892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016586811","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4077266,0.00033799236,0.0008025491,0.57884485,0.000380101,0.002535382,0.00021359697,0.00017034268,0.008988573],"genre_scores_gemma":[0.8082883,0.000046583886,0.00019386726,0.18052828,0.00069391617,0.00037740983,0.000036907477,0.00002282693,0.009811926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986517,0.00045820992,0.00029353396,0.00021923578,0.00013872344,0.0002385958],"domain_scores_gemma":[0.9985438,0.00058295415,0.0001561923,0.00021674809,0.000054233748,0.000446089],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013758714,0.000105055646,0.00017532379,0.000010359975,0.0014971329,0.000007667064,0.00011453514,0.00008252538,0.0004911011],"category_scores_gemma":[0.0008973436,0.00006716749,0.000035029723,0.000068181296,0.00007744785,0.000060042472,0.00024287874,0.00018876276,0.000031456533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025507453,0.0000156707,0.17738506,0.00042558004,0.000039635488,0.0000016857845,0.06833558,0.0000013704508,0.000017374634,0.005553612,0.74781966,0.0001496673],"study_design_scores_gemma":[0.0023808375,0.00023249963,0.086295836,0.00003264989,0.0000801814,0.0000015107377,0.045278657,0.00029166043,0.000017473232,0.014881708,0.850119,0.00038801163],"about_ca_topic_score_codex":0.00017776103,"about_ca_topic_score_gemma":0.00035873783,"teacher_disagreement_score":0.4005617,"about_ca_system_score_codex":0.00006625544,"about_ca_system_score_gemma":0.000306982,"threshold_uncertainty_score":0.99980277},"labels":[],"label_agreement":null},{"id":"W3016801495","doi":"10.1186/s12889-020-08624-6","title":"Informal workplaces and their comparative effects on the health of street vendors and home-based garment workers in Yangon, Myanmar: a qualitative study","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Open Society Foundations","keywords":"Biostatistics; Medicine; Public health; Environmental health; Qualitative research; Epidemiology; Nursing; Social science; Pathology; Sociology","score_opus":0.15037217723523283,"score_gpt":0.44454847390506363,"score_spread":0.2941762966698308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016801495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9053092,0.0007778416,0.00006555113,0.08993342,0.00009386475,0.0035182445,0.000045063032,0.000044766166,0.00021207405],"genre_scores_gemma":[0.99099886,0.000075385324,0.000059048045,0.008340858,0.00005958504,0.00040833864,0.000017955024,0.000014964986,0.000024975385],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9930364,0.0047678663,0.0008521227,0.00033252398,0.00029798882,0.00071312016],"domain_scores_gemma":[0.9941747,0.004601569,0.00056528277,0.00019822989,0.00007998657,0.00038022498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040434496,0.0002653045,0.0008119059,0.00016465505,0.000745299,0.0000187242,0.0001516558,0.000057974117,0.000013009585],"category_scores_gemma":[0.00029976136,0.00016118532,0.00003889672,0.0005544609,0.0001573545,0.0001226309,0.00016651361,0.00054604287,0.0000039832803],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028220162,0.00016567862,0.56594944,0.00065394584,0.00004746794,3.348909e-7,0.42685127,0.0000034377522,1.6307816e-7,0.0007138323,0.0038365202,0.0014957002],"study_design_scores_gemma":[0.002492928,0.002681256,0.45571172,0.00031335105,0.000002515793,4.0011745e-8,0.5371563,0.00007398646,0.000001239934,0.000038078317,0.0014237334,0.00010485474],"about_ca_topic_score_codex":0.0021097837,"about_ca_topic_score_gemma":0.008483112,"teacher_disagreement_score":0.11030502,"about_ca_system_score_codex":0.00018441805,"about_ca_system_score_gemma":0.001341503,"threshold_uncertainty_score":0.6572947},"labels":[],"label_agreement":null},{"id":"W3017090433","doi":"10.1080/13636820.2020.1744692","title":"Canada’s high rate of short-cycle tertiary education attainment: a reflection of the role of its community colleges in vocational education and training","year":2020,"lang":"en","type":"article","venue":"Journal of Vocational Education and Training","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Workforce; Vocational education; Educational attainment; Higher education; Political science; Population; Economic growth; Training (meteorology); Medical education; Sociology; Pedagogy; Geography; Medicine; Demography; Economics","score_opus":0.07407041595009506,"score_gpt":0.3911895863902137,"score_spread":0.3171191704401186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017090433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725086,0.0016027661,0.000015905393,0.021570304,0.0005819701,0.00034127082,0.000022493079,0.0000031203613,0.0033535352],"genre_scores_gemma":[0.99767053,0.00018157692,0.00032992775,0.0013476171,0.00025768383,0.000037890375,0.000030250778,0.000010778533,0.00013371963],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979978,0.00054418866,0.0009435345,0.00010841065,0.00027740884,0.00012862115],"domain_scores_gemma":[0.9975546,0.000492228,0.00092633313,0.000097515105,0.0008345978,0.00009472533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093497883,0.00011662227,0.00028898532,0.0001718303,0.0003633969,0.0000058742553,0.00013814462,0.0000674311,0.00003669698],"category_scores_gemma":[0.0006278207,0.000099998564,0.000041309762,0.000322785,0.00009274062,0.00021678531,0.00004257171,0.00040070017,1.3578436e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028453057,0.0015760965,0.34151942,0.0011630391,0.00024082373,1.1244554e-7,0.23026866,0.000106354666,0.011125685,0.044918798,0.0036505808,0.3651459],"study_design_scores_gemma":[0.0003472283,0.00007768592,0.8730899,0.0006667151,0.000048231035,0.0000056773883,0.119455144,0.000049758182,0.00044388,0.0028060025,0.0029320093,0.00007773212],"about_ca_topic_score_codex":0.015820507,"about_ca_topic_score_gemma":0.013764186,"teacher_disagreement_score":0.5315705,"about_ca_system_score_codex":0.000181532,"about_ca_system_score_gemma":0.012949992,"threshold_uncertainty_score":0.9926457},"labels":[],"label_agreement":null},{"id":"W3017263980","doi":"10.1017/s1474746420000172","title":"Examining Attitudes towards Welfare in an In/Security Regime: Evidence from Ghana","year":2020,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Distrust; Welfare; Government (linguistics); Politics; Preference; Public opinion; Welfare state; Public economics; Political science; Social security; Public policy; Development economics; Economics; Economic growth; Business; Market economy","score_opus":0.19629200799955468,"score_gpt":0.4576759621074314,"score_spread":0.26138395410787674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017263980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92815,0.000543637,0.000004044365,0.06936579,0.00008724125,0.00027114915,0.00003968964,0.00006825337,0.0014702107],"genre_scores_gemma":[0.99173206,0.0005922237,0.00006354654,0.005388092,0.0020986218,0.000048320417,0.000013200529,0.000015670705,0.00004827716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832565,0.0003828064,0.00032783623,0.00033450758,0.00018309698,0.0004461173],"domain_scores_gemma":[0.9994097,0.00023546892,0.00009806622,0.00009179389,0.000046750436,0.0001182205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043530844,0.00015709994,0.00034338774,0.00002457865,0.00096492394,0.000017090964,0.00014785607,0.00026469695,0.000058473255],"category_scores_gemma":[0.00047949556,0.00015281767,0.0000719155,0.00034088476,0.00014941445,0.00027793084,0.00025057426,0.0006239712,0.000006460494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024160934,0.000025556492,0.6013386,0.00013015544,0.000022728285,0.0000026281914,0.39093155,1.9475813e-7,0.000057054636,0.0027724,0.003162688,0.0015322807],"study_design_scores_gemma":[0.00060875685,0.0000542596,0.9165116,0.000153468,0.000009977001,2.264341e-8,0.079172455,0.000032160875,0.0000044015674,0.001824622,0.0014593848,0.00016888112],"about_ca_topic_score_codex":0.021959817,"about_ca_topic_score_gemma":0.004641084,"teacher_disagreement_score":0.315173,"about_ca_system_score_codex":0.00015436702,"about_ca_system_score_gemma":0.00018769158,"threshold_uncertainty_score":0.98455304},"labels":[],"label_agreement":null},{"id":"W3017309712","doi":"10.1111/cjag.12233","title":"Labor issues and COVID‐19","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protectionism; Unemployment; Closing (real estate); Coronavirus disease 2019 (COVID-19); Pandemic; Business; Foreign direct investment; Economics; Labour economics; Investment (military); Food security; International trade; Agriculture; Economic policy; Economic growth; Political science; Finance","score_opus":0.07188578492889726,"score_gpt":0.27670045960361506,"score_spread":0.2048146746747178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017309712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8120649,0.0015147241,0.0000022377592,0.18282615,0.0008566812,0.00028405932,0.00023079023,0.000015035214,0.0022054526],"genre_scores_gemma":[0.9793317,0.00063600315,0.000096202944,0.0147833135,0.0023848217,0.000015481266,0.000030158959,0.000027646456,0.0026946838],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771357,0.000109537854,0.0009804218,0.00032162765,0.000012915348,0.00086190336],"domain_scores_gemma":[0.99425524,0.00021647447,0.00065960997,0.00013141024,0.0002227871,0.0045144483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003665933,0.00028858535,0.000701206,0.00015866112,0.0008687382,0.00005927963,0.0003654022,0.00016993062,0.001027127],"category_scores_gemma":[0.00048203827,0.0002348175,0.00014506848,0.00011581962,0.00015282352,0.00043239255,0.000051075764,0.0005257796,0.00010421872],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016093554,0.0000125722,0.4470842,0.00047963858,0.00073424773,0.0002544888,0.057113823,0.00071611063,0.000068355366,0.083746925,0.40746313,0.0021655776],"study_design_scores_gemma":[0.0012960407,0.00040355182,0.21192661,0.000074435855,0.00008532242,0.00011211237,0.019227795,0.000024295006,0.000007585937,0.0022152758,0.7641502,0.00047680116],"about_ca_topic_score_codex":0.07016805,"about_ca_topic_score_gemma":0.8251832,"teacher_disagreement_score":0.75501513,"about_ca_system_score_codex":0.0012965482,"about_ca_system_score_gemma":0.0015468055,"threshold_uncertainty_score":0.9998861},"labels":[],"label_agreement":null},{"id":"W3018065504","doi":"10.1017/nie.2020.14","title":"US AND UK LABOUR MARKETS BEFORE AND DURING THE COVID-19 CRASH","year":2020,"lang":"en","type":"article","venue":"National Institute Economic Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Quarter (Canadian coin); Unemployment; Coronavirus disease 2019 (COVID-19); Crash; Demographic economics; Recession; Shock (circulatory); Economics; Work (physics); Great recession; China; Labour economics; Political science; Economic growth; Geography; Medicine; Law; Keynesian economics","score_opus":0.08889163207508147,"score_gpt":0.40937861834679207,"score_spread":0.32048698627171057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018065504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48680395,0.07047401,0.000012284905,0.41944575,0.00058286975,0.001722658,0.00020318026,0.00007141563,0.020683877],"genre_scores_gemma":[0.57393444,0.26040995,0.00007955631,0.16043282,0.0011636255,0.00034245296,0.00004994193,0.000020855634,0.0035663377],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999115,0.00010213761,0.00035250746,0.00020625259,0.000081339706,0.00014279464],"domain_scores_gemma":[0.99943614,0.00016747371,0.00014454115,0.00007347023,0.000046445526,0.00013194162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005718758,0.00010685838,0.00023710038,0.000020194093,0.00082963845,0.000012149332,0.00009569301,0.0000436849,0.0007186999],"category_scores_gemma":[0.00055334123,0.00007458255,0.000033059514,0.000046571236,0.00009840749,0.00014477443,0.00017180927,0.00018135703,0.0001364389],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026250384,0.000008260715,0.6607335,0.009897499,0.00015426951,0.0000056813487,0.0009912861,0.000010105365,0.0000025045672,0.17879325,0.14592762,0.0034497322],"study_design_scores_gemma":[0.00031185575,0.000006267007,0.23068333,0.00023099263,0.000015585021,0.0000037558937,0.00002269741,0.000014044858,1.09292785e-7,0.0009540526,0.7676945,0.00006282941],"about_ca_topic_score_codex":0.00006119377,"about_ca_topic_score_gemma":0.00043955256,"teacher_disagreement_score":0.62176687,"about_ca_system_score_codex":0.00015648204,"about_ca_system_score_gemma":0.00025554028,"threshold_uncertainty_score":0.786926},"labels":[],"label_agreement":null},{"id":"W3018337431","doi":"10.12927/hcq.2020.26280","title":"Austerity and COVID-19","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Austerity; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; Virology; Political science; Internal medicine; Law; Politics; Outbreak; Infectious disease (medical specialty); Disease","score_opus":0.14402444137506562,"score_gpt":0.4549269263968336,"score_spread":0.310902485021768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018337431","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2091074,0.0011348426,0.00061042927,0.7838133,0.0004305367,0.0010214723,0.00007305365,0.000445702,0.0033632787],"genre_scores_gemma":[0.91370416,0.00008731686,0.000078850266,0.084885806,0.00056215323,0.00010193245,0.000016714766,0.00001925695,0.00054383196],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998188,0.00044834762,0.00039222723,0.00033438852,0.00016537374,0.000471667],"domain_scores_gemma":[0.9985887,0.00023894169,0.00011247679,0.0001646995,0.00007995616,0.0008152546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026412262,0.00015035237,0.0002864219,0.000033638244,0.0010514712,0.000009252915,0.00009226702,0.00013457844,0.0002774833],"category_scores_gemma":[0.000114437506,0.00013280199,0.00003538573,0.00013225335,0.00006788476,0.00008787559,0.000046856847,0.00042221666,0.00026527216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026748187,0.000031443265,0.5529039,0.004036319,0.000045135886,0.000049899445,0.21118148,1.3753044e-7,0.00005494261,0.018488087,0.17964768,0.03329353],"study_design_scores_gemma":[0.001749793,0.0018806263,0.13548149,0.000091964335,0.000021540329,0.000003845971,0.04463506,0.00004906005,0.000001115773,0.003516893,0.8122146,0.00035400304],"about_ca_topic_score_codex":0.002231738,"about_ca_topic_score_gemma":0.0015119045,"teacher_disagreement_score":0.70459676,"about_ca_system_score_codex":0.00008777606,"about_ca_system_score_gemma":0.00033822304,"threshold_uncertainty_score":0.8087173},"labels":[],"label_agreement":null},{"id":"W3020728387","doi":"10.1111/imig.12713","title":"Flagpoling: Inter‐provincial Mobility of International Migrants within Canada’s Temporary Foreign Worker Program","year":2020,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Precarity; Citizenship; Agency (philosophy); Mobilities; Migrant workers; Position (finance); Political science; Irregular migration; Sociology; Demographic economics; Economic growth; Gender studies; Business; Law; Economics; Social science; Ethnology","score_opus":0.05495237993532656,"score_gpt":0.3707819455973306,"score_spread":0.31582956566200404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020728387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9339476,0.000060643837,0.0005513211,0.030749388,0.0029733805,0.000939799,0.00028163186,0.00016941858,0.030326795],"genre_scores_gemma":[0.9949182,0.000020917652,0.00046079798,0.0016119702,0.0010546128,0.00020231672,0.00039216757,0.0000219056,0.0013171138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997723,0.00013370995,0.00092890847,0.00034035332,0.00064010924,0.0002339563],"domain_scores_gemma":[0.99846035,0.00015801912,0.0005089321,0.0001439061,0.0006150979,0.00011368402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030041812,0.00019345182,0.00025275254,0.000089047324,0.00019669712,0.000017164257,0.00040819205,0.000115654584,0.00049312855],"category_scores_gemma":[0.00055814604,0.0001734148,0.00009735459,0.00014351854,0.000069945076,0.0002735074,0.00019221367,0.00034160903,0.000024357547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043165474,0.00016187366,0.9371537,0.0000613859,0.00020217322,0.00000695531,0.0031401152,0.000035809444,0.0005079567,0.0032970756,0.05074295,0.004258336],"study_design_scores_gemma":[0.0039462093,0.00056789396,0.48361862,0.00075777475,0.00009861157,0.000003910953,0.0160508,0.016242918,0.0027166791,0.0024428011,0.47268048,0.0008733146],"about_ca_topic_score_codex":0.25036678,"about_ca_topic_score_gemma":0.5594258,"teacher_disagreement_score":0.45353508,"about_ca_system_score_codex":0.00030847656,"about_ca_system_score_gemma":0.000726399,"threshold_uncertainty_score":0.7546251},"labels":[],"label_agreement":null},{"id":"W3021168907","doi":"10.1093/pan/mpt011","title":"Measuring Unemployment Insurance Generosity","year":2013,"lang":"en","type":"article","venue":"Political Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Generosity; Unemployment; Asset (computer security); Duration (music); Economics; Metric (unit); Market liquidity; Actuarial science; Labour economics; Macroeconomics; Computer science; Operations management","score_opus":0.10380383236956467,"score_gpt":0.37993179762658447,"score_spread":0.27612796525701977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021168907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482508,0.00009400696,0.00035472453,0.01312758,0.00012419239,0.0002649334,0.00001808381,0.00013300167,0.037632696],"genre_scores_gemma":[0.9918193,0.00001368641,0.00013458349,0.0025567692,0.0003138914,0.00019822917,0.000012245205,0.000011708869,0.0049395515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997905,0.00023606149,0.00042345643,0.00026755067,0.00030071323,0.0008672111],"domain_scores_gemma":[0.9988804,0.00024292603,0.00006672821,0.0002944973,0.00022116216,0.00029430666],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022229365,0.0001475817,0.00039216914,0.00014914272,0.00066930335,0.000013363034,0.00014407633,0.000082553524,0.0021671099],"category_scores_gemma":[0.00012764028,0.00011267893,0.00022691142,0.00054613303,0.000079444675,0.00009386007,0.00016298589,0.00023554025,0.0016976985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000228224,0.00004221737,0.9640027,0.000025326615,0.00057791726,7.899043e-7,0.0001873941,0.0000035418504,0.000078566154,0.03311583,0.0014312131,0.00053217],"study_design_scores_gemma":[0.00016038644,0.000013945186,0.99145824,0.000015878735,0.00040851434,6.261183e-8,0.00034809273,0.00014943899,0.00015649335,0.004121365,0.0030125142,0.0001550636],"about_ca_topic_score_codex":0.0077350317,"about_ca_topic_score_gemma":0.0005012221,"teacher_disagreement_score":0.043568555,"about_ca_system_score_codex":0.0001507646,"about_ca_system_score_gemma":0.000028807788,"threshold_uncertainty_score":0.9990796},"labels":[],"label_agreement":null},{"id":"W3021201824","doi":"10.1136/oem-2019-epi.100","title":"O4C.5 Precarious work and precarious lives: an analysis of the association between employment relationships and access to social and health benefits","year":2019,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Casual; Disability pension; Context (archaeology); Precarious work; Gerontology; Medicine; Disability benefits; Demography; Environmental health; Social security; Work (physics); Geography; Population; Sociology; Political science","score_opus":0.10731320962724444,"score_gpt":0.39510608717733486,"score_spread":0.2877928775500904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021201824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871882,0.00094549335,0.000009756392,0.01079535,0.00008044003,0.0006934676,0.00016391769,0.000009727431,0.00011361851],"genre_scores_gemma":[0.9980762,0.00035767443,0.000021041,0.0007881129,0.00011601605,0.000039087507,0.00017178668,0.000008662746,0.0004214028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986449,0.00023011783,0.00035760523,0.00026113496,0.0003239489,0.0001823247],"domain_scores_gemma":[0.9991192,0.00038074589,0.00026734604,0.000097009164,0.000015487185,0.00012021306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059504586,0.00012760803,0.00035110122,0.000110321635,0.00077323697,0.000008592463,0.000058512163,0.00008090651,0.00004910817],"category_scores_gemma":[0.000043850123,0.00008923887,0.000021252472,0.00019650297,0.00009835651,0.00012514553,0.00022051382,0.0001864382,0.0000011637685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003582089,0.000021854166,0.97936845,0.000032793294,0.00022840916,3.8093507e-8,0.01617816,0.00001216906,0.0000073455426,0.00016725762,0.00026956003,0.003678145],"study_design_scores_gemma":[0.00060366787,0.00017748684,0.996618,0.00008640303,0.0003321541,1.0250153e-7,0.0013717983,0.000021407644,0.0000011204861,0.000106688516,0.0005985065,0.00008270905],"about_ca_topic_score_codex":0.0007814363,"about_ca_topic_score_gemma":0.001117366,"teacher_disagreement_score":0.01724951,"about_ca_system_score_codex":0.00014955769,"about_ca_system_score_gemma":0.000019475407,"threshold_uncertainty_score":0.5947192},"labels":[],"label_agreement":null},{"id":"W3021282384","doi":"10.7202/1068723ar","title":"Research Handbook on Employee Turnover, Edited by George Saridakis and Cary L. Cooper (2016) Cheltenham, UK and Northampton, MA, USA: Edward Elgar Publishing, 400 pages. ISBN: 978-1-78471-116-0","year":2020,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"George (robot); Publishing; Management; Economic history; Law and economics; Political science; History; Sociology; Art history; Economics; Law","score_opus":0.09306551350379776,"score_gpt":0.35852678124024023,"score_spread":0.26546126773644246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021282384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75098157,0.018651213,0.00013653454,0.16358137,0.0010918501,0.0027716518,0.00080879196,0.0003636119,0.061613433],"genre_scores_gemma":[0.8856296,0.009103125,0.000116954725,0.0046944665,0.0025036559,0.00038794044,0.00073337817,0.00015657046,0.09667434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996055,0.0006625243,0.0007669653,0.0008041361,0.000766377,0.0009450098],"domain_scores_gemma":[0.9962836,0.0017784506,0.00022278454,0.0004462254,0.0007586961,0.0005102456],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011229822,0.00040053614,0.00051617826,0.0003052122,0.0028554257,0.00019724856,0.0003067288,0.0010401491,0.0014643077],"category_scores_gemma":[0.0022752918,0.00034643215,0.00006754708,0.00094133866,0.00046432842,0.00063990284,0.000688931,0.003688741,0.00035730482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006739037,0.00003866707,0.3220399,0.000019082994,0.00009910353,0.0000071116624,0.0028702319,0.0000031412844,0.000050708004,0.00045727738,0.67278796,0.0015594361],"study_design_scores_gemma":[0.0017786861,0.00029674525,0.0895844,0.00041345306,0.00007797965,0.0000018809321,0.004266297,0.000041859137,0.00010267504,0.00014603543,0.90285885,0.00043114356],"about_ca_topic_score_codex":0.002158205,"about_ca_topic_score_gemma":0.00065369334,"teacher_disagreement_score":0.23245549,"about_ca_system_score_codex":0.00017132252,"about_ca_system_score_gemma":0.0005218659,"threshold_uncertainty_score":0.9998988},"labels":[],"label_agreement":null},{"id":"W3021404430","doi":"10.4018/978-1-7998-2779-5.ch006","title":"Youth and the Labor Market in Canada Since the Great Recession","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in business strategy and competitive advantage book series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Unemployment; Recession; Great recession; Context (archaeology); Youth unemployment; Unemployment rate; Economics; Labour economics; Demographic economics; Geography; Keynesian economics; Economic growth","score_opus":0.017738662710073967,"score_gpt":0.2892448319805236,"score_spread":0.2715061692704496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021404430","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081877486,0.1041958,0.000008767445,0.018606132,0.0006020069,0.0015723319,0.00054355204,0.00004053294,0.8736121],"genre_scores_gemma":[0.10490038,0.6430644,0.0000282339,0.005072309,0.00040721535,0.00031270998,0.00016189304,0.000115999326,0.24593689],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978833,0.0003011904,0.0006287189,0.00051970343,0.0002633383,0.00040373957],"domain_scores_gemma":[0.9980053,0.0011244603,0.00037576517,0.00024750084,0.00018570313,0.000061296225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002746571,0.0005057926,0.0007856974,0.00006265116,0.0007982834,0.000025265974,0.0002391876,0.00014606336,0.0002269736],"category_scores_gemma":[0.000082513856,0.0002922,0.000031199612,0.0001256348,0.000997754,0.0007631099,0.00035809385,0.00095830543,0.0000032296612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001717946,0.000006081351,0.021365095,0.00063587027,0.00004241476,0.00013558453,0.0021404151,0.000009645382,7.21072e-7,0.9716318,0.00017622132,0.0021381532],"study_design_scores_gemma":[0.002214966,0.000064582404,0.03125391,0.003470127,0.000080199155,0.000007788838,0.038730916,0.000005720949,0.0000020161472,0.036014043,0.8875618,0.00059395685],"about_ca_topic_score_codex":0.04027689,"about_ca_topic_score_gemma":0.7953133,"teacher_disagreement_score":0.9356178,"about_ca_system_score_codex":0.00017127409,"about_ca_system_score_gemma":0.0006861312,"threshold_uncertainty_score":0.99995303},"labels":[],"label_agreement":null},{"id":"W3022148914","doi":"10.1093/sp/jxaa008","title":"Comparing Care Regimes: Worker Characteristics and Wage Penalties in the Global Care Chain","year":2020,"lang":"en","type":"article","venue":"Social Politics International Studies in Gender State & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Care work; Work (physics); Wage; Health care; Economics; Labour economics; Demographic economics; Order (exchange); Social care; Political science; Economic growth; Nursing; Medicine","score_opus":0.19477917568013858,"score_gpt":0.4571728548622285,"score_spread":0.2623936791820899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022148914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550208,0.012015424,0.000028862634,0.013949052,0.0011857394,0.000618978,0.00037174617,0.00006114479,0.01674824],"genre_scores_gemma":[0.9894423,0.0041307723,0.00006160195,0.0051512807,0.0009618117,0.000097178636,0.000050266764,0.000016363814,0.000088456145],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980148,0.0002729036,0.00050222175,0.00028983533,0.00039720448,0.00052303344],"domain_scores_gemma":[0.99909544,0.00028678772,0.00016294724,0.00008222908,0.00032286835,0.000049716902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028604202,0.00022091698,0.00037916526,0.000018523864,0.0010358591,0.000027622738,0.00027495297,0.00010393545,0.000007606083],"category_scores_gemma":[0.00016661806,0.00017924275,0.00011485559,0.00016642972,0.00037170495,0.00007646321,0.0005860295,0.0006233907,0.000006060377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000124941935,0.0000106318885,0.44475862,0.00018801504,0.00014812019,0.000006154222,0.5369819,0.0000018715256,1.7838092e-7,0.012455035,0.0052718148,0.00016519031],"study_design_scores_gemma":[0.00057627907,0.000014249567,0.33192617,0.000068449226,0.000018098102,1.9011524e-7,0.65318435,0.000022676802,2.4980395e-7,0.0022339746,0.011825495,0.00012979699],"about_ca_topic_score_codex":0.0005644806,"about_ca_topic_score_gemma":0.0011857781,"teacher_disagreement_score":0.11620251,"about_ca_system_score_codex":0.0010356113,"about_ca_system_score_gemma":0.00009114867,"threshold_uncertainty_score":0.7967096},"labels":[],"label_agreement":null},{"id":"W3022982793","doi":"","title":"Environmental and individual correlates of distress: Testing Karasek's Demand-Control model in 99 primary care clinical environments","year":2014,"lang":"en","type":"article","venue":"STM:n Hallinnonalan avoin julkaisuarkisto (Julkari)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Absenteeism; Distress; Multilevel model; Job control; Control (management); Mediation; Test (biology); Work (physics); Psychology; Social psychology; Clinical psychology; Economics; Engineering","score_opus":0.049284050418568294,"score_gpt":0.3403310582033547,"score_spread":0.29104700778478637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022982793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761433,0.0026500358,0.00096612127,0.00030265792,0.00038532165,0.0012636493,0.00083731854,0.00008158828,0.0058989553],"genre_scores_gemma":[0.9960361,0.00048719806,0.00094756356,0.00073931925,0.00029383204,0.00017793593,0.0006002227,0.00008932351,0.0006284853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99421835,0.0010862303,0.0020247581,0.00095671613,0.0007458193,0.0009681553],"domain_scores_gemma":[0.9958137,0.0024879246,0.0008081774,0.0005546613,0.000044565455,0.00029095684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019813722,0.00059546094,0.0011964679,0.00021833672,0.00070455635,0.000019004014,0.0004568804,0.0005126535,0.00008509079],"category_scores_gemma":[0.0003229255,0.00055725017,0.00018605632,0.00015626811,0.00069028494,0.00021142041,0.0005608979,0.001359558,0.00008990085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002510779,0.0003583145,0.9864701,0.00037777115,0.00014514665,0.0000137737525,0.0028082882,0.00030892808,0.0003644315,0.0005346707,0.00043485852,0.007932647],"study_design_scores_gemma":[0.005778393,0.00042561535,0.98291343,0.00054026145,0.00022036351,0.0000033590152,0.0012186524,0.0044642542,0.000012631148,0.001563481,0.002262215,0.00059733767],"about_ca_topic_score_codex":0.00017192292,"about_ca_topic_score_gemma":0.0002276423,"teacher_disagreement_score":0.0084217675,"about_ca_system_score_codex":0.00027757068,"about_ca_system_score_gemma":0.00014349548,"threshold_uncertainty_score":0.9996879},"labels":[],"label_agreement":null},{"id":"W3023092284","doi":"10.1016/s0840-4704(10)60437-1","title":"Application of an Impact of Restructuring Scale to the Healthcare Sphere","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Restructuring; Workload; Scale (ratio); Stressor; Distress; Job satisfaction; Business; Health care; Nursing; Job security; Anxiety; Psychology; Medicine; Work (physics); Psychiatry; Finance; Economic growth; Clinical psychology; Management; Social psychology; Economics","score_opus":0.04656531378921579,"score_gpt":0.4339867969138203,"score_spread":0.3874214831246045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023092284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89845705,0.00050582364,0.0010217546,0.0902834,0.00038391972,0.004093045,0.00007393788,0.000120351426,0.0050607063],"genre_scores_gemma":[0.99624515,0.00032106397,0.00053546706,0.0015308495,0.00015860767,0.0003567344,0.000043607233,0.000033714205,0.0007747824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975235,0.0002752606,0.0007600474,0.0003450316,0.00038126498,0.00071491644],"domain_scores_gemma":[0.99829227,0.000070722344,0.00037812928,0.0008318234,0.00023841058,0.00018866084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057703804,0.00019681487,0.00036305157,0.00014128414,0.0007731085,0.0000047869917,0.0003799367,0.00010064901,0.000072405346],"category_scores_gemma":[0.000015093844,0.0001373405,0.000118019,0.0005546467,0.00004815598,0.000099160505,0.00034656483,0.00026362683,0.00003625377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025334096,0.000063759646,0.8376186,0.0013223041,0.00008348888,0.000002504298,0.0034067167,0.00012473644,0.000023577408,0.0141833285,0.00726227,0.13565539],"study_design_scores_gemma":[0.0005533135,0.0006148112,0.9321643,0.0003443911,0.000028661269,0.0000011616901,0.017908785,0.00012006899,0.000022422744,0.0032532755,0.044816773,0.00017203605],"about_ca_topic_score_codex":0.016740764,"about_ca_topic_score_gemma":0.021304604,"teacher_disagreement_score":0.13548335,"about_ca_system_score_codex":0.00023136575,"about_ca_system_score_gemma":0.00007631832,"threshold_uncertainty_score":0.996554},"labels":[],"label_agreement":null},{"id":"W3023184819","doi":"10.7202/1068716ar","title":"Flexibility for Who? Working Time, the Ontario Employment Standards Act and the Experiences of Workers in Low-Wage and Precarious Jobs","year":2020,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Laurentian University; York University","funders":"","keywords":"Overtime; Flexibility (engineering); Context (archaeology); Labour economics; Legislation; Working time; Business; Wage; Work (physics); Precarious work; Temporary work; Economics; Political science; Law; Engineering; Management","score_opus":0.07356508562385462,"score_gpt":0.36058604028873636,"score_spread":0.28702095466488176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023184819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98023486,0.0013257188,0.00006716202,0.013754496,0.00009680704,0.0015454963,0.0000111780255,0.000027880478,0.0029363914],"genre_scores_gemma":[0.9974478,0.00009170338,0.000048702954,0.00018735799,0.000061278966,0.00030870456,0.000002990767,0.000010812132,0.0018406799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987032,0.000272007,0.00043969054,0.00020497573,0.0001700157,0.00021010709],"domain_scores_gemma":[0.9978256,0.0017336988,0.000168505,0.00015379589,0.00007224286,0.00004611491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010011374,0.000118779884,0.00025224427,0.00003144802,0.0009456896,0.000017061637,0.00010939243,0.00014569762,0.00009498116],"category_scores_gemma":[0.00053597416,0.000067235065,0.00004050349,0.00021880608,0.00037949617,0.00006915515,0.00015154124,0.00049686927,0.0000013381632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023462634,0.000011945557,0.63694334,0.000007708651,0.000043865784,1.8913946e-7,0.35489574,0.000050016766,8.4874614e-7,0.00075124856,0.0033970592,0.0036633834],"study_design_scores_gemma":[0.006598816,0.00027208202,0.5428301,0.0013036708,0.00018041988,4.6018712e-7,0.31893507,0.0010571401,0.000058549176,0.0023453885,0.12603371,0.0003845634],"about_ca_topic_score_codex":0.0032824774,"about_ca_topic_score_gemma":0.0096481,"teacher_disagreement_score":0.122636646,"about_ca_system_score_codex":0.00011350668,"about_ca_system_score_gemma":0.00035656855,"threshold_uncertainty_score":0.72735757},"labels":[],"label_agreement":null},{"id":"W3023310881","doi":"10.7202/1068717ar","title":"Occupational Safety and the City: Licensing Regulation and Deregulation in the Taxi Sector","year":2020,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; University of Waterloo","funders":"","keywords":"Deregulation; Business; Taxis; Government (linguistics); Jurisdiction; Workforce; Work (physics); Occupational safety and health; Competition (biology); Marketing; Transport engineering; Engineering; Economic growth; Law; Economics; Political science","score_opus":0.09774562820215968,"score_gpt":0.35271200669948055,"score_spread":0.25496637849732084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023310881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8074653,0.00060425955,0.0013139648,0.18262544,0.00008993452,0.0010953689,0.000015332942,0.000045773166,0.0067445803],"genre_scores_gemma":[0.9977092,0.00010824568,0.00007331518,0.001350217,0.00024330168,0.000027560878,0.000034900924,0.00000716476,0.00044607115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987207,0.0004930901,0.00033293257,0.00015101783,0.00016426017,0.00013799315],"domain_scores_gemma":[0.99806726,0.0016007645,0.00013719492,0.00010122188,0.00006323795,0.000030337607],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006127875,0.0000909854,0.00012769132,0.00004661423,0.001398031,0.000019555237,0.00005283245,0.00014889847,0.00010296601],"category_scores_gemma":[0.00054094585,0.000054701348,0.000018704694,0.00033196027,0.00015722228,0.0001328053,0.000064951455,0.0004516005,0.000009109031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003181365,0.00001096107,0.8648685,0.0000080423915,0.00003171076,4.7086638e-7,0.035588983,0.00019276452,0.000009749207,0.0857345,0.006960647,0.006275541],"study_design_scores_gemma":[0.0013014626,0.000013332329,0.94860685,0.000049283648,0.000029659132,9.1831276e-7,0.0061576664,0.003348898,0.0000014875735,0.0017044186,0.038714703,0.00007133642],"about_ca_topic_score_codex":0.0001555105,"about_ca_topic_score_gemma":0.00017633964,"teacher_disagreement_score":0.19024388,"about_ca_system_score_codex":0.00003204479,"about_ca_system_score_gemma":0.00007754196,"threshold_uncertainty_score":0.999902},"labels":[],"label_agreement":null},{"id":"W302351474","doi":"10.3233/wor-131596","title":"\"It's hard to plan your day when you have no money\": Discouraged workers' occupational possibilities and the need to reconceptualize routine","year":2013,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Indigenous and Northern Affairs Canada","keywords":"Ethnography; Participant observation; Public relations; Resource (disambiguation); Work (physics); Economic Justice; Sociology; Plan (archaeology); Psychology; Political science; Social science; Engineering; Geography; Computer science; Law","score_opus":0.06948805121850778,"score_gpt":0.36313275895380326,"score_spread":0.2936447077352955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W302351474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8083838,0.0002761104,0.0001562796,0.17755674,0.00108357,0.0023666716,0.00008674428,0.00010706128,0.009982976],"genre_scores_gemma":[0.82418156,0.000018178824,0.0009991399,0.014725205,0.00088693673,0.0010121991,0.00004152999,0.00003354715,0.1581017],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99787015,0.0005032146,0.0004925432,0.00033644945,0.00026887094,0.00052879273],"domain_scores_gemma":[0.9981158,0.0009947119,0.000121689394,0.00038285047,0.00018323703,0.00020171129],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007705364,0.00022901957,0.00035969494,0.000066743305,0.0011665983,0.000050138762,0.0002302486,0.00010339056,0.0018753087],"category_scores_gemma":[0.0005726164,0.00014118486,0.00006660942,0.00015101601,0.00016084839,0.00014191386,0.00032439854,0.00035498844,0.0010724465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035446175,0.000012272942,0.43375772,0.000011815504,0.00005175538,4.1628766e-7,0.09180554,0.0000035758815,0.0000046144323,0.00027413238,0.47332448,0.000399221],"study_design_scores_gemma":[0.0019835383,0.00009037178,0.8056686,0.00047664763,0.00004529771,2.9965315e-7,0.100330696,0.000014240286,0.000002592958,0.0017203522,0.08934299,0.00032436976],"about_ca_topic_score_codex":0.001983373,"about_ca_topic_score_gemma":0.00048655653,"teacher_disagreement_score":0.38398147,"about_ca_system_score_codex":0.00007571188,"about_ca_system_score_gemma":0.0000631769,"threshold_uncertainty_score":0.9997053},"labels":[],"label_agreement":null},{"id":"W3023606063","doi":"","title":"Health impacts of work-related geographical mobility among precariously employed immigrants in Toronto","year":2014,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Work (physics); Precarious work; Demographic economics; Temporary work; Geography; Labour economics; Sociology; Economics; Engineering","score_opus":0.028011027930297226,"score_gpt":0.3391943399990354,"score_spread":0.31118331206873817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023606063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33934608,0.00078653765,0.000024494691,0.00055637927,0.014361947,0.006159948,0.00019918151,0.000685461,0.63787997],"genre_scores_gemma":[0.40518534,0.0016231701,0.00005786284,0.000017282773,0.0036064666,0.0000045311185,0.00014157269,0.00034690808,0.58901685],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862235,0.007858948,0.0009799039,0.0014133287,0.0016012243,0.0019230525],"domain_scores_gemma":[0.99493647,0.0011134335,0.0011045946,0.0013278347,0.00069105404,0.0008265942],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0032050803,0.0006943798,0.0019932818,0.0022438697,0.0017517481,0.000027457932,0.0016951648,0.0018454785,0.00082806445],"category_scores_gemma":[0.0003942853,0.0007781443,0.0005331299,0.0025769987,0.0014352282,0.00040679515,0.001540804,0.0028396887,0.00006378224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007866395,0.0011054403,0.5011317,0.0016982195,0.0012779979,0.00075015455,0.0069239014,0.0000068397167,0.00012215493,0.0030708604,0.4753348,0.0007115264],"study_design_scores_gemma":[0.020440793,0.002198518,0.23265395,0.0063173217,0.0003952032,0.000003200131,0.017295925,0.000015829575,0.00004341693,0.00014371698,0.7186268,0.0018653476],"about_ca_topic_score_codex":0.5624486,"about_ca_topic_score_gemma":0.3631032,"teacher_disagreement_score":0.26847777,"about_ca_system_score_codex":0.004829749,"about_ca_system_score_gemma":0.002129664,"threshold_uncertainty_score":0.99954784},"labels":[],"label_agreement":null},{"id":"W3023734870","doi":"10.1016/s0140-6736(20)30940-5","title":"Society and the slow burn of inequality","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Borough; Inequality; Salary; Life expectancy; Quarter (Canadian coin); Injustice; Sociology; History; Medicine; Demography; Political science; Law; Public administration; Population","score_opus":0.15148659056990424,"score_gpt":0.4173413831468084,"score_spread":0.26585479257690414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023734870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54659545,0.0010094242,0.00006272789,0.43939084,0.00009334262,0.00031757672,0.0000243513,0.000039372382,0.012466927],"genre_scores_gemma":[0.98218787,0.00043978944,0.000031956253,0.016152069,0.0007277412,0.000019936551,0.0000013601939,0.0000037826044,0.0004354987],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99932444,0.00026944952,0.00014062422,0.000058839043,0.00007728116,0.00012939435],"domain_scores_gemma":[0.9992541,0.00047389336,0.00007664018,0.0001510344,0.000028053906,0.000016294423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073090073,0.000043569526,0.00022125972,0.0000012692102,0.0003475418,0.0000020065763,0.00012967449,0.000024329212,0.000048757734],"category_scores_gemma":[0.00012727806,0.00001789875,0.00003716394,0.00005314423,0.0001579593,0.00001429879,0.00015118874,0.00020158383,0.000014557806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025573003,0.0000067455717,0.31413952,0.00028434847,0.0000954258,1.4196482e-7,0.08664747,6.501871e-7,0.0000860897,0.04695859,0.5509449,0.0005803695],"study_design_scores_gemma":[0.008553052,0.00008340839,0.55400974,0.00012619053,0.00010677403,1.9973683e-7,0.024192873,0.00035137648,0.00006303927,0.026550634,0.38579845,0.00016424876],"about_ca_topic_score_codex":0.00012790998,"about_ca_topic_score_gemma":0.000017921684,"teacher_disagreement_score":0.4355924,"about_ca_system_score_codex":0.0000037458776,"about_ca_system_score_gemma":0.0000121043395,"threshold_uncertainty_score":0.26730457},"labels":[],"label_agreement":null},{"id":"W3024167957","doi":"10.7202/1068740ar","title":"Transportation and temp agency work: Risks and opportunities for migrant workers","year":2020,"lang":"en","type":"article","venue":"Cahiers de géographie du Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; University of Ottawa; Concordia University; Wilfrid Laurier University; McGill University","funders":"","keywords":"Agency (philosophy); Work (physics); Gateway (web page); Argument (complex analysis); Business; Labour economics; Intervention (counseling); Job security; Control (management); Migrant workers; Public relations; Marketing; Economic growth; Economics; Political science; Engineering; Sociology; Management; Computer science; Psychology","score_opus":0.09817386014169564,"score_gpt":0.32744039618588444,"score_spread":0.22926653604418878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024167957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94430435,0.0032171663,0.00074210024,0.050152723,0.00012493668,0.0007204524,0.000043851884,0.00012961529,0.0005648213],"genre_scores_gemma":[0.9913841,0.0020223022,0.00021830342,0.0042114947,0.00017296118,0.00032386513,0.00003750113,0.00003408057,0.001595383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998835,0.000111464426,0.0003233632,0.00025863387,0.000094660696,0.00037685892],"domain_scores_gemma":[0.99904335,0.00041027245,0.00011999057,0.00009056576,0.000074495205,0.00026135021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002810569,0.00018131454,0.0002638641,0.00011445425,0.000985897,0.000011823574,0.000071735674,0.00017668949,0.000027614718],"category_scores_gemma":[0.000094178795,0.00016319728,0.00009159416,0.0002192163,0.0010686136,0.00009373655,0.000012420966,0.00030180672,0.0000020146292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002977795,0.000016062233,0.86489385,0.00040586194,0.00015381981,0.000014483722,0.058370553,9.522295e-7,0.000029591532,0.002480053,0.054070562,0.0192664],"study_design_scores_gemma":[0.0014462275,0.00016141578,0.70053285,0.00015845937,0.00022428573,5.460398e-7,0.021039933,0.000010473103,0.000004842767,0.0009475608,0.27516776,0.00030564333],"about_ca_topic_score_codex":0.0030498414,"about_ca_topic_score_gemma":0.007866161,"teacher_disagreement_score":0.22109722,"about_ca_system_score_codex":0.000034465505,"about_ca_system_score_gemma":0.00016662659,"threshold_uncertainty_score":0.75828224},"labels":[],"label_agreement":null},{"id":"W3024220866","doi":"10.1016/j.jhealeco.2008.02.006","title":"Maternal employment, breastfeeding, and health: Evidence from maternity leave mandates","year":2008,"lang":"en","type":"preprint","venue":"Journal of Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Breastfeeding; Maternity leave; Duration (music); Work (physics); Parental leave; Public health; Environmental health; Maternal health; Demographic economics; Incidence (geometry); Medicine; Nursing; Economic growth; Business; Population; Economics; Pediatrics; Health services","score_opus":0.19840028295901374,"score_gpt":0.43732780921944664,"score_spread":0.2389275262604329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024220866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88574326,0.022180932,0.00012217017,0.085879594,0.004798276,0.00079162593,0.00031406703,0.000044097833,0.00012600452],"genre_scores_gemma":[0.59256583,0.39427438,0.0016789443,0.007133435,0.0034083403,0.00004891936,0.00004073577,0.0001149623,0.0007344598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939479,0.0007150341,0.003636282,0.0005203499,0.00025357102,0.00092682044],"domain_scores_gemma":[0.9914259,0.00049043435,0.006822457,0.00041117382,0.00029127233,0.00055876834],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033667812,0.00051467464,0.0019986827,0.0003097176,0.0012460698,0.00006678411,0.00053268444,0.00037793803,0.00018528345],"category_scores_gemma":[0.00008775891,0.00045853024,0.0002296303,0.000040324077,0.00013410085,0.00035286875,0.0011891177,0.0023346734,0.000053510274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019159581,0.000055715875,0.93890333,0.0013809485,0.0003140201,0.000014400203,0.006053921,0.000057526395,0.0000012828698,0.000046639667,0.04194342,0.011037192],"study_design_scores_gemma":[0.0012812101,0.00046396127,0.96250314,0.0076927966,0.000051975432,0.00007889494,0.00070907106,0.00008288386,0.000009809789,0.0033977,0.023328915,0.0003996295],"about_ca_topic_score_codex":0.023468448,"about_ca_topic_score_gemma":0.0021748666,"teacher_disagreement_score":0.37209347,"about_ca_system_score_codex":0.0015037794,"about_ca_system_score_gemma":0.0025525403,"threshold_uncertainty_score":0.999967},"labels":[],"label_agreement":null},{"id":"W3024715320","doi":"10.1016/j.psychres.2020.113104","title":"Projected increases in suicide in Canada as a consequence of COVID-19","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":218,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; Brain and Cognition Discovery Foundation","funders":"Canadian Institutes of Health Research; Allergan; National Natural Science Foundation of China; Sunovion; H. Lundbeck A/S; Stanley Medical Research Institute; Purdue University; Pfizer","keywords":"Unemployment; Context (archaeology); Suicide rates; Coronavirus disease 2019 (COVID-19); Demography; Mental health; Pandemic; Suicide prevention; Demographic economics; Excess mortality; Economics; Poison control; Medicine; Geography; Mortality rate; Psychiatry; Economic growth; Environmental health; Sociology","score_opus":0.2744328999677783,"score_gpt":0.533258744196979,"score_spread":0.25882584422920074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024715320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88576275,0.0008552309,0.0000010616551,0.107314,0.00009815164,0.0010202357,0.00004207333,0.00001937331,0.004887149],"genre_scores_gemma":[0.9951473,0.00017794977,0.000055715896,0.0040673586,0.00008482396,0.00024151414,0.0000106514335,0.000013457386,0.00020122234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964328,0.0014742899,0.0005347093,0.00029919163,0.00058975973,0.0006692669],"domain_scores_gemma":[0.99788934,0.0013678406,0.00008163398,0.00019483308,0.00017641766,0.00028990646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012223712,0.00010395755,0.00029294606,0.00022345698,0.00025675702,0.0000031579457,0.00029238145,0.000069907706,0.0006554474],"category_scores_gemma":[0.0038937405,0.00009322411,0.000021658903,0.0015355012,0.00013585153,0.000046493107,0.00022807432,0.0009256496,0.000040213945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036206786,0.00005596567,0.9641842,0.00067741144,0.000011490229,0.0000798809,0.0016049439,0.0000033610233,0.00009848716,0.0013269865,0.031545546,0.000049646264],"study_design_scores_gemma":[0.0020721029,0.00022982624,0.95156914,0.00041834297,0.0000040682985,0.0000024293588,0.034785327,0.000054488697,0.000015718908,0.0035641799,0.0071155867,0.00016880874],"about_ca_topic_score_codex":0.9941947,"about_ca_topic_score_gemma":0.99618715,"teacher_disagreement_score":0.10938458,"about_ca_system_score_codex":0.00067172287,"about_ca_system_score_gemma":0.02538754,"threshold_uncertainty_score":0.9801376},"labels":[],"label_agreement":null},{"id":"W3024838498","doi":"10.3138/cpp.2019-049","title":"Improvements in Electronic Job Alerts and the Labour Market Experience of Unemployed Workers: Evidence from the Connecting Canadians with Available Jobs Initiative","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Employment and Social Development Canada; University of Alberta","funders":"","keywords":"Seekers; Business; Intervention (counseling); Government (linguistics); Service (business); Scope (computer science); Internet privacy; Marketing; Computer science; Medicine; Nursing; Political science","score_opus":0.06655150423219074,"score_gpt":0.3355713325119017,"score_spread":0.26901982827971094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024838498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8140135,0.0011168544,0.000005531029,0.1781879,0.00005440436,0.00089964527,0.00014038196,0.000019746685,0.00556203],"genre_scores_gemma":[0.9731363,0.00029502655,0.000010651405,0.025295654,0.00020534164,0.0002434077,0.000005499121,0.0000241249,0.0007839978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975028,0.00057411887,0.00036944557,0.0003163541,0.0001801516,0.0010571203],"domain_scores_gemma":[0.99748963,0.0014266191,0.00020025583,0.00028727888,0.00013722398,0.00045898047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006240042,0.00018750328,0.00030569133,0.00013014539,0.00097317784,0.000043983644,0.0004299776,0.00008081461,0.00058753166],"category_scores_gemma":[0.002373484,0.000114955736,0.000027969274,0.0009189117,0.0003261945,0.00029120472,0.000117237825,0.0005119442,0.0000107744145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008973901,0.0000031612212,0.907988,0.000028632066,0.00009168628,0.000006247129,0.060295913,4.1273117e-7,0.0000073727524,0.007980303,0.022409456,0.0010990668],"study_design_scores_gemma":[0.0037012568,0.00018721008,0.76169676,0.00074963033,0.000040970368,0.0000014722489,0.10534537,0.00013762557,0.000014332436,0.0011544317,0.12654409,0.00042688457],"about_ca_topic_score_codex":0.976496,"about_ca_topic_score_gemma":0.9881329,"teacher_disagreement_score":0.1591228,"about_ca_system_score_codex":0.00073197606,"about_ca_system_score_gemma":0.006800581,"threshold_uncertainty_score":0.99882996},"labels":[],"label_agreement":null},{"id":"W3025572697","doi":"10.1332/251510820x15825651584510","title":"Redressing harms to migrant domestic workers: global and regional spaces","year":2020,"lang":"en","type":"article","venue":"European Journal of Politics and Gender","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Redress; Harm; Reproduction; Political science; Civil society; Sociology; Economic growth; Law; Economics","score_opus":0.15366548166951957,"score_gpt":0.40819619450703554,"score_spread":0.25453071283751594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025572697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276152,0.0030364292,0.0008183154,0.060632862,0.00029640525,0.000107419095,0.000013928228,0.000014940742,0.007464492],"genre_scores_gemma":[0.99084675,0.00015907649,0.0008489297,0.006980759,0.0008692564,3.3264942e-7,6.2356605e-7,0.000013892262,0.00028040065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987982,0.00029933956,0.00035034693,0.00011459678,0.00016481805,0.00027267783],"domain_scores_gemma":[0.99917895,0.000088333545,0.00016375066,0.00005189792,0.00011538858,0.0004016728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038506955,0.00010641187,0.00018897386,0.00003262865,0.00036353656,0.000030135167,0.00007673185,0.000017776989,0.00002244449],"category_scores_gemma":[0.00014002896,0.00007770738,0.00003785661,0.00007221362,0.00006756913,0.000056952198,0.00012414754,0.00021814003,0.000016445792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027143708,0.000056382378,0.609534,0.00046197127,0.0003768347,0.0008271153,0.08325968,0.00002086865,0.00021518227,0.012319068,0.28736448,0.0052929646],"study_design_scores_gemma":[0.0015856748,0.00042058158,0.7092087,0.00044981815,0.00011499327,0.00009480336,0.014636009,0.000016872256,0.0000018889656,0.0026985426,0.27054724,0.00022487715],"about_ca_topic_score_codex":0.000014616203,"about_ca_topic_score_gemma":0.000002696836,"teacher_disagreement_score":0.0996747,"about_ca_system_score_codex":0.000021688194,"about_ca_system_score_gemma":0.000057351328,"threshold_uncertainty_score":0.31688148},"labels":[],"label_agreement":null},{"id":"W3025945067","doi":"10.1002/wps.20767","title":"Preventing suicide in the context of the <scp>COVID</scp>‐19 pandemic","year":2020,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Natural Science Foundation of Shanxi Province","keywords":"Unemployment; Recession; Context (archaeology); Pandemic; Medicine; Depression (economics); Demography; Government (linguistics); Coronavirus disease 2019 (COVID-19); Suicide rates; Demographic economics; Suicide prevention; Economics; Poison control; Economic growth; Environmental health; Geography; Internal medicine","score_opus":0.08043164209696403,"score_gpt":0.38862709974030907,"score_spread":0.30819545764334505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025945067","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010902493,0.004630114,0.0000040000414,0.9431859,0.006134586,0.0020816599,0.00009760788,0.000103280465,0.03286033],"genre_scores_gemma":[0.03395129,0.00012448948,0.00003609574,0.921996,0.005726686,0.00031570753,0.00006173068,0.00007137397,0.037716605],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953628,0.0018221528,0.0010470005,0.0004680282,0.000543868,0.00075614126],"domain_scores_gemma":[0.9955466,0.002639941,0.00092963595,0.0007768169,0.00005643432,0.000050579478],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009119518,0.0003965537,0.00064555136,0.00015885664,0.0009160345,0.000012542567,0.0011772525,0.0003940921,0.00012731316],"category_scores_gemma":[0.00040170914,0.00022852868,0.0003608838,0.00074932,0.00016452829,0.000043700093,0.00038946245,0.0054441136,0.000112509544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022722634,0.000012851586,0.47421965,0.0005285678,0.00005142268,0.0000033372733,0.0053383843,1.1514416e-7,8.516211e-7,0.00031453304,0.5194564,0.0000716326],"study_design_scores_gemma":[0.0005532951,0.000019631438,0.05775589,0.001093917,0.00011639167,0.0000013335992,0.0065627107,9.1243345e-7,1.6028177e-7,0.003995262,0.92981434,0.00008614819],"about_ca_topic_score_codex":0.0009102272,"about_ca_topic_score_gemma":0.013659074,"teacher_disagreement_score":0.41646376,"about_ca_system_score_codex":0.000111344125,"about_ca_system_score_gemma":0.0005669886,"threshold_uncertainty_score":0.9968504},"labels":[],"label_agreement":null},{"id":"W3026430057","doi":"10.5539/ijef.v12n6p57","title":"The Impact of Autocratic Leadership on Disruptive Political Behavior, Moderating the Relationship of Abusive Supervisory Behavior and Mediating the Relationship of Employee’s Perception of Job Insecurity","year":2020,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autocracy; Moderation; Social psychology; Psychology; Perception; Job insecurity; Politics; Political science; Democracy; Work (physics)","score_opus":0.2112928914017274,"score_gpt":0.4072164695501159,"score_spread":0.1959235781483885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026430057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992674,0.00027760645,0.000028798066,0.006447254,0.00011951052,0.00025017734,0.00008395445,0.0000012669333,0.000117445656],"genre_scores_gemma":[0.99924713,0.0004348229,0.00006427884,0.00008867688,0.00012366446,0.00001622465,0.0000030535339,0.000007793831,0.000014376444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985905,0.00017441987,0.00089053466,0.00008803601,0.00013022448,0.00012623798],"domain_scores_gemma":[0.99540156,0.0031045135,0.000997252,0.00008684065,0.00037880123,0.000031020114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066067895,0.00009429578,0.00024339014,0.00005006933,0.00030540724,0.0000097279535,0.00019136399,0.00006587687,0.000005701797],"category_scores_gemma":[0.0010899107,0.000053936114,0.00011477479,0.000047011148,0.0003123083,0.00014461823,0.00007045532,0.00042075492,2.9741577e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001234299,0.00003442414,0.89321876,0.000021582633,0.000055180753,4.4474962e-7,0.015386574,0.0003069461,0.00005671154,0.09031315,0.000025397216,0.00045739298],"study_design_scores_gemma":[0.00043382126,0.00026427617,0.98085684,0.00017379464,0.00005068219,0.0000031986326,0.009426351,0.0013098223,0.000020282812,0.007412606,0.0000033080025,0.00004500149],"about_ca_topic_score_codex":0.000199636,"about_ca_topic_score_gemma":0.0000913723,"teacher_disagreement_score":0.087638095,"about_ca_system_score_codex":0.00007078647,"about_ca_system_score_gemma":0.00014506048,"threshold_uncertainty_score":0.23489764},"labels":[],"label_agreement":null},{"id":"W3026539488","doi":"10.5509/2020933379","title":"From Employment Security to Managerial Precarity: Japan’s Changing Welfare-Work Nexus and its Impacts on Mid-career Workers","year":2020,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Welfarism; Restructuring; Precarity; Dismissal; Labour economics; Prosperity; Flexicurity; Workforce; Social security; Welfare; Recession; Economics; Political science; Market economy; Economic growth; Finance","score_opus":0.04877216423813124,"score_gpt":0.3216104109291337,"score_spread":0.2728382466910025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026539488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7512232,0.001113937,0.000048503007,0.08892235,0.0040104953,0.0032480077,0.0003562537,0.0007335165,0.1503437],"genre_scores_gemma":[0.99619454,0.000063099294,0.000044825334,0.0006696508,0.0016805566,0.00025520028,0.00006436957,0.00007207099,0.00095568085],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99687624,0.00031146468,0.00048803876,0.00077756477,0.00046875185,0.0010779653],"domain_scores_gemma":[0.9984465,0.00027418896,0.00016743838,0.00034343664,0.00008819869,0.0006802299],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003656794,0.00042858758,0.00056697446,0.00016087563,0.0011877847,0.000051811792,0.00023850072,0.00023358008,0.0005579848],"category_scores_gemma":[0.00023838416,0.00038680248,0.00011141077,0.00057719444,0.000047314057,0.00014295388,0.0005510067,0.0005891893,0.00055932073],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027956725,0.00021841918,0.15233688,0.0005943305,0.000898591,0.000071100716,0.6801673,0.000050202532,0.00030706992,0.0024687748,0.1546467,0.0054449243],"study_design_scores_gemma":[0.003113521,0.0007477885,0.034095544,0.00125626,0.00023997658,4.4560787e-7,0.85483915,0.00007541764,0.00032794182,0.0007521762,0.10327929,0.0012724979],"about_ca_topic_score_codex":0.0003007067,"about_ca_topic_score_gemma":0.00014672035,"teacher_disagreement_score":0.24497132,"about_ca_system_score_codex":0.00019379014,"about_ca_system_score_gemma":0.00004494093,"threshold_uncertainty_score":0.9998584},"labels":[],"label_agreement":null},{"id":"W3027202255","doi":"10.5812/pedinfect.104026","title":"How Does COVID-19 Affect Child Labor?","year":2020,"lang":"en","type":"article","venue":"Archives of Pediatric Infectious Diseases","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Affect (linguistics); Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Outbreak; Disease; Internal medicine; Infectious disease (medical specialty); Communication; Psychology","score_opus":0.024720100421559848,"score_gpt":0.34392710398308557,"score_spread":0.3192070035615257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027202255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.919027,0.0043697692,0.0008558484,0.055204924,0.0008664341,0.0014749313,0.0009133715,0.00086263625,0.01642511],"genre_scores_gemma":[0.99018824,0.0023452034,0.000021553224,0.004149017,0.0026532933,0.0000929279,0.000047727524,0.00003265974,0.00046936036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820834,0.0004305851,0.00032269256,0.00035421373,0.00023069282,0.0004534467],"domain_scores_gemma":[0.9972583,0.0016414288,0.00028791977,0.00022131679,0.000047557452,0.00054344744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006858858,0.00023670583,0.00039533814,0.00017342577,0.00092598516,0.000014195475,0.00019752207,0.000061059705,0.00016779025],"category_scores_gemma":[0.001996957,0.00016984154,0.00021331276,0.00036376415,0.00014266829,0.00012236818,0.00026206608,0.00030078666,0.000038153325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000926243,0.000113946866,0.97308576,0.0012935986,0.0000928699,0.000009458739,0.0048876647,0.000009170884,0.000013689835,0.0021511314,0.017610626,0.00063946325],"study_design_scores_gemma":[0.0034261935,0.00061625696,0.94078904,0.000046639292,0.000707867,0.0000011984077,0.0038869702,0.000025932966,0.000015364363,0.0079109315,0.042013064,0.00056051376],"about_ca_topic_score_codex":0.00020899833,"about_ca_topic_score_gemma":0.00013689534,"teacher_disagreement_score":0.071161285,"about_ca_system_score_codex":0.000027152872,"about_ca_system_score_gemma":0.00029778,"threshold_uncertainty_score":0.71220225},"labels":[],"label_agreement":null},{"id":"W3027463528","doi":"10.17352/2455-3484.000032","title":"What proportion of ever smokers quit? Analysis of information from CAMH from 1996-2016","year":2020,"lang":"en","type":"article","venue":"Journal of Addiction Medicine and Therapeutic Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demography; Medicine","score_opus":0.07011086352956229,"score_gpt":0.3950636011089084,"score_spread":0.3249527375793461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027463528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98339766,0.0027865532,0.0023215136,0.010237107,0.0008457705,0.00013958101,0.000016872456,0.0000074301906,0.00024748052],"genre_scores_gemma":[0.99486715,0.0029928437,0.00008222302,0.0018260862,0.00020927672,0.0000016313606,0.0000085681295,0.0000023792818,0.000009843311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981028,0.00009025112,0.0008774412,0.00009224706,0.0007165271,0.000120752644],"domain_scores_gemma":[0.9976826,0.00023943197,0.0012577814,0.00009023571,0.0006226455,0.00010734154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009751184,0.000077445955,0.00038553466,0.0003775887,0.00020496911,0.0000072219273,0.00012950237,0.000048047503,0.00033097313],"category_scores_gemma":[0.00022531018,0.000047591744,0.00006297678,0.001023205,0.00035829312,0.0009355656,0.00003434412,0.00017885819,0.0000017363404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006875473,0.00006477575,0.7251729,0.000074152806,0.002121268,0.000001936136,0.12470197,0.000083683015,0.025844939,0.0005603885,0.0022577096,0.11842877],"study_design_scores_gemma":[0.001528839,0.00071037625,0.9392839,0.00073584385,0.0018303149,5.2375395e-7,0.04594859,0.0014357957,0.00066936994,0.00096439617,0.006806889,0.00008513805],"about_ca_topic_score_codex":0.0006232086,"about_ca_topic_score_gemma":0.000028208555,"teacher_disagreement_score":0.21411106,"about_ca_system_score_codex":0.000039437677,"about_ca_system_score_gemma":0.00019336454,"threshold_uncertainty_score":0.36239237},"labels":[],"label_agreement":null},{"id":"W3028706499","doi":"10.20955/es.2020.32","title":"Bad Medicine? Federal Debt and Deficits after COVID-19","year":2020,"lang":"en","type":"article","venue":"Economic Synopses","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social distance; Pandemic; Unemployment; Quarter (Canadian coin); Agency (philosophy); Economic growth; Coronavirus disease 2019 (COVID-19); Development economics; Political science; Economics; Demographic economics; Business; Geography; Sociology; Medicine","score_opus":0.07585730305425187,"score_gpt":0.38854922373497713,"score_spread":0.31269192068072527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028706499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84436095,0.0022619467,0.00005596852,0.13032,0.00055295083,0.00035003116,0.000032751333,0.00014224688,0.02192317],"genre_scores_gemma":[0.9597596,0.00033068363,0.000041385436,0.037101343,0.000839689,0.00011569156,0.000008578696,0.000021558615,0.0017814613],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888694,0.0001098301,0.00035324937,0.00029561832,0.000047998812,0.00030637183],"domain_scores_gemma":[0.99894917,0.0005193971,0.00009617874,0.00011226013,0.00001511082,0.00030787697],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016608993,0.00015507269,0.00031342858,0.000034503366,0.0005528669,0.000008878498,0.00008580357,0.00008209394,0.003496523],"category_scores_gemma":[0.00025957866,0.0001268151,0.00003165408,0.00002669074,0.00011356079,0.00008751285,0.0001500708,0.00016565504,0.0008285885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117587704,0.00000636585,0.74160826,0.00017454967,0.000051431638,0.000013872898,0.009265359,0.000004242511,0.000028047014,0.0024112724,0.24551983,0.0007991761],"study_design_scores_gemma":[0.0026041134,0.00024927087,0.1753868,0.00012751532,0.00006125115,0.00000403632,0.007964003,0.0000928179,0.000022572529,0.0025413423,0.81049675,0.00044953648],"about_ca_topic_score_codex":0.00061057037,"about_ca_topic_score_gemma":0.000726622,"teacher_disagreement_score":0.5662215,"about_ca_system_score_codex":0.00010726663,"about_ca_system_score_gemma":0.00013409823,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W3029959957","doi":"10.3138/cpp.2020-026","title":"Remote Work and Employment Dynamics under COVID-19: Evidence from Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Microdata (statistics); Work (physics); Demographic economics; Coronavirus disease 2019 (COVID-19); Inequality; Geography; Complement (music); Labour economics; Business; Economics; Sociology; Engineering; Demography; Census; Population; Mathematics","score_opus":0.12308224385295223,"score_gpt":0.3884959750852179,"score_spread":0.26541373123226564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029959957","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17724697,0.00072424154,0.00019087433,0.8176465,0.0002935674,0.00042819485,0.00045057444,0.00007960332,0.002939486],"genre_scores_gemma":[0.79004925,0.00015997363,0.00004271076,0.2074993,0.0006614409,0.000021645485,0.000070911825,0.000029462228,0.0014653228],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977301,0.00023709949,0.00035528617,0.00041339724,0.00025004693,0.0010140855],"domain_scores_gemma":[0.99494004,0.0005471022,0.000111138615,0.00030763925,0.000096866155,0.003997236],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00019995851,0.00021965608,0.00028484914,0.00016066692,0.0013194052,0.00004218386,0.00031401473,0.00014141074,0.0005846481],"category_scores_gemma":[0.0027027084,0.0002157887,0.000032415028,0.000650576,0.00010468498,0.00015015915,0.00018451826,0.00041800176,0.000041080548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00001604783,0.000002954407,0.50342983,0.00007264217,0.000103411374,0.000048278227,0.0029945371,0.0000058862906,0.0000011475934,0.031233042,0.45304173,0.009050481],"study_design_scores_gemma":[0.00042983904,0.00002480903,0.23369563,0.00008463158,0.000021387921,5.9985166e-7,0.0017507643,0.00014370697,3.048576e-7,0.0019552212,0.7615738,0.00031930025],"about_ca_topic_score_codex":0.9995135,"about_ca_topic_score_gemma":0.9998787,"teacher_disagreement_score":0.61280227,"about_ca_system_score_codex":0.006523697,"about_ca_system_score_gemma":0.038373806,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W3034020814","doi":"10.2139/ssrn.3627031","title":"Covid-19, Family Stress and Domestic Violence: Remote Work, Isolation and Bargaining Power","year":2020,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Domestic violence; Social isolation; Isolation (microbiology); Survey data collection; Bargaining power; Work (physics); Perspective (graphical); Affect (linguistics); Coronavirus disease 2019 (COVID-19); Empirical evidence; Psychology; Social psychology; Business; Demographic economics; Political science; Poison control; Human factors and ergonomics; Medicine; Economics; Medical emergency; Psychiatry; Engineering","score_opus":0.04471071639795225,"score_gpt":0.39143220269901075,"score_spread":0.3467214863010585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034020814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8201609,0.09260071,0.045923125,0.0329055,0.0018542319,0.001849327,0.000057691563,0.0003004271,0.0043480303],"genre_scores_gemma":[0.9256387,0.070991255,0.00018875195,0.0019477824,0.0006050232,0.000016621669,0.000023696526,0.00005297062,0.00053523673],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957164,0.00059176836,0.00069311104,0.00055039115,0.00034697648,0.002101355],"domain_scores_gemma":[0.99806446,0.00049685396,0.0006104949,0.00021484571,0.00014590657,0.00046746936],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020120486,0.00039417815,0.0005698553,0.00017726076,0.0015423066,0.00006071723,0.00023650442,0.0004241433,0.000044585533],"category_scores_gemma":[0.0009208398,0.00034498036,0.00008960147,0.00015756243,0.00011820213,0.00010636937,0.000777763,0.008120303,0.00001438722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016193229,0.000109243556,0.7743016,0.0023875164,0.0026186171,0.00015097336,0.036630657,0.00029512544,0.00015347831,0.09771104,0.0041857576,0.079836674],"study_design_scores_gemma":[0.0021592793,0.00043419458,0.048544444,0.0032010726,0.00028909618,0.0000566575,0.020857573,0.0002844849,5.8747213e-7,0.92106885,0.0023821318,0.00072165206],"about_ca_topic_score_codex":0.00032445384,"about_ca_topic_score_gemma":0.00039013583,"teacher_disagreement_score":0.82335776,"about_ca_system_score_codex":0.0012538793,"about_ca_system_score_gemma":0.005908817,"threshold_uncertainty_score":0.9999002},"labels":[],"label_agreement":null},{"id":"W3034469241","doi":"","title":"How Australians Pay: New Survey Evidence | Bulletin – March Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","score_opus":0.21404295981553334,"score_gpt":0.4225104816510588,"score_spread":0.20846752183552547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034469241","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031155886,0.00033249924,0.00012594342,0.99165785,0.0014419331,0.0010025084,0.00012662583,0.00013386554,0.002063207],"genre_scores_gemma":[0.96526957,0.00076369604,0.00033836375,0.0012302243,0.0011274004,0.00011220414,0.00004634911,0.0000706813,0.0310415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958232,0.00076088775,0.00086823537,0.00073966867,0.0006765212,0.0011315066],"domain_scores_gemma":[0.9951336,0.0012345503,0.0010138552,0.0017994023,0.0004473098,0.00037130198],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020749082,0.00047657313,0.0008376968,0.00014866362,0.002245413,0.00012757411,0.0012953391,0.0003239486,0.0044674934],"category_scores_gemma":[0.0021252695,0.0003748306,0.0002345228,0.00008927236,0.00042142393,0.00019729532,0.00071132026,0.0009552324,0.0037375812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021248768,0.000065507396,0.098502025,0.00019102225,0.00008898615,0.000014153064,0.0008732518,6.041852e-7,0.00014016018,0.00017401543,0.89969045,0.000047332986],"study_design_scores_gemma":[0.0007285573,0.00014989843,0.383923,0.0005985484,0.000037634967,0.0000016559137,0.00027554744,0.0000011842152,0.000027744549,0.00009433892,0.61386913,0.00029276864],"about_ca_topic_score_codex":0.007750652,"about_ca_topic_score_gemma":0.002291766,"teacher_disagreement_score":0.9904276,"about_ca_system_score_codex":0.00008848187,"about_ca_system_score_gemma":0.00023001582,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W3035043687","doi":"","title":"The Rising Share of Part-time Employment | Bulletin – September Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History","score_opus":0.060655676618585765,"score_gpt":0.3678551186371625,"score_spread":0.30719944201857674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035043687","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014660491,0.0008354523,0.000014969364,0.92026526,0.0014591368,0.001406009,0.00020240719,0.00013749444,0.061018776],"genre_scores_gemma":[0.9850883,0.0004026642,0.00011120702,0.0008470059,0.0007620767,0.00022339729,0.000039073813,0.00007756411,0.01244872],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647945,0.00038245486,0.001263356,0.00046167837,0.000587948,0.0008250879],"domain_scores_gemma":[0.99554926,0.0008156393,0.0014960999,0.0015757189,0.0004111893,0.00015206904],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014047272,0.0003697173,0.00071081164,0.00008030956,0.0035617896,0.000046386533,0.0009491117,0.00020269353,0.007431172],"category_scores_gemma":[0.0004371257,0.00026324086,0.00028640783,0.000052734085,0.00051789446,0.00007245173,0.0007383453,0.00052051764,0.005126028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014606777,0.000104375606,0.007847878,0.00013313354,0.00016971749,0.000004647343,0.0013448457,0.0000018231424,0.00019065295,0.00047502996,0.9895225,0.000059312282],"study_design_scores_gemma":[0.0010502249,0.00015959467,0.028492277,0.0006908251,0.00007661706,0.0000013311674,0.00066949945,0.000008323436,0.00015945417,0.00021607884,0.9682046,0.00027118495],"about_ca_topic_score_codex":0.00025759678,"about_ca_topic_score_gemma":0.000114407565,"teacher_disagreement_score":0.9704278,"about_ca_system_score_codex":0.00005590878,"about_ca_system_score_gemma":0.00007595759,"threshold_uncertainty_score":0.999982},"labels":[],"label_agreement":null},{"id":"W3035797634","doi":"10.1007/s10888-021-09491-w","title":"Did the UK policy response to Covid-19 protect household incomes?","year":2021,"lang":"en","type":"article","venue":"The Journal of Economic Inequality","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; Nuffield Foundation; European Commission; University of Essex","keywords":"Subsidy; Economics; Coronavirus disease 2019 (COVID-19); Microsimulation; Austerity; Safety net; Household income; Per capita; Quarter (Canadian coin); Unemployment; Recession; Wages and salaries; Labour economics; Demographic economics; Economic growth; Macroeconomics; Geography","score_opus":0.1811153194010067,"score_gpt":0.46981577599936664,"score_spread":0.28870045659835997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035797634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7777237,0.00014953203,0.00028152135,0.21995278,0.0005048646,0.00043673284,0.000049107155,0.00001619537,0.00088554114],"genre_scores_gemma":[0.9731019,0.00010525206,0.000030130357,0.023800263,0.0011445573,0.000027395732,8.8162744e-7,0.000018007817,0.0017716129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99376607,0.0045444537,0.0010353101,0.00012444457,0.0001538609,0.00037589043],"domain_scores_gemma":[0.9946904,0.0036616675,0.00075646414,0.0005475854,0.00013075245,0.00021308823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012948822,0.0001490499,0.00040496592,0.00010146193,0.001238801,0.000016866403,0.00049157994,0.000078119694,0.00033335295],"category_scores_gemma":[0.004165188,0.0000792403,0.000148243,0.00016626182,0.000090003356,0.000082257764,0.00042628672,0.00071024935,0.0000968751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017420566,0.0002416535,0.58091736,0.00040742118,0.001103095,0.00008752656,0.11357338,0.003345058,0.0039031666,0.034077503,0.24345201,0.001471224],"study_design_scores_gemma":[0.00394282,0.0006154439,0.4947952,0.00022407819,0.00016321479,0.000102373866,0.02060511,0.000021308775,0.00056078134,0.03515907,0.4433268,0.0004837744],"about_ca_topic_score_codex":0.0019262746,"about_ca_topic_score_gemma":0.0016014399,"teacher_disagreement_score":0.19987479,"about_ca_system_score_codex":0.00089833414,"about_ca_system_score_gemma":0.002260092,"threshold_uncertainty_score":0.9527981},"labels":[],"label_agreement":null},{"id":"W3035938238","doi":"","title":"Is There A Long Run Nexus Among Mental Disorder And Socio-Economic Indicators? : Experiences From An Econometric Study Across 40 Countries","year":2020,"lang":"en","type":"article","venue":"Regional Science Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cointegration; Nexus (standard); Economics; Per capita; Poverty; Granger causality; Causality (physics); Per capita income; Mental health; Development economics; Globalization; Demographic economics; Econometrics; Economic growth; Psychology; Demography","score_opus":0.10637527769092636,"score_gpt":0.43946865313483763,"score_spread":0.33309337544391127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035938238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903226,0.000995668,0.00000835756,0.0071800267,0.0005415206,0.0006327165,0.000042270378,0.00006437671,0.00021246182],"genre_scores_gemma":[0.9971729,0.00020255723,0.000007959817,0.0018345811,0.0005034843,0.00018139774,0.000008935867,0.000013964928,0.00007421579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977457,0.00012408149,0.00039580965,0.0007279477,0.00041217395,0.0005943137],"domain_scores_gemma":[0.9989694,0.00022848377,0.0002447153,0.00020340491,0.00003832194,0.0003157026],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005776792,0.00020931072,0.00030045732,0.00013154547,0.0032936302,0.000115336676,0.0005276811,0.000085332686,0.0005923505],"category_scores_gemma":[0.00004488763,0.00016762005,0.000044505534,0.0005418011,0.0027839215,0.0011739776,0.0005440507,0.00023497749,0.00008811181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024262727,0.000039938182,0.6552634,0.0000055533224,0.000020870333,0.0000018997667,0.34339494,8.2337357e-7,0.0000013876867,0.00009173661,0.0007755395,0.00037965272],"study_design_scores_gemma":[0.0003707065,0.00014099164,0.5912427,0.000012701323,0.0000066829666,1.8717623e-7,0.40592277,0.000070353446,0.0000025963072,0.00010915157,0.0019862894,0.00013492789],"about_ca_topic_score_codex":0.0016103598,"about_ca_topic_score_gemma":0.00063791394,"teacher_disagreement_score":0.06402075,"about_ca_system_score_codex":0.00018670272,"about_ca_system_score_gemma":0.0002775155,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W3035981511","doi":"","title":"Insights into Low Wage Growth in Australia | Bulletin – March Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Wage growth; Wage; Political science; Geography; Economics; Labour economics; Archaeology","score_opus":0.06667683184101102,"score_gpt":0.38095554644036084,"score_spread":0.3142787145993498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035981511","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109929636,0.0002664702,0.000020263953,0.87757045,0.0012191619,0.0011783845,0.000025502239,0.00010630347,0.009683818],"genre_scores_gemma":[0.9951642,0.00030796917,0.00027544808,0.0009954738,0.0005525506,0.0002451474,0.000034599496,0.000055350716,0.0023692627],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996205,0.0004892473,0.001248697,0.00066968024,0.00044524283,0.00094216573],"domain_scores_gemma":[0.9970776,0.00050348043,0.0007817298,0.0011423526,0.00027178496,0.0002230436],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009109793,0.00043645647,0.00085465243,0.0003115746,0.0015531048,0.000030519786,0.0009787148,0.00034215147,0.0033767405],"category_scores_gemma":[0.0006291994,0.00038569616,0.00019436779,0.00010233488,0.0004531993,0.00012459217,0.00069504674,0.00095219136,0.0056983856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002166216,0.00025687623,0.05517119,0.000502632,0.00007363918,0.000046374666,0.005821393,0.0000012837152,0.00039372483,0.0031931659,0.93430877,0.000014318118],"study_design_scores_gemma":[0.0021921005,0.00018421847,0.3675659,0.0009074179,0.000031408075,0.0000010460403,0.0007761288,0.000005481307,0.00014515845,0.0024190503,0.62529606,0.00047601803],"about_ca_topic_score_codex":0.0044272207,"about_ca_topic_score_gemma":0.0012237228,"teacher_disagreement_score":0.88523453,"about_ca_system_score_codex":0.00011658402,"about_ca_system_score_gemma":0.00007290107,"threshold_uncertainty_score":0.9998595},"labels":[],"label_agreement":null},{"id":"W3036066242","doi":"10.5694/mja2.50715","title":"Unemployment, suicide and<scp>COVID</scp>‐19: using the evidence to plan for prevention","year":2020,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Unemployment; Recession; Treasury; Economics; Demographic economics; Population; Depression (economics); Pandemic; Demography; Coronavirus disease 2019 (COVID-19); Medicine; Economic growth; Geography; Disease; Sociology","score_opus":0.44020954292319214,"score_gpt":0.5278563874644172,"score_spread":0.08764684454122507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036066242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86314,0.0005296538,0.0062772543,0.12868685,0.0005804846,0.0007333295,0.000007124584,0.000016146592,0.000029183167],"genre_scores_gemma":[0.98705196,0.000262213,0.0003803492,0.009162041,0.0017273932,0.000023436543,0.0000010248322,0.00001609369,0.001375473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977398,0.000514808,0.0006414088,0.00012729227,0.00061409554,0.0003625875],"domain_scores_gemma":[0.99634296,0.0024929086,0.00039170388,0.000118407566,0.00014365185,0.00051035226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024928227,0.00012669944,0.00027400567,0.000033543245,0.0007613531,0.000016766266,0.00043004318,0.00009421952,0.00014440648],"category_scores_gemma":[0.0061457446,0.00006175472,0.000104092374,0.00016054486,0.00013868714,0.00010574244,0.00017995702,0.0006343093,0.000015389964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060152967,0.000095669755,0.329225,0.0007387688,0.00056567555,0.00008279593,0.04984846,0.00014021822,0.002419165,0.0030574119,0.60967606,0.0035492443],"study_design_scores_gemma":[0.008782939,0.0066213827,0.27427426,0.012364278,0.0022428145,0.00031045493,0.056507852,0.0010535863,0.0007313784,0.023612486,0.6129444,0.000554133],"about_ca_topic_score_codex":0.00013410306,"about_ca_topic_score_gemma":0.000069526286,"teacher_disagreement_score":0.123912,"about_ca_system_score_codex":0.00006285788,"about_ca_system_score_gemma":0.00023157669,"threshold_uncertainty_score":0.73574746},"labels":[],"label_agreement":null},{"id":"W3036097692","doi":"10.4038/gmj.v25i2.8018","title":"Why is COVID-19 killing more African Americans than Whites in the United States?","year":2020,"lang":"en","type":"article","venue":"Galle Medical Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; Politics; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social inequality; Political science; Development economics; Disease; Economic growth; Medicine; Virology; Economics; Infectious disease (medical specialty); Pathology","score_opus":0.11451678727696117,"score_gpt":0.43126093969402934,"score_spread":0.31674415241706816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036097692","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12566814,0.00027532942,0.004647928,0.86711496,0.00024894899,0.0002538053,0.000017091343,0.000057351423,0.0017164671],"genre_scores_gemma":[0.413945,0.0025954805,0.00014042528,0.581825,0.0012274302,0.000042283227,0.0000317348,0.000027339796,0.0001653029],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963904,0.0010249194,0.0006347565,0.0002053145,0.0011097932,0.0006348296],"domain_scores_gemma":[0.9973565,0.0012291144,0.000243762,0.00014062683,0.00011024646,0.0009197709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014394004,0.00017685215,0.00033092906,0.00013185357,0.0011242899,0.00002411263,0.00056682253,0.00011921091,0.0032185458],"category_scores_gemma":[0.0021869137,0.000103084094,0.00009559724,0.00080237904,0.00024673625,0.00006180188,0.00016379033,0.0020308415,0.00005269033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008023503,0.000056893947,0.1736108,0.00006505017,0.00006122259,0.00025654232,0.14086062,0.00003805656,0.0000026087203,0.000091807364,0.6841278,0.0007483555],"study_design_scores_gemma":[0.0011508319,0.0001573537,0.010808555,0.00014980756,0.000027335387,0.00001952117,0.14322698,0.0012613483,4.7309416e-7,0.0006540832,0.8423944,0.00014930543],"about_ca_topic_score_codex":0.001754915,"about_ca_topic_score_gemma":0.00057138776,"teacher_disagreement_score":0.28827685,"about_ca_system_score_codex":0.00012009889,"about_ca_system_score_gemma":0.0004898075,"threshold_uncertainty_score":0.99769264},"labels":[],"label_agreement":null},{"id":"W3036211109","doi":"","title":"Why Is Wage Growth So Low? | Bulletin – June Quarter 2015","year":2015,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Wage growth; Wage; Labour economics; Political science; Economics; Geography","score_opus":0.047484040215401285,"score_gpt":0.3464710141873637,"score_spread":0.2989869739719624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036211109","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024748477,0.00091349793,0.00011711012,0.9837929,0.0017498857,0.00086782034,0.000082980376,0.00027225236,0.00972871],"genre_scores_gemma":[0.93659276,0.00045871374,0.00079037255,0.052666135,0.0017249073,0.00034212827,0.00011711518,0.00017519074,0.007132704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558103,0.00057877874,0.0013402153,0.0006681274,0.0007062869,0.0011255896],"domain_scores_gemma":[0.9968992,0.0005451332,0.0005739311,0.0007459485,0.00075372704,0.0004820648],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001542108,0.0005004103,0.0009137542,0.00024835454,0.0006837092,0.00001869888,0.00051593187,0.0003257168,0.008298945],"category_scores_gemma":[0.00048436868,0.00043687527,0.0002558625,0.00028218006,0.00033859423,0.00008087828,0.00046653944,0.0007355828,0.0118770925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019195008,0.00021721477,0.0034829467,0.00020797523,0.00010820187,0.00000992789,0.007211643,0.0000012598016,0.000098076096,0.00083580747,0.9876286,0.0000064279625],"study_design_scores_gemma":[0.0022111202,0.00025020743,0.0015346978,0.00034176296,0.000069215675,0.000002597979,0.0023053691,0.000006240304,0.00019549261,0.0007640995,0.9918582,0.00046101652],"about_ca_topic_score_codex":0.0010146691,"about_ca_topic_score_gemma":0.00013678886,"teacher_disagreement_score":0.9341179,"about_ca_system_score_codex":0.000116659874,"about_ca_system_score_gemma":0.00016703167,"threshold_uncertainty_score":0.9998083},"labels":[],"label_agreement":null},{"id":"W3036456030","doi":"","title":"Cyclical Labour Market Adjustment in Australia | Bulletin – March Quarter 2016","year":2016,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Business; Political science; History","score_opus":0.04769214318366113,"score_gpt":0.3607923417745122,"score_spread":0.3131001985908511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036456030","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02547288,0.00021783894,0.000041332183,0.9660595,0.00089528726,0.0011236034,0.00016032415,0.00012401455,0.0059052054],"genre_scores_gemma":[0.9722293,0.00060976646,0.00025751232,0.0019036289,0.0006858825,0.00042454997,0.000014306361,0.00006097321,0.023814104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568325,0.00072724395,0.0012933251,0.0006269424,0.00052451895,0.0011447334],"domain_scores_gemma":[0.99766755,0.0009747129,0.00034645954,0.0006003846,0.00018069222,0.00023021361],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012139435,0.00040256468,0.00070263003,0.00027861443,0.00024161421,0.0000062747613,0.00041261982,0.0003029139,0.053503834],"category_scores_gemma":[0.00024994934,0.00027598033,0.00017945802,0.00020415513,0.00023304974,0.000052572086,0.00037185,0.00051653624,0.008613969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004082636,0.00025312623,0.024365166,0.00017718485,0.00006220064,0.000013670216,0.00060979405,2.874421e-7,0.0006916827,0.0014194241,0.9719152,0.00008403051],"study_design_scores_gemma":[0.0022527315,0.00017146331,0.2469854,0.0007043284,0.000019731511,0.0000014922678,0.0003153227,5.393504e-7,0.00004606722,0.00039749185,0.74882203,0.00028337986],"about_ca_topic_score_codex":0.0006716588,"about_ca_topic_score_gemma":0.00020846202,"teacher_disagreement_score":0.9641559,"about_ca_system_score_codex":0.00018508613,"about_ca_system_score_gemma":0.00007720577,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W3036595067","doi":"","title":"Wages for Young Workers up to the Age of 40","year":2018,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Demographic economics; Labour economics; Demography; Economics; Sociology; Accounting","score_opus":0.26475090593322137,"score_gpt":0.5399701239492749,"score_spread":0.27521921801605354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036595067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5359066,0.00969736,0.00042042058,0.35174802,0.0036186704,0.0076958463,0.0001508282,0.0002491286,0.09051314],"genre_scores_gemma":[0.92731404,0.0015845202,0.00011099301,0.0013905242,0.0014611204,0.0010980164,0.000006964368,0.00003490695,0.06699893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965559,0.000550575,0.00055757526,0.00040258348,0.0007532001,0.001180144],"domain_scores_gemma":[0.9943817,0.0031451525,0.00006224559,0.0004933295,0.0017883639,0.00012916642],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028932872,0.00020434498,0.0005537995,0.00012614059,0.003576354,0.000022363152,0.00045143327,0.000099176825,0.00024847602],"category_scores_gemma":[0.004602875,0.00011671987,0.0001460662,0.0008170258,0.0019018232,0.00016294989,0.00091683445,0.00047110324,0.00022738446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012611314,0.00004559633,0.10335048,0.0004575697,0.0010657395,0.000003989297,0.040065583,5.825051e-7,0.00030927232,0.025457798,0.8247313,0.0032509621],"study_design_scores_gemma":[0.00051542284,0.0008380481,0.1331326,0.00028159123,0.000058372512,2.960835e-7,0.056498487,0.000002889472,0.000116503914,0.00571053,0.80267507,0.00017020057],"about_ca_topic_score_codex":0.00041170768,"about_ca_topic_score_gemma":0.011371351,"teacher_disagreement_score":0.39140743,"about_ca_system_score_codex":0.00009963434,"about_ca_system_score_gemma":0.000101198355,"threshold_uncertainty_score":0.99772084},"labels":[],"label_agreement":null},{"id":"W3036647448","doi":"10.1080/14494035.2020.1783788","title":"Trust, but customize: federalism’s impact on the Canadian COVID-19 response","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gradualism; Punctuated equilibrium; Federalism; Coronavirus disease 2019 (COVID-19); Crisis management; Pandemic; Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Style (visual arts); Political economy; Public administration; Economics; Law; Geography; Politics","score_opus":0.13026462366835867,"score_gpt":0.4570717141174394,"score_spread":0.32680709044908074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036647448","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44944674,0.00006372143,0.0000028531008,0.5415953,0.000051060124,0.0003244293,0.00015519543,0.000052051797,0.008308641],"genre_scores_gemma":[0.74558586,0.00013221838,0.000005993076,0.24992153,0.0005729402,0.000043609358,0.000004739427,0.0000121489775,0.0037209785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840087,0.00058372313,0.0001779831,0.00018321245,0.00013726925,0.0005169726],"domain_scores_gemma":[0.99775237,0.0013063843,0.000061485356,0.00014541482,0.000036085767,0.0006982524],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008176408,0.00015169597,0.00019502589,0.000023595308,0.0044848993,0.000028900982,0.000120183715,0.00015292023,0.0003196785],"category_scores_gemma":[0.0014582141,0.000088753906,0.0001553258,0.00017341999,0.00014241903,0.000037935893,0.000074916774,0.00047957155,0.00009325195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035418075,0.0000066779635,0.029848175,0.000044617147,0.00009488453,0.0000032432783,0.10113416,0.0000044948215,0.000017500484,0.021504892,0.8469106,0.000076562435],"study_design_scores_gemma":[0.0017035765,0.00016847928,0.17024648,0.000025822044,0.000029935318,0.0000010082624,0.020683859,0.00018765454,0.0000056034933,0.0021702696,0.8045194,0.00025788782],"about_ca_topic_score_codex":0.45078003,"about_ca_topic_score_gemma":0.04488689,"teacher_disagreement_score":0.40589315,"about_ca_system_score_codex":0.0005732862,"about_ca_system_score_gemma":0.00207079,"threshold_uncertainty_score":0.99681115},"labels":[],"label_agreement":null},{"id":"W3036931873","doi":"10.1007/s10926-020-09908-9","title":"Opening the Workplace After COVID-19: What Lessons Can be Learned from Return-to-Work Research?","year":2020,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Lakehead University","funders":"","keywords":"Health psychology; Coronavirus disease 2019 (COVID-19); Work (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Rehabilitation; Psychology; Applied psychology; Medical education; Medicine; Nursing; Public health; Engineering; Virology; Physical therapy","score_opus":0.33649937576441297,"score_gpt":0.5349574190230262,"score_spread":0.19845804325861321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036931873","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4812142,0.00036761706,0.000461126,0.51693755,0.00037472686,0.00048477433,0.00002557664,0.00001257819,0.00012183518],"genre_scores_gemma":[0.97892684,0.000097672084,0.0023114975,0.01701047,0.0010543172,0.00012985845,0.000023819643,0.00002291108,0.00042263692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952721,0.0021005934,0.00085102307,0.0002549166,0.0011751369,0.0003462123],"domain_scores_gemma":[0.9842758,0.013369381,0.00043923032,0.00020083564,0.0012783366,0.00043638842],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039090253,0.00014191365,0.0002855595,0.00017395732,0.001234812,0.00008781831,0.0003288478,0.00011630157,0.00080326025],"category_scores_gemma":[0.02236327,0.000097016695,0.00013527232,0.00077578647,0.00015175699,0.0005352001,0.00019544098,0.0010909375,0.000063991916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077796136,0.00006868601,0.6024267,0.00011072767,0.00013625708,0.000020263378,0.166555,0.0008684349,0.00019670068,0.0015535736,0.21716213,0.0031218694],"study_design_scores_gemma":[0.001117929,0.00059075304,0.76778716,0.0006449401,0.000042778902,0.0000010335805,0.06932982,0.000042797346,0.000007854178,0.0072933766,0.15298091,0.0001606688],"about_ca_topic_score_codex":0.00020017632,"about_ca_topic_score_gemma":0.00031293006,"teacher_disagreement_score":0.4999271,"about_ca_system_score_codex":0.00053013215,"about_ca_system_score_gemma":0.0010591414,"threshold_uncertainty_score":0.9858718},"labels":[],"label_agreement":null},{"id":"W3037608286","doi":"10.1017/s1041610220000551","title":"Coronavirus epidemic and geriatric mental healthcare in China: how a coordinated response by professional organizations helped older adults during an unprecedented crisis","year":2020,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); China; Crisis response; Content (measure theory); Action (physics); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Nursing; Gerontology; Medicine; Political science; Public relations; Psychiatry; Virology","score_opus":0.03096399080184747,"score_gpt":0.40169200619554324,"score_spread":0.37072801539369576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037608286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.820807,0.0005740521,0.00007127143,0.17508848,0.0016244835,0.0010820202,0.00053226243,0.00017238648,0.000048049475],"genre_scores_gemma":[0.99381983,0.0006636613,0.00010905881,0.0032354812,0.000393683,0.00019554661,0.000630463,0.00006976436,0.0008824871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965825,0.00089852646,0.0007781096,0.00074502686,0.00047504413,0.0005207641],"domain_scores_gemma":[0.99836284,0.00026750378,0.00041155165,0.00019429566,0.0004424324,0.0003213475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005305622,0.00032666686,0.0003905727,0.00032926723,0.0007177835,0.00003889077,0.00035805305,0.0002603891,0.00037139482],"category_scores_gemma":[0.00062142446,0.0003194894,0.00005034113,0.0011909254,0.00003782529,0.0004359269,0.00026491797,0.0006686788,0.00003890929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007378523,0.0004899092,0.84169555,0.00024560487,0.00013604942,0.00002370655,0.030510318,0.0000062931326,0.006649079,0.00020238933,0.11206997,0.000592604],"study_design_scores_gemma":[0.007886074,0.0002289299,0.9719906,0.00023399493,0.000027276626,0.0000069227085,0.011524637,0.0004305512,0.00010133498,0.000104882194,0.00698081,0.00048397834],"about_ca_topic_score_codex":0.0006178125,"about_ca_topic_score_gemma":0.00027271517,"teacher_disagreement_score":0.17301287,"about_ca_system_score_codex":0.0003665643,"about_ca_system_score_gemma":0.00016441921,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W3037651892","doi":"10.3138/cpp.2020-078","title":"Waiting for Recovery: The Canadian Labour Market in June 2020","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Unemployment; Recall; Warning signs; Labour economics; Work (physics); Demographic economics; Job market; Business; Economics; Psychology; Economic growth; Engineering","score_opus":0.07040534638298422,"score_gpt":0.36234399174062015,"score_spread":0.2919386453576359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037651892","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02747297,0.00016049367,0.000001730063,0.86192083,0.00046376875,0.0010057689,0.0008263829,0.000040817347,0.108107254],"genre_scores_gemma":[0.8474553,0.0000493684,0.000017985956,0.13313594,0.0020580166,0.00034023635,0.000058426966,0.00004041448,0.016844282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742043,0.00023669864,0.0003615874,0.000275733,0.00011604604,0.0015894811],"domain_scores_gemma":[0.99763036,0.0003198436,0.00009031415,0.00022676463,0.00014824433,0.0015844496],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007025192,0.00017196732,0.00024213613,0.00037366696,0.0020554701,0.000060386454,0.00040527774,0.00017478628,0.001046492],"category_scores_gemma":[0.0031497607,0.00014448089,0.00006746028,0.0010004079,0.00006439235,0.00015248521,0.0000611032,0.00049177173,0.00014667089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000695122,0.000001877951,0.05447957,0.000056611563,0.000027934304,0.000009598183,0.0019776428,6.1823624e-7,6.8232373e-7,0.10490411,0.83420426,0.0043301634],"study_design_scores_gemma":[0.00040946814,0.000018614408,0.061980456,0.000027720313,0.0000049143255,5.457814e-7,0.0012992207,0.00015973717,2.5871432e-7,0.001766029,0.9341812,0.00015182396],"about_ca_topic_score_codex":0.9876928,"about_ca_topic_score_gemma":0.9997623,"teacher_disagreement_score":0.81998235,"about_ca_system_score_codex":0.0017535932,"about_ca_system_score_gemma":0.016067183,"threshold_uncertainty_score":0.99986666},"labels":[],"label_agreement":null},{"id":"W3037727526","doi":"10.3138/cpp.2020-049","title":"Initial Impacts of the COVID-19 Pandemic on the Canadian Labour Market","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":318,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; Wilfrid Laurier University; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Virology; Medicine; Outbreak; Internal medicine","score_opus":0.16844317790316576,"score_gpt":0.4218727448976722,"score_spread":0.2534295669945064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037727526","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15859719,0.000043948952,3.0626774e-7,0.719878,0.00026137108,0.00058700546,0.0010093127,0.00003428954,0.119588576],"genre_scores_gemma":[0.69153666,0.000019255263,5.405776e-7,0.3058165,0.0007081517,0.000047597954,0.000009365956,0.000018614512,0.0018432947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745846,0.0006530974,0.00031881745,0.00020251537,0.00023027415,0.0011368673],"domain_scores_gemma":[0.99588966,0.00049250294,0.00014547563,0.00041373287,0.000133625,0.0029250195],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069362624,0.00017596406,0.00021492368,0.00029603313,0.002630146,0.000031139127,0.00067045726,0.00018696555,0.0028087522],"category_scores_gemma":[0.007901304,0.000106841275,0.00008668187,0.0009329561,0.00022813086,0.00007338082,0.00009891328,0.0006733948,0.00014239702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062738995,0.0000022248519,0.30766055,0.00003823724,0.000035323716,0.0000043577757,0.0031573896,2.2281135e-7,0.0000017491087,0.15585582,0.5329198,0.00031806773],"study_design_scores_gemma":[0.00028364523,0.000025003112,0.18208972,0.000017935243,0.000006936214,0.0000014451601,0.0007615345,0.0000037409993,8.072797e-7,0.0012342794,0.8154747,0.000100284014],"about_ca_topic_score_codex":0.99189925,"about_ca_topic_score_gemma":0.99929816,"teacher_disagreement_score":0.5329395,"about_ca_system_score_codex":0.0027840522,"about_ca_system_score_gemma":0.044760626,"threshold_uncertainty_score":0.9986683},"labels":[],"label_agreement":null},{"id":"W3037953309","doi":"10.3138/cpp.2020-054","title":"The Effect of Differences in Treatment of the Canada Emergency Response Benefit across Provincial and Territorial Income Assistance Programs","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Earnings; Cash; Business; Finance","score_opus":0.033978236589667504,"score_gpt":0.34513474777631764,"score_spread":0.3111565111866501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037953309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9408024,0.00034949774,4.7887085e-8,0.05671768,0.0007031683,0.0008868388,0.00030321794,0.0000066564835,0.00023049474],"genre_scores_gemma":[0.99851596,0.000070170856,5.0762293e-7,0.00010356086,0.00058461924,0.00021955257,0.0000035452458,0.000009758589,0.00049232814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820274,0.00047453056,0.0003899566,0.00016171395,0.00018694617,0.00058412884],"domain_scores_gemma":[0.99884844,0.0004113069,0.0001760115,0.00020294664,0.000063672596,0.00029764487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003171784,0.00014278294,0.00028768321,0.000045799632,0.00081181136,0.000010637762,0.00026068525,0.00007479353,0.0000083427285],"category_scores_gemma":[0.0009550379,0.000075950076,0.000045108296,0.0004285125,0.0001519982,0.000043520504,0.000075817654,0.0001286428,3.4355537e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001938188,0.000005928626,0.9831329,0.00007075243,0.000030512296,0.0000014842598,0.0031877146,3.1227668e-8,0.000006911439,0.0013900403,0.0005714268,0.011408506],"study_design_scores_gemma":[0.0007425718,0.00041480982,0.92876315,0.00003828834,0.0000070272613,1.1606249e-7,0.00052372017,0.0000027127867,0.000012922868,0.00006249664,0.069362566,0.00006960386],"about_ca_topic_score_codex":0.98918086,"about_ca_topic_score_gemma":0.9997799,"teacher_disagreement_score":0.068791136,"about_ca_system_score_codex":0.0009954952,"about_ca_system_score_gemma":0.0059329425,"threshold_uncertainty_score":0.9997025},"labels":[],"label_agreement":null},{"id":"W3038675318","doi":"10.3138/cpp.2020-077","title":"COVID-19 and the Gender Employment Gap among Parents of Young Children","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Gender gap; Psychology; Child care; 2019-20 coronavirus outbreak; Demographic economics; Political science; Medicine; Nursing; Economics","score_opus":0.11292067052861528,"score_gpt":0.38588537125814115,"score_spread":0.2729647007295259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038675318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6292056,0.00060212833,0.000017560464,0.3413412,0.0001747294,0.0012477902,0.00038968577,0.00007108364,0.026950223],"genre_scores_gemma":[0.9526679,0.00013734457,0.0000038672147,0.04590791,0.00048441452,0.00011211143,0.000044559645,0.000021038048,0.0006208321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821794,0.00032034572,0.00035477438,0.00023360702,0.00018572787,0.0006876293],"domain_scores_gemma":[0.99755186,0.0001405211,0.00014790297,0.00023856387,0.000077645556,0.0018434911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038886716,0.00015549995,0.00027680947,0.00019149751,0.0010551476,0.00002008982,0.00027970213,0.000099043034,0.00032684227],"category_scores_gemma":[0.0015948069,0.0001108429,0.00005950307,0.00038144656,0.00036878037,0.00010221094,0.00016737053,0.00026761746,0.000030216357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000091094935,0.0000040188597,0.849107,0.000047287052,0.00009743677,0.000001419001,0.00991282,2.785215e-7,4.1586534e-7,0.071876034,0.068604365,0.0003398035],"study_design_scores_gemma":[0.00205073,0.000023307754,0.88700426,0.000012775706,0.000031480526,0.0000013723715,0.0020726982,0.0000141345445,5.4697176e-7,0.0017735991,0.10685963,0.0001554927],"about_ca_topic_score_codex":0.65388465,"about_ca_topic_score_gemma":0.40106392,"teacher_disagreement_score":0.3234623,"about_ca_system_score_codex":0.0004851907,"about_ca_system_score_gemma":0.004119999,"threshold_uncertainty_score":0.81154495},"labels":[],"label_agreement":null},{"id":"W3038770234","doi":"10.26504/bp202104","title":"Child poverty in Ireland and the pandemic recession","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"European Commission; University of Essex","keywords":"Recession; Poverty; Pandemic; Great recession; Coronavirus disease 2019 (COVID-19); Child poverty; Development economics; Economics; Demographic economics; Economic growth; Labour economics; Medicine; Keynesian economics","score_opus":0.07161781765490478,"score_gpt":0.40556296280979653,"score_spread":0.33394514515489176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038770234","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16507868,0.0054497016,0.00008380462,0.38785988,0.0022591727,0.003709822,0.00003872839,0.00034391513,0.43517628],"genre_scores_gemma":[0.9606402,0.016180351,0.000047905538,0.0144603215,0.0005274374,0.00036090706,0.000034999543,0.000029776476,0.007718132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823046,0.00055342086,0.00044238428,0.0003583558,0.0001535042,0.00026185953],"domain_scores_gemma":[0.9988311,0.00067028316,0.00017181887,0.00024097801,0.000030088368,0.000055733344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888813,0.00020066532,0.00046197796,0.00004479617,0.00054261263,0.000009687745,0.00017714934,0.00033612736,0.00026531355],"category_scores_gemma":[0.0002748482,0.0000979063,0.00005667748,0.000076137265,0.00008724327,0.000026927875,0.001790385,0.0020181977,0.000050317114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030600405,0.000013278132,0.9137456,0.00038388718,0.000051500323,0.0000022937131,0.007948066,0.0000013484364,0.0000013774637,0.003768606,0.07178717,0.0019908648],"study_design_scores_gemma":[0.007105726,0.000032206775,0.82681596,0.0027045931,0.000085258616,9.757439e-7,0.0037423645,0.00026863467,0.0000015988845,0.07550198,0.08329481,0.00044591402],"about_ca_topic_score_codex":0.0020182612,"about_ca_topic_score_gemma":0.0030995982,"teacher_disagreement_score":0.7955615,"about_ca_system_score_codex":0.000051467727,"about_ca_system_score_gemma":0.00006658794,"threshold_uncertainty_score":0.87681764},"labels":[],"label_agreement":null},{"id":"W3039197206","doi":"10.5430/ijfr.v11n3p155","title":"Factors Influencing Job Stress Among Malaysian Traffic Police Officers","year":2020,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Workload; Likert scale; Traffic police; Applied psychology; Psychology; Scale (ratio); Work–life balance; Work (physics); Engineering; Medicine; Computer science; Nursing","score_opus":0.18549050552937027,"score_gpt":0.4897888217431444,"score_spread":0.3042983162137741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039197206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98579484,0.00008429998,0.000024529929,0.009001259,0.00094206096,0.00019183026,0.000035920002,0.000019005312,0.003906239],"genre_scores_gemma":[0.99649817,0.00010052259,0.000021580976,0.00046957537,0.0024239565,0.000006938762,0.000004252202,0.000019421188,0.00045559354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996651,0.00038161583,0.0007239112,0.0001669631,0.001576026,0.00050050596],"domain_scores_gemma":[0.9964748,0.0007137217,0.00033689,0.00008493185,0.002107769,0.00028186923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009902203,0.00013451868,0.00027807843,0.00038575754,0.00047564428,0.000037961705,0.0007911953,0.00012981889,0.00032784592],"category_scores_gemma":[0.0020631806,0.00010667462,0.00014961748,0.00035836283,0.00015038557,0.00033948076,0.00027513667,0.0015496768,0.00006430126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034522224,0.00005339605,0.93594265,0.00005420224,0.00012459228,0.00007381167,0.03646074,0.00029406633,0.00032740447,0.0010867,0.018103005,0.0071342187],"study_design_scores_gemma":[0.000748898,0.00024262379,0.97716534,0.0003469043,0.000009652569,9.69762e-7,0.0057229972,0.000044208664,0.00013303771,0.00004884586,0.015429027,0.00010747652],"about_ca_topic_score_codex":0.00090873585,"about_ca_topic_score_gemma":0.000842371,"teacher_disagreement_score":0.041222718,"about_ca_system_score_codex":0.00034755786,"about_ca_system_score_gemma":0.0009595562,"threshold_uncertainty_score":0.67326605},"labels":[],"label_agreement":null},{"id":"W3040272541","doi":"10.1007/978-3-030-42054-3_2","title":"A Relationship Dominated by Employment Relations","year":2020,"lang":"en","type":"book-chapter","venue":"Global dynamics of social policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Welfare state; Wage; Narrative; Political science; Industrial relations; State (computer science); Welfare; Political economy; Sociology; History; Politics; Law; Art","score_opus":0.03832689696559173,"score_gpt":0.3849579432668133,"score_spread":0.3466310463012216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040272541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047426415,0.00024781565,0.00011328107,0.057920106,0.0003397102,0.0009554449,0.007694961,0.00019195973,0.93206245],"genre_scores_gemma":[0.16046898,0.00014174658,0.0000895793,0.0017776763,0.0016555267,0.000085125364,0.0035962854,0.00012247707,0.8320626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99759954,0.00011522998,0.000996018,0.00037692883,0.00045063283,0.00046163087],"domain_scores_gemma":[0.99825567,0.0001804038,0.00087195524,0.00022507564,0.00031024398,0.00015664878],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017081155,0.00041359168,0.0007272159,0.00011837327,0.0011922647,0.000008040059,0.0002844115,0.00094756635,0.00030229238],"category_scores_gemma":[0.0002749138,0.00044695512,0.00031300943,0.00020308877,0.00028831663,0.00007133838,0.00035723948,0.0009011416,0.00058471406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043764583,0.000017778568,0.00446362,0.000100195786,0.00016290642,0.0000015923707,0.00074395846,6.100602e-7,3.9036203e-7,0.8359713,0.15788601,0.0006078972],"study_design_scores_gemma":[0.0011663092,0.000111131034,0.026931256,0.00024545242,0.00034371592,4.4483835e-7,0.00047638163,0.00003941989,7.6392936e-8,0.62190413,0.34818032,0.00060137536],"about_ca_topic_score_codex":0.002196446,"about_ca_topic_score_gemma":0.0012340763,"teacher_disagreement_score":0.21406716,"about_ca_system_score_codex":0.0025629865,"about_ca_system_score_gemma":0.00066493626,"threshold_uncertainty_score":0.99979824},"labels":[],"label_agreement":null},{"id":"W3040558058","doi":"10.3138/cpp.2020-044","title":"Playbook for Labour Policies for Novel Shocks Such as COVID-19","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Labour economics; Medicine; Virology; Internal medicine","score_opus":0.17881607719796616,"score_gpt":0.4527536899585015,"score_spread":0.27393761276053535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040558058","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018644726,0.0001674249,0.001200159,0.93904245,0.00042772657,0.0027208633,0.005211132,0.000218581,0.032366958],"genre_scores_gemma":[0.49647304,0.00002943837,0.00013762014,0.46559203,0.004200981,0.0015793071,0.00025305786,0.00007771552,0.031656787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973695,0.0000614636,0.00041917068,0.00037528318,0.00014820843,0.0016263645],"domain_scores_gemma":[0.99572027,0.0006548844,0.00013552951,0.00026094462,0.0002982904,0.002930055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034287927,0.00025019536,0.00036782539,0.00045319056,0.0023357084,0.000051118455,0.00042961395,0.00024626157,0.00045149497],"category_scores_gemma":[0.006778827,0.0002451304,0.00014116737,0.0004930581,0.00010711923,0.0001680522,0.00009568071,0.0002574494,0.0001253686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020287836,0.0000069706443,0.0077698077,0.0002128019,0.00005185293,8.6162026e-7,0.0037094888,6.8538014e-7,0.00001754294,0.51995707,0.4678682,0.00038443608],"study_design_scores_gemma":[0.0016790851,0.00012390222,0.0030949025,0.000013679328,0.000016383316,0.0000011012049,0.0019474775,0.000031499516,0.0000051809466,0.0053540613,0.9874744,0.00025834155],"about_ca_topic_score_codex":0.47878137,"about_ca_topic_score_gemma":0.50899196,"teacher_disagreement_score":0.5196062,"about_ca_system_score_codex":0.0016192775,"about_ca_system_score_gemma":0.019415658,"threshold_uncertainty_score":0.9996127},"labels":[],"label_agreement":null},{"id":"W3040825042","doi":"10.5539/ijef.v12n8p65","title":"Economic Insecurity in the Italian Macro-Regions","year":2020,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inequality; Economic inequality; Demographic economics; Index (typography); Economics; Population; Development economics; Shock (circulatory); Economic growth; Sociology; Demography","score_opus":0.057966298819810635,"score_gpt":0.3599840000621728,"score_spread":0.30201770124236216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040825042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.915743,0.00034472428,0.000011183523,0.080548346,0.000601338,0.00006628436,0.00002572818,0.0000012960774,0.002658093],"genre_scores_gemma":[0.9892114,0.0060149375,0.00004240535,0.0040960023,0.0005709138,0.000004212569,0.0000015011399,0.0000040643836,0.00005456421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939024,0.000029590108,0.00038563166,0.00007181977,0.000029749088,0.00009295905],"domain_scores_gemma":[0.99949276,0.00011941919,0.0002805869,0.000040791627,0.000045849225,0.000020616219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024598013,0.00005577623,0.00013017583,0.00003701204,0.00008842855,0.000013637948,0.00025144283,0.00003141755,0.000024892792],"category_scores_gemma":[0.000033657405,0.000041833566,0.000044611304,0.00001584085,0.000036489884,0.00013487962,0.000061536055,0.00022235476,0.000018934625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022183527,0.000053126103,0.23370506,0.000013987684,0.00012388594,0.00004419644,0.017519163,0.00069285365,0.000004420987,0.71688676,0.026332425,0.004402281],"study_design_scores_gemma":[0.001704257,0.00013757311,0.18368097,0.00008781485,0.000010916676,0.000022153754,0.0021588574,0.0014104808,0.0000058318356,0.05050754,0.7601326,0.00014101932],"about_ca_topic_score_codex":0.00007521794,"about_ca_topic_score_gemma":0.0004407123,"teacher_disagreement_score":0.7338002,"about_ca_system_score_codex":0.000056510526,"about_ca_system_score_gemma":0.00006886716,"threshold_uncertainty_score":0.17059234},"labels":[],"label_agreement":null},{"id":"W3041000119","doi":"10.18192/potentia.v5i0.4407","title":"Oddities in the Canadian Labour Force in the 21st Century","year":2014,"lang":"en","type":"article","venue":"Potentia Journal of International Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Phenomenon; Task (project management); Labour economics; Unemployment; Business; Economics; Demographic economics; Economic growth; Management","score_opus":0.0222453698396472,"score_gpt":0.32686730154830673,"score_spread":0.30462193170865953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041000119","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35618427,0.00103147,0.000049281574,0.21587312,0.0044105817,0.00048008116,0.00004815356,0.000007747959,0.4219153],"genre_scores_gemma":[0.99484986,0.0004196744,0.000033494343,0.002967528,0.00066905475,0.000011932354,0.000006772954,0.000007372596,0.0010343032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820447,0.0004754147,0.0004980757,0.000073496,0.00047059706,0.00027795247],"domain_scores_gemma":[0.99890023,0.0004539767,0.0002646417,0.00010007383,0.00023506796,0.000045990815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018958137,0.000093159164,0.00014075954,0.00027418102,0.00032422732,0.000036040543,0.0006658726,0.000057146455,0.00044435216],"category_scores_gemma":[0.00029624804,0.000050202532,0.00008103307,0.00014143913,0.000051171446,0.00016601844,0.00004094714,0.0006334526,0.000058047503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008639117,0.00013103017,0.568048,0.00005043452,0.00014414366,0.00008046573,0.04201663,0.00010388715,0.000022314385,0.3357236,0.050933037,0.0026600594],"study_design_scores_gemma":[0.00085636385,0.000058839487,0.5495719,0.00023352272,0.0000129085265,0.000030651197,0.101554245,0.000036100642,0.0000025274974,0.0068930574,0.34065816,0.00009178468],"about_ca_topic_score_codex":0.023416685,"about_ca_topic_score_gemma":0.3533526,"teacher_disagreement_score":0.6386656,"about_ca_system_score_codex":0.00018741202,"about_ca_system_score_gemma":0.00015013746,"threshold_uncertainty_score":0.98308647},"labels":[],"label_agreement":null},{"id":"W3041355504","doi":"","title":"Angela Marie MacDougall: The Pandemic and Increases in Gender-Based Violence","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Gender studies; Sociology; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.05892960629689314,"score_gpt":0.3007475585811235,"score_spread":0.24181795228423036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041355504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887986,0.00072103593,0.00012260478,0.004474265,0.000087485,0.00046294782,0.000035075664,0.00013186676,0.0051661246],"genre_scores_gemma":[0.9954658,0.0010148976,0.000026978187,0.0029456762,0.00007083789,0.000003934313,0.000014320248,0.00001325681,0.0004442999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986831,0.0003768141,0.00016523134,0.00029156267,0.00014644381,0.00033684165],"domain_scores_gemma":[0.99893546,0.00062562467,0.00008305285,0.00016890415,0.00005257656,0.00013438403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017919076,0.00015460336,0.0002009713,0.000108725995,0.0005726302,0.0000075017942,0.0002575357,0.00011471668,0.00019100311],"category_scores_gemma":[0.00013123937,0.0001255887,0.000044881446,0.00052029366,0.0001436011,0.00012348642,0.00026858307,0.0004398955,0.00004775229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014718845,0.000025087329,0.98806506,0.00006933641,0.000020844653,0.00005135844,0.00013338725,0.000007429604,0.0000027960268,0.00076895446,0.009516315,0.0011922404],"study_design_scores_gemma":[0.0033045642,0.00013567277,0.51046085,0.00028459492,0.00010724683,2.2947382e-9,0.059075564,0.00040810602,0.00002518188,0.0006304621,0.4251692,0.00039853773],"about_ca_topic_score_codex":0.0015001863,"about_ca_topic_score_gemma":0.041092347,"teacher_disagreement_score":0.4776042,"about_ca_system_score_codex":0.00008492349,"about_ca_system_score_gemma":0.000114286915,"threshold_uncertainty_score":0.9764052},"labels":[],"label_agreement":null},{"id":"W3041574337","doi":"","title":"Abstract for Cyclical Labour Market Adjustment in Australia | Bulletin – March Quarter 2016","year":2016,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Labour economics; History","score_opus":0.05855583142089942,"score_gpt":0.3752782202417576,"score_spread":0.3167223888208582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041574337","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02337274,0.00018432763,0.00008426006,0.96985054,0.00091968884,0.0020274352,0.00039962382,0.00010758609,0.0030537986],"genre_scores_gemma":[0.98374695,0.00037680482,0.0004590783,0.0013890297,0.00077777624,0.0009560185,0.000025416364,0.00006619828,0.012202742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963002,0.00028781628,0.0012967227,0.0006005552,0.00040340069,0.0011112981],"domain_scores_gemma":[0.9971377,0.0015639311,0.00038413442,0.00049823243,0.00021412519,0.00020182788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013233053,0.0003827799,0.00067581557,0.00023636247,0.0002543352,0.000006765012,0.00036526058,0.00030270818,0.028516442],"category_scores_gemma":[0.00030987733,0.00026627307,0.00022026866,0.000129692,0.00017706562,0.00005220303,0.00021049475,0.00039027954,0.0030931055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007184628,0.00027595903,0.0089577325,0.00036291644,0.00007039664,0.000005579643,0.00043866443,3.9951556e-7,0.0010876578,0.001217259,0.98673964,0.00012535081],"study_design_scores_gemma":[0.0027750996,0.0001793643,0.27410418,0.0006882331,0.000020123134,7.0547134e-7,0.00026406924,5.708331e-7,0.000061562736,0.0005451968,0.7210951,0.0002658091],"about_ca_topic_score_codex":0.0004409812,"about_ca_topic_score_gemma":0.00018986574,"teacher_disagreement_score":0.9684615,"about_ca_system_score_codex":0.00016405954,"about_ca_system_score_gemma":0.00007956247,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W3042134499","doi":"","title":"Employment Outcomes of the Economically Disadvantaged | Bulletin – March Quarter 2014","year":2014,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Disadvantaged; Economic growth; Political science; Economics; Geography","score_opus":0.025588830158972866,"score_gpt":0.32815188030612874,"score_spread":0.3025630501471559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042134499","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055853132,0.00007772441,0.00010419168,0.9353605,0.0010128688,0.0011011502,0.00007324617,0.000086519045,0.0063306624],"genre_scores_gemma":[0.9944179,0.000081506216,0.0002477018,0.0032404738,0.00023932109,0.00015872257,0.000016059646,0.000055277542,0.001543038],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639773,0.0007389599,0.0013575288,0.00044145714,0.0004122479,0.0006520982],"domain_scores_gemma":[0.99683064,0.0012531338,0.0007032388,0.0009138551,0.00017276854,0.0001263659],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012150281,0.00034783466,0.00084502104,0.0001119869,0.00051940925,0.000007000553,0.00064963434,0.0001668582,0.005030679],"category_scores_gemma":[0.00030430758,0.00023364808,0.000353136,0.00009150632,0.00033341965,0.000030136789,0.0005803043,0.00051998545,0.0016896686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012134915,0.00020371734,0.19852118,0.00017525641,0.00015945679,3.6801174e-7,0.0012252452,0.000010559712,0.0003987261,0.0029951613,0.7961576,0.000031347692],"study_design_scores_gemma":[0.0011806118,0.00014732171,0.27022326,0.00013665452,0.000056591216,4.2399876e-7,0.00042621893,0.000006074522,0.00012588185,0.00036620614,0.7271187,0.00021208517],"about_ca_topic_score_codex":0.00025204304,"about_ca_topic_score_gemma":0.00013172616,"teacher_disagreement_score":0.9385648,"about_ca_system_score_codex":0.00006644914,"about_ca_system_score_gemma":0.00005424085,"threshold_uncertainty_score":0.99908763},"labels":[],"label_agreement":null},{"id":"W3042180517","doi":"10.1108/jes-07-2019-0315","title":"Overeducation, persistence and unemployment in Spanish labour market","year":2020,"lang":"en","type":"article","venue":"Journal of Economic Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Economics; Seriousness; Phenomenon; Persistence (discontinuity); Labour economics; Discouraged worker; Probit model; Demographic economics; Term (time); Originality; Econometrics; Macroeconomics; Unemployment rate; Psychology; Political science","score_opus":0.136554035109916,"score_gpt":0.40716927476415166,"score_spread":0.2706152396542356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042180517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93147916,0.0069736764,0.0000011348461,0.057113655,0.0006950368,0.00014871998,0.0000065759864,0.0000063310026,0.0035757043],"genre_scores_gemma":[0.9877287,0.007838667,0.00010282128,0.0021404189,0.0005823449,0.000010971487,2.026657e-7,0.000009362556,0.0015865173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890447,0.0001076453,0.00061848474,0.00012018377,0.00006192893,0.00018731815],"domain_scores_gemma":[0.9990162,0.00034263916,0.00040059153,0.00005434906,0.00010938736,0.00007682225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046534886,0.0001023946,0.0003928584,0.000060631588,0.00020684626,0.0000062235363,0.00008837864,0.000032818392,0.00023389272],"category_scores_gemma":[0.000288938,0.0000833522,0.00004840571,0.00004752026,0.00006385509,0.00013729584,0.00012655497,0.00021540404,0.000021641921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008770371,0.000018048591,0.8510916,0.00013373491,0.00022760357,0.000005479054,0.023305468,0.0000091063785,0.000011831787,0.0012139113,0.12351509,0.00038040575],"study_design_scores_gemma":[0.0016353054,0.0002817009,0.8046566,0.00032736416,0.000057838683,0.0000050762924,0.11674018,0.00002071872,0.00001055623,0.002236155,0.07385884,0.00016962417],"about_ca_topic_score_codex":0.00003087426,"about_ca_topic_score_gemma":0.00013884917,"teacher_disagreement_score":0.093434714,"about_ca_system_score_codex":0.00021718422,"about_ca_system_score_gemma":0.000121539546,"threshold_uncertainty_score":0.33990037},"labels":[],"label_agreement":null},{"id":"W3042286538","doi":"","title":"Abstract for Employment Outcomes of the Economically Disadvantaged | Bulletin – March Quarter 2014","year":2014,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Disadvantaged; Political science; Economic growth; Economics; Geography","score_opus":0.03215856125513672,"score_gpt":0.3438410310359974,"score_spread":0.31168246978086067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042286538","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04741194,0.00006830969,0.00023399823,0.9457966,0.0010397541,0.0019749783,0.00014739008,0.00007571408,0.0032513328],"genre_scores_gemma":[0.9956978,0.00005321633,0.0003882395,0.0023110327,0.0002725185,0.00035399507,0.00002700963,0.00005842437,0.0008377834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699694,0.00029242245,0.0013404397,0.0004217591,0.00031339098,0.00063504424],"domain_scores_gemma":[0.9962444,0.001960643,0.000746527,0.00073871,0.00019876246,0.00011098266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012824666,0.0003270073,0.0007977969,0.00009665273,0.00052361557,0.000007355913,0.0005577395,0.00016607471,0.0028362225],"category_scores_gemma":[0.00036490356,0.00022269477,0.00041467973,0.00005842191,0.00024692123,0.000029925055,0.00032230606,0.00038688813,0.00064687984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002424648,0.00024550103,0.08627756,0.00038865398,0.0001920566,1.8807067e-7,0.0009739812,0.000017344535,0.0006927634,0.0027703855,0.9081511,0.00004802942],"study_design_scores_gemma":[0.0014938883,0.0001555686,0.30310693,0.00014125522,0.0000553274,2.0833188e-7,0.00035974,0.00000690094,0.0001600398,0.0005063588,0.6938119,0.00020185519],"about_ca_topic_score_codex":0.00016980407,"about_ca_topic_score_gemma":0.00012213372,"teacher_disagreement_score":0.9482858,"about_ca_system_score_codex":0.000060201874,"about_ca_system_score_gemma":0.00005510692,"threshold_uncertainty_score":0.9980753},"labels":[],"label_agreement":null},{"id":"W3042495122","doi":"10.3138/cpp.2020-065","title":"Automation and Reallocation: Will COVID-19 Usher in the Future of Work?","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Recession; Restructuring; Status quo; Incentive; Productivity; Boom; Business; Work (physics); Labour economics; Government (linguistics); Economics; Industrial organization; Market economy; Economic growth; Engineering; Macroeconomics; Finance","score_opus":0.07395215690076139,"score_gpt":0.38821849694502825,"score_spread":0.31426634004426685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042495122","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066314384,0.00046360388,0.000012918802,0.9179911,0.00008848566,0.00040258607,0.00003274152,0.000027978094,0.014666199],"genre_scores_gemma":[0.91838765,0.00010735358,0.0000128102265,0.0802933,0.0007752306,0.00006138868,0.00002677466,0.000007566793,0.0003279494],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990334,0.00022826876,0.0002148364,0.0001187066,0.00009855244,0.00030621892],"domain_scores_gemma":[0.9991729,0.00011567689,0.00007499909,0.00014056837,0.000055624598,0.00044017917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031999752,0.00007369992,0.00011782204,0.00019296391,0.0003733561,0.0000118028975,0.00015209035,0.00009385488,0.0001530015],"category_scores_gemma":[0.00054605876,0.000055228244,0.000016265609,0.00078510604,0.000060492377,0.00013471216,0.000028605942,0.00018743581,0.000014011125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050228964,0.0000052536607,0.34978047,0.00012998152,0.000013644126,0.0000028055895,0.030763172,7.366597e-7,9.0172955e-7,0.29872358,0.31132102,0.00925342],"study_design_scores_gemma":[0.00022064766,0.000011375223,0.2662054,0.0000105520685,0.0000027381739,3.291485e-7,0.0034441762,0.000010261451,4.953454e-8,0.0009456207,0.72910297,0.000045884797],"about_ca_topic_score_codex":0.17236318,"about_ca_topic_score_gemma":0.48121166,"teacher_disagreement_score":0.85207325,"about_ca_system_score_codex":0.00033866373,"about_ca_system_score_gemma":0.0030348024,"threshold_uncertainty_score":0.8331481},"labels":[],"label_agreement":null},{"id":"W3042546427","doi":"10.1177/0020715220940009","title":"Redefining norms, exploring new avenues: Negotiations of women informal workers in Delhi","year":2020,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Indian Council of Social Science Research","keywords":"Oppression; CONTEST; Negotiation; Sociology; Ethnography; Work (physics); Gender studies; Inequality; Political science; Social science; Politics; Law","score_opus":0.2512355369421809,"score_gpt":0.4575716115225217,"score_spread":0.20633607458034076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042546427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863661,0.00025105948,0.00076666597,0.009099149,0.0009244334,0.000089788526,0.0000067059827,0.000007906126,0.0024882148],"genre_scores_gemma":[0.99792165,0.000109431734,0.00035615725,0.0008350523,0.00066355476,0.0000148028075,0.000005574957,0.0000056307663,0.00008813963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983678,0.00021795231,0.00087546377,0.00007634538,0.00021835358,0.00024407984],"domain_scores_gemma":[0.998058,0.00061864196,0.0007664275,0.00003966366,0.0004132185,0.000104033024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040365785,0.00009435548,0.0004109267,0.0001576643,0.00009298651,0.0000034232528,0.00027282804,0.0000671891,0.00020437129],"category_scores_gemma":[0.00030656726,0.000082000144,0.00008049645,0.000100570476,0.000108334556,0.0002899648,0.000112005946,0.0005453074,0.000027907246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036865915,0.000022594948,0.68695885,0.000009646043,0.0002671949,0.0000069159323,0.3018143,0.0007216643,0.00009544895,0.0051306933,0.004207361,0.0003966677],"study_design_scores_gemma":[0.0036663043,0.00057845004,0.7646414,0.00033581612,0.000020557458,0.0000040421837,0.19281109,0.00012994319,0.00007054877,0.005553062,0.032017846,0.00017093355],"about_ca_topic_score_codex":0.00008414705,"about_ca_topic_score_gemma":0.000050735398,"teacher_disagreement_score":0.109003186,"about_ca_system_score_codex":0.00024315513,"about_ca_system_score_gemma":0.0004037829,"threshold_uncertainty_score":0.3343869},"labels":[],"label_agreement":null},{"id":"W3042577127","doi":"","title":"Les travailleurs migrants précarisés","year":2020,"lang":"fr","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.04756926659077694,"score_gpt":0.27516698164080905,"score_spread":0.22759771505003212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042577127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18480214,0.017983984,0.0012142889,0.37570292,0.0019414788,0.0011637404,0.00017730116,0.00041161472,0.41660252],"genre_scores_gemma":[0.9685748,0.002024051,0.00010110637,0.0033508057,0.0008611435,0.0000022956378,0.000053125634,0.00006263515,0.024970004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706703,0.0006550849,0.00057915924,0.00063038646,0.0003829599,0.0006853534],"domain_scores_gemma":[0.99772733,0.0007590849,0.000402868,0.00029679848,0.0003148055,0.0004990959],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002755279,0.00044963032,0.0006013377,0.0001486894,0.0020355757,0.00003276164,0.0003459379,0.0005482134,0.10337072],"category_scores_gemma":[0.00016915961,0.0005077934,0.00027790538,0.0005358129,0.0006810804,0.00035561825,0.00030345132,0.0009127234,0.0010775252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020003812,0.00009327307,0.24287851,0.00041283542,0.00032684967,0.000054176482,0.0773503,0.00016269581,0.00004877552,0.004915734,0.6124071,0.061149687],"study_design_scores_gemma":[0.0025355588,0.00021954555,0.17070019,0.00038728636,0.0004927264,0.000007894127,0.03216803,0.003350264,0.0000188981,0.0000600502,0.7894233,0.000636292],"about_ca_topic_score_codex":0.029979205,"about_ca_topic_score_gemma":0.018191662,"teacher_disagreement_score":0.7837727,"about_ca_system_score_codex":0.00044181442,"about_ca_system_score_gemma":0.00085270597,"threshold_uncertainty_score":0.9997374},"labels":[],"label_agreement":null},{"id":"W3042687140","doi":"","title":"Abstract for Insights Insights into Low Wage Growth in Australia | Bulletin – March Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Gerontology; Medicine; History","score_opus":0.07581938437580696,"score_gpt":0.38708619802096517,"score_spread":0.3112668136451582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042687140","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19358495,0.0004701741,0.00005082801,0.7943612,0.001743129,0.0029081516,0.00006346833,0.00013439031,0.006683758],"genre_scores_gemma":[0.99571794,0.00033587357,0.0004262742,0.0007930782,0.0007182664,0.00059353554,0.00007358304,0.00007194048,0.001269533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607193,0.0002516669,0.001467775,0.0007671112,0.00041940436,0.0010221174],"domain_scores_gemma":[0.99637204,0.00093303603,0.0009892471,0.0010734361,0.000391877,0.00024036701],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009328585,0.0005077814,0.0009677329,0.0003596212,0.0018333346,0.00003977652,0.0009687092,0.00042228954,0.0016482068],"category_scores_gemma":[0.0007293406,0.00044008996,0.00026996923,0.00009111907,0.00040167235,0.00016757278,0.00044880147,0.0008334036,0.0021203042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052305084,0.00041751773,0.013710578,0.0012231558,0.00012255071,0.000033295037,0.0091278935,0.0000026334608,0.00081083056,0.0039951387,0.9700049,0.000028442628],"study_design_scores_gemma":[0.0031402397,0.00023700138,0.31476542,0.0010545336,0.000038694972,7.039868e-7,0.0007749198,0.000007414317,0.0003160055,0.0044751167,0.6746457,0.0005441953],"about_ca_topic_score_codex":0.0027290776,"about_ca_topic_score_gemma":0.0016203003,"teacher_disagreement_score":0.80213296,"about_ca_system_score_codex":0.00012971844,"about_ca_system_score_gemma":0.00009616434,"threshold_uncertainty_score":0.9998051},"labels":[],"label_agreement":null},{"id":"W3042730971","doi":"10.1111/cars.12288","title":"Sociodemographic Determinants of Occupational Risks of Exposure to COVID‐19 in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Environmental health; Occupational safety and health; Immigration; Occupational exposure; Medicine; Demographic economics; Gerontology; Geography; Economics; Infectious disease (medical specialty); Disease","score_opus":0.2805791309765564,"score_gpt":0.4385281414742809,"score_spread":0.15794901049772447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042730971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638366,0.014951717,0.000005749995,0.018125577,0.00026511843,0.001118747,0.0014488123,0.000012501377,0.00023516141],"genre_scores_gemma":[0.9702907,0.005299509,0.0001086535,0.023889627,0.0000945482,0.00018675874,0.0000845888,0.00002227601,0.000023323313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959585,0.00092141377,0.0014279155,0.00040827962,0.00009576831,0.001188098],"domain_scores_gemma":[0.99604726,0.001172278,0.0007353333,0.00032194192,0.0003836643,0.0013395255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015690421,0.00026882847,0.00142197,0.00019229068,0.0002611017,5.4636246e-7,0.00057714054,0.00036948742,0.00035985536],"category_scores_gemma":[0.005353094,0.0002679572,0.00020656367,0.00044388176,0.0005442859,0.00003570225,0.000100504185,0.0006245837,0.000005545662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000237414,0.000006184425,0.96344566,0.00701882,0.000060951876,0.000032122476,0.012579943,0.000025019668,0.000024213716,0.0010256078,0.015225578,0.0005321534],"study_design_scores_gemma":[0.00044030295,0.0002067368,0.97052884,0.001975356,0.00006709994,0.0000013608881,0.020787213,0.000006998239,0.0000032919056,0.00078253786,0.004954923,0.0002453326],"about_ca_topic_score_codex":0.9657673,"about_ca_topic_score_gemma":0.9987724,"teacher_disagreement_score":0.03300503,"about_ca_system_score_codex":0.003268659,"about_ca_system_score_gemma":0.022821423,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W3042875597","doi":"","title":"Unemployment and Spare Capacity in the Labour Market | Bulletin – September Quarter 2014","year":2014,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Spare part; Unemployment; Economics; Labour economics; Business; Operations management; Economic growth; Geography","score_opus":0.04396820981808937,"score_gpt":0.3113458062984738,"score_spread":0.26737759648038445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042875597","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09972898,0.00026172816,0.000041533753,0.8651578,0.00042603828,0.0011276598,0.00005759649,0.00008817869,0.033110533],"genre_scores_gemma":[0.99022806,0.00017232182,0.00016220193,0.0069695706,0.0003589027,0.00024192028,0.000014005346,0.000038720074,0.0018143067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963402,0.0012544224,0.0008274168,0.0004557694,0.00044209705,0.0006800738],"domain_scores_gemma":[0.99777883,0.0011136461,0.00031109093,0.000553488,0.00013116584,0.00011177867],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023823872,0.0003326769,0.00054874213,0.00013251502,0.00048338113,0.000016598802,0.00033168448,0.00018155898,0.007398769],"category_scores_gemma":[0.00019375858,0.00023555678,0.00010111136,0.00014531349,0.00021847752,0.000035479166,0.0002306348,0.000626474,0.0013091795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000848835,0.00011447185,0.059389405,0.00022927314,0.000035155426,0.0000024965598,0.0035000178,0.0000030972417,0.000025309926,0.0020186503,0.9345758,0.000021444508],"study_design_scores_gemma":[0.0011057563,0.000135587,0.15152957,0.0002044388,0.000026763968,0.000002451019,0.001525465,0.000013573921,0.000009011864,0.00050138246,0.8447219,0.00022411474],"about_ca_topic_score_codex":0.000543245,"about_ca_topic_score_gemma":0.00053090166,"teacher_disagreement_score":0.89049906,"about_ca_system_score_codex":0.000045224868,"about_ca_system_score_gemma":0.000023949704,"threshold_uncertainty_score":0.99946845},"labels":[],"label_agreement":null},{"id":"W3043095026","doi":"","title":"The Labour Market during and after the Terms of Trade Boom | Bulletin – March Quarter 2016","year":2016,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Boom; Economics; Labour economics; Business; Engineering; History","score_opus":0.015473147139185984,"score_gpt":0.2928996224129061,"score_spread":0.27742647527372016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043095026","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056555446,0.00069727434,0.000008453685,0.93886614,0.00030789437,0.0007149072,0.0001006927,0.000043593005,0.0027055943],"genre_scores_gemma":[0.99140835,0.0018525659,0.000030183744,0.0010068973,0.00032430896,0.00026533136,0.0000013183046,0.00003983226,0.005071237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973483,0.00054055,0.00079898,0.00032478746,0.00035593956,0.0006314559],"domain_scores_gemma":[0.9972407,0.0016683837,0.00035191572,0.00057084364,0.00007526517,0.000092851464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011107117,0.00025825878,0.0003854986,0.00007113067,0.0007940037,0.000011070944,0.0003567885,0.00012525717,0.0036670382],"category_scores_gemma":[0.00016403882,0.000115653085,0.0001271009,0.00008548023,0.00053218997,0.00003522178,0.0003596146,0.00031542045,0.00022988998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001125987,0.00006905253,0.037019182,0.00030936295,0.00014966799,0.000005070247,0.00226984,5.969409e-8,0.0015298229,0.00071785366,0.95664734,0.0001567556],"study_design_scores_gemma":[0.00091774506,0.000074216885,0.33572307,0.00041859958,0.000025531674,0.0000026238686,0.00053959363,3.011157e-7,0.00010697935,0.00028224647,0.66178054,0.00012857313],"about_ca_topic_score_codex":0.00006770805,"about_ca_topic_score_gemma":0.00006818988,"teacher_disagreement_score":0.93785924,"about_ca_system_score_codex":0.00003056609,"about_ca_system_score_gemma":0.000031414387,"threshold_uncertainty_score":0.99724376},"labels":[],"label_agreement":null},{"id":"W3043197187","doi":"","title":"Abstract for How Australians Pay: New Survey Evidence | Bulletin – March Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Current Population Survey; Advertising; Political science; Geography; Business; Medicine; Population; Environmental health","score_opus":0.24848287673934014,"score_gpt":0.4410074802368185,"score_spread":0.19252460349747838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043197187","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003500742,0.00023729859,0.00019823073,0.9912949,0.0014161672,0.0017419985,0.00031062972,0.00011318169,0.0011868281],"genre_scores_gemma":[0.9841874,0.0004772882,0.00057989376,0.0009574519,0.0012103061,0.00026336827,0.00008019545,0.00007662647,0.012167452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964882,0.00031385163,0.00087687105,0.00070390815,0.00051350455,0.0011036533],"domain_scores_gemma":[0.99454904,0.002103782,0.0010810675,0.0014355136,0.00051009574,0.00032052],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024407578,0.00044904446,0.00080332626,0.00013020761,0.0021953883,0.000094902185,0.001105915,0.00032365505,0.0035354027],"category_scores_gemma":[0.0023746875,0.00035882893,0.00028508133,0.00005923777,0.00031292535,0.00016840552,0.0003949108,0.00071141194,0.0018079506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039441005,0.00007768697,0.04380385,0.00039881803,0.00010226847,0.0000060029947,0.0006937019,0.0000010567236,0.00023164267,0.00013249175,0.9540946,0.00006345629],"study_design_scores_gemma":[0.0009176685,0.00015508011,0.42936748,0.0006049798,0.00003658388,7.715655e-7,0.00020016938,0.0000014087683,0.000033459637,0.00011160029,0.56830204,0.00026875184],"about_ca_topic_score_codex":0.0048951046,"about_ca_topic_score_gemma":0.0019557315,"teacher_disagreement_score":0.9903375,"about_ca_system_score_codex":0.00008136326,"about_ca_system_score_gemma":0.0002403997,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W3043356473","doi":"10.2139/ssrn.3648806","title":"Waiting for Recovery: The Canadian Labour Market in June 2020","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of British Columbia; McGill University; McMaster University","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.02984062925939137,"score_gpt":0.336198406890075,"score_spread":0.30635777763068367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043356473","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21835269,0.0043413127,0.00022953666,0.7574403,0.0011836464,0.0012903068,0.000046397072,0.000048419788,0.017067354],"genre_scores_gemma":[0.97261095,0.0025683404,0.000020579073,0.008088196,0.0015010593,0.000066818066,0.000005085695,0.000030882213,0.015108087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640095,0.00028765376,0.00036822452,0.00015461321,0.00014206319,0.0026464907],"domain_scores_gemma":[0.99920565,0.0003030686,0.00015338096,0.00008193341,0.00009948111,0.00015646833],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026105084,0.00012379367,0.000196867,0.000056004556,0.0017873801,0.00002080834,0.00024569486,0.00009020938,0.00023961117],"category_scores_gemma":[0.00054207083,0.000086902844,0.00008132498,0.00024067042,0.00002270836,0.00009169458,0.000044749002,0.0025730703,0.0000407983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062297966,0.00003165061,0.253003,0.00015187419,0.0005046562,0.00002059998,0.009254367,0.00003593547,0.000040508992,0.31936032,0.392948,0.024026113],"study_design_scores_gemma":[0.0023121082,0.00036711368,0.024176236,0.00013373046,0.00004922236,0.000017889588,0.026948895,0.00045242923,0.0000030561669,0.17508072,0.77014875,0.00030986988],"about_ca_topic_score_codex":0.02757865,"about_ca_topic_score_gemma":0.90112513,"teacher_disagreement_score":0.8735465,"about_ca_system_score_codex":0.001088054,"about_ca_system_score_gemma":0.0050242958,"threshold_uncertainty_score":0.999728},"labels":[],"label_agreement":null},{"id":"W3043427009","doi":"","title":"Factors Affecting an Individual's Future Labour Market Status | Bulletin – December Quarter 2016","year":2016,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Demographic economics; Labour economics; Political science; Economics; Geography","score_opus":0.04350827968452086,"score_gpt":0.3380741194450975,"score_spread":0.29456583976057665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043427009","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41481498,0.00049028127,0.00007330485,0.5712377,0.0022660082,0.001269141,0.0005854423,0.00046128494,0.0088018915],"genre_scores_gemma":[0.99163234,0.00046479577,0.0002541547,0.0016316259,0.0015503499,0.00010235271,0.00006120348,0.000118112104,0.0041850423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950958,0.0009963752,0.0010635408,0.0007354443,0.00066319475,0.0014456505],"domain_scores_gemma":[0.99645865,0.0013910667,0.0006588479,0.0007374584,0.00033048677,0.0004234896],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012540054,0.00058285444,0.0007870892,0.0002646366,0.0009161724,0.000023140605,0.00045905006,0.0003987651,0.03168845],"category_scores_gemma":[0.00034479264,0.00036841905,0.00022473095,0.00021749537,0.00018917938,0.00015180175,0.0003894753,0.0005981107,0.0016937724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017492221,0.0001688936,0.10120765,0.0001597209,0.00017054041,0.0000051172706,0.005885563,2.5453303e-7,0.00033098256,0.0003442084,0.8913352,0.00021695034],"study_design_scores_gemma":[0.001467065,0.00024531965,0.25856444,0.0003889711,0.000056702458,9.660672e-7,0.006063593,2.3378993e-7,0.00010484278,0.00011509369,0.73258847,0.00040433032],"about_ca_topic_score_codex":0.0002786086,"about_ca_topic_score_gemma":0.00029015035,"teacher_disagreement_score":0.5768174,"about_ca_system_score_codex":0.00011806377,"about_ca_system_score_gemma":0.00013292764,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W3043488967","doi":"","title":"Theorizing Precarization and Racialization as Social Determinants of Health: A Case Study Investigating Work in Long-Term Residential Care","year":2020,"lang":"en","type":"dissertation","venue":"York University Digital Library (York University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racialization; Term (time); Sociology; Work (physics); Social work; Gender studies; Psychology; Race (biology); Economic growth; Economics; Engineering","score_opus":0.043806769431368825,"score_gpt":0.3205669923942317,"score_spread":0.27676022296286285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043488967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986347,0.00024521473,0.000015933021,0.00011707844,0.00031611323,0.0015586911,0.00015916205,0.00017139022,0.011069373],"genre_scores_gemma":[0.9886692,0.00008558527,0.000028770968,0.000036504323,0.000109547465,9.832385e-7,0.0018188292,0.000052377432,0.009198164],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997386,0.000781291,0.00053930667,0.0005993282,0.0002942062,0.00039988718],"domain_scores_gemma":[0.99839634,0.00020669644,0.00096579443,0.00016578079,0.000104793224,0.00016057196],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000082436396,0.0003655498,0.0007173941,0.00077183114,0.0017484602,0.000074167,0.00032525725,0.00038774728,0.00003272225],"category_scores_gemma":[0.0000650229,0.0004716307,0.0001175994,0.001709817,0.00012722996,0.0015224174,0.0004492735,0.0005605828,0.0000071311033],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006212402,0.000092515984,0.8649792,0.0010853267,0.00009095828,0.0011992998,0.12626536,0.0000017776014,0.0000013416128,0.00083077315,0.00032424624,0.0045079226],"study_design_scores_gemma":[0.0025209754,0.0003347722,0.28408104,0.0020980425,0.00022997141,0.000004841349,0.708296,0.000003998788,0.000010156922,0.00008260977,0.0017526766,0.00058491586],"about_ca_topic_score_codex":0.0008345442,"about_ca_topic_score_gemma":0.002888084,"teacher_disagreement_score":0.58203065,"about_ca_system_score_codex":0.000247112,"about_ca_system_score_gemma":0.0008409846,"threshold_uncertainty_score":0.99977356},"labels":[],"label_agreement":null},{"id":"W3043624564","doi":"10.7202/1070347ar","title":"Impact des contextes économique et organisationnel des entreprises sur le sens du travail chez les salariés","year":2020,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Philosophy","score_opus":0.12095593149881545,"score_gpt":0.3293026898628482,"score_spread":0.20834675836403277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043624564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86330825,0.013601567,0.001990867,0.11530433,0.00031668792,0.00083333364,0.00031907746,0.0002557489,0.004070127],"genre_scores_gemma":[0.97398645,0.007698869,0.000496613,0.0006963666,0.000892327,0.000051770217,0.00013493613,0.00009193715,0.015950704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99622715,0.0014092205,0.0009477748,0.00053573254,0.00015696204,0.0007231737],"domain_scores_gemma":[0.99577546,0.0026214828,0.0004136225,0.0003000935,0.00049090304,0.00039843807],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000700705,0.00048756582,0.0005769231,0.00012958872,0.0029415379,0.000100887126,0.00022887393,0.0010038149,0.0053462787],"category_scores_gemma":[0.003728656,0.00047779418,0.00022946905,0.0005903616,0.001129918,0.000664872,0.00023262644,0.0015396425,0.0007260974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004783871,0.000287899,0.80579084,0.00005756949,0.00045371693,0.0000097627035,0.067339055,0.0007276724,0.00013243734,0.010495582,0.09377616,0.020881465],"study_design_scores_gemma":[0.00227693,0.00030871882,0.842588,0.00069728517,0.00032523612,0.00000974359,0.056249678,0.0006218819,0.0003481569,0.0039261268,0.091966465,0.0006817478],"about_ca_topic_score_codex":0.012559605,"about_ca_topic_score_gemma":0.0027161788,"teacher_disagreement_score":0.11460797,"about_ca_system_score_codex":0.00043241945,"about_ca_system_score_gemma":0.0016744254,"threshold_uncertainty_score":0.99976736},"labels":[],"label_agreement":null},{"id":"W3043851621","doi":"10.1111/ijsw.12448","title":"Canada’s unemployment insurance in crisis","year":2020,"lang":"en","type":"article","venue":"International Journal of Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Incentive; Restructuring; Work (physics); Economics; Population; Economic policy; Social protection; Limiting; Labour economics; Business; Economic growth; Finance; Market economy","score_opus":0.04347391068879141,"score_gpt":0.3801507093729806,"score_spread":0.3366767986841892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043851621","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31858662,0.00011094177,0.00001950369,0.6761646,0.0014429352,0.000099110846,0.000071124145,0.000009167234,0.0034959516],"genre_scores_gemma":[0.98547155,0.000041259882,0.000019998093,0.013248505,0.0010501217,0.0000061970322,0.000004885222,0.000012002335,0.00014549479],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825877,0.00012833081,0.000665407,0.00009693878,0.00064861414,0.0002019588],"domain_scores_gemma":[0.9988007,0.00008839642,0.0004083327,0.00003111417,0.00058570853,0.00008574181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019319277,0.00010002223,0.00024783073,0.00006793117,0.00024029957,0.000008184737,0.0003484008,0.00005985353,0.0005101461],"category_scores_gemma":[0.00021363671,0.000088487635,0.00007997254,0.00011543644,0.000019861885,0.00015052866,0.00010357893,0.00044678058,0.000008851733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027099994,0.000048464633,0.6929902,0.00003208077,0.00020420272,0.0002221422,0.010734899,0.000025290808,0.000021341766,0.009887369,0.2842225,0.0013405241],"study_design_scores_gemma":[0.001008323,0.000033490844,0.4590917,0.000038766608,0.0000068327895,0.0000010406195,0.007864577,0.0000026658122,0.000009062419,0.00019306986,0.53167015,0.00008034412],"about_ca_topic_score_codex":0.07510287,"about_ca_topic_score_gemma":0.17867775,"teacher_disagreement_score":0.6668849,"about_ca_system_score_codex":0.00049404625,"about_ca_system_score_gemma":0.00061141205,"threshold_uncertainty_score":0.9310561},"labels":[],"label_agreement":null},{"id":"W3044076778","doi":"10.1002/9781118786352.wbieg1016","title":"Flexible Labor Markets","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Casual; Flexibility (engineering); Labour economics; Temporary work; Business; Split labor market theory; Work (physics); Secondary labor market; Labor relations; Economics; Industrial organization; Market economy; Engineering; Political science","score_opus":0.020072921258566762,"score_gpt":0.3698746226440869,"score_spread":0.34980170138552014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044076778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014060579,0.0022415454,0.000021634676,0.001475638,0.0066241347,0.0004543757,0.00074707204,0.00020271399,0.9880923],"genre_scores_gemma":[0.0003312558,0.01832206,0.00022571758,0.00027022982,0.001975945,0.00015391868,0.00018683873,0.00019809595,0.9783359],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984461,0.000082401915,0.00038404396,0.00031130746,0.00046541114,0.00031070135],"domain_scores_gemma":[0.998228,0.00015581986,0.0008577507,0.00046366896,0.00022586712,0.00006888877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021243282,0.0002640778,0.000414166,0.00065815187,0.0002256957,0.000007098185,0.0007285099,0.00033550322,0.011436406],"category_scores_gemma":[0.000171282,0.00023324038,0.00021946465,0.00007591497,0.00016933747,0.00006204617,0.00030256607,0.00037338454,0.0003325687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023355105,0.000034355464,0.28179255,0.000111449415,0.00034538706,0.000003845284,0.000075948716,2.353321e-8,5.390104e-7,0.0013479064,0.7124703,0.0037943784],"study_design_scores_gemma":[0.00043226956,0.0000176215,0.1273897,0.0008465329,0.00004185772,1.85822e-7,0.000038045935,2.602927e-7,8.974056e-7,0.00069350016,0.8703576,0.00018155364],"about_ca_topic_score_codex":0.001976948,"about_ca_topic_score_gemma":0.00050812,"teacher_disagreement_score":0.15788731,"about_ca_system_score_codex":0.000023187828,"about_ca_system_score_gemma":0.00010115326,"threshold_uncertainty_score":0.98946726},"labels":[],"label_agreement":null},{"id":"W3044285849","doi":"10.46692/9781447352112.003","title":"Health Professionals, Support Workers and the Precariat","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health professionals; Business; Labour economics; Sociology; Economic growth; Health care; Economics","score_opus":0.050038442163640326,"score_gpt":0.42246343801494535,"score_spread":0.372424995851305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044285849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015987628,0.0030404984,0.000022619142,0.24144861,0.0011605078,0.0021353553,0.000040327403,0.00030508987,0.7518454],"genre_scores_gemma":[0.00016572716,0.001824429,0.00015057909,0.028291263,0.0010366124,0.00036152638,0.000066505294,0.00026248975,0.96784085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781466,0.0007214769,0.0004183778,0.00034038234,0.0002580595,0.00044702893],"domain_scores_gemma":[0.9987897,0.00038602544,0.00039228972,0.00026274298,0.000021149059,0.00014805543],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059236825,0.00026901747,0.0006861954,0.00006062542,0.00074797263,0.0000064561254,0.0001762199,0.0002686511,0.012658488],"category_scores_gemma":[0.000072248586,0.00013307328,0.00007326532,0.000108749555,0.00016452486,0.000017435666,0.00041192278,0.00073476497,0.0005830014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052192507,0.000011055113,0.010715526,0.00041476171,0.00014417409,8.3902955e-7,0.0037858507,2.8037281e-9,1.5231343e-8,0.008296953,0.9755239,0.0010547707],"study_design_scores_gemma":[0.0013670633,0.000033494758,0.001959726,0.0006643301,0.000032446624,2.2379874e-7,0.003581416,7.737561e-7,2.3348916e-8,0.00029224015,0.9919243,0.0001440057],"about_ca_topic_score_codex":0.0030962527,"about_ca_topic_score_gemma":0.0030566333,"teacher_disagreement_score":0.21599548,"about_ca_system_score_codex":0.000038358754,"about_ca_system_score_gemma":0.0004594267,"threshold_uncertainty_score":0.98824406},"labels":[],"label_agreement":null},{"id":"W3044376217","doi":"10.55016/ojs/sppp.v13i1.70510","title":"Grown Locally, Harvested Globally: The Role of Temporary Foreign Workers in Canadian Agriculture","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Government of Canada","keywords":"Agriculture; Business; Agricultural economics; International trade; Labour economics; Economics; Geography","score_opus":0.053050421989346744,"score_gpt":0.3459593658462529,"score_spread":0.2929089438569062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044376217","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06250434,0.0006928426,0.000027183984,0.6601718,0.000051456693,0.0014276716,0.00025384166,0.00009653024,0.2747743],"genre_scores_gemma":[0.9900624,0.000060831804,0.000034588156,0.006837629,0.00037561532,0.00034161334,0.00009649397,0.000019743216,0.0021710962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972228,0.0006396078,0.00077380356,0.00023773836,0.000361398,0.00076464424],"domain_scores_gemma":[0.99747056,0.00033602526,0.00043427417,0.0006258912,0.0005309875,0.00060226436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012072942,0.0001900707,0.00030809667,0.0003071114,0.0007611357,0.000047869242,0.0013705026,0.0001717533,0.00034324717],"category_scores_gemma":[0.0028735055,0.00010657291,0.00011576866,0.0031923552,0.000285415,0.0004708152,0.0003026863,0.0006535107,0.0000975493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005290273,0.0000269502,0.66582686,0.00001892051,0.00006291151,9.667282e-8,0.00082066195,0.000004381062,0.000049651077,0.19584353,0.13704677,0.00029395035],"study_design_scores_gemma":[0.0003064275,0.00002518496,0.71528405,0.000036581227,0.000015169185,4.7587582e-7,0.0151121095,0.000024497205,0.000007621006,0.0059000365,0.2631875,0.0001003561],"about_ca_topic_score_codex":0.63851833,"about_ca_topic_score_gemma":0.46603614,"teacher_disagreement_score":0.92755806,"about_ca_system_score_codex":0.00028811322,"about_ca_system_score_gemma":0.0046974774,"threshold_uncertainty_score":0.83331233},"labels":[],"label_agreement":null},{"id":"W3044593816","doi":"10.1332/239788220x15929332017232","title":"Community-based personal support workers’ responses to health and safety risks: tensions between individual and collective responsibility","year":2020,"lang":"en","type":"article","venue":"International Journal of Care and Caring","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Limiting; Moral responsibility; Public relations; Politics; Collective responsibility; Perception; Occupational safety and health; Business; Health care; Political science; Psychology; Law; Engineering","score_opus":0.18166614959143967,"score_gpt":0.4583152002576642,"score_spread":0.2766490506662245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044593816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665065,0.0007225097,0.00013362273,0.031596858,0.0001673551,0.00021939081,0.00021427721,0.000013082173,0.00042640112],"genre_scores_gemma":[0.9926681,0.00013367357,0.00032995103,0.0064938595,0.00026724773,0.0000048258166,0.00001908108,0.00001002774,0.00007324743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797714,0.0008506844,0.00047858682,0.0001363822,0.00037642298,0.00018081305],"domain_scores_gemma":[0.997362,0.0013775883,0.000248787,0.000057074707,0.0006210064,0.0003335119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011386088,0.00011803749,0.0003265058,0.0001680584,0.00095114205,0.000031849555,0.00013566768,0.000062639745,0.000013145163],"category_scores_gemma":[0.0008270922,0.00010095596,0.000051663006,0.00010563875,0.000088765235,0.0001065738,0.0003241193,0.0007276313,8.31954e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020850396,0.000010182451,0.87997824,0.000066011366,0.00017476642,0.00001408761,0.10838065,0.0000017183402,0.000014990846,0.000020884814,0.0026469093,0.006606532],"study_design_scores_gemma":[0.001417396,0.0011898137,0.90111923,0.0004498607,0.00004946066,0.000008790398,0.08734806,0.0000033804824,0.000011595393,0.0001243993,0.008178797,0.00009921377],"about_ca_topic_score_codex":0.00026723283,"about_ca_topic_score_gemma":0.00018814548,"teacher_disagreement_score":0.026161583,"about_ca_system_score_codex":0.00017931972,"about_ca_system_score_gemma":0.00078012166,"threshold_uncertainty_score":0.7315512},"labels":[],"label_agreement":null},{"id":"W3044874656","doi":"","title":"Emerging stronger: addressing the skills under-utilization challenge for the future of work in Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Thriving; Public relations; Business; Knowledge economy; Work (physics); Marketing; Economic growth; Political science; Economics; Engineering; Economy; Sociology","score_opus":0.16487598041889132,"score_gpt":0.4103680754793776,"score_spread":0.24549209506048628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044874656","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12055251,0.014147397,0.0039696237,0.8492194,0.0018234471,0.0029207643,0.000035665074,0.000064608,0.0072665955],"genre_scores_gemma":[0.99600035,0.0005777132,0.000037618935,0.002525299,0.000435507,0.00009056542,0.0000057463167,0.00001163824,0.00031556134],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991334,0.000115105904,0.00026694816,0.00010884079,0.0001414451,0.00023426823],"domain_scores_gemma":[0.99899197,0.00069451076,0.0001088659,0.00011659277,0.000061286446,0.000026806956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019651184,0.00008018119,0.00013734936,0.000011542675,0.00059025787,0.000002634291,0.00013846325,0.00003673706,0.00015432239],"category_scores_gemma":[0.000045844023,0.000040171817,0.00002799296,0.0001842919,0.000019962947,0.000033933236,0.00007664157,0.00019577562,0.0000011574699],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021073152,0.00006536235,0.45141637,0.0006956903,0.0002330143,0.0000012758444,0.08094389,0.0013590422,0.000016575339,0.050633565,0.2799741,0.13445036],"study_design_scores_gemma":[0.0012215239,0.000052935433,0.30890238,0.00038747632,0.00005987664,3.6774875e-8,0.42192635,0.0011478779,0.000029505185,0.00073966506,0.26532176,0.00021060645],"about_ca_topic_score_codex":0.11859484,"about_ca_topic_score_gemma":0.8993678,"teacher_disagreement_score":0.8754478,"about_ca_system_score_codex":0.0000917794,"about_ca_system_score_gemma":0.00031521943,"threshold_uncertainty_score":0.8872745},"labels":[],"label_agreement":null},{"id":"W3045152673","doi":"10.1007/s11187-020-00380-6","title":"New and small firms in a modern working life: how do we make entrepreneurship healthy?","year":2020,"lang":"en","type":"article","venue":"Small Business Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Linköpings Universitet","keywords":"Entrepreneurship; Variety (cybernetics); Work (physics); Field (mathematics); Public relations; Affect (linguistics); Sociology; Mental health; Engineering ethics; Marketing; Business; Political science; Psychology; Engineering; Computer science","score_opus":0.13572392417838558,"score_gpt":0.3117923758653019,"score_spread":0.17606845168691632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045152673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7549312,0.0034424185,0.0004798964,0.23882559,0.0006153428,0.0006328003,0.000011187776,0.00010918743,0.0009523554],"genre_scores_gemma":[0.97795326,0.0115918685,0.0007922287,0.0074000983,0.0010966575,0.000083748004,0.00001555642,0.00007721722,0.0009893675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804896,0.00012605781,0.0005267252,0.00058853417,0.000048985683,0.00066072814],"domain_scores_gemma":[0.9987631,0.00029119005,0.00026725433,0.00026171308,0.000058223355,0.0003585076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000243511,0.00028988713,0.0005482371,0.00010664145,0.00032491615,0.00006126093,0.00022614532,0.000209611,0.00005778889],"category_scores_gemma":[0.00019535841,0.00029279196,0.0000497123,0.00022961893,0.000041709493,0.00009743721,0.00038792662,0.00044690518,0.000037126847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031489143,0.000028338593,0.9107367,0.0005126004,0.00003784881,0.0000096710455,0.009269636,0.0002632354,0.0000076887745,0.0026698296,0.0015527768,0.074596815],"study_design_scores_gemma":[0.006751424,0.00013990435,0.765502,0.0010047056,0.00007959671,0.0000031366649,0.0054443977,0.0031288618,0.0000057886546,0.010743132,0.20602137,0.001175685],"about_ca_topic_score_codex":0.0006205535,"about_ca_topic_score_gemma":0.008074556,"teacher_disagreement_score":0.2314255,"about_ca_system_score_codex":0.000111886904,"about_ca_system_score_gemma":0.0003910959,"threshold_uncertainty_score":0.99995244},"labels":[],"label_agreement":null},{"id":"W3045315724","doi":"10.1177/0020715220944219","title":"Informality in action: A relational look at informal work","year":2020,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Agency (philosophy); Action (physics); Informal sector; Sociology; Work (physics); Key (lock); Set (abstract data type); Political science; Public relations; Political economy; Social psychology; Social science; Economic growth; Economics; Psychology","score_opus":0.2320293736088886,"score_gpt":0.491475160906782,"score_spread":0.2594457872978934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045315724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571494,0.0001359495,0.0004246994,0.024329111,0.0012696121,0.00013191385,0.000009001686,0.000012294871,0.01653805],"genre_scores_gemma":[0.9942574,0.00005360295,0.00016732386,0.003865069,0.0009876383,0.000010460884,0.00001813628,0.000004067147,0.00063632976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819756,0.0003027502,0.00090816,0.00008186885,0.0003149385,0.00019474086],"domain_scores_gemma":[0.9978828,0.0006382588,0.0007128625,0.00003954148,0.00064586574,0.0000807089],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043752187,0.00010729725,0.00033085063,0.00010983108,0.00018241072,0.000003739922,0.00023334152,0.00012499747,0.0010814809],"category_scores_gemma":[0.00016540647,0.000088177105,0.000106931046,0.00009415282,0.00019046167,0.00036949365,0.0001895687,0.0007681228,0.00024187249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014315348,0.000031457275,0.9101947,0.000008362848,0.00024581194,0.000015353498,0.048263527,0.00036477658,0.000033589717,0.018770887,0.020433856,0.0002061754],"study_design_scores_gemma":[0.002034062,0.00016734286,0.8526498,0.000054616856,0.0000098337605,0.000007825601,0.00522101,0.000058463094,0.000020826526,0.0015297999,0.13815112,0.00009529698],"about_ca_topic_score_codex":0.000007968955,"about_ca_topic_score_gemma":0.00004048496,"teacher_disagreement_score":0.11771727,"about_ca_system_score_codex":0.0002747892,"about_ca_system_score_gemma":0.00021248698,"threshold_uncertainty_score":0.9998317},"labels":[],"label_agreement":null},{"id":"W3045400735","doi":"10.21675/2357-707x.2020.v11.n1.2799","title":"Legislação trabalhista internacional e sua interface com a saúde materno-infantil","year":2020,"lang":"pt","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.08781888022958581,"score_gpt":0.3955216763509927,"score_spread":0.30770279612140694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045400735","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25936496,0.0030459643,0.014683094,0.5935282,0.0075534307,0.0025519137,0.0008125148,0.0011575947,0.117302306],"genre_scores_gemma":[0.8667909,0.00039114634,0.00005696309,0.011098812,0.000727903,0.00004916961,0.000049897473,0.0000959719,0.12073923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557894,0.00052705547,0.0012830775,0.0008636278,0.0005871456,0.001160161],"domain_scores_gemma":[0.99804616,0.00035132727,0.00038341412,0.00045209157,0.00020105651,0.0005659556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039725166,0.00065905374,0.0009309705,0.000110872614,0.00083837664,0.000081262704,0.00074396294,0.00037282135,0.013753891],"category_scores_gemma":[0.0001749288,0.000565668,0.0003184774,0.00029989195,0.00020522684,0.00032506324,0.0012367953,0.0013063855,0.0057533165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007214485,0.0002467527,0.1419274,0.0010328237,0.00058366696,0.000071681774,0.047120478,0.0000034291104,0.0007155578,0.01050323,0.7957372,0.0013362906],"study_design_scores_gemma":[0.0048732506,0.0011407112,0.02048756,0.0016761898,0.00030300004,0.000009147363,0.026624307,0.0025219729,0.0009964608,0.00036425318,0.9395088,0.00149435],"about_ca_topic_score_codex":0.0010628438,"about_ca_topic_score_gemma":0.00063709833,"teacher_disagreement_score":0.6074259,"about_ca_system_score_codex":0.00018529664,"about_ca_system_score_gemma":0.00020709081,"threshold_uncertainty_score":0.9996795},"labels":[],"label_agreement":null},{"id":"W3045417146","doi":"10.46692/9781447352112.011","title":"Personal Support Workers and the Labour Market","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Business; Economics","score_opus":0.0341541847221061,"score_gpt":0.36201233654542414,"score_spread":0.327858151823318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045417146","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019204224,0.00088732835,0.000006263768,0.04717272,0.0005093057,0.000641533,0.000058487796,0.00018479607,0.95052034],"genre_scores_gemma":[0.00042577312,0.0009914063,0.00005079378,0.008303372,0.00094033504,0.00010035705,0.000013509501,0.00016981339,0.9890046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989504,0.00024370156,0.00017051696,0.0002093227,0.00015821874,0.00026784404],"domain_scores_gemma":[0.99941874,0.000266999,0.0001160737,0.00011492762,0.000014244858,0.000068998525],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002840968,0.00018157119,0.00033007434,0.0000373324,0.00034017809,0.0000062698145,0.00010459388,0.00019292808,0.14399698],"category_scores_gemma":[0.000051757175,0.00009409676,0.000058654874,0.00006564306,0.00016964808,0.000009888019,0.00020553659,0.00044275873,0.00060637505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063063955,0.0000028516247,0.029900786,0.00016604041,0.0001416109,0.000003892211,0.002114615,2.2042257e-10,2.7022088e-8,0.0039442605,0.9633142,0.00034865396],"study_design_scores_gemma":[0.0010203412,0.000012681197,0.0066838684,0.00012695356,0.00004275263,2.655018e-7,0.005967719,0.000001131835,1.1723461e-8,0.00012525464,0.9859036,0.00011538493],"about_ca_topic_score_codex":0.00124106,"about_ca_topic_score_gemma":0.001120498,"teacher_disagreement_score":0.14339061,"about_ca_system_score_codex":0.000013376907,"about_ca_system_score_gemma":0.0000823874,"threshold_uncertainty_score":0.85678554},"labels":[],"label_agreement":null},{"id":"W3045522352","doi":"10.3390/soc10030059","title":"An Asset-Based Perspective of the Economic Contributions of Latinx Communities: An Illinois Case Study","year":2020,"lang":"en","type":"article","venue":"Societies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conference Board of Canada","funders":"","keywords":"Perspective (graphical); Asset (computer security); Footprint; Purchasing power; Purchasing; Economic stability; Production (economics); State (computer science); Economics; Action (physics); Business; Microeconomics; Computer science; Operations management; Geography; Computer security; Macroeconomics","score_opus":0.0906539272185688,"score_gpt":0.43884593400609495,"score_spread":0.34819200678752615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045522352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211645,0.00010929405,0.00002501436,0.0051282845,0.00013473866,0.00074998307,0.0005653225,0.000049300263,0.0011216301],"genre_scores_gemma":[0.99906796,0.000012908771,0.000029596476,0.00062163384,0.00009819282,0.00006564751,0.000014254426,0.000012967355,0.00007683721],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99833596,0.000908891,0.0003522815,0.0001089599,0.00011360368,0.00018030233],"domain_scores_gemma":[0.998544,0.00046820525,0.00025106667,0.0003291728,0.00035311154,0.000054493823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038103593,0.000111354995,0.00029872966,0.00001755056,0.0012183468,0.000004918373,0.00021539806,0.000073334624,0.00016044898],"category_scores_gemma":[0.00005349074,0.00008172503,0.00010875912,0.00008631796,0.0003379349,0.0000922613,0.0001091824,0.0003269429,0.0000042181487],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036921745,0.00024229818,0.3679872,0.000083189276,0.00018007038,0.0000026041791,0.6219531,0.0001635533,0.00008763445,0.0051298956,0.004116444,0.000017064642],"study_design_scores_gemma":[0.00091081095,0.0005719463,0.015575545,0.000025954012,0.00007786563,3.4033417e-7,0.98121005,0.00057193334,0.000119536424,0.0006314385,0.00021931888,0.00008524556],"about_ca_topic_score_codex":0.013327365,"about_ca_topic_score_gemma":0.0051524336,"teacher_disagreement_score":0.35925692,"about_ca_system_score_codex":0.00016360446,"about_ca_system_score_gemma":0.00031627642,"threshold_uncertainty_score":0.993243},"labels":[],"label_agreement":null},{"id":"W3046099513","doi":"10.1002/hec.4139","title":"Does greater unemployment make people thinner in Brazil?","year":2020,"lang":"en","type":"article","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Microdata (statistics); Unemployment; Overweight; Obesity; Economics; Demographic economics; Context (archaeology); Unemployment rate; Proxy (statistics); Demography; Medicine; Environmental health; Geography; Economic growth; Population; Endocrinology; Sociology; Statistics","score_opus":0.06835877375711277,"score_gpt":0.3804961879058107,"score_spread":0.3121374141486979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046099513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68185866,0.00013985111,0.000011479901,0.31236804,0.001014651,0.00087141054,0.000050230217,0.00011362493,0.0035720214],"genre_scores_gemma":[0.87775785,0.0016779444,0.00016794418,0.11607195,0.0008320335,0.0002854343,0.000044768818,0.00006529557,0.003096769],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977578,0.00020194218,0.0008419156,0.00040278718,0.00006270934,0.0007328409],"domain_scores_gemma":[0.9990837,0.00014359633,0.0002400828,0.00023221032,0.00002931172,0.00027107864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044775213,0.00019718849,0.00050940574,0.00006957484,0.00048245426,0.0000104675,0.00015955171,0.00011533479,0.00060132344],"category_scores_gemma":[0.00003903869,0.00013494077,0.000059684986,0.00011584984,0.000028043145,0.0000888502,0.00020688283,0.00042753262,0.0006475397],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007052804,0.000026815771,0.94157195,0.00036640005,0.000019656045,0.0000018668579,0.025993278,0.000030306845,6.046956e-7,0.0028427995,0.026909959,0.002165852],"study_design_scores_gemma":[0.0020182587,0.00019679785,0.44869828,0.00011925932,0.000007676802,3.280546e-7,0.005042556,0.0005149889,0.000006710842,0.0013576432,0.5416944,0.00034308768],"about_ca_topic_score_codex":0.0015320065,"about_ca_topic_score_gemma":0.018105086,"teacher_disagreement_score":0.51478446,"about_ca_system_score_codex":0.00033685748,"about_ca_system_score_gemma":0.0003079788,"threshold_uncertainty_score":0.99981195},"labels":[],"label_agreement":null},{"id":"W3046384314","doi":"10.1177/0020715220946074","title":"Spinners or sitters? Regimes of social reproduction and urban Chinese workers’ employment choices","year":2020,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins University; Association for Asian Studies","keywords":"Reproduction; Informal sector; Business; Labour economics; Social reproduction; Service (business); Restructuring; Welfare; Position (finance); Economic growth; Economics; Sociology; Market economy; Marketing; Social capital","score_opus":0.11449873146187176,"score_gpt":0.4686527876690243,"score_spread":0.35415405620715257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046384314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427807,0.0005726789,0.00017032416,0.053891532,0.0010914261,0.00014440455,0.0000077997,0.000011493297,0.0013296457],"genre_scores_gemma":[0.99565387,0.00010104751,0.00013640049,0.0011350145,0.0021703278,0.0000070249384,0.0000058909027,0.000006983346,0.0007834372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841034,0.0003943854,0.00065482606,0.00015774267,0.0002396445,0.00014302955],"domain_scores_gemma":[0.99792427,0.0003594691,0.00097429677,0.000045386256,0.00064076215,0.000055805802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034310593,0.00012375088,0.00045975967,0.00008805282,0.00019880179,0.0000048502748,0.0001993294,0.000082961575,0.00022285602],"category_scores_gemma":[0.00018967409,0.000083402505,0.00009756383,0.00007092146,0.0003411188,0.00015311307,0.00011323995,0.0003687916,0.00001082331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001845295,0.000067094596,0.7833249,0.000028848495,0.0010293613,0.000011579472,0.13695568,0.00001321548,0.00092852925,0.0026108029,0.07293742,0.00024728695],"study_design_scores_gemma":[0.0025919024,0.00082791864,0.9023255,0.00010526695,0.00006867978,0.000010426897,0.03343235,0.000015192076,0.000117490716,0.0019210066,0.058426265,0.0001580088],"about_ca_topic_score_codex":0.000020644971,"about_ca_topic_score_gemma":0.000014698767,"teacher_disagreement_score":0.11900061,"about_ca_system_score_codex":0.00007045781,"about_ca_system_score_gemma":0.000104442945,"threshold_uncertainty_score":0.34010553},"labels":[],"label_agreement":null},{"id":"W3046479373","doi":"10.1016/j.socscimed.2020.113256","title":"An empirical investigation of the relationship between business performance and suicide in the US","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"University College Dublin","keywords":"Stock market; Business cycle; Demography; Economics; Population; Distributed lag; Demographic economics; Index (typography); Suicide prevention; Injury prevention; Stock (firearms); Volatility (finance); Poison control; Medicine; Environmental health; Geography; Financial economics; Econometrics; Macroeconomics; Sociology","score_opus":0.22603619960619803,"score_gpt":0.47390957235827125,"score_spread":0.24787337275207322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046479373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87222624,0.000023861923,0.000006286896,0.12635683,0.000076807686,0.00021968715,0.0000010698965,0.000008409781,0.0010807952],"genre_scores_gemma":[0.9957008,0.0000053448803,0.000002276953,0.0038121266,0.00045168606,0.000010524306,0.0000019153972,0.0000022458717,0.00001307349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988638,0.0002601323,0.00021871147,0.000115950075,0.00037816862,0.00016324414],"domain_scores_gemma":[0.9992549,0.00042146738,0.000103640225,0.00007392987,0.00009960459,0.000046479887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015583421,0.000049502472,0.00011748353,0.000030519193,0.0012866695,0.0000028441814,0.0002329601,0.000039187213,0.0000071017016],"category_scores_gemma":[0.0012767683,0.000023924822,0.0000071295117,0.0013780011,0.0013636177,0.00014840771,0.000049748895,0.00024718733,0.0000010776431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029240823,0.000001535931,0.905401,0.000022989458,4.5788684e-7,5.6306e-8,0.09320525,2.4902158e-7,0.000097848315,0.0005793395,0.00045410547,0.00023423794],"study_design_scores_gemma":[0.0002061155,0.00003908894,0.9936236,0.00007236566,0.000009297956,4.6438984e-8,0.004723059,0.000014941204,0.0000057288726,0.0010953508,0.00018340455,0.0000269745],"about_ca_topic_score_codex":0.0003149912,"about_ca_topic_score_gemma":0.00011020971,"teacher_disagreement_score":0.123474546,"about_ca_system_score_codex":0.000028767212,"about_ca_system_score_gemma":0.00016359467,"threshold_uncertainty_score":0.9896152},"labels":[],"label_agreement":null},{"id":"W3047042493","doi":"10.1108/ijdi-01-2020-0005","title":"Does precarious employment ruin youth health and marriage? Evidence from Egypt using longitudinal data","year":2020,"lang":"en","type":"article","venue":"International Journal of Development Issues","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Salary; Harassment; Happiness; Demographic economics; Welfare; Psychology; Longitudinal study; Criminology; Political science; Social psychology; Economics; Medicine; Psychiatry","score_opus":0.30875749257053653,"score_gpt":0.4807028080768343,"score_spread":0.17194531550629777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047042493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.917624,0.009666668,0.0018609259,0.06762289,0.002669845,0.00033101917,0.00013106324,0.000038330447,0.00005524488],"genre_scores_gemma":[0.97561556,0.003883979,0.0154719055,0.0025842085,0.0019826451,0.0000049909095,0.00009842757,0.00002758013,0.00033073084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972323,0.00023536537,0.0010917123,0.00032051344,0.00084372726,0.00027638744],"domain_scores_gemma":[0.9980161,0.0002850939,0.000824899,0.00016528947,0.00044347113,0.00026510403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072730175,0.00019533547,0.0004097999,0.00010760541,0.00035401495,0.00006014677,0.00077736966,0.000058132122,0.00021367952],"category_scores_gemma":[0.0005077335,0.00012551181,0.000038760125,0.00007584374,0.000049057355,0.000592593,0.000999148,0.00036064547,0.00001848755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033049466,0.000052635754,0.8711383,0.000059522794,0.000719377,0.000055520726,0.111767456,0.000007510864,0.00011906561,0.00002677588,0.006591272,0.009132073],"study_design_scores_gemma":[0.004915621,0.00070094503,0.6501278,0.01266229,0.00027003468,0.000022184442,0.050663132,0.00039601565,0.0008768961,0.0011298001,0.27712694,0.0011083033],"about_ca_topic_score_codex":0.0009540006,"about_ca_topic_score_gemma":0.0002852857,"teacher_disagreement_score":0.27053568,"about_ca_system_score_codex":0.00025738258,"about_ca_system_score_gemma":0.0007679144,"threshold_uncertainty_score":0.5118223},"labels":[],"label_agreement":null},{"id":"W3048385348","doi":"10.1111/spol.12644","title":"Using candidacy theory to explore unemployed over‐50s perceptions of suitability of a welfare to work programme: A longitudinal qualitative study","year":2020,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Candidacy; Intervention (counseling); Welfare; Work (physics); Psychological intervention; Agency (philosophy); Unemployment; Psychology; Welfare reform; Pessimism; Perception; Nursing; Feeling; Qualitative research; Health care; Workload; Public relations; Social psychology; Medicine; Sociology; Political science; Economic growth; Economics; Management","score_opus":0.2942494334203528,"score_gpt":0.5415142245919654,"score_spread":0.2472647911716126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048385348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757222,0.000009988848,0.0002801404,0.021924859,0.000042708078,0.0016417644,0.00010934195,0.00003539807,0.00023361405],"genre_scores_gemma":[0.9987919,0.0000014560536,0.0001661956,0.00032733494,0.00046198536,0.00017297392,0.000015926378,0.000013878257,0.00004834901],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785763,0.0007984188,0.00055087433,0.00025870907,0.00023181057,0.00030254488],"domain_scores_gemma":[0.9991002,0.00020455377,0.00019923848,0.000098079894,0.00021662643,0.0001812877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062377326,0.00015151883,0.00036786802,0.000074755015,0.0008950091,0.0000098660175,0.000078093966,0.00008205349,0.000061611696],"category_scores_gemma":[0.00085185777,0.00014010961,0.000071943665,0.0006520142,0.00012571,0.00008440033,0.0001136464,0.00016083423,0.000002360938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007949204,0.00027803605,0.19518737,0.00018459371,0.000078008416,7.957289e-7,0.7880144,9.764117e-7,0.0002306184,0.013904952,0.00017327523,0.0011520628],"study_design_scores_gemma":[0.0005119717,0.0009996267,0.4614576,0.000048598904,0.000056427303,6.093195e-8,0.5351324,5.654603e-7,0.000017173994,0.0015247291,0.000138259,0.00011257399],"about_ca_topic_score_codex":0.0020431646,"about_ca_topic_score_gemma":0.0016821694,"teacher_disagreement_score":0.26627025,"about_ca_system_score_codex":0.00009158016,"about_ca_system_score_gemma":0.00032543292,"threshold_uncertainty_score":0.6883777},"labels":[],"label_agreement":null},{"id":"W3048595141","doi":"10.1136/bmjopen-2020-038158","title":"Impact of the economic crisis on household health expenditure in Greece: an interrupted time series analysis","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Public health; Medicine; Quarter (Canadian coin); Financial crisis; Population; Euros; Demographic economics; Health care; Interrupted Time Series Analysis; Socioeconomic status; Environmental health; Economics; Economic growth; Geography","score_opus":0.19744426547110788,"score_gpt":0.514400416655512,"score_spread":0.31695615118440407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048595141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463677,0.000026017646,0.0000026495443,0.04532264,0.00012081737,0.004325951,0.00028883727,0.000036765545,0.003508652],"genre_scores_gemma":[0.9953079,0.00001707108,0.000021697406,0.00352775,0.00011886004,0.00030126455,0.000043113618,0.000020088495,0.00064223894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808395,0.00068668945,0.00056358794,0.0002647969,0.00011731756,0.0002836788],"domain_scores_gemma":[0.9989099,0.00010714543,0.00037761318,0.00047444453,0.00002033734,0.00011054025],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006047626,0.00015007501,0.00059715303,0.00009274009,0.00029433303,0.00001795154,0.00060506206,0.00007250456,0.0011247123],"category_scores_gemma":[0.00006917527,0.00009350625,0.00017058653,0.00031097807,0.0000304316,0.0002331507,0.00061643036,0.00027508033,0.000087454304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004937095,0.000047584024,0.8258902,0.000055526783,0.0004374802,0.0000016508972,0.02018644,0.00077808043,0.0000103635175,0.0001403245,0.15172514,0.00023354066],"study_design_scores_gemma":[0.000745785,0.000564564,0.990809,0.00013474839,0.000057060057,1.7129123e-7,0.0058962246,0.0002189889,0.00001039537,0.000082238774,0.0013363835,0.00014439467],"about_ca_topic_score_codex":0.013831796,"about_ca_topic_score_gemma":0.009703054,"teacher_disagreement_score":0.16491888,"about_ca_system_score_codex":0.00028686473,"about_ca_system_score_gemma":0.0003865838,"threshold_uncertainty_score":0.9997884},"labels":[],"label_agreement":null},{"id":"W3049088103","doi":"10.3138/cpp.2020-091","title":"Reconceptualizing Parental Leave Benefits in COVID-19 Canada: From Employment Policy to Care and Social Protection Policy","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Thompson Rivers University; Université TÉLUQ; Carleton University; Brock University","funders":"Leibniz-Gemeinschaft; Gottfried Wilhelm Leibniz Universität Hannover; National Science Foundation","keywords":"Parental leave; Social policy; Citizenship; Political science; Pandemic; Coronavirus disease 2019 (COVID-19); Public policy; Politics; Economic growth; Sociology; Economics; Disease; Medicine; Law","score_opus":0.12724420698304398,"score_gpt":0.38247995925935613,"score_spread":0.2552357522763121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049088103","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39794645,0.00032271148,0.000004337286,0.59546834,0.00018305526,0.0012584627,0.0017176989,0.00008003804,0.0030189154],"genre_scores_gemma":[0.86467016,0.00005274975,0.000012099435,0.13051678,0.0039064735,0.00042219702,0.00019282877,0.000048843995,0.00017787707],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967421,0.00033480139,0.0005516584,0.0005855387,0.0002936507,0.0014922234],"domain_scores_gemma":[0.9967681,0.00008322303,0.00014699358,0.00019589481,0.00013398385,0.0026717843],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001492544,0.00032993543,0.00044707145,0.0009484431,0.0019353526,0.00006307621,0.00028689977,0.00023796318,0.00015117021],"category_scores_gemma":[0.0017622884,0.00036436555,0.00005535784,0.0013602482,0.00009050664,0.00021563673,0.00023814401,0.00052142475,0.00003750664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007614511,0.000023149534,0.36799356,0.00035385936,0.00015758038,0.00004983598,0.27913186,0.000017574892,0.000036454363,0.07557199,0.13040406,0.14618394],"study_design_scores_gemma":[0.0012556426,0.00008360877,0.1735724,0.00007201272,0.000009565011,0.0000011945173,0.038356528,0.0000066484336,0.000006360795,0.00028155537,0.78591865,0.00043580803],"about_ca_topic_score_codex":0.99972403,"about_ca_topic_score_gemma":0.9997893,"teacher_disagreement_score":0.6555146,"about_ca_system_score_codex":0.016124438,"about_ca_system_score_gemma":0.049033977,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W3049459202","doi":"10.1007/s11293-020-09677-z","title":"Full-Time and Part-Time Work and the Gender Wage Gap","year":2020,"lang":"en","type":"article","venue":"Atlantic Economic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Earnings; Wage; Economics; Gender pay gap; Full-time; Labour economics; Differential (mechanical device); Hourly wage; Part-time employment; Working time; Work (physics); Time-use survey; Demographic economics","score_opus":0.06425246594823299,"score_gpt":0.32134319496106994,"score_spread":0.25709072901283697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049459202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93073046,0.0010403779,0.000012300207,0.06075023,0.00029960557,0.00025221697,0.0000043222335,0.000028302455,0.006882167],"genre_scores_gemma":[0.99087226,0.0016057729,0.000047951635,0.0040001627,0.0016389126,0.000010873158,0.0000035843361,0.000023383203,0.0017971186],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874496,0.00026811482,0.00042396208,0.00016859363,0.00005517793,0.00033916457],"domain_scores_gemma":[0.99899346,0.00050949224,0.00020896555,0.00009483133,0.000018919856,0.0001743565],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007412658,0.00013514815,0.0003292886,0.000022611548,0.00097485184,0.00004447633,0.00011244803,0.000064235406,0.0018137555],"category_scores_gemma":[0.00006316615,0.000084149295,0.000055943336,0.000028047229,0.00014771563,0.0001003063,0.00018026633,0.0004734181,0.0009400581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011652745,0.000016570835,0.60207796,0.00007098621,0.0006529713,0.000035669105,0.018729182,0.000012657091,0.000050877905,0.0068255914,0.36870754,0.001654705],"study_design_scores_gemma":[0.02895844,0.00082418724,0.3981523,0.0006420575,0.0010103311,0.0003860712,0.008425451,0.0035825777,0.0000075204493,0.018878065,0.5374661,0.0016668653],"about_ca_topic_score_codex":0.000024144965,"about_ca_topic_score_gemma":0.000010912686,"teacher_disagreement_score":0.20392568,"about_ca_system_score_codex":0.00003058945,"about_ca_system_score_gemma":0.00005819655,"threshold_uncertainty_score":0.9998378},"labels":[],"label_agreement":null},{"id":"W3049764380","doi":"10.1177/1035304620949950","title":"The effect of minimum wages on consumption in Canada","year":2020,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Western University; Mount Royal University","funders":"","keywords":"Economics; Minimum wage; Consumption (sociology); Distributed lag; Extant taxon; Labour economics; Wage; Position (finance); Mainstream; Population; Econometrics; Demographic economics","score_opus":0.036771454783554224,"score_gpt":0.3423213597180854,"score_spread":0.3055499049345312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049764380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86818194,0.068760894,7.327051e-7,0.058453348,0.0001348356,0.00085228257,0.000021883394,0.0000063971434,0.0035877014],"genre_scores_gemma":[0.9275386,0.069572344,8.339922e-7,0.00163323,0.0000394212,0.00007841625,0.0000030974447,0.0000048346624,0.0011292574],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991134,0.00037725476,0.0003046266,0.00007437705,0.00002985992,0.00010050426],"domain_scores_gemma":[0.9982586,0.00147557,0.00013329225,0.000101789905,0.000006701583,0.00002403113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047584655,0.00006126125,0.00019888865,0.000006780826,0.00036606344,0.0000017615528,0.000067499954,0.000017037273,0.00028894044],"category_scores_gemma":[0.00012427705,0.000030445415,0.000021432325,0.000034966473,0.0000357862,0.000020095522,0.00003462406,0.00016500925,0.00015445259],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048291862,0.0000019248776,0.8746901,0.0019241673,0.00006769859,5.171127e-7,0.0007704272,0.00005492425,0.0000013971465,0.026290687,0.08179762,0.014352205],"study_design_scores_gemma":[0.0006386547,0.00009915878,0.45976225,0.0020101126,0.00008086157,3.1018416e-7,0.0003291362,0.00017229823,0.0000032549667,0.00023002093,0.5365727,0.00010127694],"about_ca_topic_score_codex":0.05603194,"about_ca_topic_score_gemma":0.23749511,"teacher_disagreement_score":0.45477504,"about_ca_system_score_codex":0.00011680971,"about_ca_system_score_gemma":0.00013414597,"threshold_uncertainty_score":0.950254},"labels":[],"label_agreement":null},{"id":"W3076082899","doi":"10.31234/osf.io/hz4c7","title":"COVID-19 Provides a Rare Opportunity to Create a Stronger, More Equitable Society","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Status quo; Coronavirus disease 2019 (COVID-19); Restructuring; Inequality; Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Economic system; Development economics; Economics; Medicine","score_opus":0.26692715619199026,"score_gpt":0.481882707235653,"score_spread":0.21495555104366276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3076082899","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036314823,0.001315654,0.007913741,0.7990981,0.0024110174,0.013952796,0.0023342462,0.003287945,0.13337168],"genre_scores_gemma":[0.240135,0.0018032613,0.010851153,0.41737154,0.003766156,0.012021084,0.002334768,0.00043496522,0.31128207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561334,0.00044628335,0.0009172993,0.0011227677,0.0005760277,0.001324298],"domain_scores_gemma":[0.99505603,0.00053814007,0.00040248843,0.00087654666,0.00035337853,0.0027733897],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010557837,0.00064125156,0.0010647777,0.000089132904,0.002111747,0.000051380477,0.0006914439,0.000657071,0.0072973124],"category_scores_gemma":[0.002845956,0.0005263055,0.00046107458,0.00024248323,0.000116374,0.000106953674,0.008103242,0.0020758086,0.00035326724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010842428,0.000074650976,0.027929252,0.0040255617,0.0004064175,0.00002379701,0.030311143,0.00004446257,0.000029899016,0.0018864693,0.9347063,0.00045366926],"study_design_scores_gemma":[0.0016776542,0.0002652623,0.004692568,0.0010405844,0.00037871517,8.774857e-7,0.08076745,0.00025061553,0.000018698453,0.0070110927,0.90251297,0.0013834864],"about_ca_topic_score_codex":0.007410648,"about_ca_topic_score_gemma":0.0011655705,"teacher_disagreement_score":0.38172653,"about_ca_system_score_codex":0.00095922797,"about_ca_system_score_gemma":0.0073948475,"threshold_uncertainty_score":0.99991906},"labels":[],"label_agreement":null},{"id":"W3080502796","doi":"10.5040/9781509928026.ch-005","title":"Workers’ Compensation in Canada: Experiences of Precariously Employed Workers in the Return to Work Process after Injury","year":2020,"lang":"en","type":"book-chapter","venue":"Hart Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Workers' compensation; Work (physics); Process (computing); Labour economics; Demographic economics; Operations management; Business; Psychology; Engineering; Computer science; Mechanical engineering; Economics; Social psychology; Operating system","score_opus":0.05087991145256273,"score_gpt":0.3190949938237604,"score_spread":0.2682150823711977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080502796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5151097,0.00035241153,0.000004779988,0.013659144,0.0018096367,0.004088427,0.0000650397,0.00010254882,0.4648083],"genre_scores_gemma":[0.9557966,0.000003998174,0.00003344108,0.0037564097,0.00031352526,0.0013695107,0.00004165955,0.00006839505,0.03861648],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99649096,0.00028638885,0.0011566106,0.0005824762,0.0008962023,0.00058734784],"domain_scores_gemma":[0.9981223,0.0005299101,0.0005293843,0.0004430546,0.00023449976,0.00014086401],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009435778,0.00042133784,0.0007360049,0.00029565956,0.00027319047,0.00013570591,0.0008038604,0.00037831874,0.0001846879],"category_scores_gemma":[0.00034250916,0.00032292912,0.00008723842,0.00021185238,0.00010208094,0.00034479646,0.0003273158,0.0018332014,0.000010496265],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005980596,0.000011988556,0.46302703,0.0003232968,0.00006596326,0.000047661088,0.40620303,0.0000048522984,0.0000010150599,0.00087878876,0.12673397,0.0021043525],"study_design_scores_gemma":[0.001697564,0.0002844179,0.2851241,0.018985726,0.0001339265,0.0000013330289,0.42795375,0.00000718519,0.000015720287,0.004497998,0.2593024,0.001995878],"about_ca_topic_score_codex":0.28904402,"about_ca_topic_score_gemma":0.8922321,"teacher_disagreement_score":0.6031881,"about_ca_system_score_codex":0.00066312234,"about_ca_system_score_gemma":0.0025446832,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W3080667430","doi":"10.1007/s10926-020-09923-w","title":"Universal Basic Income as a Policy Response to COVID-19 and Precarious Employment: Potential Impacts on Rehabilitation and Return-to-Work","year":2020,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Basic income; Health psychology; Rehabilitation; Coronavirus disease 2019 (COVID-19); Work (physics); 2019-20 coronavirus outbreak; Economics; Actuarial science; Psychology; Labour economics; Public economics; Medicine; Public health; Nursing; Engineering; Virology; Physical therapy","score_opus":0.039514277483421165,"score_gpt":0.42303366923241414,"score_spread":0.38351939174899297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080667430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77697575,0.000053815573,0.00044694846,0.22132604,0.00017870334,0.00089519523,0.00003723407,0.000026830741,0.000059466358],"genre_scores_gemma":[0.98791534,0.000015874035,0.0028875275,0.008562184,0.00043471748,0.000033671622,0.000008433979,0.000023825414,0.00011841867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655247,0.0013085195,0.00084669376,0.00031495074,0.0006881596,0.00028918608],"domain_scores_gemma":[0.99125874,0.0066100825,0.00046566737,0.0001390846,0.0006688507,0.0008575997],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020317538,0.00020523765,0.0003562959,0.0006803641,0.0005797564,0.000029941542,0.000115257295,0.00013002382,0.00005715439],"category_scores_gemma":[0.035811476,0.00018116727,0.00009462956,0.00073031813,0.00010258286,0.0003471916,0.00012321582,0.0003676901,0.000033478962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06825268,0.00015505846,0.743599,0.00040328078,0.00012160954,0.000018522589,0.16065331,0.0012399759,0.0021303154,0.00416715,0.017142668,0.0021164117],"study_design_scores_gemma":[0.0022444155,0.008199624,0.97049457,0.0003052622,0.0000405671,0.000005088458,0.004278036,0.00002314974,0.000005565233,0.0028467707,0.011387335,0.00016963054],"about_ca_topic_score_codex":0.00019460967,"about_ca_topic_score_gemma":0.000051593703,"teacher_disagreement_score":0.22689554,"about_ca_system_score_codex":0.0008697228,"about_ca_system_score_gemma":0.0011545077,"threshold_uncertainty_score":0.9723103},"labels":[],"label_agreement":null},{"id":"W3080680840","doi":"10.5539/ibr.v13n9p63","title":"Human Resource Practices, Job Satisfaction and Perceived Discrimination(s) at the Workplace","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job satisfaction; Moderation; Psychology; Perception; Autonomy; Job attitude; Human resource management; Social psychology; Job design; Job performance; Management; Political science; Economics","score_opus":0.23811490459816984,"score_gpt":0.513820661033137,"score_spread":0.2757057564349671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080680840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66920507,0.0001647635,0.000022378394,0.28493282,0.00019612098,0.00044416336,0.000015620097,0.000045301316,0.04497374],"genre_scores_gemma":[0.96687776,0.00021209559,0.000019478668,0.0011784765,0.0008586316,0.00016093886,0.000046202782,0.000020033944,0.030626409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757147,0.0006576106,0.00026943823,0.00030789716,0.0008883128,0.00030525576],"domain_scores_gemma":[0.9974726,0.0011272477,0.00019208634,0.00015566315,0.0009691171,0.00008329416],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010164247,0.00010505563,0.000115912444,0.0001047731,0.002462914,0.000067549554,0.00024237756,0.00007860189,0.0015272836],"category_scores_gemma":[0.0024810606,0.000072490315,0.000022864599,0.0003644644,0.00023552438,0.00027089322,0.00075766817,0.0006850035,0.00031502347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017800105,0.000015190944,0.83227915,0.00009636109,0.000062935804,0.0000071403742,0.007204681,0.000009374104,0.0019293348,0.0025034947,0.15365584,0.0020585037],"study_design_scores_gemma":[0.00036338886,0.000017826893,0.8056236,0.000072298266,0.000007376085,0.0000014222568,0.0045263777,0.00003617244,0.0000055714363,0.0002527804,0.18902884,0.00006433398],"about_ca_topic_score_codex":0.0019818211,"about_ca_topic_score_gemma":0.0026160763,"teacher_disagreement_score":0.29767263,"about_ca_system_score_codex":0.00023281634,"about_ca_system_score_gemma":0.000072756186,"threshold_uncertainty_score":0.9993855},"labels":[],"label_agreement":null},{"id":"W3081561349","doi":"10.1080/23800127.2020.1811452","title":"Frenzied synchronicities: reworking the rhythms of temporary labour migration","year":2020,"lang":"en","type":"article","venue":"Applied Mobilities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Residence; Immigration; Context (archaeology); Wage; Repatriation; Politics; Political science; Immigration policy; Demographic economics; Government (linguistics); Labour economics; Sociology; Geography; Economics; Law","score_opus":0.05670232580194782,"score_gpt":0.33670847723194947,"score_spread":0.2800061514300016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081561349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94166976,0.0013037241,0.0001707492,0.01272495,0.0002598004,0.0011370127,0.000044596552,0.0001912669,0.042498164],"genre_scores_gemma":[0.99459213,0.00018046818,0.00006172724,0.0028016428,0.0005304287,0.00045010663,0.000020476022,0.000023773184,0.0013392174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9986017,0.00013011326,0.0005278093,0.00021561497,0.00021946101,0.00030530992],"domain_scores_gemma":[0.9986155,0.0007697605,0.00022556199,0.00026358123,0.00007966522,0.000045947843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373347,0.00015675383,0.00030139237,0.000027824677,0.0006297196,0.0000070556034,0.00016835037,0.000100964695,0.0003166139],"category_scores_gemma":[0.00008690893,0.000105728875,0.00006405802,0.00017687565,0.00020168816,0.000061038016,0.00016028566,0.00033212238,0.000051429663],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000360208,0.00008071014,0.13322288,0.002729692,0.00031025143,0.0000027773685,0.27566683,0.00010030279,0.0025477735,0.49817932,0.08376453,0.0030347032],"study_design_scores_gemma":[0.001884313,0.00033452935,0.042097524,0.0004952902,0.00008880843,5.1580747e-7,0.5079188,0.00014394398,0.0027158903,0.029393459,0.41429532,0.0006316206],"about_ca_topic_score_codex":0.000772694,"about_ca_topic_score_gemma":0.0002715839,"teacher_disagreement_score":0.46878588,"about_ca_system_score_codex":0.000042989937,"about_ca_system_score_gemma":0.00011587843,"threshold_uncertainty_score":0.48433575},"labels":[],"label_agreement":null},{"id":"W3081857555","doi":"10.1177/1403494820953344","title":"The influence of welfare spending on national immunization outcomes: A scoping review","year":2020,"lang":"en","type":"review","venue":"Scandinavian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"College of Nursing, University of Saskatchewan; Canadian Nurses Foundation; University of Saskatchewan","keywords":"Welfare; Psychological intervention; Public economics; Population; Immunization; Psychology; Medicine; Political science; Economics; Environmental health; Nursing","score_opus":0.2614434456423578,"score_gpt":0.5331360748558367,"score_spread":0.2716926292134789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081857555","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012762979,0.9509065,0.000025731837,0.04538466,0.0006275111,0.002149912,0.00005536357,0.000018276722,0.00081924925],"genre_scores_gemma":[0.00037243302,0.99743336,0.000038472233,0.0015307418,0.0003417142,0.00006825321,0.00003151648,0.000049862167,0.00013365092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905655,0.0033482818,0.0039623147,0.00024186987,0.0011939033,0.00068814337],"domain_scores_gemma":[0.9892343,0.0017364259,0.00739847,0.0002699374,0.00096375274,0.00039711286],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009059557,0.0004001379,0.002988572,0.0004016323,0.0019011134,0.000033649925,0.0008314402,0.00017178076,0.00011726326],"category_scores_gemma":[0.0054301326,0.00022885567,0.0005749123,0.001054886,0.000113170594,0.00026951564,0.0002004745,0.0016835135,0.000036624337],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009236167,0.00006271474,0.0035358127,0.26764303,0.0005196927,0.000012539472,0.001008234,0.000001243695,1.0699643e-8,0.012719514,0.0059855795,0.7085024],"study_design_scores_gemma":[0.00020516024,0.00018437378,0.0015762529,0.44198447,0.00007517571,0.00001503543,0.00023098047,9.7423595e-8,2.050325e-9,0.000055344997,0.5555596,0.00011350339],"about_ca_topic_score_codex":0.00003200789,"about_ca_topic_score_gemma":0.000028522072,"teacher_disagreement_score":0.70838886,"about_ca_system_score_codex":0.0012561592,"about_ca_system_score_gemma":0.0051698266,"threshold_uncertainty_score":0.9993983},"labels":[],"label_agreement":null},{"id":"W3082334103","doi":"10.17848/wp20-332","title":"Impacts of the Covid-19 Pandemic and the CARES Act on Earnings and Inequality","year":2020,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; W.E. Upjohn Institute for Employment Research","keywords":"Earnings; Unemployment; Pandemic; Economics; Inequality; Labour economics; Coronavirus disease 2019 (COVID-19); Demographic economics; Population; Payment; Panel data; Distribution (mathematics); Economic growth; Finance; Medicine","score_opus":0.23546859724994573,"score_gpt":0.49662652727200307,"score_spread":0.26115793002205734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082334103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7324371,0.005234749,0.000007194624,0.10161576,0.001469965,0.0033541427,0.00018265012,0.00018207442,0.15551637],"genre_scores_gemma":[0.97455484,0.010518963,0.0000017423324,0.006426098,0.00029461278,0.000067549576,0.000014843319,0.000022803673,0.008098556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972798,0.0010996644,0.00056527776,0.0002854759,0.00050968374,0.00026007695],"domain_scores_gemma":[0.9956962,0.0029910775,0.00067696633,0.00032068827,0.0001722156,0.00014289453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024595722,0.00023937,0.0006662843,0.000036043588,0.00096833415,0.0000089834375,0.00016599247,0.00028160703,0.00011724327],"category_scores_gemma":[0.0065678065,0.000096544085,0.000102847065,0.00010697538,0.00037942236,0.000024439385,0.00059141807,0.001104902,0.0000036729427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116082636,0.000004883425,0.89048934,0.0011680546,0.00010853759,7.157952e-7,0.009336294,1.0599705e-7,0.0000040346804,0.00049831223,0.09806082,0.00021280488],"study_design_scores_gemma":[0.0013983275,0.00009615421,0.5404429,0.0003921858,0.00017578206,0.000003710897,0.0039431797,8.1102263e-7,0.0000026389696,0.0006049528,0.45276943,0.00016992877],"about_ca_topic_score_codex":0.019051524,"about_ca_topic_score_gemma":0.006340022,"teacher_disagreement_score":0.3547086,"about_ca_system_score_codex":0.00015292509,"about_ca_system_score_gemma":0.001351339,"threshold_uncertainty_score":0.9874807},"labels":[],"label_agreement":null},{"id":"W3082855138","doi":"10.1093/phe/phaa026","title":"A Harm Reduction Approach to the Ethical Management of the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Pandemic; Context (archaeology); Harm; Enforcement; Agency (philosophy); Harm reduction; Political science; Coronavirus disease 2019 (COVID-19); Law and economics; Phase (matter); Public relations; Business; Law; Sociology; Medicine; Public health","score_opus":0.5898207858782535,"score_gpt":0.5363773438083091,"score_spread":0.053443442069944336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082855138","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017658998,0.0002565138,0.0074964385,0.9813097,0.0007613786,0.0022631628,0.00002397861,0.00014912133,0.005973796],"genre_scores_gemma":[0.3077275,0.0007969064,0.00048704576,0.6888929,0.00052570866,0.000590705,0.000014688243,0.000025454794,0.00093908765],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949023,0.0025782953,0.00071233296,0.00035920704,0.00078810833,0.0006597251],"domain_scores_gemma":[0.99745095,0.00094059756,0.00031722954,0.00046502144,0.00022808035,0.0005981251],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009681519,0.00014894365,0.00028230526,0.00004365445,0.0027065254,0.000013704402,0.0005722614,0.0004272356,0.000049555852],"category_scores_gemma":[0.0028874006,0.00008347928,0.00008396129,0.00084572576,0.00020714861,0.00004497543,0.0006462502,0.0045927344,0.00005444459],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042926775,0.000076392,0.007489755,0.003850509,0.00009475389,2.5888482e-7,0.6147606,0.00004116963,0.0000027745377,0.1735204,0.1975574,0.0025630966],"study_design_scores_gemma":[0.000363058,0.00005441337,0.006183284,0.000057464924,0.000013399464,0.0000012579306,0.025895564,0.000051587063,2.664359e-7,0.0004327318,0.96686554,0.000081431106],"about_ca_topic_score_codex":0.0007396002,"about_ca_topic_score_gemma":0.000053719057,"teacher_disagreement_score":0.76930815,"about_ca_system_score_codex":0.00037332,"about_ca_system_score_gemma":0.0019918662,"threshold_uncertainty_score":0.99859184},"labels":[],"label_agreement":null},{"id":"W3082934468","doi":"10.1111/cag.12648","title":"The spatial dimensions of temporary employment in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Census; Unemployment; Metropolitan area; Casual; Demographic economics; Immigration; American Community Survey; Population; Temporary work; Spatial mismatch; Labour economics; Flexibility (engineering); Geography; Seniority; Economics; Work (physics); Economic growth; Political science; Demography; Sociology","score_opus":0.02236493138556687,"score_gpt":0.25900878436625313,"score_spread":0.23664385298068627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082934468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95375305,0.004123893,9.2477575e-7,0.036320638,0.0011953184,0.001034495,0.00039414002,0.000048256898,0.0031292634],"genre_scores_gemma":[0.99293023,0.0028714105,0.000009328531,0.003548259,0.00015873474,0.00020903866,0.00004627099,0.000045293178,0.00018144726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637175,0.00028904472,0.00096543826,0.0004511212,0.00036122397,0.001561419],"domain_scores_gemma":[0.99716663,0.000701373,0.000277524,0.00045864767,0.00023232814,0.001163476],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003068769,0.0003700559,0.0005562638,0.000854785,0.0018770528,0.000014075406,0.00058370293,0.00012412522,0.00009851999],"category_scores_gemma":[0.00026859486,0.00026250945,0.00017167839,0.0032854145,0.0007029571,0.000103563805,0.00014651354,0.0005541081,0.000005975927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038506492,0.0000057256616,0.9239324,0.00006050172,0.00012197204,0.00006576122,0.002140591,0.000009798895,0.000007597377,0.0018666334,0.069198534,0.0025520166],"study_design_scores_gemma":[0.0005151928,0.0001003431,0.6117637,0.0001141358,0.000027701042,0.000001078783,0.041481845,0.000016834603,0.000007821402,0.00041434742,0.34519872,0.00035824164],"about_ca_topic_score_codex":0.99988747,"about_ca_topic_score_gemma":0.9999992,"teacher_disagreement_score":0.31216863,"about_ca_system_score_codex":0.0003928797,"about_ca_system_score_gemma":0.0037235299,"threshold_uncertainty_score":0.9999827},"labels":[],"label_agreement":null},{"id":"W3083952633","doi":"10.22374/ijmsch.v3i2.32","title":"No Country for Middle-Aged Men?","year":2020,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Middle age; Psychology; Shame; Social isolation; Grounded theory; Social psychology; Middle East; Theme (computing); Vulnerability (computing); Focus group; Qualitative research; Prejudice (legal term); Isolation (microbiology); Social support; Mental health; Gender studies; Developmental psychology; Sociology; Political science; Social science","score_opus":0.19239050312134717,"score_gpt":0.46741727758436,"score_spread":0.2750267744630128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083952633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57538277,0.001310931,0.00097563333,0.3718854,0.0022346235,0.00095659815,0.0003446896,0.00006331996,0.04684605],"genre_scores_gemma":[0.97820836,0.0008469145,0.00022242275,0.017453568,0.002480422,0.00001569131,0.00002881957,0.00001441263,0.0007293713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800354,0.00086727994,0.00056606357,0.000054187287,0.00031086642,0.000198048],"domain_scores_gemma":[0.9979499,0.0006639109,0.00055657694,0.000045356428,0.00064370426,0.00014054215],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015166595,0.00009043339,0.00029312033,0.00004046252,0.0019104586,0.000014901927,0.00032015066,0.00006389386,0.00006589465],"category_scores_gemma":[0.00031390987,0.000075981385,0.00007245573,0.00004741657,0.000057400375,0.000111498826,0.00016088935,0.0009908921,0.00000739149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029298733,0.0005418814,0.10361263,0.0008790054,0.0011310389,0.000008466025,0.23036331,0.0000013547208,0.00019526099,0.016882993,0.6308342,0.012619955],"study_design_scores_gemma":[0.009806533,0.0022156935,0.13215448,0.0006380837,0.00007377584,0.000008368773,0.12361067,0.00009558577,0.000008886273,0.009738388,0.72133565,0.0003138647],"about_ca_topic_score_codex":0.0014623803,"about_ca_topic_score_gemma":0.000432858,"teacher_disagreement_score":0.40282562,"about_ca_system_score_codex":0.00016458795,"about_ca_system_score_gemma":0.00031289854,"threshold_uncertainty_score":0.99938893},"labels":[],"label_agreement":null},{"id":"W3083952775","doi":"","title":"Implications of Psychological Harassment Provisions in Quebec Labour Law","year":2020,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harassment; Law; Labour law; Criminology; Political science; Business; Psychology","score_opus":0.1373572878675439,"score_gpt":0.4889088869168172,"score_spread":0.35155159904927336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083952775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.574604,0.00005178593,0.00030676348,0.21328673,0.00011080493,0.0010768846,0.000044539378,0.00013631978,0.21038218],"genre_scores_gemma":[0.985548,0.00002870178,0.00041699744,0.008790087,0.000063023384,0.00019036134,0.0000090459935,0.000007165311,0.004946574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99894524,0.00012846204,0.0004101743,0.00019526496,0.0000915033,0.00022937136],"domain_scores_gemma":[0.99946356,0.00014302236,0.000080291604,0.00015987559,0.00007153745,0.00008170973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012818599,0.000079963356,0.00019483396,0.000025535419,0.00020797468,0.0000023869425,0.00013134025,0.0000762214,0.0013783636],"category_scores_gemma":[0.000062291096,0.000056832814,0.000038658804,0.00021256834,0.00005615277,0.00005354212,0.00012720008,0.00022736074,0.0001653835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017565982,0.00012575476,0.31069303,0.000041480453,0.00000804195,5.8184713e-7,0.0020075217,0.0000015101774,0.0005304345,0.66057235,0.02520517,0.000796539],"study_design_scores_gemma":[0.00053331244,0.00010189995,0.9300631,0.00002961534,0.0000048817947,4.329438e-8,0.0013743038,0.000006201947,0.000021273456,0.0023685987,0.065422654,0.000074092524],"about_ca_topic_score_codex":0.015495288,"about_ca_topic_score_gemma":0.035341673,"teacher_disagreement_score":0.6582038,"about_ca_system_score_codex":0.000038718303,"about_ca_system_score_gemma":0.000038776187,"threshold_uncertainty_score":0.9995345},"labels":[],"label_agreement":null},{"id":"W3084102589","doi":"10.4000/pistes.6851","title":"La digitalisation de la relation de service : conséquences sur la santé et sur les parcours des agents de service aux clients d’une compagnie aérienne","year":2020,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05502135457634554,"score_gpt":0.4049312900442791,"score_spread":0.34990993546793353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084102589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054842,0.004961326,0.0011815752,0.041505832,0.0002772549,0.0007978432,0.00040035552,0.0003911969,0.04500044],"genre_scores_gemma":[0.99158067,0.004386285,0.00040205478,0.002159914,0.0003236733,0.00016311173,0.00012976414,0.0001544889,0.0007000701],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9853987,0.010620414,0.0010517909,0.0010562041,0.000584894,0.0012879575],"domain_scores_gemma":[0.98945624,0.007964498,0.00062982773,0.0004250767,0.0009298389,0.0005945294],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040028864,0.00080505566,0.0009088194,0.00021159653,0.001498595,0.00033960494,0.0006942263,0.00079756434,0.00036988466],"category_scores_gemma":[0.0022282375,0.0008218774,0.0003201992,0.0008838262,0.0015517875,0.001525769,0.0008770115,0.0018848048,0.00007778733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056789804,0.0011016671,0.26005873,0.0015729391,0.00051231426,0.00013569123,0.7107635,0.0006352172,0.00030559237,0.0071674082,0.006492863,0.010686129],"study_design_scores_gemma":[0.0021757379,0.0001859748,0.71885824,0.0022006298,0.00023014756,0.000044281183,0.26216996,0.0025121346,0.00005389616,0.008024801,0.0029311138,0.000613092],"about_ca_topic_score_codex":0.013138694,"about_ca_topic_score_gemma":0.04135889,"teacher_disagreement_score":0.4587995,"about_ca_system_score_codex":0.00088527583,"about_ca_system_score_gemma":0.0016617579,"threshold_uncertainty_score":0.99980134},"labels":[],"label_agreement":null},{"id":"W3084435464","doi":"10.1002/joec.12149","title":"Resiliency, Self‐Regulation, and Reemployment After Job Loss","year":2020,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Western University; University of Toronto; Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; CLARITY; Cognition; Trait; Social psychology; Process (computing); Job performance; Job satisfaction","score_opus":0.03618962770857016,"score_gpt":0.3525343823025176,"score_spread":0.31634475459394745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084435464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96905136,0.0037364736,0.0008654289,0.024513049,0.00068368803,0.00044355326,0.000007557112,0.00008212496,0.0006167681],"genre_scores_gemma":[0.9895912,0.002347469,0.00096049,0.0050085043,0.0013823715,0.000028601173,0.0000016831989,0.00004538606,0.00063431635],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689794,0.0002906157,0.0013315105,0.0002720087,0.00073119305,0.00047672793],"domain_scores_gemma":[0.9978327,0.00032557035,0.0006875367,0.0001735712,0.00065491424,0.00032566395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102781,0.00025785062,0.0005155912,0.00013117882,0.00056282064,0.000030249053,0.00019832316,0.00012763301,0.00035792688],"category_scores_gemma":[0.00017975505,0.00020549094,0.00013268134,0.00022492826,0.000068130365,0.00034171052,0.00013120858,0.00057491846,0.000054933833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008199375,0.000114398696,0.9054949,0.0003089105,0.0003685959,0.000116453724,0.047582246,0.00006889464,0.0007421009,0.0009080761,0.042276826,0.0011986461],"study_design_scores_gemma":[0.0065929643,0.002010491,0.47163668,0.0017685014,0.0006520405,0.000054799228,0.007906904,0.00030784754,0.00021744576,0.003944288,0.50391805,0.0009899588],"about_ca_topic_score_codex":0.000025941916,"about_ca_topic_score_gemma":0.000029028144,"teacher_disagreement_score":0.46164125,"about_ca_system_score_codex":0.00014500847,"about_ca_system_score_gemma":0.00018225829,"threshold_uncertainty_score":0.83796775},"labels":[],"label_agreement":null},{"id":"W3085356629","doi":"10.3390/soc10030065","title":"Centering the Complexity of Long-Term Unemployment: Lessons Learned from a Critical Occupational Science Inquiry","year":2020,"lang":"en","type":"article","venue":"Societies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Unemployment; Context (archaeology); Governmentality; Participant observation; Sociology; Everyday life; Bureaucracy; Ethnography; Recession; Grounded theory; Poverty; Public relations; Political science; Qualitative research; Economic growth; Social science; Economics; Politics; Geography","score_opus":0.508684778581702,"score_gpt":0.5131498763824383,"score_spread":0.0044650978007362285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085356629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8228759,0.0003486743,0.0004525713,0.17416102,0.00055649196,0.00024854206,0.00011180837,0.000083540916,0.0011614324],"genre_scores_gemma":[0.99647886,0.00009042299,0.00014180105,0.0027098183,0.0003938065,0.000036429472,0.000018245739,0.000010959939,0.00011963701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843407,0.00017001726,0.00031851773,0.00025253228,0.0004592986,0.0003655618],"domain_scores_gemma":[0.99898386,0.0004349447,0.000104723156,0.00017700797,0.00021314726,0.000086323846],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003477474,0.00011686871,0.0002128443,0.00001906245,0.0019316452,0.000018759063,0.00034896843,0.000057180987,0.00039400347],"category_scores_gemma":[0.00042160932,0.00008365675,0.00008883884,0.00021787651,0.0036128976,0.0001363383,0.0005738348,0.0003295847,0.00004439401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101719,0.00006942355,0.8120491,0.0002623697,0.00007902578,0.0000018311599,0.11391901,0.0000034442796,0.0021233764,0.05641926,0.014236486,0.00073495647],"study_design_scores_gemma":[0.0004663146,0.00006635245,0.9571345,0.00017556333,0.000036768106,1.09214525e-7,0.025773417,0.00008256414,0.00035589837,0.014978783,0.0007850098,0.00014475104],"about_ca_topic_score_codex":0.00009505859,"about_ca_topic_score_gemma":0.00003814859,"teacher_disagreement_score":0.17360297,"about_ca_system_score_codex":0.000060482384,"about_ca_system_score_gemma":0.00020854305,"threshold_uncertainty_score":0.9993677},"labels":[],"label_agreement":null},{"id":"W3085546242","doi":"10.4000/pistes.6813","title":"Chômage et usages de substances psychoactives","year":2020,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04534654008844362,"score_gpt":0.4221810669705695,"score_spread":0.3768345268821259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085546242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4836088,0.05506517,0.0021387406,0.22166428,0.0013278526,0.0010303352,0.0003453415,0.00052082946,0.23429865],"genre_scores_gemma":[0.96667564,0.017249959,0.0004783139,0.0031219572,0.0011421908,0.00017099631,0.000017035527,0.00016811617,0.010975782],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.991176,0.0046517192,0.0009057576,0.0013470096,0.0005288369,0.001390639],"domain_scores_gemma":[0.9956299,0.002408328,0.00046270818,0.0005150958,0.00034087047,0.0006430699],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017266128,0.00084681116,0.001071443,0.00018663317,0.0011558236,0.00017717024,0.00075491075,0.00050679344,0.001766907],"category_scores_gemma":[0.0010656022,0.00081389956,0.00053690764,0.0005502671,0.0016727431,0.0011275207,0.00085364684,0.0023348362,0.00031718338],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007386758,0.0009928994,0.017923076,0.0008029206,0.000799818,0.00012629988,0.8761488,0.000030232466,0.00055338716,0.029779017,0.04907563,0.023029234],"study_design_scores_gemma":[0.0022050024,0.0005419107,0.56690025,0.0013116719,0.00016624741,0.00001314663,0.39798823,0.0001754303,0.00013676877,0.008666458,0.021038854,0.00085602],"about_ca_topic_score_codex":0.00073613547,"about_ca_topic_score_gemma":0.0039828913,"teacher_disagreement_score":0.5489772,"about_ca_system_score_codex":0.0004016488,"about_ca_system_score_gemma":0.00085785525,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W3086686903","doi":"","title":"Labour Market Persistence from Recessions | Bulletin – September Quarter 2020","year":2020,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Persistence (discontinuity); Recession; Economics; Business; Geography; Engineering; Keynesian economics","score_opus":0.05436446248042994,"score_gpt":0.3234420253680525,"score_spread":0.2690775628876226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086686903","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008595172,0.0007071799,0.00006765988,0.94765437,0.00067732215,0.0006950608,0.00036912854,0.00026455458,0.040969573],"genre_scores_gemma":[0.96987784,0.00059175334,0.0010163789,0.021112205,0.0013460323,0.00017998373,0.000102588456,0.0000889614,0.0056842742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962747,0.0006310653,0.0010681639,0.0007348118,0.0005404723,0.0007507556],"domain_scores_gemma":[0.9974794,0.00086914573,0.0004896087,0.0005091573,0.00024759586,0.00040513935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045254262,0.0004170787,0.00075372827,0.00006836255,0.00074044254,0.000011832254,0.0005182634,0.00026733597,0.10249862],"category_scores_gemma":[0.00042933418,0.00036624164,0.00026846645,0.0003055864,0.00018053618,0.00006060457,0.0004896639,0.0008431083,0.01079659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027352478,0.00008863201,0.015065354,0.0001796029,0.00014309445,0.000015205351,0.004602614,0.0000024773065,0.0004224851,0.000109838256,0.97907835,0.00001884488],"study_design_scores_gemma":[0.0011674975,0.00015942361,0.027093558,0.00035920145,0.00008338173,7.6380957e-7,0.0046505914,0.000024226061,0.00004682897,0.000108888955,0.96592677,0.00037888714],"about_ca_topic_score_codex":0.00025481227,"about_ca_topic_score_gemma":0.00007656539,"teacher_disagreement_score":0.9612827,"about_ca_system_score_codex":0.00005180792,"about_ca_system_score_gemma":0.000077056044,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W3087168114","doi":"10.1002/wps.20784","title":"An update on Individual Placement and Support","year":2020,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supported employment; Mental health; Mental illness; Medicine; Quality (philosophy); Public relations; Psychology; Work (physics); Nursing; Medical education; Psychiatry","score_opus":0.058077654778331704,"score_gpt":0.398134554151177,"score_spread":0.3400568993728453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087168114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5913022,0.00051521277,0.0000428067,0.27245206,0.0040437332,0.001134099,0.00015479347,0.0004435898,0.12991153],"genre_scores_gemma":[0.91745853,0.000051633237,0.00055497047,0.07658319,0.0014089047,0.00007268892,0.000088097535,0.00003141016,0.0037505473],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883664,0.00012246842,0.00026100178,0.00027792598,0.00018807141,0.00031389503],"domain_scores_gemma":[0.99948996,0.00004015344,0.00008505695,0.0001670533,0.000017870085,0.00019988316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019429874,0.00013946753,0.000167585,0.00006249032,0.00055415847,0.000011236744,0.00012303371,0.000045930858,0.0016801957],"category_scores_gemma":[0.0000071680656,0.00011757727,0.000027055932,0.00014766384,0.00003163257,0.000069888905,0.00009098411,0.00034606567,0.00052791025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011282602,0.000062406354,0.5445785,0.000064144464,0.000046600704,0.000001316355,0.0043672714,0.0000013289092,0.0000034297777,0.020724019,0.42917466,0.0008634917],"study_design_scores_gemma":[0.0019312369,0.0007264839,0.3414005,0.00009008219,0.00006945318,2.5863616e-7,0.0055699134,0.000009932782,0.0000047657927,0.0013504958,0.6485328,0.00031409797],"about_ca_topic_score_codex":0.0000074290265,"about_ca_topic_score_gemma":0.00025343444,"teacher_disagreement_score":0.32615638,"about_ca_system_score_codex":0.000012706106,"about_ca_system_score_gemma":0.00007248248,"threshold_uncertainty_score":0.9992324},"labels":[],"label_agreement":null},{"id":"W3087289351","doi":"10.1016/j.encep.2020.06.004","title":"Covid-19 pandemic and suicide in France: An opportunity to improve information systems","year":2020,"lang":"en","type":"article","venue":"L Encéphale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Humanities; Virology; Library science; Medical emergency; Medicine; Art; Computer science","score_opus":0.1379759140681083,"score_gpt":0.42878079197440794,"score_spread":0.2908048779062996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087289351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814222,0.00029613727,0.0004548865,0.008959529,0.00040651485,0.0013057089,0.00007418476,0.00017689553,0.0069039725],"genre_scores_gemma":[0.9763975,0.00010374586,0.000026462321,0.022681009,0.0001524184,0.00019573673,0.000033201024,0.0000073949727,0.00040253092],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989424,0.0001601765,0.00036319625,0.0001447475,0.00012893918,0.00026057105],"domain_scores_gemma":[0.99886817,0.00013242252,0.00009508167,0.00012008464,0.000049800026,0.0007344281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042842698,0.00009838352,0.00019553107,0.00006121479,0.00028535322,0.000011094658,0.00008812839,0.00009265826,0.00009528841],"category_scores_gemma":[0.00097550027,0.00008720848,0.000012720509,0.00015520283,0.000022405375,0.00039223602,0.00010368135,0.00024453524,0.000076315795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003630287,0.000011568006,0.963929,0.00048426157,0.000006907345,0.0000035256433,0.027034892,0.000034365137,0.00020466364,0.0010208822,0.004635678,0.0025979478],"study_design_scores_gemma":[0.0043087564,0.0007140126,0.33551872,0.00026252258,0.000029039265,0.0000030836263,0.049758267,0.0018275284,0.000024111268,0.0004650488,0.6064471,0.0006418378],"about_ca_topic_score_codex":0.0035036837,"about_ca_topic_score_gemma":0.00048015433,"teacher_disagreement_score":0.6284103,"about_ca_system_score_codex":0.000088999506,"about_ca_system_score_gemma":0.00026633247,"threshold_uncertainty_score":0.5296545},"labels":[],"label_agreement":null},{"id":"W3087833988","doi":"10.6000/2292-2598.2020.08.03.30","title":"Perception of Unemployment Reasons during Coronavirus Lockdown in Ukraine","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Perception; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Distress; Demographic economics; Work (physics); Vocational education; Social psychology; Political science; Economic growth; Economics; Medicine; Clinical psychology; Engineering; Pedagogy; Disease","score_opus":0.11753770566472983,"score_gpt":0.4001798201308489,"score_spread":0.2826421144661191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087833988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885187,0.0011664212,0.0000069586204,0.009394092,0.00010845251,0.0005294866,0.000031435033,0.000011085271,0.00023332574],"genre_scores_gemma":[0.9912205,0.008263693,0.00005672684,0.00015447773,0.00015624205,0.00008573253,0.0000039968286,0.000013222685,0.000045408706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801016,0.00031694825,0.00097472646,0.00020944918,0.00022860095,0.0002601228],"domain_scores_gemma":[0.99794835,0.0013050875,0.00031816048,0.0001210716,0.00013371231,0.00017362692],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028161122,0.00020115508,0.00061332743,0.000059592745,0.00019453435,0.0000060088882,0.00008370371,0.00008260484,0.000990519],"category_scores_gemma":[0.00088540296,0.00013743591,0.00017717318,0.00017833832,0.00017537424,0.00009549928,0.000090138776,0.00024216996,0.00001343392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005890253,0.0011311717,0.95106184,0.00012994107,0.00015415697,0.000008628475,0.031720735,0.00001769311,0.00018229228,0.00003262547,0.0008006616,0.01417122],"study_design_scores_gemma":[0.0028289186,0.0028956695,0.9729259,0.00042190313,0.00013295999,0.000003489761,0.016701872,0.000024177536,0.00035637495,0.00008709709,0.0034781178,0.00014351399],"about_ca_topic_score_codex":0.00074331224,"about_ca_topic_score_gemma":0.00056628167,"teacher_disagreement_score":0.021864058,"about_ca_system_score_codex":0.00056058244,"about_ca_system_score_gemma":0.00006595964,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W3088160437","doi":"10.1017/cls.2020.15","title":"Doing Trans-Economic Justice: A Critique of Anti-Discrimination Laws and Inclusive Employment Policies","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Unconscious mind; Unemployment; Economic Justice; Sociology; Rendering (computer graphics); Labour economics; Economics; Political science; Law; Psychology; Psychoanalysis; Economic growth; Computer science","score_opus":0.03128170875486895,"score_gpt":0.3519389678628806,"score_spread":0.3206572591080116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088160437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434083,0.0014123342,0.00014883977,0.047231466,0.00042863906,0.00031228436,0.00023126288,0.000008979673,0.006817894],"genre_scores_gemma":[0.9877689,0.0012313786,0.0001987091,0.010151993,0.00040927719,0.000008319029,0.000009363711,0.000025949772,0.0001960953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848145,0.0001393236,0.00063226535,0.00018068524,0.000064284366,0.00050201156],"domain_scores_gemma":[0.99815184,0.00026709793,0.0003649737,0.00008449211,0.00024457954,0.00088699744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690219,0.00017424962,0.00053664163,0.00005638337,0.0009900453,0.000022646445,0.00013529518,0.00016474928,0.000058558377],"category_scores_gemma":[0.00008347667,0.00018198283,0.00016776235,0.00007394813,0.00031377538,0.00023292941,0.000037553946,0.00047450233,6.4621844e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018685989,0.00001278669,0.0056657125,0.0014407703,0.00032064627,0.000045595727,0.51676357,0.000026162154,0.00034930356,0.4677618,0.006308905,0.001286064],"study_design_scores_gemma":[0.0062921955,0.0011102885,0.031176424,0.002183749,0.0014292998,0.00011250697,0.65758264,0.0002870255,0.00015441678,0.014865199,0.2837082,0.0010980639],"about_ca_topic_score_codex":0.08529379,"about_ca_topic_score_gemma":0.4915415,"teacher_disagreement_score":0.45289662,"about_ca_system_score_codex":0.0005096602,"about_ca_system_score_gemma":0.00094368187,"threshold_uncertainty_score":0.92079735},"labels":[],"label_agreement":null},{"id":"W3088316512","doi":"10.1080/25741292.2020.1824379","title":"Explaining variations in state COVID-19 responses: psychological, institutional, and strategic factors in governance and public policy-making","year":2020,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporate governance; Government (linguistics); Public administration; Political science; Public policy; Politics; Elite; State (computer science); Economics; Law","score_opus":0.39417957632696804,"score_gpt":0.5254534713642975,"score_spread":0.1312738950373295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088316512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59645015,0.0015724963,0.003764438,0.38345262,0.000076906574,0.0011064517,0.000094246716,0.00009777748,0.013384892],"genre_scores_gemma":[0.9727257,0.0042234855,0.0010888482,0.021668158,0.00012180369,0.00008138273,0.000004605531,0.000010910176,0.00007512007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9966268,0.0020340334,0.00040141953,0.0003585718,0.00015139603,0.00042780928],"domain_scores_gemma":[0.9918994,0.0074361083,0.00025487572,0.00009799986,0.000046011945,0.0002656211],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013940787,0.00017280225,0.00024446833,0.0002172599,0.0008040089,0.00007218113,0.00008236017,0.00011380488,0.000028086939],"category_scores_gemma":[0.020648854,0.00015124102,0.0000121647245,0.00068593095,0.00015975011,0.00067831855,0.00013436166,0.0005018754,0.0000055414876],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017656564,0.00017431885,0.2456889,0.0002695862,0.000060921626,0.000088365596,0.084400706,0.00007953085,0.000249046,0.6646698,0.0013239905,0.0012291801],"study_design_scores_gemma":[0.008069972,0.000986382,0.710799,0.00037913534,0.00006132418,0.00007571382,0.058408618,0.0016004529,0.000003159825,0.08098312,0.13755082,0.0010823226],"about_ca_topic_score_codex":0.006421555,"about_ca_topic_score_gemma":0.00067457324,"teacher_disagreement_score":0.5836867,"about_ca_system_score_codex":0.00018100529,"about_ca_system_score_gemma":0.0008455889,"threshold_uncertainty_score":0.9876006},"labels":[],"label_agreement":null},{"id":"W3088554299","doi":"10.1111/capa.12384","title":"Quebec’s resilient redistribution model: Activation policies in the 2010s","year":2020,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retrenchment; Redistribution (election); Enforcement; Conditionality; Recession; Active labour market policies; Economics; Welfare state; Political science; Macroeconomics","score_opus":0.09780260439149704,"score_gpt":0.3804299396710303,"score_spread":0.2826273352795332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088554299","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23369852,0.00002158808,0.0012802201,0.7519647,0.00012327642,0.00073746074,0.00008976219,0.000054939093,0.012029553],"genre_scores_gemma":[0.9882096,0.000006834867,0.00001526383,0.010172429,0.00031276984,0.00015529915,0.000503429,0.000009337024,0.00061502814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986104,0.00023069512,0.00033743604,0.00019310934,0.00020384765,0.0004245303],"domain_scores_gemma":[0.99925524,0.00009322923,0.00011377954,0.00016371453,0.00013135566,0.00024269364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038143655,0.00011119415,0.000111711255,0.00010318254,0.0007882016,0.000046237852,0.00017347382,0.00013515817,0.00009373539],"category_scores_gemma":[0.00051924237,0.00009051962,0.00002888981,0.0003946413,0.00004873118,0.00032054482,0.000018122211,0.0003374091,0.000044974844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003171833,0.000023505881,0.024976553,0.000041683117,0.000010389614,0.0000044148287,0.0073773433,0.000011503545,0.00009936322,0.6325081,0.3340226,0.00089278986],"study_design_scores_gemma":[0.0010171606,0.0002387463,0.2380243,0.00007630133,0.000022132957,0.0000013607239,0.023925757,0.0077100107,0.00009536967,0.00361231,0.7248408,0.0004357574],"about_ca_topic_score_codex":0.040189624,"about_ca_topic_score_gemma":0.8610707,"teacher_disagreement_score":0.82088107,"about_ca_system_score_codex":0.00051145995,"about_ca_system_score_gemma":0.0025179405,"threshold_uncertainty_score":0.96620184},"labels":[],"label_agreement":null},{"id":"W3089076526","doi":"10.1177/1942778620962040","title":"Crisis and organizing anti-capitalist consciousness in the aftermath of COVID-19","year":2020,"lang":"en","type":"article","venue":"Human Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Oppression; Capitalism; Consciousness; Coronavirus disease 2019 (COVID-19); Virtuous circle and vicious circle; Political economy; Capitalist system; Sociology; Political science; Neoclassical economics; Economic system; Market economy; Economics; Epistemology; Law; Keynesian economics; Philosophy; Politics","score_opus":0.06735855295473166,"score_gpt":0.3825747472844686,"score_spread":0.31521619432973697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089076526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98126584,0.0009538382,0.000011171867,0.016180359,0.000054123357,0.00039584158,0.000026896174,0.000051160816,0.0010607692],"genre_scores_gemma":[0.987749,0.00013973431,0.000010715093,0.011961206,0.000071852606,0.00003837966,0.000010277858,0.000011171877,0.000007673605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883974,0.00026784342,0.0003203353,0.00018736813,0.00014957975,0.00023510975],"domain_scores_gemma":[0.99932814,0.000254679,0.00012255239,0.00015546852,0.000048567283,0.00009062347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033473072,0.000113442096,0.0002457482,0.0001196565,0.0006946613,0.000010860447,0.00017027919,0.00005635415,0.0001272387],"category_scores_gemma":[0.00009313945,0.0000802674,0.00005311794,0.00036912342,0.00017433644,0.000057061974,0.0001399044,0.00021567584,0.000007303651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007996019,0.00002421895,0.9303342,0.00034241212,0.000023684643,0.00000849258,0.05070272,1.819738e-7,0.00011642313,0.0031526228,0.015277256,0.000009799155],"study_design_scores_gemma":[0.00081197306,0.00006449118,0.94147515,0.000046039506,0.000033774242,5.497805e-7,0.04580779,9.764423e-7,0.000010286633,0.0017501017,0.009878323,0.00012056572],"about_ca_topic_score_codex":0.0007518863,"about_ca_topic_score_gemma":0.0003939803,"teacher_disagreement_score":0.011140938,"about_ca_system_score_codex":0.0000075745593,"about_ca_system_score_gemma":0.000030017114,"threshold_uncertainty_score":0.53428435},"labels":[],"label_agreement":null},{"id":"W3089191608","doi":"10.1108/ijwhm-03-2020-0027","title":"The impact of working conditions on the health of taxi drivers in an urban metropolis","year":2020,"lang":"en","type":"article","venue":"International Journal of Workplace Health Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wellesley Institute; Women's College Hospital","funders":"","keywords":"Mental health; Focus group; Psychology; Qualitative research; Originality; Occupational safety and health; Sample (material); Gerontology; Applied psychology; Medicine; Business; Marketing; Social psychology; Sociology","score_opus":0.10624877749788385,"score_gpt":0.4617547003924922,"score_spread":0.35550592289460836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089191608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52160007,0.0012068773,0.00040598493,0.46912348,0.0015480949,0.0013496089,0.000062145155,0.000017770468,0.0046859845],"genre_scores_gemma":[0.99287206,0.0018591157,0.0000955905,0.0046642306,0.00029765867,0.000017113849,0.0000064877563,0.000012969914,0.00017476923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688584,0.00076374586,0.001220677,0.000121869976,0.0006725449,0.00033534286],"domain_scores_gemma":[0.9968314,0.0007550362,0.0018188532,0.00015996043,0.00028300777,0.00015174165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018780085,0.00012923389,0.00034942804,0.00023358555,0.00044181588,0.000013557486,0.0006100361,0.00003149547,0.000116766074],"category_scores_gemma":[0.00013008396,0.00007372442,0.00016159992,0.0003320267,0.00009644106,0.00009681165,0.00014864154,0.000531824,0.000005857525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012937497,0.0003475085,0.6408984,0.00016342575,0.0010781871,0.000017896074,0.018442316,0.0025644558,0.000004628955,0.07796389,0.2499743,0.007251224],"study_design_scores_gemma":[0.0039195083,0.0035638798,0.8725828,0.0032501018,0.000037936734,0.0000024562526,0.062117454,0.00045771775,0.0000067351384,0.0030978261,0.050749548,0.0002140481],"about_ca_topic_score_codex":0.0004281065,"about_ca_topic_score_gemma":0.0003069442,"teacher_disagreement_score":0.47127202,"about_ca_system_score_codex":0.00078623265,"about_ca_system_score_gemma":0.0003141949,"threshold_uncertainty_score":0.3398135},"labels":[],"label_agreement":null},{"id":"W3089756187","doi":"10.24095/hpcdp.30.3.03f","title":"Étude descriptive de la prévalence de la détresse psychologique et des troubles mentaux au sein de la population canadienne : comparaison entre la population à faible revenu et la population à revenu plus élevé","year":2010,"lang":"fr","type":"article","venue":"Maladies chroniques et blessures au Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Population; Psychology; Philosophy; Sociology","score_opus":0.03213142523096228,"score_gpt":0.3813478009422085,"score_spread":0.3492163757112462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089756187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97528815,0.0019994653,0.00057604734,0.007838186,0.0010001243,0.0011776857,0.0006489003,0.0002040793,0.011267376],"genre_scores_gemma":[0.98441064,0.003497747,0.004853232,0.0010085665,0.0004396945,0.00032341474,0.00059305347,0.00014376001,0.0047298856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98346376,0.012511402,0.0010074972,0.00082099665,0.00049147196,0.0017048536],"domain_scores_gemma":[0.994108,0.0037936412,0.00078630465,0.00054005784,0.000232697,0.0005392562],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0067876135,0.00078887754,0.0009258766,0.00027273534,0.0015513779,0.00019997473,0.00045676786,0.0011753313,0.0002794659],"category_scores_gemma":[0.0010188594,0.00084530486,0.00017400061,0.00035560026,0.0007023687,0.000681844,0.00024952993,0.0023164204,0.000002552608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000240692,0.00018418136,0.8603332,0.0015003358,0.0002440682,0.00016142127,0.02568608,0.003243264,0.00038827088,0.08886071,0.016877301,0.0022804742],"study_design_scores_gemma":[0.001297933,0.00013917573,0.9244267,0.0028320185,0.0002844607,0.00009218655,0.00400084,0.00058707024,0.00015245476,0.010844998,0.05459824,0.0007439622],"about_ca_topic_score_codex":0.9861166,"about_ca_topic_score_gemma":0.9985936,"teacher_disagreement_score":0.078015715,"about_ca_system_score_codex":0.006972577,"about_ca_system_score_gemma":0.0039039054,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W3090923800","doi":"","title":"A Snapshot of Precarious Academic Work in Canada","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Corporatization; Snapshot (computer storage); Work (physics); Phenomenon; Neoliberalism (international relations); Government (linguistics); Political science; Public administration; Sociology; Public relations; Labour economics; Business; Economics; Social science; Engineering; Law; Computer science","score_opus":0.4460104359105598,"score_gpt":0.6181336517761356,"score_spread":0.17212321586557577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090923800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96203864,0.022999613,0.000010133899,0.0044909744,0.0007895513,0.0009886931,0.00006140735,0.000018960538,0.008602039],"genre_scores_gemma":[0.9885948,0.008467482,0.000029577557,0.0022617371,0.00023369734,0.000091323076,0.000012990944,0.00004123555,0.00026717025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961173,0.00060173625,0.0015880442,0.0003744339,0.00070857606,0.0006099305],"domain_scores_gemma":[0.99711925,0.00085068325,0.0011584066,0.00028952718,0.0002534948,0.00032862386],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094891386,0.00028683277,0.0010874604,0.00030664928,0.000322644,0.000040240084,0.0020686202,0.0001643227,0.011536618],"category_scores_gemma":[0.00068303477,0.00025249974,0.00010810768,0.0014330779,0.00008007594,0.0006843785,0.0014227784,0.0014538707,0.000010717847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002847062,0.000028523462,0.7834157,0.00020557035,0.00010157248,0.00001929015,0.0024484482,0.00004809522,0.0016246126,0.000030572657,0.20979616,0.0019967947],"study_design_scores_gemma":[0.0007443708,0.00000886602,0.9677459,0.0011382523,0.000047720856,3.9444444e-7,0.0009962373,0.000010743828,0.00078647875,0.00075139257,0.027501965,0.00026766007],"about_ca_topic_score_codex":0.6338769,"about_ca_topic_score_gemma":0.40405336,"teacher_disagreement_score":0.22982356,"about_ca_system_score_codex":0.00043806905,"about_ca_system_score_gemma":0.0018727805,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W3091139264","doi":"10.1016/j.jogc.2020.06.010","title":"Women's Issues in Pandemic Times: How COVID-19 Has Exacerbated Gender Inequities for Women in Canada and around the World","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Kingston General Hospital; University of Ottawa; Queen's University; Ottawa Hospital","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Development economics; Demographic economics; Economic growth; Psychology; Medicine; Economics; Virology","score_opus":0.09217449143774979,"score_gpt":0.3340519434112925,"score_spread":0.2418774519735427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091139264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473383,0.0059507424,0.0000026705075,0.04400775,0.0019954788,0.0003763666,0.000039726037,0.0000036788888,0.00028532368],"genre_scores_gemma":[0.98725015,0.00056158303,0.000010544433,0.010360508,0.000064986525,0.00006509365,0.0000020221735,0.000011037196,0.0016740568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817866,0.00024849057,0.0005602208,0.00015429374,0.00021938382,0.0006389695],"domain_scores_gemma":[0.9920376,0.0070282207,0.0003716085,0.000069185146,0.00012701185,0.0003663888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007619948,0.00015389337,0.0005421025,0.00018516133,0.0004040331,0.000021118669,0.00015582838,0.00007645816,0.0001910973],"category_scores_gemma":[0.0049052876,0.00010814862,0.000016841144,0.00045386047,0.00008037209,0.00008241683,0.00010299835,0.0005637171,8.577889e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000024625138,0.000008017659,0.94311905,0.00020387299,0.00007974855,0.00020929787,0.010241434,0.000047566013,0.0000012026997,0.00010218097,0.04492911,0.0010339257],"study_design_scores_gemma":[0.0032315194,0.00016744425,0.49337658,0.000009947068,0.000016456572,0.000002727961,0.09772786,0.00008656615,5.3616117e-7,0.0010064658,0.4042117,0.00016217904],"about_ca_topic_score_codex":0.84423935,"about_ca_topic_score_gemma":0.9978079,"teacher_disagreement_score":0.44974244,"about_ca_system_score_codex":0.006926478,"about_ca_system_score_gemma":0.010430392,"threshold_uncertainty_score":0.9968858},"labels":[],"label_agreement":null},{"id":"W3091723717","doi":"","title":"Automation and reallocation: The lasting legacy of COVID-19 in Canada","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Incentive; Hospitality; Distribution (mathematics); Coronavirus disease 2019 (COVID-19); Business; Index (typography); Labour economics; Automation; Construct (python library); Economics; Demographic economics; Geography; Engineering; Tourism; Market economy; Computer science; Medicine; Macroeconomics","score_opus":0.11259271947192878,"score_gpt":0.4285024342589809,"score_spread":0.3159097147870521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091723717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88793963,0.00029904683,0.0000050317703,0.052560333,0.00045300482,0.0019092705,0.00005714867,0.000031067495,0.056745492],"genre_scores_gemma":[0.99410385,0.004277952,0.000056029396,0.0005707371,0.00014506232,0.0003447121,0.00003818486,0.000020482728,0.00044298504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997472,0.00077532534,0.0007479592,0.00039350797,0.00020014857,0.00041104984],"domain_scores_gemma":[0.9966279,0.0025001066,0.00028865633,0.00036222255,0.000094252835,0.00012683742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020297323,0.00014166255,0.00037045972,0.00015380573,0.00039454136,0.000016695909,0.00030123212,0.0001530271,0.00004698004],"category_scores_gemma":[0.0022802968,0.000121664576,0.000027998729,0.00013368162,0.00013603922,0.00005961667,0.001084253,0.0015056335,0.0000013384408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010757245,0.000027184251,0.9273311,0.0025995993,0.00008379855,0.000016788434,0.014443426,0.0045371973,0.000018476689,0.003072366,0.0023205304,0.045441967],"study_design_scores_gemma":[0.001469211,0.00006303949,0.8416218,0.0011437455,0.00001478193,0.0000013726266,0.05949709,0.018945448,0.000008906496,0.0059263925,0.07088683,0.00042138022],"about_ca_topic_score_codex":0.7121834,"about_ca_topic_score_gemma":0.95535594,"teacher_disagreement_score":0.24317257,"about_ca_system_score_codex":0.002901413,"about_ca_system_score_gemma":0.008900039,"threshold_uncertainty_score":0.9967186},"labels":[],"label_agreement":null},{"id":"W3092767138","doi":"10.1177/1049732320964262","title":"Exploring the Link Between the Hazards and Value of Work, and Overcoming Risk for Community-Based Health Interventions for Immigrant Latinx Low-Wage Workers","year":2020,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Centers for Disease Control and Prevention; National Center for Chronic Disease Prevention and Health Promotion; York University; New York University","keywords":"Operationalization; Cognitive reframing; Psychological intervention; Agency (philosophy); Health promotion; Work (physics); Focus group; Value (mathematics); Pride; Immigration; Psychology; Gerontology; Sociology; Public relations; Social psychology; Medicine; Public health; Nursing; Political science; Social science","score_opus":0.7512168800004851,"score_gpt":0.6246850699231647,"score_spread":0.1265318100773204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092767138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54572207,0.0022970368,0.010210867,0.43531036,0.00009456489,0.005593061,0.0007045182,0.00003560698,0.000031916963],"genre_scores_gemma":[0.9915553,0.0009477755,0.002008138,0.002357352,0.00036545948,0.0025392384,0.00008272965,0.00004589704,0.00009815137],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97777784,0.019555388,0.0010694166,0.00027651328,0.00043353706,0.0008873215],"domain_scores_gemma":[0.94604754,0.052409705,0.0005005075,0.00031087306,0.00046811858,0.00026328012],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.037234616,0.00017671364,0.0006392169,0.00013667773,0.007954719,0.00002578427,0.0002919511,0.0000615947,0.0000037459251],"category_scores_gemma":[0.003942243,0.000109781504,0.00016017992,0.00055826886,0.0006192621,0.000106363856,0.00033279558,0.0019634354,0.0000017520343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082457386,0.000051326766,0.07766803,0.01648194,0.00023802732,1.0085291e-7,0.8135765,0.000010982048,0.0000021047076,0.009272539,0.0078547625,0.074019074],"study_design_scores_gemma":[0.0037825643,0.0035606069,0.24288033,0.006894545,0.000049095554,3.785284e-8,0.70929325,0.00035479074,0.00001212865,0.007140857,0.025803972,0.00022782192],"about_ca_topic_score_codex":0.007819032,"about_ca_topic_score_gemma":0.0013950084,"teacher_disagreement_score":0.4458332,"about_ca_system_score_codex":0.00015953692,"about_ca_system_score_gemma":0.00062287773,"threshold_uncertainty_score":0.998788},"labels":[],"label_agreement":null},{"id":"W3092858590","doi":"10.1002/pad.1891","title":"The COVID‐19 pandemic: Time for a universal basic income?","year":2020,"lang":"en","type":"article","venue":"Public Administration and Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Basic income; Virology; Political science; Medicine; Outbreak; Law; Infectious disease (medical specialty); Internal medicine","score_opus":0.1533431701364111,"score_gpt":0.40033731892707086,"score_spread":0.24699414879065976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092858590","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16711965,0.0003826309,0.015519549,0.7959601,0.0004748755,0.002870485,0.0000552452,0.0005489533,0.017068466],"genre_scores_gemma":[0.9777288,0.00010528966,0.000865355,0.0116356155,0.00019870017,0.0003420736,0.00011883424,0.000014566988,0.008990794],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990353,0.000093360795,0.00029709403,0.00018035276,0.00013298215,0.00026090635],"domain_scores_gemma":[0.99893093,0.00050148886,0.00010827362,0.00006562195,0.00009728533,0.00029641978],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00050080975,0.000100093086,0.000117491836,0.00002297679,0.0020207337,0.000037188434,0.000092480695,0.00006182195,0.00017753919],"category_scores_gemma":[0.00046097982,0.00006907816,0.000018570261,0.00008709,0.00005860531,0.00008893161,0.00008911444,0.000113774404,0.000077099045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055963005,0.000065875625,0.6396635,0.00034079878,0.00022171732,0.000004462972,0.024909286,2.793429e-7,0.000038520862,0.093784854,0.20825215,0.03215893],"study_design_scores_gemma":[0.00074498507,0.000074105825,0.011556512,0.0000046075725,0.000005465735,0.0000010136139,0.0025090978,0.00003784699,0.0000032373582,0.00024567152,0.9847212,0.000096301],"about_ca_topic_score_codex":0.000002456114,"about_ca_topic_score_gemma":0.00012883844,"teacher_disagreement_score":0.8106091,"about_ca_system_score_codex":0.00009777838,"about_ca_system_score_gemma":0.0013428194,"threshold_uncertainty_score":0.9992785},"labels":[],"label_agreement":null},{"id":"W3093178083","doi":"10.1111/imig.12769","title":"The Construction of Gratitude in the workplace: Temporary foreign workers employed in health care","year":2020,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Saint Mary's University","funders":"","keywords":"Gratitude; Feeling; Politics; Sociology; Work (physics); Health care; Political science; Political economy; Public relations; Social psychology; Psychology; Law","score_opus":0.04421760487697495,"score_gpt":0.3860260250056259,"score_spread":0.3418084201286509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093178083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8330391,0.00081463926,0.00027769536,0.15864079,0.00054241705,0.0010338717,0.000021769221,0.000029880292,0.005599824],"genre_scores_gemma":[0.99749655,0.00023960871,0.00013966272,0.0016061257,0.00018517558,0.000147853,0.000073893825,0.000007029977,0.00010411451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984462,0.0003960815,0.0005832685,0.00013598012,0.00028525066,0.00015320185],"domain_scores_gemma":[0.99907833,0.0004204112,0.00027077438,0.00009340724,0.000114703085,0.00002238701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047218803,0.00008537698,0.00012568296,0.000068096495,0.00027832127,0.000012532597,0.000208756,0.000052483898,0.00002132403],"category_scores_gemma":[0.00019152391,0.000052838262,0.000038604478,0.00026426377,0.00006275839,0.00012235068,0.000041074945,0.00028030027,0.000008180061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012696917,0.000013551709,0.9557333,0.000036977828,0.000015410933,8.6969106e-7,0.01995549,0.000058848607,0.000009890956,0.011670117,0.011087589,0.0012910044],"study_design_scores_gemma":[0.0012408337,0.00014890141,0.7142384,0.0003983763,0.0000054973866,7.4569203e-7,0.24390298,0.00035837528,0.000022620772,0.0028057524,0.036755305,0.00012219629],"about_ca_topic_score_codex":0.0026383211,"about_ca_topic_score_gemma":0.023904983,"teacher_disagreement_score":0.24149486,"about_ca_system_score_codex":0.0001339108,"about_ca_system_score_gemma":0.00014697644,"threshold_uncertainty_score":0.9939062},"labels":[],"label_agreement":null},{"id":"W3093648628","doi":"10.1080/02255189.2020.1824894","title":"COVID-19 and the gendered markets of people and products: explaining inequalities in infections and deaths","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Wellcome Trust; Wellcome; Bill and Melinda Gates Foundation","keywords":"Inequality; Coronavirus disease 2019 (COVID-19); Ethnic group; Blindness; Environmental health; Demographic economics; Disease; Development economics; Sociology; Medicine; Economics; Infectious disease (medical specialty); Optometry; Pathology","score_opus":0.14300838694224316,"score_gpt":0.33454435180558767,"score_spread":0.1915359648633445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093648628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88287556,0.0056305816,0.00002785887,0.110244796,0.0003065872,0.0006842193,0.000017886263,0.000006721299,0.00020576603],"genre_scores_gemma":[0.9922786,0.004079748,0.00048253502,0.0028444307,0.00012150436,0.00010741916,0.0000042909237,0.000019494975,0.000061999155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974809,0.0003578052,0.0011429221,0.00028488922,0.000109978995,0.00062346243],"domain_scores_gemma":[0.99709785,0.00079950114,0.00051154895,0.00010858753,0.00043835767,0.0010441478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022647092,0.00026386188,0.00075970165,0.000354555,0.0012819521,0.00001816685,0.00015185286,0.000066029024,0.00004126855],"category_scores_gemma":[0.0041065468,0.00020462942,0.000031834938,0.00039859378,0.00033702762,0.00012653338,0.00019455524,0.00035061873,5.3797396e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087375614,0.000009560181,0.58300066,0.0010688434,0.00043173318,0.000047736827,0.40585455,0.0000053580065,0.0000038262783,0.006231041,0.002493697,0.0007655871],"study_design_scores_gemma":[0.0053162607,0.00021916794,0.60950613,0.00070758385,0.00013201062,0.000061859464,0.32450157,0.00001364128,0.000008416963,0.00083751656,0.058299404,0.00039645276],"about_ca_topic_score_codex":0.011169158,"about_ca_topic_score_gemma":0.66608375,"teacher_disagreement_score":0.65491456,"about_ca_system_score_codex":0.0010208364,"about_ca_system_score_gemma":0.0034756036,"threshold_uncertainty_score":0.99541557},"labels":[],"label_agreement":null},{"id":"W3094797242","doi":"10.1016/j.ypmed.2020.106318","title":"Unemployment insurance program accessibility and suicide rates in the United States","year":2020,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Institutes of Health","keywords":"Unemployment; Behavioral Risk Factor Surveillance System; Medicine; Demography; Quarter (Canadian coin); Confounding; Population; Suicide prevention; Demographic economics; Poison control; Gerontology; Economics; Environmental health; Economic growth; Geography","score_opus":0.12096475936099532,"score_gpt":0.47112100547924557,"score_spread":0.35015624611825025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094797242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9114749,0.0014798351,0.000040803163,0.083997376,0.00009885697,0.0019232511,0.000011519681,0.000078718396,0.0008947843],"genre_scores_gemma":[0.99156857,0.0008097391,0.000029628129,0.0066058487,0.00017702514,0.00050682266,0.000078266356,0.000011370945,0.00021272583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977715,0.0009037967,0.00046737812,0.00028647544,0.00023970444,0.0003311696],"domain_scores_gemma":[0.9986648,0.00083446316,0.00015070835,0.00015401187,0.00011282867,0.00008320573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010741635,0.0001635331,0.00031768985,0.000060099857,0.00031557394,0.0000058508144,0.00018962969,0.00004457892,0.00013768575],"category_scores_gemma":[0.00057176955,0.00008791048,0.000022786946,0.00058070704,0.00025966536,0.00007719258,0.00015686135,0.00041144906,0.000010821949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008686544,0.00008115533,0.9577203,0.00022357439,0.00003085477,0.0000062057934,0.03263734,0.0000010883341,0.0000239818,0.00026793938,0.004564943,0.0043557584],"study_design_scores_gemma":[0.0015478063,0.0004169213,0.962413,0.0004008237,0.000027714043,1.8926185e-7,0.01342134,0.00011767217,0.000018872062,0.002418759,0.019121353,0.00009553699],"about_ca_topic_score_codex":0.0011257157,"about_ca_topic_score_gemma":0.00044285468,"teacher_disagreement_score":0.08009372,"about_ca_system_score_codex":0.000031815784,"about_ca_system_score_gemma":0.000026757209,"threshold_uncertainty_score":0.35848853},"labels":[],"label_agreement":null},{"id":"W3094946421","doi":"10.1002/cl2.1126","title":"PROTOCOL: Adult skills development and training in high‐income countries: A Campbell evidence and gap map","year":2020,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère","funders":"","keywords":"Underemployment; Productivity; Earnings; Recession; Unemployment; Poverty; Human capital; Labour economics; Economic inequality; Economics; Business; Economic growth; Inequality; Finance","score_opus":0.1744350499768043,"score_gpt":0.4280988354300392,"score_spread":0.25366378545323487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094946421","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08592774,0.041060917,0.0005948531,0.011566706,0.0006527811,0.8578411,0.000014813533,0.0002734203,0.0020677175],"genre_scores_gemma":[0.13153826,0.007271672,0.0036189049,0.0077947024,0.00051917514,0.84600705,0.0000085864285,0.00012648653,0.0031151457],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99398994,0.0018552627,0.0026481552,0.0005620062,0.00036606131,0.00057855214],"domain_scores_gemma":[0.9965256,0.0016096706,0.0010905962,0.00033736654,0.00016937336,0.00026743422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037184604,0.0004207752,0.00201947,0.00009715168,0.0005232181,0.0000386323,0.0002224507,0.0001509798,0.00008966104],"category_scores_gemma":[0.0031189036,0.00027690097,0.000064830616,0.00030152348,0.00008624566,0.00022424318,0.00025140264,0.0003758057,0.00043365278],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031292308,0.000022621938,0.08984858,0.78292054,0.00006060528,0.000019921594,0.12176254,2.7685917e-7,0.0000096185395,0.0018817498,0.002714495,0.00072776433],"study_design_scores_gemma":[0.0035482398,0.00031571495,0.012413313,0.62928295,0.00020742339,0.000013411039,0.017994855,0.00007930205,0.000019359519,0.00047644053,0.33441025,0.0012387275],"about_ca_topic_score_codex":0.0000633876,"about_ca_topic_score_gemma":0.0002559076,"teacher_disagreement_score":0.33169577,"about_ca_system_score_codex":0.00015805542,"about_ca_system_score_gemma":0.00023091956,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W3094979766","doi":"10.33137/caribbeanquilt.v5i0.34373","title":"Racialized Emotional Labour: The Weight of Blackness in White Spaces","year":2020,"lang":"en","type":"article","venue":"Caribbean Quilt","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emotional labor; Club; White (mutation); Position (finance); Black women; Psychology; Social psychology; Sociology; Gender studies; Business; Medicine","score_opus":0.05247619326291147,"score_gpt":0.3619953336734154,"score_spread":0.30951914041050393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094979766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700092,0.0004964568,0.000059610327,0.111482695,0.00066994235,0.00057294103,0.00008721495,0.000060035316,0.016561918],"genre_scores_gemma":[0.9944389,0.00008320934,0.000040452145,0.0027826552,0.0005983622,0.000042994376,0.000018372211,0.000017157161,0.0019778924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998533,0.00036076564,0.0003963888,0.0001855528,0.0002296533,0.00029463906],"domain_scores_gemma":[0.9991751,0.00025760682,0.00016526936,0.00018688086,0.00014972655,0.000065467284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035918548,0.00012486242,0.000296833,0.0000432068,0.00029906325,0.0000056025274,0.00023121703,0.00009071221,0.000885455],"category_scores_gemma":[0.00026917117,0.00008302852,0.000070990034,0.00033363045,0.00013215667,0.00006610608,0.00020384075,0.00033981173,0.00010967997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103644335,0.000029725883,0.8750404,0.0002012107,0.000047624937,0.000004632182,0.028820226,0.000009275615,0.00021977058,0.0315072,0.06377174,0.0002445521],"study_design_scores_gemma":[0.0022441978,0.0000833184,0.7324036,0.0002215137,0.000040660634,3.0119588e-7,0.014182127,0.000069811365,0.00013104288,0.0029260272,0.24746522,0.00023217905],"about_ca_topic_score_codex":0.00016906828,"about_ca_topic_score_gemma":0.00042154518,"teacher_disagreement_score":0.18369348,"about_ca_system_score_codex":0.00003586112,"about_ca_system_score_gemma":0.00011001328,"threshold_uncertainty_score":0.96951115},"labels":[],"label_agreement":null},{"id":"W3095607440","doi":"10.1080/02255189.2020.1834362","title":"Essential for what? A global social reproduction view on the re-organisation of work during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproduction; Transformative learning; Work (physics); Sociology; Meaning (existential); Pandemic; Capitalism; Coronavirus disease 2019 (COVID-19); Perspective (graphical); Environmental ethics; Value (mathematics); Dimension (graph theory); Epistemology; Political science; Biology; Ecology; Law; Engineering","score_opus":0.20815674107766688,"score_gpt":0.3700840515312299,"score_spread":0.16192731045356304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095607440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6814543,0.0013374942,0.00010576484,0.31420994,0.0016056359,0.0011869398,0.000025204889,0.000014863942,0.000059878046],"genre_scores_gemma":[0.98938787,0.0011402995,0.0001741679,0.007653522,0.0012834205,0.00021629526,0.000011721856,0.000029925472,0.00010278539],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968721,0.00034580144,0.0013639767,0.0003777387,0.00023230769,0.0008080576],"domain_scores_gemma":[0.9968756,0.00038843552,0.0010930032,0.0002163059,0.0008074513,0.00061922194],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002439425,0.00031523124,0.0006104157,0.000119941134,0.0038136076,0.00003663269,0.00049672567,0.00010047121,0.0001721398],"category_scores_gemma":[0.002032094,0.00021389157,0.00015922834,0.0005776814,0.00021926987,0.00015225884,0.000117234486,0.00039942996,0.000008433395],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006772501,0.00005796034,0.38302723,0.001806544,0.0032380659,0.000068107576,0.47766605,0.00014569025,0.000069027315,0.010555062,0.11461732,0.00807168],"study_design_scores_gemma":[0.0029214767,0.00037931884,0.2385973,0.0011348923,0.00038555238,0.000029094826,0.24657387,0.0000022944353,0.00008565177,0.0012772025,0.5079788,0.00063457096],"about_ca_topic_score_codex":0.00153916,"about_ca_topic_score_gemma":0.25294784,"teacher_disagreement_score":0.39336145,"about_ca_system_score_codex":0.0053822175,"about_ca_system_score_gemma":0.0039923205,"threshold_uncertainty_score":0.9984359},"labels":[],"label_agreement":null},{"id":"W3096488139","doi":"10.2139/ssrn.3723890","title":"What We Owe Workers as a Matter of Common Humanity: Sickness and Caregiving Leaves and Pay in the Age of Pandemics","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; York University","funders":"","keywords":"Pandemic; Humanity; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Virology; Criminology; Psychology; Political science; Law; Internal medicine; Outbreak","score_opus":0.038795692525223406,"score_gpt":0.35174541428873485,"score_spread":0.31294972176351143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096488139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96438617,0.0092853075,0.000034475554,0.025481531,0.00008356847,0.00021255975,9.463329e-7,0.0000057172133,0.0005097128],"genre_scores_gemma":[0.9767332,0.021844598,0.0000030895085,0.0009691583,0.0001010874,0.0000063772263,0.0000010508188,0.000012102677,0.0003293188],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99827313,0.0003765002,0.00035845177,0.00010902507,0.00015971357,0.00072316756],"domain_scores_gemma":[0.9993069,0.00031888683,0.00022041351,0.00008171883,0.00003949509,0.000032580323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011236814,0.00010935523,0.00028995375,0.000051463212,0.00031379273,0.000017176211,0.00013770009,0.00006519544,0.000012002616],"category_scores_gemma":[0.000039685394,0.00006436343,0.00003727499,0.00010993082,0.000113108435,0.00016985522,0.0001006363,0.0016328912,0.0000018804727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007528158,0.000020898888,0.9354331,0.00016181379,0.00008512774,0.000004136286,0.05598091,7.891301e-7,0.00015622455,0.004195338,0.00036334057,0.0035230792],"study_design_scores_gemma":[0.0019266813,0.0006128306,0.30863044,0.0013484174,0.00012429792,0.000043306223,0.6009365,0.0000068739414,0.00003057967,0.08176766,0.004341664,0.00023080168],"about_ca_topic_score_codex":0.00028177313,"about_ca_topic_score_gemma":0.006222419,"teacher_disagreement_score":0.6268026,"about_ca_system_score_codex":0.00007653398,"about_ca_system_score_gemma":0.00024795247,"threshold_uncertainty_score":0.7094191},"labels":[],"label_agreement":null},{"id":"W3096797935","doi":"10.1111/cars.12315","title":"The Division of Domestic Labor before and during the COVID‐19 Pandemic in Canada: Stagnation versus Shifts in Fathers’ Contributions","year":2020,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Division of labour; Division (mathematics); Economics; Virology; Biology; Medicine; Market economy; Mathematics","score_opus":0.08125034976911893,"score_gpt":0.3714526695692338,"score_spread":0.29020231980011485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096797935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8832518,0.033060126,0.0000015054943,0.081904605,0.00021856527,0.0009405149,0.0005499641,0.000009450371,0.00006347712],"genre_scores_gemma":[0.97181684,0.022678766,0.000003872614,0.00517952,0.000055521617,0.0001898009,0.000045956916,0.000011715862,0.000017998354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970028,0.0010536258,0.00071780034,0.0002546106,0.00005753013,0.0009136665],"domain_scores_gemma":[0.995862,0.0029358799,0.00035191918,0.00021409834,0.00017091834,0.0004651589],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019436977,0.00017257177,0.00058236945,0.000063496635,0.0007229377,0.00000171403,0.00034654274,0.00020894801,0.000035170782],"category_scores_gemma":[0.009733175,0.000118824355,0.000063248066,0.00027969287,0.00064689945,0.000034641023,0.00008699899,0.00074758416,0.0000013909511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000020019283,0.0000022159816,0.97598916,0.0015366046,0.00004277713,0.000019551195,0.015149716,0.0000115155935,0.00001102969,0.0057723424,0.00091237226,0.00053267134],"study_design_scores_gemma":[0.000880221,0.00007313701,0.96203053,0.00077394105,0.00003442789,8.967035e-7,0.029324563,0.000016002758,1.4255922e-7,0.001813465,0.0049409154,0.00011177241],"about_ca_topic_score_codex":0.8871239,"about_ca_topic_score_gemma":0.99942917,"teacher_disagreement_score":0.112305306,"about_ca_system_score_codex":0.005862205,"about_ca_system_score_gemma":0.0070500895,"threshold_uncertainty_score":0.9986083},"labels":[],"label_agreement":null},{"id":"W3096829487","doi":"10.1002/9781405165518.wbeos1576","title":"Global Care Chains","year":2020,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mainstream; Capital (architecture); Ethnic group; Sociology; Value (mathematics); Race (biology); Intersectionality; Care work; Service (business); Gender studies; Political science; Business; Economics; Economy; Geography; Law","score_opus":0.02829113019722011,"score_gpt":0.36914585944303663,"score_spread":0.3408547292458165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096829487","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034990342,0.0121674165,0.000025980615,0.0052856198,0.002008605,0.0010216723,0.00042653206,0.00025469682,0.9784596],"genre_scores_gemma":[0.0076424526,0.024428153,0.00007573558,0.0034718236,0.003233578,0.00020277419,0.0002216499,0.00038305554,0.9603408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977868,0.00065097865,0.0004786587,0.00035982617,0.00018080046,0.00054294086],"domain_scores_gemma":[0.99851155,0.00034603354,0.00056948635,0.0004419492,0.000066412875,0.0000645663],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016587142,0.00035015086,0.0007957814,0.00004507315,0.0003134775,8.947864e-7,0.0005613468,0.00080207223,0.0040840097],"category_scores_gemma":[0.00012255757,0.00023051017,0.00018641466,0.00011954806,0.00087749475,0.0000100510615,0.00045572268,0.0006500093,0.001216395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021696716,0.000012603029,0.021890914,0.0004789131,0.00020022878,0.00000396066,0.019535182,2.7895317e-7,3.5480915e-7,0.0176133,0.9395332,0.00070939737],"study_design_scores_gemma":[0.0004318108,0.00009218654,0.00415219,0.00013858308,0.00013653003,2.2586156e-7,0.011238131,4.129316e-7,1.04798005e-7,0.002340659,0.981261,0.00020815038],"about_ca_topic_score_codex":0.0013656599,"about_ca_topic_score_gemma":0.0010737989,"teacher_disagreement_score":0.041727845,"about_ca_system_score_codex":0.00010112812,"about_ca_system_score_gemma":0.00026151512,"threshold_uncertainty_score":0.99956125},"labels":[],"label_agreement":null},{"id":"W3097069630","doi":"10.1002/cjas.1594","title":"Contrasting voluntary versus involuntary layoffs: Antecedents and outcomes","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Layoff; Turnover; Job satisfaction; Severance; Business; Work (physics); Empirical research; Demographic economics; Labour economics; Psychology; Marketing; Unemployment; Economics; Social psychology; Management; Engineering","score_opus":0.23370453349768472,"score_gpt":0.4205730933249673,"score_spread":0.18686855982728257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097069630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97796434,0.00048975466,0.00016036202,0.013297704,0.0009743349,0.00030600314,0.00008501946,0.000016227557,0.006706242],"genre_scores_gemma":[0.9960178,0.000043878757,0.0017802328,0.0016169861,0.00037783067,0.00000970168,0.0000049057335,0.000011358674,0.00013728287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969971,0.00034958989,0.00086797134,0.0004396909,0.00025664028,0.0010889942],"domain_scores_gemma":[0.99618995,0.0007879089,0.0006764935,0.00009763421,0.000403944,0.0018440738],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0020184,0.00027080174,0.00046255797,0.00030144004,0.0041567273,0.0001663072,0.00062770455,0.0001202479,0.00017515598],"category_scores_gemma":[0.0025051509,0.00023377976,0.000095763215,0.0008727866,0.0038665493,0.0009641839,0.00004260171,0.00049115333,0.0000072303674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001109012,0.000013482126,0.95391387,0.00010539797,0.000064425694,0.00029366923,0.036776204,0.00002344131,0.00020413284,0.0066285385,0.0009548029,0.0009111304],"study_design_scores_gemma":[0.0024655357,0.014195065,0.77579576,0.0008405954,0.00018986335,0.00032213016,0.19136903,0.0014386687,0.00020318947,0.0062691625,0.006031793,0.0008791822],"about_ca_topic_score_codex":0.013048909,"about_ca_topic_score_gemma":0.56463194,"teacher_disagreement_score":0.551583,"about_ca_system_score_codex":0.0005571936,"about_ca_system_score_gemma":0.0071359235,"threshold_uncertainty_score":0.9988444},"labels":[],"label_agreement":null},{"id":"W3097252793","doi":"10.1080/25741292.2020.1841397","title":"Punctuating the equilibrium: an application of policy theory to COVID-19","year":2020,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Public Health Ontario; University of Toronto","funders":"","keywords":"Punctuated equilibrium; Excuse; Status quo; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Political science; Law and economics; Law; Virology; Medicine","score_opus":0.22148155531245853,"score_gpt":0.5197051569985783,"score_spread":0.29822360168611983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097252793","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040968945,0.00021213783,0.2524182,0.71828836,0.000039154154,0.0017035791,0.000015512866,0.000118351825,0.023107793],"genre_scores_gemma":[0.7990497,0.000117199954,0.0037369723,0.1949653,0.0013763256,0.0002608952,0.000005711572,0.000027479835,0.0004604197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647725,0.0025380275,0.00031155412,0.00021778344,0.00016971669,0.000285692],"domain_scores_gemma":[0.98802966,0.011012043,0.000271955,0.00024202991,0.00011734197,0.0003269867],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0026103086,0.00012293128,0.00017702633,0.00007438105,0.0006344353,0.00001507853,0.00018544788,0.00006584981,0.000032479893],"category_scores_gemma":[0.026390012,0.000082454884,0.000024017303,0.00048796588,0.00007888852,0.0002557135,0.00017828017,0.00023480032,0.000065697706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020656122,0.00008258268,0.0021815451,0.0003849238,0.0001229526,0.0000018833723,0.2546208,0.00020187015,0.012086084,0.65808266,0.02636149,0.043807615],"study_design_scores_gemma":[0.001403366,0.0009252596,0.003649334,0.000043343494,0.0002116787,0.0000106014695,0.052261617,0.0015961508,0.00026879142,0.06411775,0.87508094,0.00043117345],"about_ca_topic_score_codex":0.0035675347,"about_ca_topic_score_gemma":0.000028942935,"teacher_disagreement_score":0.8487194,"about_ca_system_score_codex":0.00006324095,"about_ca_system_score_gemma":0.00060612254,"threshold_uncertainty_score":0.9818111},"labels":[],"label_agreement":null},{"id":"W3097457393","doi":"10.1016/s2214-109x(20)30466-6","title":"Does the COVID-19 pandemic provide an opportunity to eliminate the tobacco industry?","year":2020,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; St. Michael's Hospital; University of Toronto","funders":"Laura and John Arnold Foundation","keywords":"Chess endgame; Tobacco control; Tobacco industry; Scopus; Public health; Pandemic; Coronavirus disease 2019 (COVID-19); Excise; Business; Smoking cessation; Environmental health; Political science; Medicine; Economics; MEDLINE; Disease; Law","score_opus":0.30718946860165913,"score_gpt":0.5099315308539826,"score_spread":0.20274206225232344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097457393","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21874924,0.00024065633,0.00004625372,0.7746209,0.0005590115,0.001995936,0.00028800618,0.00028129655,0.003218702],"genre_scores_gemma":[0.5081462,0.00040779935,0.00001635424,0.489095,0.0016850705,0.00018832702,0.000014102192,0.000012637791,0.00043448425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954037,0.002267962,0.0005265026,0.0003600196,0.000390757,0.0010510398],"domain_scores_gemma":[0.9970752,0.00063654064,0.00030667844,0.00080646866,0.00009317526,0.0010819521],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031987103,0.00023977707,0.0004587742,0.00001078579,0.0037869373,0.000031963118,0.0011409618,0.00016363995,0.00020962185],"category_scores_gemma":[0.0014754743,0.00008231368,0.000059522004,0.00044916713,0.00018943359,0.00009198167,0.00058689766,0.0014476555,0.00015200263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031310818,0.000027080425,0.47466922,0.0001192667,0.000040989373,0.0000031411187,0.0169513,0.000018700464,0.0000013943342,0.011918294,0.47683826,0.019099236],"study_design_scores_gemma":[0.0006329325,0.00028606688,0.15847626,0.00005514585,0.00002598427,0.000002868615,0.016980562,0.000020634792,4.0360268e-7,0.0045683295,0.8187959,0.00015488216],"about_ca_topic_score_codex":0.0076435152,"about_ca_topic_score_gemma":0.013796459,"teacher_disagreement_score":0.34195766,"about_ca_system_score_codex":0.00054313825,"about_ca_system_score_gemma":0.0019631507,"threshold_uncertainty_score":0.99896467},"labels":[],"label_agreement":null},{"id":"W3097921218","doi":"10.1007/s10654-020-00689-2","title":"COVID-19: US federal accountability for entry, spread, and inequities—lessons for the future","year":2020,"lang":"en","type":"review","venue":"European Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Public health; Pandemic; Government (linguistics); Population; Case fatality rate; Per capita; Environmental health; Ethnic group; Personal protective equipment; Preparedness; Mortality rate; Economic growth; Coronavirus disease 2019 (COVID-19); Disease; Political science; Nursing","score_opus":0.34273681054344274,"score_gpt":0.536246077860135,"score_spread":0.19350926731669227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097921218","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004261035,0.89013195,0.006323398,0.097393215,0.0030217725,0.0021233296,0.00043348488,0.000024410587,0.0005441653],"genre_scores_gemma":[0.00001918803,0.9737092,0.0007065781,0.015007335,0.009793331,0.00014074828,0.000081984515,0.00008381691,0.00045780154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862594,0.009416768,0.0030483473,0.0004299259,0.00010706126,0.00073846703],"domain_scores_gemma":[0.95820045,0.03639328,0.0042921314,0.00033266988,0.00028167918,0.00049975433],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01668649,0.00047849867,0.0034284394,0.00009581128,0.0016180822,0.00001280923,0.00065966684,0.00024547538,0.00012783006],"category_scores_gemma":[0.033495806,0.0002541441,0.0009461734,0.000094528754,0.00029760023,0.00006775791,0.00042531127,0.0015781404,0.000015546315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027974416,0.000026449912,0.0020635475,0.018465046,0.0008854744,0.000020315116,0.0011691636,0.0000014581636,4.599856e-8,0.0066591688,0.4760365,0.4943931],"study_design_scores_gemma":[0.00095721066,0.00047677572,0.00067691697,0.0017621841,0.00090872543,0.000061339044,0.0009164854,0.0000027927297,2.2647515e-9,0.0013256385,0.9927013,0.00021062518],"about_ca_topic_score_codex":0.000024754014,"about_ca_topic_score_gemma":0.0000856037,"teacher_disagreement_score":0.5166648,"about_ca_system_score_codex":0.00026403271,"about_ca_system_score_gemma":0.0011186519,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W3098085027","doi":"","title":"Non-working workers. The unequal impact of Covid-19 on the Spanish labour market","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Unemployment; Quarter (Canadian coin); Working population; Demographic economics; Coronavirus disease 2019 (COVID-19); Economics; Population; Job security; Labour economics; Geography; Demography; Economic growth; Sociology; Medicine; Work (physics)","score_opus":0.14778619322567418,"score_gpt":0.46063365608676293,"score_spread":0.3128474628610888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098085027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7252485,0.00017429082,0.0000027461044,0.05228455,0.00087188394,0.003465791,0.00023392557,0.00006237397,0.21765591],"genre_scores_gemma":[0.98540395,0.0061352695,0.000020703783,0.0015085398,0.0007640778,0.0006695557,0.000031255513,0.00008204285,0.0053846156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99445516,0.002165867,0.0010078651,0.0007759447,0.00044467056,0.0011504815],"domain_scores_gemma":[0.98927915,0.008383386,0.00056573417,0.0013425738,0.00014395674,0.00028518],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068167094,0.00040534983,0.0007768476,0.0002204044,0.0013741079,0.000058794027,0.0014393292,0.0005008288,0.0012080453],"category_scores_gemma":[0.003227639,0.00024424298,0.00040314486,0.00028591795,0.00051857234,0.000035148598,0.0031079934,0.005236897,0.000041273393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015133694,0.00016652544,0.89749277,0.0010196003,0.001053328,0.000039651317,0.017739747,0.004719481,0.000017004268,0.0040548993,0.057126474,0.01505718],"study_design_scores_gemma":[0.0027284464,0.0006925405,0.67118174,0.0028195053,0.0000668863,0.0000014899426,0.05647679,0.003537717,0.000012355167,0.016839882,0.24453759,0.0011050589],"about_ca_topic_score_codex":0.0026249604,"about_ca_topic_score_gemma":0.0018358704,"teacher_disagreement_score":0.2601554,"about_ca_system_score_codex":0.0019273538,"about_ca_system_score_gemma":0.0030491413,"threshold_uncertainty_score":0.999926},"labels":[],"label_agreement":null},{"id":"W3098816369","doi":"10.46692/9781529208689.004","title":"Trends in Collective Bargaining, Wage Stagnation and Income Inequality under Austerity","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Collective bargaining; Inequality; Economics; Economic stagnation; Wage inequality; Labour economics; Economic inequality; Wage; Political science; Mathematics","score_opus":0.10893224322276017,"score_gpt":0.43646460949661503,"score_spread":0.32753236627385485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098816369","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013328446,0.00020682673,0.00008477507,0.0028274213,0.00022879946,0.00049073796,0.00010490731,0.00021353047,0.9945102],"genre_scores_gemma":[0.07492764,0.00014401684,0.000089016474,0.0011687669,0.00023074006,0.000114335446,0.00009508854,0.00013960213,0.9230908],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983812,0.00048097371,0.0003578529,0.00034395585,0.00016306124,0.00027298648],"domain_scores_gemma":[0.9993771,0.0001800108,0.0002032601,0.00014058381,0.000027870281,0.00007119002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030120308,0.00022623979,0.00047308736,0.0003826358,0.00019348165,0.000006508296,0.00007198459,0.00035943673,0.008919341],"category_scores_gemma":[0.000066304514,0.00018766668,0.000032073207,0.00037833687,0.000050763454,0.000037941398,0.00025572814,0.0005106847,0.00004951234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004457691,0.000037980266,0.32761368,0.00020907576,0.00010387763,0.0000047063545,0.0060635684,1.0148468e-7,0.000002331346,0.0078281015,0.65683204,0.0012599361],"study_design_scores_gemma":[0.0019645775,0.000128388,0.693044,0.00044517717,0.0000351122,9.774942e-8,0.003581583,0.000015781956,7.9838446e-7,0.0026392725,0.2977192,0.00042601593],"about_ca_topic_score_codex":0.004448418,"about_ca_topic_score_gemma":0.029282246,"teacher_disagreement_score":0.3654303,"about_ca_system_score_codex":0.00022211806,"about_ca_system_score_gemma":0.000096067604,"threshold_uncertainty_score":0.99198663},"labels":[],"label_agreement":null},{"id":"W3099586651","doi":"10.3917/trav.044.0171","title":"Les nouveaux visages de la précarisation du travail au Québec et au Canada : les risques de penser la raréfaction de la main-d’œuvre sans penser le travail","year":2020,"lang":"fr","type":"article","venue":"Travailler","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028749917625116108,"score_gpt":0.32073592660964345,"score_spread":0.29198600898452737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099586651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8287766,0.0042136633,0.0009829964,0.07348932,0.000559921,0.000836431,0.00019884823,0.00025775246,0.09068447],"genre_scores_gemma":[0.9679692,0.0039011773,0.0004118502,0.0033587655,0.0011712757,0.00016585617,0.0000664564,0.00017546852,0.022779945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9895,0.0069697807,0.0008648359,0.00071939564,0.00051923736,0.0014267659],"domain_scores_gemma":[0.99524224,0.003249918,0.00036308824,0.00035777342,0.0001753191,0.00061166036],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025759742,0.00070827914,0.0007547656,0.00011682124,0.0022164015,0.00010888745,0.0003667131,0.0010366479,0.002051053],"category_scores_gemma":[0.00067547377,0.0007195717,0.00025123367,0.0002745043,0.0008431376,0.00032571534,0.00012846189,0.0016433826,0.00008660426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003263065,0.00036020903,0.4296886,0.00091166364,0.00045159785,0.00014163143,0.22255723,0.00028800924,0.0011036525,0.005534101,0.31544536,0.02319162],"study_design_scores_gemma":[0.0012359556,0.0001184344,0.5622004,0.0002550834,0.0002410768,0.000031874297,0.04031537,0.00022335778,0.00018278466,0.000075341304,0.39463365,0.00048663592],"about_ca_topic_score_codex":0.9913679,"about_ca_topic_score_gemma":0.9926299,"teacher_disagreement_score":0.18224187,"about_ca_system_score_codex":0.004125246,"about_ca_system_score_gemma":0.016808592,"threshold_uncertainty_score":0.99969774},"labels":[],"label_agreement":null},{"id":"W3100219762","doi":"10.46692/9781529208689.002","title":"The Age of Increased Precarious Employment: Origins and Implications","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Precarious work; Labour economics; Political science; Economics; Work (physics); Engineering; Mechanical engineering","score_opus":0.04706311252893405,"score_gpt":0.3853540510100056,"score_spread":0.33829093848107156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100219762","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011785518,0.004199256,0.00004938324,0.00959287,0.0002463731,0.0013106123,0.00017658324,0.00025508815,0.984052],"genre_scores_gemma":[0.003622043,0.0050473628,0.00012996254,0.0010297361,0.0004329699,0.0002334406,0.00010349823,0.00023555318,0.9891654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989427,0.000147304,0.0003208505,0.00021993581,0.00012065509,0.0002485805],"domain_scores_gemma":[0.9989247,0.00039931445,0.00023567361,0.000338291,0.000033198743,0.00006885438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011621062,0.00018073355,0.0003208918,0.000053656273,0.0005316794,0.000006139214,0.00018368673,0.00017699446,0.00090124115],"category_scores_gemma":[0.00006827139,0.00010752828,0.0000676238,0.0001103727,0.00014189896,0.000010823517,0.0002253765,0.0002678479,0.00008417439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007543918,0.000010447013,0.04246968,0.00013149135,0.00021630379,7.0303867e-7,0.00081634556,5.6716867e-9,0.000017277069,0.036509324,0.91863626,0.0011845996],"study_design_scores_gemma":[0.00027528193,0.000032221367,0.020777658,0.00012129201,0.00008286909,1.00013644e-7,0.00019673463,2.8178218e-7,0.0000013675584,0.0005676028,0.9778383,0.000106296495],"about_ca_topic_score_codex":0.008409875,"about_ca_topic_score_gemma":0.011943242,"teacher_disagreement_score":0.05920202,"about_ca_system_score_codex":0.00003671704,"about_ca_system_score_gemma":0.00010103032,"threshold_uncertainty_score":0.9981932},"labels":[],"label_agreement":null},{"id":"W3100338746","doi":"10.1016/j.socscimed.2020.113524","title":"Racism, racialization, and health equity in Canadian residential long term care: A case study in Toronto","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"York University","keywords":"Racialization; Racism; Sociology; Gender studies; Equity (law); Intersectionality; Psychometrics of racism; Immigration; Race (biology); Political science; Law","score_opus":0.1153005417348245,"score_gpt":0.5283262336039152,"score_spread":0.41302569186909066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100338746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561388,0.0009910727,0.000006992442,0.03656029,0.00043785226,0.0012612306,0.0000042827546,0.000023664777,0.004575847],"genre_scores_gemma":[0.99574584,0.00006914712,0.0000010228084,0.0034730528,0.0006219136,0.00004559818,0.0000043461428,0.0000068573318,0.000032246506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997808,0.00027111947,0.00045611235,0.00033668315,0.0004274438,0.0007006403],"domain_scores_gemma":[0.9992026,0.00004132737,0.00011120623,0.00007852291,0.00012126754,0.00044507402],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022433833,0.000107452404,0.00031322724,0.00011564973,0.0018943856,0.000011324339,0.00016068987,0.000054296288,0.00013332976],"category_scores_gemma":[0.00040448696,0.00009249407,0.000010188915,0.0007707426,0.0003609279,0.00024048612,0.00016360717,0.00022521784,0.0000017968953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006699275,0.000009527455,0.6232124,0.000041568663,0.0000012919712,0.00018232595,0.3710165,4.7638743e-8,0.0000033340266,0.00024231875,0.0006023579,0.0046816464],"study_design_scores_gemma":[0.0011310491,0.00015773831,0.7934286,0.000076443604,0.0000057913862,0.0000016455942,0.20486845,0.0000033874371,1.8489223e-7,0.000038815764,0.00021837512,0.00006949139],"about_ca_topic_score_codex":0.9625656,"about_ca_topic_score_gemma":0.99800545,"teacher_disagreement_score":0.17021626,"about_ca_system_score_codex":0.002516211,"about_ca_system_score_gemma":0.002159422,"threshold_uncertainty_score":0.999405},"labels":[],"label_agreement":null},{"id":"W3100901086","doi":"10.1177/1473325020973313","title":"Resisting the politics of the pandemic and racism to foster humanity","year":2020,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"","keywords":"Racism; Pandemic; Humanity; Politics; Equity (law); Criminology; Political science; Sociology; Gender studies; Coronavirus disease 2019 (COVID-19); Law; Medicine; Disease","score_opus":0.2859356876300181,"score_gpt":0.5133508849353489,"score_spread":0.22741519730533077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100901086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7776019,0.00020309123,0.00006437137,0.21151716,0.00019586264,0.0005775195,0.000032978078,0.0000315418,0.009775555],"genre_scores_gemma":[0.9851832,0.000003847956,0.00004299105,0.011854208,0.00046565692,0.000037225058,0.0000010287603,0.000010117503,0.0024017452],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975353,0.001690066,0.00027888824,0.00011429809,0.00016129976,0.00022013341],"domain_scores_gemma":[0.9975166,0.0020928776,0.00015523165,0.00007480331,0.00011989632,0.000040599643],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008217863,0.000081584185,0.00018176173,0.000008406756,0.0036858798,0.0000046055166,0.00012384621,0.000055728633,0.000041787767],"category_scores_gemma":[0.0012523702,0.000045848275,0.00005260791,0.00026947897,0.00021317827,0.00002102657,0.0002777201,0.00031999435,0.000020552081],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000281342,0.0000047829144,0.045818187,0.000054954937,0.00003631104,7.460139e-8,0.8685749,5.258378e-8,0.000028118708,0.0445393,0.040511917,0.00040323677],"study_design_scores_gemma":[0.0003438405,0.000053500113,0.36559048,0.00013119922,0.000045161734,1.568092e-8,0.5592092,2.532288e-7,0.000009693046,0.04102768,0.033471853,0.00011710622],"about_ca_topic_score_codex":0.000048975406,"about_ca_topic_score_gemma":0.000089480396,"teacher_disagreement_score":0.3197723,"about_ca_system_score_codex":0.00003356139,"about_ca_system_score_gemma":0.000036204154,"threshold_uncertainty_score":0.99761117},"labels":[],"label_agreement":null},{"id":"W3101055179","doi":"10.1016/j.jadohealth.2020.10.008","title":"Job Insecurity and Symptoms of Anxiety and Depression Among U.S. Young Adults During COVID-19","year":2020,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anxiety; Depression (economics); Mental health; Marital status; Poisson regression; Pandemic; Ethnic group; Young adult; Demography; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Gerontology; Population; Psychiatry; Environmental health; Political science; Sociology; Economics","score_opus":0.033607201762481845,"score_gpt":0.3614861101775396,"score_spread":0.3278789084150578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101055179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97987443,0.0058687115,0.000075997814,0.013213137,0.0003730832,0.0004889341,0.000018237808,0.000025246587,0.00006221879],"genre_scores_gemma":[0.9853888,0.010165735,0.00006748543,0.0037695777,0.0005717697,0.0000028589193,0.0000015499388,0.000017427292,0.000014758557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756926,0.0004253599,0.0010345923,0.00021749715,0.0003675556,0.00038576036],"domain_scores_gemma":[0.9974205,0.00010622536,0.0011541819,0.00011126572,0.00019090058,0.001016916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081790955,0.0001724458,0.00057013944,0.00010384779,0.0007931312,0.000008047993,0.00011366985,0.000115803916,0.000019056704],"category_scores_gemma":[0.00046868026,0.00013408928,0.00007251529,0.00014256315,0.00010552917,0.00019055208,0.00022006253,0.00083887595,9.436544e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064154086,0.000059384736,0.96797,0.004622475,0.00003265413,0.000007655074,0.020727927,0.0000025362426,0.000062766674,0.000029290535,0.0041851713,0.0016585649],"study_design_scores_gemma":[0.0031769925,0.00032591118,0.9884917,0.0018340744,0.000024599141,0.000017738643,0.0044605276,0.000027859081,0.000015331985,0.000044533852,0.001472686,0.00010800782],"about_ca_topic_score_codex":0.0006049226,"about_ca_topic_score_gemma":0.00033746212,"teacher_disagreement_score":0.020521704,"about_ca_system_score_codex":0.0001909552,"about_ca_system_score_gemma":0.00042755934,"threshold_uncertainty_score":0.6100204},"labels":[],"label_agreement":null},{"id":"W3101560817","doi":"","title":"Précarité et inégalités sociales de santé au travail à l’ère de la COVID-19","year":2020,"lang":"fr","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université de Montréal","funders":"","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","score_opus":0.05263775217400451,"score_gpt":0.3285098888903654,"score_spread":0.2758721367163609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101560817","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16355857,0.008892966,0.010456562,0.46683276,0.00070621097,0.0010414666,0.00028865723,0.0004932181,0.34772956],"genre_scores_gemma":[0.96767956,0.0022342764,0.00025199857,0.021611929,0.0009992658,0.000004843061,0.000063957246,0.00006469421,0.0070894817],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99419695,0.0034978418,0.00052774354,0.0005608411,0.00034448138,0.0008721219],"domain_scores_gemma":[0.9946932,0.0035150324,0.0004101723,0.0002606032,0.0001874783,0.0009335175],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015733449,0.00043388037,0.0005866282,0.00015562818,0.0024493036,0.0000578107,0.0003623996,0.0008138024,0.02663515],"category_scores_gemma":[0.0010670335,0.0005217765,0.0002800468,0.00050492364,0.0015285966,0.0003318313,0.0003537563,0.0011615602,0.00020121323],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019465324,0.00011005948,0.4029205,0.0006915033,0.00028707014,0.000091517875,0.22312364,0.00041466468,0.00007147259,0.036265943,0.32809424,0.007734728],"study_design_scores_gemma":[0.0031710975,0.00014968058,0.23011805,0.0002593327,0.0005393618,0.000027122205,0.062300965,0.0025245685,0.0000137387415,0.0012550728,0.6989683,0.0006726889],"about_ca_topic_score_codex":0.059544638,"about_ca_topic_score_gemma":0.04146599,"teacher_disagreement_score":0.80412096,"about_ca_system_score_codex":0.003390322,"about_ca_system_score_gemma":0.01457416,"threshold_uncertainty_score":0.9997234},"labels":[],"label_agreement":null},{"id":"W3102414796","doi":"10.1093/socpro/spaa046","title":"Assembling the Local Politics of Noncitizenship: Contesting Access to Healthcare in Toronto-Sanctuary City","year":2020,"lang":"en","type":"article","venue":"Social Problems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Citizenship; Politics; Discretion; Health care; State (computer science); Sociology; Narrative; Political science; Immigration; Gender studies; Public administration; Law","score_opus":0.23483133273776535,"score_gpt":0.47054823340073,"score_spread":0.23571690066296463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102414796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7016085,0.0012627284,0.0013822846,0.2592525,0.0006681747,0.0031162878,0.000081585415,0.00020904942,0.032418925],"genre_scores_gemma":[0.98889476,0.000023130591,0.00004076594,0.009960046,0.00080879877,0.00013120243,0.000007218548,0.00002314696,0.000110950336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784553,0.00041720943,0.0006399537,0.00023319425,0.00027460683,0.0005895247],"domain_scores_gemma":[0.9987058,0.00059491914,0.00021571697,0.0001075284,0.0002457996,0.00013025163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006411944,0.00015135539,0.0003872689,0.000022295188,0.0010967599,0.000013303702,0.00031905354,0.00014066005,0.000074175],"category_scores_gemma":[0.00048781818,0.00011737745,0.00006892917,0.0002395256,0.000094955074,0.00012879119,0.00041170887,0.0005355584,0.000010985392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063896136,0.000039625666,0.83531785,0.0011769157,0.000043897613,0.0000036863,0.1282304,0.000032797838,0.00013428112,0.018419947,0.013280211,0.0032565175],"study_design_scores_gemma":[0.0023782298,0.00046207223,0.8372623,0.0013070912,0.000052151252,3.911679e-7,0.13354897,0.00036958072,0.00009740445,0.015705492,0.008174987,0.0006413309],"about_ca_topic_score_codex":0.024648342,"about_ca_topic_score_gemma":0.028348425,"teacher_disagreement_score":0.28728625,"about_ca_system_score_codex":0.0003768785,"about_ca_system_score_gemma":0.0002459745,"threshold_uncertainty_score":0.9893817},"labels":[],"label_agreement":null},{"id":"W3106680386","doi":"10.1080/23800127.2020.1827558","title":"The rhythm of making cheaps: a case study of rhythmanalysis and qualitative labour shortages in Canadian fisheries","year":2020,"lang":"en","type":"article","venue":"Applied Mobilities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economic shortage; Work (physics); Capital (architecture); Investment (military); Qualitative research; Labour economics; Qualitative property; Power (physics); Business; Sociology; Economic growth; Economics; Political science; Geography; Social science; Engineering; Law","score_opus":0.08300180021302953,"score_gpt":0.41680380464995875,"score_spread":0.3338020044369292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106680386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99395066,0.000496591,0.0000016423282,0.0020443713,0.000029765322,0.00089269434,0.000048801383,0.000015014735,0.0025204346],"genre_scores_gemma":[0.99901605,0.00007934694,0.000023722228,0.00019766996,0.00003615953,0.00041930747,0.0000018757647,0.000012360556,0.00021352086],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984437,0.00031103214,0.0005735841,0.0002025287,0.00014271268,0.00032643927],"domain_scores_gemma":[0.99824727,0.0012375183,0.00016699445,0.000179037,0.000096762225,0.00007242336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007397424,0.00013144514,0.00041745542,0.00007893511,0.00051395834,0.0000064365963,0.00006981983,0.000053108077,0.000043790555],"category_scores_gemma":[0.00017276044,0.00009546574,0.000029713616,0.00027265868,0.0002294929,0.00004450991,0.000110601955,0.0002006065,9.210628e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006115029,0.000031877105,0.20514339,0.0003698609,0.00016724577,0.000047870024,0.78259045,0.0000063343705,0.000008654849,0.010699571,0.00024322988,0.00063037995],"study_design_scores_gemma":[0.0003936326,0.00012348233,0.025298541,0.00003418275,0.000038415874,0.0000014705075,0.9717302,0.000010625831,0.000010405537,0.0007188502,0.0015532539,0.00008696442],"about_ca_topic_score_codex":0.4201738,"about_ca_topic_score_gemma":0.8833704,"teacher_disagreement_score":0.4631966,"about_ca_system_score_codex":0.000051446197,"about_ca_system_score_gemma":0.00012947037,"threshold_uncertainty_score":0.5836873},"labels":[],"label_agreement":null},{"id":"W3106702311","doi":"10.5604/01.3001.0014.5011","title":"Modelling labour demand in Poland","year":2020,"lang":"en","type":"article","venue":"Wiadomości Statystyczne The Polish Statistician","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salary; Quarter (Canadian coin); Economics; Econometrics; Hoarding (animal behavior); Value (mathematics); Labour economics; Gross output; Distributed lag; Lag; Demographic economics; Production (economics); Statistics; Mathematics; Macroeconomics; Geography","score_opus":0.08327419761667727,"score_gpt":0.38588469155043387,"score_spread":0.3026104939337566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106702311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66678333,0.0016646112,0.148079,0.13186745,0.0016371956,0.003930662,0.003402159,0.0006342122,0.042001367],"genre_scores_gemma":[0.987606,0.00020973904,0.00079655595,0.009014944,0.0007449423,0.000107738844,0.000049384136,0.00005958146,0.0014111527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690634,0.00062731863,0.0007412872,0.00038681316,0.00035600943,0.0009822068],"domain_scores_gemma":[0.9981213,0.0009873174,0.00023348418,0.00028450805,0.00013161573,0.00024177348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055426446,0.00029041347,0.00048219107,0.000092561335,0.0010015201,0.000034361077,0.00036630538,0.00010781805,0.0003545263],"category_scores_gemma":[0.00036102682,0.0002099729,0.000056481662,0.00045231768,0.00015391213,0.000147517,0.00023068424,0.0007350333,0.00029220615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080943917,0.00018428362,0.31596297,0.0010119904,0.0002911578,0.00020761703,0.16947311,0.009222449,0.00014062539,0.35010192,0.1501445,0.0024499344],"study_design_scores_gemma":[0.014964604,0.00096002436,0.28300446,0.00127261,0.00041011328,0.000007740875,0.071742125,0.11445439,0.000040371226,0.14874507,0.3616055,0.0027929917],"about_ca_topic_score_codex":0.0068196766,"about_ca_topic_score_gemma":0.0021575063,"teacher_disagreement_score":0.3208226,"about_ca_system_score_codex":0.00011035767,"about_ca_system_score_gemma":0.00016601195,"threshold_uncertainty_score":0.999794},"labels":[],"label_agreement":null},{"id":"W3106754889","doi":"10.6007/ijarbss/v10-i11/8152","title":"The Impact of Flexible Working Arrangements on Millennials: A Conceptual Analysis","year":2020,"lang":"en","type":"article","venue":"International Journal of Academic Research in Business and Social Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Business; Psychology; Sociology; Aesthetics; Process management; Art","score_opus":0.4939353369184819,"score_gpt":0.606086987815869,"score_spread":0.1121516508973871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106754889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442805,0.00096179283,0.000024887564,0.05193905,0.00025619223,0.00010206587,0.0000049243527,0.0000021665767,0.0024284145],"genre_scores_gemma":[0.99607956,0.002971341,0.0000075895186,0.00017527369,0.00070541777,0.00000521781,4.6943012e-7,0.000002278542,0.000052870608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975515,0.00043676113,0.0004902915,0.00010508554,0.0011520343,0.00026431467],"domain_scores_gemma":[0.99762416,0.0011660138,0.00033738313,0.000022534123,0.0008054121,0.000044485765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004025004,0.00005778617,0.0002084741,0.00032119572,0.0007580722,0.000027998873,0.00057063595,0.00006508932,0.000051010018],"category_scores_gemma":[0.0006282367,0.0000315304,0.0000828144,0.001314388,0.00079008454,0.00015073562,0.0001704514,0.0006340009,0.000001642623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004765632,0.000029923083,0.9447793,0.000008221328,0.00051670795,0.000007574744,0.025699602,0.00022240997,0.00019808476,0.011775343,0.0047771763,0.011509122],"study_design_scores_gemma":[0.00069107016,0.00019089264,0.96088195,0.00021119135,0.000019911891,3.4680755e-7,0.029284498,0.0001337919,0.00000807929,0.0030513513,0.0054664346,0.000060471717],"about_ca_topic_score_codex":0.00057655794,"about_ca_topic_score_gemma":0.00002974396,"teacher_disagreement_score":0.051799037,"about_ca_system_score_codex":0.00010528225,"about_ca_system_score_gemma":0.00028523503,"threshold_uncertainty_score":0.5830555},"labels":[],"label_agreement":null},{"id":"W3106926285","doi":"10.1097/ede.0000000000001304","title":"The Serpent of Their Agonies","year":2020,"lang":"en","type":"article","venue":"Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute on Minority Health and Health Disparities; National Institute on Drug Abuse","keywords":"Socioeconomic status; Mental health; Odds; Odds ratio; Psychology; Confidence interval; Operationalization; Mental illness; Social stratification; Cohort; Demography; Medicine; Logistic regression; Psychiatry; Sociology; Population; Internal medicine","score_opus":0.24161504477590845,"score_gpt":0.4687980152084056,"score_spread":0.22718297043249713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106926285","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33581948,0.0055468534,0.00028278443,0.6350305,0.0009304462,0.0004922198,0.000017685938,0.00009549014,0.021784555],"genre_scores_gemma":[0.980107,0.0012047768,0.00006752461,0.01703853,0.0004272354,0.0000660452,0.000004299359,0.000008672426,0.0010758903],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776417,0.00125248,0.00050286244,0.00012739247,0.00003263593,0.00032045218],"domain_scores_gemma":[0.991399,0.008124168,0.00021471977,0.00015374509,0.0000562457,0.00005214283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013347866,0.00007720981,0.0003415602,0.000008330108,0.0005397616,3.155608e-7,0.00016516056,0.000075184515,0.0001364114],"category_scores_gemma":[0.0033683656,0.000038336057,0.000068002504,0.00005978784,0.00017513707,0.000014632868,0.00018484498,0.00025321302,0.00013508537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006307603,0.0000064679652,0.675908,0.000054383516,0.00007410318,3.552118e-7,0.0062617417,0.000003551394,0.0000598846,0.068388745,0.24461092,0.0045687635],"study_design_scores_gemma":[0.00019133656,0.000113982285,0.2691124,0.000019062243,0.000007988529,1.1645148e-7,0.0038154204,0.000040496045,0.00002494416,0.01735629,0.7092645,0.00005346428],"about_ca_topic_score_codex":0.00010369391,"about_ca_topic_score_gemma":0.00008582315,"teacher_disagreement_score":0.6442875,"about_ca_system_score_codex":0.000011512545,"about_ca_system_score_gemma":0.00003450085,"threshold_uncertainty_score":0.41514647},"labels":[],"label_agreement":null},{"id":"W3107376370","doi":"10.1177/1048291120976642","title":"Flexible Work Arrangements and Health in White-Collar Urban Professionals","year":2020,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Flexibility (engineering); Work (physics); Context (archaeology); Collar; Public relations; Qualitative research; Sociology; Work–life balance; Business; Psychology; Political science; Management; Engineering; Geography; Social science; Economics","score_opus":0.12280539361894292,"score_gpt":0.44043954878531055,"score_spread":0.3176341551663676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107376370","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23822868,0.014322926,0.0005829459,0.74429923,0.00032927192,0.0013394648,0.00022578059,0.000027004295,0.0006446848],"genre_scores_gemma":[0.94286245,0.005252901,0.0010479853,0.048614804,0.0013069165,0.000024950632,0.00003421326,0.000022035696,0.0008337553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975701,0.00031960735,0.0009962023,0.00020008015,0.00032094686,0.0005930372],"domain_scores_gemma":[0.9985112,0.00011382888,0.00063777727,0.000073229414,0.000021104994,0.0006428457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603607,0.00017254526,0.0004200637,0.00022721951,0.0011037476,0.000007696985,0.00009077366,0.00008155773,0.00022893406],"category_scores_gemma":[0.000051410203,0.00014775233,0.000051090574,0.00028004852,0.00009236023,0.00020437974,0.00018766557,0.00047544416,0.000023438026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002582448,0.00019967074,0.85014975,0.00015106145,0.00003999654,0.0000020751954,0.010484545,0.00001401463,0.000013962971,0.0032415262,0.12350273,0.011942405],"study_design_scores_gemma":[0.0019186352,0.00045670592,0.9319221,0.00032222556,0.0000065195836,0.0000049358564,0.0018795925,0.000008679997,4.4133444e-7,0.000626141,0.062747724,0.00010630578],"about_ca_topic_score_codex":0.00037904087,"about_ca_topic_score_gemma":0.00009145425,"teacher_disagreement_score":0.7046338,"about_ca_system_score_codex":0.0005936789,"about_ca_system_score_gemma":0.001154347,"threshold_uncertainty_score":0.84892464},"labels":[],"label_agreement":null},{"id":"W3108437530","doi":"10.3389/fpsyg.2020.569394","title":"We Are Very Similar but Not Really: The Moderating Role of Cultural Identification for Refugee Resettlement of Venezuelans in Colombia","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Pontificia Universidad Javeriana; York University","keywords":"Refugee; Adaptability; Psychology; Identification (biology); Test (biology); Social psychology; Qualitative research; Grounded theory; Qualitative property; Sociology; Political science; Social science","score_opus":0.07556102225316343,"score_gpt":0.4236037928562327,"score_spread":0.34804277060306926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108437530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918977,0.0019437114,0.0021623012,0.07217168,0.0015588384,0.0018013474,0.00023192127,0.000025971753,0.0011272334],"genre_scores_gemma":[0.9960376,0.0005390692,0.0013398925,0.0014548134,0.00010577623,0.00033980556,0.000042196494,0.000014892497,0.0001259242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827915,0.00036093802,0.00071653666,0.00025019987,0.00012125358,0.00027194273],"domain_scores_gemma":[0.9991038,0.00015970576,0.00039561282,0.00021446358,0.00010044729,0.000026013136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058509293,0.00010046869,0.00034752773,0.00007525385,0.00015875476,0.0000023475873,0.00022275717,0.00013964485,0.00001228707],"category_scores_gemma":[0.00026508854,0.000079346784,0.00005320562,0.00017969086,0.00009927804,0.000053702828,0.00006747793,0.0002773556,0.00000197773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001379175,0.00013418119,0.56400573,0.00038460028,0.00010434039,0.0000018801389,0.043409638,0.00010221822,0.009855816,0.00078700087,0.3740243,0.005811094],"study_design_scores_gemma":[0.008519739,0.0008532589,0.610865,0.000782782,0.000111439425,5.4276643e-7,0.21305147,0.0043279277,0.0031336246,0.027966814,0.12990008,0.0004873131],"about_ca_topic_score_codex":0.00006745299,"about_ca_topic_score_gemma":0.00033416183,"teacher_disagreement_score":0.24412423,"about_ca_system_score_codex":0.000056729477,"about_ca_system_score_gemma":0.00003297342,"threshold_uncertainty_score":0.3235668},"labels":[],"label_agreement":null},{"id":"W3110141461","doi":"10.1177/1048291120974422","title":"Political Openings: Class Struggle During and After the Pandemic","year":2020,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Capitalism; Politics; Mainstream; Political economy; Democracy; Political science; State (computer science); Sociology; Law","score_opus":0.07154083210941227,"score_gpt":0.40446866297742445,"score_spread":0.3329278308680122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110141461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85512406,0.002352524,0.00008186554,0.14161822,0.000076059274,0.00025607395,0.00010636423,0.000009376306,0.00037547562],"genre_scores_gemma":[0.98183364,0.001058698,0.000121032506,0.015529681,0.0012232959,0.000011163901,0.000003969429,0.000009874627,0.00020865069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984689,0.00018531801,0.0005237804,0.00012143148,0.00022373808,0.00047687755],"domain_scores_gemma":[0.99900174,0.00018858373,0.0002474383,0.000057084886,0.000014585958,0.00049058744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536721,0.0001149129,0.00020505651,0.00006274265,0.0012231714,0.000009276763,0.000075521,0.000056508514,0.0001932338],"category_scores_gemma":[0.00006605061,0.00007828815,0.000047908954,0.000067079374,0.00018256284,0.00015129776,0.00021396948,0.00041285699,0.000017532913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006081979,0.000043808916,0.958473,0.00011721891,0.000071346556,0.0000038076266,0.006611026,0.0000033984327,0.00020829172,0.024827385,0.005860102,0.0031723802],"study_design_scores_gemma":[0.0010288943,0.00021706165,0.97261876,0.000062423176,0.00001696345,0.00003927854,0.002552353,0.000018181396,0.0000010749384,0.0011178041,0.022254394,0.00007280708],"about_ca_topic_score_codex":0.00030252058,"about_ca_topic_score_gemma":0.000060705144,"teacher_disagreement_score":0.1267096,"about_ca_system_score_codex":0.00028391113,"about_ca_system_score_gemma":0.00039223846,"threshold_uncertainty_score":0.9407769},"labels":[],"label_agreement":null},{"id":"W3110407363","doi":"10.1108/pijpsm-07-2020-0126","title":"“It's all window dressing:” Canadian police officers' perceptions of mental health stigma in their workplace","year":2020,"lang":"en","type":"article","venue":"Policing An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Mental illness; Stigma (botany); Originality; Mental health; Psychology; Perception; Organizational culture; Social psychology; Masculinity; Psychiatry; Public relations; Political science","score_opus":0.07497213752791679,"score_gpt":0.4313778744382693,"score_spread":0.3564057369103525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110407363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7923875,0.000026746622,0.000041882227,0.2014555,0.0006834234,0.00017940284,0.00013524483,0.000023600562,0.005066688],"genre_scores_gemma":[0.9720663,0.000282323,0.00014479185,0.025854887,0.0013652714,0.000006114912,0.000047756974,0.000023161252,0.00020940368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793965,0.000359591,0.000662647,0.00017171423,0.00034020937,0.0005261732],"domain_scores_gemma":[0.9986849,0.00010925296,0.0003411532,0.00009597901,0.00020585558,0.00056285155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000424103,0.00015353951,0.00026570613,0.0003739317,0.000749816,0.00003352132,0.00040265304,0.000074824304,0.00043282378],"category_scores_gemma":[0.00007963026,0.00013789168,0.00007831907,0.00016343393,0.000060507547,0.00027127622,0.00008659306,0.0007355567,0.00003251869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076435615,0.00005137049,0.77912503,0.000018157818,0.00010294117,0.0000041663557,0.19275354,0.0001251364,0.00024391993,0.00045718718,0.025376726,0.0016654058],"study_design_scores_gemma":[0.00165114,0.00017780939,0.9284341,0.000796916,0.000010109388,0.000027732352,0.048090503,0.00042814607,0.000015079464,0.00008395871,0.020080987,0.00020355999],"about_ca_topic_score_codex":0.6161094,"about_ca_topic_score_gemma":0.7229449,"teacher_disagreement_score":0.17967878,"about_ca_system_score_codex":0.00083134486,"about_ca_system_score_gemma":0.0012182154,"threshold_uncertainty_score":0.57670546},"labels":[],"label_agreement":null},{"id":"W3110511238","doi":"10.1177/00197939231213064","title":"First to $15: Alberta’s Minimum Wage Policy on Employment by Wages, Ages, and Places","year":2023,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund","keywords":"Minimum wage; Wage; Economics; Distribution (mathematics); Labour economics; Demographic economics","score_opus":0.0869366898505076,"score_gpt":0.4010280167148157,"score_spread":0.3140913268643081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110511238","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20640755,0.07631136,0.0000011852553,0.6856656,0.00094810687,0.005348808,0.0007168811,0.00030952695,0.024290986],"genre_scores_gemma":[0.08953987,0.34800828,0.000039158895,0.024114367,0.0024046716,0.002210105,0.00069190573,0.00012718917,0.53286445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982487,0.0002762298,0.0005464934,0.00033282838,0.00019437957,0.00040134336],"domain_scores_gemma":[0.9983246,0.0010536164,0.00013816913,0.00021558994,0.000058336813,0.00020969224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005137769,0.00021792226,0.00042794118,0.00015899901,0.0011121013,0.000018231682,0.00009209755,0.00019353558,0.00055965525],"category_scores_gemma":[0.0011684761,0.00016457477,0.000044389253,0.00088139344,0.000049462866,0.0000849424,0.00017626635,0.00042059366,0.00093629386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022315513,0.000025647736,0.029585732,0.0002364259,0.00005972065,0.0000024071387,0.0008161944,0.0000014246115,0.0000029987527,0.004826164,0.95450854,0.009912456],"study_design_scores_gemma":[0.00072208256,0.00013452487,0.0161786,0.0033655036,0.000066708555,4.2911003e-7,0.00014159639,0.0000019434667,9.912184e-7,0.00012169079,0.9790864,0.00017951589],"about_ca_topic_score_codex":0.0029244083,"about_ca_topic_score_gemma":0.0013170403,"teacher_disagreement_score":0.66155124,"about_ca_system_score_codex":0.000073063056,"about_ca_system_score_gemma":0.00011535676,"threshold_uncertainty_score":0.9998416},"labels":[],"label_agreement":null},{"id":"W3110744958","doi":"10.21203/rs.3.rs-122507/v1","title":"Fragmentation in the Future of Work: A Horizon Scan Examining the Impact of the Changing Nature of Work on Vulnerable Workers","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of Ottawa; Institute for Work & Health","funders":"","keywords":"Fragmentation (computing); Work (physics); Deepwater horizon; Horizon; Psychology; Environmental science; Computer science; Engineering; Physics; Environmental protection","score_opus":0.12949399276098836,"score_gpt":0.4978489447787536,"score_spread":0.36835495201776525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110744958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97286147,0.003597806,0.0000052538894,0.016403513,0.0005209945,0.0031790186,0.00007200032,0.000016355512,0.0033436175],"genre_scores_gemma":[0.9978299,0.0005482106,0.00002002745,0.00007446309,0.0006788302,0.00045211217,0.000040639774,0.00003490357,0.00032092145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917596,0.0050555114,0.0006272106,0.0003738352,0.001441465,0.000742372],"domain_scores_gemma":[0.9948975,0.0031918206,0.00055071496,0.0008863894,0.00042142905,0.000052146203],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0062825955,0.00026165374,0.0005189952,0.00035884636,0.0010433614,0.000019285122,0.0010664277,0.00052220054,0.0001020023],"category_scores_gemma":[0.0007615854,0.00011907638,0.0002658994,0.0025956144,0.0002437437,0.000042125375,0.0013125081,0.0075206347,0.0000036767976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087706675,0.00014618017,0.82827693,0.0020487043,0.00030845666,0.000003848555,0.12719417,0.0015712276,0.00007152391,0.000981616,0.029092157,0.0094281025],"study_design_scores_gemma":[0.0004978941,0.00040801734,0.83037376,0.011277509,0.000027534523,8.5088196e-8,0.15552863,0.000025705313,0.00007626497,0.0011878926,0.00046454257,0.00013212858],"about_ca_topic_score_codex":0.0010216819,"about_ca_topic_score_gemma":0.0002716037,"teacher_disagreement_score":0.028627615,"about_ca_system_score_codex":0.0003352215,"about_ca_system_score_gemma":0.00055954367,"threshold_uncertainty_score":0.99476904},"labels":[],"label_agreement":null},{"id":"W3110955856","doi":"10.2196/24392","title":"Prospective Associations Between Fixed-Term Contract Positions and Mental Illness Rates in Denmark’s General Workforce: Protocol for a Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Term (time); Workforce; Mental illness; Protocol (science); Cohort; Medicine; Psychology; Cohort study; Prospective cohort study; Actuarial science; Mental health; Psychiatry; Gerontology; Business; Economics; Surgery; Alternative medicine","score_opus":0.31913541065554957,"score_gpt":0.6258528612798463,"score_spread":0.30671745062429673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110955856","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07345092,0.0000010753885,0.000012084112,0.003783958,0.000007043013,0.9208486,0.00026949018,0.000078834135,0.0015479989],"genre_scores_gemma":[0.09471746,3.2201729e-7,0.00006312953,0.000120564684,0.00046571676,0.9034539,0.000058171234,0.000045579432,0.001075198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952563,0.0015539487,0.0007842761,0.00065861555,0.00072444417,0.0010223984],"domain_scores_gemma":[0.99747235,0.0011627948,0.00022287059,0.00023806441,0.000632958,0.00027096033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023825453,0.00026417372,0.0005921208,0.00018462258,0.0025320996,0.00010432658,0.00028482403,0.00018911673,0.00018563744],"category_scores_gemma":[0.0005495303,0.00022274352,0.00007596938,0.00064796506,0.00016184003,0.00030594892,0.00044289607,0.0011208009,0.000041765183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007289047,0.00071898074,0.9744634,0.0003291428,0.00011599922,0.00000586353,0.010993641,3.3538794e-7,0.00010461678,0.000539728,0.011445385,0.00055398286],"study_design_scores_gemma":[0.009314205,0.001902246,0.9686397,0.00069833983,0.000007651699,1.4220991e-7,0.0021810185,0.00003110207,0.00006209678,0.0005343968,0.016376926,0.00025219176],"about_ca_topic_score_codex":0.00015020392,"about_ca_topic_score_gemma":0.00041884344,"teacher_disagreement_score":0.021266537,"about_ca_system_score_codex":0.00050253316,"about_ca_system_score_gemma":0.00034603933,"threshold_uncertainty_score":0.9987665},"labels":[],"label_agreement":null},{"id":"W3111508944","doi":"10.12968/nrec.2020.22.12.7","title":"Leaving work in the care home","year":2020,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Work (physics); Nursing; Mental health; Health professionals; Health care; Balance (ability); Medicine; Psychology; Psychiatry; Political science; Engineering","score_opus":0.051440713231192946,"score_gpt":0.39603049053742034,"score_spread":0.3445897773062274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111508944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382989,0.019765303,0.000011814449,0.028693737,0.0008889309,0.00040308744,0.000006544677,0.00007385919,0.011857814],"genre_scores_gemma":[0.9980323,0.00011527671,0.000015922345,0.0009611383,0.0006964581,0.000018258068,0.000011811473,0.000012044593,0.00013683437],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989746,0.0002418778,0.00017277397,0.00017734239,0.00017109355,0.0002623],"domain_scores_gemma":[0.99965024,0.00010086891,0.000042031275,0.000095863295,0.00006275784,0.000048236994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008285337,0.00009332741,0.00014286581,0.000033631608,0.0009212666,0.000022195138,0.00010789175,0.00008472452,0.000025383699],"category_scores_gemma":[0.000044516233,0.00006364766,0.000036081074,0.0001872802,0.00006517656,0.00004646191,0.00004430525,0.00038509973,0.000018284176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009837701,0.000005862438,0.27267924,0.0002705216,0.000007867752,0.000020230917,0.6850588,0.0000033982049,0.000025155088,0.00023947064,0.027201636,0.01438948],"study_design_scores_gemma":[0.00052813906,0.0000634591,0.43853,0.0009611092,0.000035462323,4.7052723e-7,0.5517365,9.63222e-7,0.000009441617,0.00014012879,0.007874797,0.00011956831],"about_ca_topic_score_codex":0.00023544361,"about_ca_topic_score_gemma":0.0002825923,"teacher_disagreement_score":0.16585073,"about_ca_system_score_codex":0.000053660282,"about_ca_system_score_gemma":0.00003693288,"threshold_uncertainty_score":0.7085731},"labels":[],"label_agreement":null},{"id":"W3112250758","doi":"10.2196/20343","title":"Canada’s Decentralized “Human-Driven” Approach During the Early COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computer science; Biology; Medicine; Outbreak; Infectious disease (medical specialty); Disease","score_opus":0.12877712279302775,"score_gpt":0.3981833765057475,"score_spread":0.26940625371271976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112250758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73524904,0.002054865,0.0001189862,0.2584835,0.0001986576,0.0016412203,0.000093514325,0.00022957519,0.0019306394],"genre_scores_gemma":[0.94856465,0.0007760361,0.000017397857,0.048872247,0.00029951605,0.00032555728,0.000053676962,0.000024455207,0.0010664677],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624133,0.0011877242,0.00061739597,0.0004328739,0.00036607173,0.0011546164],"domain_scores_gemma":[0.9973268,0.0004244637,0.00027583103,0.00026061083,0.000095642456,0.0016166572],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009779446,0.00022095405,0.00046751625,0.00003582669,0.0032594192,0.00003352592,0.00027595024,0.00010139115,0.00009960981],"category_scores_gemma":[0.00055574224,0.00015317547,0.000044536046,0.00029899817,0.00011178521,0.00008985642,0.00019087053,0.00063100434,0.000008747639],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040167168,0.00001351435,0.92598885,0.0006667573,0.00002563228,0.0000025686043,0.0078121307,0.0000015190816,0.0000030911888,0.0013290351,0.06381989,0.000296821],"study_design_scores_gemma":[0.0009566208,0.00003534281,0.49690828,0.0000052017035,3.6843568e-7,0.0000015700924,0.0017216756,0.000035154724,1.0171574e-8,0.000014235592,0.50020546,0.00011607142],"about_ca_topic_score_codex":0.25647858,"about_ca_topic_score_gemma":0.44005442,"teacher_disagreement_score":0.43638557,"about_ca_system_score_codex":0.00049537147,"about_ca_system_score_gemma":0.0052568493,"threshold_uncertainty_score":0.9980382},"labels":[],"label_agreement":null},{"id":"W3112287620","doi":"","title":"Long-term Unemployment in Australia | Bulletin – December Quarter 2020","year":2020,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Term (time); Unemployment; Political science; Geography; Economic growth; Economics","score_opus":0.0753652797395526,"score_gpt":0.37153955891035784,"score_spread":0.29617427917080524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112287620","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15974489,0.0002229028,0.000039481925,0.8357629,0.00051503815,0.0011491926,0.000045148663,0.00016103165,0.0023593917],"genre_scores_gemma":[0.99088126,0.00019197793,0.00016616718,0.0065518604,0.0006457562,0.00023629224,0.00006445856,0.00006960238,0.0011926222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601334,0.00041523043,0.0014088571,0.00068740273,0.00052093476,0.0009542034],"domain_scores_gemma":[0.99833536,0.00033313298,0.00040720918,0.00043271616,0.00015487481,0.0003366986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048544083,0.00045138667,0.00080849155,0.00012824939,0.0002720103,0.000013076356,0.0004255385,0.00025950532,0.02100797],"category_scores_gemma":[0.00016208565,0.0004181883,0.0002065652,0.00035159884,0.00015832785,0.000050805556,0.00039145962,0.0008315573,0.008673749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026200712,0.00017313329,0.200862,0.00034646495,0.000077458855,0.000055677396,0.0038482235,0.0000136476565,0.0002655929,0.00021903495,0.7938612,0.000015520263],"study_design_scores_gemma":[0.0029447689,0.00039710265,0.23258188,0.0005179061,0.00006790699,0.0000026585185,0.0007775903,0.00000920534,0.0001345769,0.00007893365,0.7619292,0.00055823446],"about_ca_topic_score_codex":0.00029400134,"about_ca_topic_score_gemma":0.0003793783,"teacher_disagreement_score":0.8311364,"about_ca_system_score_codex":0.00009959803,"about_ca_system_score_gemma":0.0000647143,"threshold_uncertainty_score":0.99982697},"labels":[],"label_agreement":null},{"id":"W3112354393","doi":"10.1186/s12889-020-09938-1","title":"The working disadvantaged: the role of age, job tenure and disability in precarious work","year":2020,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; University of British Columbia, Okanagan Campus; Public Health Ontario; University of British Columbia; Institute for Work & Health; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Arthritis Society","keywords":"Disadvantaged; Medicine; Workforce; Odds; Context (archaeology); Logistic regression; Gerontology; Precarious work; Odds ratio; Demography; Work (physics); Geography; Political science","score_opus":0.09786444348771056,"score_gpt":0.4009709936356956,"score_spread":0.30310655014798504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112354393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69964886,0.008245683,0.000050060884,0.28463173,0.0003043257,0.0018721021,0.000013910913,0.00009044696,0.005142895],"genre_scores_gemma":[0.9967568,0.0005357323,0.000057447294,0.0020709417,0.0002380684,0.00014495802,0.000004841693,0.000015916003,0.00017530269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683464,0.0013870047,0.00063258916,0.00025973955,0.00023680725,0.00064922037],"domain_scores_gemma":[0.99728024,0.0019242241,0.0002337842,0.00032720374,0.000039498664,0.00019502184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024955708,0.0001339958,0.00031066072,0.000017668362,0.001392246,0.000025277368,0.00023166351,0.00007587512,0.000022365168],"category_scores_gemma":[0.0010644847,0.00007024598,0.00004634593,0.0004942518,0.00029819913,0.00006930592,0.00032890058,0.00065624394,0.000007267495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000353822,0.000026804406,0.9366125,0.000119749886,0.000009886583,2.8313306e-7,0.026343528,7.176611e-7,7.023454e-7,0.0036545005,0.0015592029,0.03163673],"study_design_scores_gemma":[0.00029878403,0.0000422923,0.78623974,0.000078796824,0.0000029076891,1.115711e-7,0.014835502,0.000017988996,1.7444735e-7,0.0011435669,0.1972804,0.00005973057],"about_ca_topic_score_codex":0.0011372537,"about_ca_topic_score_gemma":0.013048032,"teacher_disagreement_score":0.29710796,"about_ca_system_score_codex":0.00013310877,"about_ca_system_score_gemma":0.00034940886,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W3112686791","doi":"10.1111/jep.13508","title":"A way forward: Considering the sustainability, equity and unintended effects of social control measures as a response to the <scp>COVID</scp>‐19 crisis","year":2020,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health care; Equity (law); Population; Context (archaeology); Health equity; Social distance; Political science; Public health; Business; Public economics; Public relations; Medicine; Coronavirus disease 2019 (COVID-19); Economics; Environmental health; Law; Nursing","score_opus":0.18907337141445216,"score_gpt":0.5737952425109972,"score_spread":0.3847218710965451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112686791","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3852492,0.00054836186,0.0012462331,0.6100254,0.00045983098,0.0017896731,0.0000030516499,0.0000091474285,0.0006690945],"genre_scores_gemma":[0.95781624,0.00010065904,0.0001122983,0.04141186,0.0004422495,0.00006763339,1.8704023e-7,0.000010906581,0.000037949834],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9750896,0.021217696,0.0019045944,0.00020909212,0.0012870445,0.00029195368],"domain_scores_gemma":[0.8289575,0.16398783,0.0022946803,0.0002303439,0.0042704544,0.00025918765],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07232591,0.00013188359,0.0005438494,0.00007429179,0.00066976604,0.000031068008,0.00025152363,0.00015348755,0.000025444368],"category_scores_gemma":[0.69704074,0.000075512995,0.00017819817,0.00032046327,0.00022350073,0.00028366313,0.00043560992,0.0013790922,0.000008385968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032786798,0.0010915751,0.18813585,0.0014102197,0.0020985878,0.00014525255,0.33305517,0.0010808391,0.0004290474,0.0086004585,0.41070783,0.020458369],"study_design_scores_gemma":[0.014724109,0.0038379324,0.43916816,0.00021558527,0.0020844364,0.000024062276,0.222501,0.00074253976,0.000015209388,0.053588413,0.26297548,0.00012305359],"about_ca_topic_score_codex":0.00013862387,"about_ca_topic_score_gemma":0.00012928595,"teacher_disagreement_score":0.62471485,"about_ca_system_score_codex":0.00026604588,"about_ca_system_score_gemma":0.0016227844,"threshold_uncertainty_score":0.9552357},"labels":[],"label_agreement":null},{"id":"W3113013087","doi":"10.3138/topia-019","title":"Nothing New Here to See: How COVID-19 and State Violence Converge on Black Life","year":2020,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Abandonment (legal); State (computer science); Racism; Coronavirus disease 2019 (COVID-19); Nothing; Capitalism; Criminology; Sociology; State of exception; Political science; Law; Medicine; Epistemology; Philosophy; Politics","score_opus":0.15717745979621311,"score_gpt":0.40941040293115577,"score_spread":0.25223294313494266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113013087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.566503,0.0035159732,0.000020343166,0.4287822,0.0004577324,0.00025437467,0.000023000954,0.0000159252,0.00042745523],"genre_scores_gemma":[0.92203957,0.0021519049,0.00008172018,0.070058346,0.00088000036,0.0000050984536,0.0000010057186,0.000013699347,0.004768654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986616,0.00013291217,0.0003775659,0.00017379626,0.0002047841,0.00044934038],"domain_scores_gemma":[0.99708426,0.00021352086,0.0002340689,0.000067987065,0.00029742793,0.0021027527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020635498,0.00019437875,0.00045827866,0.0000651525,0.0009871108,0.000035464313,0.00016110558,0.000051348088,0.00011931103],"category_scores_gemma":[0.0019280304,0.0001311664,0.00006433651,0.00015478626,0.00012326852,0.00016863935,0.00006911101,0.0004303631,0.000058628095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001593426,0.00000359473,0.114567354,0.00032869817,0.00039511893,0.0001471262,0.3184341,0.00008204732,0.000030864594,0.00087350956,0.5632402,0.0017380564],"study_design_scores_gemma":[0.0013492935,0.0005946066,0.03013947,0.000765845,0.00006802831,0.0000051971547,0.13172865,0.000003899729,0.000015295678,0.00042213348,0.83459127,0.00031630826],"about_ca_topic_score_codex":0.008986914,"about_ca_topic_score_gemma":0.04551306,"teacher_disagreement_score":0.35872385,"about_ca_system_score_codex":0.00028150043,"about_ca_system_score_gemma":0.0009299476,"threshold_uncertainty_score":0.99761236},"labels":[],"label_agreement":null},{"id":"W3113177343","doi":"","title":"Can Wage Setting Process for Canadian Nurses Explain Regional Shortage in this Occupation","year":2019,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wage; Economic shortage; Differential (mechanical device); Economics; Labour economics; Efficiency wage; Equity (law); Process (computing); Compensating differential; Human capital; Work (physics); Wage share; Economic growth; Political science","score_opus":0.10135209398511205,"score_gpt":0.4506292494729368,"score_spread":0.3492771554878248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113177343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732647,0.00013995082,0.0000010071145,0.008828329,0.0012531074,0.006073119,0.0006035741,0.000048904178,0.10978735],"genre_scores_gemma":[0.9800359,0.0017220066,0.00008424068,0.0005664329,0.00048304256,0.0037523895,0.00077757594,0.00009545802,0.01248298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99585485,0.00052980625,0.0009325121,0.0009228301,0.00025116542,0.0015088561],"domain_scores_gemma":[0.9970907,0.0014885529,0.00027987466,0.0006186051,0.00027301,0.00024927294],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030610254,0.0003308029,0.00061804225,0.0009794963,0.0008000425,0.000037004225,0.00054575596,0.0007008778,0.00019651008],"category_scores_gemma":[0.00095496024,0.00035463402,0.00011952349,0.00014585421,0.00013422538,0.00010667712,0.00038374413,0.0024072188,0.000017677876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018802355,0.00006338251,0.9428022,0.0014570863,0.00008296381,0.00001658826,0.019513987,0.0016912181,0.000005891952,0.0007687648,0.0053709797,0.028038904],"study_design_scores_gemma":[0.00567767,0.0004022232,0.49448946,0.009231174,0.000053523287,0.0000031429074,0.1067414,0.016229827,0.00005325897,0.012742156,0.35139757,0.0029786115],"about_ca_topic_score_codex":0.073343806,"about_ca_topic_score_gemma":0.75954664,"teacher_disagreement_score":0.6862028,"about_ca_system_score_codex":0.0035220897,"about_ca_system_score_gemma":0.004687697,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W31139189","doi":"10.3389/fimmu.2019.01062","title":"Framgångsrikt styrkortsarbete : metoder och erfarenheter","year":2003,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Fogarty International Center; Canada Excellence Research Chairs, Government of Canada; Michael Smith Health Research BC; Delta Research and Educational Foundation; National Institute of Allergy and Infectious Diseases; Division of Intramural Research, National Institute of Allergy and Infectious Diseases","keywords":"Humanities; Art","score_opus":0.030908940867773512,"score_gpt":0.3483166680317993,"score_spread":0.31740772716402577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31139189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7102468,0.031145591,0.012086224,0.0058281114,0.027340308,0.0017831781,0.00002262696,0.0003938084,0.21115333],"genre_scores_gemma":[0.9581604,0.0014577731,0.0074599814,0.0026150674,0.0001824394,0.00049699063,0.000025515228,0.00008080447,0.029521024],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729913,0.0007807817,0.0005502165,0.0003609051,0.00012858148,0.0008803525],"domain_scores_gemma":[0.9991567,0.00015171335,0.00014285822,0.00042060405,0.000082332066,0.00004576786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240497,0.00022629433,0.00050705264,0.0002941251,0.00047357293,0.000004837281,0.0002209207,0.0003853546,0.0009002271],"category_scores_gemma":[0.00026383498,0.00020300192,0.00008348946,0.00028960893,0.00019209557,0.0001104717,0.00012566883,0.0008444191,0.00023310368],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077318145,0.00006415907,0.8420995,0.00003230475,0.00025408287,0.000014451503,0.003393853,0.000002001313,0.00015209215,0.008135598,0.14252836,0.003246326],"study_design_scores_gemma":[0.0018530786,0.00012228201,0.14349951,0.00006784431,0.00003623119,0.0000020790044,0.0055093225,0.000008729506,0.00014494828,0.01431068,0.8341028,0.00034247266],"about_ca_topic_score_codex":0.00014082756,"about_ca_topic_score_gemma":0.000094349205,"teacher_disagreement_score":0.69859993,"about_ca_system_score_codex":0.00019138202,"about_ca_system_score_gemma":0.000111395486,"threshold_uncertainty_score":0.9856856},"labels":[],"label_agreement":null},{"id":"W3113992199","doi":"10.25071/2291-5796.69","title":"Borders and boundaries in the lives of migrant agricultural workers: Towards a more equitable health services approach.","year":2020,"lang":"en","type":"article","venue":"Witness The Canadian Journal of Critical Nursing Discourse","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Okanagan College; Western University","funders":"","keywords":"Citizenship; Social exclusion; Politics; Population; Political science; Normalization (sociology); Agriculture; Health care; Economic growth; Sociology; Geography; Social science; Economics; Law","score_opus":0.0469080317086668,"score_gpt":0.4036410409405887,"score_spread":0.3567330092319219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113992199","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3964624,0.010180114,0.00010084265,0.5910562,0.000384765,0.00037724286,0.00003658072,0.000006221424,0.0013955898],"genre_scores_gemma":[0.9963639,0.00003085483,0.00012801013,0.003171028,0.00026172987,0.000009569149,0.000003701483,0.0000117733325,0.000019430929],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978563,0.0005022053,0.00053979934,0.0001308277,0.0003209387,0.00064992264],"domain_scores_gemma":[0.99882275,0.00026489366,0.00019646587,0.000114272756,0.00020181954,0.00039980447],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00086922257,0.00015921758,0.0004134783,0.000073496856,0.0018720017,0.000095700154,0.00036533465,0.000060225633,0.000013701675],"category_scores_gemma":[0.00018849218,0.00007899486,0.00007751356,0.00028621155,0.0039008816,0.00024816883,0.000025974723,0.0006441241,5.8174743e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015718286,0.00011936727,0.026492912,0.0012510372,0.00007746124,0.000035281377,0.9356247,0.000031717478,0.000007393162,0.028656945,0.004918739,0.002627244],"study_design_scores_gemma":[0.00056173,0.0002595602,0.09623794,0.0024650996,0.000111108064,0.000031045234,0.8940149,0.00005751895,0.0000014203105,0.004882257,0.0012428578,0.0001345371],"about_ca_topic_score_codex":0.022584239,"about_ca_topic_score_gemma":0.03738042,"teacher_disagreement_score":0.5999015,"about_ca_system_score_codex":0.00011285781,"about_ca_system_score_gemma":0.0015777223,"threshold_uncertainty_score":0.99942744},"labels":[],"label_agreement":null},{"id":"W3115029618","doi":"10.1108/pijpsm-07-2020-0125","title":"After 10–7: trauma, resilience and satisfaction with life among retired police officers","year":2020,"lang":"en","type":"article","venue":"Policing An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Multilevel model; Psychological resilience; Job satisfaction; Psychology; Life satisfaction; Workforce; Variance (accounting); Social psychology; Political science; Business","score_opus":0.04550135173246468,"score_gpt":0.38343883225772113,"score_spread":0.33793748052525646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115029618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850965,0.000014380693,0.00013868802,0.011080104,0.00029427776,0.00013769747,0.000011808751,0.000054361815,0.0031721615],"genre_scores_gemma":[0.99325526,0.000080094316,0.00015564817,0.0043114903,0.0017240661,0.000022469569,0.000003228657,0.000019513713,0.00042822995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986664,0.00016338413,0.00032939692,0.00018319165,0.00039156523,0.0002660703],"domain_scores_gemma":[0.99901694,0.000099785306,0.00022527156,0.0000718232,0.00025767044,0.00032852776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019636241,0.00012742293,0.00015115422,0.00010793104,0.0005170043,0.00005628575,0.0001434428,0.000059427028,0.0004117384],"category_scores_gemma":[0.0001227724,0.0000998853,0.00003102119,0.00008613168,0.000093816576,0.00046870497,0.00006358751,0.00045014094,0.000031043368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004745213,0.000009109942,0.9775054,0.000012114208,0.00007828212,0.000009553855,0.017481767,0.000035532576,0.00006982511,0.00015539423,0.0020859519,0.0020825611],"study_design_scores_gemma":[0.0007761462,0.00019129412,0.9951393,0.00017002983,0.000022325708,0.000016594642,0.0023046837,0.00021767699,0.000013429113,0.000034419678,0.0009956895,0.00011839361],"about_ca_topic_score_codex":0.019995948,"about_ca_topic_score_gemma":0.009823904,"teacher_disagreement_score":0.01763393,"about_ca_system_score_codex":0.000103769904,"about_ca_system_score_gemma":0.000115738134,"threshold_uncertainty_score":0.98653},"labels":[],"label_agreement":null},{"id":"W3115205129","doi":"10.22215/etd/2019-13695","title":"Precarious work, \"harmonizing down\" and economic anxiety: Implications for citizenship and society","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Voting; Anxiety; Equity (law); Political science; Politics; Social psychology; Psychology; Citizenship; Work (physics); Demographic economics; Economics","score_opus":0.08536172551455622,"score_gpt":0.39309355251005623,"score_spread":0.3077318269955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115205129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.874385,0.0065830844,0.00011439965,0.008269489,0.0020665983,0.0061458223,0.00042570118,0.00029757875,0.10171234],"genre_scores_gemma":[0.73850656,0.007805523,0.0010804503,0.0014100395,0.0006771547,0.0024854043,0.0022911278,0.00014643188,0.2455973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986006,0.000046570483,0.0004137527,0.0004852571,0.000048407044,0.00040539875],"domain_scores_gemma":[0.99874544,0.00057648285,0.0002602669,0.00022452699,0.00011029414,0.00008300452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026419267,0.0002711583,0.00042600438,0.00004759692,0.0010899547,0.000031297368,0.00009045762,0.00045318302,0.000071974464],"category_scores_gemma":[0.000029890363,0.00024326544,0.000121673154,0.000045228673,0.00003431829,0.00005544031,0.000074179006,0.00037329388,0.00003510335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012707994,0.000015276355,0.52912134,0.002258028,0.00061577634,4.8027946e-8,0.024747403,4.7048812e-7,0.00013231483,0.017202629,0.40375522,0.022024423],"study_design_scores_gemma":[0.0017997378,0.00007831532,0.9326629,0.0005251518,0.00041955648,7.733336e-7,0.015425694,0.000027728373,0.000019530682,0.010906132,0.037402958,0.00073153403],"about_ca_topic_score_codex":0.00015648885,"about_ca_topic_score_gemma":0.00055418967,"teacher_disagreement_score":0.40354156,"about_ca_system_score_codex":0.00011605238,"about_ca_system_score_gemma":0.00016697467,"threshold_uncertainty_score":0.9920077},"labels":[],"label_agreement":null},{"id":"W3115471125","doi":"10.5539/ijef.v13n1p80","title":"Growing Thanks to Whom? The Impact of Staff on Demand on Organizational Growth Dynamics: Evidence from Sweden","year":2020,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Dynamics (music); Work (physics); Business; Human resource management; Human resources; Marketing; Public relations; Economics; Management; Sociology; Political science","score_opus":0.05066285199600539,"score_gpt":0.36127647094128035,"score_spread":0.31061361894527495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115471125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724374,0.00016255167,0.00029115446,0.026114317,0.00045395037,0.00009382072,0.00011631693,0.000002060989,0.00032847293],"genre_scores_gemma":[0.9958267,0.0020393322,0.00008671143,0.0014143549,0.0005721814,0.000002314852,0.0000045503775,0.0000092659575,0.000044565066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992263,0.00003565978,0.0004266502,0.00011289107,0.000100203724,0.000098329656],"domain_scores_gemma":[0.99860317,0.0005582483,0.00042630915,0.00005620537,0.00031296196,0.00004308752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020717391,0.00009004676,0.00019192309,0.000052841107,0.00015041807,0.000021498981,0.00028383432,0.00003770697,0.000047732003],"category_scores_gemma":[0.0003338245,0.0000602838,0.00006944882,0.000045628312,0.000033283257,0.00017955771,0.00010162719,0.0002056245,0.000013210634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002624911,0.0001840086,0.72247785,0.000028491295,0.0011827245,0.000024106474,0.0218532,0.048769895,0.0002591747,0.18417485,0.01329647,0.005124347],"study_design_scores_gemma":[0.0028413748,0.003116881,0.9178686,0.0023331873,0.00006631789,0.0000082854,0.0031291482,0.021425731,0.00057746435,0.045457948,0.0027201155,0.00045495658],"about_ca_topic_score_codex":0.00016767258,"about_ca_topic_score_gemma":0.000053526037,"teacher_disagreement_score":0.19539076,"about_ca_system_score_codex":0.00015114434,"about_ca_system_score_gemma":0.00013322908,"threshold_uncertainty_score":0.2458302},"labels":[],"label_agreement":null},{"id":"W3115643410","doi":"10.7870/cjcmh-2020-023","title":"Travail et symptômes de détresse psychologique : Quel est le rôle des traits d’identité culturelle en lien avec l’ethnicité et le statut d’immigrant dans la main-d’oeuvre canadienne ?","year":2020,"lang":"fr","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.040868216755933454,"score_gpt":0.35443190410152114,"score_spread":0.3135636873455877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115643410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7227989,0.015023457,0.00016720295,0.25386274,0.0006196942,0.00063883804,0.0013550315,0.00002677895,0.005507378],"genre_scores_gemma":[0.97084695,0.01049974,0.00050782197,0.014979877,0.00023219545,0.000019116227,0.000115336785,0.00009496279,0.0027039936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9817508,0.0144683635,0.0013895895,0.00024419342,0.00028916282,0.0018579065],"domain_scores_gemma":[0.9936919,0.0009392366,0.0008426541,0.0003780792,0.00025555323,0.0038925295],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006167138,0.0005301594,0.0010153273,0.00027570195,0.0043909024,0.00009097802,0.0011576002,0.00047735713,0.00017100062],"category_scores_gemma":[0.00047917443,0.0005334076,0.00029144445,0.00048135463,0.0007597305,0.0005391664,0.0001674839,0.0054452857,0.000019898089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014689162,0.0004746013,0.012836404,0.00095850474,0.00027779047,0.00036306336,0.8801387,0.00008603147,0.00014473428,0.03003627,0.07013059,0.0044064415],"study_design_scores_gemma":[0.0032349129,0.001850055,0.1819574,0.0028550571,0.00008153296,0.0006548195,0.66795087,0.000024492978,0.000036361453,0.0019120841,0.13892372,0.00051868975],"about_ca_topic_score_codex":0.90562433,"about_ca_topic_score_gemma":0.99467653,"teacher_disagreement_score":0.24804807,"about_ca_system_score_codex":0.0024917505,"about_ca_system_score_gemma":0.023103822,"threshold_uncertainty_score":0.99971175},"labels":[],"label_agreement":null},{"id":"W3115710478","doi":"10.1136/bmjgh-2020-004087","title":"Navigating inequities: a roadmap out of the pandemic","year":2021,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Public Health Agency of Canada","funders":"Fondation pour la Recherche Médicale; Indigenous Services Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Health equity; Pandemic; Equity (law); Psychological intervention; Political science; Public relations; Stakeholder; Coronavirus disease 2019 (COVID-19); Economic growth; Development economics; Medicine; Disease; Health care; Economics; Infectious disease (medical specialty)","score_opus":0.2546574027889274,"score_gpt":0.6074626300666558,"score_spread":0.3528052272777284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115710478","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002695359,0.98425287,0.000008357254,0.0021963243,0.0034726087,0.00360893,0.00055868505,0.00009151468,0.0057837325],"genre_scores_gemma":[0.000036161186,0.99548256,0.00004844342,0.0016108518,0.0009097534,0.0004913668,0.00010205939,0.000038667284,0.0012801581],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993318,0.002444275,0.0023784412,0.000433474,0.00051789306,0.00090789946],"domain_scores_gemma":[0.9959235,0.0006066166,0.0023452856,0.0007578282,0.00020631407,0.00016042298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018360052,0.00044053278,0.0029768308,0.000016001524,0.0010914719,0.0000068637614,0.00052079215,0.00041880267,0.00010572672],"category_scores_gemma":[0.0005203687,0.00026778007,0.0006511373,0.00051672204,0.00011380437,0.000037143516,0.00094864547,0.0015313787,0.00009470928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024027618,0.000027693673,0.00567407,0.05368784,0.00014405046,0.0000020560158,0.0016451717,9.910009e-8,2.0762327e-9,0.0025563962,0.04298431,0.8932759],"study_design_scores_gemma":[0.0001749471,0.000039672137,0.00021879573,0.14058733,0.00013540116,0.0000047698923,0.0014906599,3.139955e-7,2.5306854e-9,0.00022841812,0.8569413,0.00017842875],"about_ca_topic_score_codex":0.0016887992,"about_ca_topic_score_gemma":0.0025017015,"teacher_disagreement_score":0.89309746,"about_ca_system_score_codex":0.0013570299,"about_ca_system_score_gemma":0.0066804932,"threshold_uncertainty_score":0.99997747},"labels":[],"label_agreement":null},{"id":"W3115816248","doi":"10.4018/ijpss.2021010103","title":"Who Wants to Go to Work Revisited","year":2020,"lang":"en","type":"article","venue":"International Journal of Public Sociology and Sociotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Crandall University","funders":"","keywords":"Work (physics); Demographic economics; Economics; Engineering","score_opus":0.11782340333034184,"score_gpt":0.4638596021707127,"score_spread":0.34603619884037085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115816248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5789293,0.00078106136,0.0018308142,0.4167943,0.0007353721,0.00014705438,0.000009250072,0.000017749755,0.0007551025],"genre_scores_gemma":[0.8677193,0.0008364176,0.0005844295,0.12702063,0.002512912,0.000014550049,0.0000038106389,0.000017587367,0.0012903804],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852663,0.00038934455,0.00046903724,0.00013855293,0.00023098411,0.00024542768],"domain_scores_gemma":[0.9984279,0.00037577833,0.0002530133,0.00005166047,0.00063547964,0.00025614476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007643313,0.00010729987,0.00031471928,0.00011410213,0.00027084202,0.000015813133,0.0003195257,0.00015429023,0.00067272707],"category_scores_gemma":[0.0005826905,0.000084213476,0.000087450106,0.000108113,0.0000937083,0.00011562182,0.00009330583,0.00043532794,0.000116858326],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027695714,0.000029363702,0.5837876,0.000008551661,0.00058887014,0.000013947288,0.07445979,0.0000012238373,0.00015237574,0.014673945,0.31516498,0.010842394],"study_design_scores_gemma":[0.0017459214,0.00044795196,0.40015632,0.00012623299,0.0000134389,0.0000042642096,0.005151293,0.0000026852942,0.0000067235396,0.004220175,0.5879538,0.00017118524],"about_ca_topic_score_codex":0.0000043998625,"about_ca_topic_score_gemma":0.0000026529765,"teacher_disagreement_score":0.28977367,"about_ca_system_score_codex":0.00009992201,"about_ca_system_score_gemma":0.00010866183,"threshold_uncertainty_score":0.73658895},"labels":[],"label_agreement":null},{"id":"W3115908166","doi":"10.5539/ass.v17n1p91","title":"Psychological Well-being of Police Officers and Its Impact on the Level of Job Commitment and Quality of Social Relationships","year":2020,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Social psychology; Organizational commitment; Set (abstract data type); Quality (philosophy); Work (physics); Job satisfaction; Psychological well-being; Applied psychology","score_opus":0.3550737731306334,"score_gpt":0.5159869788668527,"score_spread":0.16091320573621937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115908166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8793739,0.000014051405,0.0000063024136,0.0171517,0.000034035675,0.00024557766,0.00002569049,0.000006935779,0.10314177],"genre_scores_gemma":[0.999475,0.000010069225,0.000014397396,0.00037663046,0.00006739679,0.000005254002,5.20078e-7,0.0000027520136,0.000048006877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99861187,0.0004452291,0.00031540703,0.00014594769,0.0002954722,0.00018607486],"domain_scores_gemma":[0.99906754,0.00044683967,0.0002734539,0.000053000975,0.00010341776,0.000055744782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012091954,0.00006994861,0.00021293217,0.0000263877,0.0012949709,0.0000034043399,0.00014526736,0.00006529503,0.00003219792],"category_scores_gemma":[0.00032231282,0.000044163087,0.000042234737,0.00035633644,0.0007377467,0.000061490966,0.00012386027,0.00022599535,0.0000021244018],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013754575,0.000068060544,0.35186195,0.0001003817,0.000031299074,8.8791246e-8,0.24600974,1.18983735e-7,0.0031823216,0.3947047,0.0018237467,0.0020800591],"study_design_scores_gemma":[0.0002310018,0.00010984779,0.97378844,0.000017151518,0.000008460335,2.4248775e-8,0.024810294,0.0000014846713,0.00007725362,0.0008508123,0.000063411346,0.0000418033],"about_ca_topic_score_codex":0.00033679203,"about_ca_topic_score_gemma":0.00008163932,"teacher_disagreement_score":0.6219265,"about_ca_system_score_codex":0.00003506827,"about_ca_system_score_gemma":0.000071336064,"threshold_uncertainty_score":0.996},"labels":[],"label_agreement":null},{"id":"W3115942453","doi":"10.1093/geroni/igaa057.242","title":"Mental Health Among Employed Family Caregivers: A Gender-Based Analysis on the Role of Workplace Support","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"Mental health; Social support; Mediation; Psychology; Family support; Moderated mediation; Family caregivers; Clinical psychology; Nursing; Social psychology; Medicine; Psychiatry","score_opus":0.07873278333145142,"score_gpt":0.3812252083487301,"score_spread":0.3024924250172787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115942453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95934856,0.0000576713,0.00046608577,0.034038577,0.00010341623,0.0005542833,0.000027107833,0.00006348623,0.005340784],"genre_scores_gemma":[0.9915399,0.000008240265,0.00006040533,0.00809293,0.000054663986,0.0000578598,0.00008879426,0.000012279773,0.00008492982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830836,0.00026380093,0.0006673822,0.0002084443,0.00028373915,0.00026825763],"domain_scores_gemma":[0.9990265,0.00021318259,0.00042086447,0.00016050175,0.00014745534,0.000031531086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007296013,0.00011401191,0.00027090823,0.00038143725,0.00040714175,0.000006345024,0.00012958645,0.000046070385,0.00014180997],"category_scores_gemma":[0.000099571545,0.000089827896,0.000052683627,0.0032117073,0.0000471868,0.00006648492,0.00006210861,0.00031564006,0.000012393729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000394061,0.00002335016,0.9508178,0.000046515866,0.00011268855,6.200324e-7,0.037817962,0.00017027678,0.00015672135,0.0033488537,0.0069630975,0.00050271227],"study_design_scores_gemma":[0.001252394,0.00013226552,0.86311275,0.00022280321,0.00005080145,2.1064253e-8,0.12171104,0.0017347597,0.0002601158,0.00035493515,0.010966698,0.00020143355],"about_ca_topic_score_codex":0.0007478407,"about_ca_topic_score_gemma":0.00023809995,"teacher_disagreement_score":0.08770506,"about_ca_system_score_codex":0.00015602207,"about_ca_system_score_gemma":0.00016548939,"threshold_uncertainty_score":0.36630753},"labels":[],"label_agreement":null},{"id":"W3116365549","doi":"10.29173/cjs29676","title":"The Hidden Work of Challenging Precarity","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Precarity; Overtime; Enforcement; Precarious work; Work (physics); Sociology; Face (sociological concept); Christian ministry; Public relations; Low wage; Political science; Wage; Law; Gender studies; Social science; Engineering","score_opus":0.12549116688441408,"score_gpt":0.37998660332723216,"score_spread":0.2544954364428181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116365549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5887015,0.0065955566,0.000015827593,0.39845458,0.000883218,0.0001689361,0.0000053647714,0.0000050421036,0.0051699886],"genre_scores_gemma":[0.99666345,0.00022685152,0.000008665755,0.0022062524,0.0006537617,0.0000032409935,3.1708478e-7,0.000006848669,0.00023059554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987193,0.0005146832,0.0003471886,0.000046013214,0.00007159725,0.00030122857],"domain_scores_gemma":[0.9984235,0.00083477545,0.00031204594,0.00008727965,0.0001697181,0.00017265191],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009114257,0.00005970867,0.00020178138,0.000022522872,0.0015780638,0.000002716521,0.00031732634,0.00009439545,0.00010100338],"category_scores_gemma":[0.00042299263,0.000030748397,0.00007578538,0.00006557092,0.0004614729,0.000021301677,0.000034308923,0.0007137255,0.000017196282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092785565,0.000004389643,0.60374737,0.000050695577,0.00042940216,0.000019145324,0.23744129,0.000014665789,0.00001684753,0.047284383,0.10686916,0.0040298468],"study_design_scores_gemma":[0.0009724581,0.00039136372,0.64514,0.00020092823,0.00013377701,0.0000065017966,0.061837815,0.000008793624,0.000009785612,0.042523567,0.24860212,0.00017291089],"about_ca_topic_score_codex":0.0022667928,"about_ca_topic_score_gemma":0.023242056,"teacher_disagreement_score":0.40796196,"about_ca_system_score_codex":0.00008224948,"about_ca_system_score_gemma":0.0006972379,"threshold_uncertainty_score":0.99972177},"labels":[],"label_agreement":null},{"id":"W3116882869","doi":"10.18500/1819-4907-2014-14-2-76-80","title":"Health of Children Employed in a Factory Production of England in Second Quarter of the XIX Century","year":2014,"lang":"en","type":"article","venue":"Izvestiya of Saratov University History International Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Factory (object-oriented programming); Production (economics); History; Archaeology; Economics; Computer science","score_opus":0.019431858432744538,"score_gpt":0.2802829436515438,"score_spread":0.2608510852187993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116882869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989268,0.00015700098,0.000037153633,0.0013237549,0.00065987057,0.00033645026,0.000065308406,0.000006936698,0.008145513],"genre_scores_gemma":[0.99638206,0.000031800348,0.00006366711,0.000024696163,0.000025132982,0.0000013036848,0.000025000549,0.000005015855,0.0034413484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987404,0.00032220973,0.00048254034,0.00013516302,0.00021567267,0.00010406666],"domain_scores_gemma":[0.9987419,0.00021214306,0.00063496194,0.00016787036,0.00021851559,0.000024572804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303108,0.00007609434,0.00024588822,0.00037038274,0.00007977138,2.3773711e-7,0.00018778344,0.00007508712,0.00019172003],"category_scores_gemma":[0.00019120621,0.00007202751,0.00006374705,0.00017721417,0.00020124466,0.00013685138,0.000065209315,0.0002447041,0.0000022401455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062069186,0.00013442982,0.975554,0.0000649806,0.00003961672,1.0537306e-7,0.012818794,0.00013555022,0.00029180554,0.006844519,0.0039562606,0.0000978715],"study_design_scores_gemma":[0.00094845565,0.00005601374,0.98075503,0.00024322217,0.000009314687,2.2853581e-7,0.0010989637,0.00002352852,0.00003596492,0.00022623978,0.016551496,0.000051523326],"about_ca_topic_score_codex":0.0013293133,"about_ca_topic_score_gemma":0.005014266,"teacher_disagreement_score":0.012595235,"about_ca_system_score_codex":0.0005952864,"about_ca_system_score_gemma":0.0003027907,"threshold_uncertainty_score":0.29371968},"labels":[],"label_agreement":null},{"id":"W3117471133","doi":"10.1111/imig.12804","title":"“We are part of this place, but I do not think I belong.” Temporariness, Social Inclusion and Belonging among Migrant Farmworkers in Southwestern Ontario","year":2020,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Mitacs","keywords":"Inclusion (mineral); Ethnography; Sociology; Migrant workers; Sense of place; Inclusion–exclusion principle; Sense of community; Gender studies; Political science; Economic growth; Social science; Law; Anthropology; Politics","score_opus":0.04231109618539712,"score_gpt":0.3234872332986433,"score_spread":0.2811761371132462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117471133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574174,0.00011872118,0.000047932266,0.0406124,0.00041252194,0.0004252104,0.000051989602,0.000049666505,0.00086414453],"genre_scores_gemma":[0.9966877,0.00007381158,0.000044829223,0.0006957117,0.00034668477,0.00005441776,0.000102873615,0.000017509725,0.0019764425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982987,0.00013077841,0.0006324813,0.0002963259,0.00043536705,0.00020632597],"domain_scores_gemma":[0.9990772,0.00016063373,0.00045020407,0.00007643575,0.00017849416,0.00005705821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030694576,0.00017703426,0.0002830919,0.00013483751,0.00057823106,0.000019495274,0.00016858483,0.0001520599,0.00020760279],"category_scores_gemma":[0.000105126055,0.0001611929,0.00006368395,0.00014405124,0.00007161685,0.00029696818,0.0005201082,0.000392061,0.000013953769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019896294,0.000036064004,0.8627203,0.0000621022,0.000048937974,0.000006528831,0.1334296,0.000018371047,0.0001571743,0.0002965026,0.0023842584,0.00064121105],"study_design_scores_gemma":[0.001210105,0.000046141133,0.97454,0.0005191507,0.000023131186,3.8902485e-7,0.0087708235,0.00048150946,0.00005053104,0.00042119445,0.01374891,0.00018813636],"about_ca_topic_score_codex":0.0490764,"about_ca_topic_score_gemma":0.43984723,"teacher_disagreement_score":0.39077082,"about_ca_system_score_codex":0.00019911904,"about_ca_system_score_gemma":0.000105905245,"threshold_uncertainty_score":0.9572559},"labels":[],"label_agreement":null},{"id":"W3117903122","doi":"10.1515/bis-2020-0005","title":"More than Welfare: The Experiences of Employed and Unemployed Ontario Basic Income Recipients","year":2020,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Basic income; Income Support; Welfare; Social security; Social Welfare; Unemployment; Demographic economics; Economic growth; Economics; Socioeconomics; Business; Psychology; Public economics; Labour economics; Political science","score_opus":0.07908101480371808,"score_gpt":0.37939498828286455,"score_spread":0.30031397347914646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117903122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652183,0.0022048922,0.000003141079,0.028294854,0.0012392118,0.0010270417,0.000019036926,0.00014057684,0.0018529682],"genre_scores_gemma":[0.99545884,0.0004171625,0.00006113058,0.0014516234,0.00029791545,0.00059248,0.000005840858,0.000039357205,0.001675665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688035,0.000405753,0.00093549787,0.00054990966,0.0005627122,0.00066577137],"domain_scores_gemma":[0.997946,0.0007040392,0.0004305549,0.00042823117,0.0003399605,0.00015116739],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00057780865,0.00042542865,0.00093293644,0.00009353958,0.0024363685,0.0000140975335,0.00045097206,0.00012624507,0.00019379926],"category_scores_gemma":[0.00053297245,0.00026286906,0.00014018806,0.00048515937,0.0008900774,0.00018742016,0.0012667663,0.00057754514,0.000032132975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011238582,0.000025639078,0.6273531,0.0001823668,0.00028937636,0.0000050305166,0.36811334,5.024392e-7,0.000009213662,0.000806328,0.0028587324,0.00024399668],"study_design_scores_gemma":[0.0011239385,0.00035878055,0.7396533,0.00030405863,0.00010786672,8.1184635e-7,0.24353456,0.0000023235546,0.000047822195,0.00039629955,0.014180328,0.00028992313],"about_ca_topic_score_codex":0.0049003917,"about_ca_topic_score_gemma":0.016741259,"teacher_disagreement_score":0.12457878,"about_ca_system_score_codex":0.00017559793,"about_ca_system_score_gemma":0.00013054379,"threshold_uncertainty_score":0.99998236},"labels":[],"label_agreement":null},{"id":"W3117903573","doi":"10.25318/82-003-x202001200002-eng","title":"Trends in the prevalence of depression and anxiety disorders among working-age Canadian adults between 2000 and 2016","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's College Hospital; Institute for Work & Health","funders":"","keywords":"Anxiety; Depression (economics); Confidence interval; Medicine; Demography; Population; Major depressive episode; Mental health; Psychiatry; Anxiety disorder; Mini-international neuropsychiatric interview; Environmental health; Internal medicine; Sociology","score_opus":0.04066797327105706,"score_gpt":0.2978043590125819,"score_spread":0.25713638574152486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117903573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817748,0.0015280572,6.327475e-7,0.0076956553,0.000058556783,0.00066500413,0.000034845576,0.000014525793,0.008227899],"genre_scores_gemma":[0.99702346,0.0014151004,0.0000031857555,0.00033942785,0.00010488121,0.00043360435,0.0000058983646,0.000007665933,0.00066677574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998964,0.00019207291,0.00019824314,0.00019222057,0.000101037134,0.00035240068],"domain_scores_gemma":[0.99948937,0.00016704101,0.00007055998,0.000099971294,0.000015731546,0.00015730108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448796,0.00008818799,0.00014618789,0.00007033381,0.00024563723,0.0000051310976,0.00010824298,0.000072966046,0.00002437163],"category_scores_gemma":[0.00012029702,0.000058239133,0.000017393333,0.00019902374,0.00008835659,0.00006253449,0.00007648917,0.00021114566,8.691847e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015042279,0.0000032241082,0.8541569,0.0001157847,0.000006631936,5.1540894e-7,0.007132018,8.308818e-8,8.24077e-8,0.000006399062,0.003410685,0.1351526],"study_design_scores_gemma":[0.00043469385,0.000009997797,0.9823979,0.000095119496,0.000018983574,2.3007923e-8,0.00070324936,0.0000042139545,6.343542e-7,0.000043973403,0.016227247,0.00006393652],"about_ca_topic_score_codex":0.044159204,"about_ca_topic_score_gemma":0.2228271,"teacher_disagreement_score":0.1786679,"about_ca_system_score_codex":0.000026052565,"about_ca_system_score_gemma":0.000025377458,"threshold_uncertainty_score":0.9622058},"labels":[],"label_agreement":null},{"id":"W3118281479","doi":"10.1177/0020731420986694","title":"COVID-19 and Precarious Employment: Consequences of the Evolving Crisis","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Unemployment; Coronavirus disease 2019 (COVID-19); Precarious work; Pandemic; Recession; Face (sociological concept); Work (physics); Economic growth; Social protection; Development economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Labour economics; Demographic economics; Sociology; Economics; Medicine; Social science","score_opus":0.05435065676207898,"score_gpt":0.44145900913731007,"score_spread":0.3871083523752311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118281479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6930746,0.023390587,0.0000779665,0.27903134,0.0032875917,0.00024540402,0.000054137894,0.000015262764,0.0008231128],"genre_scores_gemma":[0.97438884,0.0022808816,0.00017981273,0.02270275,0.0002238394,0.0000051054867,0.0000027680228,0.000007370282,0.00020861269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765426,0.00052113266,0.00093012786,0.00011352534,0.0005945835,0.0001864011],"domain_scores_gemma":[0.99689597,0.00045651983,0.001281792,0.00010821895,0.0011107047,0.00014680372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010284858,0.000091177346,0.0002826243,0.00008993885,0.0004737177,0.000016857848,0.00035059795,0.00005472195,0.0002650236],"category_scores_gemma":[0.00022005005,0.000059719314,0.00007926629,0.00011161337,0.00007807817,0.0001688057,0.00024452648,0.00027131863,0.000002134142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076613986,0.00008236317,0.94282633,0.0011393945,0.0003882559,0.000029034685,0.04196576,0.000026078522,0.00029945734,0.0024355398,0.00919534,0.0015358395],"study_design_scores_gemma":[0.0034976585,0.00030304395,0.6556906,0.0041142455,0.00011474869,0.00022910588,0.09321899,0.000040029645,0.00063114765,0.023004558,0.21889,0.00026585703],"about_ca_topic_score_codex":0.004189981,"about_ca_topic_score_gemma":0.0026674366,"teacher_disagreement_score":0.2871357,"about_ca_system_score_codex":0.00020882238,"about_ca_system_score_gemma":0.0017538542,"threshold_uncertainty_score":0.6334026},"labels":[],"label_agreement":null},{"id":"W3118555579","doi":"","title":"Drivers of Disparity: How Policy Responses to COVID-19 Can Increase Inequalities","year":2020,"lang":"en","type":"article","venue":"OpenDocs (Institute of Development Studies)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Economics; Mathematics; Medicine; Virology; Outbreak","score_opus":0.20702128292555694,"score_gpt":0.452535405949059,"score_spread":0.24551412302350206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118555579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7535291,0.00067176664,0.00037235444,0.2350948,0.00077313324,0.0024199917,0.00039821747,0.0001440371,0.0065966076],"genre_scores_gemma":[0.9757972,0.0012362788,0.002910182,0.013913507,0.00023281867,0.00036715987,0.00007090315,0.00003275875,0.00543919],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701643,0.00032778378,0.0009727428,0.00046323895,0.0005912783,0.0006285512],"domain_scores_gemma":[0.9976834,0.0005222086,0.0005002847,0.00029977507,0.0004302677,0.0005640653],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007540499,0.00035739195,0.0010351737,0.00029327755,0.0011900649,0.000009294899,0.00044133535,0.00008339109,0.00007174612],"category_scores_gemma":[0.0064626094,0.00030917925,0.000089141235,0.0007403553,0.00035480215,0.00020889904,0.0014971639,0.00024595566,0.000042372816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012829071,0.00015060078,0.4993947,0.0036829608,0.0015870209,0.00009161173,0.1945074,0.0000425786,0.00035533216,0.019439176,0.2778267,0.0016389935],"study_design_scores_gemma":[0.0022529068,0.00019843287,0.039047837,0.0004834584,0.00007599985,8.681199e-7,0.037355136,0.0000011006651,0.0005498449,0.00013243935,0.91945314,0.00044882597],"about_ca_topic_score_codex":0.0028721623,"about_ca_topic_score_gemma":0.0031949088,"teacher_disagreement_score":0.6416265,"about_ca_system_score_codex":0.0005320391,"about_ca_system_score_gemma":0.0035226082,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W3118723442","doi":"10.3961/jpmph.20.179","title":"Is Job Insecurity Worse for Mental Health Than Having a Part-time Job in Canada?","year":2021,"lang":"en","type":"article","venue":"Journal of Preventive Medicine and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Statistics Canada; University of Victoria; Centre for Addiction and Mental Health; Western University","funders":"National Research Foundation of Korea; Canadian Institutes of Health Research; National Research Foundation","keywords":"Job insecurity; Mental health; Job satisfaction; Psychology; Medicine; Demographic economics; Psychiatry; Social psychology; Economics; Work (physics)","score_opus":0.11685503739136206,"score_gpt":0.4362626009404096,"score_spread":0.31940756354904754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118723442","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46653476,0.011561919,0.00009799758,0.5191575,0.001274248,0.00072931556,0.000076602846,0.0000071646914,0.00056047307],"genre_scores_gemma":[0.91403323,0.014643601,0.00041714238,0.06301316,0.0021893752,0.00007020305,0.00006964097,0.000048815637,0.0055148494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956157,0.0013117674,0.0015271093,0.00023319478,0.0004823691,0.0008298678],"domain_scores_gemma":[0.9971453,0.0005646809,0.0010474769,0.00014065656,0.00045275575,0.00064916344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004979121,0.000187979,0.00094734534,0.0002155337,0.0007544652,0.000008697975,0.00012477035,0.000060421047,0.0004975025],"category_scores_gemma":[0.00071844284,0.00014160099,0.000085518084,0.00034509695,0.00006447646,0.00020728137,0.00010655369,0.000696225,0.000001612478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050273742,0.000083483916,0.50804317,0.000570732,0.00010351455,0.000015096154,0.031309374,4.1765727e-8,0.0000044778776,0.00036022713,0.44811398,0.011345615],"study_design_scores_gemma":[0.004147784,0.0008112916,0.48462895,0.0029989446,0.00001882522,0.000024788611,0.046179317,0.00001672113,0.000001086572,0.0008235253,0.46019945,0.00014932912],"about_ca_topic_score_codex":0.3484247,"about_ca_topic_score_gemma":0.80443585,"teacher_disagreement_score":0.45614436,"about_ca_system_score_codex":0.0012294815,"about_ca_system_score_gemma":0.013278302,"threshold_uncertainty_score":0.9923155},"labels":[],"label_agreement":null},{"id":"W3118862520","doi":"10.5430/rwe.v12n1p113","title":"The Effects of Human Capital by Gender on Economic Growth","year":2021,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Human capital; Economics; Incentive; Labour economics; Government (linguistics); Short run; Capital deepening; Demographic economics; Economic growth; Capital formation; Monetary economics; Financial capital; Market economy","score_opus":0.11020207319212799,"score_gpt":0.4671429771283123,"score_spread":0.35694090393618433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118862520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7341454,0.0010964465,2.517113e-7,0.0062343795,0.00026944696,0.00052160583,0.000006691017,0.000012276681,0.2577135],"genre_scores_gemma":[0.9791092,0.00036834375,0.0000025284999,0.000172903,0.00018454541,0.00031294057,0.000010611614,0.000016826923,0.019822065],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979062,0.00074238743,0.00036241414,0.0002502355,0.000110093,0.0006286508],"domain_scores_gemma":[0.9960683,0.0034039232,0.00006489062,0.00029708762,0.00008893915,0.00007688102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013397145,0.000094297466,0.000211793,0.0001607844,0.0009178817,0.000016409916,0.00021495836,0.000048109454,0.0003559664],"category_scores_gemma":[0.00012980748,0.00007371485,0.00005148768,0.00015411753,0.0001592856,0.00007059065,0.00026953968,0.0006655343,0.00037797817],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028730414,0.00009370684,0.50908655,0.0004809597,0.00009019526,0.000014676655,0.0016012209,7.121648e-7,0.0002039597,0.2828929,0.2048937,0.0006126714],"study_design_scores_gemma":[0.0042770714,0.00047342278,0.32465583,0.00079470186,0.000014204787,5.667723e-7,0.0075969836,0.000014061003,0.010356845,0.22744554,0.423854,0.0005167677],"about_ca_topic_score_codex":0.00051968766,"about_ca_topic_score_gemma":0.003511446,"teacher_disagreement_score":0.24496384,"about_ca_system_score_codex":0.00035804755,"about_ca_system_score_gemma":0.0002008155,"threshold_uncertainty_score":0.7059697},"labels":[],"label_agreement":null},{"id":"W3119437359","doi":"10.1016/j.jbusres.2020.12.045","title":"The chicken or the egg: The reciprocal relationship between job insecurity and mental health complaints","year":2021,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Universidad de Santiago de Chile","keywords":"Mental health; Absenteeism; Psychology; Job insecurity; Reciprocal; Perception; Social psychology; Demographic economics; Economics; Psychiatry; Work (physics)","score_opus":0.3661029287407351,"score_gpt":0.5409104945863756,"score_spread":0.17480756584564056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119437359","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48721254,0.00338894,0.00003327827,0.5074103,0.00043839615,0.0004964372,0.000015349782,0.0000065269587,0.0009982411],"genre_scores_gemma":[0.99093145,0.004030194,0.000031277123,0.0006261289,0.0010888072,0.00002350119,0.0000051549337,0.000016114256,0.0032473977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939063,0.0036760543,0.0006996249,0.00013437416,0.0010397664,0.0005438443],"domain_scores_gemma":[0.9884363,0.009265333,0.00032157698,0.00028749305,0.0015678429,0.00012144954],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010135219,0.00010577706,0.0002736043,0.00008260446,0.010030215,0.00009053805,0.00043268304,0.000080036225,0.00006480703],"category_scores_gemma":[0.004112195,0.00003674077,0.000053003114,0.00089953106,0.0005556713,0.00014458213,0.0005726226,0.002268427,0.000019594574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025240934,0.000033657492,0.8966876,0.00011125535,0.00007846161,0.000011995447,0.007832385,5.6256465e-7,0.0000038154767,0.0027480815,0.08774107,0.004498704],"study_design_scores_gemma":[0.0005339846,0.00007237201,0.85150176,0.00024699228,0.0000078776375,0.000026885029,0.009581764,0.0000045435213,0.0000014132298,0.0041139885,0.13386725,0.00004119943],"about_ca_topic_score_codex":0.00027928082,"about_ca_topic_score_gemma":0.0019842184,"teacher_disagreement_score":0.50678414,"about_ca_system_score_codex":0.00018653926,"about_ca_system_score_gemma":0.0013031036,"threshold_uncertainty_score":0.9912586},"labels":[],"label_agreement":null},{"id":"W3119627324","doi":"10.3390/ijerph18020663","title":"Job Insecurity in Nursing: A Bibliometric Analysis","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Workforce; Job satisfaction; Social Sciences Citation Index; Mental health; Nursing; Index (typography); Citation index; Bibliometrics; Psychology; Citation; Job insecurity; Science Citation Index; Gerontology; Medicine; Political science; Library science; Work (physics); Social psychology; Computer science; Engineering","score_opus":0.17595737341899909,"score_gpt":0.5347647701028612,"score_spread":0.3588073966838621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119627324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93686175,0.005471721,0.00008827792,0.05404257,0.00027709815,0.000110861394,0.00004142158,0.0000033391673,0.0031029743],"genre_scores_gemma":[0.98226064,0.016159711,0.000092658694,0.0006884675,0.00024055508,0.0000067364854,0.000019143026,0.000007008715,0.0005250503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961826,0.0010305784,0.00071197405,0.00017442818,0.00135188,0.00054853153],"domain_scores_gemma":[0.9982493,0.0007146353,0.00023653581,0.00010383725,0.0002966281,0.00039908531],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00413491,0.00008096084,0.00028958233,0.026702074,0.0003074842,0.00004793997,0.00024778335,0.000066476976,0.0009392228],"category_scores_gemma":[0.0007646863,0.0000698412,0.000081115795,0.016845059,0.00017417225,0.00028775685,0.00020683405,0.0009014778,0.000016683736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004910039,0.0006828019,0.9290854,0.000013736006,0.00025665775,0.00008119412,0.0021024519,5.800619e-7,0.00004687992,0.0014937771,0.002254268,0.063933164],"study_design_scores_gemma":[0.0008316217,0.00019187608,0.96802104,0.00009581547,0.000005918463,0.000013898636,0.004763504,0.000012546893,0.0000037326897,0.002558953,0.023451805,0.000049319435],"about_ca_topic_score_codex":0.00024382795,"about_ca_topic_score_gemma":0.00039957033,"teacher_disagreement_score":0.06388385,"about_ca_system_score_codex":0.0009731279,"about_ca_system_score_gemma":0.0006857081,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W3120010412","doi":"10.1111/imig.12808","title":"Immigrant–non‐immigrant wage differentials in Canada: A comparison between standard and non‐standard jobs","year":2021,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Immigration; Earnings; Disadvantage; Economics; Labour economics; Demographic economics; Earnings growth; Wage; Human capital; Nexus (standard); Political science; Economic growth","score_opus":0.034026476489408604,"score_gpt":0.3662064069115074,"score_spread":0.3321799304220988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120010412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983868,0.00033083497,0.0011895361,0.011831399,0.0009469386,0.0004150658,0.00048581883,0.000025092724,0.00090733415],"genre_scores_gemma":[0.9974132,0.0002839159,0.00011583906,0.00034924544,0.00032969192,0.00009110267,0.00042448586,0.000019567395,0.00097293797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977248,0.00019461682,0.0008064694,0.00034358443,0.0005872449,0.000343329],"domain_scores_gemma":[0.9987801,0.00035708697,0.0002366231,0.00015467651,0.00038275094,0.00008876297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003250218,0.00020460442,0.000481997,0.00013124537,0.00033047973,0.000034157223,0.00013665724,0.000100391015,0.0002753183],"category_scores_gemma":[0.00016145817,0.00018710537,0.000057118283,0.00015990256,0.00003505717,0.00016279051,0.00014007307,0.0003642065,0.0000145875765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012377532,0.000021090915,0.9817356,0.00004330504,0.000103049366,0.000020199206,0.004904273,0.00000779041,0.00073999004,0.00026792384,0.009150868,0.0028821537],"study_design_scores_gemma":[0.0015468672,0.00005089831,0.9687531,0.00032693023,0.000036308826,8.474471e-7,0.005611882,0.0002390571,0.0012355929,0.00037067314,0.021627525,0.00020034118],"about_ca_topic_score_codex":0.70584947,"about_ca_topic_score_gemma":0.9906055,"teacher_disagreement_score":0.284756,"about_ca_system_score_codex":0.00084051467,"about_ca_system_score_gemma":0.00077071437,"threshold_uncertainty_score":0.7629935},"labels":[],"label_agreement":null},{"id":"W3120061655","doi":"10.22215/etd/2014-10873","title":"An Examination of the Stability of Canadian Employment Tenures","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spell; Dominance (genetics); Stochastic dominance; Stability (learning theory); Context (archaeology); Perception; Cohort; Demographic economics; Economics; Psychology; Sociology; Geography; Econometrics; Statistics; Mathematics; Computer science","score_opus":0.05806186241553331,"score_gpt":0.39314211252937087,"score_spread":0.3350802501138376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120061655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8535143,0.00005446863,0.0000012957921,0.0004149619,0.0007843414,0.00083304895,0.00006348834,0.000016046668,0.14431804],"genre_scores_gemma":[0.98756963,0.00003372448,0.000014252487,0.000095458934,0.000072711424,0.0000868846,0.00031940005,0.000018794644,0.011789132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981827,0.00054782437,0.00056939997,0.00018527028,0.00028436232,0.0002304469],"domain_scores_gemma":[0.9983617,0.0001625342,0.0004470776,0.00045330502,0.000500939,0.000074412834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007405446,0.00014715786,0.0003224845,0.00024535213,0.00038435697,0.0000017083802,0.00024125207,0.0002533843,0.00074979104],"category_scores_gemma":[0.00016476301,0.00009194401,0.00007707925,0.00023911637,0.00004682008,0.000037757607,0.000019337042,0.00025215713,0.0000062450076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007344422,0.00021417819,0.877383,0.0028180757,0.00018465504,1.9199199e-7,0.06213471,0.0000016428303,0.0021307322,0.024581619,0.016368352,0.014109402],"study_design_scores_gemma":[0.00014714751,0.00007398476,0.9786483,0.00022598277,0.000050855677,7.3914057e-9,0.013013382,0.000002434717,0.0019357807,0.00022935001,0.005581642,0.00009112098],"about_ca_topic_score_codex":0.38178033,"about_ca_topic_score_gemma":0.955056,"teacher_disagreement_score":0.5732757,"about_ca_system_score_codex":0.00011905667,"about_ca_system_score_gemma":0.00046076832,"threshold_uncertainty_score":0.8209686},"labels":[],"label_agreement":null},{"id":"W3121212359","doi":"","title":"Extreme working hours in Western Europe and North America: A new aspect of polarization","year":2015,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extreme right; Working time; Extreme poverty; Demographic economics; Extreme weather; Political science; Work (physics); Economics; Poverty; Climate change; Politics; Law; Engineering","score_opus":0.08761403120280215,"score_gpt":0.3259188507965874,"score_spread":0.23830481959378524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121212359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819757,0.0018370383,0.00011993533,0.0010272951,0.00091401156,0.00044642968,0.000015345664,0.00008587186,0.013578408],"genre_scores_gemma":[0.9949599,0.00022291558,0.00027302207,0.00046181265,0.00034873871,0.000022179265,0.00001864527,0.000038251128,0.0036545398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980937,0.00029657513,0.0006444719,0.0003428557,0.00018013633,0.00044221772],"domain_scores_gemma":[0.99873674,0.00025151853,0.00040378582,0.0002547583,0.00012282823,0.00023035533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559002,0.00022351962,0.0004968912,0.00021596841,0.00020207948,0.000011616024,0.00014940515,0.000107489985,0.00013693322],"category_scores_gemma":[0.00027241887,0.00021509443,0.00004578673,0.00040001996,0.00019382211,0.00020390059,0.00018398768,0.0003754082,0.00012906824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039768835,0.000037802874,0.9872267,0.000027774262,0.000029793991,0.000008738921,0.0061897025,0.0000037290258,0.000023807239,0.00017066934,0.0042851376,0.0019563609],"study_design_scores_gemma":[0.0012886366,0.00009948594,0.9729606,0.0002533694,0.000028599618,0.0000032586445,0.0016106251,0.00001080859,0.0000042855527,0.00008115567,0.023439068,0.00022008961],"about_ca_topic_score_codex":0.0011855349,"about_ca_topic_score_gemma":0.007869583,"teacher_disagreement_score":0.01915393,"about_ca_system_score_codex":0.00015068565,"about_ca_system_score_gemma":0.0004965971,"threshold_uncertainty_score":0.8771296},"labels":[],"label_agreement":null},{"id":"W3121275935","doi":"","title":"Institutional Specifics and Unemployment Insurance Eligibility in Canada: How Sensitive are Employment Duration Effects?","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Entitlement (fair division); Unemployment; Duration (music); Economics; Hazard; Jump; Actuarial science; Demographic economics; Labour economics; Econometrics; Macroeconomics; Microeconomics","score_opus":0.021693672968070392,"score_gpt":0.3172783361910548,"score_spread":0.2955846632229844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121275935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98152834,0.0023295542,0.00077262457,0.013618095,0.0005874128,0.00063658046,0.000012628449,0.000024374845,0.0004903971],"genre_scores_gemma":[0.98703945,0.011337026,0.000020150372,0.0004456192,0.00034995662,0.000046689227,0.000009099643,0.000017135064,0.00073490426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963952,0.00044345035,0.00050715206,0.000315886,0.0004382282,0.0019001367],"domain_scores_gemma":[0.99897194,0.0002484519,0.00032157506,0.00014742049,0.00019135734,0.00011924696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013915083,0.00023572013,0.00035308299,0.00010755499,0.0009997379,0.000018510864,0.00010221407,0.000088244946,0.000011707243],"category_scores_gemma":[0.00018158325,0.00020222348,0.000046444446,0.00023590618,0.00007028926,0.00021962,0.00007740747,0.0019666667,0.0000076044716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00015645837,0.000052937125,0.98077554,0.000032059168,0.00008619078,0.000057756442,0.00043049583,0.000036386682,0.000047242153,0.01367452,0.000510347,0.0041400655],"study_design_scores_gemma":[0.001785534,0.00013963429,0.9749655,0.0002195638,0.000018813946,0.000084819854,0.00553809,0.000036187474,0.000029149178,0.0124303615,0.004517012,0.0002353112],"about_ca_topic_score_codex":0.18428867,"about_ca_topic_score_gemma":0.97368884,"teacher_disagreement_score":0.78940016,"about_ca_system_score_codex":0.008505435,"about_ca_system_score_gemma":0.006083407,"threshold_uncertainty_score":0.9995512},"labels":[],"label_agreement":null},{"id":"W3121387886","doi":"","title":"The Gender Wage Gap in the Canadian Provinces, 1997-2014","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wage; Gender gap; Demographic economics; Gender pay gap; Private sector; Economics; Labour economics; Geography; Political science; Economic growth","score_opus":0.15586916510618315,"score_gpt":0.4374895546311396,"score_spread":0.28162038952495644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121387886","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13899921,0.0014947101,1.09741976e-7,0.027109945,0.0015009079,0.004359081,0.00019476276,0.00003883782,0.8263024],"genre_scores_gemma":[0.96543294,0.015755076,0.000028781236,0.001165857,0.00095399347,0.0027279258,0.00014309185,0.00008626718,0.01370607],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938687,0.0023901002,0.0008442485,0.0006977297,0.0004299845,0.001769248],"domain_scores_gemma":[0.9958165,0.0020850378,0.00022020118,0.0013738129,0.0002216563,0.00028275434],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012645457,0.0003154845,0.00045928225,0.0003760263,0.0022122115,0.0001303448,0.0015914867,0.0006009356,0.00009100486],"category_scores_gemma":[0.0010492473,0.00020027746,0.000107277476,0.00014501157,0.00048974477,0.00006575522,0.0014650373,0.005163673,0.0001245681],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023136975,0.00016585253,0.6102442,0.0007100554,0.00031377617,0.0001608913,0.048814308,0.00060215034,0.0000016361582,0.021722648,0.20128347,0.115749605],"study_design_scores_gemma":[0.00057171704,0.000046583784,0.0704035,0.00021015297,0.000008105584,0.000001302382,0.018640557,0.00031552906,3.861346e-7,0.012514804,0.89695,0.00033738647],"about_ca_topic_score_codex":0.17400064,"about_ca_topic_score_gemma":0.9577523,"teacher_disagreement_score":0.8264337,"about_ca_system_score_codex":0.0044587585,"about_ca_system_score_gemma":0.007142135,"threshold_uncertainty_score":0.99936295},"labels":[],"label_agreement":null},{"id":"W3121466203","doi":"","title":"Precarius Migrant Status and Precarius Employment: The Paradox of International Right for Migrant Workers.","year":2012,"lang":"en","type":"article","venue":"Comparative labor law & policy journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Migrant workers; Demographic economics; Sociology; Socioeconomics; Labour economics; Political science; Economic growth; Economics","score_opus":0.08014467587206835,"score_gpt":0.43665986886681957,"score_spread":0.3565151929947512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121466203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95889413,0.012125511,0.00021820195,0.017064339,0.0017882052,0.0015064667,0.00047680558,0.000041694966,0.007884638],"genre_scores_gemma":[0.9938281,0.0004200962,0.0003625559,0.0011064146,0.0019433715,0.00019287372,0.000018773493,0.000025563819,0.0021022335],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972052,0.0005405697,0.00079151103,0.00019147634,0.00037109008,0.0009001336],"domain_scores_gemma":[0.99712294,0.0011998306,0.00062462705,0.00021929883,0.0005511987,0.00028209615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007850495,0.00028017093,0.0005265945,0.0001237914,0.0015346352,0.000040071023,0.00031698073,0.00010497109,0.00012553982],"category_scores_gemma":[0.00013576109,0.00016929631,0.00015494552,0.00022470868,0.00039151154,0.0003198866,0.00016737946,0.00059829117,0.000013575691],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072943413,0.0002722995,0.7103982,0.00007138192,0.0010088531,0.0000017980494,0.096825145,0.000009591086,0.00024248523,0.14086892,0.04903434,0.0005375775],"study_design_scores_gemma":[0.001937781,0.0001564238,0.31227186,0.00020256046,0.000112087066,0.000011973111,0.003326159,0.000017721295,0.00025096518,0.0045236535,0.67699856,0.00019028097],"about_ca_topic_score_codex":0.0015319064,"about_ca_topic_score_gemma":0.0012810566,"teacher_disagreement_score":0.6279642,"about_ca_system_score_codex":0.00016584084,"about_ca_system_score_gemma":0.00021748252,"threshold_uncertainty_score":0.9997652},"labels":[],"label_agreement":null},{"id":"W3121499088","doi":"10.2139/ssrn.3390281","title":"Zero Hours Contracts and Their Growth","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Leverhulme Trust","keywords":"Zero (linguistics); Economics; Business; Philosophy; Linguistics","score_opus":0.01601498251582823,"score_gpt":0.32117794361754776,"score_spread":0.30516296110171953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121499088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760629,0.0055929637,0.00033204642,0.0057559647,0.0005640255,0.00032340217,0.000002677849,0.00004724802,0.011318767],"genre_scores_gemma":[0.982779,0.008276105,0.000005713282,0.00071286137,0.00031581518,0.000008495568,0.0000017503933,0.000023458213,0.007876798],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997089,0.00018773178,0.00026591428,0.00015330134,0.00012876405,0.002175244],"domain_scores_gemma":[0.9992916,0.00022836831,0.0001701106,0.00010449483,0.000116788855,0.000088630644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014506022,0.00015047347,0.00024551264,0.00006942027,0.00064725487,0.000012512112,0.00012655323,0.00009650835,0.000090571644],"category_scores_gemma":[0.00007045293,0.00010050854,0.00006010306,0.00007417022,0.000034299217,0.00015574675,0.00006460762,0.0022959355,0.00017399529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114921204,0.000039546645,0.7356032,0.000027329628,0.00031199062,0.0000018617155,0.0025631986,4.0250973e-7,0.00047081325,0.2500411,0.002800497,0.008025142],"study_design_scores_gemma":[0.004282617,0.0008652588,0.1562636,0.00023309373,0.000059787173,0.00011087979,0.02253125,0.00000804856,0.00006105922,0.7924266,0.022714583,0.0004432479],"about_ca_topic_score_codex":0.00011099288,"about_ca_topic_score_gemma":0.00048374615,"teacher_disagreement_score":0.57933956,"about_ca_system_score_codex":0.0003284395,"about_ca_system_score_gemma":0.00084040663,"threshold_uncertainty_score":0.99748254},"labels":[],"label_agreement":null},{"id":"W3121560457","doi":"","title":"The Effect of Formal Versus Informal Job Security on Employee Involvement Programs","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Job satisfaction; Job security; Business; Employee research; Test (biology); Metropolitan area; Perception; Employee engagement; Government (linguistics); Job insecurity; Control (management); Set (abstract data type); Public relations; Psychology; Management; Social psychology; Work (physics); Economics; Political science","score_opus":0.029919220687143065,"score_gpt":0.3420056114392457,"score_spread":0.3120863907521026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121560457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795534,0.0019792211,0.000018311397,0.0013953685,0.0009540947,0.000759623,0.0000019101,0.00003878239,0.015299294],"genre_scores_gemma":[0.9925437,0.0041604117,0.0000019738538,0.000073679745,0.0004470099,0.000095177085,0.000002748759,0.000020157955,0.0026551613],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952851,0.0003740798,0.0005986828,0.00012714596,0.00050018675,0.0031148375],"domain_scores_gemma":[0.998712,0.00052020256,0.00034123287,0.0002214502,0.00011506775,0.00009002524],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033404906,0.00021810996,0.0002801239,0.00007172554,0.0022200935,0.000018806213,0.0003313653,0.000110876055,0.00008104741],"category_scores_gemma":[0.00013673332,0.00012359739,0.00018554262,0.00016619747,0.00010233392,0.00023233422,0.00014022723,0.0028079473,0.00014283347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003624787,0.00013720186,0.6999957,0.00016731954,0.0012625088,0.0000036837387,0.0076518827,0.000006873266,0.000010817471,0.123993255,0.0059913294,0.15715465],"study_design_scores_gemma":[0.09131362,0.18969701,0.14224187,0.0019973663,0.0014420925,0.00009926436,0.07607826,0.00050327653,0.000814525,0.09038409,0.40236408,0.0030645418],"about_ca_topic_score_codex":0.000081421276,"about_ca_topic_score_gemma":0.0030081864,"teacher_disagreement_score":0.5577538,"about_ca_system_score_codex":0.00057971076,"about_ca_system_score_gemma":0.00027507823,"threshold_uncertainty_score":0.9994926},"labels":[],"label_agreement":null},{"id":"W3121572840","doi":"10.3386/w20273","title":"Long-Term Unemployment and the Great Recession: The Role of Composition, Duration Dependence, and Non-Participation","year":2014,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Unemployment; Current Population Survey; Duration (music); Demographics; Matching (statistics); Economics; Demographic economics; Term (time); Great recession; Panel data; Recession; Beveridge curve; Econometrics; Population; Unemployment rate; Labour economics; Demography; Statistics; Keynesian economics; Mathematics; Physics; Macroeconomics; Sociology","score_opus":0.20000186937436001,"score_gpt":0.5312850469603723,"score_spread":0.3312831775860122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121572840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96072567,0.0011760169,0.00004025347,0.014341476,0.00026552385,0.0021096093,0.00003676717,0.000010354455,0.021294307],"genre_scores_gemma":[0.9971771,0.0011883298,0.00002845202,0.00006491354,0.00032132174,0.0005945752,0.00013599575,0.000012719095,0.00047657898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709576,0.0010317981,0.00078381103,0.00030902968,0.0005444836,0.00023513717],"domain_scores_gemma":[0.995611,0.0027204559,0.00051891373,0.0002662664,0.0008329588,0.000050410115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048721083,0.00014412441,0.0003568539,0.00018039109,0.0008664586,0.000028666576,0.00026215782,0.00020604572,0.000113508846],"category_scores_gemma":[0.00024920874,0.00008664948,0.000055824952,0.00006730761,0.0006473218,0.0000895999,0.00076220435,0.00068724365,0.00001393697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008408231,0.00007499908,0.6110164,0.00069783523,0.00032252725,2.8530962e-7,0.00450743,0.0003721385,0.00030507025,0.3744534,0.0037421398,0.0036669536],"study_design_scores_gemma":[0.0020536897,0.00010564746,0.49675307,0.0007411039,0.000067758134,0.0000011952221,0.0005462646,0.004488008,0.0005282415,0.49423125,0.0003193994,0.00016438351],"about_ca_topic_score_codex":0.00069964235,"about_ca_topic_score_gemma":0.0004932553,"teacher_disagreement_score":0.11977784,"about_ca_system_score_codex":0.00018921265,"about_ca_system_score_gemma":0.00030359346,"threshold_uncertainty_score":0.6664186},"labels":[],"label_agreement":null},{"id":"W3121630146","doi":"","title":"Outsourcing Immigration Compliance","year":2009,"lang":"en","type":"article","venue":"Fordham law review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration law; Deportation; Government (linguistics); Outsourcing; Nationality; Political science; Population; Compliance (psychology); Immigration policy; Business; Law; Sociology","score_opus":0.13549682635262542,"score_gpt":0.4655588366139104,"score_spread":0.330062010261285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121630146","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044143293,0.31868598,0.00219566,0.1296682,0.0012345962,0.0043275077,0.000021361277,0.00068924326,0.5387631],"genre_scores_gemma":[0.7357366,0.112464026,0.0008493904,0.13583283,0.00092692894,0.00034412133,0.000098857,0.000041843265,0.013705381],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988375,0.00013883795,0.00042221995,0.00016570477,0.00013420665,0.0003015748],"domain_scores_gemma":[0.9993897,0.00006975908,0.0001590607,0.00023304771,0.000096966796,0.00005148026],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003937744,0.00012220323,0.00033733554,0.000012593183,0.0006977157,0.0000041081435,0.00010552581,0.00004594431,0.00034486616],"category_scores_gemma":[0.000045546396,0.00009270455,0.00008517104,0.0001281909,0.000020466254,0.00010497058,0.00003201851,0.00020092283,0.0007998658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016000859,0.000089464134,0.011813449,0.008279093,0.000044583216,0.00000741418,0.001026859,9.050315e-7,0.00007468451,0.54011196,0.3461114,0.09242422],"study_design_scores_gemma":[0.00015885329,0.000053889184,0.0075034155,0.009104931,0.000034511355,7.0609264e-7,0.000047886933,0.0000058872392,0.0000037009886,0.002348217,0.9806182,0.00011984145],"about_ca_topic_score_codex":0.00011265829,"about_ca_topic_score_gemma":0.0001777105,"teacher_disagreement_score":0.7313223,"about_ca_system_score_codex":0.0000436764,"about_ca_system_score_gemma":0.000018223822,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W3121632883","doi":"10.24148/wp2015-19","title":"Cyclical and market determinants of involuntary part-time employment","year":2015,"lang":"en","type":"article","venue":"Federal Reserve Bank of San Francisco, Working Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Recession; Business cycle; Economics; Great recession; Workforce; Work (physics); Labour economics; Panel data; Empirical research; Demographic economics; Macroeconomics; Econometrics; Engineering; Economic growth","score_opus":0.06729320556306152,"score_gpt":0.35113488066250503,"score_spread":0.2838416750994435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121632883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97046584,0.0033946065,0.0000039666816,0.0014888567,0.0006618445,0.0007741205,0.000041108335,0.0000680941,0.023101578],"genre_scores_gemma":[0.9880995,0.00033340458,0.0005151003,0.00040067438,0.00037037703,0.00018748059,0.000019832149,0.00005621252,0.010017396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996781,0.0005132506,0.001063739,0.00040278723,0.000575354,0.00066387636],"domain_scores_gemma":[0.99823195,0.0004562359,0.00042134052,0.00043348287,0.00022821453,0.00022875627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010851041,0.00032729225,0.00086177996,0.000104441504,0.0005806198,0.000019109708,0.00027873326,0.00022251767,0.0007215978],"category_scores_gemma":[0.00038566408,0.00027116842,0.00010309143,0.00020779272,0.0003857144,0.00035892575,0.0006303951,0.00037543447,0.000027734748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010722824,0.00008026321,0.9373591,0.00035296657,0.00009787701,0.000015248432,0.0035326446,0.0000010180105,0.00064064015,0.00014353407,0.054683525,0.0020208755],"study_design_scores_gemma":[0.0024040148,0.0009885596,0.8328519,0.0025797253,0.000072579736,0.000006022002,0.003685277,0.000018253379,0.0009629665,0.002552037,0.15333846,0.00054021954],"about_ca_topic_score_codex":0.0009751118,"about_ca_topic_score_gemma":0.0046580182,"teacher_disagreement_score":0.10450724,"about_ca_system_score_codex":0.00006907575,"about_ca_system_score_gemma":0.00013873991,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W3121667237","doi":"10.17848/wp10-170","title":"Policies for Displaced Workers: An American Perspective","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Perspective (graphical); Displaced workers; Political science; Sociology; Economics; Economic growth; Computer science; Artificial intelligence; Unemployment","score_opus":0.08606632745315426,"score_gpt":0.4985268369624218,"score_spread":0.4124605095092675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121667237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74457383,0.0002126224,0.0029579857,0.06756911,0.00439856,0.006063028,0.00043239148,0.00097284495,0.17281964],"genre_scores_gemma":[0.8839148,0.00011460013,0.006267734,0.003635453,0.0041190838,0.0041473955,0.00023855691,0.00015695141,0.09740541],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979219,0.000206526,0.0004439353,0.0005804706,0.00017770093,0.000669475],"domain_scores_gemma":[0.99774176,0.0005440035,0.0004144528,0.0006203081,0.00051886594,0.0001606123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004037436,0.00035302102,0.00062371435,0.00013613047,0.0010438839,0.000023656123,0.00035598918,0.00036853648,0.00031613922],"category_scores_gemma":[0.00030258083,0.00027009187,0.00019218076,0.00010006582,0.0002821739,0.00006270658,0.0008226925,0.001544295,0.000060831462],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006488789,0.00032677953,0.4663986,0.0006617084,0.00080215046,0.0000015914395,0.121151514,0.000011946718,0.00014520762,0.14441417,0.26202673,0.0034107398],"study_design_scores_gemma":[0.001644486,0.0005989105,0.29621726,0.0005508813,0.00032807593,2.9946736e-7,0.46434066,0.00015526307,0.00004032905,0.057838533,0.17682056,0.0014647375],"about_ca_topic_score_codex":0.032029435,"about_ca_topic_score_gemma":0.0273875,"teacher_disagreement_score":0.34318915,"about_ca_system_score_codex":0.00024592972,"about_ca_system_score_gemma":0.00033111262,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W3121685115","doi":"","title":"Assessing the Regulation of Temporary Foreign Workers in Canada","year":2011,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; State (computer science); Context (archaeology); Migrant workers; Political science; Political geography; Political economy; Space (punctuation); Sociology; Economic geography; Law; Economics; Geography; Economic growth","score_opus":0.11080993325379312,"score_gpt":0.36642678313677973,"score_spread":0.2556168498829866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121685115","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29583296,0.00021492249,0.000071563685,0.0011263908,0.00039273142,0.00017760794,0.0000018229412,0.000007687544,0.7021743],"genre_scores_gemma":[0.9990028,0.00002477377,0.00025416387,0.00031624475,0.00013067262,0.00000872966,0.0000016910153,0.000012503675,0.00024838402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985278,0.00035278886,0.0005165719,0.00008351128,0.00024030235,0.00027900058],"domain_scores_gemma":[0.99914026,0.00019083178,0.0003798741,0.00013462035,0.00009862687,0.00005578526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007941204,0.00008931399,0.00017435019,0.000036349564,0.0008535395,0.000008320441,0.00015403895,0.00005100507,0.00033535613],"category_scores_gemma":[0.000033675715,0.00005669232,0.000038804308,0.000110329696,0.000050501465,0.00026097792,0.00005611595,0.00048878626,0.0000030168517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019691133,0.000012468811,0.9569195,0.000020591466,0.00002427597,0.0000080949385,0.0007531071,0.000007860785,0.000016286507,0.037861202,0.0036951236,0.0006617766],"study_design_scores_gemma":[0.00039860714,0.000017390246,0.9326399,0.00034876904,0.000011948873,0.000005421214,0.029639384,0.000024671082,0.00003578183,0.036164425,0.0006379927,0.00007568317],"about_ca_topic_score_codex":0.98824835,"about_ca_topic_score_gemma":0.99583554,"teacher_disagreement_score":0.7031699,"about_ca_system_score_codex":0.00024379688,"about_ca_system_score_gemma":0.00072466314,"threshold_uncertainty_score":0.65648216},"labels":[],"label_agreement":null},{"id":"W3121836161","doi":"10.2139/ssrn.2851777","title":"Hours Worked in Europe and the US: New Data, New Answers","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Political science","score_opus":0.039705081063328276,"score_gpt":0.3601511109444073,"score_spread":0.32044602988107906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121836161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64921904,0.036883578,0.004072546,0.29826027,0.0013214577,0.001012377,0.00000937887,0.0000984378,0.009122895],"genre_scores_gemma":[0.83,0.08466529,0.00004941252,0.0019358178,0.0019810668,0.0000075521775,0.0000041371545,0.000051956336,0.081304766],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968228,0.0004943885,0.00036684456,0.00021419533,0.00019157163,0.0019102264],"domain_scores_gemma":[0.9989115,0.00041654595,0.00017736855,0.00031625608,0.00005294193,0.00012537262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028476624,0.00014406939,0.00023311553,0.00007561794,0.0005353024,0.00001619135,0.00045893827,0.00006532214,0.00010194647],"category_scores_gemma":[0.00042576977,0.000067715795,0.000029935005,0.00023486787,0.00009947191,0.00024901234,0.00024845643,0.0016302248,0.00008497289],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085222523,0.000027327189,0.5600004,0.000008347325,0.0002873362,0.0000073916353,0.0030945619,9.923234e-7,0.000042521333,0.124482214,0.101617634,0.20957904],"study_design_scores_gemma":[0.026398884,0.0003992862,0.27695134,0.00095376454,0.00017957011,0.000081878636,0.008672912,0.000009670571,0.000003450651,0.31300503,0.37278116,0.0005630533],"about_ca_topic_score_codex":0.0017663134,"about_ca_topic_score_gemma":0.021630382,"teacher_disagreement_score":0.29632446,"about_ca_system_score_codex":0.00027782161,"about_ca_system_score_gemma":0.0033860803,"threshold_uncertainty_score":0.9962223},"labels":[],"label_agreement":null},{"id":"W3122178951","doi":"","title":"The Intergenerational Effects Of Worker Displacement","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Unemployment; Shock (circulatory); Demographic economics; Distribution (mathematics); Sociology; Economics; Labour economics; Psychology; Political science; Economic growth; Medicine; Finance","score_opus":0.04819237795690246,"score_gpt":0.4257414685482381,"score_spread":0.3775490905913356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122178951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79472524,0.0018381485,0.000008172365,0.008288739,0.003523764,0.0034083365,0.000044658682,0.00003929896,0.18812364],"genre_scores_gemma":[0.9137326,0.03869528,0.00014021128,0.00019862027,0.001343106,0.0022957444,0.00006512842,0.000059290982,0.043470036],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968748,0.00083275436,0.0008504253,0.00043970172,0.00028544225,0.00071685156],"domain_scores_gemma":[0.99553746,0.0032786804,0.0002693492,0.00065325486,0.0001748355,0.000086402324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002308564,0.0002141401,0.00040379708,0.00017001701,0.0008618503,0.000021733109,0.00050126505,0.00030091946,0.00014363132],"category_scores_gemma":[0.0006590728,0.0001579774,0.00013533741,0.00006475143,0.00027875023,0.000036626363,0.0019667402,0.0018905703,0.000024861512],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000911691,0.0005955065,0.3972163,0.0024467113,0.001303677,0.0000150435,0.011715663,0.004781656,0.0002451916,0.020052204,0.024006322,0.53671],"study_design_scores_gemma":[0.0026041872,0.00026090967,0.22559974,0.0035305012,0.00004466463,5.35172e-7,0.00426441,0.0029982454,0.0002985078,0.005529136,0.7541144,0.00075477007],"about_ca_topic_score_codex":0.000079784906,"about_ca_topic_score_gemma":0.0021700582,"teacher_disagreement_score":0.7301081,"about_ca_system_score_codex":0.0008616086,"about_ca_system_score_gemma":0.00055973517,"threshold_uncertainty_score":0.82136923},"labels":[],"label_agreement":null},{"id":"W3122247439","doi":"10.2139/ssrn.1678052","title":"Temporary Foreign Workers and Regional Labour Market Disparities in Canada","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Labour economics; Demographic economics; Economics","score_opus":0.018388423268559877,"score_gpt":0.30168117157336727,"score_spread":0.2832927483048074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122247439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569628,0.007758659,0.000028630611,0.024944255,0.00015277672,0.0002041507,0.000005652266,0.00001483547,0.009928211],"genre_scores_gemma":[0.9807087,0.0067346822,0.000011229194,0.0019289665,0.0002450965,0.000009986417,0.0000036827266,0.000011901274,0.010345721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970426,0.00021889935,0.00036613113,0.00015003736,0.00023440133,0.0019879262],"domain_scores_gemma":[0.999471,0.00015822916,0.00014070384,0.000085650994,0.00005020512,0.000094192554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010789447,0.00014520313,0.00022608848,0.00008808411,0.00061107107,0.000009542697,0.00012519781,0.00006430138,0.00007671232],"category_scores_gemma":[0.00004318115,0.00011973515,0.000031412925,0.00013542814,0.000030187333,0.00014855787,0.000033425073,0.0019765575,0.0000018723543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010484893,0.00001111498,0.9244257,0.000011470136,0.000036590012,0.000011253536,0.00008930334,9.123024e-7,0.0000011115192,0.04413946,0.028852524,0.0023156975],"study_design_scores_gemma":[0.0008480262,0.000098898316,0.75454915,0.0001314817,0.000008593835,0.000034054097,0.024716318,0.0000069068,2.7877138e-7,0.21375896,0.005699111,0.00014824308],"about_ca_topic_score_codex":0.716814,"about_ca_topic_score_gemma":0.9686097,"teacher_disagreement_score":0.2517957,"about_ca_system_score_codex":0.0018525658,"about_ca_system_score_gemma":0.008092347,"threshold_uncertainty_score":0.9975309},"labels":[],"label_agreement":null},{"id":"W3122323862","doi":"10.1016/j.labeco.2019.02.004","title":"Delving into the demand side: Changes in workplace specialization and job polarization","year":2019,"lang":"en","type":"preprint","venue":"Labour Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada; University of Essex","keywords":"Outsourcing; Polarization (electrochemistry); Labour economics; Technological change; Demographic economics; Occupational mobility; Business; Micro level; Economics; Marketing; Microeconomics; Economic impact analysis","score_opus":0.03383993142475917,"score_gpt":0.3354347348393427,"score_spread":0.30159480341458356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122323862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793823,0.0013852153,0.00029333262,0.013144802,0.0018290268,0.0010984679,0.000025695821,0.000039814644,0.0028013715],"genre_scores_gemma":[0.97758454,0.009790326,0.00016143307,0.0018308505,0.0011273734,0.00013972296,0.00009737136,0.0000515918,0.009216772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861723,0.00025798092,0.00042563558,0.0003588471,0.000049827155,0.00029045285],"domain_scores_gemma":[0.9988716,0.00033831346,0.00037749187,0.0003070453,0.000068545865,0.000036950823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072937936,0.00021091336,0.0003569874,0.0001256669,0.00046600358,0.000053164484,0.00018082892,0.0003794408,0.00009255054],"category_scores_gemma":[0.00013230037,0.00017970815,0.000027928916,0.00007736006,0.00004330616,0.00008958093,0.00086324185,0.00063332607,0.00004034146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002245119,0.000007011109,0.94264555,0.00037235662,0.000040048682,3.8137205e-7,0.015005534,0.0010820199,0.000006981377,0.038870912,0.0001822133,0.0017645148],"study_design_scores_gemma":[0.0007942782,0.000024131077,0.88464016,0.00077808177,0.00005216081,3.2189212e-7,0.0044248393,0.0011625373,0.000015399743,0.06325704,0.04439724,0.00045378692],"about_ca_topic_score_codex":0.0016695985,"about_ca_topic_score_gemma":0.0544771,"teacher_disagreement_score":0.058005393,"about_ca_system_score_codex":0.00027177448,"about_ca_system_score_gemma":0.00013960004,"threshold_uncertainty_score":0.96277624},"labels":[],"label_agreement":null},{"id":"W3122399075","doi":"","title":"The effects of being out of the labor market on subsequent wages: evidence for Uruguay","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Displaced workers; Earnings; Labour economics; Wage; Economics; Quarter (Canadian coin); Sample (material); Displacement (psychology); Real wages; Demographic economics; Economic growth; Geography","score_opus":0.10972665925784744,"score_gpt":0.45372273779424455,"score_spread":0.34399607853639713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122399075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296269,0.002644128,0.0000015176304,0.006891061,0.004733025,0.007856697,0.00011040931,0.000026149697,0.048110157],"genre_scores_gemma":[0.95102006,0.034767848,0.000042495965,0.00014493102,0.00043377434,0.0021365315,0.000005409342,0.00005736263,0.011391572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957563,0.0016246206,0.000917239,0.00044463252,0.00033809114,0.0009190996],"domain_scores_gemma":[0.97474796,0.023023354,0.0005812316,0.0012554216,0.0003067887,0.000085265514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006517147,0.0002509851,0.0005835579,0.00013255746,0.00083689135,0.000014398742,0.0010157302,0.0003446052,0.000033468852],"category_scores_gemma":[0.008245883,0.00015298398,0.00025929476,0.00008263151,0.0004628914,0.00005512812,0.0018592725,0.0016884482,0.0000040831487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002024648,0.00038051262,0.7960127,0.01955449,0.00095849455,0.000003280002,0.026003273,0.00013860855,0.0010582339,0.012696289,0.008978731,0.1321907],"study_design_scores_gemma":[0.0031239158,0.00077475654,0.7974588,0.033796243,0.00018525105,3.8719546e-7,0.0108561935,0.00034111465,0.003634696,0.014905581,0.13394259,0.0009804352],"about_ca_topic_score_codex":0.000138293,"about_ca_topic_score_gemma":0.000886115,"teacher_disagreement_score":0.13121027,"about_ca_system_score_codex":0.00072772446,"about_ca_system_score_gemma":0.00066825474,"threshold_uncertainty_score":0.9871687},"labels":[],"label_agreement":null},{"id":"W3122403857","doi":"","title":"Long-Term Unemployment and the Great Recession: The Role of Composition, Duration Dependence, and Non-Participation","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Unemployment; Current Population Survey; Demographics; Duration (music); Economics; Matching (statistics); Demographic economics; Panel data; Great recession; Term (time); Recession; Beveridge curve; Labour economics; Population; Econometrics; Unemployment rate; Demography; Keynesian economics; Economic growth; Statistics; Mathematics","score_opus":0.014220413916602495,"score_gpt":0.3360848781698468,"score_spread":0.3218644642532443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122403857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98493874,0.0026873015,0.0017778846,0.009221902,0.0001289547,0.00040705307,7.8355816e-7,0.00001076057,0.0008266083],"genre_scores_gemma":[0.9943758,0.0047566295,0.000007732694,0.00018543772,0.00023032007,0.00004561241,0.0000033193348,0.000008716883,0.00038643603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809283,0.00055663247,0.00039063202,0.00011150314,0.00020843424,0.00063998427],"domain_scores_gemma":[0.9990626,0.00033050624,0.00032090204,0.00011864086,0.00012895877,0.000038383416],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024798783,0.00010147388,0.00017044392,0.000036891943,0.0015135576,0.000018064056,0.00010057305,0.000054063956,0.000018811263],"category_scores_gemma":[0.00005355718,0.000050081137,0.00003259735,0.000079258105,0.0001485586,0.00012442868,0.00006901709,0.0007514595,0.0000040331165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033916035,0.000029221415,0.8551612,0.000027949438,0.00012659088,1.8055853e-7,0.0035880744,0.0000046576833,0.00050568895,0.11620308,0.000099332254,0.023914898],"study_design_scores_gemma":[0.004212047,0.00048034696,0.7449283,0.00029469022,0.0002516764,0.000045929195,0.0047008446,0.00064547354,0.0003932115,0.24314986,0.000716062,0.0001815357],"about_ca_topic_score_codex":0.000091215894,"about_ca_topic_score_gemma":0.0013968573,"teacher_disagreement_score":0.12694678,"about_ca_system_score_codex":0.00010632837,"about_ca_system_score_gemma":0.00017195285,"threshold_uncertainty_score":0.9997863},"labels":[],"label_agreement":null},{"id":"W3122410011","doi":"","title":"The Long-term Earnings Impact of Post-secondary Education Following Job Loss","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Job loss; Attendance; Marital status; Displaced workers; Secondary education; Demographic economics; Job training; Demography; Labour economics; Psychology; Vocational education; Economics; Unemployment; Economic growth; Population; Pedagogy; Sociology; Finance","score_opus":0.05899770643645218,"score_gpt":0.44114280791873445,"score_spread":0.38214510148228226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122410011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8777373,0.00095026015,2.9162095e-7,0.00058780296,0.0014226179,0.0014248741,0.000039749357,0.00003175787,0.11780539],"genre_scores_gemma":[0.97450507,0.013333682,0.000027019862,0.00006586283,0.0003958471,0.00061570737,0.000091264534,0.00007913799,0.010886382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99596816,0.00097443326,0.0010820926,0.0006378902,0.0002626929,0.0010747088],"domain_scores_gemma":[0.9961013,0.0016516356,0.0005719092,0.0010904456,0.00040763404,0.00017705094],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003535953,0.0003373718,0.0006622128,0.0003949523,0.0011826936,0.000040806437,0.0008932536,0.00052962016,0.00037571727],"category_scores_gemma":[0.0009939857,0.0002586788,0.00051675655,0.00011172542,0.00036508273,0.00012964715,0.002009587,0.003610091,0.00004302113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016429328,0.000086293105,0.8978765,0.0004121669,0.000362182,0.0000059944414,0.0047151456,0.000013651652,0.000046655234,0.00020420714,0.00033918515,0.095773734],"study_design_scores_gemma":[0.00042964937,0.00015197505,0.99289995,0.0008438826,0.000021056863,0.0000010922845,0.0022286046,0.000008062991,0.00001370373,0.0012896723,0.0018582899,0.00025407434],"about_ca_topic_score_codex":0.0024240783,"about_ca_topic_score_gemma":0.0024267389,"teacher_disagreement_score":0.10691901,"about_ca_system_score_codex":0.0013120106,"about_ca_system_score_gemma":0.0052721812,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W3122522065","doi":"10.1111/j.1468-0297.2008.02246.x","title":"You’re Fired! the Causal Negative Effect of Entry Unemployment on Life Satisfaction","year":2009,"lang":"en","type":"article","venue":"The Economic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":332,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Psychology; Political science; Sociology; Management; Economics; Economic growth","score_opus":0.03400721340147521,"score_gpt":0.3647525645322818,"score_spread":0.33074535113080655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122522065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95802873,0.0002071285,0.00000615405,0.030295173,0.0013946285,0.00047270517,0.000010583564,0.00001922544,0.009565693],"genre_scores_gemma":[0.9959222,0.00037112524,0.0000028505262,0.0013959822,0.0011746816,0.000017577138,9.982956e-7,0.0000109452685,0.0011036182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982313,0.0007501519,0.00048449996,0.00011198836,0.000116728115,0.00030531254],"domain_scores_gemma":[0.9981089,0.0011150538,0.0004649961,0.0002089972,0.000028400018,0.00007361279],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001299713,0.0001519928,0.0002743485,0.000042080464,0.0013080663,0.00001421944,0.00018283426,0.00006250665,0.00068272086],"category_scores_gemma":[0.00011737227,0.00007300404,0.00011576533,0.000034793986,0.00007306661,0.00008060464,0.000045591747,0.0006923086,0.0002441609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022230856,0.00006890678,0.52448255,0.00005670886,0.0009536187,0.000006713147,0.029742213,0.0019449207,0.0001781804,0.008855347,0.3840714,0.047416355],"study_design_scores_gemma":[0.003282806,0.0020404384,0.9701911,0.00031836634,0.00018701385,0.0000114954355,0.005268375,0.00016268606,0.00050545856,0.0082284175,0.009571527,0.0002323063],"about_ca_topic_score_codex":0.000225519,"about_ca_topic_score_gemma":0.00014232566,"teacher_disagreement_score":0.44570857,"about_ca_system_score_codex":0.0003464165,"about_ca_system_score_gemma":0.00013651312,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W3122573950","doi":"","title":"Nouvelles pratiques de travail et taux de demissions: problemes methodologiques et donnees empiriques pour le Canada","year":2003,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.11558205371420462,"score_gpt":0.45196603049969186,"score_spread":0.33638397678548726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122573950","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6388189,0.0085851895,0.00034103545,0.13804725,0.00084174436,0.004534509,0.0004320593,0.00024591162,0.20815338],"genre_scores_gemma":[0.25279203,0.53235483,0.12251319,0.009687491,0.0007551345,0.004317513,0.00026440766,0.00044094594,0.07687443],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9678352,0.025583485,0.0019696911,0.0014911696,0.0004370065,0.0026834758],"domain_scores_gemma":[0.98383796,0.013081825,0.0007272192,0.0010715704,0.00058943074,0.0006919994],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02433247,0.0008941553,0.0015465707,0.00043030948,0.001362644,0.00015157646,0.0011088453,0.0017597295,0.0003954332],"category_scores_gemma":[0.011050119,0.0008813751,0.00028798758,0.00020913986,0.0006716351,0.0002607699,0.0015493133,0.006805208,0.000008106206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000810485,0.0017679523,0.4443536,0.0061488664,0.0020577202,0.00035959098,0.13015147,0.0077584926,0.0018515638,0.10469616,0.17534663,0.124697454],"study_design_scores_gemma":[0.0018865621,0.00045626165,0.13164897,0.005923667,0.000086802436,0.00003811902,0.18387496,0.0012536515,0.0027523488,0.05349,0.61635333,0.0022353102],"about_ca_topic_score_codex":0.57724524,"about_ca_topic_score_gemma":0.9366587,"teacher_disagreement_score":0.5237697,"about_ca_system_score_codex":0.0053315945,"about_ca_system_score_gemma":0.06946563,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W3122586313","doi":"","title":"Contingent, Temporary Unemployment Insurance’s Impacts on Employment and Unemployment Durations","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Rheinische Friedrich-Wilhelms-Universität Bonn","keywords":"Unemployment; Duration (music); Economics; Panel data; Labour economics; Demographic economics; Econometrics; Economic growth","score_opus":0.0948544485058673,"score_gpt":0.43073919008243033,"score_spread":0.335884741576563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122586313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8904651,0.000899236,0.0000021170163,0.0062778452,0.00152182,0.004488066,0.00030043765,0.00018784909,0.09585755],"genre_scores_gemma":[0.95875347,0.026754487,0.00012564241,0.0012699161,0.00085147633,0.0019574964,0.00025088777,0.000198487,0.009838145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920334,0.0011394955,0.0021618933,0.0016790577,0.00078691717,0.0021992265],"domain_scores_gemma":[0.9948243,0.0020854787,0.0007227595,0.0014304138,0.00033429815,0.00060275465],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0047948062,0.0008409567,0.0012699052,0.0011923773,0.0015530863,0.00011135097,0.00064978044,0.0009258682,0.00019212114],"category_scores_gemma":[0.00061200454,0.00080919935,0.00024120956,0.0002709873,0.0005074896,0.00015615251,0.0027020376,0.00428509,0.00007209751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004989784,0.00058751425,0.9508346,0.0006788547,0.00042306754,0.00007942035,0.003563969,0.0004649056,0.000057308007,0.0016730007,0.0037389908,0.03739941],"study_design_scores_gemma":[0.00545357,0.0011456399,0.7483239,0.004875219,0.000063570194,0.000005555343,0.0071510486,0.00038201467,0.00019139706,0.0041551087,0.22624458,0.0020083694],"about_ca_topic_score_codex":0.0010992849,"about_ca_topic_score_gemma":0.0035960947,"teacher_disagreement_score":0.22250558,"about_ca_system_score_codex":0.0026908333,"about_ca_system_score_gemma":0.0010868674,"threshold_uncertainty_score":0.99974674},"labels":[],"label_agreement":null},{"id":"W3122632433","doi":"","title":"The Decreasing Effect of Skin Tone on Women's Full-Time Employment","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Demographic economics; White (mutation); Tone (literature); African american; Demography; Medicine; Skin color; Full-time; Psychology; Economics; Sociology; Economic growth","score_opus":0.012468621594434253,"score_gpt":0.3594489477474482,"score_spread":0.34698032615301394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122632433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989742,0.0035469437,0.000056715857,0.0020792782,0.0005715671,0.00041476288,0.0000014940949,0.000033948483,0.0035533248],"genre_scores_gemma":[0.9896659,0.002297087,0.0000064992987,0.00016197722,0.000886862,0.000073498784,0.0000016309834,0.000034369354,0.0068721743],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941131,0.0010006735,0.00049027975,0.00012328643,0.00040315225,0.0038695012],"domain_scores_gemma":[0.9976413,0.0015534277,0.0003528459,0.00021889622,0.00007816889,0.00015532412],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0073672715,0.00020905769,0.00033996234,0.0000818858,0.0018436653,0.000010424919,0.0002388184,0.000090130634,0.00014306801],"category_scores_gemma":[0.00035114624,0.00011772,0.00013170489,0.00014631943,0.00007124004,0.000115128016,0.00009719391,0.0019105431,0.00023551863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007469076,0.0007997121,0.42828912,0.00017766975,0.0036711155,0.0000046686537,0.023341682,0.000010592699,0.005471456,0.2729435,0.010271222,0.24755017],"study_design_scores_gemma":[0.032475267,0.04953617,0.2473174,0.0036453814,0.0014211935,0.00052108685,0.087135985,0.000057453817,0.006645443,0.23236588,0.33526638,0.0036123737],"about_ca_topic_score_codex":0.000046537803,"about_ca_topic_score_gemma":0.00010984538,"teacher_disagreement_score":0.32499516,"about_ca_system_score_codex":0.0016246726,"about_ca_system_score_gemma":0.00056414277,"threshold_uncertainty_score":0.9994558},"labels":[],"label_agreement":null},{"id":"W3122651375","doi":"","title":"Impact of Individual and Institutional Factors on Wage Rate for Nurses in Canada: Is There a Monopsony Market?","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Monopsony; Microdata (statistics); Wage; Labour economics; Economics; Economic shortage; Efficiency wage; Incentive; Demographic economics; Microeconomics; Medicine; Population","score_opus":0.10545335994026428,"score_gpt":0.4388645667084988,"score_spread":0.33341120676823455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122651375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696165,0.00017883407,8.485963e-8,0.00066126866,0.0006906005,0.0018009881,0.0023467024,0.0000067587903,0.024698313],"genre_scores_gemma":[0.9914488,0.004717165,0.000013623802,0.00005771977,0.00010544634,0.00045588159,0.000113045724,0.000032916087,0.0030554044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974001,0.00041128168,0.0006431023,0.0005732731,0.00021894944,0.000753305],"domain_scores_gemma":[0.9969296,0.0018690592,0.00036321423,0.000575079,0.0001259388,0.00013714738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017893465,0.0002925158,0.0006859156,0.00033947002,0.0006039978,0.000028538225,0.00050990155,0.0003342432,0.00015343804],"category_scores_gemma":[0.00093756797,0.00024616352,0.00012116267,0.000040036983,0.00027376792,0.00007656757,0.00085507287,0.0014800023,8.109209e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040054048,0.00006389862,0.97131,0.00034420702,0.0002598361,0.0000073196006,0.0023133182,0.00019643577,0.0000037247241,0.00015679383,0.0029933231,0.021950599],"study_design_scores_gemma":[0.001012464,0.000121214034,0.9885174,0.00069815683,0.00000902102,1.5070326e-7,0.001828792,0.00026322628,0.000006566345,0.0006707163,0.00666075,0.00021154758],"about_ca_topic_score_codex":0.4696623,"about_ca_topic_score_gemma":0.74672145,"teacher_disagreement_score":0.27705914,"about_ca_system_score_codex":0.002762807,"about_ca_system_score_gemma":0.0074031767,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W3122824413","doi":"10.17848/1075-8445.27(4)-2","title":"Impacts of the COVID-19 Pandemic and the CARES Act on Earnings and Inequality","year":2020,"lang":"en","type":"article","venue":"Employment Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"University of Illinois at Urbana-Champaign; York University; W.E. Upjohn Institute for Employment Research","keywords":"Earnings; Unemployment; Pandemic; Economics; Inequality; Coronavirus disease 2019 (COVID-19); Labour economics; Demographic economics; Payment; Population; Panel data; Distribution (mathematics); Economic inequality; Economic growth; Medicine; Finance","score_opus":0.37861811470161966,"score_gpt":0.5460538319285441,"score_spread":0.1674357172269244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122824413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.849496,0.0006308944,0.0000024887784,0.14739016,0.00005879178,0.0011088923,0.000013940907,0.000033361892,0.0012654685],"genre_scores_gemma":[0.99192935,0.0008244827,0.0000020863529,0.0061153113,0.00013171067,0.00011985732,0.0000023421674,0.000014029755,0.0008608031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517006,0.003013027,0.00033771645,0.0002774903,0.00072406506,0.00047764886],"domain_scores_gemma":[0.9952105,0.0039750626,0.00012417426,0.00029067276,0.00014333709,0.00025624063],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044110324,0.00012911744,0.00027635644,0.00005251721,0.0016873502,0.000018851219,0.00027056952,0.00008454096,0.000112950875],"category_scores_gemma":[0.004625835,0.000060468697,0.000048952566,0.0003050145,0.0007617334,0.000047764534,0.00091746,0.0010193092,0.000014944737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005018617,0.000015486059,0.9412227,0.00022354534,0.00003960279,0.0000010320047,0.031066237,8.876669e-7,0.00028595055,0.0030752101,0.023243584,0.0003238648],"study_design_scores_gemma":[0.0042859404,0.00055293477,0.8531842,0.0001676762,0.000026963533,0.0000010157287,0.010086426,0.00001505913,0.00017225598,0.0021965725,0.12916121,0.00014973558],"about_ca_topic_score_codex":0.005232199,"about_ca_topic_score_gemma":0.0009341,"teacher_disagreement_score":0.14243338,"about_ca_system_score_codex":0.00010713443,"about_ca_system_score_gemma":0.00028035825,"threshold_uncertainty_score":0.99961233},"labels":[],"label_agreement":null},{"id":"W3122911268","doi":"10.2139/ssrn.2283561","title":"Child Labor Variation by Type of Respondent: Evidence from a Large-Scale Study","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Variation (astronomy); Respondent; Scale (ratio); Psychology; Geography; Political science; Cartography; Physics","score_opus":0.029657234759473107,"score_gpt":0.3761101647243803,"score_spread":0.3464529299649072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122911268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854382,0.0075793755,0.00046644558,0.00498865,0.00040520364,0.0006759016,0.000015106496,0.00003123932,0.0003998224],"genre_scores_gemma":[0.9904355,0.003845121,0.000025239082,0.00021229412,0.00035404103,0.000041951662,0.0000064290416,0.000021182412,0.0050582536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686754,0.0006355112,0.00052188855,0.00019480081,0.0003613947,0.0014188597],"domain_scores_gemma":[0.9986747,0.00029224434,0.00037050876,0.00020838784,0.0003871523,0.00006701972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020127944,0.00013704358,0.00026187286,0.000081882776,0.000760461,0.000013105512,0.00024546855,0.00009145024,0.0007419311],"category_scores_gemma":[0.00030242506,0.00010715376,0.000051652412,0.00026493554,0.000018264192,0.00030990972,0.00009941602,0.0016838966,0.00024279529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027695068,0.00043980085,0.965229,0.000015138302,0.00040988732,7.476747e-7,0.020060817,0.0000014281069,0.001736595,0.0022759577,0.008648545,0.0009051831],"study_design_scores_gemma":[0.0023918028,0.0014935742,0.9123701,0.00032329359,0.00015059175,0.0000028180054,0.044351928,0.000031670257,0.00003704817,0.035220258,0.003393143,0.00023380801],"about_ca_topic_score_codex":0.0025260765,"about_ca_topic_score_gemma":0.0038322927,"teacher_disagreement_score":0.05285889,"about_ca_system_score_codex":0.00041731988,"about_ca_system_score_gemma":0.0007684229,"threshold_uncertainty_score":0.81236255},"labels":[],"label_agreement":null},{"id":"W3122941382","doi":"","title":"How Have the Risk of Layoff and Earnings Losses of Laid-off Workers Evolved Since the Late 1970s in Canada?","year":2011,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layoff; Earnings; Business; Labour economics; Demographic economics; Economics; Unemployment; Finance; Economic growth","score_opus":0.1479340283887372,"score_gpt":0.41066660797724197,"score_spread":0.26273257958850477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122941382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95333165,0.008218136,0.0000012686487,0.033498295,0.0000811357,0.000657165,0.000031133488,0.000011157937,0.0041700364],"genre_scores_gemma":[0.9790806,0.015386971,0.000015602978,0.00016186865,0.00005522641,0.00011717904,0.0000012248408,0.000016324859,0.005164984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962855,0.0013803605,0.0005134265,0.00026821083,0.0007544313,0.0007980609],"domain_scores_gemma":[0.9938422,0.004769734,0.00019358753,0.00039644132,0.00071085524,0.0000872097],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024017158,0.00020050138,0.0005881332,0.00007990857,0.0014111924,0.0000123482805,0.00036853636,0.00007299949,0.000074706484],"category_scores_gemma":[0.003605635,0.00009963074,0.00007283625,0.00055733684,0.0024029054,0.0001894928,0.00076963456,0.0010035398,0.000003596132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024862797,0.000027049055,0.9720055,0.00021933713,0.0005431575,0.0000047524354,0.017545534,0.000002000711,0.000018513701,0.0015197751,0.007062898,0.0008028588],"study_design_scores_gemma":[0.00035062977,0.00014231227,0.86598974,0.00026277156,0.000056657744,2.2510059e-7,0.11192036,0.000012723861,0.000043038002,0.001042168,0.020080082,0.00009926023],"about_ca_topic_score_codex":0.5594293,"about_ca_topic_score_gemma":0.9399276,"teacher_disagreement_score":0.38049832,"about_ca_system_score_codex":0.00013936836,"about_ca_system_score_gemma":0.00047513144,"threshold_uncertainty_score":0.99988884},"labels":[],"label_agreement":null},{"id":"W3123053398","doi":"","title":"An Institutional Perspective on the Employment Position of Temporary Workers in the Netherlands","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Position (finance); Labour economics; Government (linguistics); Temporary work; Labour law; Perspective (graphical); Distribution (mathematics); Power (physics); Economics; Business; Economic growth; Work (physics)","score_opus":0.030908988441289042,"score_gpt":0.38785975473549933,"score_spread":0.3569507662942103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123053398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96385443,0.000890659,0.0006492989,0.020243552,0.00018077866,0.00040113716,0.0000024332808,0.0000128435195,0.013764838],"genre_scores_gemma":[0.9978691,0.00037022497,0.0000056049907,0.0009923218,0.0004234803,0.00001864405,0.0000042369293,0.00000950925,0.0003068896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99754447,0.0005422666,0.00035861856,0.00012037591,0.00035658706,0.0010777098],"domain_scores_gemma":[0.9991359,0.0003739836,0.0001948411,0.00015286404,0.00011103987,0.0000313638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060276263,0.000113144735,0.00012744305,0.000114614144,0.0010332364,0.0000075606913,0.00026399296,0.000070757545,0.000037787384],"category_scores_gemma":[0.00005176758,0.000057341735,0.00006716148,0.00024046951,0.00009843169,0.00010917141,0.000020530599,0.0021321082,0.0000101210335],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037210924,0.00018220724,0.444044,0.0000030095223,0.000089823676,0.0000049529326,0.008377949,0.000020661188,0.00005178684,0.54523337,0.000696072,0.00092408585],"study_design_scores_gemma":[0.001090682,0.0011379136,0.5099297,0.00015475985,0.0000227017,0.000029751232,0.29213354,0.000007139087,0.000020896456,0.1941256,0.001218163,0.00012911233],"about_ca_topic_score_codex":0.0009820623,"about_ca_topic_score_gemma":0.006453263,"teacher_disagreement_score":0.35110778,"about_ca_system_score_codex":0.0012849593,"about_ca_system_score_gemma":0.0012570642,"threshold_uncertainty_score":0.9263067},"labels":[],"label_agreement":null},{"id":"W3123057655","doi":"","title":"On Voters' Attitudes Towards Unemployment Insurance Subsidies across Regions: A Canadian Simulation","year":2004,"lang":"en","type":"preprint","venue":"OpenCommons - UConn (University of Connecticut)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Generosity; Unemployment; Subsidy; Moral hazard; Asset (computer security); Economics; Income protection insurance; Labour economics; Actuarial science; Insurance policy; Demographic economics; General insurance; Incentive; Economic growth; Microeconomics; Political science","score_opus":0.08380907328183264,"score_gpt":0.38861095399173146,"score_spread":0.30480188070989883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123057655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95670265,0.0004464117,0.00060351845,0.016664976,0.0014387296,0.002313216,0.00089512987,0.00026496963,0.020670392],"genre_scores_gemma":[0.99594736,0.0003825101,0.00015980388,0.0005327157,0.00010616613,0.00001927938,0.00013852067,0.00005983673,0.0026538179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967876,0.0005102215,0.0005343408,0.0008010856,0.0004509012,0.00091585965],"domain_scores_gemma":[0.9963971,0.00093327666,0.00069155544,0.0010102988,0.0006068873,0.0003609315],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006668482,0.0005353709,0.0010372116,0.00039762305,0.0028581019,0.000037447717,0.0009560813,0.00066282693,0.00039521992],"category_scores_gemma":[0.00032893784,0.0006116225,0.00032777843,0.00032880867,0.00044856043,0.000268577,0.0013179794,0.0013855139,0.00021579459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016722528,0.0009240545,0.65790486,0.0035138421,0.0031601249,0.00050352927,0.1585501,0.06369948,0.00001644902,0.08146658,0.02394996,0.0046387967],"study_design_scores_gemma":[0.006541646,0.0007961975,0.8602722,0.009878324,0.00048631162,0.000003894653,0.055863734,0.0007087066,0.000028487333,0.027304504,0.03587632,0.0022396331],"about_ca_topic_score_codex":0.44654268,"about_ca_topic_score_gemma":0.8043977,"teacher_disagreement_score":0.35785502,"about_ca_system_score_codex":0.0016083583,"about_ca_system_score_gemma":0.0017830885,"threshold_uncertainty_score":0.9996335},"labels":[],"label_agreement":null},{"id":"W3123151084","doi":"","title":"Ethnic Inequality in Canada: Economic and Health Dimensions","year":2007,"lang":"en","type":"article","venue":"Social and Economic Dimensions of an Aging Population Research Papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ethnic group; Disadvantaged; Immigration; Inequality; Census; Demographic economics; Context (archaeology); Population; Social inequality; Socioeconomic status; Geography; Political science; Gender studies; Demography; Sociology; Economic growth; Economics","score_opus":0.22043253031637355,"score_gpt":0.5001981081757177,"score_spread":0.2797655778593442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123151084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910838,0.0002451852,3.6756447e-7,0.0068525095,0.000212789,0.00040647393,0.00003063551,0.000016409036,0.0011518423],"genre_scores_gemma":[0.9988235,0.00042592877,0.000042148997,0.0003766792,0.00009584331,0.000013955665,0.00003785265,0.000013869317,0.00017017883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978627,0.00042224588,0.00066597917,0.00030262597,0.00013253605,0.0006139031],"domain_scores_gemma":[0.9989655,0.00047558593,0.00017438595,0.0001369401,0.00003765948,0.000209951],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038399934,0.000115519004,0.00034920903,0.00021938178,0.0013086731,0.0000059448157,0.00007142743,0.00007813261,0.00006187369],"category_scores_gemma":[0.000049797225,0.00010465655,0.000025237821,0.000092610106,0.00012779345,0.00013667406,0.00018483118,0.00040281026,0.000004530995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035904566,0.000017515673,0.9775057,0.00006506839,0.000022247643,0.0000014054116,0.0043887873,0.00004418161,0.00004149694,0.0064175953,0.00090801617,0.010552079],"study_design_scores_gemma":[0.0004931249,0.000041009716,0.9813898,0.00006055663,0.0000031675659,2.4257042e-7,0.015757067,0.00013377744,0.000002773118,0.0011007251,0.0009132304,0.00010450633],"about_ca_topic_score_codex":0.94855857,"about_ca_topic_score_gemma":0.98867697,"teacher_disagreement_score":0.04011844,"about_ca_system_score_codex":0.0012954862,"about_ca_system_score_gemma":0.00086576206,"threshold_uncertainty_score":0.9999915},"labels":[],"label_agreement":null},{"id":"W3123164859","doi":"","title":"Building Flexibility and Accountability Into Local Employment Services: Synthesis of OECD Studies in Belgium, Canada, Denmark and the Netherlands","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Flexibility (engineering); Context (archaeology); Unemployment; Business; Labour market flexibility; Economic growth; Political science; Economics; Management; Geography","score_opus":0.0893867511584049,"score_gpt":0.42490878637794843,"score_spread":0.33552203521954355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123164859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889623,0.0032100915,9.956058e-7,0.0011708639,0.00033610326,0.0018002099,0.00005329359,0.000012329589,0.004453803],"genre_scores_gemma":[0.97695124,0.02149798,0.00012492748,0.00013161181,0.000094261944,0.0010021562,0.000004087709,0.000034377455,0.00015934202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948303,0.0018792577,0.0012872742,0.0009154779,0.0003059689,0.00078169495],"domain_scores_gemma":[0.9918773,0.0064868117,0.00036811657,0.0009082412,0.00023231423,0.00012717274],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008539532,0.00036709217,0.0012393143,0.00021352098,0.00059292006,0.000017631723,0.0005203574,0.00036865496,0.00004566392],"category_scores_gemma":[0.00066379743,0.00027026483,0.00007684777,0.00008901508,0.0017395458,0.000078198434,0.0036477528,0.0018117635,8.005258e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009353411,0.00008764038,0.91879344,0.0048043155,0.0003795188,0.0000056054946,0.02792834,0.00014066961,0.000003981596,0.0005775096,0.0000589366,0.04628471],"study_design_scores_gemma":[0.003792821,0.00014175936,0.7855189,0.004707697,0.00012748592,0.0000021143878,0.15461127,0.0014485661,0.00011553807,0.04457579,0.004001715,0.00095637003],"about_ca_topic_score_codex":0.55663854,"about_ca_topic_score_gemma":0.93593425,"teacher_disagreement_score":0.3792957,"about_ca_system_score_codex":0.0019514479,"about_ca_system_score_gemma":0.001111449,"threshold_uncertainty_score":0.99997497},"labels":[],"label_agreement":null},{"id":"W3123170332","doi":"10.1111/caje.12564","title":"COVID‐19 pandemic and economic scenarios for Ontario","year":2022,"lang":"en","type":"preprint","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Socioeconomic status; Pandemic; Public health; Coronavirus disease 2019 (COVID-19); Public economics; Subsidy; Work (physics); Psychological intervention; Public policy; Economic model; Economics; Development economics; Environmental health; Economic growth; Medicine; Population; Macroeconomics; Engineering","score_opus":0.3176163090180269,"score_gpt":0.31030745563395207,"score_spread":0.0073088533840748315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123170332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97599053,0.0010506005,0.000029485627,0.008629373,0.008339583,0.0018686253,0.0022764828,0.000019027602,0.0017962853],"genre_scores_gemma":[0.9756953,0.0011474085,0.00040559308,0.0055312044,0.0027516733,0.0007473313,0.0003037796,0.00020242788,0.013215297],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557376,0.00025593987,0.0019886103,0.0007735043,0.0000041655994,0.0014039938],"domain_scores_gemma":[0.99165213,0.0009044222,0.0021714333,0.0006105919,0.00018185592,0.004479552],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022902177,0.0006063341,0.0016037023,0.0010163202,0.001688061,0.00009010942,0.0008931851,0.0006650351,0.004271313],"category_scores_gemma":[0.00054417516,0.00074683054,0.00046841896,0.00003665205,0.00024040087,0.00021710168,0.00036141326,0.002473431,0.000014897184],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00037048032,0.000012974614,0.8110891,0.00095484295,0.0011490762,0.00011405273,0.02627006,0.016313318,7.166159e-7,0.112398565,0.030100774,0.0012260537],"study_design_scores_gemma":[0.0020308215,0.0004088182,0.006038049,0.00022706477,0.00025034172,0.00015397926,0.0043876665,0.00029181875,3.1172607e-7,0.21123703,0.77410394,0.000870145],"about_ca_topic_score_codex":0.94270444,"about_ca_topic_score_gemma":0.9999122,"teacher_disagreement_score":0.805051,"about_ca_system_score_codex":0.041328367,"about_ca_system_score_gemma":0.054606523,"threshold_uncertainty_score":0.9998279},"labels":[],"label_agreement":null},{"id":"W3123208181","doi":"10.1108/pr-07-2020-0563","title":"Freelance job search during times of uncertainty: protean career orientation, career competencies and job search","year":2021,"lang":"en","type":"article","venue":"Personnel Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mediation; Population; Psychology; Value (mathematics); Originality; Job analysis; Job shadow; Public relations; Job design; Business; Job satisfaction; Social psychology; Job performance; Sociology; Computer science; Political science","score_opus":0.10546120635506721,"score_gpt":0.39638031811996743,"score_spread":0.2909191117649002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123208181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7527423,0.22926983,0.0000138656105,0.010206945,0.00020805822,0.0017150578,0.00008367763,0.00006495123,0.005695331],"genre_scores_gemma":[0.84057426,0.14371456,0.0004761547,0.0012032269,0.00035529383,0.00046386215,0.00006811957,0.00005515878,0.013089382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749064,0.0006177265,0.0005063221,0.00038147927,0.0005051677,0.0004986684],"domain_scores_gemma":[0.9982291,0.0002666233,0.00011143617,0.0003452148,0.0009271986,0.0001204448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082808593,0.0001947819,0.00061595935,0.000058823116,0.00083972636,0.000011397609,0.00016150124,0.0000718147,0.0010317371],"category_scores_gemma":[0.0003866415,0.00015687312,0.000101586054,0.00039064873,0.00016027343,0.000108238324,0.0003093681,0.0004143809,0.00006113669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032099142,0.000041303265,0.88721037,0.04315643,0.00021266828,0.000034518063,0.055517234,0.000006754382,0.0007431041,0.002765806,0.007341542,0.0029381507],"study_design_scores_gemma":[0.0031520992,0.00024951866,0.7285993,0.04673107,0.00049896457,0.000030986295,0.1592046,0.000099623074,0.0006884101,0.00026765247,0.059357487,0.0011202644],"about_ca_topic_score_codex":0.0012307032,"about_ca_topic_score_gemma":0.00086994894,"teacher_disagreement_score":0.15861106,"about_ca_system_score_codex":0.00009832206,"about_ca_system_score_gemma":0.0002669095,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W3123324133","doi":"10.2139/ssrn.2162753","title":"Sons' Unexpected Long Term Scarring Due to Fathers' Unemployment","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Term (time); Unemployment; Psychology; Labour economics; Economics; Medicine; Physics; Macroeconomics","score_opus":0.03255127491917599,"score_gpt":0.37155552764059807,"score_spread":0.3390042527214221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123324133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98165834,0.004382723,0.0027960597,0.006117691,0.0013145317,0.0005880958,0.0000030084316,0.00014990273,0.0029896565],"genre_scores_gemma":[0.9880018,0.0006915329,0.00005267289,0.0006184419,0.0019509296,0.00008123657,0.0000042173046,0.00006211077,0.008537042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931909,0.00034775247,0.00055262865,0.00022283108,0.00038646327,0.0052994345],"domain_scores_gemma":[0.9989258,0.000118039134,0.00022225897,0.00024728986,0.00013001754,0.00035659882],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021617725,0.00027295237,0.00036082242,0.00020561098,0.0016604617,0.00002033856,0.0002995959,0.00013161985,0.00020985928],"category_scores_gemma":[0.00009781409,0.00022195884,0.0001427038,0.00027249337,0.000026863723,0.00026396636,0.00019946916,0.0024951312,0.00052433583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009202204,0.00012871511,0.9492889,0.000027643897,0.00040345194,0.000006968426,0.0075889267,0.0000038258727,0.0006413234,0.025953306,0.0020523386,0.013812563],"study_design_scores_gemma":[0.0042425888,0.0009936078,0.88851035,0.00075384544,0.00033059777,0.00032475055,0.059240658,0.000005937996,0.00040083536,0.020599183,0.023214623,0.0013830023],"about_ca_topic_score_codex":0.00014365984,"about_ca_topic_score_gemma":0.0017010388,"teacher_disagreement_score":0.060778543,"about_ca_system_score_codex":0.0020314797,"about_ca_system_score_gemma":0.00091137824,"threshold_uncertainty_score":0.99980617},"labels":[],"label_agreement":null},{"id":"W3123324453","doi":"","title":"Bounding the Causal Effect of Unemployment on Mental Health: Nonparametric Evidence from Four Countries","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Mental health; Nonparametric statistics; Quarter (Canadian coin); Economics; Demographic economics; Public health; Econometrics; Psychology; Economic growth; Medicine; Psychiatry; Geography","score_opus":0.13778831968729766,"score_gpt":0.4737855085120322,"score_spread":0.33599718882473456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123324453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96356624,0.0023771338,9.737786e-7,0.016517572,0.0029272349,0.00443864,0.00037061318,0.000044888107,0.009756699],"genre_scores_gemma":[0.93470836,0.060587473,0.000038280792,0.00027747246,0.0006423539,0.0010899545,0.00006829815,0.00007620989,0.0025115956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99286336,0.0028627468,0.0012622153,0.0009672174,0.0007542227,0.0012902378],"domain_scores_gemma":[0.9836541,0.013117482,0.0010842453,0.0017945128,0.00016069163,0.00018896855],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009515971,0.00046934222,0.0012565657,0.000529493,0.002796488,0.00010557665,0.0013705177,0.00044572324,0.0001343032],"category_scores_gemma":[0.0032509295,0.00034121043,0.00023578938,0.00012568777,0.0007119082,0.00011754282,0.002791694,0.003358783,0.00005680565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016569316,0.00012346248,0.9196711,0.002129386,0.00062891445,0.000019281311,0.009949089,0.00047296987,0.00002412931,0.00043339992,0.0061926204,0.058698677],"study_design_scores_gemma":[0.008923213,0.0066191447,0.6728627,0.05573474,0.00019861035,0.0000043343175,0.008551123,0.0030273574,0.0007434655,0.0054752566,0.2352457,0.002614335],"about_ca_topic_score_codex":0.006630604,"about_ca_topic_score_gemma":0.0039546764,"teacher_disagreement_score":0.24680842,"about_ca_system_score_codex":0.0031175904,"about_ca_system_score_gemma":0.0014378639,"threshold_uncertainty_score":0.9999843},"labels":[],"label_agreement":null},{"id":"W3123435053","doi":"","title":"Precarious Positions: Policy Options to Mitigate Risks in Non-standard Employment","year":2016,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarious work; Work (physics); Legislation; Legislature; Flexibility (engineering); Globalization; Safety net; Business; Labour economics; Political science; Public economics; Economics; Law; Engineering","score_opus":0.07272661848236085,"score_gpt":0.435209510450184,"score_spread":0.3624828919678232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123435053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57026607,0.00035885422,0.0012294936,0.41514516,0.0019058433,0.0023842084,0.00064984773,0.00021006669,0.007850432],"genre_scores_gemma":[0.9610668,0.0009143035,0.00077323295,0.03288289,0.00087919115,0.0014479372,0.00011716055,0.0000498116,0.0018686986],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974084,0.00024090147,0.00070185773,0.000447966,0.00030607014,0.00089482113],"domain_scores_gemma":[0.998673,0.000216937,0.0001313721,0.0005397261,0.00012932956,0.0003096314],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00041933847,0.0003170927,0.0004169093,0.00048501624,0.0013273652,0.000018650639,0.00035173696,0.00013980386,0.00023753788],"category_scores_gemma":[0.00010271831,0.00024058795,0.00010872616,0.00049044297,0.00017508873,0.00042104264,0.0005710004,0.0003709969,0.00049624866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038902633,0.00042794915,0.47458255,0.00010172853,0.00025104417,0.00009171547,0.008932725,0.00005322676,0.0013272599,0.009426907,0.46953765,0.03487822],"study_design_scores_gemma":[0.0039744833,0.0004032763,0.29966587,0.0018014413,0.000053550662,0.0000028217676,0.00088154094,0.0000021865737,0.00026972906,0.0032322446,0.689176,0.0005368279],"about_ca_topic_score_codex":0.008209973,"about_ca_topic_score_gemma":0.011705298,"teacher_disagreement_score":0.39080068,"about_ca_system_score_codex":0.0014398319,"about_ca_system_score_gemma":0.00023840863,"threshold_uncertainty_score":0.99997276},"labels":[],"label_agreement":null},{"id":"W3123441928","doi":"","title":"Who is still Standing in Line? Addressing a Mismatch of Skills and Jobs in the Canadian Labour Market","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Unemployment; Labour economics; Resilience (materials science); Recession; Psychological resilience; Great recession; Unemployment rate; Active labour market policies; Youth unemployment; Economics; Business; Economic growth; Macroeconomics; Psychology","score_opus":0.08787604152727586,"score_gpt":0.4209244382734249,"score_spread":0.33304839674614906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123441928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93427145,0.00046372693,1.11649484e-7,0.0062229238,0.00020553342,0.0017357684,0.00020185507,0.000007842984,0.05689078],"genre_scores_gemma":[0.97927135,0.01474215,0.00008430094,0.0005232508,0.00014418877,0.00045376175,0.0000175558,0.00004556247,0.0047178795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99570817,0.00130428,0.0009922013,0.00059102353,0.0002633008,0.001141006],"domain_scores_gemma":[0.9967822,0.0019941935,0.00026252525,0.0006201112,0.00016031651,0.00018067274],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005496463,0.00027118274,0.0007168705,0.0009296069,0.00041716066,0.00007161286,0.0005436167,0.0005674303,0.00036251725],"category_scores_gemma":[0.00092225603,0.00022928645,0.00006278221,0.00022170147,0.00026869043,0.000096065516,0.0008984509,0.0030753785,0.000004757282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004100619,0.000062412844,0.9512881,0.0010455521,0.000046812816,0.000026495416,0.031485084,0.00007212807,0.0000035481587,0.00050292944,0.0017677423,0.013658196],"study_design_scores_gemma":[0.0011694207,0.000050337578,0.94791305,0.0044600777,0.0000066459284,0.0000010828614,0.01732958,0.00095374155,0.0000055759947,0.0043456214,0.023407793,0.00035705123],"about_ca_topic_score_codex":0.2100472,"about_ca_topic_score_gemma":0.7855577,"teacher_disagreement_score":0.5755105,"about_ca_system_score_codex":0.001596077,"about_ca_system_score_gemma":0.0014864515,"threshold_uncertainty_score":0.99922454},"labels":[],"label_agreement":null},{"id":"W3123544316","doi":"","title":"Over-education and life satisfaction among immigrant and non-immigrant workers in Canada","year":2017,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Life satisfaction; Demographic economics; Higher education; Population; Psychology; Sociology; Political science; Economic growth; Social psychology; Demography; Economics","score_opus":0.08450864252885437,"score_gpt":0.4487901923037177,"score_spread":0.3642815497748633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123544316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727743,0.0045655677,6.8979455e-7,0.019081498,0.00032045887,0.000637439,0.00000939612,0.000014189825,0.0025964323],"genre_scores_gemma":[0.98584473,0.011280324,0.000009977698,0.00036543942,0.00019415672,0.00028152866,0.000002843348,0.00001796608,0.002003049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973678,0.00033154318,0.00046249497,0.00044990072,0.0005724273,0.00081586035],"domain_scores_gemma":[0.9979969,0.0009122591,0.000116292234,0.0003834831,0.00032928496,0.00026176864],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010833698,0.00021562133,0.0005203485,0.00012573224,0.0038272731,0.00007032289,0.0001534695,0.00009549509,0.00006343792],"category_scores_gemma":[0.0020598625,0.00016658126,0.000033505654,0.0001837082,0.0009833,0.00056942005,0.0005693247,0.000740381,0.0000071199156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012814085,0.000018920418,0.97353137,0.00026339182,0.00017244242,0.000008128711,0.0038694525,3.067357e-7,0.000021672387,0.000548296,0.015214025,0.0062238616],"study_design_scores_gemma":[0.00055181753,0.00006657652,0.9334068,0.0004179865,0.000023075756,3.7067e-7,0.059949476,0.000017530858,0.0000028001502,0.00089895446,0.0044999793,0.00016468148],"about_ca_topic_score_codex":0.96800613,"about_ca_topic_score_gemma":0.9973582,"teacher_disagreement_score":0.056080025,"about_ca_system_score_codex":0.00042067716,"about_ca_system_score_gemma":0.001001099,"threshold_uncertainty_score":0.9974696},"labels":[],"label_agreement":null},{"id":"W3123611819","doi":"10.3386/w25236","title":"Long Time Out: Unemployment and Joblessness in Canada and the United States","year":2018,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Unemployment; Demographic economics; Economics; Labour economics; Economic growth","score_opus":0.2616837572209687,"score_gpt":0.5231495275863133,"score_spread":0.2614657703653446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123611819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672868,0.0005917089,8.392622e-7,0.016501743,0.00028629275,0.0012868936,0.00013324796,0.0000070813076,0.013905373],"genre_scores_gemma":[0.9940538,0.0016959811,0.0000101217,0.00020119717,0.00023115476,0.00032970472,0.0003425775,0.000020750189,0.003114749],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99730796,0.0008426502,0.0006227031,0.00035477892,0.00047215712,0.000399756],"domain_scores_gemma":[0.99579746,0.003090506,0.00021150982,0.00020235426,0.0006235181,0.00007466549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004247121,0.0001601953,0.00043598344,0.00037673506,0.00040492963,0.00002047357,0.00027857153,0.00014881144,0.000257809],"category_scores_gemma":[0.00032509048,0.00011756095,0.000025418944,0.00009183903,0.0005429003,0.000040371364,0.0013211576,0.0009203358,0.00002673544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055660633,0.000037450765,0.84716356,0.00081028964,0.00035734108,0.0000041489875,0.0062999614,0.00089411455,0.0000020172686,0.08220209,0.06132287,0.00034952984],"study_design_scores_gemma":[0.0048042634,0.000067677,0.26890725,0.001049301,0.000028055789,7.797902e-7,0.0038126758,0.0099196425,0.000015489957,0.7050172,0.0059751696,0.00040248572],"about_ca_topic_score_codex":0.9204861,"about_ca_topic_score_gemma":0.94615877,"teacher_disagreement_score":0.62281513,"about_ca_system_score_codex":0.001483768,"about_ca_system_score_gemma":0.003091304,"threshold_uncertainty_score":0.5483841},"labels":[],"label_agreement":null},{"id":"W3123690412","doi":"","title":"Sommaire de : L'effet des conditions macroeconomiques sur l'instabilite et l'inegalite a long terme des gains des travailleurs au Canada","year":2006,"lang":"fr","type":"article","venue":"Direction des études analytiques : documents de recherche","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.15597431842826814,"score_gpt":0.44841693451108533,"score_spread":0.2924426160828172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123690412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93005633,0.012324043,0.0016420102,0.003935332,0.0005659647,0.0012690381,0.0004539828,0.0004955763,0.049257733],"genre_scores_gemma":[0.8955433,0.027442025,0.0053613656,0.0012711876,0.0006320276,0.00059367495,0.00030243056,0.00020763099,0.06864637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98560363,0.008800174,0.0016422763,0.0010402735,0.0004187669,0.0024949017],"domain_scores_gemma":[0.9940982,0.003029979,0.00063186523,0.0006319847,0.0009290931,0.0006788937],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0063215187,0.001027354,0.0011167686,0.0004228591,0.0030976415,0.00030443858,0.0004925723,0.0011052485,0.0014830732],"category_scores_gemma":[0.0016861114,0.0010783442,0.0005274307,0.0010385867,0.0020671578,0.0017003026,0.00026879314,0.00198723,0.000037791007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015383509,0.0007146339,0.9206507,0.0022595746,0.0010721141,0.0000938874,0.01674439,0.0003559458,0.00034943485,0.008042766,0.012020733,0.03754197],"study_design_scores_gemma":[0.0013378911,0.0003059513,0.8809116,0.0034199266,0.00067764503,0.00007414312,0.0070143053,0.000330694,0.0012847374,0.050787374,0.052704077,0.0011516567],"about_ca_topic_score_codex":0.9288694,"about_ca_topic_score_gemma":0.99253017,"teacher_disagreement_score":0.06366077,"about_ca_system_score_codex":0.027210725,"about_ca_system_score_gemma":0.0049513173,"threshold_uncertainty_score":0.9994297},"labels":[],"label_agreement":null},{"id":"W3123702921","doi":"","title":"Workers Laid-off During the Last Three Recessions: Who Were They, and How Did They Fare?","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Layoff; Recession; Demographic economics; Displaced workers; Labour economics; Job loss; Economics; Great recession; Unemployment; Business; Keynesian economics; Economic growth","score_opus":0.07955101139018234,"score_gpt":0.3856528407184092,"score_spread":0.3061018293282269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123702921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84473,0.0015844741,6.3596207e-7,0.01073855,0.0009793198,0.0024417855,0.000108704575,0.00011019268,0.1393063],"genre_scores_gemma":[0.889637,0.08928752,0.000065316584,0.00017067687,0.000757855,0.0015835278,0.00003471987,0.00014601507,0.018317346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949152,0.0013310545,0.00073565525,0.0011466298,0.00035818547,0.0015132807],"domain_scores_gemma":[0.99516773,0.002411551,0.0004404345,0.0015526594,0.0001740549,0.00025355542],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003509905,0.00053629716,0.00086593424,0.00036215875,0.0026194109,0.00012900056,0.0011585348,0.0007853657,0.000210813],"category_scores_gemma":[0.0009622067,0.00037390093,0.00019652813,0.00009700058,0.00052732346,0.00016853513,0.005508743,0.005085749,0.00003455138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024575295,0.000067349174,0.92444825,0.00070104556,0.0003076819,0.000018002002,0.00963119,0.00007096016,0.000013288341,0.00081601256,0.0014518946,0.062228583],"study_design_scores_gemma":[0.0016217259,0.00011267525,0.8432847,0.0046369433,0.000044082026,0.0000042561906,0.034413848,0.00015161539,0.000010869254,0.015849864,0.09892155,0.0009478216],"about_ca_topic_score_codex":0.00097365794,"about_ca_topic_score_gemma":0.043455496,"teacher_disagreement_score":0.120988965,"about_ca_system_score_codex":0.0007265632,"about_ca_system_score_gemma":0.00047765288,"threshold_uncertainty_score":0.9998713},"labels":[],"label_agreement":null},{"id":"W3123792571","doi":"","title":"Are Good Jobs Disappearing in Canada","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seniority; Wage; Demographic economics; Economics; Labour economics; Political science","score_opus":0.08666708188919224,"score_gpt":0.4120370130058816,"score_spread":0.3253699311166893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123792571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77810913,0.00032910355,1.1902699e-7,0.0042348895,0.0008672262,0.0011666749,0.000083511804,0.000030454768,0.21517888],"genre_scores_gemma":[0.9787211,0.008095966,0.00004344872,0.0004323175,0.00066440547,0.0007693083,0.000038911734,0.00008045893,0.01115413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954424,0.00069450383,0.0010758707,0.0008662129,0.00034212304,0.0015789017],"domain_scores_gemma":[0.99738324,0.0010375852,0.00039576396,0.0008637509,0.0001064346,0.00021321012],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001859162,0.00034366915,0.0007973014,0.0003993403,0.0004941917,0.0000250527,0.0006910136,0.00042749362,0.00027880096],"category_scores_gemma":[0.000620807,0.00036270646,0.00009396775,0.00014257699,0.00011433664,0.00007081554,0.0027531057,0.0047686845,0.000031190473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003857407,0.000042091247,0.9663327,0.00036334508,0.00005082844,0.00005324246,0.00095707015,0.0015007672,0.0000014555736,0.00017157035,0.0009830525,0.029505344],"study_design_scores_gemma":[0.00069058023,0.000012724925,0.9054389,0.0013016259,0.0000045271377,4.6609026e-7,0.010125219,0.0005233418,0.000002492799,0.00047828426,0.08102651,0.00039529667],"about_ca_topic_score_codex":0.7261991,"about_ca_topic_score_gemma":0.9958799,"teacher_disagreement_score":0.26968077,"about_ca_system_score_codex":0.009543339,"about_ca_system_score_gemma":0.00448946,"threshold_uncertainty_score":0.9998825},"labels":[],"label_agreement":null},{"id":"W3123842323","doi":"10.2307/4126664","title":"Targeting Employment Services","year":2004,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.0828840627442027,"score_gpt":0.3966572743911704,"score_spread":0.3137732116469677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123842323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26250827,0.5069038,0.000044072836,0.18991683,0.002078505,0.005199793,0.00013789555,0.00044970444,0.032761116],"genre_scores_gemma":[0.43581742,0.45183352,0.0010064841,0.03731207,0.006299964,0.0020846238,0.00059198745,0.00015805582,0.06489587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987783,0.00016493634,0.00050516083,0.00017586326,0.00013644091,0.00023933769],"domain_scores_gemma":[0.99940145,0.00012434999,0.00017106824,0.0001212391,0.00010447949,0.00007743989],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004509417,0.00012466652,0.00027493417,0.00003768199,0.0009076947,0.000007409759,0.00006990163,0.00012737267,0.0010616685],"category_scores_gemma":[0.00014047239,0.000091956164,0.00003895425,0.00029180947,0.0000302437,0.00012417817,0.00008708252,0.00040254905,0.00045149514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039759263,0.00017031396,0.71939397,0.0037911928,0.00029812008,0.000012905742,0.004450157,0.00005441174,0.00004174086,0.09816687,0.13323852,0.040342048],"study_design_scores_gemma":[0.0010005179,0.000037804028,0.0077019734,0.006727124,0.00011106685,5.441142e-7,0.00034622554,9.851209e-7,0.0000011939095,0.0014104398,0.9825238,0.00013831134],"about_ca_topic_score_codex":0.00038381954,"about_ca_topic_score_gemma":0.000070270704,"teacher_disagreement_score":0.8492853,"about_ca_system_score_codex":0.00006145205,"about_ca_system_score_gemma":0.000104430765,"threshold_uncertainty_score":0.9998515},"labels":[],"label_agreement":null},{"id":"W3123915220","doi":"","title":"Has the Canadian Labour Market Polarized","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polarization (electrochemistry); Boom; Economics; Wage; Labour economics; Census; Technological change; Inequality; Wage growth; Demographic economics; Population; Macroeconomics; Demography; Sociology","score_opus":0.08549798459581721,"score_gpt":0.4044079199078245,"score_spread":0.3189099353120073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123915220","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15133432,0.00029963523,9.803473e-7,0.059849925,0.002237762,0.0029423293,0.0002746618,0.00007886367,0.7829815],"genre_scores_gemma":[0.90721667,0.004283758,0.000072734976,0.0021636116,0.0011325842,0.0010580295,0.00007473592,0.000101630365,0.08389624],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409336,0.0022484805,0.00081684394,0.00076016254,0.00031139198,0.0017697855],"domain_scores_gemma":[0.9955505,0.0021350398,0.00024518464,0.0013955414,0.00027336885,0.00040035983],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073530213,0.0003481943,0.0006545872,0.00050860026,0.003437101,0.00013935103,0.0011516404,0.0008496118,0.0016089699],"category_scores_gemma":[0.0015113404,0.00027515984,0.0001690446,0.00013155236,0.00055919605,0.000048433372,0.001909641,0.005509752,0.00016299552],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004012598,0.00012229795,0.81373674,0.0014587567,0.00078115007,0.00006818578,0.011206004,0.00020375983,0.000020655425,0.015020186,0.08418773,0.07279326],"study_design_scores_gemma":[0.00062920793,0.000030113397,0.15089028,0.0003213208,0.0000101524865,7.0956185e-7,0.0015954815,0.00046354847,9.4314083e-7,0.0053511565,0.8403902,0.00031688815],"about_ca_topic_score_codex":0.2696496,"about_ca_topic_score_gemma":0.8679942,"teacher_disagreement_score":0.75620246,"about_ca_system_score_codex":0.0026109773,"about_ca_system_score_gemma":0.0046266713,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null},{"id":"W3124071864","doi":"10.2139/ssrn.2832245","title":"Rotation Group Bias in Measures of Multiple Job Holding","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rotation (mathematics); Quarter (Canadian coin); Rotation group SO; Job rotation; Sample (material); Current Population Survey; Group (periodic table); Demography; Statistics; Mathematics; Psychology; Geography; Job satisfaction; Social psychology; Job performance; Physics; Population; Job attitude","score_opus":0.09744020667930556,"score_gpt":0.37648438503671033,"score_spread":0.2790441783574048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124071864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913948,0.0015849373,0.0029353744,0.002652128,0.0002716602,0.00022872566,0.0000020532368,0.000022439232,0.00090784254],"genre_scores_gemma":[0.99417895,0.0042799143,0.000029529849,0.00005231868,0.00022327568,0.000021333137,6.992894e-7,0.000016562426,0.001197406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973124,0.00037069072,0.00049140566,0.000120817334,0.0002434752,0.0014611548],"domain_scores_gemma":[0.9990454,0.00042491878,0.00027555198,0.000093290655,0.00012124565,0.000039630173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029689407,0.00010413619,0.00020826729,0.00017675196,0.00032914872,0.0000030906488,0.00012651802,0.00007718857,0.0000385686],"category_scores_gemma":[0.0005603803,0.00006494318,0.000066942455,0.00015222059,0.000033593285,0.00017576682,0.000039611685,0.00089430105,0.000025492296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009009116,0.000027802122,0.9347172,0.000014093524,0.000056809622,7.985833e-7,0.0009824538,0.0000014578178,0.0051638754,0.032052986,0.00016441471,0.02672803],"study_design_scores_gemma":[0.0063415742,0.00054447865,0.77308834,0.0009498759,0.00004136587,0.000013296095,0.013432152,0.000013293686,0.0003880792,0.20095098,0.0039317226,0.00030486766],"about_ca_topic_score_codex":0.00037837613,"about_ca_topic_score_gemma":0.015843108,"teacher_disagreement_score":0.16889799,"about_ca_system_score_codex":0.00074330287,"about_ca_system_score_gemma":0.0005626784,"threshold_uncertainty_score":0.8840826},"labels":[],"label_agreement":null},{"id":"W3124081464","doi":"10.2139/ssrn.422560","title":"Firms, Industries, and Unemployment Insurance: An Analysis Using Employer-Employee Data","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Statistics Canada","funders":"","keywords":"Unemployment; Business; Labour economics; Employee research; Employee engagement; Economics; Management; Economic growth","score_opus":0.09438196768073767,"score_gpt":0.4046636233505216,"score_spread":0.31028165566978394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124081464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898898,0.0062716003,0.0018015695,0.0007255143,0.0003493346,0.00036856614,0.00006342044,0.000081166516,0.000449007],"genre_scores_gemma":[0.9907086,0.006719855,0.00016731863,0.00029998252,0.00037714167,0.000014188669,0.00007237646,0.00005511879,0.0015854567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994021,0.0009605992,0.0007978443,0.0005806519,0.0004744276,0.0031654688],"domain_scores_gemma":[0.9981355,0.00018182203,0.00040015447,0.00079944456,0.00022524719,0.00025783599],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004170638,0.00034179303,0.0005966124,0.00035759865,0.002236582,0.0000539447,0.0005419629,0.00024103485,0.00014835989],"category_scores_gemma":[0.0003081232,0.00028649913,0.00008214745,0.0009855788,0.00011825315,0.0006802962,0.00027122538,0.0032131143,0.000014306552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040950927,0.00006949185,0.9805107,0.000012823312,0.0012655804,0.0000048988695,0.00070712424,0.00003785951,0.000025143641,0.0144761065,0.00050013565,0.002349165],"study_design_scores_gemma":[0.008799099,0.0019528643,0.6877327,0.00035103076,0.0052760784,0.00029733506,0.066091605,0.0006943706,0.0000532061,0.124967344,0.101204604,0.0025797603],"about_ca_topic_score_codex":0.0010617356,"about_ca_topic_score_gemma":0.008903499,"teacher_disagreement_score":0.29277802,"about_ca_system_score_codex":0.0009714393,"about_ca_system_score_gemma":0.0030854593,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W3124127160","doi":"","title":"Low wage work in five European countries and the USA: the role of national institutions","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Confederation College","funders":"","keywords":"Wage; Work (physics); Demographic economics; Minimum wage; Low wage; Wage share; Economics; Labour economics; Business; Political science; Efficiency wage; Engineering","score_opus":0.08677316839012239,"score_gpt":0.4003678616058095,"score_spread":0.3135946932156871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124127160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5388913,0.00058232486,3.8229734e-7,0.002646431,0.0002680699,0.0013168643,0.00007729149,0.000010745869,0.4562066],"genre_scores_gemma":[0.98063016,0.015636813,0.000020187259,0.00024176479,0.00018261405,0.00040265583,0.000018476701,0.000021198395,0.0028461523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968436,0.001496947,0.00064444833,0.0003482463,0.00022159144,0.0004451866],"domain_scores_gemma":[0.9968463,0.002229283,0.00023084148,0.000433143,0.00021470616,0.00004568468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053367484,0.00016760187,0.00036134358,0.00020987848,0.0008044412,0.000023059989,0.0005258451,0.00016737114,0.000099137585],"category_scores_gemma":[0.000832808,0.00010621692,0.00007135157,0.00011914177,0.0015542579,0.000058868816,0.0018562493,0.0019475999,0.000026968713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083482167,0.00015602197,0.74461323,0.0003183255,0.00026065257,0.000007967361,0.05478287,0.0010419275,0.0000033530068,0.17996123,0.00096196425,0.01705763],"study_design_scores_gemma":[0.0025169405,0.000046486446,0.817474,0.0015219002,0.000017842636,0.0000010363277,0.017223055,0.00020130389,0.000012242222,0.029063389,0.13155903,0.00036279517],"about_ca_topic_score_codex":0.0011231849,"about_ca_topic_score_gemma":0.008953164,"teacher_disagreement_score":0.45336044,"about_ca_system_score_codex":0.00035443666,"about_ca_system_score_gemma":0.0007932073,"threshold_uncertainty_score":0.8461461},"labels":[],"label_agreement":null},{"id":"W3124170250","doi":"10.34989/swp-2016-40","title":"Downward Nominal Wage Rigidity in Canada: Evidence from Micro- Level Data","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Microdata (statistics); Wage; Economics; Demographic economics; Immigration; Unemployment; Recession; Population; Panel data; Labour economics; Survey data collection; Wage growth; Census; Geography; Demography; Economic growth","score_opus":0.32347285263780756,"score_gpt":0.46154948853627503,"score_spread":0.13807663589846747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124170250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980087,0.0016469175,0.0000020899724,0.003835866,0.0016717006,0.001334399,0.0025325562,0.000023104498,0.008866403],"genre_scores_gemma":[0.9571433,0.035791997,0.0009300674,0.000415777,0.00080896163,0.00052844395,0.0015736441,0.000086750064,0.0027210393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99313384,0.0016221916,0.0014208208,0.0018457626,0.00046427557,0.0015130942],"domain_scores_gemma":[0.9927301,0.0035009314,0.00035497636,0.0029274651,0.00022543264,0.00026112067],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0039113727,0.00043993804,0.0010966762,0.0002944004,0.0005397779,0.00006607914,0.0022716124,0.0005377694,0.00070525595],"category_scores_gemma":[0.0024050055,0.00046828276,0.00009366863,0.00016860651,0.00021212643,0.00026216952,0.011817972,0.0053520757,0.000029181932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017350174,0.000089831505,0.9472917,0.00051375595,0.00014220235,0.0002967903,0.0024817511,0.00024495582,0.00016788515,0.000012760593,0.0059502767,0.042634603],"study_design_scores_gemma":[0.0008726306,0.000023036977,0.95027965,0.0039609964,0.000022091926,0.0000010854076,0.011160821,0.0010141599,0.000052403244,0.0002285099,0.031712275,0.00067231385],"about_ca_topic_score_codex":0.96174616,"about_ca_topic_score_gemma":0.99688244,"teacher_disagreement_score":0.04196229,"about_ca_system_score_codex":0.008090701,"about_ca_system_score_gemma":0.018913837,"threshold_uncertainty_score":0.9997769},"labels":[],"label_agreement":null},{"id":"W3124182272","doi":"","title":"Evaluating the Prevalence and Distribution of Envelope Wages in the European Union: Lessons from a 2013 Eurobarometer Survey","year":2015,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Eurobarometer; Wage; Salary; European union; Distribution (mathematics); Demographic economics; Business; Quarter (Canadian coin); Labour economics; Political science; Economics; Economic policy; Geography; Law","score_opus":0.2929298593656145,"score_gpt":0.4226864670841733,"score_spread":0.1297566077185588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124182272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725086,0.000416837,0.0005471473,0.022552986,0.000051371895,0.00066037395,0.00087537017,0.000016572147,0.0023707447],"genre_scores_gemma":[0.9933729,0.002695878,0.0002987588,0.000016336275,0.00002660737,2.5188433e-8,0.00013177715,0.000008059516,0.003449619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98932815,0.008868608,0.00022800616,0.00034007322,0.00083819125,0.00039697107],"domain_scores_gemma":[0.9952336,0.0026031611,0.0004180371,0.0006143538,0.0010185626,0.000112314614],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0096520195,0.0001665486,0.00041808226,0.0002288665,0.0014203491,0.000005903852,0.0016445972,0.00015332366,0.00016890431],"category_scores_gemma":[0.0003723503,0.00013987375,0.00012401988,0.0009409007,0.0019462472,0.00025420485,0.0016796663,0.00097419135,0.000010135143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002207881,0.00087292836,0.6949802,0.0008596486,0.0005477142,0.00007449873,0.24964896,0.00043021116,0.0005978163,0.0010154617,0.0360134,0.012751262],"study_design_scores_gemma":[0.0016806865,0.00041498113,0.80322963,0.0003943547,0.0001262959,7.1366503e-7,0.18824483,0.00033712748,0.0000033468696,0.00013024852,0.005315977,0.00012179338],"about_ca_topic_score_codex":0.057924934,"about_ca_topic_score_gemma":0.036956184,"teacher_disagreement_score":0.108249426,"about_ca_system_score_codex":0.00011902847,"about_ca_system_score_gemma":0.00030500855,"threshold_uncertainty_score":0.99987966},"labels":[],"label_agreement":null},{"id":"W3124192833","doi":"10.3386/w20891","title":"Informal Employment in a Growing and Globalizing Low-income Country","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Department for International Development; Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Informal sector; Low income; Labour economics; Economics; Demographic economics; Business; Development economics; Economic growth","score_opus":0.41350797487130597,"score_gpt":0.5954057027220305,"score_spread":0.18189772785072456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124192833","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08815581,0.002482905,3.6180742e-7,0.0014103816,0.00098236,0.0012085036,0.00022864196,0.000025976218,0.90550506],"genre_scores_gemma":[0.966519,0.006748485,0.0000735505,0.00022063912,0.0026019495,0.00070237526,0.0007008256,0.000094108036,0.02233908],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497885,0.00032874252,0.0012797442,0.0003933053,0.0023072208,0.0007121397],"domain_scores_gemma":[0.9953735,0.0012219597,0.00039131878,0.00020863133,0.0026569506,0.00014765856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015190906,0.00023144826,0.0006765177,0.000899584,0.00038252777,0.00002293583,0.0003005189,0.0004970014,0.0002053634],"category_scores_gemma":[0.00206923,0.00022213878,0.00006651921,0.00021565682,0.00021275313,0.00036338536,0.00074818684,0.0013444957,0.00008549674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023569686,0.00008845886,0.5769871,0.0023640369,0.00035779714,0.00001672772,0.0017205967,0.000080561804,0.000008509901,0.16562754,0.25094262,0.0015703214],"study_design_scores_gemma":[0.00467335,0.00034619533,0.17264757,0.0059744543,0.000041705007,0.000015902031,0.0041575767,0.0002340121,0.000008839937,0.15151255,0.6594767,0.0009111471],"about_ca_topic_score_codex":0.011870771,"about_ca_topic_score_gemma":0.004267472,"teacher_disagreement_score":0.88316596,"about_ca_system_score_codex":0.0054395944,"about_ca_system_score_gemma":0.009001911,"threshold_uncertainty_score":0.99837834},"labels":[],"label_agreement":null},{"id":"W3124228331","doi":"10.2139/ssrn.3390311","title":"The Effects of Work-Life Benefits on Employment Outcomes in Canada: A Multivariate Analysis","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Multivariate analysis; Multivariate statistics; Work (physics); Demographic economics; Gerontology; Economics; Medicine; Statistics; Mathematics; Engineering","score_opus":0.014208342755203012,"score_gpt":0.31802063417412,"score_spread":0.303812291418917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124228331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911274,0.0025826353,0.000016493272,0.004659169,0.0006776344,0.0005742145,0.0000030930357,0.000009327567,0.0003500433],"genre_scores_gemma":[0.9938591,0.0022539576,0.0000024651963,0.00038723263,0.000057486603,0.000041675536,0.0000016487792,0.000017770108,0.0033786434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961722,0.00045066813,0.0006348674,0.00018360719,0.00045571488,0.0021029331],"domain_scores_gemma":[0.9974467,0.0017134909,0.0004002915,0.0002593486,0.0000955067,0.000084622334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014846365,0.00018720908,0.00053205143,0.00018186447,0.000538074,0.0000062852255,0.00028269432,0.0000620898,0.000030364967],"category_scores_gemma":[0.00032667426,0.00011011142,0.00016684174,0.0005417738,0.000017472317,0.000044648954,0.00008279508,0.0018032175,0.000022772208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012811717,0.00004375492,0.97905046,0.000017052385,0.0016752332,0.0000013000653,0.00044687744,0.00021271071,0.0000066489974,0.015079054,0.0001652068,0.0031735676],"study_design_scores_gemma":[0.0015971253,0.00022994496,0.9927892,0.0001401667,0.00019684099,2.9212384e-7,0.0025047238,0.000016760325,0.000007902247,0.0019309737,0.00045498137,0.00013108407],"about_ca_topic_score_codex":0.46254218,"about_ca_topic_score_gemma":0.96805716,"teacher_disagreement_score":0.505515,"about_ca_system_score_codex":0.0027901062,"about_ca_system_score_gemma":0.0045219674,"threshold_uncertainty_score":0.8021776},"labels":[],"label_agreement":null},{"id":"W3124266897","doi":"","title":"Increasing Inequality in the United States","year":2006,"lang":"en","type":"article","venue":"CEPR Reports and Issue Briefs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Inequality; Immigration; Economics; Development economics; Health care; Economic inequality; Demographic economics; Economic growth; Political science; Geography","score_opus":0.04508260269250578,"score_gpt":0.3855462805621431,"score_spread":0.34046367786963727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124266897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780464,0.0005926493,0.000013241111,0.0070569743,0.00015885182,0.000347273,0.000003545691,0.000042819247,0.013738213],"genre_scores_gemma":[0.9943558,0.00014584097,0.000021781108,0.0020998144,0.00030627617,0.00004003341,0.00010548242,0.000009960962,0.002914986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985113,0.00039145263,0.0004980511,0.00018804155,0.00014332455,0.00026784168],"domain_scores_gemma":[0.9991856,0.00032201316,0.00018228086,0.00021519772,0.00006692863,0.000027943737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015070151,0.000102551414,0.0001767136,0.00006326544,0.00054068037,0.000016956566,0.000043759424,0.0000614283,0.00010208842],"category_scores_gemma":[0.00017474982,0.00006476561,0.000020415848,0.0002095469,0.000069907896,0.000062403786,0.000072600706,0.00021082259,0.0000068010554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012660428,0.000036220106,0.9692364,0.0000559289,0.000005562383,0.000115321796,0.0052485885,0.0000030719132,0.000017888091,0.0010528693,0.0236862,0.00052932993],"study_design_scores_gemma":[0.00012492409,0.000011691331,0.5486138,0.00005429386,0.0000065455274,0.000014010927,0.0026785433,0.00000582985,0.0000034857003,0.0028586853,0.44556493,0.00006328347],"about_ca_topic_score_codex":0.06539313,"about_ca_topic_score_gemma":0.0015800922,"teacher_disagreement_score":0.42187873,"about_ca_system_score_codex":0.000022582068,"about_ca_system_score_gemma":0.000025203652,"threshold_uncertainty_score":0.9408305},"labels":[],"label_agreement":null},{"id":"W3124267123","doi":"","title":"The Role of the State Towards the Grey Zone of Employment: Eyes on Canada and the United States","year":2017,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"State (computer science); Government (linguistics); Work (physics); Political science; Construct (python library); Perception; Political economy; Sociology; Development economics; Economic system; Economics; Psychology","score_opus":0.02418231346260551,"score_gpt":0.3129261942026808,"score_spread":0.2887438807400753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124267123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562229,0.001362108,0.0000012090961,0.03295646,0.00052937795,0.00092465966,0.00016334286,0.000017121698,0.007822844],"genre_scores_gemma":[0.989488,0.001037142,0.0000024719516,0.0020657517,0.00009549316,0.00010501531,0.000006974084,0.000020670013,0.0071784975],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977472,0.0007308392,0.00046395528,0.00017309297,0.00047391982,0.00041099664],"domain_scores_gemma":[0.9965437,0.0014663201,0.0005807603,0.0010878757,0.00025144947,0.00006987172],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012016635,0.00018582285,0.0002916993,0.000016867363,0.0051647313,0.00004692006,0.00088472373,0.000049757025,0.000042929023],"category_scores_gemma":[0.00056271,0.00006795368,0.00007310753,0.00010216518,0.001088207,0.00007374248,0.0005680186,0.0005094038,0.0000051904885],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013324037,0.00012174928,0.60535234,0.00020886051,0.0011651673,0.000004248576,0.024244038,0.00013840849,0.0001363025,0.30729437,0.049799923,0.010202216],"study_design_scores_gemma":[0.002363553,0.000117693366,0.44868284,0.0004339123,0.000117240976,4.3065944e-7,0.010671861,0.00008771923,0.0011345621,0.02692707,0.5092517,0.00021138377],"about_ca_topic_score_codex":0.85175383,"about_ca_topic_score_gemma":0.9049077,"teacher_disagreement_score":0.4594518,"about_ca_system_score_codex":0.00006223178,"about_ca_system_score_gemma":0.00028984586,"threshold_uncertainty_score":0.9961304},"labels":[],"label_agreement":null},{"id":"W3124324777","doi":"","title":"The Effect of Economic Insecurity on Mental Health: Recent Evidence from Australian Panel Data","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Microdata (statistics); Endogeneity; Unobservable; Mental health; Demographic economics; Shock (circulatory); Instrumental variable; Economics; Panel data; Index (typography); Volatility (finance); Population; Actuarial science; Public economics; Econometrics; Environmental health; Medicine; Psychiatry","score_opus":0.23756784986840584,"score_gpt":0.4965264849497448,"score_spread":0.25895863508133893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124324777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469066,0.0013071854,2.462867e-7,0.033635966,0.003346043,0.0042041144,0.001678779,0.000051962157,0.008869095],"genre_scores_gemma":[0.8017787,0.19336848,0.000041902233,0.00025335432,0.000978478,0.0006563403,0.00093397754,0.00009005198,0.0018987685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912336,0.0043415236,0.0015317493,0.0013167893,0.00034985645,0.0012264816],"domain_scores_gemma":[0.9859618,0.009732398,0.00081427564,0.0031759737,0.00007044175,0.0002451315],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011130259,0.00042829275,0.0010826946,0.00020291675,0.0013002809,0.000050242837,0.0023273667,0.0004733166,0.000203024],"category_scores_gemma":[0.0016881148,0.0003274643,0.00013873243,0.000059887912,0.00050212716,0.00011486612,0.0054805567,0.0034736705,0.000103773906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030317588,0.00015142288,0.40909553,0.0021251703,0.00075266475,0.0000059253166,0.0056678317,0.00062754285,0.000030053427,0.0003850963,0.059491687,0.51863533],"study_design_scores_gemma":[0.0033490835,0.0020733357,0.15825908,0.009945953,0.0000464601,8.0160027e-7,0.002929504,0.0029733586,0.0001763677,0.002490613,0.81670547,0.0010500108],"about_ca_topic_score_codex":0.006278831,"about_ca_topic_score_gemma":0.013917683,"teacher_disagreement_score":0.7572138,"about_ca_system_score_codex":0.0025192604,"about_ca_system_score_gemma":0.0011520482,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W3124333386","doi":"","title":"Summary Of: Low-paid Work and Economically Vulnerable Families over the Last Two Decades","year":2005,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Position (finance); Immigration; Low income; Low wage; Demographic economics; Labour economics; Economics; Sociology; Political science; Development economics; Wage; Engineering; Law; Finance","score_opus":0.09644941504489342,"score_gpt":0.45436055196440256,"score_spread":0.35791113691950915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124333386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91298133,0.015147483,0.0000031605282,0.045594323,0.00016247298,0.00072306034,0.000019152805,0.0000656031,0.025303401],"genre_scores_gemma":[0.96523184,0.020960936,0.00006856776,0.0013777214,0.00069106504,0.00025733892,0.0000041203734,0.000032261352,0.011376159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613386,0.0010443829,0.00071849686,0.00046019035,0.000555482,0.001087565],"domain_scores_gemma":[0.9929016,0.005904058,0.00009462506,0.00042633904,0.0005143185,0.00015901033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027292199,0.00027152844,0.00067802134,0.00014212352,0.0030882326,0.000039683244,0.00034552618,0.000117804295,0.00039829267],"category_scores_gemma":[0.0016426779,0.00016403939,0.00011653302,0.00056216225,0.0024452058,0.00044147222,0.0011494682,0.0011955732,0.00010110881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006229791,0.00015378879,0.72752804,0.0006376911,0.001350165,0.0000062675485,0.011313464,0.000022936296,0.0001669184,0.06677412,0.1786294,0.0127942525],"study_design_scores_gemma":[0.0011803147,0.00023089476,0.50126916,0.00046278362,0.00006525052,6.795579e-7,0.016958207,0.000017395545,0.00007979817,0.005557817,0.47387058,0.0003071431],"about_ca_topic_score_codex":0.00020164708,"about_ca_topic_score_gemma":0.0059373532,"teacher_disagreement_score":0.29524118,"about_ca_system_score_codex":0.00012572599,"about_ca_system_score_gemma":0.00011270883,"threshold_uncertainty_score":0.9982096},"labels":[],"label_agreement":null},{"id":"W3124455531","doi":"10.31235/osf.io/prm5j","title":"Hierarchies of Categorical Disadvantage: Economic Insecurity at the Intersection of Disability, Gender, and Race","year":2019,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Toronto; University of Alberta","funders":"","keywords":"Disadvantage; Oppression; Intersectionality; Poverty; Race (biology); Inequality; Social stratification; Sociology; Demographic economics; Gender studies; Political science; Economic growth; Economics; Politics; Social science","score_opus":0.03739349640885145,"score_gpt":0.38534253859740525,"score_spread":0.3479490421885538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124455531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97681236,0.00015628414,0.000023187144,0.0012030994,0.00037844048,0.00042360058,0.00001343081,0.00001623997,0.02097338],"genre_scores_gemma":[0.99727225,0.00013911066,0.000010189689,0.000049835846,0.0000403338,0.000017147888,0.0000045661436,0.000006065149,0.0024605074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991453,0.00018393579,0.00031652764,0.00014513198,0.000067375506,0.00014169951],"domain_scores_gemma":[0.9990629,0.0005640536,0.00012217663,0.00020225189,0.000023301636,0.000025309031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030019617,0.000078252924,0.00021588577,0.000014615858,0.0001899249,0.0000014237414,0.00007095222,0.000048388345,0.00070891815],"category_scores_gemma":[0.000028812387,0.00004585282,0.000045179586,0.000033477507,0.00029685695,0.000069923386,0.00037858365,0.0001499387,0.00003705976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090099355,0.000026872018,0.95574623,0.00021921158,0.000030747153,3.73813e-8,0.006921368,0.0000016922733,0.0002434217,0.035138715,0.0012455034,0.00033608222],"study_design_scores_gemma":[0.0005713969,0.00011835292,0.97185063,0.000016884525,0.000021297901,6.108581e-7,0.01339255,0.00006940717,0.00033891053,0.0106908865,0.0028462012,0.000082857914],"about_ca_topic_score_codex":0.0016312135,"about_ca_topic_score_gemma":0.0025565838,"teacher_disagreement_score":0.024447829,"about_ca_system_score_codex":0.00016799825,"about_ca_system_score_gemma":0.000028627344,"threshold_uncertainty_score":0.7762157},"labels":[],"label_agreement":null},{"id":"W3124494418","doi":"","title":"Can Immigrants Insure against Shocks as well as the Native-born?","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Department of Social Services, Australian Government; Rheinische Friedrich-Wilhelms-Universität Bonn; Australian Government","keywords":"Immigration; Welfare; Shock (circulatory); Economics; Labour supply; Quarter (Canadian coin); Demographic economics; Job loss; Labour economics; Population; Household income; Suspect; Supply shock; Unemployment; Geography; Economic growth; Political science; Medicine; Environmental health","score_opus":0.05733012264582746,"score_gpt":0.4124206320297823,"score_spread":0.3550905093839548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124494418","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45430893,0.0003453581,2.0458232e-7,0.020060718,0.0011027188,0.0021205796,0.00018359767,0.00006868353,0.5218092],"genre_scores_gemma":[0.87632376,0.032882176,0.000009944209,0.0019219128,0.0010550825,0.0016217023,0.00008079661,0.000134643,0.08597],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935547,0.0018919217,0.001113906,0.0011648537,0.0005409937,0.001733601],"domain_scores_gemma":[0.9944137,0.002913014,0.000441795,0.0015437229,0.00040668275,0.0002811022],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003933053,0.0005453975,0.00085332245,0.00045976488,0.001861818,0.00006067665,0.001434014,0.00088605,0.0010041264],"category_scores_gemma":[0.0014263449,0.00036915593,0.00026864826,0.00017033027,0.0006679639,0.0000851722,0.0035895137,0.0050222236,0.0008111914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010830786,0.0005109034,0.66301423,0.0014076465,0.0016146259,0.00021921447,0.035576463,0.00023827834,0.00015091115,0.009774451,0.029053789,0.2573564],"study_design_scores_gemma":[0.0025720033,0.00025000694,0.09990291,0.0027449962,0.000033379685,0.0000028755182,0.021222474,0.00009597056,0.000091426795,0.03314107,0.8387894,0.0011534892],"about_ca_topic_score_codex":0.0026080695,"about_ca_topic_score_gemma":0.013052062,"teacher_disagreement_score":0.8097356,"about_ca_system_score_codex":0.0018148519,"about_ca_system_score_gemma":0.002253686,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W3124534255","doi":"","title":"Agents of Casualization? The Temporary Staffing Industry and Labour Market Restructuring in Australia","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Staffing; Restructuring; Government (linguistics); Business; Labour economics; Market regulation; Market structure; Market economy; Industrial organization; Economics; Management; Finance","score_opus":0.044920724009668976,"score_gpt":0.3961521682613206,"score_spread":0.35123144425165165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124534255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943988,0.00084608025,0.000017946422,0.0034074,0.00012112667,0.00019284686,0.0000025885004,0.000010521552,0.0010027306],"genre_scores_gemma":[0.9925103,0.001360303,0.000008601837,0.00019011379,0.00016981822,0.0000032407336,0.0000011338124,0.000008789352,0.005747702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787414,0.00033986167,0.00042611078,0.00011032146,0.0001768454,0.001072744],"domain_scores_gemma":[0.99946797,0.00008563214,0.0002487616,0.000099836434,0.00005745963,0.000040318373],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001751206,0.00010618966,0.00016709817,0.00010410352,0.00048841734,0.000009172302,0.00013463473,0.00014325076,0.00009826381],"category_scores_gemma":[0.000094218245,0.00007347542,0.000025788335,0.00019948842,0.00003410617,0.00013271059,0.000047624093,0.002656893,0.0000013081891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005589565,0.000020987602,0.9642619,0.000024492545,0.000047189165,0.0000049988316,0.0018194598,0.000009866596,0.000049036178,0.030329537,0.0014349314,0.0019417183],"study_design_scores_gemma":[0.00068782555,0.00010829259,0.8923964,0.00015353905,0.000012869561,0.000019876263,0.009665812,0.0000074530085,0.000010169054,0.095997036,0.0008557294,0.00008503069],"about_ca_topic_score_codex":0.00044366176,"about_ca_topic_score_gemma":0.001339797,"teacher_disagreement_score":0.07186552,"about_ca_system_score_codex":0.0002637518,"about_ca_system_score_gemma":0.00055147905,"threshold_uncertainty_score":0.99964404},"labels":[],"label_agreement":null},{"id":"W3124610537","doi":"","title":"A New Approach to Regulating Temporary Agency Work in Ontario or Back to the Future","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Repeal; Agency (philosophy); Immigration; Context (archaeology); Government (linguistics); Temporary work; Political science; Public administration; Work (physics); Law; Sociology; Engineering; Geography","score_opus":0.04055604599345992,"score_gpt":0.3408213798526534,"score_spread":0.3002653338591935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124610537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9045006,0.000709077,0.0016780846,0.055393472,0.0021596425,0.0015338125,0.0000010298866,0.000048195605,0.033976052],"genre_scores_gemma":[0.6880024,0.00019390164,0.0035230978,0.0028319892,0.0056144195,0.00009994762,0.000005691923,0.000067635636,0.29966095],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643,0.00022217265,0.00050524314,0.0002635097,0.00027357295,0.0023054965],"domain_scores_gemma":[0.999163,0.00010379355,0.00015689759,0.0003072976,0.00006415971,0.00020487935],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024379701,0.00019807165,0.00025806556,0.00012774962,0.0010124948,0.000025526328,0.00045190117,0.00015463274,0.0007794347],"category_scores_gemma":[0.00008993156,0.00011461282,0.00007716716,0.0005543859,0.000011908317,0.000116084346,0.00017951157,0.0064516673,0.0003925804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085233856,0.000103418926,0.7052986,0.000021984217,0.00014927269,0.0000044811954,0.04858642,0.00003074836,0.00007718689,0.029069943,0.1647473,0.05105829],"study_design_scores_gemma":[0.0014197759,0.00030497374,0.37792757,0.00020319004,0.000030503183,0.000049107563,0.022829212,0.0000027918545,0.0000021938588,0.027210535,0.56960624,0.000413862],"about_ca_topic_score_codex":0.014481577,"about_ca_topic_score_gemma":0.8211032,"teacher_disagreement_score":0.8066216,"about_ca_system_score_codex":0.00091788336,"about_ca_system_score_gemma":0.0058719697,"threshold_uncertainty_score":0.9997638},"labels":[],"label_agreement":null},{"id":"W3124626183","doi":"","title":"An Analysis of the Ins and Outs of Migration within Canada","year":2019,"lang":"en","type":"article","venue":"CIRANO Project Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wage; Demographic economics; Revenue; Affect (linguistics); Labour economics; Business; Economics; Political science; Sociology; Finance","score_opus":0.026561143221944302,"score_gpt":0.36215730213116426,"score_spread":0.33559615890921995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124626183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955208,0.00006855023,0.0000032174476,0.00029199338,0.00036885767,0.00061678,0.000012391063,0.000009858275,0.0031076013],"genre_scores_gemma":[0.99822235,0.0000071063328,0.000013971492,0.00010860462,0.000017124848,0.000020024141,0.000014325991,0.0000060167067,0.0015904701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879915,0.00014907971,0.0005351024,0.00016657243,0.00022979149,0.00012032457],"domain_scores_gemma":[0.9987639,0.0000623703,0.0006122279,0.0003845623,0.00015624241,0.000020655998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042054505,0.000074131254,0.00029133604,0.00009295365,0.00014420337,0.0000017755434,0.0000519964,0.00005083021,0.00004200252],"category_scores_gemma":[0.00007952843,0.000046600286,0.00004838137,0.00040072436,0.000034999775,0.000051547057,0.00004531446,0.00009755244,2.0324684e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000788749,0.000014372919,0.990733,0.00009371941,0.0001713836,0.0000022214488,0.0071164384,0.0000212937,0.0010209075,0.00008408311,0.0006580734,0.000076570665],"study_design_scores_gemma":[0.00009727787,0.00003711198,0.99432003,0.00005742354,0.00026782294,7.608208e-7,0.0032165952,0.0001032004,0.0005020604,0.00003557219,0.0013037139,0.000058419206],"about_ca_topic_score_codex":0.6327685,"about_ca_topic_score_gemma":0.89155406,"teacher_disagreement_score":0.2587855,"about_ca_system_score_codex":0.000045108554,"about_ca_system_score_gemma":0.00064541795,"threshold_uncertainty_score":0.3696769},"labels":[],"label_agreement":null},{"id":"W3124660155","doi":"","title":"Where Do Profits and Jobs Come From? Employment and Distribution in the US Economy","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Institute for New Economic Thinking","keywords":"Real estate; Labour economics; Economics; Wage; Retail trade; Quarter (Canadian coin); Productivity; Profit (economics); Real wages; Distribution (mathematics); Wage share; Efficiency wage; Commerce; Finance; Microeconomics; Macroeconomics","score_opus":0.06268097117641197,"score_gpt":0.40547724198367735,"score_spread":0.3427962708072654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124660155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611826,0.0015974237,7.770219e-7,0.005760526,0.00033471157,0.0024128444,0.00033265847,0.000025014942,0.028353466],"genre_scores_gemma":[0.9652062,0.031136997,0.000039575938,0.00025926146,0.00053685566,0.0015430361,0.00023426153,0.00004432046,0.0009995105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626803,0.0010963439,0.00078318786,0.00085258466,0.00016718588,0.0008326808],"domain_scores_gemma":[0.9975083,0.0013214953,0.00023125917,0.0006934205,0.00011701465,0.00012855013],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029949758,0.00030789908,0.0005793003,0.0001745282,0.00070872833,0.00010669911,0.0004261653,0.00048640385,0.00011457429],"category_scores_gemma":[0.00023544201,0.0002522591,0.000057255103,0.00007911901,0.0004895417,0.0001086573,0.002004422,0.002160261,0.000019436771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000969025,0.00006500813,0.97690344,0.00036028062,0.00007627443,0.00000937763,0.0038718188,0.000009050318,0.0000021537387,0.0009821217,0.0015686038,0.016054941],"study_design_scores_gemma":[0.00121241,0.00013045529,0.82845086,0.0009943733,0.000015198855,0.0000012242742,0.0047618686,0.00019857821,0.0000033001897,0.00994102,0.15393922,0.00035148667],"about_ca_topic_score_codex":0.0014870986,"about_ca_topic_score_gemma":0.008106009,"teacher_disagreement_score":0.15237062,"about_ca_system_score_codex":0.00079750404,"about_ca_system_score_gemma":0.00031508194,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W3124667855","doi":"","title":"Gender Differences in Precarious Work Settings","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Human capital; Precarious work; Work (physics); Affect (linguistics); Labour economics; Demographic economics; Quality (philosophy); Political science; Business; Economics; Sociology; Economic growth","score_opus":0.03039605164621787,"score_gpt":0.34876748989629175,"score_spread":0.31837143825007386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124667855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849547,0.0015221986,0.00009923304,0.0051291096,0.0010646894,0.00023464093,8.6996164e-7,0.000047844012,0.006946708],"genre_scores_gemma":[0.99144155,0.0011939913,0.000036384306,0.00035657952,0.00068737083,0.00003055207,0.000001395375,0.000020340627,0.0062318495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963368,0.00020014563,0.00039791365,0.00017924268,0.00022034616,0.0026655477],"domain_scores_gemma":[0.99933803,0.00019429895,0.0001826725,0.00013486306,0.0000758901,0.000074260475],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00191023,0.0001515924,0.00023411322,0.00012163604,0.00076886435,0.000014233264,0.0002400833,0.00016023661,0.00021411543],"category_scores_gemma":[0.00014701963,0.00011311496,0.000065506465,0.0002118237,0.00004837725,0.00010615245,0.000082415296,0.006563723,0.00009880766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003705993,0.000034867444,0.9540583,0.000010403708,0.00006266399,0.0000025031945,0.0045271674,1.7248082e-7,0.00009622155,0.033658266,0.0011773097,0.006335047],"study_design_scores_gemma":[0.0012486703,0.00012565855,0.71261966,0.00008847385,0.000029981233,0.000021836264,0.008217633,0.000003416083,0.000005804176,0.2632403,0.014127388,0.00027117963],"about_ca_topic_score_codex":0.00016497352,"about_ca_topic_score_gemma":0.010001999,"teacher_disagreement_score":0.24143867,"about_ca_system_score_codex":0.00031886998,"about_ca_system_score_gemma":0.0013727434,"threshold_uncertainty_score":0.9957282},"labels":[],"label_agreement":null},{"id":"W3124850518","doi":"","title":"What do we know about the relationship between regionalized aspects of the unemployment insurance system and internal migration in Canada","year":2011,"lang":"en","type":"preprint","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generosity; Unemployment; Disadvantaged; Internal migration; Economics; Empirical evidence; Immigration; Demographic economics; Inequality; Empirical research; Labour economics; Economic growth; Geography; Political science; Developing country","score_opus":0.10500920358556444,"score_gpt":0.3890850087158152,"score_spread":0.28407580513025077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124850518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93789476,0.023474546,0.00001457868,0.03237543,0.0019063161,0.001494468,0.0000222291,0.000025367513,0.0027923188],"genre_scores_gemma":[0.99069196,0.0053511844,0.000009917238,0.00009307477,0.00017776401,0.00024004659,0.000008836991,0.000021661876,0.0034055249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746877,0.0009650767,0.00062337687,0.0003008673,0.0003717822,0.00027014173],"domain_scores_gemma":[0.9974548,0.0010664574,0.00075049157,0.0005415382,0.0001374278,0.00004927968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064304913,0.00023168196,0.00043267003,0.00006181059,0.00042663075,0.000018968156,0.00036345143,0.0001787669,0.000016872522],"category_scores_gemma":[0.00017074286,0.000136278,0.000067937544,0.0001455235,0.000099392324,0.00006582451,0.0006457955,0.001052189,0.000003881004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025186577,0.000006372349,0.96121335,0.0007098694,0.0000565599,0.0000012019732,0.021709288,0.000009215746,0.0000011934454,0.012991456,0.0029193514,0.0003569523],"study_design_scores_gemma":[0.00038584362,0.000010034934,0.9586336,0.014488695,0.000044251905,5.272859e-7,0.017034503,0.0000101605965,0.00001167238,0.0039102025,0.0053374423,0.0001330426],"about_ca_topic_score_codex":0.8304094,"about_ca_topic_score_gemma":0.9376127,"teacher_disagreement_score":0.107203335,"about_ca_system_score_codex":0.0007689034,"about_ca_system_score_gemma":0.001100682,"threshold_uncertainty_score":0.5557256},"labels":[],"label_agreement":null},{"id":"W3124918650","doi":"","title":"Unionization and Certified Sickness Absence: Norwegian Evidence","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Differential (mechanical device); Demographic economics; Differential effects; Labour economics; Fixed effects model; Population; Business; Economics; Medicine; Panel data; Environmental health; Econometrics; Engineering","score_opus":0.038706536846994676,"score_gpt":0.35645260901560705,"score_spread":0.3177460721686124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124918650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687983,0.0043387194,0.0032776338,0.020156339,0.00054408424,0.00054835004,6.665793e-7,0.000073816955,0.0022620992],"genre_scores_gemma":[0.97770584,0.0110143935,0.000027058331,0.00041224607,0.0004077701,0.000039071972,0.0000019021558,0.00001850416,0.01037321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973533,0.00025694197,0.0003358007,0.00016911526,0.00020731405,0.0016775194],"domain_scores_gemma":[0.99911785,0.00018668654,0.00018733757,0.00012576273,0.00028729407,0.00009509141],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011497445,0.00013112238,0.00016598709,0.00007999737,0.0013543937,0.000031000985,0.00014564546,0.000093208975,0.00030964235],"category_scores_gemma":[0.0002191119,0.00010050897,0.00003241338,0.000174655,0.0000628716,0.00047387992,0.00007867844,0.0015017479,0.00026263116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065816865,0.000052148018,0.71953744,0.00010250057,0.00019584387,0.000002340416,0.0055880216,0.000007212252,0.001098381,0.21190026,0.0068505616,0.054599445],"study_design_scores_gemma":[0.0016011212,0.0005097696,0.54003036,0.00078706327,0.0000883466,0.00008154651,0.033184532,0.0001813986,0.000034752007,0.4155393,0.00737494,0.00058685767],"about_ca_topic_score_codex":0.0004800547,"about_ca_topic_score_gemma":0.0009063641,"teacher_disagreement_score":0.20363903,"about_ca_system_score_codex":0.00043452022,"about_ca_system_score_gemma":0.000878729,"threshold_uncertainty_score":0.9999457},"labels":[],"label_agreement":null},{"id":"W3124974928","doi":"","title":"Has There Been a She-Covery? The Financial Crisis of 2008 and Its Impact on the OntarioLabour Market","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Financial crisis; Seniority; Economics; Labour economics; Financial market; Demographic economics; Political science; Finance","score_opus":0.02281749313815059,"score_gpt":0.326439562153271,"score_spread":0.30362206901512045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124974928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938672,0.0065520597,0.000023304376,0.050508805,0.00018321325,0.0006206999,0.000010845268,0.000012902395,0.0034161857],"genre_scores_gemma":[0.9877229,0.0056607183,0.000001693994,0.0011560001,0.00039541587,0.000049708968,8.6043786e-7,0.000020633755,0.004992092],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99700487,0.00053215853,0.0003792795,0.00014574832,0.00027805084,0.001659879],"domain_scores_gemma":[0.9986824,0.0005689628,0.0003007059,0.00019676423,0.00018900256,0.00006217339],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021059597,0.00019840879,0.0002706494,0.000053034204,0.001880999,0.000032336506,0.00030811332,0.000107093205,0.0014571038],"category_scores_gemma":[0.00022988683,0.00008582345,0.00014522627,0.00013478736,0.00006638955,0.00014677296,0.00010217892,0.002576515,0.00007313033],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010142914,0.00024304818,0.23994474,0.00006670169,0.0013780441,0.000004547964,0.016828546,0.0000110287265,0.00025027388,0.12596221,0.60088485,0.013411698],"study_design_scores_gemma":[0.0012888412,0.0011559289,0.79107237,0.0001583885,0.00011433036,0.000031751366,0.016589537,0.000046162022,0.00002587182,0.17518057,0.014082067,0.00025418794],"about_ca_topic_score_codex":0.00414648,"about_ca_topic_score_gemma":0.010821141,"teacher_disagreement_score":0.5868028,"about_ca_system_score_codex":0.00043190437,"about_ca_system_score_gemma":0.0018571496,"threshold_uncertainty_score":0.99972457},"labels":[],"label_agreement":null},{"id":"W3125004757","doi":"10.2139/ssrn.2834229","title":"Hours Worked in Europe and the US: New Data, New Answers","year":2016,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Demographic economics; Western europe; Work (physics); Construct (python library); Geography; Demography; Aggregate data; Political science; Socioeconomics; Economics; Sociology; Statistics; European union; International trade; Engineering; Mathematics","score_opus":0.050032575460930345,"score_gpt":0.3777426649126661,"score_spread":0.32771008945173574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125004757","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2986493,0.21429905,0.009990739,0.43046674,0.008670835,0.0047943615,0.000093215196,0.00029367892,0.032742072],"genre_scores_gemma":[0.42435515,0.41593364,0.00013558031,0.0034029395,0.010659488,0.000054620203,0.00008429286,0.00023609538,0.14513819],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99425656,0.0011137052,0.00076976884,0.000525598,0.00035820575,0.0029761912],"domain_scores_gemma":[0.99775505,0.00050873467,0.00060686155,0.00081012544,0.00011804065,0.00020115789],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051319706,0.00037825693,0.0006285472,0.00017100961,0.0007254932,0.000051393086,0.0012334476,0.00029327354,0.00010607876],"category_scores_gemma":[0.00055790745,0.00020850851,0.00008700673,0.00021117427,0.00015730725,0.00017419882,0.001996479,0.0091780685,0.00007870903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002057293,0.00006972458,0.4030599,0.00012664641,0.0018400819,0.000027703087,0.009536856,0.000019832876,0.000007932157,0.165824,0.25406516,0.16336487],"study_design_scores_gemma":[0.011944008,0.00016115929,0.061079204,0.002615154,0.0003434587,0.000048192513,0.00453809,0.000018190933,5.271164e-7,0.77189445,0.1466267,0.0007308459],"about_ca_topic_score_codex":0.004154264,"about_ca_topic_score_gemma":0.026279908,"teacher_disagreement_score":0.60607046,"about_ca_system_score_codex":0.0007153346,"about_ca_system_score_gemma":0.013372719,"threshold_uncertainty_score":0.9931078},"labels":[],"label_agreement":null},{"id":"W3125020779","doi":"10.1515/til-2016-0011","title":"Informal Workers’ Aggregation and Law","year":2016,"lang":"en","type":"article","venue":"Theoretical Inquiries in Law","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Invisibility; Workforce; Informal sector; Order (exchange); Action (physics); Informal education; Business; Sociology; Economic growth; Political science; Law; Economics","score_opus":0.03575435948051943,"score_gpt":0.3792886883178452,"score_spread":0.34353432883732576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125020779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5495085,0.00023298994,0.009087462,0.023303602,0.00088875706,0.000675096,0.000016063756,0.00021215204,0.41607538],"genre_scores_gemma":[0.9963762,0.00006582746,0.00008466197,0.002333366,0.00018018263,0.000060126225,0.0000024149467,0.0000123576665,0.00088484987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988122,0.00017987423,0.0003311267,0.00014738309,0.00013385691,0.00039553197],"domain_scores_gemma":[0.99877125,0.00088853977,0.0000528964,0.00016364422,0.000050464056,0.00007318116],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00050932996,0.00011702026,0.00018577717,0.000029986457,0.0004024836,0.000008597214,0.000089183835,0.00013749386,0.0007471248],"category_scores_gemma":[0.00017528998,0.000068513276,0.000021792961,0.00007617331,0.029418062,0.00024355177,0.00023534334,0.00018522707,0.00014731083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010142832,0.000010216958,0.04623728,0.000027127602,0.000008373973,0.0000017441446,0.0028441437,3.3462168e-8,0.000014525261,0.94748646,0.00056679704,0.0027018616],"study_design_scores_gemma":[0.0012365843,0.000108166685,0.0036520928,0.00054093474,0.000012290518,8.7324855e-7,0.0018436197,0.0000039344823,0.00021942856,0.9567229,0.035468873,0.00019025661],"about_ca_topic_score_codex":0.000022646245,"about_ca_topic_score_gemma":0.00007612609,"teacher_disagreement_score":0.4468677,"about_ca_system_score_codex":0.000035052955,"about_ca_system_score_gemma":0.000017649045,"threshold_uncertainty_score":0.9732233},"labels":[],"label_agreement":null},{"id":"W3125081433","doi":"","title":"Gender, Race and Class Dimensions of Non Standard Work","year":2000,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Race (biology); Equity (law); Work (physics); Class (philosophy); Order (exchange); Sociology; Labour economics; Political science; Economics; Gender studies; Computer science; Law; Engineering","score_opus":0.05395722493433494,"score_gpt":0.3928689532837375,"score_spread":0.33891172834940253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125081433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8345636,0.00047342782,0.00006489149,0.0035256362,0.00013179677,0.00031659502,0.000009822913,0.00005497819,0.16085923],"genre_scores_gemma":[0.9409244,0.0013489078,0.0004809078,0.0006079892,0.000060811097,0.000022523096,0.0000029861985,0.000011827066,0.056539632],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991912,0.000079281825,0.00023994171,0.00013149001,0.00012717508,0.00023089079],"domain_scores_gemma":[0.99949324,0.00019588765,0.000044869295,0.00014379193,0.000060677434,0.00006153394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019413109,0.00008304256,0.00020988932,0.000028647446,0.00042949495,0.0000017582764,0.00004044765,0.000070172,0.0029906686],"category_scores_gemma":[0.0000173315,0.000052521642,0.000026270114,0.00011080385,0.000057883484,0.000040166477,0.000062078,0.00015063834,0.00009894688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002928752,0.000052137246,0.6450895,0.0001264128,0.00008935254,0.0000027706617,0.008558814,0.0000047686094,0.00015262738,0.0031911456,0.31848383,0.023955762],"study_design_scores_gemma":[0.0017632421,0.00016607156,0.4196424,0.00021469494,0.000056535577,3.5138075e-7,0.004165934,0.000019469104,0.00011456244,0.0015946418,0.572038,0.00022413718],"about_ca_topic_score_codex":0.00008830187,"about_ca_topic_score_gemma":0.00007580088,"teacher_disagreement_score":0.25355414,"about_ca_system_score_codex":0.000018644565,"about_ca_system_score_gemma":0.000038932714,"threshold_uncertainty_score":0.99792075},"labels":[],"label_agreement":null},{"id":"W3125085972","doi":"10.18235/0011669","title":"Informal Employment and Business Cycles in Emerging Economies: The Case of Mexico","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Emerging markets; Business; Business cycle; Economy; Economics; Finance; Keynesian economics","score_opus":0.07883544268843372,"score_gpt":0.40423163091784636,"score_spread":0.32539618822941263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125085972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95170647,0.0010601162,0.000027417776,0.006649867,0.000720466,0.0010416916,0.000041070994,0.000047016387,0.0387059],"genre_scores_gemma":[0.99578136,0.0010560069,0.00011885818,0.00048193746,0.00016728486,0.00031730506,0.00002147541,0.000023572527,0.0020322192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829465,0.00017096096,0.0008474097,0.00024015743,0.0000939579,0.00035283773],"domain_scores_gemma":[0.99864686,0.0003092576,0.0003720931,0.00037420934,0.00023498207,0.00006260642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065491,0.00024399428,0.0005120793,0.00015982309,0.000336175,0.0000116146275,0.0001805833,0.00021886911,0.00013997442],"category_scores_gemma":[0.00011656432,0.00015310288,0.000045002016,0.00009986734,0.00012860155,0.000101643534,0.0021286623,0.0006102086,0.000012705136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010000877,0.00007095026,0.89981925,0.0016811085,0.00022685995,0.00008238744,0.060552184,0.0007530111,0.0000011625024,0.009132976,0.018494917,0.009085177],"study_design_scores_gemma":[0.004787758,0.00013126124,0.6561749,0.0032365455,0.00026739616,0.000056143406,0.23591216,0.0016122371,0.00003125224,0.02328899,0.07301573,0.0014856543],"about_ca_topic_score_codex":0.022999026,"about_ca_topic_score_gemma":0.033232912,"teacher_disagreement_score":0.24364439,"about_ca_system_score_codex":0.00009446612,"about_ca_system_score_gemma":0.00031157414,"threshold_uncertainty_score":0.9844081},"labels":[],"label_agreement":null},{"id":"W3125123069","doi":"","title":"Cohort Size and Youth Earnings: Evidence from a Quasi-Experiment","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Earnings; Graduation (instrument); Census; Shock (circulatory); Cohort; Demographic economics; Economics; Cohort effect; Supply shock; Labour economics; Demography; Business; Medicine; Monetary economics; Population; Accounting; Engineering; Sociology","score_opus":0.12948991766121914,"score_gpt":0.4287524693150589,"score_spread":0.29926255165383975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125123069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92809844,0.0018870276,0.0000014223457,0.00075424364,0.0007431901,0.0020239393,0.000113697075,0.00008366255,0.06629436],"genre_scores_gemma":[0.9260977,0.06602536,0.00030496786,0.0001661342,0.00048182593,0.0011094343,0.000055248685,0.00008264893,0.0056766653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99508685,0.0012187912,0.00097425,0.0012892566,0.00033032976,0.0011005143],"domain_scores_gemma":[0.9942682,0.0038398688,0.000374951,0.0010533714,0.00018580414,0.00027780797],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031619926,0.00041263056,0.000889641,0.00022661626,0.0007532686,0.000047888956,0.000600908,0.0006548285,0.0006680686],"category_scores_gemma":[0.0026869476,0.0004000621,0.00012674334,0.00007361629,0.00042020355,0.00012143116,0.0037656853,0.0032306167,0.00006536529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026668544,0.00013635059,0.9368589,0.00029139346,0.00028263996,0.000012248775,0.053686522,0.0000123620475,0.00006360297,0.00013790035,0.00021388849,0.0080374945],"study_design_scores_gemma":[0.0012718902,0.00037175225,0.9388299,0.005770276,0.00007673652,6.0763455e-7,0.042806208,0.00012620186,0.00008222913,0.0028382114,0.0068549947,0.0009709704],"about_ca_topic_score_codex":0.009890709,"about_ca_topic_score_gemma":0.0023765245,"teacher_disagreement_score":0.06413833,"about_ca_system_score_codex":0.00094707205,"about_ca_system_score_gemma":0.000827767,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W3125148934","doi":"","title":"The Evolution of Canadian Wages over the Last Three Decades","year":2013,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics","score_opus":0.1433351234962374,"score_gpt":0.459147461182203,"score_spread":0.3158123376859656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125148934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6447778,0.030299233,0.000008138451,0.24014574,0.0005601979,0.0024408363,0.000028771416,0.00007217894,0.081667125],"genre_scores_gemma":[0.9801849,0.008872237,0.000008926928,0.00043268048,0.00037450044,0.00064483454,0.0000017702012,0.000020702759,0.009459413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996282,0.00076727406,0.00051949243,0.00028235218,0.0008307515,0.0013181323],"domain_scores_gemma":[0.9932004,0.0046421615,0.000076403456,0.000510124,0.0013737896,0.00019708894],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022342717,0.00019076253,0.0003598448,0.00018631328,0.007163596,0.000049879323,0.0005188827,0.0001144951,0.00049883407],"category_scores_gemma":[0.0029135398,0.000088062436,0.00011097921,0.0013306127,0.0025196285,0.0003206425,0.0005978932,0.0008786585,0.00035288543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004455548,0.00002194447,0.43927103,0.00012730988,0.000678019,0.0000019551708,0.0037573369,0.0000010079534,0.00007865422,0.21012408,0.34183156,0.004062551],"study_design_scores_gemma":[0.0001642572,0.00009915595,0.70185685,0.00008522971,0.00002253489,2.5458831e-7,0.027529938,0.000009828828,0.0000063863154,0.026767801,0.24336982,0.000087976885],"about_ca_topic_score_codex":0.21787024,"about_ca_topic_score_gemma":0.872767,"teacher_disagreement_score":0.6548967,"about_ca_system_score_codex":0.0003808267,"about_ca_system_score_gemma":0.0003653069,"threshold_uncertainty_score":0.99412894},"labels":[],"label_agreement":null},{"id":"W3125184715","doi":"","title":"Informal Employment in a Growing and Globalizing Low-income Country","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Informal sector; Workforce; Labour economics; Work (physics); Demographic economics; Business; Developing country; Low income; Economics; Economic growth","score_opus":0.06597531093554007,"score_gpt":0.41809445475906026,"score_spread":0.35211914382352016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125184715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8765143,0.0005990649,3.579956e-7,0.0009544257,0.0007661893,0.0014522789,0.00008605653,0.00005823431,0.119569086],"genre_scores_gemma":[0.9793935,0.015544375,0.0001354519,0.0005637485,0.0005535233,0.0009783995,0.00010146753,0.00009021391,0.002639318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99557835,0.0005891082,0.0012461758,0.00073675707,0.00039475964,0.0014548393],"domain_scores_gemma":[0.99792325,0.0007168853,0.00026092544,0.00064264936,0.00017886191,0.0002774269],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051072165,0.0003815414,0.0008238007,0.00061216846,0.00048604043,0.00006561682,0.00048302804,0.00066082244,0.000051330266],"category_scores_gemma":[0.00063078484,0.00038955102,0.000075338154,0.00018083214,0.00025610343,0.00029286748,0.0041999146,0.0032507393,0.000018867728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020718909,0.00007493038,0.9642663,0.0011238127,0.000098883516,0.00005387496,0.0056492775,0.0006748044,0.000005522499,0.001431922,0.00032974413,0.02608372],"study_design_scores_gemma":[0.0072143017,0.00032472573,0.7603567,0.010371876,0.000034288052,0.000008394655,0.034717273,0.0039686826,0.0000095982305,0.008911492,0.17216605,0.0019166057],"about_ca_topic_score_codex":0.0019217342,"about_ca_topic_score_gemma":0.0060260813,"teacher_disagreement_score":0.2039096,"about_ca_system_score_codex":0.0024170245,"about_ca_system_score_gemma":0.0012450141,"threshold_uncertainty_score":0.99985564},"labels":[],"label_agreement":null},{"id":"W3125303406","doi":"10.1920/bn.ifs.2021.bn0316","title":"Who is excluded from the government's Self Employment Income Support Scheme and what could the government do about it?","year":2021,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Income Support; Government (linguistics); Pound (networking); Population; Payment; Quarter (Canadian coin); Business; Economics; Economic growth; Finance; Geography; Demography; Sociology","score_opus":0.06877507985548194,"score_gpt":0.39702453375020547,"score_spread":0.32824945389472354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125303406","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083104216,0.085857816,0.000045559736,0.25500742,0.015796563,0.010479966,0.00379413,0.00060076936,0.54531354],"genre_scores_gemma":[0.02397746,0.46236497,0.0002142167,0.04466947,0.004499514,0.0021705795,0.00039368242,0.0003394687,0.46137062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890153,0.0007313912,0.0018506409,0.0013160614,0.0058631278,0.0012234919],"domain_scores_gemma":[0.9938577,0.002138091,0.0012739185,0.0019697847,0.0004832612,0.0002772401],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028206888,0.0010550552,0.0014910871,0.000022915248,0.0028424663,0.00047899937,0.0009054778,0.00086319644,0.0111255795],"category_scores_gemma":[0.0003213823,0.0005644559,0.0004184575,0.00022880091,0.0002679671,0.00044543002,0.0033851354,0.0022703817,0.0002227009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004220407,0.0001214388,0.21936929,0.00032306003,0.001736153,0.000039058363,0.010021719,4.7115957e-8,0.00000719674,0.00034255412,0.7650605,0.00293677],"study_design_scores_gemma":[0.0008877498,0.00009900546,0.09381019,0.0024529942,0.0005476845,0.0000050968038,0.043736305,0.000003751066,0.000023493596,0.00012802063,0.8576957,0.0006100339],"about_ca_topic_score_codex":0.0032388256,"about_ca_topic_score_gemma":0.0032687276,"teacher_disagreement_score":0.37650716,"about_ca_system_score_codex":0.0027104912,"about_ca_system_score_gemma":0.0014018574,"threshold_uncertainty_score":0.9996807},"labels":[],"label_agreement":null},{"id":"W3125562625","doi":"","title":"Experience Rating, Work Injuries and Benefit Costs: Some New Evidence","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Incentive; Work (physics); Workers' compensation; Actuarial science; Affect (linguistics); Compensation (psychology); Business; Health care; Occupational safety and health; Set (abstract data type); Rating system; Public economics; Finance; Economics; Medicine; Psychology; Engineering; Computer science; Economic growth","score_opus":0.030415699204447238,"score_gpt":0.37058308430738585,"score_spread":0.3401673851029386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125562625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399206,0.048779566,0.00033830098,0.009127318,0.0003833489,0.00025110866,7.4544675e-7,0.000068283036,0.0011307448],"genre_scores_gemma":[0.9588176,0.012586012,0.000066825894,0.0005053214,0.0015169074,0.00002903542,0.0000012685202,0.000022882961,0.026454141],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967676,0.00009866125,0.00047427812,0.00022502526,0.00027485518,0.002159592],"domain_scores_gemma":[0.99909526,0.00029352115,0.00026341184,0.00014663584,0.000099762125,0.00010139553],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009743119,0.00018407275,0.00023864255,0.00007729024,0.0016477702,0.000039572322,0.00019472989,0.00009323323,0.000078650075],"category_scores_gemma":[0.00016459682,0.00014760069,0.000048198126,0.00018703668,0.00009272129,0.0005204017,0.00012196851,0.0017287297,0.000041369014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009973841,0.000019492058,0.59193,0.000014051534,0.000045170407,0.000001985086,0.0028514867,0.0000019848585,0.00013082087,0.38902053,0.005375893,0.010508914],"study_design_scores_gemma":[0.0012607039,0.0004813629,0.17624392,0.001082683,0.000059970094,0.00003065503,0.01995134,0.000002586083,0.00007858713,0.78538877,0.014933953,0.0004854827],"about_ca_topic_score_codex":0.0014372902,"about_ca_topic_score_gemma":0.0042829174,"teacher_disagreement_score":0.41568604,"about_ca_system_score_codex":0.00082163775,"about_ca_system_score_gemma":0.0010006622,"threshold_uncertainty_score":0.99965197},"labels":[],"label_agreement":null},{"id":"W3125579414","doi":"","title":"Precarious Pathways: Evaluating the Provincial Nominee Programs in Canada","year":2010,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Career Pathways; Business; Economic growth; Political science; Public administration; Economics; Operations management","score_opus":0.06687159431532078,"score_gpt":0.34645306879543697,"score_spread":0.27958147448011617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125579414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97423524,0.0001650082,0.0000013558625,0.0026079607,0.0020664174,0.0018929961,0.000019976611,0.000083970255,0.018927092],"genre_scores_gemma":[0.9943605,0.000004320669,0.00012358723,0.0015575662,0.00093392207,0.0009603081,0.000020193369,0.000033051423,0.0020065715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997591,0.00034554306,0.00054919516,0.00032175911,0.00044548576,0.00074699323],"domain_scores_gemma":[0.998544,0.00051936187,0.00018800114,0.00044849596,0.00015163163,0.00014853371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011370678,0.00020978045,0.00027487136,0.000027245209,0.0011366537,0.000025562375,0.00036542592,0.00012927328,0.00031268227],"category_scores_gemma":[0.00072911434,0.00014238802,0.000051395742,0.0001896576,0.0000900012,0.00012009909,0.0002460486,0.0014666652,0.000100180536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006895146,0.00007035039,0.9522028,0.00009753554,0.000040210187,0.00001774491,0.0049413843,0.0000068409845,0.00092468516,0.017763028,0.0054900236,0.018376462],"study_design_scores_gemma":[0.003422264,0.0004189106,0.7783753,0.0005029799,0.000079863996,0.0000031152958,0.007541368,0.0004266828,0.00012123411,0.0047009448,0.20354348,0.0008638083],"about_ca_topic_score_codex":0.9399932,"about_ca_topic_score_gemma":0.99920547,"teacher_disagreement_score":0.19805346,"about_ca_system_score_codex":0.0004153882,"about_ca_system_score_gemma":0.002836005,"threshold_uncertainty_score":0.8742336},"labels":[],"label_agreement":null},{"id":"W3125622075","doi":"10.1016/s0147-9121(06)26008-4?utm_campaign=repec&amp;wt.mc_id=repec","title":"Firms, Industries, and Unemployment Insurance: An Analysis using Employer–Employee Data","year":2007,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Business; Labour economics; Unit (ring theory); Industrial organization; Economics","score_opus":0.17686339400541842,"score_gpt":0.4662406433225477,"score_spread":0.28937724931712927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125622075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910051,0.0002580032,0.0000135194205,0.00042056982,0.00020681926,0.0007385163,0.00018200751,0.000069106216,0.0071063316],"genre_scores_gemma":[0.9943182,0.0031624024,0.00033965945,0.00022860356,0.00033498715,0.000045277637,0.0002095581,0.00005711197,0.0013042253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957475,0.0005655098,0.0009834873,0.0009673926,0.00035655504,0.0013795431],"domain_scores_gemma":[0.9966249,0.0011739304,0.00019266279,0.0014696688,0.00018336989,0.00035550154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059615504,0.0002731916,0.0006203083,0.00083967665,0.0012377276,0.00004747484,0.00069625,0.00034197743,0.00014209746],"category_scores_gemma":[0.0005737444,0.00026567772,0.000052671458,0.0008920418,0.00038039044,0.00047809642,0.0013546891,0.0012780754,0.000008280122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011357881,0.00008418764,0.9512656,0.000039990082,0.00026800498,0.00001919112,0.0012376278,0.00013262164,0.00003576351,0.00016339234,0.00016059379,0.046479445],"study_design_scores_gemma":[0.0010747614,0.00014513163,0.95334864,0.00009654706,0.00007334164,0.0000016999757,0.008260024,0.0014661648,0.000019452313,0.00018947847,0.034955766,0.00036897277],"about_ca_topic_score_codex":0.0019347159,"about_ca_topic_score_gemma":0.014668872,"teacher_disagreement_score":0.046110474,"about_ca_system_score_codex":0.00070635026,"about_ca_system_score_gemma":0.00041453177,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W3125746461","doi":"","title":"The Evolution of Hourly Compensation in Canada between 1980 and 2010","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Census; Workforce; Wage inequality; Percentile; Wage; Distribution (mathematics); Economics; Compensation (psychology); Demographic economics; Inequality; Labour economics; Geography; Demography; Statistics; Economic growth; Mathematics; Psychology; Population; Sociology","score_opus":0.08718428003211526,"score_gpt":0.3969539051126495,"score_spread":0.30976962508053424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125746461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97009844,0.0005313765,4.248521e-7,0.002645543,0.0005523026,0.001016339,0.00011437777,0.000007158375,0.025034016],"genre_scores_gemma":[0.99402744,0.003985123,0.000016550337,0.000016389817,0.00017042768,0.00016695795,0.000044396045,0.000020222107,0.0015525038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718815,0.00083013746,0.0007516054,0.0003413952,0.000247095,0.0006416276],"domain_scores_gemma":[0.9970505,0.00189248,0.0002832919,0.00043495055,0.00022333203,0.00011540535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041325325,0.00015068366,0.00044754168,0.00019884552,0.0003744072,0.000011454378,0.0003032439,0.00023603442,0.000008409129],"category_scores_gemma":[0.00066849653,0.00012644785,0.000030221014,0.00008661833,0.00020106239,0.00004368686,0.0009804146,0.0017543641,0.0000020006696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000041803636,0.000008172057,0.98016673,0.00013909173,0.000035385256,0.0000012669922,0.0009855322,0.00016077273,0.0000026103735,0.00054668385,0.000794104,0.01711786],"study_design_scores_gemma":[0.0004889468,0.000029588466,0.9788399,0.00029656198,0.0000054421116,1.13133424e-7,0.008872882,0.00046645786,0.0000017866599,0.0047777602,0.006092167,0.00012844458],"about_ca_topic_score_codex":0.87185127,"about_ca_topic_score_gemma":0.9846076,"teacher_disagreement_score":0.112756364,"about_ca_system_score_codex":0.0064863153,"about_ca_system_score_gemma":0.0063792793,"threshold_uncertainty_score":0.99925363},"labels":[],"label_agreement":null},{"id":"W3125791320","doi":"","title":"Low-paid Work and Economically Vulnerable Families over the Last Two Decades","year":2005,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Demographic economics; Educational attainment; Immigration; Position (finance); Low income; Labour economics; Economics; Political science; Economic growth","score_opus":0.10799989041676404,"score_gpt":0.46693858816514305,"score_spread":0.358938697748379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125791320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8775031,0.009480847,0.0000046607756,0.08471747,0.00020383917,0.00079491065,0.000012665969,0.00011197438,0.02717054],"genre_scores_gemma":[0.963023,0.015878329,0.00006229702,0.0029505268,0.0011684347,0.00042806368,0.0000037675409,0.000039119306,0.016446441],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956468,0.0011410648,0.00064653397,0.0005695117,0.00059205206,0.0014040672],"domain_scores_gemma":[0.9932978,0.0054826085,0.000073426636,0.00046047717,0.00047486398,0.00021077938],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028917792,0.0003158173,0.00062872446,0.00013589146,0.0054891137,0.00008788801,0.00036857135,0.00012837062,0.00067133154],"category_scores_gemma":[0.0018468156,0.00018835698,0.000112928996,0.00058341323,0.0022213347,0.0005349524,0.0012258127,0.0015379834,0.0003671389],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005908645,0.00017963619,0.58446234,0.00041475947,0.0015730642,0.0000120953,0.016542766,0.000029185116,0.00011957906,0.10086101,0.271468,0.023746682],"study_design_scores_gemma":[0.0009727755,0.00016533336,0.34565672,0.00021439235,0.00004978409,8.6117797e-7,0.014246169,0.0000152557195,0.000038307324,0.00513353,0.6332187,0.00028816835],"about_ca_topic_score_codex":0.00016966129,"about_ca_topic_score_gemma":0.008207241,"teacher_disagreement_score":0.3617507,"about_ca_system_score_codex":0.00018784903,"about_ca_system_score_gemma":0.000105758496,"threshold_uncertainty_score":0.9958056},"labels":[],"label_agreement":null},{"id":"W3125871655","doi":"","title":"Trends in Occupational Mobility in France: 1982-2009","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Occupational mobility; Demographics; Demographic economics; Affect (linguistics); Social mobility; Labour economics; Geography; Economics; Demography; Psychology; Political science; Sociology","score_opus":0.035445732928973045,"score_gpt":0.40825670302817946,"score_spread":0.3728109700992064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125871655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985766,0.0061004045,0.000091863934,0.0023630986,0.00055302307,0.00015727672,0.0000071397126,0.000022068423,0.0049391394],"genre_scores_gemma":[0.99222696,0.0010447545,0.000015171513,0.00027582294,0.0006821687,0.000044509405,0.000010841122,0.000013595659,0.0056861825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957599,0.0003734734,0.00053516665,0.00013987729,0.00024382563,0.0029477738],"domain_scores_gemma":[0.9994526,0.0001420431,0.00015163356,0.00011935364,0.00005458349,0.00007982298],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036641136,0.00013843176,0.0002359078,0.000322488,0.0003581705,0.0000039133297,0.00013879141,0.0001253777,0.00041736162],"category_scores_gemma":[0.000090208436,0.00011578047,0.00007138489,0.00044126858,0.0000334714,0.0002687983,0.00004783773,0.002968157,0.00007880637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005477966,0.00017903339,0.9706812,0.000007143275,0.00001995,6.595781e-7,0.0015498007,0.000005756171,0.000010156222,0.017939461,0.0007152674,0.008836787],"study_design_scores_gemma":[0.0011887278,0.00007050952,0.96477854,0.000041826133,0.0000061416677,0.0000059081335,0.0022359104,0.000009269592,0.0000014204483,0.02295221,0.008590262,0.0001192886],"about_ca_topic_score_codex":0.0007588697,"about_ca_topic_score_gemma":0.010992921,"teacher_disagreement_score":0.010234051,"about_ca_system_score_codex":0.0013979991,"about_ca_system_score_gemma":0.0009770492,"threshold_uncertainty_score":0.999332},"labels":[],"label_agreement":null},{"id":"W3126092925","doi":"","title":"Job Tenure in Britain, 1975-2000. Is a Job for Life or Just for Christmas?","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Demographic economics; Turnover; Labour economics; Educational attainment; Economics; Geography; Economic growth","score_opus":0.0709351577621124,"score_gpt":0.38765583775531054,"score_spread":0.31672067999319814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126092925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6270317,0.08843424,0.008858891,0.2466257,0.0038491918,0.010227047,0.000329197,0.0003824772,0.014261542],"genre_scores_gemma":[0.7450394,0.021574821,0.00032628834,0.008457146,0.004437556,0.0010818802,0.000016014916,0.00016592337,0.21890096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945517,0.00015952019,0.0008003754,0.0003254392,0.0002565807,0.003906389],"domain_scores_gemma":[0.9985401,0.00048682748,0.00030560116,0.00020498432,0.0002881023,0.00017440329],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019502047,0.0002782585,0.0004993367,0.00020647436,0.001528256,0.000024856037,0.00026685803,0.0002462767,0.00045694315],"category_scores_gemma":[0.00065204257,0.0002133844,0.00023483095,0.00028227852,0.000048981343,0.00018695141,0.000060085033,0.0021888912,0.000082553706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016886513,0.00036347704,0.12227081,0.0005893119,0.00083753123,0.000014700982,0.015646558,0.0000059713448,0.00008215931,0.054473195,0.7805749,0.023452703],"study_design_scores_gemma":[0.015666999,0.002836456,0.012064056,0.0006133883,0.00027948417,0.000094869145,0.030692741,0.00045082127,0.000012709069,0.07805993,0.85829324,0.0009353125],"about_ca_topic_score_codex":0.0002180623,"about_ca_topic_score_gemma":0.01120451,"teacher_disagreement_score":0.23816857,"about_ca_system_score_codex":0.0012193952,"about_ca_system_score_gemma":0.0021726633,"threshold_uncertainty_score":0.9997716},"labels":[],"label_agreement":null},{"id":"W3127566603","doi":"10.1111/irel.12269","title":"Labor Markets in Crisis: The Double Liability of Low‐Wage Work During COVID‐19","year":2020,"lang":"en","type":"article","venue":"Industrial Relations A Journal of Economy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; World Wildlife Fund Canada; University of Toronto","funders":"University of Toronto","keywords":"Earnings; Coronavirus disease 2019 (COVID-19); Distribution (mathematics); Wage; Work (physics); Economics; Liability; Labour economics; Shutdown; Demographic economics; Medicine; Finance","score_opus":0.10506006825109028,"score_gpt":0.36479138849411774,"score_spread":0.2597313202430275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127566603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93035764,0.0004238311,0.00003158403,0.066583276,0.00019048563,0.0003521129,0.0000119829465,0.000006348808,0.0020427664],"genre_scores_gemma":[0.99805987,0.00021529972,0.000052786945,0.0009861192,0.0004548067,0.000013456122,9.777411e-7,0.0000057566526,0.00021093641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855006,0.00027042878,0.0008224725,0.00010649291,0.00007908855,0.00017143157],"domain_scores_gemma":[0.998264,0.00085694686,0.00053420453,0.00009035187,0.0001147473,0.00013971399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014507782,0.000086667336,0.00029045963,0.000027595697,0.000623839,0.000010986859,0.00011173307,0.00020103561,0.00029857596],"category_scores_gemma":[0.0005065934,0.00006201337,0.00014598346,0.00027128495,0.00009212253,0.0002395496,0.00008404719,0.0009806423,0.000003316464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050870166,0.000047134574,0.9335485,0.000069471615,0.00016652883,0.0000019503202,0.033152413,0.00016652509,0.0000050047256,0.0015927347,0.030591715,0.00014932698],"study_design_scores_gemma":[0.019234102,0.0002173433,0.7092672,0.00056506303,0.00020321914,0.0000030785097,0.11366615,0.0000735062,0.000031163472,0.004324831,0.15208177,0.00033255937],"about_ca_topic_score_codex":0.000048910886,"about_ca_topic_score_gemma":0.000015273268,"teacher_disagreement_score":0.22428128,"about_ca_system_score_codex":0.00012492509,"about_ca_system_score_gemma":0.00041620198,"threshold_uncertainty_score":0.47981283},"labels":[],"label_agreement":null},{"id":"W3127920468","doi":"10.26522/ssj.v15i1.2436","title":"Facilitators and Inhibitors of Mental Discrimination in the Workplace: A Traditional Review","year":2021,"lang":"en","type":"review","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Scopus; Inclusion (mineral); Diversity (politics); Psychology; Productivity; Value (mathematics); Mental health; Public relations; Social psychology; Applied psychology; MEDLINE; Political science; Law; Psychiatry; Economics","score_opus":0.29316787325038196,"score_gpt":0.5339292026551619,"score_spread":0.2407613294047799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127920468","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046445377,0.99116737,2.654576e-7,0.0020835882,0.0013338126,0.0016420988,0.00021026123,0.000008543979,0.003507645],"genre_scores_gemma":[0.00006176908,0.99745136,0.000009692331,0.00034753967,0.00071438786,0.0009742467,0.00009141846,0.000015175963,0.00033443124],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602944,0.0019626282,0.0010769481,0.0002814199,0.00036157575,0.00028801744],"domain_scores_gemma":[0.9966429,0.0026796856,0.00042411315,0.000105583706,0.00012985517,0.000017902325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016750377,0.00027842188,0.0016933659,0.000107575914,0.00072046474,0.000003075061,0.0001427929,0.00018269454,0.000024124605],"category_scores_gemma":[0.0013143304,0.00018466535,0.00019424337,0.00064579514,0.00037206576,0.00006058311,0.00023594458,0.00076077104,0.0000041114167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006782497,0.0000998539,0.0002867533,0.42547393,0.00033185096,0.000016311262,0.09240518,1.511199e-8,1.4166434e-8,0.009932992,0.2679051,0.20354122],"study_design_scores_gemma":[0.00022816207,0.000022134085,0.00020758042,0.13882837,0.0014521895,0.0000010969994,0.09716986,3.1097212e-8,3.9352255e-9,0.0002721571,0.7616506,0.00016779482],"about_ca_topic_score_codex":0.000025773774,"about_ca_topic_score_gemma":0.00022150051,"teacher_disagreement_score":0.49374554,"about_ca_system_score_codex":0.00034737552,"about_ca_system_score_gemma":0.00018408781,"threshold_uncertainty_score":0.7530434},"labels":[],"label_agreement":null},{"id":"W3127937558","doi":"10.1111/blar.13232","title":"Resistance to Chronic Violence in Informal Workplaces: The Strategies of Domestic Workers in Brazil (2003–2018)","year":2021,"lang":"en","type":"article","venue":"Bulletin of Latin American Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Notice; Resistance (ecology); Negotiation; Pleading; Migrant workers; Work (physics); Domestic violence; Business; Criminology; Political science; Human factors and ergonomics; Sociology; Poison control; Economic growth; Economics; Medicine; Law; Environmental health; Engineering","score_opus":0.061900688707163164,"score_gpt":0.44987698001306065,"score_spread":0.3879762913058975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127937558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.925947,0.0014397455,0.000019725127,0.021093776,0.00009475884,0.0009094437,0.000013480011,0.000016706583,0.05046535],"genre_scores_gemma":[0.9905566,0.0010135,0.00067942915,0.00022291866,0.000055626613,0.00025941103,0.0000044524,0.00001723867,0.0071907975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961261,0.0012203481,0.00079985306,0.00027808317,0.00074553036,0.00083007646],"domain_scores_gemma":[0.9958121,0.0028509293,0.00022439708,0.00045695706,0.0005759775,0.000079620186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027780943,0.00013721644,0.00043630818,0.00025881638,0.00025933897,0.000013439654,0.00046119987,0.0000643166,0.00065408705],"category_scores_gemma":[0.0023499068,0.000104707266,0.00003566282,0.0030069237,0.0008973225,0.000030792657,0.0004945392,0.0009167946,0.00009930595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051781186,0.00010066895,0.9401335,0.00056196586,0.000026343345,0.000033606993,0.0064472896,0.00035662504,0.00013324674,0.0032846075,0.041896082,0.0065082293],"study_design_scores_gemma":[0.0006675727,0.0002243819,0.85390085,0.0032918104,0.0000031315546,2.1248438e-7,0.08569001,0.0000091969905,0.000052386244,0.00023832118,0.055799324,0.00012278503],"about_ca_topic_score_codex":0.008989208,"about_ca_topic_score_gemma":0.02433612,"teacher_disagreement_score":0.08623265,"about_ca_system_score_codex":0.00020234859,"about_ca_system_score_gemma":0.0017337584,"threshold_uncertainty_score":0.99761003},"labels":[],"label_agreement":null},{"id":"W3128156152","doi":"10.64628/aam.gqjv4mq4f","title":"Canadian dads are doing more at home than before the coronavirus pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Geography; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.11390324640706533,"score_gpt":0.41129764820603687,"score_spread":0.29739440179897153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128156152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7163347,0.0027207574,0.0000259103,0.20159514,0.0044599287,0.0031084414,0.0009011428,0.00066167867,0.070192315],"genre_scores_gemma":[0.95020825,0.0004576323,0.000039398128,0.010111314,0.0011937334,0.0004985297,0.00034181855,0.00008509558,0.037064217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713475,0.00029476985,0.0005817479,0.0006474199,0.00036068753,0.0009806536],"domain_scores_gemma":[0.99807775,0.00021065852,0.00036593148,0.00076736574,0.00014454423,0.0004337447],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003881849,0.00046931833,0.0006413417,0.00009907161,0.0027197613,0.000025163383,0.00073149306,0.00061504205,0.0016011263],"category_scores_gemma":[0.00006748501,0.00029167804,0.00021103384,0.00016613043,0.00011980099,0.00004115825,0.002751941,0.0023401424,0.0007618562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014789092,0.0000044204658,0.9348661,0.00028996138,0.00015806343,0.000024658248,0.0152346995,0.0000056240733,0.0000016597386,0.00076491694,0.047373038,0.0012620791],"study_design_scores_gemma":[0.00031614033,0.000025079828,0.76354796,0.0005558697,0.00010432983,0.0000015600685,0.012842201,0.00003345162,9.011742e-7,0.002300283,0.21991561,0.0003566258],"about_ca_topic_score_codex":0.4553555,"about_ca_topic_score_gemma":0.9696027,"teacher_disagreement_score":0.5142472,"about_ca_system_score_codex":0.0015184047,"about_ca_system_score_gemma":0.0008129283,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W3128453502","doi":"","title":"\"Giving Dignity to Suffering\": 'Dirty Work' and Emotion Management among Frontline Caseworkers","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dignity; Work (physics); Psychology; Business; Engineering; Political science; Law","score_opus":0.025402225384272496,"score_gpt":0.2927073481353604,"score_spread":0.2673051227510879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128453502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45110145,0.000065052285,0.00040844522,0.00022712217,0.0011450364,0.0011115551,0.000018499624,0.00016715571,0.5457557],"genre_scores_gemma":[0.1075864,0.00010623967,0.0004726761,0.00013259734,0.00025864944,0.00001253018,0.00018709559,0.000062560444,0.89118123],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979004,0.00020418824,0.0003421748,0.0006631923,0.00027888714,0.0006111219],"domain_scores_gemma":[0.99892485,0.00008886003,0.00027515338,0.00030473722,0.00017090977,0.00023549506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000218029,0.00043521525,0.00047458804,0.00030089947,0.0011849486,0.000033738197,0.00026976498,0.00040343468,0.022639284],"category_scores_gemma":[0.000022936518,0.00045392572,0.000102801234,0.000524893,0.000066327804,0.00020910731,0.00042085364,0.00057684316,0.00017403105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011513404,0.000098421566,0.5093603,0.002062668,0.0007260207,0.00021808593,0.016855402,0.0000052930986,0.0000091157035,0.0008146987,0.03464206,0.4340566],"study_design_scores_gemma":[0.00091696385,0.00010121284,0.46658364,0.0017346278,0.00028953026,1.8121433e-7,0.036253948,0.000004719307,0.000009575889,0.000056853034,0.4935301,0.0005186604],"about_ca_topic_score_codex":0.00060263166,"about_ca_topic_score_gemma":0.011654403,"teacher_disagreement_score":0.45888802,"about_ca_system_score_codex":0.00037436388,"about_ca_system_score_gemma":0.000038072765,"threshold_uncertainty_score":0.99979126},"labels":[],"label_agreement":null},{"id":"W3128656542","doi":"10.15173/glj.v12i1.4307","title":"Beyond the Coronavirus: Understanding Crises of Social Reproduction","year":2021,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproduction; Social reproduction; Capitalism; Capital (architecture); Politics; Contradiction; Social capital; Sociology; Political economy; Economics; Political science; Social science; Law; Biology; Ecology; Epistemology; History","score_opus":0.1478648097561817,"score_gpt":0.4404851686811413,"score_spread":0.29262035892495963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128656542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8290869,0.0064816545,0.00082093483,0.08036324,0.0063184244,0.0002500506,0.0001507375,0.000056913937,0.07647114],"genre_scores_gemma":[0.9940332,0.0007580764,0.0000596748,0.0009942485,0.0017113988,0.0000037967334,0.0000039232873,0.000007647712,0.0024279985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99846244,0.00042083857,0.00038852266,0.00013709409,0.00029689714,0.0002941996],"domain_scores_gemma":[0.9991234,0.00008387127,0.00029756906,0.00012691699,0.00032303407,0.000045231252],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007272391,0.000088520974,0.00018268783,0.000016475664,0.0023977647,0.000019071435,0.000110055444,0.000070479306,0.0008334157],"category_scores_gemma":[0.00024547824,0.000059929815,0.00009171406,0.00025541068,0.00009369678,0.000102458165,0.000113251386,0.00041080284,0.000025794798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119065095,0.00006945687,0.23235586,0.00007678477,0.00023479293,0.000035854333,0.0049305498,0.0000029693267,0.00017648663,0.56535816,0.19359036,0.0030496907],"study_design_scores_gemma":[0.0011031606,0.00006610629,0.40697727,0.00011125338,0.00011887691,0.00010497267,0.06876622,7.685239e-7,0.0000831931,0.24821888,0.27428564,0.0001636728],"about_ca_topic_score_codex":0.00006573542,"about_ca_topic_score_gemma":0.00017681862,"teacher_disagreement_score":0.31713927,"about_ca_system_score_codex":0.0003487809,"about_ca_system_score_gemma":0.000236762,"threshold_uncertainty_score":0.99890095},"labels":[],"label_agreement":null},{"id":"W3128937647","doi":"10.1177/0020731420987079","title":"Situating the Pandemic: Welfare Capitalism and Canada’s Liberal Regime","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Restructuring; Situated; Welfare; Pandemic; Capitalism; Welfare state; Coronavirus disease 2019 (COVID-19); Social Welfare; Economics; Political science; Political economy; Development economics; Economic growth; Market economy; Politics; Law","score_opus":0.03120209305114603,"score_gpt":0.38318571595794343,"score_spread":0.3519836229067974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128937647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56189424,0.0059162653,0.0000060690604,0.42928407,0.0020703778,0.00009943201,0.000014554676,0.0000071818718,0.0007078385],"genre_scores_gemma":[0.96822387,0.0014581229,0.000050378094,0.028389266,0.00091604475,0.000005462334,0.0000083822015,0.000009327082,0.0009391167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980418,0.00039492632,0.00069702097,0.00009439875,0.000540033,0.00023183154],"domain_scores_gemma":[0.9977789,0.00044972377,0.00078097556,0.00009922608,0.00081951474,0.00007169391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009445551,0.000091334536,0.00019610216,0.000031099262,0.0011103847,0.000029304989,0.00033809012,0.000035875983,0.00010210523],"category_scores_gemma":[0.000052962085,0.000050073046,0.000041019328,0.000047854228,0.00003052016,0.00013592673,0.00019271414,0.0004293771,0.0000021560063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007462272,0.00003676177,0.8959977,0.0003826972,0.00053142617,0.000117908916,0.038986914,0.000021010379,0.00002818812,0.006432246,0.042712767,0.0146777565],"study_design_scores_gemma":[0.0007350833,0.00003912933,0.55905753,0.00069668755,0.000022316703,0.00014995046,0.050851427,0.000032163152,0.000004265683,0.0014165464,0.38690504,0.000089856076],"about_ca_topic_score_codex":0.3416809,"about_ca_topic_score_gemma":0.82192624,"teacher_disagreement_score":0.48024535,"about_ca_system_score_codex":0.00020322677,"about_ca_system_score_gemma":0.0012221448,"threshold_uncertainty_score":0.85402936},"labels":[],"label_agreement":null},{"id":"W3129489542","doi":"10.1016/s0140-6736(20)32545-9","title":"Public policy and health in the Trump era","year":2021,"lang":"en","type":"review","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":156,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Impact","funders":"National Institute on Minority Health and Health Disparities; Open Society Foundations; Doris Duke Charitable Foundation","keywords":"Public health; Political science; Health policy; Public health policy; Public administration; Medicine; Nursing","score_opus":0.43028056425415473,"score_gpt":0.5381930027928838,"score_spread":0.10791243853872912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129489542","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028547454,0.71776587,3.768284e-7,0.26897067,0.00016260115,0.0008158619,0.000048816342,0.000024159868,0.012208801],"genre_scores_gemma":[0.000011846625,0.97496897,0.000007675474,0.019637438,0.003401361,0.0003548317,0.00006995259,0.000022730483,0.0015251786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99613476,0.0023958988,0.00048860064,0.00020739181,0.00014102423,0.0006323276],"domain_scores_gemma":[0.9980954,0.00093279086,0.00027354324,0.0006280011,0.00002724914,0.00004302716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026758905,0.00021127079,0.00168009,0.00008617416,0.0008450989,0.000029317584,0.00049408624,0.00012759175,0.00006404099],"category_scores_gemma":[0.0002503243,0.0000905627,0.00010192025,0.000492337,0.00006826851,0.000030374953,0.0002966942,0.0012675809,0.00006222485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.0088616e-7,0.000011715627,0.0005619246,0.0072115725,0.000049115035,0.0000018098671,0.0023475336,2.3092546e-9,4.6618565e-10,0.05502672,0.26621175,0.66857696],"study_design_scores_gemma":[0.0002049268,0.0000148807185,0.001752203,0.006805324,0.00003005754,0.0000035360506,0.00036878028,6.181637e-8,2.1315591e-10,0.0009380066,0.98979616,0.000086048094],"about_ca_topic_score_codex":0.00083804014,"about_ca_topic_score_gemma":0.0015102922,"teacher_disagreement_score":0.7235844,"about_ca_system_score_codex":0.00013716289,"about_ca_system_score_gemma":0.0010508269,"threshold_uncertainty_score":0.6499903},"labels":[],"label_agreement":null},{"id":"W3130022452","doi":"10.3389/fsoc.2021.596939","title":"Contingent Relations: Migrant Wellbeing and Economic Development in Rural Manitoba","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hospitality; Tourism; Ethnography; Immigration; Scholarship; State (computer science); Sociology; Economic growth; Transnationalism; Gender studies; Political science; Economics; Law; Politics","score_opus":0.028726060327392052,"score_gpt":0.3301344572844784,"score_spread":0.3014083969570863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130022452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98697394,0.005592519,0.000161616,0.0037619574,0.0017074689,0.00025010022,0.0000020586247,0.00002086791,0.0015294962],"genre_scores_gemma":[0.99197686,0.00080972054,0.0044925446,0.00066864956,0.00012850543,0.00016808446,0.00003253596,0.000014092381,0.0017090032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986273,0.00034681844,0.00044227907,0.00019402416,0.000034500565,0.0003550545],"domain_scores_gemma":[0.99959165,0.0001870454,0.00008802919,0.00008075992,0.000022358023,0.00003014352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413626,0.000100459976,0.00029874188,0.00009209058,0.00030929875,0.0000022431097,0.000052786334,0.00017818857,0.000059358776],"category_scores_gemma":[0.00007567672,0.00010155332,0.000022810167,0.00004048161,0.00014781386,0.000046185807,0.00012357204,0.00034307552,0.000036760575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013546714,0.000011898777,0.9565779,0.000021740394,0.000030284607,0.000010739971,0.028563807,0.000003264322,0.000011562481,0.0010391087,0.012123154,0.0015930006],"study_design_scores_gemma":[0.0010251256,0.000010027242,0.86000127,0.00010209128,0.000006460522,6.7272816e-7,0.068348736,0.00004809992,0.000006942601,0.0048034736,0.06552446,0.00012262524],"about_ca_topic_score_codex":0.0004415333,"about_ca_topic_score_gemma":0.0069305664,"teacher_disagreement_score":0.09657661,"about_ca_system_score_codex":0.00044991463,"about_ca_system_score_gemma":0.00016919986,"threshold_uncertainty_score":0.41412243},"labels":[],"label_agreement":null},{"id":"W3130424831","doi":"10.1016/j.socscimed.2021.113774","title":"Accumulation of economic hardship and health during the COVID-19 pandemic: Social causation or selection?","year":2021,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; University of Calgary","funders":"University of Toronto","keywords":"Pandemic; Causation; Distress; Psychology; Poverty; Harm; Perspective (graphical); Unemployment; Demography; Political science; Medicine; Social psychology; Coronavirus disease 2019 (COVID-19); Economic growth; Sociology; Economics; Clinical psychology; Disease","score_opus":0.3215901869332251,"score_gpt":0.5528806865258373,"score_spread":0.23129049959261222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130424831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9009844,0.00012169709,0.00008626436,0.096891336,0.00043153946,0.0003189986,0.000005854404,0.000039560982,0.0011203514],"genre_scores_gemma":[0.9950924,0.0001257414,0.0000036047104,0.002801373,0.0011165146,0.000022342207,0.000005467373,0.000004664376,0.0008279294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867594,0.00024399524,0.00033364436,0.00019629617,0.00026801781,0.00028207476],"domain_scores_gemma":[0.9992522,0.00021613501,0.0002630601,0.00005118405,0.00013089029,0.00008655927],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023743967,0.000070566,0.0002067445,0.0000582479,0.004757861,0.0000061320416,0.00008212389,0.00005368511,0.0002913056],"category_scores_gemma":[0.00052105845,0.000044755045,0.000018406019,0.00040077508,0.00063143915,0.0001227312,0.00006535802,0.00017754802,0.000002357268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028224418,0.000006744731,0.9120347,0.00010607849,0.000009552252,3.025613e-7,0.07673093,0.0000022373056,0.0006822464,0.0052445997,0.0036276258,0.0015267651],"study_design_scores_gemma":[0.0008985753,0.000045469336,0.9767962,0.000030561805,0.000015221358,0.0000021536864,0.014697927,0.000023652068,0.000015953794,0.001911126,0.0055030435,0.000060107148],"about_ca_topic_score_codex":0.0020627654,"about_ca_topic_score_gemma":0.0048891087,"teacher_disagreement_score":0.09410796,"about_ca_system_score_codex":0.00075248093,"about_ca_system_score_gemma":0.0016164811,"threshold_uncertainty_score":0.9965378},"labels":[],"label_agreement":null},{"id":"W3131075951","doi":"10.1111/cars.12323","title":"Patterns and stratification of stressor exposure among Canadian workers","year":2021,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Stressor; Psychology; Latent class model; Clinical psychology","score_opus":0.07579225311381457,"score_gpt":0.3493291979033589,"score_spread":0.2735369447895444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131075951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462168,0.03407313,0.0000037090665,0.015367813,0.00042122888,0.0006680031,0.0008395589,0.000018794371,0.0023909376],"genre_scores_gemma":[0.9762082,0.019204754,0.000076176264,0.0033151018,0.00013187362,0.00016020842,0.000370202,0.000025729018,0.0005077538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966453,0.0008239181,0.00081137806,0.00041549484,0.000048945956,0.0012549736],"domain_scores_gemma":[0.9970039,0.0005501994,0.00043366404,0.0004516537,0.000569306,0.0009912574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012655249,0.00024429025,0.00083273544,0.00016079725,0.000567457,0.0000029116597,0.00027808608,0.00073362194,0.0005487509],"category_scores_gemma":[0.0015377476,0.00024668433,0.00015162832,0.00018876255,0.00064069545,0.00006387712,0.0000489199,0.0008183852,0.00000728289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016582911,0.0000051244206,0.9746771,0.004191438,0.00012595403,0.00004166145,0.0069665182,7.074848e-7,0.000031240015,0.0048652673,0.007631462,0.0014619014],"study_design_scores_gemma":[0.00021524665,0.00005930756,0.9515131,0.004291921,0.000114681156,0.0000032813557,0.037557196,0.0000018408156,0.000007113774,0.0015647685,0.0044519235,0.0002196113],"about_ca_topic_score_codex":0.69344634,"about_ca_topic_score_gemma":0.9942653,"teacher_disagreement_score":0.30081895,"about_ca_system_score_codex":0.0012653694,"about_ca_system_score_gemma":0.0047312835,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W3132645557","doi":"10.34989/sdp-2021-2","title":"COVID-19 Crisis: Lessons Learned for Future Policy Research","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Political science; Humanities; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Medicine; Art; Virology","score_opus":0.2957264197251835,"score_gpt":0.5692057464997166,"score_spread":0.27347932677453307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132645557","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12617016,0.0025848565,0.000017349254,0.72961015,0.0030630976,0.008663729,0.0009488602,0.00028812082,0.1286537],"genre_scores_gemma":[0.5041268,0.3157463,0.0016936617,0.01641009,0.024749938,0.029127417,0.0020205243,0.0008267363,0.10529851],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98849756,0.004183573,0.0013705732,0.0020369985,0.00078161043,0.0031296953],"domain_scores_gemma":[0.98939097,0.0059435973,0.0003313307,0.0020918145,0.0012213103,0.0010210047],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.013834238,0.0005349449,0.0012327658,0.0018514373,0.0036868998,0.00017670754,0.0014609718,0.0016738825,0.0005772038],"category_scores_gemma":[0.012595692,0.00054969,0.00040351358,0.00065697683,0.00056220323,0.00013340835,0.0057026907,0.008724405,0.000052410764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002882569,0.0015475639,0.06213532,0.021179115,0.0022663209,0.00031910653,0.118688695,0.0025958132,0.00018522507,0.08902909,0.4542217,0.24494949],"study_design_scores_gemma":[0.0017077863,0.00014802949,0.0028692607,0.000449844,0.000017472648,0.0000016194776,0.123569705,0.00012892812,0.00001412995,0.023101112,0.84742564,0.0005664698],"about_ca_topic_score_codex":0.0032317212,"about_ca_topic_score_gemma":0.012105046,"teacher_disagreement_score":0.71320003,"about_ca_system_score_codex":0.0067841983,"about_ca_system_score_gemma":0.018081192,"threshold_uncertainty_score":0.9996955},"labels":[],"label_agreement":null},{"id":"W3132712158","doi":"10.32674/jis.v11i2.1779","title":"“We Begin 300 Metres Behind the Starting Line”","year":2021,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Currency; Psychosocial; Qualitative research; Content analysis; Mental health; Psychology; Sociology; Economics; Social science; Psychiatry","score_opus":0.07594139585658995,"score_gpt":0.48298584077977463,"score_spread":0.4070444449231847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132712158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92543113,0.0016210504,0.00013776413,0.06207664,0.0034573046,0.000102515645,0.000011113001,0.000009077009,0.0071534277],"genre_scores_gemma":[0.97901607,0.0012013983,0.00017722872,0.002304428,0.0018534943,0.000007275101,0.000003539445,0.000012418363,0.015424154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978674,0.00020814964,0.0006684675,0.00008962045,0.0009816131,0.00018472051],"domain_scores_gemma":[0.9979778,0.00048599657,0.00057154876,0.00009030972,0.0008216813,0.000052674583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008503213,0.0000915692,0.00018434701,0.000075151635,0.0004529393,0.000039022212,0.00049558375,0.00004184455,0.0008505152],"category_scores_gemma":[0.0006110276,0.00005550999,0.00012850775,0.00007922739,0.000027200307,0.00014545915,0.0003700418,0.0004872009,0.000055957637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054647822,0.00016199084,0.9415793,0.000012757424,0.00063442887,0.00007450709,0.00710074,0.000022326118,0.00021187126,0.0005710709,0.047607332,0.0019690255],"study_design_scores_gemma":[0.0020561554,0.00012559557,0.6325063,0.00062618835,0.00010557619,0.000016965954,0.019919852,0.00001967557,0.00043193233,0.0027145797,0.34133127,0.00014591236],"about_ca_topic_score_codex":0.000040009927,"about_ca_topic_score_gemma":0.00020368618,"teacher_disagreement_score":0.309073,"about_ca_system_score_codex":0.00013877703,"about_ca_system_score_gemma":0.00009950818,"threshold_uncertainty_score":0.9312545},"labels":[],"label_agreement":null},{"id":"W3133119833","doi":"","title":"Job Training, Remote Working, and Self-Employment: Displaced Workers Beyond Employment Hysteresis","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Demographic economics; Self-employment; Bankruptcy; Labour economics; Human capital; Pandemic; Business; Unemployment; Coronavirus disease 2019 (COVID-19); Economics; Entrepreneurship; Economic growth; Medicine; Geography; Finance","score_opus":0.08373659844622885,"score_gpt":0.39981541856042335,"score_spread":0.3160788201141945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133119833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8548807,0.0015795138,0.000003877356,0.0039112368,0.0015892197,0.0027160991,0.0000564876,0.0002271086,0.13503578],"genre_scores_gemma":[0.9015696,0.04277736,0.0019588866,0.00091578043,0.0014266338,0.001371495,0.00026390032,0.00041590288,0.04930043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99139315,0.0019171156,0.0017205444,0.0020032679,0.00064130395,0.0023246366],"domain_scores_gemma":[0.99515885,0.0019547686,0.0005698287,0.0015438588,0.00023178068,0.00054093776],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003983775,0.00081431406,0.0015261791,0.0007239225,0.0014929865,0.00021063874,0.00081628555,0.0011005918,0.00032359574],"category_scores_gemma":[0.0005148407,0.00084316893,0.00031336353,0.00028926836,0.00041168954,0.00014441487,0.004471841,0.0044841673,0.000025778996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037156782,0.00033303432,0.7117243,0.0013951806,0.0014964163,0.00019104265,0.042905536,0.00021295567,0.000034545094,0.00032174695,0.003156023,0.23785767],"study_design_scores_gemma":[0.0074369153,0.0005527114,0.47368774,0.01301823,0.00031316568,0.000015797363,0.081611454,0.0018520722,0.000039810533,0.0036745274,0.4142603,0.0035372784],"about_ca_topic_score_codex":0.0011293817,"about_ca_topic_score_gemma":0.008518291,"teacher_disagreement_score":0.4111043,"about_ca_system_score_codex":0.0021411153,"about_ca_system_score_gemma":0.0014160344,"threshold_uncertainty_score":0.99980694},"labels":[],"label_agreement":null},{"id":"W3133535734","doi":"10.57132/jiss.33","title":"Was Health and Safety a Strike Issue? Workers, Unions and the Body in Twentieth-Century Scotland","year":2015,"lang":"en","type":"article","venue":"Journal of Irish and Scottish Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Occupational safety and health; History; Environmental health; Medicine; Law","score_opus":0.06395709579148376,"score_gpt":0.4067654839324505,"score_spread":0.3428083881409667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133535734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5996247,0.32484335,0.0000077119985,0.07240555,0.0011050144,0.000565898,0.000012438945,0.000012519249,0.0014228093],"genre_scores_gemma":[0.6763687,0.31920817,0.00013897347,0.0023863458,0.0006008211,0.000016257354,0.0000021974538,0.000017703298,0.0012608003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975662,0.00070135656,0.00086382707,0.00017500584,0.00028807012,0.00040552294],"domain_scores_gemma":[0.9979979,0.0007911832,0.0005281471,0.000106577674,0.00030060427,0.000275613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029203766,0.00018854841,0.00080383086,0.00013617302,0.00093512476,0.000030696185,0.000092223825,0.00007597589,0.0000051438587],"category_scores_gemma":[0.0007577025,0.00010982066,0.000048743153,0.00019142411,0.00047732925,0.0002020595,0.0002467223,0.00064063194,0.0000014243085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006277508,0.000032670312,0.62870234,0.00015658657,0.0002429416,0.000013549389,0.028026056,5.090019e-7,6.891135e-7,0.00015661353,0.33919206,0.002848241],"study_design_scores_gemma":[0.017827006,0.00080014765,0.3987779,0.0028064814,0.00015148602,0.00005811795,0.33405825,0.000009198885,5.7859495e-7,0.0026432977,0.24258292,0.00028461465],"about_ca_topic_score_codex":0.000362671,"about_ca_topic_score_gemma":0.00060297427,"teacher_disagreement_score":0.3060322,"about_ca_system_score_codex":0.00008949311,"about_ca_system_score_gemma":0.00022636677,"threshold_uncertainty_score":0.71923184},"labels":[],"label_agreement":null},{"id":"W3133596884","doi":"10.3138/cpp.2020-109","title":"Predicted Earnings Losses from Graduating during COVID-19","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Statistics Canada; Memorial University of Newfoundland","funders":"","keywords":"Earnings; Graduation (instrument); Unemployment; Demographic economics; Coronavirus disease 2019 (COVID-19); Recession; Population; Cohort; Political science; Demography; Economics; Humanities; Sociology; Art; Economic growth; Medicine; Accounting; Engineering","score_opus":0.08241746083482708,"score_gpt":0.3972087141660523,"score_spread":0.3147912533312252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133596884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76636857,0.00025479417,0.000014944284,0.20674977,0.0003533861,0.00023001584,0.00054459553,0.00022140813,0.025262525],"genre_scores_gemma":[0.96369594,0.00008580513,0.000051801064,0.020382322,0.0017216571,0.00010457658,0.00036743312,0.00004054971,0.013549927],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974818,0.0003546611,0.00038773383,0.000375141,0.00020801104,0.0011926212],"domain_scores_gemma":[0.99699676,0.00037790247,0.00014357759,0.00036690477,0.00024404807,0.0018707865],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023297749,0.00018455982,0.00026283402,0.00043151478,0.003090831,0.00005506886,0.0002253735,0.00017427524,0.0024626243],"category_scores_gemma":[0.008405732,0.00019395242,0.00006646307,0.00085049635,0.0000935083,0.00020347474,0.00016987597,0.000505368,0.00020789815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035178412,0.000010225006,0.8999664,0.00010599015,0.000101594494,0.00011328084,0.0063725063,0.0000010024747,0.000099892146,0.017514706,0.07487797,0.0008328942],"study_design_scores_gemma":[0.0006217395,0.0000071714,0.44836423,0.000054850767,0.000012214137,0.0000030668343,0.002362377,0.000007509392,0.0000137316365,0.0015586399,0.546815,0.00017946732],"about_ca_topic_score_codex":0.7695699,"about_ca_topic_score_gemma":0.7747875,"teacher_disagreement_score":0.47193703,"about_ca_system_score_codex":0.001992014,"about_ca_system_score_gemma":0.016623145,"threshold_uncertainty_score":0.9999469},"labels":[],"label_agreement":null},{"id":"W3133811311","doi":"10.34989/san-2021-1","title":"The Bank of Canada COVID‑19 stringency index: measuring policy response across provinces","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Index (typography); Context (archaeology); Government (linguistics); Coronavirus disease 2019 (COVID-19); Social distance; Public policy; Business; Public economics; Geography; Political science; Economics; Economic growth; Computer science; Medicine","score_opus":0.09636660085736855,"score_gpt":0.4418295346333782,"score_spread":0.3454629337760097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133811311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95322657,0.0010490742,9.940226e-7,0.01290688,0.0008718149,0.0016410153,0.00021327942,0.00003374803,0.030056605],"genre_scores_gemma":[0.9766594,0.012213475,0.000018606008,0.0002337098,0.00040226599,0.0007147803,0.000020768604,0.000058654445,0.009678307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99262697,0.0028757667,0.0013177264,0.0008040833,0.0006479107,0.0017275445],"domain_scores_gemma":[0.9912363,0.0061071194,0.0005462076,0.0012786271,0.00045768058,0.00037401292],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009941726,0.00033629115,0.00070935226,0.00025324358,0.0026651071,0.00007186529,0.0011441661,0.00043811434,0.00006272265],"category_scores_gemma":[0.012418071,0.0002827011,0.0001487241,0.00027460902,0.00049849635,0.00007198517,0.0040753456,0.003104552,0.0000013403145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.003148364,0.00015440854,0.88182855,0.0029952705,0.0007198218,0.000137329,0.027252957,0.0043078633,0.000109319895,0.0013793762,0.0019817594,0.075985014],"study_design_scores_gemma":[0.0020854021,0.0001622886,0.56753623,0.0017606968,0.000018418526,0.0000040116925,0.1189482,0.00032872305,0.00016078344,0.0018853431,0.30610296,0.0010069221],"about_ca_topic_score_codex":0.4781158,"about_ca_topic_score_gemma":0.93895733,"teacher_disagreement_score":0.46084157,"about_ca_system_score_codex":0.0066980068,"about_ca_system_score_gemma":0.050552174,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W3134257229","doi":"10.3390/ijerph18052665","title":"Why Are Workplace Social Support Programs Not Improving the Mental Health of Canadian Correctional Officers? An Examination of the Theoretical Concepts Underpinning Support","year":2021,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Workload; Mental health; Social support; Psychological intervention; Officer; Prison; Psychology; Job strain; Interpersonal communication; Population; Occupational stress; Applied psychology; Nursing; Medicine; Psychiatry; Social psychology; Environmental health; Criminology; Political science; Management","score_opus":0.18303096805751132,"score_gpt":0.48766634380476437,"score_spread":0.3046353757472531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134257229","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0146657685,0.75323206,0.0000910803,0.2122584,0.0067626955,0.0061367834,0.003011638,0.000021610833,0.0038199683],"genre_scores_gemma":[0.19830614,0.7977026,0.000035518147,0.001987016,0.00084218325,0.000056911533,0.00038615055,0.000045012384,0.0006384624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915297,0.0037323025,0.0015785679,0.00028549088,0.0020955969,0.00077831873],"domain_scores_gemma":[0.9959345,0.00087121985,0.0020731457,0.00018549393,0.00041450193,0.00052115327],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008301518,0.00023697723,0.00090810476,0.00063324795,0.0014663951,0.0000607656,0.00075198995,0.00020157102,0.0010849711],"category_scores_gemma":[0.0004145776,0.00014903363,0.00026476092,0.00043015738,0.0011936808,0.00023494515,0.00043674983,0.0017938943,0.0000024196438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057782967,0.0005971472,0.004144378,0.0017466357,0.00051811704,0.000010590652,0.011626506,1.6731494e-7,0.0000010565033,0.008109174,0.024682926,0.9485055],"study_design_scores_gemma":[0.00061907485,0.00094095967,0.0106087355,0.0034595083,0.000024434994,0.00008727467,0.039424792,0.0000047264543,5.0537557e-7,0.000058099737,0.9446324,0.00013946748],"about_ca_topic_score_codex":0.004949516,"about_ca_topic_score_gemma":0.009646449,"teacher_disagreement_score":0.94836605,"about_ca_system_score_codex":0.0023642979,"about_ca_system_score_gemma":0.008060348,"threshold_uncertainty_score":0.9998336},"labels":[],"label_agreement":null},{"id":"W3134412143","doi":"10.1111/obes.12435","title":"Work disability and the Northern Irish Troubles*","year":2021,"lang":"en","type":"article","venue":"Oxford Bulletin of Economics and Statistics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Office of the First Minister and Deputy First Minister; Queen's University; Health and Social Care Research and Development Division; Public Health Agency; Atlantic Philanthropies; Centre for Ageing Research and Development in Ireland; United Kingdom Clinical Research Collaboration; Wellcome Trust; Queen's University Belfast","keywords":"Endogeneity; Causation; Irish; Politics; Patrolling; Work (physics); Terrorism; Criminology; Demographic economics; Psychology; Political science; Psychiatry; Economics; Law","score_opus":0.03166299152256683,"score_gpt":0.30988923079668856,"score_spread":0.2782262392741217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134412143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470487,0.001039051,0.00043247375,0.030938761,0.00031118508,0.0003599668,0.00037730875,0.000011373488,0.019481163],"genre_scores_gemma":[0.9574359,0.022709632,0.008403069,0.0018545034,0.00027906575,0.000080311314,0.000078472876,0.000037274996,0.009121762],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911624,0.00012422177,0.0003887235,0.00016700708,0.000027753014,0.00017604817],"domain_scores_gemma":[0.99831665,0.0012217864,0.00016187242,0.00016782,0.000085982865,0.000045904704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003931474,0.00009560222,0.00030158585,0.0000061414016,0.00040105003,0.000013072798,0.000052396877,0.00005215585,0.00029473737],"category_scores_gemma":[0.0001953986,0.00006886741,0.000027697484,0.000021838427,0.00043264066,0.000007884717,0.00016932814,0.00014461881,0.000005488878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021035902,0.000039474657,0.7931612,0.00015011322,0.000087426306,0.0000013956618,0.0011473512,0.0000056436284,1.8009402e-7,0.15981779,0.030721312,0.014657737],"study_design_scores_gemma":[0.001963045,0.000036174017,0.15024069,0.000040796287,0.000056327164,7.646579e-7,0.0019248234,0.000076882316,0.0000012118599,0.023693623,0.8218357,0.00012997031],"about_ca_topic_score_codex":0.00023581914,"about_ca_topic_score_gemma":0.0012790478,"teacher_disagreement_score":0.7911144,"about_ca_system_score_codex":0.000021475777,"about_ca_system_score_gemma":0.000038521986,"threshold_uncertainty_score":0.32271674},"labels":[],"label_agreement":null},{"id":"W3134682677","doi":"10.24095/hpcdp.41.3.03f","title":"Déterminants structurels de la stigmatisation touchant les conditions sanitaires et sociales : revue rapide et cadre conceptuel visant à guider la recherche et les interventions","year":2021,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; McGill University; Public Health Agency of Canada","funders":"Health Canada","keywords":"Humanities; Political science; Philosophy","score_opus":0.20225326366227664,"score_gpt":0.48861351795628577,"score_spread":0.28636025429400913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134682677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6921234,0.037843987,0.05084302,0.08998118,0.0025769959,0.0032695339,0.004285908,0.00070322194,0.11837274],"genre_scores_gemma":[0.91873443,0.035714347,0.012962005,0.0012123063,0.00042316178,0.00065116066,0.0012892822,0.00014032483,0.028872972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.95875794,0.037835367,0.0013631074,0.0006666894,0.00045017464,0.0009267424],"domain_scores_gemma":[0.98996884,0.00766563,0.00095678587,0.000387814,0.00074797426,0.0002729524],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008924019,0.0006143369,0.0007544597,0.00020400254,0.001891538,0.00026572857,0.0002750816,0.0011780174,0.009745493],"category_scores_gemma":[0.0051757717,0.000678736,0.00044603704,0.00038475645,0.0014504774,0.0007682418,0.0003410608,0.0024191164,0.0000056494027],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007055296,0.0012241242,0.13622388,0.01869431,0.0013425843,0.00052594184,0.067345046,0.00050919486,0.0020836336,0.47313172,0.26445615,0.03439287],"study_design_scores_gemma":[0.0016944935,0.00027404865,0.7577015,0.024278793,0.0006280529,0.00028575314,0.024639064,0.00041704206,0.0014037762,0.10578381,0.08192779,0.00096584985],"about_ca_topic_score_codex":0.12495237,"about_ca_topic_score_gemma":0.9231494,"teacher_disagreement_score":0.79819703,"about_ca_system_score_codex":0.004715342,"about_ca_system_score_gemma":0.007725809,"threshold_uncertainty_score":0.99988234},"labels":[],"label_agreement":null},{"id":"W3135339724","doi":"10.1111/joms.12700","title":"Burning Down the House: COVID‐19 and Institutions","year":2021,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Outbreak; Internal medicine","score_opus":0.184684047635269,"score_gpt":0.4780307773365858,"score_spread":0.2933467297013168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135339724","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3414765,0.10966874,0.0018544024,0.46021807,0.004726049,0.0010507177,0.00000945432,0.0001689752,0.080827095],"genre_scores_gemma":[0.88196,0.08874182,0.0006594392,0.01172119,0.000805215,0.000058927428,9.483073e-7,0.000023113605,0.016029382],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987018,0.00024241827,0.00047012698,0.000107267864,0.00025650315,0.00022190242],"domain_scores_gemma":[0.9987558,0.00045752098,0.00032462465,0.00013149435,0.00025957925,0.00007094512],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009913108,0.00010906684,0.00027623473,0.00008687697,0.0023987363,0.000014610246,0.00011322541,0.000026276499,0.00005748036],"category_scores_gemma":[0.0005253614,0.00006229403,0.00006838667,0.00018899546,0.00016405672,0.00010989986,0.00054492825,0.00031615078,0.000016669273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079489,0.00011800103,0.20742694,0.0012649248,0.004322707,0.00060853385,0.03359175,0.00014521412,0.00001619524,0.10849301,0.63804454,0.0058887093],"study_design_scores_gemma":[0.0009710943,0.000049248534,0.058383625,0.00026791132,0.00030894222,0.00001629858,0.09247392,0.000001216592,0.0000019736729,0.00347499,0.8439652,0.00008559454],"about_ca_topic_score_codex":0.000009797783,"about_ca_topic_score_gemma":0.00010525905,"teacher_disagreement_score":0.5404835,"about_ca_system_score_codex":0.00011225044,"about_ca_system_score_gemma":0.00008913697,"threshold_uncertainty_score":0.9989},"labels":[],"label_agreement":null},{"id":"W3135343708","doi":"10.3138/cpp.2020-117","title":"Public Policy in a Time of Crisis: A Framework for Evaluating Canada’s COVID-19 Income Support Programs","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Income Support; Business; Economics; Macroeconomics; Medicine; Virology","score_opus":0.15992704604756064,"score_gpt":0.45821062170502586,"score_spread":0.2982835756574652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135343708","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121540084,0.00037166456,0.00010061999,0.8614024,0.00041559737,0.0024419625,0.0011915343,0.00012000671,0.01241615],"genre_scores_gemma":[0.93351406,0.000030133122,0.00056412845,0.058438808,0.0009483199,0.0012180966,0.00041680672,0.00007601753,0.0047936034],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99503,0.00059174275,0.001018221,0.0005233169,0.00054518436,0.002291538],"domain_scores_gemma":[0.9950875,0.00074325834,0.0003565693,0.0006716768,0.00073595886,0.002405046],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017318793,0.00031101756,0.0006704873,0.0013901062,0.0010969223,0.00007085521,0.0006007108,0.0003692223,0.0009027619],"category_scores_gemma":[0.021327185,0.0003281055,0.0001333344,0.0026126672,0.000115875286,0.00022326985,0.0002488947,0.0005990894,0.000032273114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000016438773,0.00007607507,0.49326265,0.00069192395,0.00016517077,0.000047021873,0.0055248514,0.0000010343039,0.000004951534,0.35538214,0.13769817,0.00712958],"study_design_scores_gemma":[0.0019505355,0.0001678264,0.062831976,0.00022382666,0.000034157696,0.000010054009,0.0055322335,0.000050776966,0.000003464251,0.039496496,0.88913393,0.0005647036],"about_ca_topic_score_codex":0.9946075,"about_ca_topic_score_gemma":0.99896497,"teacher_disagreement_score":0.811974,"about_ca_system_score_codex":0.008515099,"about_ca_system_score_gemma":0.25684598,"threshold_uncertainty_score":0.9999171},"labels":[],"label_agreement":null},{"id":"W3135481385","doi":"10.3138/cpp.2020-134","title":"The Economic and Long-Term Health Consequences of Canadian COVID-19 Lockdowns","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Economics; Medicine; Virology; Outbreak","score_opus":0.10068483799405488,"score_gpt":0.41378329920922524,"score_spread":0.3130984612151704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135481385","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1599494,0.0031969838,0.0000014399214,0.80964476,0.0004416587,0.00042839622,0.00079532544,0.000025152836,0.025516862],"genre_scores_gemma":[0.94648534,0.0028460915,0.000005351624,0.044979062,0.00033879493,0.00005919214,0.00006451172,0.00001749806,0.005204185],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770284,0.00035790223,0.00042198077,0.00024732176,0.00008096564,0.0011890077],"domain_scores_gemma":[0.99594593,0.00036652203,0.00016211823,0.00035000863,0.00011263629,0.0030627674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006257645,0.00014295174,0.0002718315,0.00075437856,0.0031396295,0.000047919595,0.00023970827,0.000111185975,0.00047680046],"category_scores_gemma":[0.00091812667,0.000119145334,0.00004377794,0.00048069376,0.0005062957,0.0000928662,0.00006582686,0.00024447133,0.000055363784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000016809992,0.0000020679925,0.4864227,0.0001034614,0.000063829924,0.000022226095,0.0019555518,3.7546423e-7,0.000001945139,0.3584621,0.14862525,0.0043388167],"study_design_scores_gemma":[0.0002767046,0.000020508489,0.18228498,0.000028947587,0.0000051607544,0.000013019928,0.0015874141,0.0000013739386,0.0000019553997,0.0018480297,0.8138126,0.00011928063],"about_ca_topic_score_codex":0.9956593,"about_ca_topic_score_gemma":0.99988073,"teacher_disagreement_score":0.7865359,"about_ca_system_score_codex":0.004489154,"about_ca_system_score_gemma":0.14551146,"threshold_uncertainty_score":0.9993324},"labels":[],"label_agreement":null},{"id":"W3135509765","doi":"10.1515/bis-2020-0034","title":"The Impacts of the Ontario Basic Income Pilot: A Comparative Analysis of the Findings from the Hamilton Region","year":2021,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Basic income; Welfare; Economics; Context (archaeology); Scale (ratio); Demographic economics; Variety (cybernetics); Public economics; Geography; Market economy","score_opus":0.10997762194573812,"score_gpt":0.39785675784134916,"score_spread":0.28787913589561104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135509765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97718936,0.004094978,0.0000026855469,0.013914909,0.0011559428,0.0008130257,0.000079401194,0.000022135044,0.0027275397],"genre_scores_gemma":[0.9941506,0.0008200172,0.000008938861,0.0007805665,0.00015048608,0.00012704739,0.0000067732753,0.000014478153,0.0039411318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961265,0.0014729305,0.00093364395,0.00034014712,0.0006292065,0.00049758476],"domain_scores_gemma":[0.9921804,0.00511658,0.0007934939,0.0011739582,0.0006972635,0.00003827471],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00099031,0.0003188557,0.0009884398,0.000071107264,0.004151267,0.000016586526,0.00077428884,0.00008206816,0.000051345847],"category_scores_gemma":[0.00066701317,0.00012286044,0.00049268466,0.0016087153,0.000967909,0.000083937535,0.0014163458,0.00074103643,0.000011345461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008870043,0.00005550045,0.87621105,0.00004718665,0.0041654604,0.0000012709428,0.11166623,0.000009044146,0.000061852785,0.0019109846,0.005740106,0.00004262026],"study_design_scores_gemma":[0.00059324125,0.0000747529,0.95506924,0.0005616263,0.0014390171,3.3173058e-7,0.032967288,0.0000067874644,0.0002771573,0.0017025791,0.007174756,0.00013321324],"about_ca_topic_score_codex":0.030048301,"about_ca_topic_score_gemma":0.58435243,"teacher_disagreement_score":0.5543041,"about_ca_system_score_codex":0.00041459667,"about_ca_system_score_gemma":0.00031661158,"threshold_uncertainty_score":0.9971452},"labels":[],"label_agreement":null},{"id":"W3135693261","doi":"10.19088/ids.2021.016","title":"Assessing Unpaid Care Work: A Participatory Toolkit","year":2021,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department for International Development; International Development Research Centre; William and Flora Hewlett Foundation","keywords":"Unpaid work; Citizen journalism; Work (physics); Tanzania; Care work; Distribution (mathematics); Sociology; Participatory action research; Data collection; Public relations; Political science; Social science; Socioeconomics; Computer science; Engineering; World Wide Web","score_opus":0.4101124429325805,"score_gpt":0.5496410212857649,"score_spread":0.13952857835318438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135693261","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013547901,0.021451235,0.00004575678,0.0014166932,0.0070951497,0.0007498612,0.000024568035,0.0004122082,0.95525664],"genre_scores_gemma":[0.2931371,0.004764193,0.00039654688,0.0021282095,0.006431967,0.001355073,0.0008700355,0.0002616666,0.69065523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588305,0.0005930167,0.000988053,0.00061462575,0.0009581544,0.0009631003],"domain_scores_gemma":[0.9965978,0.0005447445,0.00046226868,0.00064477517,0.0015824934,0.00016787271],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001015616,0.00042846252,0.000945046,0.00012420266,0.0014224348,0.000058416266,0.00019181946,0.0007594057,0.0057319994],"category_scores_gemma":[0.00068753655,0.00034672668,0.00027507942,0.00031009776,0.00006786869,0.0001551293,0.00061983516,0.001503135,0.00039110883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049746745,0.000028696622,0.3779557,0.0019042282,0.00024111061,0.000098454795,0.0046163322,3.2624857e-7,0.0000013987525,0.00012190788,0.6035912,0.011435648],"study_design_scores_gemma":[0.00021929812,0.000014472236,0.066138744,0.0028947557,0.00023292679,9.2318936e-7,0.03131583,1.7781791e-7,0.0000036745575,0.000025342457,0.8987486,0.00040524773],"about_ca_topic_score_codex":0.00089570275,"about_ca_topic_score_gemma":0.0012568994,"teacher_disagreement_score":0.31181696,"about_ca_system_score_codex":0.0009717994,"about_ca_system_score_gemma":0.005278884,"threshold_uncertainty_score":0.9998985},"labels":[],"label_agreement":null},{"id":"W3135826131","doi":"10.2139/ssrn.3681812","title":"COVID-19 Labour Market Shocks and Their Inequality Implications for Financial Wellbeing","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Counterfactual thinking; Economics; Quantile regression; Inequality; Distribution (mathematics); Coronavirus disease 2019 (COVID-19); Earnings; Demographic economics; Government (linguistics); Labour economics; Financial crisis; Finance; Economic growth; Macroeconomics; Econometrics","score_opus":0.05521701110467841,"score_gpt":0.39029160542102637,"score_spread":0.33507459431634795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135826131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45025694,0.0051899645,0.09790155,0.44259128,0.00037001542,0.0014534029,0.0002204729,0.00017213047,0.0018442301],"genre_scores_gemma":[0.980385,0.0034019144,0.00006659995,0.013228398,0.0011106347,0.000112585316,0.000011195381,0.00002503434,0.0016586487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973107,0.0002810838,0.00042773678,0.00023085972,0.000079515674,0.0016700855],"domain_scores_gemma":[0.9986406,0.0005724989,0.00022421229,0.00011239368,0.0001303042,0.00031999784],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020734037,0.00016273482,0.00026749988,0.000045396926,0.0021900667,0.000015476342,0.00018065902,0.00011067089,0.00009739679],"category_scores_gemma":[0.0017544716,0.0001261617,0.00009048897,0.00014989388,0.000043867833,0.0001044578,0.0001106889,0.0014714027,0.0000054851203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004074149,0.00004355741,0.36465198,0.00026122187,0.00018694086,5.810707e-7,0.00689953,0.0000027831354,0.00029452067,0.5784988,0.038343683,0.010408996],"study_design_scores_gemma":[0.0021261468,0.00037339723,0.088796794,0.000029584155,0.000044018045,0.000014122216,0.008203331,0.00003816171,0.000005757587,0.62904036,0.27106896,0.00025938996],"about_ca_topic_score_codex":0.00010041522,"about_ca_topic_score_gemma":0.0014292231,"teacher_disagreement_score":0.53012806,"about_ca_system_score_codex":0.0005940995,"about_ca_system_score_gemma":0.004225738,"threshold_uncertainty_score":0.99910897},"labels":[],"label_agreement":null},{"id":"W3135873864","doi":"10.1080/0735648x.2021.1893790","title":"A qualitative application of the Job Demand-Control-Support (JDCS) to contextualize the occupational stress correctional workers experience","year":2021,"lang":"en","type":"article","venue":"Journal of Crime and Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Memorial University of Newfoundland","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Stressor; Mental health; Psychology; Job control; Context (archaeology); Job strain; Occupational stress; Applied psychology; Variety (cybernetics); Control (management); Job performance; Population; Social psychology; Clinical psychology; Medicine; Work (physics); Job satisfaction; Psychiatry; Environmental health; Computer science","score_opus":0.07730142133750477,"score_gpt":0.48061640513585097,"score_spread":0.4033149837983462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135873864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547863,0.0012354093,0.024837136,0.012246112,0.0019203258,0.0004964141,0.00006311711,0.000007646551,0.0044075474],"genre_scores_gemma":[0.9963318,0.000054115826,0.00012463609,0.0020363685,0.0003560041,0.000028155528,0.0000012268669,0.0000052010314,0.0010624848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983779,0.0005225762,0.0005246146,0.00009518574,0.0003406309,0.0001390541],"domain_scores_gemma":[0.99679446,0.0016431543,0.00046766587,0.00011054227,0.00092289806,0.00006128544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077604165,0.000080883554,0.00020548854,0.00003123981,0.0005677796,0.000008708458,0.00012961058,0.000044536744,0.00011460393],"category_scores_gemma":[0.0008690424,0.000044371747,0.00007394526,0.00015754563,0.00011261674,0.000081999,0.00006789541,0.00025179645,0.000006362713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019015061,0.0001989066,0.44517696,0.000355286,0.0004874186,0.000007807029,0.4417755,0.00027314955,0.0018643736,0.028086323,0.07665864,0.003214118],"study_design_scores_gemma":[0.0013308261,0.00014544325,0.5712037,0.00029578086,0.00041620753,0.000019846384,0.41070655,0.000056312376,0.0003049352,0.0009856402,0.0144275455,0.00010720491],"about_ca_topic_score_codex":0.00008535289,"about_ca_topic_score_gemma":0.000117081836,"teacher_disagreement_score":0.12602673,"about_ca_system_score_codex":0.000034660014,"about_ca_system_score_gemma":0.00027554313,"threshold_uncertainty_score":0.4366959},"labels":[],"label_agreement":null},{"id":"W3135949566","doi":"10.17976/jpps/2021.02.02","title":"Covid-19 Pandemic and the World Order","year":2021,"lang":"en","type":"article","venue":"Полис Политические исследования","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Capitalism; Political economy; Elite; Political science; Order (exchange); Ideology; World order; Politics; Development economics; Power (physics); Sociology; Economics; Law; Medicine","score_opus":0.12591169977025954,"score_gpt":0.47013751755051947,"score_spread":0.34422581778025996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135949566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.134139,0.017449185,0.0009612755,0.26847407,0.005252912,0.0036140233,0.00053623074,0.0015932652,0.56798005],"genre_scores_gemma":[0.4318448,0.0028148182,0.00060257834,0.10766469,0.0021787,0.0012490845,0.00025435464,0.00013935343,0.45325163],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655515,0.0010474139,0.0006521712,0.00056800724,0.00038315597,0.00079412316],"domain_scores_gemma":[0.9943979,0.0040074433,0.00022349608,0.0006461759,0.0002969745,0.00042804296],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012362284,0.00032453774,0.0005699563,0.000115858355,0.0024251805,0.000039270108,0.0002702232,0.0001765111,0.014576281],"category_scores_gemma":[0.0031563244,0.00021144596,0.00012456405,0.00079171977,0.000519768,0.0001270266,0.000647982,0.0008969203,0.0005245798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023721713,0.000062063205,0.36669877,0.00027218374,0.00023129742,0.000055127257,0.00781519,0.0000050923604,0.000060059585,0.056293327,0.5648838,0.0033858486],"study_design_scores_gemma":[0.004322451,0.000019128614,0.024184916,0.00009925588,0.00010038441,0.000015105262,0.004560662,0.000036839938,0.000007006959,0.011550454,0.9548007,0.00030305807],"about_ca_topic_score_codex":0.0005150157,"about_ca_topic_score_gemma":0.0100411065,"teacher_disagreement_score":0.3899169,"about_ca_system_score_codex":0.0002032102,"about_ca_system_score_gemma":0.00089758943,"threshold_uncertainty_score":0.99887353},"labels":[],"label_agreement":null},{"id":"W3136554582","doi":"10.1177/00207314211002785","title":"COVID-19 Economic Response and Recovery: A Rapid Scoping Review","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Waterloo; Public Health Ontario; University of Toronto; York University","funders":"","keywords":"Psychological intervention; Socioeconomic status; Sustainability; Business; Poverty; Equity (law); Political science; Economic growth; Public economics; Economics; Environmental health; Psychology; Medicine; Population","score_opus":0.07812624540957436,"score_gpt":0.4967501352499086,"score_spread":0.4186238898403342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136554582","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17967013,0.32382005,0.00009126003,0.49121097,0.0038473632,0.0005524234,0.00005382024,0.000028167007,0.0007257984],"genre_scores_gemma":[0.09312354,0.615445,0.00064575847,0.28880635,0.0012234336,0.000033660064,0.00002921009,0.000030050234,0.0006629661],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971225,0.0010892481,0.001156945,0.0001479414,0.00026854328,0.0002147749],"domain_scores_gemma":[0.99695486,0.0010861446,0.0011843848,0.00010434549,0.00041563628,0.00025466003],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00335776,0.00010346691,0.00042620988,0.000130685,0.00037232623,0.00001964579,0.00021825096,0.00004582717,0.0011088065],"category_scores_gemma":[0.00039034573,0.00008845349,0.00007889744,0.000055808476,0.000022237598,0.00025403243,0.0001670013,0.0002377482,0.00003475299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009953955,0.00048878114,0.40870038,0.19154745,0.0030257762,0.0012108649,0.044716153,0.0001270093,0.00026895295,0.0042143688,0.21707425,0.11867209],"study_design_scores_gemma":[0.00503721,0.0006647548,0.07396039,0.26667446,0.00009104012,0.00050304574,0.009477356,0.000026647198,0.000021685351,0.0034752323,0.6396596,0.00040859595],"about_ca_topic_score_codex":0.000363172,"about_ca_topic_score_gemma":0.0010240274,"teacher_disagreement_score":0.42258534,"about_ca_system_score_codex":0.0004985249,"about_ca_system_score_gemma":0.0037254654,"threshold_uncertainty_score":0.9998043},"labels":[],"label_agreement":null},{"id":"W3137409732","doi":"10.1139/facets-2021-0015","title":"The need for a federal Basic Income feature within any coherent post-COVID-19 economic recovery plan","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; Queen's University","funders":"","keywords":"Poverty; Government (linguistics); Population; Economic growth; Basic needs; Welfare; Business; Economics; Medicine; Environmental health","score_opus":0.0540966617311393,"score_gpt":0.37956542580716246,"score_spread":0.32546876407602315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137409732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86064416,0.0010766969,0.00005045437,0.1291393,0.003555485,0.001577951,0.00050654035,0.00014848833,0.0033009038],"genre_scores_gemma":[0.9103604,0.00022004802,0.00020960007,0.018524438,0.0009175696,0.0008867979,0.00034860367,0.00006371599,0.068468854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846596,0.00027235012,0.00033855875,0.0003033905,0.000108671804,0.0005110592],"domain_scores_gemma":[0.9982685,0.0009800979,0.00018406441,0.0003106171,0.000095000694,0.00016171207],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047142262,0.00018938143,0.0002865181,0.000035432797,0.002516325,0.000050415332,0.00017460296,0.0001729919,0.00022698427],"category_scores_gemma":[0.00041806302,0.00013096962,0.00012106859,0.000058567723,0.00004431195,0.000085096166,0.00019558692,0.00038985585,0.0001897353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001036216,0.00005075971,0.29222503,0.00041808686,0.00035443951,0.0000147680375,0.00975334,0.000064284766,0.0004145885,0.0050745057,0.68978995,0.0008040201],"study_design_scores_gemma":[0.0039448235,0.00031432533,0.16971833,0.00019293083,0.000057000874,0.000006913375,0.014043049,0.000084136926,0.00015864735,0.00544976,0.80557054,0.00045951383],"about_ca_topic_score_codex":0.00032985417,"about_ca_topic_score_gemma":0.0124352025,"teacher_disagreement_score":0.122506715,"about_ca_system_score_codex":0.00039484986,"about_ca_system_score_gemma":0.0008223271,"threshold_uncertainty_score":0.9987823},"labels":[],"label_agreement":null},{"id":"W3137596888","doi":"10.1007/s41999-021-00476-6","title":"Correction to: Unmet needs, health policies, and actions during the COVID-19 pandemic: a report from six European countries","year":2021,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Virology; Pathology","score_opus":0.09152760285668553,"score_gpt":0.411196080068992,"score_spread":0.31966847721230646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137596888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6647061,0.008564475,0.0012355065,0.22012104,0.011207588,0.0013980744,0.00011992158,0.0007804976,0.091866784],"genre_scores_gemma":[0.8303611,0.009230505,0.00007861689,0.05344744,0.009287696,0.000044461372,0.00028106567,0.00013877868,0.097130306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949666,0.0027550627,0.0009345225,0.00044436008,0.00037026158,0.00052919367],"domain_scores_gemma":[0.9969901,0.0012857656,0.00048675685,0.00056518,0.00017878378,0.0004934549],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028830718,0.00025306584,0.000440369,0.00020742237,0.002849963,0.00002429077,0.00017752823,0.00003337314,0.00059490564],"category_scores_gemma":[0.0036733279,0.00017196099,0.00004828595,0.0008558821,0.00015811966,0.00007051524,0.0004279228,0.0006014429,0.00018611227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059051796,0.000019797168,0.3344661,0.00011714816,0.000080516635,0.00023215586,0.032225247,0.000006125595,0.00024902154,0.00010605331,0.63140243,0.0010363501],"study_design_scores_gemma":[0.00078670983,0.00006221357,0.36465937,0.0001228806,0.000049933875,0.00013555119,0.009523939,0.000001248215,0.0000013083771,0.000015747371,0.62452376,0.00011733016],"about_ca_topic_score_codex":0.0061996756,"about_ca_topic_score_gemma":0.0018080149,"teacher_disagreement_score":0.1666736,"about_ca_system_score_codex":0.00032646998,"about_ca_system_score_gemma":0.00039987147,"threshold_uncertainty_score":0.9984482},"labels":[],"label_agreement":null},{"id":"W3137974378","doi":"10.33921/ftvy5061","title":"The role of self-complexity in the motivation to reveal a stigmatized identity","year":2010,"lang":"en","type":"article","venue":"Journal of Interpersonal Relations Intergroup Relations and Identity","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Identity (music); Perspective (graphical); Social psychology; Social identity theory; Psychology; Social group; Group (periodic table); Collective identity; Sociology; Political science; Aesthetics; Computer science; Politics","score_opus":0.03220188841213811,"score_gpt":0.37725481273592365,"score_spread":0.34505292432378554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137974378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848057,0.000285183,0.0024780906,0.006190906,0.00077292067,0.00044156986,0.000013488776,0.000011473221,0.005000665],"genre_scores_gemma":[0.9977609,0.00008078482,0.0011805624,0.00014194037,0.0001905901,0.000028616423,0.0000031224852,0.000009296368,0.0006041827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759287,0.00044289156,0.0011516436,0.00012737796,0.00047219088,0.0002130147],"domain_scores_gemma":[0.99677545,0.001589486,0.0007322859,0.0002052018,0.00062790356,0.00006967733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027670532,0.00012972644,0.00025913116,0.00029308972,0.0011986191,0.00006592277,0.00040140585,0.00012083873,0.00014837265],"category_scores_gemma":[0.0023557118,0.00007899977,0.00015653441,0.0005138496,0.00016233155,0.0011258279,0.00016081611,0.0012739038,0.00003086802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010345663,0.00015565175,0.7254725,0.000022532511,0.00013502022,0.0000013021127,0.02336463,0.000007948951,0.00093590806,0.24509841,0.0039173258,0.00078528014],"study_design_scores_gemma":[0.0005362502,0.000120043114,0.9136618,0.00025992063,0.00007008061,0.000012495948,0.013723594,0.00028863907,0.000008226409,0.06480253,0.0064309547,0.00008551699],"about_ca_topic_score_codex":0.00034251864,"about_ca_topic_score_gemma":0.0074222204,"teacher_disagreement_score":0.18818922,"about_ca_system_score_codex":0.00013114975,"about_ca_system_score_gemma":0.00011069196,"threshold_uncertainty_score":0.92189306},"labels":[],"label_agreement":null},{"id":"W3139040358","doi":"10.1016/j.jmh.2021.100035","title":"The systemized exploitation of temporary migrant agricultural workers in Canada: Exacerbation of health vulnerabilities during the COVID-19 pandemic and recommendations for the future","year":2021,"lang":"en","type":"article","venue":"Journal of Migration and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université de Sherbrooke; University of Calgary; Université de Montréal","funders":"","keywords":"Workforce; Business; Vulnerability (computing); Pandemic; Agriculture; Population; Health care; Economic growth; Migrant workers; Socioeconomics; Environmental health; Geography; Medicine; Coronavirus disease 2019 (COVID-19); Economics","score_opus":0.10105811167100653,"score_gpt":0.39614536293901004,"score_spread":0.2950872512680035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139040358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60514367,0.019667203,0.00011977596,0.37413132,0.0003157135,0.00059551734,0.0000205633,0.00000249766,0.0000037268449],"genre_scores_gemma":[0.97965986,0.018208746,0.00006484357,0.0016707836,0.0001614531,0.00005823312,0.00001450381,0.0000046441887,0.00015694195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757046,0.00090431375,0.0011111813,0.0000754369,0.00018629784,0.00015228908],"domain_scores_gemma":[0.9963974,0.0018272784,0.0013530537,0.0000801739,0.00028461128,0.000057507557],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003282381,0.00007603321,0.00029510775,0.000042728425,0.001429844,0.000009453239,0.000057194382,0.000032590717,0.0000047844565],"category_scores_gemma":[0.00025560404,0.000034484146,0.000041683674,0.00014536672,0.00004263263,0.00010469226,0.000018854304,0.00024251187,2.312786e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017258065,0.000019075731,0.9214221,0.0012792819,0.0000579449,1.37064e-7,0.03647465,0.00007004271,0.000033336233,0.00077425037,0.036814664,0.002881905],"study_design_scores_gemma":[0.0010706827,0.00006132855,0.5916845,0.00031160723,0.00000981437,0.0000072615826,0.39042372,0.000035335852,0.0000022358133,0.00017807538,0.016183,0.000032415173],"about_ca_topic_score_codex":0.27239665,"about_ca_topic_score_gemma":0.9453235,"teacher_disagreement_score":0.67292684,"about_ca_system_score_codex":0.00050345523,"about_ca_system_score_gemma":0.0029711248,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W3140940801","doi":"10.1007/s42650-021-00040-4","title":"Does Care Count for Less? Tracing the Income Trajectories of Low Status Female Immigrant Workers in Canada, 1993–2015","year":2021,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Immigration; Demographic economics; Wage; Work (physics); Care work; Labour economics; Economics; Business; Political science","score_opus":0.054952291735961306,"score_gpt":0.3809942101892241,"score_spread":0.3260419184532628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140940801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988243,0.0064843628,0.0000020213274,0.0021429628,0.0018715617,0.0007686759,0.00031115545,0.0000071891213,0.00016911162],"genre_scores_gemma":[0.9988362,0.00028309764,0.000027746823,0.0001865788,0.000113430084,0.0002635446,0.00010147873,0.000017208902,0.00017069923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825865,0.00018006397,0.00057860505,0.00021879886,0.00018297,0.000580887],"domain_scores_gemma":[0.99874824,0.000513318,0.00015581521,0.00019035263,0.0003080752,0.00008420571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002803937,0.00015267686,0.00040032776,0.00012769105,0.00061870256,0.000004271288,0.00008265491,0.00006720081,0.000009429579],"category_scores_gemma":[0.00038198713,0.00009973351,0.00004159431,0.00037068568,0.00006717687,0.000071698785,0.000039681963,0.0002124185,3.5172445e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021172205,0.0000034689906,0.95379734,0.0006197832,0.00004729105,0.000010406114,0.043146476,0.000201121,0.0000012590347,0.00019203006,0.00080822845,0.0011513974],"study_design_scores_gemma":[0.00033976123,0.000006931112,0.6489701,0.0005727,0.000013527793,8.0936495e-8,0.34890565,0.0000112122925,0.0000050453814,0.00019649988,0.00089039444,0.00008809064],"about_ca_topic_score_codex":0.99785,"about_ca_topic_score_gemma":0.9999945,"teacher_disagreement_score":0.30575916,"about_ca_system_score_codex":0.00388323,"about_ca_system_score_gemma":0.0022678233,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W3146847271","doi":"10.5267/j.msl.2021.2.012","title":"Job insecurity perceptions in the face of a change in labor legislation among Puerto Rican workers and its impact on productivity during an economic crisis","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legislation; Employability; Face (sociological concept); Productivity; Human capital; Perception; Demographic economics; Political science; Labour economics; Business; Psychology; Sociology; Economics; Economic growth","score_opus":0.05521650171895503,"score_gpt":0.3896743380769427,"score_spread":0.33445783635798765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146847271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599441,0.000016948581,0.0000022853192,0.03882425,0.00010213723,0.00079340313,0.0000080183045,0.000013259867,0.00029557952],"genre_scores_gemma":[0.9986881,0.000041885647,0.000012856507,0.0010054418,0.000049194125,0.00016762591,0.000002572162,0.000004885386,0.00002743775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986159,0.00028582598,0.00020308746,0.00036310806,0.00020026095,0.00033177919],"domain_scores_gemma":[0.9995727,0.000047227673,0.000089805675,0.00024243646,0.000013848277,0.00003401649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010861584,0.00010079299,0.00013590725,0.00029082556,0.0004506087,0.000024859783,0.00018320173,0.000020747522,0.000018940014],"category_scores_gemma":[0.00002870147,0.000075871125,0.000021500899,0.00068879983,0.0001356773,0.00064206903,0.00016667668,0.00018747419,0.0000034276493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001453315,0.000042238502,0.9716224,0.000047581878,0.0000056735785,0.0000063636144,0.02706842,0.00016642464,0.00046638286,0.00017495977,0.00020310543,0.00018193634],"study_design_scores_gemma":[0.0002649047,0.000021897149,0.98014545,0.00007599199,0.0000064645583,1.1433911e-7,0.01919601,0.0001424012,0.000022702457,0.000027321157,0.000020240912,0.000076497665],"about_ca_topic_score_codex":0.002106036,"about_ca_topic_score_gemma":0.008733156,"teacher_disagreement_score":0.038743984,"about_ca_system_score_codex":0.000259372,"about_ca_system_score_gemma":0.000014574188,"threshold_uncertainty_score":0.48733062},"labels":[],"label_agreement":null},{"id":"W3147265576","doi":"10.3138/cpp.2020-119","title":"Determinants of Family Stress and Domestic Violence: Lessons from the COVID-19 Outbreak","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Domestic violence; Coronavirus disease 2019 (COVID-19); Perspective (graphical); Family ties; Outbreak; Survey data collection; 2019-20 coronavirus outbreak; Demographic economics; Psychology; Criminology; Political science; Poison control; Human factors and ergonomics; Medicine; Environmental health; Economics; Virology; History","score_opus":0.10212524202770924,"score_gpt":0.4385514058358302,"score_spread":0.33642616380812096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147265576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8416888,0.0018777918,0.0000059025388,0.14924069,0.0002847172,0.00026103217,0.0024001487,0.000027937753,0.0042129727],"genre_scores_gemma":[0.97091174,0.0008131706,0.0000109776065,0.026817268,0.00036809332,0.00006119012,0.000054881384,0.000017024648,0.0009456261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982659,0.00033135453,0.00032122317,0.0002561768,0.00014782771,0.00067748135],"domain_scores_gemma":[0.99754876,0.00084628304,0.00012505143,0.00041096922,0.00016390524,0.000905047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002598168,0.00014438354,0.00027315636,0.00016293897,0.0011551363,0.0000259801,0.00026647764,0.0001339093,0.00018195622],"category_scores_gemma":[0.0026052124,0.000109471526,0.00004314681,0.0003995868,0.0002470139,0.00008454369,0.00017968877,0.00025292856,0.00002555208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025995087,0.000010422828,0.9431513,0.000083625695,0.000036384576,0.000041885694,0.0026639574,1.7502325e-7,0.00001070977,0.025477914,0.017290901,0.0112301335],"study_design_scores_gemma":[0.0005079334,0.000012753036,0.8027808,0.00018730584,0.000025409581,0.0000036887236,0.0052888114,0.0000069338735,0.0000053830245,0.0058407485,0.18519719,0.00014304573],"about_ca_topic_score_codex":0.7683598,"about_ca_topic_score_gemma":0.8844649,"teacher_disagreement_score":0.16790628,"about_ca_system_score_codex":0.00042573002,"about_ca_system_score_gemma":0.012033509,"threshold_uncertainty_score":0.99356735},"labels":[],"label_agreement":null},{"id":"W3148182559","doi":"10.1111/1744-7941.12291","title":"Job insecurity, work‐induced mental health deprivation, and timely completion of work tasks","year":2021,"lang":"en","type":"article","venue":"Asia Pacific Journal of Human Resources","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Mental health; Work (physics); Faith; Worry; Job insecurity; Psychology; Human resource management; Business; Human resources; Public relations; Social psychology; Management; Political science; Psychiatry; Anxiety; Economics","score_opus":0.06333052814334318,"score_gpt":0.37300142766607686,"score_spread":0.3096708995227337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148182559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97897375,0.0034421848,0.000013045726,0.012273587,0.00025362257,0.00021457481,0.000008588996,0.000016652008,0.004803994],"genre_scores_gemma":[0.9982052,0.0003901411,0.00015555702,0.00019060035,0.0002724242,0.0000039732754,0.000015658161,0.000018822397,0.0007476154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973977,0.00064080395,0.0010441772,0.00016946145,0.0004347459,0.00031310375],"domain_scores_gemma":[0.9980749,0.00019432412,0.0010550366,0.00017482573,0.00036244027,0.00013846318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022961,0.00015635628,0.0005264448,0.00018036774,0.0010690535,0.000020707354,0.0001405697,0.00009420632,0.00022734907],"category_scores_gemma":[0.00008494954,0.00013289927,0.00009833613,0.00030985792,0.00011453252,0.000107134016,0.00014709376,0.0005540279,0.000008077472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013806693,0.00012833312,0.8979219,0.00015161706,0.0001825651,0.0000126014165,0.0433841,5.8313293e-7,0.0012510481,0.0012871476,0.05325394,0.002288091],"study_design_scores_gemma":[0.0013601469,0.0003489908,0.928746,0.0011785348,0.000034248176,0.00001688879,0.02657233,4.2305936e-7,0.00012851799,0.0012274095,0.040236052,0.00015044418],"about_ca_topic_score_codex":0.000044852266,"about_ca_topic_score_gemma":0.00008696351,"teacher_disagreement_score":0.030824108,"about_ca_system_score_codex":0.00008684413,"about_ca_system_score_gemma":0.00010969304,"threshold_uncertainty_score":0.82224035},"labels":[],"label_agreement":null},{"id":"W3148249357","doi":"10.1515/9781553393290-012","title":"The Income Sources for Long-Term Workers Who Exhaust Employment Insurance Benefits","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Business; Labour economics; Demographic economics; Economics","score_opus":0.04045378047787762,"score_gpt":0.28956393945543385,"score_spread":0.24911015897755623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148249357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026755654,0.00009082587,0.000024402185,0.0014514927,0.0011412849,0.004839225,0.0012285095,0.00040348506,0.98814523],"genre_scores_gemma":[0.0063103014,0.0014956063,0.000031687632,0.00028461145,0.00038132851,0.00010639873,0.00007086854,0.00015312798,0.99116606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966971,0.00017997832,0.0006688934,0.000831353,0.00055133615,0.0010712832],"domain_scores_gemma":[0.99637043,0.0009911752,0.0008622076,0.00093005673,0.0005661767,0.00027995318],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00032054007,0.00080500456,0.00090109464,0.00020590995,0.005937052,0.000048663347,0.0010068145,0.00077764766,0.000094558505],"category_scores_gemma":[0.000028504819,0.00065980776,0.00043200352,0.000022225757,0.0004238739,0.00016862282,0.0013161141,0.0011173685,0.00008541143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006538686,0.00003227876,0.027997931,0.0008249435,0.0013888418,0.00003882656,0.0010679831,0.000012170726,8.8744576e-7,0.92365277,0.036923993,0.0074054836],"study_design_scores_gemma":[0.0015342392,0.00014336592,0.018417468,0.0019169184,0.00028301094,3.8542186e-7,0.00028628347,9.662692e-7,0.000014138691,0.00056042237,0.9760928,0.0007499819],"about_ca_topic_score_codex":0.0012883635,"about_ca_topic_score_gemma":0.000045034652,"teacher_disagreement_score":0.9391688,"about_ca_system_score_codex":0.00053118437,"about_ca_system_score_gemma":0.000097353135,"threshold_uncertainty_score":0.99958533},"labels":[],"label_agreement":null},{"id":"W3148866217","doi":"10.1111/caje.12540","title":"The distribution of COVID‐19–related risks","year":2021,"lang":"en","type":"preprint","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; Bank of Canada; Université du Québec à Montréal; University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Assortative mating; Distribution (mathematics); Business; Demographic economics; Population; Actuarial science; Labour economics; Economics; Medicine; Environmental health; Engineering","score_opus":0.2853199639628509,"score_gpt":0.31144591483107814,"score_spread":0.02612595086822722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148866217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96695656,0.0032619142,0.00005416136,0.018910974,0.0071550254,0.0007017335,0.0013328531,0.000009507176,0.0016172618],"genre_scores_gemma":[0.9937844,0.0028688835,0.00003081315,0.000561774,0.0008076099,0.000066800894,0.00033444588,0.000063748936,0.0014814687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953741,0.0005937217,0.0024824124,0.00043602413,0.0000062395875,0.0011075389],"domain_scores_gemma":[0.991806,0.0010535241,0.0031912257,0.00076647924,0.00075568556,0.0024271086],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025461004,0.00043085372,0.0012468039,0.00034776801,0.0013987332,0.00008324095,0.0009776735,0.0007873895,0.00047477247],"category_scores_gemma":[0.0019575187,0.00041050906,0.0005572444,0.00013199163,0.00044150001,0.00015534463,0.00023268542,0.0022542241,0.000012661533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00029156433,0.00004094151,0.20686553,0.0015405063,0.0035650625,0.0005053141,0.026774554,0.01737941,0.0000043449772,0.70156914,0.03522111,0.0062425504],"study_design_scores_gemma":[0.0027075466,0.0004562081,0.030571843,0.0021226988,0.0006961057,0.00022389553,0.032457057,0.0007372296,0.0000296176,0.5154193,0.4131109,0.001467598],"about_ca_topic_score_codex":0.5397525,"about_ca_topic_score_gemma":0.99307257,"teacher_disagreement_score":0.4533201,"about_ca_system_score_codex":0.007553359,"about_ca_system_score_gemma":0.022410113,"threshold_uncertainty_score":0.9999013},"labels":[],"label_agreement":null},{"id":"W3149764745","doi":"","title":"Sentiment de non-reconnaissance au travail, déception et burnout : une exploration qualitative.","year":2007,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Burnout; Psychology; Humanities; Art; Clinical psychology","score_opus":0.07303903985805098,"score_gpt":0.4415824179329996,"score_spread":0.36854337807494864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149764745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9057837,0.0044151973,0.0100511955,0.052151877,0.003161537,0.0014759334,0.000102064914,0.00012452739,0.022733942],"genre_scores_gemma":[0.942411,0.00095928914,0.00050866295,0.00200311,0.0012526062,0.00017592753,0.00017591943,0.00007500989,0.052438468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99483293,0.0015212692,0.0011574713,0.00058748113,0.00048144342,0.0014194228],"domain_scores_gemma":[0.9977192,0.0008762231,0.0005413385,0.00037178939,0.00015393586,0.00033751043],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004835993,0.00048504196,0.00053282804,0.00014633595,0.0027546033,0.000052150066,0.00020476086,0.00033038887,0.0010318324],"category_scores_gemma":[0.00012385278,0.00050109916,0.00019997715,0.00038976545,0.00054365484,0.00076914625,0.00015891506,0.0006726789,0.0019641954],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029900373,0.000786339,0.059948675,0.00067477324,0.00027858274,0.000022336744,0.7999718,0.00001598654,0.0069607385,0.0017693087,0.05298956,0.076282874],"study_design_scores_gemma":[0.003076292,0.00061567704,0.24462143,0.0020447618,0.00021648176,0.0000059496388,0.6027617,0.000075281474,0.004413455,0.0010687344,0.14024855,0.0008517035],"about_ca_topic_score_codex":0.4588322,"about_ca_topic_score_gemma":0.68986577,"teacher_disagreement_score":0.23103352,"about_ca_system_score_codex":0.005151212,"about_ca_system_score_gemma":0.0018325603,"threshold_uncertainty_score":0.9998814},"labels":[],"label_agreement":null},{"id":"W3150040960","doi":"10.2979/intjfemappbio.6.2.122","title":"Conditions of care: Migration, vulnerability, and individual autonomy","year":2013,"lang":"en","type":"article","venue":"International Journal of Feminist Approaches to Bioethics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Vulnerability (computing); Perspective (graphical); Business; Political science; Sociology; Psychology; Computer security; Computer science; Law","score_opus":0.28417042436049966,"score_gpt":0.43842467769247745,"score_spread":0.1542542533319778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150040960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90722096,0.0003368625,0.00048113352,0.08083468,0.0010982867,0.0006003223,0.00018025641,0.000019873072,0.009227637],"genre_scores_gemma":[0.9953932,0.00004604875,0.0027393447,0.0010469486,0.00039614856,0.00005264764,0.000032391614,0.000011577147,0.0002816489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980962,0.0001980946,0.0008630228,0.0001412693,0.00053495564,0.00016643264],"domain_scores_gemma":[0.9973567,0.0006609538,0.0005703492,0.000115053466,0.0011720745,0.0001248779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082134985,0.00012804412,0.0002733084,0.0002127341,0.00025006817,0.000034896042,0.00035205623,0.00015999738,0.00015102286],"category_scores_gemma":[0.00043147535,0.00010444415,0.00008569454,0.000103056795,0.00038415045,0.00017446325,0.00022296525,0.0005821676,0.00002001189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009998221,0.00021265986,0.7914156,0.00018972215,0.00060346106,0.0000038495778,0.10734167,0.00002836656,0.00021076415,0.0818351,0.013338195,0.0047206325],"study_design_scores_gemma":[0.002657849,0.0011434084,0.7448722,0.00075931585,0.000243914,0.000048973077,0.13770175,0.00007510908,0.0014820512,0.023516575,0.08695828,0.0005405776],"about_ca_topic_score_codex":0.00027864415,"about_ca_topic_score_gemma":0.00019433846,"teacher_disagreement_score":0.088172294,"about_ca_system_score_codex":0.0001232949,"about_ca_system_score_gemma":0.00039541753,"threshold_uncertainty_score":0.4259109},"labels":[],"label_agreement":null},{"id":"W3151138512","doi":"10.1515/9780773585195","title":"Precarious Employment: Understanding Labour Market Insecurity in Canada","year":2005,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarious work; Job insecurity; Labour economics; Business; Economics; Work (physics); Engineering","score_opus":0.06841255277887583,"score_gpt":0.3422875140657796,"score_spread":0.2738749612869038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151138512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009090799,0.0015225868,0.000011183585,0.0037928203,0.0013660517,0.0013369872,0.00023198487,0.00011517026,0.99071413],"genre_scores_gemma":[0.024358122,0.0010316466,0.000018523875,0.002927519,0.0006521002,0.00013044637,0.00008655726,0.000086714215,0.9707084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675447,0.00029939003,0.00091240526,0.00051277695,0.00055651146,0.00096445053],"domain_scores_gemma":[0.9983708,0.0006592011,0.00033031282,0.0003927266,0.0000804094,0.0001665134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048355915,0.0004804512,0.00078560197,0.00021762731,0.00061185425,0.000009994134,0.0002996668,0.00045612562,0.010125672],"category_scores_gemma":[0.000056762714,0.0004372009,0.00008220338,0.00012688444,0.000046185694,0.00008502148,0.00037737263,0.0016071787,0.000092892646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003685801,0.000016635504,0.063202806,0.00034252214,0.00010132933,0.0000479234,0.0016656815,8.273356e-7,6.620644e-8,0.033838417,0.90041035,0.00033654858],"study_design_scores_gemma":[0.0008662319,0.00002442899,0.017589096,0.000882639,0.00003597188,5.4458735e-7,0.0015079253,0.000005642878,1.7548352e-7,0.012711652,0.96587205,0.00050364796],"about_ca_topic_score_codex":0.9409796,"about_ca_topic_score_gemma":0.9995734,"teacher_disagreement_score":0.065461665,"about_ca_system_score_codex":0.01883712,"about_ca_system_score_gemma":0.010511268,"threshold_uncertainty_score":0.99980795},"labels":[],"label_agreement":null},{"id":"W3152518996","doi":"10.12927/hcq.2021.26469","title":"An Analysis of the Long-Term Care Policy Mandates Implemented in Canada during the First Wave of the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Humber Polytechnic; Cancer Care Ontario; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Term (time); Vulnerability (computing); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Long-term care; Best practice; Third wave; Political science; Medicine; Public administration; Economic growth; Nursing; Virology; Economics; Law; Political economy; Computer security","score_opus":0.05118294284674484,"score_gpt":0.4118661356252654,"score_spread":0.36068319277852057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152518996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94657993,0.00070139725,0.000002321816,0.051129267,0.00024832037,0.000732001,0.00054179784,0.000014771611,0.000050180708],"genre_scores_gemma":[0.99570894,0.000111991256,0.0000012404277,0.0038128083,0.0000924357,0.00009906389,0.00006280439,0.000015705094,0.00009498164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967809,0.0011256569,0.0008472307,0.0002879029,0.00040946036,0.00054889306],"domain_scores_gemma":[0.9977955,0.00040189232,0.00044977618,0.00092229515,0.00030601464,0.00012447801],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034351973,0.00017803,0.00046595384,0.00012570976,0.0013014644,0.00000627697,0.00040554628,0.000082462786,0.00012129706],"category_scores_gemma":[0.00008461763,0.000095622796,0.00016663261,0.0013690913,0.000090112844,0.00004737479,0.0001250365,0.0004317707,5.022697e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002583233,0.000015514861,0.9488272,0.000934192,0.00016692061,0.0000055029573,0.04884406,0.000014121546,0.000024618961,0.0002129952,0.0001489946,0.0007800583],"study_design_scores_gemma":[0.00049761066,0.000051461986,0.9258121,0.00014949808,0.00011661919,0.0000017166681,0.072658524,0.000013918457,0.000026747812,0.000040195206,0.00054727984,0.00008427815],"about_ca_topic_score_codex":0.9523951,"about_ca_topic_score_gemma":0.9994589,"teacher_disagreement_score":0.049129028,"about_ca_system_score_codex":0.0017092323,"about_ca_system_score_gemma":0.0056112898,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W3154897835","doi":"10.1017/s0047279421000209","title":"Poverty and Sources of Income Support Among Older People With Disabilities and Out of Work: Comparison of Canada and the United Kingdom","year":2021,"lang":"en","type":"article","venue":"Journal of Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Disadvantaged; Poverty; Income Support; Work (physics); Government (linguistics); Population; Inequality; Economic growth; Demographic economics; Political science; Economics; Sociology; Demography","score_opus":0.04585028390247158,"score_gpt":0.3822236244757403,"score_spread":0.33637334057326873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154897835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989309,0.00017136338,0.0000019869956,0.009904469,0.000057810223,0.00009923097,0.00001991916,0.0000013967519,0.00043480058],"genre_scores_gemma":[0.99922454,0.000066425055,0.0000101692785,0.00020948659,0.00018081322,0.0000015369378,0.0000010452845,0.000006771734,0.00029920155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998817,0.00021675215,0.00052439497,0.00005308361,0.00023304085,0.00015567902],"domain_scores_gemma":[0.99834955,0.00056938216,0.0006802319,0.000050987437,0.00029703058,0.00005284198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034106636,0.00008084274,0.0005365827,0.00006373813,0.00031066954,0.0000044981716,0.00005030163,0.000050018563,0.000020233223],"category_scores_gemma":[0.00026035614,0.000047112746,0.000034713004,0.00017925775,0.00047170348,0.000053375912,0.000104145925,0.0002138133,1.4301473e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014278194,0.00002294965,0.91084886,0.00022578341,0.00012952098,6.258765e-7,0.08456497,0.0000011183299,0.0000057755815,0.0017339034,0.0022556807,0.00006804225],"study_design_scores_gemma":[0.001413445,0.000064394924,0.93216497,0.00019735935,0.00007306822,0.0000011860147,0.065123305,0.0000015406621,0.000026635618,0.00037120047,0.0005185954,0.00004432432],"about_ca_topic_score_codex":0.25662032,"about_ca_topic_score_gemma":0.35333413,"teacher_disagreement_score":0.096713826,"about_ca_system_score_codex":0.00004681608,"about_ca_system_score_gemma":0.00052411587,"threshold_uncertainty_score":0.74832994},"labels":[],"label_agreement":null},{"id":"W3154960690","doi":"10.1007/s11211-021-00365-0","title":"Downloaded Work, Sideloaded Work, and Financial Circumstances: The Contemporary Worker’s Experience of Equity and Need Principles","year":2021,"lang":"en","type":"article","venue":"Social Justice Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Saint Mary's University","funders":"University of Toronto","keywords":"Operationalization; Equity (law); Earnings; Economic Justice; Sociology; Social psychology; Public relations; Distributive justice; Focus group; Economics; Psychology; Political science; Finance; Law","score_opus":0.3362450306827783,"score_gpt":0.5035109843029724,"score_spread":0.16726595362019409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154960690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93805987,0.008948897,0.0000347851,0.025221828,0.00044068453,0.0009095377,0.000023897464,0.000046043355,0.026314482],"genre_scores_gemma":[0.9947255,0.00092825235,0.000038628572,0.0004931006,0.000554916,0.00021639657,0.000006694174,0.000016484655,0.0030199795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960306,0.0014433659,0.0005268526,0.00038859146,0.00083379477,0.0007767547],"domain_scores_gemma":[0.99573785,0.003000887,0.00016277764,0.00024465992,0.0007237461,0.00013008816],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025888337,0.0001641609,0.00039602895,0.00007547329,0.0028631825,0.000049323076,0.00028412874,0.00023162771,0.00011319492],"category_scores_gemma":[0.0030190016,0.00012273958,0.000056020443,0.0010769796,0.0012424403,0.00013827346,0.0018577661,0.0011087841,0.00001245494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016253241,0.00025847077,0.45932096,0.0024661024,0.00017887627,0.00010424881,0.34071973,0.0000012331516,0.0015842802,0.08002008,0.085398644,0.028322069],"study_design_scores_gemma":[0.0022370021,0.00010232973,0.5007535,0.0010504767,0.00010508431,0.0000010482381,0.4192065,0.0000047049525,0.0002694249,0.00645983,0.06939875,0.00041131745],"about_ca_topic_score_codex":0.00022504629,"about_ca_topic_score_gemma":0.00032517823,"teacher_disagreement_score":0.07848679,"about_ca_system_score_codex":0.000093078714,"about_ca_system_score_gemma":0.00092349795,"threshold_uncertainty_score":0.99843496},"labels":[],"label_agreement":null},{"id":"W3156359962","doi":"10.1111/soc4.12881","title":"The gendered pandemic: The implications of COVID‐19 for work and family","year":2021,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":283,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Sociology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Biology; Engineering; Medicine; Outbreak","score_opus":0.19602726808439314,"score_gpt":0.4653247190505181,"score_spread":0.26929745096612495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156359962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7317583,0.008650651,0.0016352882,0.2538605,0.0005344342,0.00084593514,0.00006874792,0.00005676466,0.002589376],"genre_scores_gemma":[0.9924213,0.0007478012,0.000054103868,0.004968818,0.00012511852,0.0004838432,0.000023648434,0.000007680281,0.0011676367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987931,0.0005144657,0.00025525343,0.00013987656,0.000039195576,0.0002580676],"domain_scores_gemma":[0.9941107,0.0053259777,0.00013294606,0.0002313577,0.00015675498,0.000042242802],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000623467,0.00007104464,0.00018264662,0.00000859957,0.0025057115,0.0000026549503,0.00014144435,0.00011296232,0.000018047038],"category_scores_gemma":[0.00036597473,0.00003849021,0.000057554404,0.00006229835,0.0005735759,0.0000100240395,0.0001502438,0.00023088198,0.0000043858145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002577177,0.000011082149,0.746766,0.000029032803,0.00012699296,1.12443075e-7,0.009084316,0.000001342723,0.00013210338,0.120248735,0.12294861,0.0006259529],"study_design_scores_gemma":[0.00042962667,0.000016599844,0.6627335,0.00000539116,0.00003168855,4.2016066e-7,0.016141964,0.0000021523363,0.0000017955593,0.08821112,0.23238102,0.00004474007],"about_ca_topic_score_codex":0.000022062814,"about_ca_topic_score_gemma":0.0001592972,"teacher_disagreement_score":0.26066303,"about_ca_system_score_codex":0.000037339014,"about_ca_system_score_gemma":0.0002324291,"threshold_uncertainty_score":0.9987929},"labels":[],"label_agreement":null},{"id":"W3156852730","doi":"10.18357/anthropologica6312021275","title":"Giving Everyone a Fish: COVID-19 and the New Politics of Distribution","year":2021,"lang":"en","type":"article","venue":"Anthropologica","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Politics; Neighbourhood (mathematics); Cash; Sociology; Political economy; Cash transfers; Welfare state; State (computer science); Political science; Development economics; Economics; Law; Geography; Poverty","score_opus":0.07661026769841696,"score_gpt":0.43779338709131177,"score_spread":0.3611831193928948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156852730","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28289673,0.009075396,0.007038667,0.68581635,0.001059765,0.0007976753,0.00033411846,0.00016755878,0.012813743],"genre_scores_gemma":[0.98181045,0.0030512193,0.000051529103,0.004719307,0.00017770298,0.000014285009,0.00004052011,0.0000047148396,0.010130293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890023,0.00035753124,0.00025105567,0.00014219688,0.00009671443,0.0002522417],"domain_scores_gemma":[0.9984837,0.0010871427,0.00011821656,0.00016191129,0.000060666276,0.000088357054],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023021514,0.000080221056,0.00022687532,0.00001048224,0.0021203586,0.000004155986,0.00006619539,0.00008397761,0.001115104],"category_scores_gemma":[0.0014089195,0.000047121852,0.00004451327,0.00011911047,0.0007980963,0.00003033969,0.00023529626,0.00017015515,0.0000074064096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007673304,0.00006599805,0.19559357,0.00023906722,0.00008956505,0.000016683096,0.008337511,7.122932e-7,0.00008092572,0.35632244,0.43882048,0.00035632466],"study_design_scores_gemma":[0.003847352,0.00016785174,0.15649113,0.0001225224,0.000115347226,0.00001082304,0.060801785,0.000018144983,0.00036431316,0.055595532,0.72223705,0.00022813866],"about_ca_topic_score_codex":0.0015634012,"about_ca_topic_score_gemma":0.0003236507,"teacher_disagreement_score":0.6989137,"about_ca_system_score_codex":0.000037129576,"about_ca_system_score_gemma":0.0002134269,"threshold_uncertainty_score":0.999798},"labels":[],"label_agreement":null},{"id":"W3157199576","doi":"10.26443/firr.v9i2.14","title":"Neoliberalism’s Effects on Asian Immigration: A Gender Based Analysis of Systemic Inequality in Canadian Immigration Policy","year":2019,"lang":"en","type":"article","venue":"Flux International Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Neoliberalism (international relations); Immigration policy; Citizenship; Inequality; Sociology; Multiculturalism; Political science; Immigration law; Political economy; Gender studies; Politics; Law","score_opus":0.036827799686544024,"score_gpt":0.4053751947393115,"score_spread":0.36854739505276746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157199576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50516415,0.009471038,0.00079998747,0.099237345,0.0017831341,0.005970141,0.00051869766,0.000115535055,0.37694],"genre_scores_gemma":[0.95826006,0.00033735926,0.0000542795,0.0046811546,0.0001225357,0.00031935066,0.0011360043,0.000015322716,0.03507394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737006,0.00064431224,0.001001761,0.00028153107,0.0004116375,0.00029072014],"domain_scores_gemma":[0.99821615,0.0005353242,0.00040488286,0.0003527365,0.00037930591,0.00011157197],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088974915,0.00017566053,0.00054185913,0.0013785055,0.00015943844,0.000007596857,0.000195171,0.00013292393,0.008875082],"category_scores_gemma":[0.0005443143,0.00015539248,0.00022913275,0.0016683314,0.00001659604,0.00015969125,0.000029836297,0.0002928474,0.0028273924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017935894,0.000052889285,0.89254254,0.0015763975,0.00060433906,0.000002488252,0.001701411,0.00069870614,0.000035953966,0.07316994,0.027823044,0.0017743688],"study_design_scores_gemma":[0.00068859424,0.00004960529,0.94622815,0.006569797,0.00045024956,5.3306337e-7,0.00023721838,0.004378274,0.000006259398,0.00050817255,0.040648557,0.00023458601],"about_ca_topic_score_codex":0.10368832,"about_ca_topic_score_gemma":0.18263096,"teacher_disagreement_score":0.45309594,"about_ca_system_score_codex":0.0010488271,"about_ca_system_score_gemma":0.0007435663,"threshold_uncertainty_score":0.997949},"labels":[],"label_agreement":null},{"id":"W3157244981","doi":"10.4000/pistes.7060","title":"L’indemnisation des travailleurs précaires en Ontario : résistance des employeurs et droit de parole limité pour les victimes de lésions professionnelles","year":2021,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.032563145964034236,"score_gpt":0.37435349897892745,"score_spread":0.3417903530148932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157244981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9064404,0.027216077,0.004054355,0.020831762,0.0007313203,0.0009113689,0.00015476086,0.0004353203,0.039224654],"genre_scores_gemma":[0.93446964,0.010561501,0.0035404167,0.00045118592,0.000500453,0.0004091101,0.000050867267,0.00022815575,0.049788658],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9869393,0.0077366466,0.001263768,0.0014756949,0.00062603684,0.001958572],"domain_scores_gemma":[0.9928449,0.0043122633,0.0005395021,0.0007812877,0.0009189638,0.00060309767],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002858294,0.0010367916,0.0011754001,0.00032703739,0.0039544944,0.00022410417,0.0006778931,0.00091466034,0.0020269512],"category_scores_gemma":[0.0019896212,0.0010474864,0.000680917,0.00054521376,0.0022749205,0.0009995651,0.0010815806,0.0026894405,0.000090625326],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042641605,0.0021655345,0.2434489,0.0007788751,0.0007195757,0.0002095933,0.70256174,0.00020563972,0.0009225128,0.01489864,0.0117914155,0.021871168],"study_design_scores_gemma":[0.0014110425,0.00026139262,0.5756581,0.0034743114,0.00024094165,0.00007449137,0.36862165,0.00012017687,0.00043809693,0.047701873,0.001335379,0.00066257804],"about_ca_topic_score_codex":0.029955415,"about_ca_topic_score_gemma":0.5759217,"teacher_disagreement_score":0.54596627,"about_ca_system_score_codex":0.0034146793,"about_ca_system_score_gemma":0.0061658346,"threshold_uncertainty_score":0.9996114},"labels":[],"label_agreement":null},{"id":"W3157946889","doi":"","title":"Hiring Recent College Graduates by Human Resource Management in the United States of America","year":2021,"lang":"en","type":"article","venue":"International journal of advance research and innovative ideas in education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Turnover; Human resource management; Business; Human resources; Higher education; Demographic economics; Population; Marketing; Management; Public relations; Accounting; Psychology; Political science; Economic growth; Economics; Sociology; Demography; Geography","score_opus":0.08664234790970878,"score_gpt":0.5216145580712099,"score_spread":0.43497221016150117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157946889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94947934,0.0017539875,0.000079462996,0.04184265,0.0002582469,0.00027227978,0.000019368817,0.000002091348,0.0062925676],"genre_scores_gemma":[0.9837455,0.013298677,0.0006576861,0.0010207414,0.0001502647,0.00006158315,0.000113742404,0.000008893086,0.0009429088],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979342,0.00055665406,0.00061214244,0.00010902663,0.0005938022,0.00019413263],"domain_scores_gemma":[0.9956356,0.000623885,0.00031580543,0.00007960728,0.0033202067,0.000024854879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015178276,0.000066667366,0.00014380548,0.000668523,0.0001590168,0.000011891758,0.00023399244,0.000022627144,0.000034157943],"category_scores_gemma":[0.00052987464,0.000050317638,0.000012647338,0.0016421156,0.00014604999,0.0001644679,0.00012048329,0.0005383427,0.0000011328533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008286861,0.0026394858,0.35935175,0.00027143996,0.00039092277,0.00009250165,0.028830493,0.0000982103,0.002848477,0.20389085,0.27305633,0.12770085],"study_design_scores_gemma":[0.0011712682,0.00019484051,0.12957819,0.0011201345,0.0000035159915,0.000005449397,0.21595593,0.000010533609,0.00058022706,0.08458284,0.5667082,0.000088862354],"about_ca_topic_score_codex":0.0002141238,"about_ca_topic_score_gemma":0.00007223053,"teacher_disagreement_score":0.29365188,"about_ca_system_score_codex":0.00029261588,"about_ca_system_score_gemma":0.00018117567,"threshold_uncertainty_score":0.23388612},"labels":[],"label_agreement":null},{"id":"W3158107917","doi":"10.1101/2020.11.16.20232850","title":"The impact of COVID-19 employment shocks on suicide and safety net use: An early-stage investigation","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Unemployment; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Demographic economics; Percentage point; Shock (circulatory); Safety net; Economics; Population; Demography; Unemployment rate; Medicine; Geography; Economic growth; Environmental health; Finance","score_opus":0.1725513973272105,"score_gpt":0.4505243070946368,"score_spread":0.2779729097674263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158107917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822368,0.00028428365,0.0000942658,0.0142120635,0.00044741778,0.0017404163,0.00036770623,0.00014075603,0.00047627723],"genre_scores_gemma":[0.9946662,0.0012307412,0.00004051375,0.0015031082,0.0002700271,0.0002121478,0.00019476509,0.000057397046,0.0018250695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963935,0.0012926402,0.0008360405,0.000579622,0.00041953113,0.00047864742],"domain_scores_gemma":[0.9965095,0.0014794567,0.0006387845,0.00073312956,0.00013994415,0.0004992045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012539788,0.00039854963,0.00057997234,0.00009561592,0.0011995756,0.00004239519,0.000358111,0.0003207335,0.00011001679],"category_scores_gemma":[0.0012111155,0.00025373008,0.00015643291,0.0001408075,0.00026817012,0.00009850482,0.00091211614,0.0012238318,0.000018573772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033504944,0.000025006048,0.9839778,0.00026294272,0.00018234369,0.0000057182046,0.008778447,0.00026058822,0.00012769441,0.0015178999,0.0043360167,0.0001905235],"study_design_scores_gemma":[0.00059095206,0.00041681624,0.98767394,0.00025686805,0.00005448224,1.459817e-7,0.00062983955,0.00012267979,0.000037525988,0.003034578,0.0069386754,0.00024352396],"about_ca_topic_score_codex":0.015566178,"about_ca_topic_score_gemma":0.0024025575,"teacher_disagreement_score":0.01316362,"about_ca_system_score_codex":0.00036072842,"about_ca_system_score_gemma":0.0006984555,"threshold_uncertainty_score":0.9999915},"labels":[],"label_agreement":null},{"id":"W3158161240","doi":"10.1016/j.geoforum.2021.04.009","title":"Recouping masculinity: Understanding the links between macho masculinity and self-exploitation among undocumented South Asian male migrants in Greece","year":2021,"lang":"en","type":"article","venue":"Geoforum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Ryerson University","keywords":"Masculinity; Solidarity; Precarity; Unrest; Sociology; Gender studies; Political science; Law","score_opus":0.0758457734936598,"score_gpt":0.3513183700962282,"score_spread":0.2754725966025684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158161240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96693736,0.00047336644,0.0023186356,0.021775745,0.0004828823,0.00088465493,0.000036384357,0.0001493749,0.0069415816],"genre_scores_gemma":[0.9963702,0.00071515486,0.0001801477,0.0006105786,0.00020937195,0.000090458234,0.0000660922,0.00003130324,0.0017267242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969008,0.00065412186,0.0005828022,0.00039438676,0.0002862754,0.0011816309],"domain_scores_gemma":[0.99874514,0.00053561665,0.00021863062,0.00029440844,0.00009709365,0.00010913535],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001965241,0.00022073687,0.00036452073,0.00012204165,0.0024165472,0.00004208718,0.00013558808,0.00028513628,0.00018087491],"category_scores_gemma":[0.00023359929,0.0001773193,0.00008755132,0.00042343765,0.000091805035,0.00024408019,0.0005048663,0.0010532013,0.000055130662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017279717,0.000030627558,0.96971077,0.00014507902,0.00012781419,0.000016247339,0.027441418,0.000003868096,0.0000040453565,0.00051054475,0.000893828,0.0010984638],"study_design_scores_gemma":[0.001963849,0.000052774038,0.82156146,0.0008138942,0.00012576174,0.0000019769004,0.16506961,0.00018333967,0.00001132221,0.007633288,0.0022944734,0.0002882572],"about_ca_topic_score_codex":0.0005216958,"about_ca_topic_score_gemma":0.007755548,"teacher_disagreement_score":0.14814934,"about_ca_system_score_codex":0.0002610125,"about_ca_system_score_gemma":0.000109399334,"threshold_uncertainty_score":0.9988822},"labels":[],"label_agreement":null},{"id":"W3158608273","doi":"10.24908/iqurcp.8400","title":"Passing the Buck? Neoliberal Restructuring and the Transformation of the Live‐in Caregivers Program to Keep “Women’s Work” Undervalued and Out of Sight in the Canadian Workforce","year":2016,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Restructuring; Workforce; Order (exchange); Economic growth; Political science; Business; Economics","score_opus":0.1261271381770618,"score_gpt":0.4135318605464268,"score_spread":0.287404722369365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158608273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75725436,0.000081194565,0.00001346078,0.23818289,0.00007923606,0.0024255652,0.0000035175121,0.000012179722,0.0019476124],"genre_scores_gemma":[0.9979749,0.00055065635,0.00001716688,0.00023370043,0.0000549986,0.0006801891,5.953128e-7,0.0000149464495,0.000472901],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968671,0.00073351554,0.0005295103,0.0002788127,0.00071773573,0.00087332784],"domain_scores_gemma":[0.99772185,0.0012556093,0.0001730746,0.00021393363,0.0005069548,0.00012859097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039125057,0.00018333009,0.0003052199,0.00021916181,0.0011871365,0.000101701145,0.00060195476,0.00012562818,0.000006301969],"category_scores_gemma":[0.0005397014,0.00007335585,0.000041340823,0.0007269665,0.0018895257,0.00028195037,0.00024594297,0.0008041638,0.0000017355306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048299352,0.000024043697,0.13675724,0.00032551118,0.00005054832,0.0000014673178,0.7202837,0.0000024048775,0.00013488783,0.10750911,0.0005398863,0.03388823],"study_design_scores_gemma":[0.004849274,0.0003993595,0.3309804,0.0050851554,0.000039316357,0.0000029736666,0.4104335,0.00019124885,0.00019398563,0.24214594,0.0052806614,0.0003981692],"about_ca_topic_score_codex":0.04160908,"about_ca_topic_score_gemma":0.09419733,"teacher_disagreement_score":0.30985016,"about_ca_system_score_codex":0.00043257079,"about_ca_system_score_gemma":0.000577036,"threshold_uncertainty_score":0.96477294},"labels":[],"label_agreement":null},{"id":"W3158860093","doi":"10.18270/rce.v20i1.3275","title":"Estrategia de entornos de trabajo saludables en el sector informal","year":2021,"lang":"es","type":"article","venue":"Revista Colombiana de Enfermería","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.03641942563889527,"score_gpt":0.38546469167205955,"score_spread":0.34904526603316427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158860093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96421194,0.0077719516,0.00023231935,0.00537073,0.00063087005,0.0010030965,0.00026079445,0.00025676933,0.02026151],"genre_scores_gemma":[0.97480553,0.008080404,0.0004719902,0.0021967883,0.0014119495,0.00022057506,0.00015839006,0.00012904218,0.0125253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932939,0.0020172014,0.0012491628,0.0006663386,0.0004976025,0.0022758252],"domain_scores_gemma":[0.9965282,0.0011879111,0.00045882972,0.00072306755,0.00037925452,0.0007227476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019184204,0.00065839494,0.0010796991,0.00017684184,0.0012974393,0.00031482722,0.0005173084,0.0008366096,0.0024540266],"category_scores_gemma":[0.0011583256,0.00069479056,0.00042474322,0.00063985825,0.00020895389,0.00035257795,0.00039492422,0.0015053338,0.00039090545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001983823,0.0004921278,0.84426796,0.0046994993,0.00075851264,0.00069974526,0.013856116,0.000017462957,0.0043442054,0.07548803,0.04916332,0.006014608],"study_design_scores_gemma":[0.0018337565,0.0003344214,0.66840994,0.0021874192,0.00059334433,0.000072328476,0.008798816,0.00022495161,0.00073279586,0.0008526852,0.315042,0.0009175233],"about_ca_topic_score_codex":0.001776704,"about_ca_topic_score_gemma":0.00084850186,"teacher_disagreement_score":0.26587868,"about_ca_system_score_codex":0.0012052691,"about_ca_system_score_gemma":0.0055421386,"threshold_uncertainty_score":0.99955034},"labels":[],"label_agreement":null},{"id":"W3159300604","doi":"10.82308/49247","title":"Sri Lankan women's career identity evolution after immigration to Montreal, Quebec, Canada","year":2011,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Identity (music); Gender studies; Sri lanka; Political science; Ethnology; Sociology; Geography; South asia; Law; Art","score_opus":0.029875434480850352,"score_gpt":0.27808045469692105,"score_spread":0.24820502021607072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159300604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93729484,0.00012992059,0.000001571946,0.0003160408,0.0014894867,0.0009866297,0.00056641625,0.00022733226,0.058987778],"genre_scores_gemma":[0.9866525,0.00003626081,0.00007718591,0.0021913175,0.00011836914,0.0010050843,0.000044947257,0.00004701644,0.009827345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958431,0.00060956075,0.00079698284,0.00069845654,0.00082356407,0.001228326],"domain_scores_gemma":[0.9978262,0.00013924821,0.00026454846,0.0006413788,0.0005874055,0.000541184],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087243627,0.0004466814,0.0005015379,0.00021511469,0.0022541957,0.000021328571,0.00040319533,0.00031768516,0.0013291574],"category_scores_gemma":[0.0003610313,0.0004270634,0.00011484209,0.0005142774,0.000047599402,0.0011341341,0.00041544746,0.00087165926,0.0006391155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030864666,0.001119188,0.51518875,0.0013256345,0.0015735547,0.0005749189,0.007272046,0.000021741673,0.010273439,0.39833358,0.0072264452,0.054004207],"study_design_scores_gemma":[0.0010605443,0.00015361709,0.7876544,0.00022494064,0.000104104845,0.0000018191586,0.0068036285,0.0000023654998,0.0007150005,0.010430481,0.1919568,0.0008923153],"about_ca_topic_score_codex":0.9464572,"about_ca_topic_score_gemma":0.9978621,"teacher_disagreement_score":0.38790312,"about_ca_system_score_codex":0.004585088,"about_ca_system_score_gemma":0.00025826218,"threshold_uncertainty_score":0.99981815},"labels":[],"label_agreement":null},{"id":"W3159452000","doi":"","title":"Covid-19 exposes Canada’s ableism","year":2021,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ableism; Coronavirus disease 2019 (COVID-19); Government (linguistics); Pandemic; Political science; 2019-20 coronavirus outbreak; Economic growth; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Public administration; Development economics; Medicine; Virology; Law; Economics","score_opus":0.03866500815720457,"score_gpt":0.3476322495738313,"score_spread":0.30896724141662674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159452000","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15765992,0.0134640485,0.0046527144,0.32573226,0.005935512,0.00035519438,0.00009261259,0.00011078876,0.49199694],"genre_scores_gemma":[0.8286334,0.017500246,0.0011523997,0.029837139,0.0018638541,4.336196e-7,0.000032103646,0.000028734961,0.120951675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998421,0.00032579893,0.00020774276,0.00010794825,0.0006563684,0.00028110595],"domain_scores_gemma":[0.9981882,0.00035135556,0.00015058713,0.00010440331,0.00024215413,0.0009632872],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042351638,0.000073470364,0.00022089011,0.000011854792,0.0011763234,0.0000022014294,0.00022905524,0.00010927429,0.052418754],"category_scores_gemma":[0.0012207052,0.00006974499,0.00006507198,0.00002501644,0.00009127105,0.000104766936,0.00019375194,0.00038932293,0.000007628089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058693116,0.00004956593,0.03858143,0.00008877735,0.00013598098,0.0015357154,0.005825463,9.4995823e-7,0.00001729766,0.0013402281,0.9463279,0.0060379477],"study_design_scores_gemma":[0.0011406626,0.000029127748,0.027228896,0.00011287788,0.000033762346,0.00003215687,0.0360728,0.000004604074,0.00000340488,0.000119031334,0.9351456,0.00007706037],"about_ca_topic_score_codex":0.84323364,"about_ca_topic_score_gemma":0.9868001,"teacher_disagreement_score":0.6709735,"about_ca_system_score_codex":0.0013160284,"about_ca_system_score_gemma":0.014639689,"threshold_uncertainty_score":0.9909464},"labels":[],"label_agreement":null},{"id":"W3159563956","doi":"10.1111/1475-5890.12263","title":"Inequality in Mortality: Updated Estimates for the United States, Canada and France*","year":2021,"lang":"en","type":"article","venue":"Fiscal Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inequality; Demography; Mortality rate; Demographic economics; Economics; Sociology; Mathematics","score_opus":0.11905263171626175,"score_gpt":0.4344885271534664,"score_spread":0.3154358954372047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159563956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599158,0.008918687,0.00004764288,0.029757334,0.00047598014,0.0004919854,0.00020699468,0.000035034038,0.0001505134],"genre_scores_gemma":[0.9879897,0.0029946978,0.00007018059,0.005513366,0.00015095259,0.00054173864,0.00032598636,0.000018772542,0.0023945684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987778,0.00015895219,0.00035649526,0.00020289836,0.00014437687,0.0003594763],"domain_scores_gemma":[0.9975198,0.0019975894,0.00007631841,0.00014996326,0.00021974258,0.000036618956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038222424,0.0001372408,0.00032944413,0.000021171552,0.001041823,0.00000637581,0.00006519005,0.000043243872,0.000035065692],"category_scores_gemma":[0.000681948,0.00008466566,0.000021986709,0.00026064273,0.000111033,0.000031440326,0.00024076937,0.00020140088,0.0000014678922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014759304,0.000015464411,0.93454385,0.00018436056,0.00024548598,0.0000080388945,0.0031187325,0.000020522377,0.0000018592721,0.0005102319,0.061052606,0.00028407545],"study_design_scores_gemma":[0.0006003257,0.000016774036,0.86169815,0.000089191206,0.000056857138,1.484956e-7,0.015308053,0.00028812868,0.000012277417,0.002576821,0.11923973,0.00011351661],"about_ca_topic_score_codex":0.5140237,"about_ca_topic_score_gemma":0.93611884,"teacher_disagreement_score":0.42209512,"about_ca_system_score_codex":0.00008665864,"about_ca_system_score_gemma":0.00011591011,"threshold_uncertainty_score":0.8012965},"labels":[],"label_agreement":null},{"id":"W3159674755","doi":"10.1080/08263663.2021.1917823","title":"Early COVID-19 policy responses in Latin America: a comparative analysis of social protection and health policy","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Latin Americans; Pandemic; Coronavirus disease 2019 (COVID-19); Bureaucracy; Power (physics); Political science; Development economics; Political economy; Economic growth; Sociology; Economics; Politics; Law; Disease","score_opus":0.15406593123957613,"score_gpt":0.41981844471330393,"score_spread":0.2657525134737278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159674755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8511217,0.018922813,0.00005266939,0.12701443,0.00025938902,0.00060234766,0.0010768044,0.000015112453,0.00093470473],"genre_scores_gemma":[0.9849133,0.007969986,0.00068656454,0.0042165793,0.00056408095,0.000050067578,0.00003734208,0.000049058308,0.001513009],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99233687,0.00302296,0.0021457616,0.0006584,0.0002633729,0.0015726188],"domain_scores_gemma":[0.9921537,0.0016170121,0.0024190948,0.00031322302,0.0015249142,0.001972045],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018635972,0.0006641058,0.0033167524,0.0032886255,0.0015524406,0.000079457175,0.0002495107,0.00020661866,0.000035107747],"category_scores_gemma":[0.0051110885,0.0006751946,0.00040411964,0.007289347,0.0039033291,0.00026190322,0.00019568297,0.0010814625,0.0000010091022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00018577815,0.00009322387,0.40002218,0.001537067,0.0047910064,0.00038840878,0.53896904,0.00033161574,0.000033714798,0.031435568,0.0011323383,0.02108006],"study_design_scores_gemma":[0.00096366403,0.0010056543,0.7135035,0.00065951986,0.000705139,0.00005780482,0.2623184,0.000085333115,0.0000019868867,0.0006455281,0.01960517,0.00044834014],"about_ca_topic_score_codex":0.7662015,"about_ca_topic_score_gemma":0.96089536,"teacher_disagreement_score":0.31348127,"about_ca_system_score_codex":0.004044769,"about_ca_system_score_gemma":0.009937907,"threshold_uncertainty_score":0.9997785},"labels":[],"label_agreement":null},{"id":"W3160363131","doi":"10.21203/rs.3.rs-491588/v1","title":"Consideration of Trade-offs Regarding COVID-19 Containment Measures in the United States","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Containment (computer programming); Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); International trade; 2019-20 coronavirus outbreak; Economics; Computer science; Outbreak; Medicine; Virology; Infectious disease (medical specialty)","score_opus":0.30639200798454597,"score_gpt":0.5339240522323443,"score_spread":0.22753204424779833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160363131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8404421,0.0048392187,0.00046857234,0.14253123,0.00046721738,0.006732201,0.00025297984,0.00009884877,0.004167585],"genre_scores_gemma":[0.9922878,0.003711317,0.0000319962,0.0014993915,0.00016854449,0.0011403628,0.0008707507,0.000028388822,0.00026142327],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98669714,0.009545441,0.00084786664,0.00048632862,0.0016797585,0.000743488],"domain_scores_gemma":[0.99169105,0.0064917924,0.00024916793,0.0006702963,0.000745509,0.00015219819],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009836155,0.00023793969,0.00056234933,0.0006169071,0.0012826861,0.000064911175,0.00039498028,0.00035630784,0.00022050788],"category_scores_gemma":[0.005429589,0.00016804281,0.00013306746,0.00066171715,0.00026989108,0.000056424004,0.0008927627,0.00288915,0.000007615462],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004830062,0.00044876672,0.5414969,0.012349862,0.00045153315,0.00025572782,0.30208725,0.0026098469,0.0001721023,0.013201588,0.12574236,0.00070106366],"study_design_scores_gemma":[0.0033488732,0.0003930768,0.11562291,0.006690476,0.0000713724,0.0000025873449,0.7392296,0.00055766903,0.00020022635,0.01562646,0.11770499,0.0005517367],"about_ca_topic_score_codex":0.013714803,"about_ca_topic_score_gemma":0.010909185,"teacher_disagreement_score":0.43714237,"about_ca_system_score_codex":0.00090567686,"about_ca_system_score_gemma":0.0019215307,"threshold_uncertainty_score":0.9994112},"labels":[],"label_agreement":null},{"id":"W3161017715","doi":"10.1515/bis-2021-0005","title":"Which Way Forward for Economic Security: Basic Income or Public Services?","year":2021,"lang":"en","type":"article","venue":"Basic Income Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Basic income; Welfare state; Economics; Context (archaeology); Social Welfare; Public economics; State (computer science); Social security; Economic system; Development economics; Political science; Market economy; Geography","score_opus":0.07293849721632818,"score_gpt":0.4047425810528824,"score_spread":0.33180408383655424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161017715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89669096,0.0063796295,0.000044835728,0.059403572,0.0069253873,0.0026822388,0.0005584617,0.000594404,0.026720483],"genre_scores_gemma":[0.9773123,0.0024901135,0.0002790286,0.002754019,0.0018612312,0.0020501183,0.00011358841,0.000111586014,0.01302799],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960133,0.0004115331,0.0011200721,0.0008265967,0.00030652495,0.0013219764],"domain_scores_gemma":[0.99569637,0.0019022246,0.0004395563,0.00072711025,0.0010416392,0.00019313117],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011884505,0.00053174584,0.0012408048,0.0002222868,0.0029613602,0.000051938077,0.00042051787,0.00025468416,0.0007966723],"category_scores_gemma":[0.0005825962,0.00041469577,0.00024700738,0.0004491758,0.0001429039,0.0004426273,0.0014193563,0.0005275419,0.00071561063],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040241278,0.00023441015,0.8495366,0.008406079,0.0032349266,0.000037300208,0.030217648,0.0000036886775,0.000023781013,0.04511024,0.060066875,0.0027260093],"study_design_scores_gemma":[0.0075405296,0.000573444,0.14470454,0.0015850664,0.00052897015,0.000011610489,0.082434684,0.00013305558,0.00014352327,0.03676542,0.72402453,0.0015546511],"about_ca_topic_score_codex":0.00017830623,"about_ca_topic_score_gemma":0.037828892,"teacher_disagreement_score":0.7048321,"about_ca_system_score_codex":0.00063521427,"about_ca_system_score_gemma":0.00056882616,"threshold_uncertainty_score":0.9998305},"labels":[],"label_agreement":null},{"id":"W3161615985","doi":"10.5817/wp_muni_econ_2020-02","title":"Life Satisfaction of Employees, Labour Market Tightness and Matching Efficiency","year":2020,"lang":"en","type":"article","venue":"MUNI ECON Working Papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact","funders":"Masarykova Univerzita; FP7 People: Marie-Curie Actions; European Commission","keywords":"Unemployment; Matching (statistics); Economics; Labour economics; Inflation (cosmology); Order (exchange); Estimation; Quarter (Canadian coin); Demographic economics; Macroeconomics; Mathematics","score_opus":0.046201345416731245,"score_gpt":0.325488946909296,"score_spread":0.2792876014925647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161615985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444581,0.00043658903,0.000020990605,0.005357235,0.00042369796,0.00027288918,0.0000064023347,0.00011291059,0.048911143],"genre_scores_gemma":[0.99644154,0.00030860174,0.000091153335,0.0019841797,0.00018170194,0.00001961381,0.0000028900622,0.000023252514,0.00094706344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987734,0.00021305535,0.0003659879,0.00022007083,0.00013911672,0.0002883787],"domain_scores_gemma":[0.99916285,0.00033883462,0.00019062812,0.0001266323,0.000029867782,0.00015117842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029874154,0.00013847688,0.00028059908,0.000048487953,0.00063222897,0.000009568049,0.000090446694,0.00009408623,0.0007121362],"category_scores_gemma":[0.00018114447,0.00012320919,0.00004070023,0.00017452335,0.000057491,0.0000516221,0.00013865676,0.0003066772,0.000019196663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006610623,0.000011921942,0.9733006,0.00030318944,0.00005418698,0.0000019349322,0.0147050265,0.000014761042,0.0005268616,0.0023856452,0.0025385844,0.006091183],"study_design_scores_gemma":[0.001010973,0.0001101245,0.92806935,0.0004984557,0.000040662606,4.1275186e-7,0.011665448,0.000056404806,0.000033997854,0.00025731316,0.05798606,0.0002707725],"about_ca_topic_score_codex":0.0003947807,"about_ca_topic_score_gemma":0.00031122752,"teacher_disagreement_score":0.055447474,"about_ca_system_score_codex":0.000029806239,"about_ca_system_score_gemma":0.0000579609,"threshold_uncertainty_score":0.7797392},"labels":[],"label_agreement":null},{"id":"W3161656101","doi":"10.1093/aje/kwab144","title":"Unemployment Insurance and Mortality Among the Long-Term Unemployed: A Population-Based Matched-Cohort Study","year":2021,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"Canadian Institutes of Health Research","keywords":"Unemployment; Propensity score matching; Medicine; Demography; Population; Cohort; Confidence interval; Cohort study; Environmental health; Economics; Internal medicine","score_opus":0.07183909609180267,"score_gpt":0.4356248289247886,"score_spread":0.36378573283298593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161656101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98955953,0.0007878464,0.00035194456,0.008060729,0.00055639836,0.00055845734,0.000008998013,0.00002251693,0.000093560004],"genre_scores_gemma":[0.99559903,0.00030717452,0.00017862083,0.0033956133,0.00030383855,0.00007027033,0.000009225896,0.000022600432,0.000113606075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917729,0.0055177873,0.0016371249,0.00031927362,0.00023954929,0.00051336776],"domain_scores_gemma":[0.99132437,0.0058685523,0.0018225169,0.00043140684,0.00038516195,0.00016799034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054766843,0.00022395178,0.0012494018,0.00008184153,0.00061767217,0.0000052534765,0.00022106965,0.000070834,0.000089671834],"category_scores_gemma":[0.002614247,0.00013991415,0.00015849285,0.00031051505,0.00047198805,0.00008552749,0.0001409513,0.0007389637,0.0000046393734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006308812,0.00015112988,0.995596,0.000024661935,0.00041843476,0.000052368636,0.0008164259,0.00007304011,0.000002993793,0.00014782928,0.00040567518,0.0022483394],"study_design_scores_gemma":[0.0006516024,0.000468735,0.9955694,0.00010562432,0.00016798425,0.000010565088,0.0021218318,0.00001141135,0.0000012068045,0.00065763685,0.00010067104,0.00013334864],"about_ca_topic_score_codex":0.00459916,"about_ca_topic_score_gemma":0.0036569545,"teacher_disagreement_score":0.0060395007,"about_ca_system_score_codex":0.00012403529,"about_ca_system_score_gemma":0.00018753181,"threshold_uncertainty_score":0.6952585},"labels":[],"label_agreement":null},{"id":"W3161797003","doi":"10.26522/ssj.v15i3.2568","title":"The Consequences of the Austerity Policies for Public Services in the UK","year":2021,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Austerity; Retrenchment; Decentralization; Statutory law; Public administration; Public service; Corporate governance; Inequality; Public sector; Business; Economics; Political science; Law; Finance; Economy; Market economy","score_opus":0.2242264062805828,"score_gpt":0.5073074396772095,"score_spread":0.2830810333966267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161797003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74900335,0.008979865,0.0000021766978,0.2149704,0.0035213833,0.001226853,0.00007197037,0.000020242072,0.022203768],"genre_scores_gemma":[0.99192786,0.0020684688,0.000012066632,0.0036712273,0.00067992863,0.0004263981,0.0000018107164,0.000006501353,0.0012057618],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99786603,0.0009245618,0.00042517076,0.00013989577,0.00022994961,0.00041441596],"domain_scores_gemma":[0.99491495,0.004277995,0.0002084966,0.00018374783,0.0004050075,0.000009817121],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014112853,0.00011260149,0.00026809087,0.000020462503,0.0037600945,0.000015115014,0.00041430249,0.00007153797,0.0000067842293],"category_scores_gemma":[0.0014487925,0.000053008243,0.00007688685,0.0004697242,0.00096495065,0.00004703104,0.00049431174,0.00029779098,0.00000181264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060327857,0.000073875424,0.28774342,0.0020434018,0.00023112439,0.0000031257641,0.4529014,0.0000010296061,0.00007584159,0.20692088,0.04931919,0.00062637054],"study_design_scores_gemma":[0.00038150692,0.000016593205,0.13162363,0.00015593377,0.000100694524,3.0045723e-7,0.8013923,9.229613e-7,0.000013300891,0.014313318,0.051930953,0.00007051869],"about_ca_topic_score_codex":0.0005699761,"about_ca_topic_score_gemma":0.04106844,"teacher_disagreement_score":0.34849092,"about_ca_system_score_codex":0.00008332516,"about_ca_system_score_gemma":0.00017449154,"threshold_uncertainty_score":0.9975369},"labels":[],"label_agreement":null},{"id":"W3161851811","doi":"10.1002/ajim.23256","title":"A rapid scoping review of COVID‐19 and vulnerable workers: Intersecting occupational and public health issues","year":2021,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Waterloo; Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Public health; Occupational safety and health; Environmental health; Occupational exposure; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Occupational medicine; Betacoronavirus; Virology; Nursing; Outbreak; Pathology; Disease","score_opus":0.29275652508397354,"score_gpt":0.5086388375281672,"score_spread":0.21588231244419365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161851811","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2936307,0.29879853,0.00028538436,0.40498015,0.0011307943,0.0006593846,0.000007849366,0.000016167734,0.0004910144],"genre_scores_gemma":[0.6079676,0.35229987,0.0010006763,0.033570606,0.00488643,0.000025513573,0.000020390165,0.000034697452,0.00019421737],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966642,0.0014352291,0.0011735297,0.00013519372,0.0003287477,0.00026306167],"domain_scores_gemma":[0.9958352,0.0016229933,0.0016344837,0.00009418847,0.0004489191,0.00036425848],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004218825,0.00011534559,0.00089738716,0.00015399678,0.0003923142,0.000004515551,0.00006945199,0.000041406034,0.0004558576],"category_scores_gemma":[0.01156177,0.00008196182,0.000038924107,0.00044194717,0.00037346614,0.000113553186,0.00008370317,0.00069487415,3.7090717e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022963552,0.00004780773,0.5341299,0.0039338563,0.00026049564,0.000024871133,0.010857577,2.971001e-7,0.000024331284,0.00012767498,0.05701754,0.393346],"study_design_scores_gemma":[0.008507646,0.00521136,0.0060260906,0.6719775,0.00020078623,0.00022731771,0.26801935,0.000002948777,0.000012421368,0.000090200425,0.039424617,0.00029976264],"about_ca_topic_score_codex":0.0009073709,"about_ca_topic_score_gemma":0.000085858235,"teacher_disagreement_score":0.6680437,"about_ca_system_score_codex":0.00010011267,"about_ca_system_score_gemma":0.0019418978,"threshold_uncertainty_score":0.99676424},"labels":[],"label_agreement":null},{"id":"W3162324644","doi":"10.7202/1077094ar","title":"Réinventer le salariat","year":2021,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.10355139035253112,"score_gpt":0.4356617578316257,"score_spread":0.33211036747909456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162324644","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26318753,0.12656488,0.00048427613,0.4085196,0.0071694762,0.00058768503,0.00014721368,0.00018690828,0.19315244],"genre_scores_gemma":[0.8565604,0.011366001,0.0027781336,0.0017643779,0.003111853,0.000041019422,0.000010750747,0.00004491273,0.12432255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.993745,0.0029760473,0.00056885486,0.0009394569,0.0006744167,0.0010962053],"domain_scores_gemma":[0.99677753,0.0019539439,0.00026845298,0.00027610947,0.00054708094,0.00017687438],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0020735678,0.00036658216,0.0005725127,0.00013571167,0.0046048257,0.00012637583,0.00048069115,0.0004575192,0.0027818794],"category_scores_gemma":[0.0014778178,0.00035838792,0.00033566452,0.0009839904,0.0045697275,0.00048954337,0.00069382164,0.0007585381,0.0005876972],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012646112,0.0004552324,0.020069443,0.00013057636,0.00018106354,0.00003476697,0.33809808,0.0000049911246,0.00026204748,0.57277787,0.06668283,0.0012904278],"study_design_scores_gemma":[0.00066198537,0.0001159165,0.018695785,0.00037401918,0.00007663462,0.000006127082,0.8582248,0.000025592699,0.00017027196,0.028429369,0.0927887,0.00043081655],"about_ca_topic_score_codex":0.0024277421,"about_ca_topic_score_gemma":0.004540753,"teacher_disagreement_score":0.5933729,"about_ca_system_score_codex":0.00083381444,"about_ca_system_score_gemma":0.006145755,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W3162410443","doi":"10.18357/anthropologica6312021186","title":"Moving, Waiting, Racing: The Emotional and Temporal Experience of Policy for Nurses on Temporary Work Permits in Canada","year":2021,"lang":"en","type":"article","venue":"Anthropologica","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Temporality; Ethnography; Emotional labor; Work (physics); Credential; Space (punctuation); Sociology; Health care; Political science; Nursing; Public relations; Psychology; Medicine; Social psychology; Anthropology; Law","score_opus":0.07440107226029948,"score_gpt":0.4181650056703103,"score_spread":0.3437639334100108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162410443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96218485,0.0006724408,0.0000038048815,0.031161034,0.00044984484,0.00033136044,0.000026276432,0.000013709408,0.005156653],"genre_scores_gemma":[0.9954002,0.00022588651,0.000036011992,0.0012635214,0.0001615662,0.00009287787,0.000012322779,0.000007732761,0.0027998835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886507,0.00018192652,0.00031071802,0.00021449926,0.00013416259,0.0002936239],"domain_scores_gemma":[0.99882,0.00078053266,0.00014706851,0.00015031772,0.00006423525,0.00003784307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012288915,0.000108937966,0.0002163826,0.0000354038,0.001164929,0.0000034823872,0.00009688722,0.000056274403,0.00022885147],"category_scores_gemma":[0.0005027275,0.00006894442,0.000029883604,0.00019810627,0.00026458316,0.000036855592,0.00011152431,0.0001726028,8.4532587e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036491965,0.000038937273,0.9682057,0.000040484476,0.000010689668,0.000010504486,0.0055754855,0.0000014426328,0.00003384914,0.007964126,0.016912572,0.0011697159],"study_design_scores_gemma":[0.00056479365,0.00013334316,0.8201824,0.00033665897,0.0000066875637,0.0000020837188,0.1522205,0.000020066178,0.00038252104,0.001183495,0.024806213,0.00016123916],"about_ca_topic_score_codex":0.50055826,"about_ca_topic_score_gemma":0.4415388,"teacher_disagreement_score":0.1480233,"about_ca_system_score_codex":0.00011667902,"about_ca_system_score_gemma":0.0009530708,"threshold_uncertainty_score":0.89598095},"labels":[],"label_agreement":null},{"id":"W3162517777","doi":"10.1177/08404704211012725","title":"The federal spending power: Building forward after the pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Austerity; Pandemic; Government (linguistics); Power (physics); Investment (military); Coronavirus disease 2019 (COVID-19); Business; Public administration; Political science; Law; Politics; Medicine","score_opus":0.0404603572613213,"score_gpt":0.3955058602620975,"score_spread":0.3550455030007762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162517777","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17290026,0.015150384,0.0010076263,0.69028753,0.007772548,0.003926152,0.000035599056,0.0005630293,0.108356856],"genre_scores_gemma":[0.9459742,0.003641338,0.00012902616,0.013545909,0.0002888138,0.00072993577,0.0000104721885,0.000044701523,0.035635646],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966909,0.0005489513,0.00058874534,0.00040431455,0.0004434649,0.0013235994],"domain_scores_gemma":[0.99846697,0.0004832764,0.00018150466,0.00063538476,0.00012029654,0.00011257143],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011027723,0.000237247,0.00024735596,0.00005430079,0.006275773,0.00008055719,0.0003364767,0.000100461526,0.00026028417],"category_scores_gemma":[0.00006137316,0.00013740644,0.00015369976,0.00029102902,0.00007939572,0.000105143146,0.0011005589,0.00064785854,0.00020923174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016509405,0.000019139577,0.71795,0.00034346612,0.0002682326,0.00006976923,0.0018561209,0.0000011499131,0.000002905898,0.17332079,0.07322632,0.03277702],"study_design_scores_gemma":[0.0004445303,0.000039689086,0.1479207,0.00023833173,0.000033299097,0.0000032547184,0.026448844,0.000010010281,0.0000030042766,0.008847077,0.8158366,0.00017468265],"about_ca_topic_score_codex":0.0002700022,"about_ca_topic_score_gemma":0.005509008,"teacher_disagreement_score":0.7730739,"about_ca_system_score_codex":0.0002721894,"about_ca_system_score_gemma":0.00006709129,"threshold_uncertainty_score":0.99501795},"labels":[],"label_agreement":null},{"id":"W3162994541","doi":"10.7202/1077095ar","title":"La qualification personnelle, un paradigme de la reconnaissance au travail","year":2021,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08935255807915087,"score_gpt":0.43996138038313215,"score_spread":0.35060882230398127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162994541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7086517,0.08038158,0.00070945686,0.061522435,0.0014078277,0.00041800344,0.00010093837,0.00013980093,0.14666826],"genre_scores_gemma":[0.94653624,0.022292452,0.0024033897,0.00040028762,0.0015314057,0.0000682011,0.0000078697085,0.000038359733,0.026721813],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98566824,0.011250961,0.00057134975,0.0009314792,0.0005345817,0.0010433588],"domain_scores_gemma":[0.9909999,0.007823069,0.00037090955,0.00027605757,0.00032294623,0.00020712886],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0068934537,0.00037976447,0.00053720083,0.00013327051,0.004419223,0.0001497532,0.00049790664,0.00066656177,0.0013619505],"category_scores_gemma":[0.0028210655,0.00038458678,0.00026511375,0.0010210015,0.0085232565,0.0003734648,0.00019890178,0.0009465257,0.00019201008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018980187,0.00036066218,0.028877718,0.00015427964,0.0001245903,0.000024636309,0.6833101,0.000010343013,0.0002982959,0.2687171,0.011267033,0.006836235],"study_design_scores_gemma":[0.000524191,0.00008737067,0.0876656,0.00038002225,0.000086058906,0.000019206564,0.8615838,0.000057387206,0.00018206789,0.015032192,0.033960093,0.00042195746],"about_ca_topic_score_codex":0.0023126423,"about_ca_topic_score_gemma":0.0024269694,"teacher_disagreement_score":0.2536849,"about_ca_system_score_codex":0.0017009757,"about_ca_system_score_gemma":0.0056951637,"threshold_uncertainty_score":0.99994165},"labels":[],"label_agreement":null},{"id":"W3163107527","doi":"10.1017/s1041610221000454","title":"IPA and WPA-SOAP joint statement on the rights of older persons with mental health conditions and psychosocial disabilities","year":2021,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychosocial; Statement (logic); Joint (building); Mental health; Psychology; Psychiatry; Political science; Engineering; Law","score_opus":0.0450006735193396,"score_gpt":0.40796262922846505,"score_spread":0.36296195570912543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163107527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8347993,0.00028272386,0.00005426665,0.15204471,0.0012270244,0.0005626712,0.0011051706,0.000022620097,0.0099015385],"genre_scores_gemma":[0.9933268,0.00056566996,0.00012480852,0.0018147724,0.00028069067,0.00010231321,0.0000978523,0.000013653313,0.0036734666],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986694,0.0001759014,0.00038288056,0.00024495812,0.00032998007,0.00019689373],"domain_scores_gemma":[0.999079,0.00034743556,0.0002147432,0.00012782376,0.00016642091,0.000064586835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028788313,0.0001268943,0.00018416523,0.00006376273,0.0007913598,0.000017502207,0.000070918184,0.00004056881,0.00054885395],"category_scores_gemma":[0.00004489929,0.00008176968,0.000040149902,0.000104311854,0.00017178521,0.000070309274,0.000062595245,0.00018848621,0.0000072640632],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024703576,0.0005810298,0.17508286,0.00019076614,0.00057727535,0.00000286667,0.054406375,0.0000014769821,0.00010607347,0.24714804,0.5211826,0.00047359968],"study_design_scores_gemma":[0.005786086,0.0007409037,0.60817677,0.0008342877,0.000078813806,0.000012236104,0.10160115,0.00003517398,0.00007794502,0.024788214,0.2573715,0.00049692433],"about_ca_topic_score_codex":0.00020868969,"about_ca_topic_score_gemma":0.0005323643,"teacher_disagreement_score":0.43309394,"about_ca_system_score_codex":0.00010606796,"about_ca_system_score_gemma":0.0000962558,"threshold_uncertainty_score":0.60865796},"labels":[],"label_agreement":null},{"id":"W3163235166","doi":"10.1016/j.socscimed.2021.113979","title":"Death on the job: The Great Recession and work-related traffic fatalities","year":2021,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Occupational safety and health; Work (physics); Injury prevention; Poison control; Human factors and ergonomics; Suicide prevention; Quarter (Canadian coin); Work hours; Public health; Demographic economics; Environmental health; Business; Labour economics; Economics; Medicine; Engineering; Geography","score_opus":0.09409106508858199,"score_gpt":0.4230416361640698,"score_spread":0.3289505710754878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163235166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.796692,0.0006228491,0.0000012716829,0.16563936,0.00075239333,0.00022083758,0.0000015778194,0.000041068015,0.036028627],"genre_scores_gemma":[0.98683107,0.00030508795,7.3546045e-7,0.003897426,0.0005089783,0.00003272787,0.0000024252256,0.0000061968312,0.00841537],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982954,0.00034789927,0.00022370991,0.0002235959,0.00052926363,0.00038010665],"domain_scores_gemma":[0.9988528,0.00070311327,0.000087880304,0.00015229595,0.00014182876,0.00006210921],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018189995,0.00010378151,0.00017068286,0.000032822863,0.0056641856,0.000013522112,0.00021480292,0.000064746186,0.0004830943],"category_scores_gemma":[0.0007475443,0.000042857868,0.000024640385,0.000777192,0.0015535763,0.000072058974,0.00012692019,0.00040670764,0.000018048626],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060951657,0.000037212794,0.3153339,0.00004941257,0.00004927464,0.000017554667,0.4160505,9.889911e-7,0.00040780604,0.12080963,0.09553801,0.05164476],"study_design_scores_gemma":[0.0012705836,0.00017198813,0.79351115,0.0013063372,0.000098456476,0.0000023278164,0.12481979,0.000009425298,0.000055609195,0.014321866,0.06417626,0.0002561995],"about_ca_topic_score_codex":0.000110809306,"about_ca_topic_score_gemma":0.00007788922,"teacher_disagreement_score":0.47817725,"about_ca_system_score_codex":0.000073038114,"about_ca_system_score_gemma":0.00016208338,"threshold_uncertainty_score":0.9956303},"labels":[],"label_agreement":null},{"id":"W3163354459","doi":"10.26504/bkmnext412_chapter4","title":"Intergenerational inequality","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); Inequality; Demographic economics; Work (physics); Social inequality; Demography; Political science; Geography; Socioeconomics; Sociology; Economics; Medicine; Engineering; Mathematics","score_opus":0.15919814365002263,"score_gpt":0.43594971016615014,"score_spread":0.27675156651612753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163354459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060774328,0.00053378363,0.00017562292,0.005496883,0.0014464554,0.00022821914,0.000055117034,0.00009307267,0.9919101],"genre_scores_gemma":[0.00060558587,0.00032913664,0.0001106367,0.0031404276,0.0013869286,0.000037084712,0.00041944397,0.000031486306,0.9939393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988229,0.000059296046,0.00047514014,0.00024855725,0.00020848565,0.00018560672],"domain_scores_gemma":[0.99913704,0.00017098711,0.00014165851,0.00022703616,0.00027169345,0.00005157147],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020601576,0.00018944444,0.0003193811,0.000045005472,0.00041895238,0.0000042242655,0.00007712292,0.00030585812,0.070143074],"category_scores_gemma":[0.000042814398,0.00015287066,0.00011492442,0.000009846626,0.00003167809,0.000027527087,0.00027122992,0.00052632403,0.0015150547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031287486,0.0000036515228,0.0011684387,0.00005580423,0.00007327607,0.00000345372,0.00014247751,4.1756177e-8,0.0000028784132,0.6801645,0.31797275,0.00040957693],"study_design_scores_gemma":[0.00013406217,0.0000125514525,0.00047919512,0.00019672832,0.000023684126,1.7657972e-7,0.00008113417,8.4293896e-7,0.0000023694104,0.019661602,0.97923625,0.00017143205],"about_ca_topic_score_codex":0.000048816124,"about_ca_topic_score_gemma":0.0009789391,"teacher_disagreement_score":0.66126347,"about_ca_system_score_codex":0.000089795976,"about_ca_system_score_gemma":0.00019435066,"threshold_uncertainty_score":0.9992624},"labels":[],"label_agreement":null},{"id":"W3163940563","doi":"10.31234/osf.io/ce84n","title":"Resilience and Adaptivity Were Strong Correlates of Wellbeing in the Early Stages of the Covid-19 Pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Mental health; Pandemic; Globe; Psychology; Coronavirus disease 2019 (COVID-19); Work (physics); Multinational corporation; Perception; Work engagement; Political science; Social psychology; Medicine; Psychiatry; Disease","score_opus":0.12658421159276576,"score_gpt":0.4142212853660638,"score_spread":0.28763707377329806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163940563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820134,0.00089291343,0.00017695862,0.011350866,0.00025412333,0.0012396217,0.000065452325,0.000033344266,0.0039733415],"genre_scores_gemma":[0.99785334,0.0007198993,0.000032951637,0.00044663693,0.000040300587,0.00006369456,0.0000030159172,0.000010612073,0.0008295696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974626,0.0010735636,0.0005872289,0.00031587487,0.0003081307,0.00025263184],"domain_scores_gemma":[0.9966696,0.0022934114,0.0005086758,0.00041675434,0.00005976417,0.00005180552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012690525,0.0001889192,0.0004557962,0.000048090016,0.00037536843,0.0000060172124,0.00049090333,0.00022495374,0.000056037767],"category_scores_gemma":[0.00072703697,0.00009852054,0.000080548496,0.00013272573,0.00031021168,0.00004245164,0.0016535545,0.001410068,0.0000017654896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039445826,0.000016806154,0.97303796,0.000726272,0.000031241332,9.338866e-7,0.019367924,0.00007871303,0.00007079886,0.005400221,0.0011289141,0.00010079564],"study_design_scores_gemma":[0.00034152385,0.000052294996,0.9771034,0.00052485825,0.00004445149,2.6107992e-7,0.015820935,0.000052281448,0.00001238793,0.0053161974,0.0006183996,0.000113019545],"about_ca_topic_score_codex":0.007845677,"about_ca_topic_score_gemma":0.005850949,"teacher_disagreement_score":0.015839942,"about_ca_system_score_codex":0.0000653585,"about_ca_system_score_gemma":0.00034276143,"threshold_uncertainty_score":0.9987612},"labels":[],"label_agreement":null},{"id":"W3164451478","doi":"10.1111/bjir.12610","title":"Customer aggression, employee voice and quit rates: Evidence from the frontline service workforce","year":2021,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aggression; Workforce; Turnover; Business; Sample (material); Service (business); Control (management); Customer service; Psychology; Work (physics); Demographic economics; Public relations; Social psychology; Marketing; Political science; Management; Economics; Economic growth; Engineering","score_opus":0.15334179697142591,"score_gpt":0.4026950876163659,"score_spread":0.24935329064494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164451478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90424067,0.043692205,0.00019674732,0.048341766,0.0020134766,0.0003604427,0.00009469009,0.000028956527,0.0010310581],"genre_scores_gemma":[0.9539357,0.02379594,0.00065333466,0.004255369,0.007359412,0.000041907584,0.000065434564,0.00006275002,0.009830147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722594,0.0009181409,0.0009660315,0.0001866657,0.0004082945,0.00029494075],"domain_scores_gemma":[0.9944055,0.0034021928,0.00069570687,0.00017955857,0.001162282,0.00015477194],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010544815,0.00013815211,0.00034423813,0.000043747434,0.0016710147,0.00007648898,0.00022526889,0.00028641592,0.00093262893],"category_scores_gemma":[0.0053099985,0.0001118535,0.00009336156,0.00042580557,0.00007610821,0.0004597821,0.0002065262,0.0017062254,0.000111025365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008312126,0.00003163764,0.68311673,0.000006594534,0.00014062786,0.00010547368,0.0022050135,0.00004152185,0.00006988043,0.000044970995,0.2963772,0.0177772],"study_design_scores_gemma":[0.0052073402,0.00010144577,0.6450144,0.031962212,0.0006295616,0.00023507925,0.011884353,0.000027054191,0.00004478876,0.001860135,0.30262908,0.00040452703],"about_ca_topic_score_codex":0.0015602062,"about_ca_topic_score_gemma":0.0032591496,"teacher_disagreement_score":0.04969505,"about_ca_system_score_codex":0.00009368137,"about_ca_system_score_gemma":0.00065959233,"threshold_uncertainty_score":0.9999806},"labels":[],"label_agreement":null},{"id":"W3164458103","doi":"","title":"Long Time Out: Unemployment and Joblessness in Canada and the United States","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Unemployment; Matching (statistics); Duration (music); Economics; Beveridge curve; Recession; Great recession; Panel data; Labour economics; Demographic economics; Download; Econometrics; Macroeconomics; Unemployment rate; Statistics","score_opus":0.015474491213207922,"score_gpt":0.3136021933389695,"score_spread":0.29812770212576156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164458103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818495,0.0021918418,0.0000524816,0.015068877,0.00019707525,0.00027302757,0.0000030081046,0.000010613754,0.00035358715],"genre_scores_gemma":[0.98787165,0.007697082,0.0000020527805,0.00089149695,0.00021484026,0.000017438655,0.000005009784,0.000016191634,0.0032842294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973749,0.00040164017,0.000335116,0.00013638704,0.00018530893,0.0015666564],"domain_scores_gemma":[0.99926287,0.00032267853,0.0001398782,0.00009635583,0.00010857998,0.000069665904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018155552,0.00013364195,0.00023175038,0.0000828164,0.0009433185,0.000014531098,0.00011695809,0.000039538747,0.000044819106],"category_scores_gemma":[0.00005117256,0.0000806303,0.000015986712,0.00014779357,0.00016910606,0.00006144648,0.00011118084,0.0012360208,0.000010856961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003155063,0.000015809728,0.9668874,0.000025838084,0.00019228234,0.000006614422,0.007968033,0.0000054649354,0.000004376131,0.019268967,0.0017640688,0.003545636],"study_design_scores_gemma":[0.019883795,0.0007968231,0.5246066,0.00069590734,0.00023095246,0.00011289155,0.1072488,0.0014505849,0.000023155942,0.30367523,0.04035298,0.0009222703],"about_ca_topic_score_codex":0.7094786,"about_ca_topic_score_gemma":0.993671,"teacher_disagreement_score":0.4422808,"about_ca_system_score_codex":0.0010814014,"about_ca_system_score_gemma":0.0027033808,"threshold_uncertainty_score":0.72553384},"labels":[],"label_agreement":null},{"id":"W3164510568","doi":"10.1787/6ab6b718-en","title":"Improving the well-being of Canadians","year":2021,"lang":"en","type":"paratext","venue":"OECD Economics Department working papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Government (linguistics); Indigenous; Inequality; Political science; Economic growth; Well-being; Mental health; Development economics; Economics; Psychology; Law","score_opus":0.02505805165986643,"score_gpt":0.30114642066126057,"score_spread":0.27608836900139416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164510568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033570025,0.0034996318,0.0000037640796,0.0028616523,0.009314409,0.0011107709,0.0000949099,0.00003480987,0.94951004],"genre_scores_gemma":[0.3955887,0.014868375,0.00013401662,0.006130922,0.0033063425,0.0007976293,0.0013297485,0.00027739198,0.57756686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970084,0.00028446704,0.0010288747,0.00060586527,0.00012791727,0.00094446505],"domain_scores_gemma":[0.99741465,0.0007295443,0.0009504142,0.0007126581,0.000048561335,0.00014420105],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005587926,0.00047237534,0.0008506434,0.00012255019,0.0014767833,0.000039562336,0.00047280028,0.00043139738,0.0061289715],"category_scores_gemma":[0.00002753174,0.00039502952,0.00031463307,0.00008579019,0.00013242694,0.000036684192,0.00040816976,0.0009285152,0.0020888012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097978365,0.00010061563,0.053065684,0.0015176386,0.0031256282,0.000029432877,0.011898606,0.0019456197,0.00008715343,0.008070025,0.8984945,0.02156713],"study_design_scores_gemma":[0.00037201788,0.000028401904,0.00050402986,0.00046246103,0.00016562355,9.1767856e-7,0.0026168297,0.000033447897,0.000032508862,0.000048533137,0.9953456,0.00038963617],"about_ca_topic_score_codex":0.00467031,"about_ca_topic_score_gemma":0.025554968,"teacher_disagreement_score":0.37194315,"about_ca_system_score_codex":0.0008621507,"about_ca_system_score_gemma":0.00083119277,"threshold_uncertainty_score":0.99985015},"labels":[],"label_agreement":null},{"id":"W3164552354","doi":"","title":"Wage Inequality Since 1975","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Pace; Labour economics; Wage; Wage inequality; Economics; Workforce; Quarter (Canadian coin); Low wage; Wage share; Demographic economics; Efficiency wage; Economic growth; Geography","score_opus":0.1352995570502159,"score_gpt":0.4633743583350163,"score_spread":0.3280748012848004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164552354","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49371284,0.0003434961,0.000001903214,0.0027677973,0.001514122,0.0017834429,0.00012965327,0.00009398348,0.49965274],"genre_scores_gemma":[0.9054816,0.027787488,0.0003683721,0.0012476125,0.0010358671,0.0018948663,0.00019666004,0.00017631189,0.061811246],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99351037,0.002199199,0.001270351,0.0010992631,0.00035524732,0.0015655715],"domain_scores_gemma":[0.99593014,0.001795077,0.00035980705,0.0014186779,0.00025397245,0.00024233949],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0056837,0.0004128863,0.00088664977,0.00038752734,0.0009580155,0.000038904374,0.0007261903,0.0008598364,0.00051418005],"category_scores_gemma":[0.0014128262,0.00041280594,0.0001956986,0.00015900997,0.00035087494,0.00008542853,0.0026364757,0.005019199,0.00017153767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031295337,0.0005314594,0.86273885,0.0025269217,0.0004291142,0.00009427176,0.006640024,0.00040695976,0.000070356386,0.015944699,0.008828884,0.10147554],"study_design_scores_gemma":[0.0020389361,0.0001532137,0.18988061,0.0016298069,0.000026396121,0.000001470231,0.0055181975,0.0002844848,0.00003327147,0.013942876,0.7851837,0.0013070047],"about_ca_topic_score_codex":0.00064810173,"about_ca_topic_score_gemma":0.0021476734,"teacher_disagreement_score":0.77635485,"about_ca_system_score_codex":0.0014354027,"about_ca_system_score_gemma":0.0011748992,"threshold_uncertainty_score":0.9998324},"labels":[],"label_agreement":null},{"id":"W3164605003","doi":"","title":"The Impact of the COVID-19 Pandemic on Canadian Parliamentary Political Staffers","year":2020,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Politics; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; Internal medicine; Law","score_opus":0.15211880349583162,"score_gpt":0.4336529596760667,"score_spread":0.2815341561802351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164605003","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10553325,0.048496377,0.0000014525629,0.8194348,0.0009901688,0.005800475,0.0028911945,0.0000776315,0.016774608],"genre_scores_gemma":[0.6374793,0.017713504,0.0000029125588,0.34387887,0.0002801008,0.00020971613,0.00009235934,0.000040665447,0.00030261057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610865,0.00096277223,0.00074757106,0.00036968346,0.00032015124,0.0014911699],"domain_scores_gemma":[0.9949359,0.0006182323,0.00021426221,0.0006266948,0.00007454588,0.0035303629],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070102036,0.00033976746,0.000574874,0.00007227744,0.0020361843,0.000013794882,0.0007268097,0.00011077066,0.0024863756],"category_scores_gemma":[0.00058763317,0.00018742673,0.00037511863,0.00042571937,0.0003076457,0.00006573453,0.000097399985,0.00074338645,0.00025302367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013483498,0.0000056948857,0.4292974,0.00044735032,0.00014339274,0.000010743058,0.00040746608,0.0000020849225,9.836815e-7,0.00093697733,0.56723034,0.0015041252],"study_design_scores_gemma":[0.00048653723,0.00021416855,0.046870563,0.0012643872,0.00015785264,0.0000042772726,0.0029568335,0.0000053228273,7.0690544e-7,0.00032810753,0.94743806,0.00027320642],"about_ca_topic_score_codex":0.9747589,"about_ca_topic_score_gemma":0.985654,"teacher_disagreement_score":0.531946,"about_ca_system_score_codex":0.004856749,"about_ca_system_score_gemma":0.0077602537,"threshold_uncertainty_score":0.99926305},"labels":[],"label_agreement":null},{"id":"W3164801778","doi":"10.1016/j.jmh.2021.100048","title":"Health care workers and migrant health: Pre- and post-COVID-19 considerations for reviewing and expanding the research agenda","year":2021,"lang":"en","type":"article","venue":"Journal of Migration and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Health care; Refugee; Pandemic; Political science; Public relations; Migrant workers; Economic growth; Coronavirus disease 2019 (COVID-19); Medicine; Disease","score_opus":0.36603646819512226,"score_gpt":0.5612600139405651,"score_spread":0.19522354574544287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164801778","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16565973,0.19724983,0.0002699523,0.6354119,0.000179541,0.0011588859,0.000038673115,0.000009954884,0.000021528202],"genre_scores_gemma":[0.74806833,0.1696201,0.002772255,0.07831541,0.00054826675,0.000091671165,0.00003085011,0.000028617535,0.00052449276],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9966126,0.0014740786,0.0009755075,0.00022754859,0.0002662052,0.0004440284],"domain_scores_gemma":[0.9964265,0.0018004889,0.0006129465,0.00011519434,0.0005642413,0.00048062575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005327624,0.00013077498,0.00051485316,0.00016359781,0.005688978,0.00007361079,0.000035469828,0.00006443469,0.000011522408],"category_scores_gemma":[0.0011282328,0.000089206595,0.000045825283,0.00015600154,0.00012108198,0.00015252591,0.000073498784,0.0005719761,2.439133e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019753516,0.00005113512,0.17746198,0.008107014,0.0001078222,0.000007132662,0.50093216,0.0000026724995,0.000068752124,0.0034363982,0.2794935,0.030133866],"study_design_scores_gemma":[0.003295206,0.001743961,0.36282313,0.0031871437,0.00004107903,0.00018262622,0.284548,0.000033074546,0.0000040851114,0.0020280303,0.3419049,0.00020874386],"about_ca_topic_score_codex":0.0031247286,"about_ca_topic_score_gemma":0.03756151,"teacher_disagreement_score":0.5824086,"about_ca_system_score_codex":0.00027597815,"about_ca_system_score_gemma":0.0031739587,"threshold_uncertainty_score":0.99560547},"labels":[],"label_agreement":null},{"id":"W3165355653","doi":"10.13140/rg.2.2.18624.79360","title":"Job Satisfaction and Coworker Pay in Canadian Firms","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Job satisfaction; Casual; Demographic economics; Labour economics; Productivity; Business; Affect (linguistics); Economics; Psychology; Social psychology; Political science","score_opus":0.039307525340454015,"score_gpt":0.3874606681321252,"score_spread":0.3481531427916712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165355653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85462767,0.0000564688,2.0480693e-8,0.0027178722,0.0002723797,0.0005812538,0.000008607679,0.000010230897,0.14172548],"genre_scores_gemma":[0.98519367,0.0027300564,0.000014041348,0.00025834338,0.00007774474,0.00010219198,0.0000054282064,0.000018740653,0.011599808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825364,0.00025405214,0.00030265,0.00028881538,0.00008666693,0.000814152],"domain_scores_gemma":[0.99900097,0.0005085177,0.000039248956,0.00022656159,0.000038972885,0.0001857507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324965,0.00009540648,0.00020603785,0.0003264743,0.00030191557,0.000012513179,0.00007650974,0.00015828533,0.00050039426],"category_scores_gemma":[0.00018054713,0.000080672966,0.000020000407,0.00011443252,0.00007260569,0.00010293485,0.00010660395,0.0007938073,0.00011662897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022701803,0.0000040550103,0.95213234,0.00003679003,0.000008918833,0.0000042084243,0.0010215269,0.000014161332,0.00001219286,0.0004718854,0.0003133366,0.045957897],"study_design_scores_gemma":[0.0005211944,0.000032443633,0.9200323,0.00009151255,7.4346184e-7,4.029357e-7,0.0023752702,0.00015613677,0.0000010114816,0.00030711346,0.07639012,0.000091714006],"about_ca_topic_score_codex":0.2437673,"about_ca_topic_score_gemma":0.90993536,"teacher_disagreement_score":0.66616803,"about_ca_system_score_codex":0.0009641016,"about_ca_system_score_gemma":0.000454948,"threshold_uncertainty_score":0.7612685},"labels":[],"label_agreement":null},{"id":"W3165432737","doi":"10.82308/4459","title":"Job strain, depressive symptoms, and cardiovascular disease: cross-sectional and longitudinal associations in community samples","year":2020,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Job strain; Disease; Depression (economics); Depressive symptoms; Medicine; Strain (injury); Gerontology; Clinical psychology; Psychology; Internal medicine; Psychiatry; Psychosocial; Pathology; Anxiety","score_opus":0.09232711126876618,"score_gpt":0.34981619729130786,"score_spread":0.25748908602254167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165432737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893943,0.0018299164,0.0000012279967,0.00034788434,0.00020177671,0.00070398144,0.004076747,0.00016760571,0.0032765341],"genre_scores_gemma":[0.99816704,0.00046409076,0.000053799093,0.0007123359,0.00009312466,0.00018269033,0.00015566441,0.00004991643,0.00012133176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588406,0.0016690649,0.0006729127,0.0006051762,0.00053811667,0.00063068466],"domain_scores_gemma":[0.9974873,0.0011407065,0.0001989443,0.00040052805,0.00030170332,0.00047082524],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014470689,0.00034769924,0.0005711648,0.00011783619,0.005453113,0.000055374163,0.00024970545,0.00026453502,0.00010083747],"category_scores_gemma":[0.0023402716,0.0003528801,0.00019207608,0.00032519756,0.00021921139,0.000576281,0.0007199404,0.0018949364,0.000027267064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065072665,0.0000595429,0.9796017,0.00019582234,0.0005268155,0.000020808144,0.00009582529,0.00004317987,0.00015552185,0.016836422,0.000009497323,0.0023898084],"study_design_scores_gemma":[0.0015944826,0.00006245613,0.98179036,0.00010493489,0.00014055682,0.0000023019213,0.00035878213,0.000012706976,0.000019125815,0.008988815,0.0065814094,0.00034407258],"about_ca_topic_score_codex":0.0019683002,"about_ca_topic_score_gemma":0.0016719365,"teacher_disagreement_score":0.008772721,"about_ca_system_score_codex":0.00028854393,"about_ca_system_score_gemma":0.000053631175,"threshold_uncertainty_score":0.9998923},"labels":[],"label_agreement":null},{"id":"W3165521593","doi":"10.1093/socrel/srab018","title":"Jitters on the Eve of the Great Recession: Is the Belief in Divine Control a Protective Resource?","year":2021,"lang":"en","type":"article","venue":"Sociology of Religion","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Recession; Stressor; Depression (economics); Social psychology; Psychology; Control (management); Sense of control; Job strain; Occupational stress; Financial crisis; Clinical psychology; Psychiatry; Economics; Keynesian economics; Management","score_opus":0.032793820874103,"score_gpt":0.35344276037461986,"score_spread":0.32064893950051687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165521593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7144813,0.00091411057,0.000005866614,0.28028294,0.0001766899,0.00084301736,0.000010048963,0.000010030278,0.0032759998],"genre_scores_gemma":[0.986773,0.00036294025,0.000002393262,0.011281853,0.00009672129,0.00024013121,0.0000020901373,0.000009570442,0.0012312678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968699,0.002167257,0.00036324403,0.00018992343,0.00016645939,0.0002431937],"domain_scores_gemma":[0.9969722,0.0021581927,0.00033007347,0.0003837455,0.00014162682,0.000014145083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093974866,0.000115933544,0.0002993859,0.00002699499,0.0006845132,9.3430265e-7,0.0002326906,0.00020985061,0.00005816089],"category_scores_gemma":[0.0006521835,0.000048197566,0.0001312919,0.00016499542,0.0007360425,0.0000141285245,0.0001858532,0.0007216713,0.00001098274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005306314,0.000105721956,0.601691,0.00012587632,0.0002679924,0.000003620857,0.107053764,0.000007814134,0.001530417,0.01490857,0.27314106,0.0006335235],"study_design_scores_gemma":[0.0038648823,0.00054722285,0.80709267,0.0019278547,0.00014129218,0.0000022970623,0.038688835,0.000015911628,0.002026459,0.09485464,0.050589733,0.00024823373],"about_ca_topic_score_codex":0.0002727886,"about_ca_topic_score_gemma":0.00014227659,"teacher_disagreement_score":0.27229172,"about_ca_system_score_codex":0.00006246772,"about_ca_system_score_gemma":0.00009518122,"threshold_uncertainty_score":0.5264791},"labels":[],"label_agreement":null},{"id":"W3165973152","doi":"10.1177/00221856211021128","title":"Nonstandard Employment and Indigenous Earnings Inequality in Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Indigenous; Earnings; Inequality; Human capital; Work (physics); Labour economics; Economics; Demographic economics; Economic growth; Finance","score_opus":0.09184643828317483,"score_gpt":0.3788356521211125,"score_spread":0.28698921383793763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165973152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858856,0.0003264979,0.000039912073,0.011309363,0.00080362236,0.00016866926,0.000022855287,0.000003998552,0.0014394805],"genre_scores_gemma":[0.9984348,0.00014195482,0.00006542016,0.00034971192,0.0003296996,0.000005523893,0.0000053959748,0.000008032836,0.0006594542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806744,0.00043089333,0.000855398,0.00008753919,0.00032610958,0.00023262926],"domain_scores_gemma":[0.9983066,0.0006919822,0.00047691306,0.00008031219,0.0003328085,0.000111438545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087438745,0.00008406102,0.00028943786,0.0000990984,0.0004293027,0.0000073852257,0.000055832985,0.00012262592,0.00020589215],"category_scores_gemma":[0.0014366166,0.00007170389,0.000037265076,0.00027455535,0.000021865455,0.000109447334,0.000067404726,0.0011100317,0.000002276139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041227213,0.00002088443,0.9810932,0.000003855679,0.00004625006,0.000063042666,0.0037300114,0.000040543615,0.000013581874,0.00015470128,0.012209251,0.0025833976],"study_design_scores_gemma":[0.0035197733,0.00011803248,0.87790686,0.00056505454,0.0000630364,0.000017367278,0.014705851,0.0000038751814,0.000027600947,0.00039015652,0.102531664,0.00015073849],"about_ca_topic_score_codex":0.28578907,"about_ca_topic_score_gemma":0.73128825,"teacher_disagreement_score":0.4454992,"about_ca_system_score_codex":0.00096758164,"about_ca_system_score_gemma":0.0058201184,"threshold_uncertainty_score":0.99981594},"labels":[],"label_agreement":null},{"id":"W3166639141","doi":"10.4000/interventionseconomiques.14459","title":"Work, Inequalities, and Precarization: Impacts on Brazil in Times of COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contextualization; Inequality; Pandemic; Work (physics); Coronavirus disease 2019 (COVID-19); Social inequality; Political science; Politics; Development economics; Sociology; Social protection; Economic growth; Political economy; Geography; Economics; Law","score_opus":0.20439627780139055,"score_gpt":0.47132676674545326,"score_spread":0.2669304889440627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166639141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733386,0.0029191915,0.00026220587,0.006634696,0.00026345672,0.00038428942,0.000070979615,0.00009235543,0.01603423],"genre_scores_gemma":[0.9885332,0.0008017822,0.00009237126,0.0009088912,0.00006262185,0.00010479356,0.000055153396,0.000011952153,0.009429247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848413,0.00047395757,0.0006284487,0.00018794544,0.000042153933,0.00018338568],"domain_scores_gemma":[0.99880767,0.0006588954,0.0001949901,0.00016684346,0.000090779904,0.00008080926],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048764786,0.00010476871,0.0002726167,0.00015124712,0.0001726297,0.00001048903,0.000064791704,0.000098324505,0.0015486608],"category_scores_gemma":[0.00072008587,0.000099830904,0.00009974804,0.00015495022,0.000071708455,0.00011360487,0.00013488921,0.00018876982,0.000016977387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049773244,0.00010119187,0.9488457,0.0006189643,0.00006150568,0.0000030643403,0.00455351,0.000008080008,0.000015075229,0.03677539,0.0074591557,0.001508602],"study_design_scores_gemma":[0.0039187716,0.00053384155,0.83883977,0.007974926,0.00009570553,0.000004995144,0.012999758,0.000022436909,0.0003190512,0.06453715,0.070207424,0.0005461858],"about_ca_topic_score_codex":0.00081099157,"about_ca_topic_score_gemma":0.005838033,"teacher_disagreement_score":0.110005945,"about_ca_system_score_codex":0.00018251836,"about_ca_system_score_gemma":0.00022177618,"threshold_uncertainty_score":0.9993641},"labels":[],"label_agreement":null},{"id":"W3166799158","doi":"10.31235/osf.io/4urcm","title":"Wage-Setting Policies, Employment, and Food Insecurity: A Multilevel Analysis of 492 078 People in 139 Countries","year":2021,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Food insecurity; Wage; Economics; Collective bargaining; Multilevel model; Demographic economics; Labour economics; Food security; Geography","score_opus":0.04661336597202891,"score_gpt":0.388539616629433,"score_spread":0.34192625065740406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166799158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98847973,0.0012555199,0.00007894199,0.004798165,0.000097686345,0.00029721766,0.00014728072,0.000054150423,0.004791293],"genre_scores_gemma":[0.99526644,0.0007640528,0.00022708655,0.0012427556,0.00004365077,0.00006516428,0.000050276423,0.000015576776,0.0023249707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981239,0.0002552277,0.0006445596,0.00029276407,0.00023576738,0.00044777253],"domain_scores_gemma":[0.9985722,0.0007104126,0.00018373599,0.00024691143,0.00021656432,0.00007018337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004574168,0.00016782703,0.00061734865,0.00036771086,0.00040490463,0.000012103466,0.000084164574,0.00011668539,0.00048565018],"category_scores_gemma":[0.00030160655,0.00014601451,0.00008925303,0.0009440672,0.00006739203,0.000103190905,0.00035955664,0.00023644078,0.0000071472355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011892308,0.00007309079,0.96311677,0.00013457492,0.0005150059,0.0000024533879,0.027687382,0.0000027722135,0.000056658042,0.006547689,0.0014822733,0.00036944708],"study_design_scores_gemma":[0.00088166527,0.000053911215,0.9745833,0.00013023335,0.00029926133,2.6239474e-7,0.0156093445,0.00023909853,0.00012773208,0.00036700387,0.0075413785,0.00016678219],"about_ca_topic_score_codex":0.0078073763,"about_ca_topic_score_gemma":0.13439049,"teacher_disagreement_score":0.12658311,"about_ca_system_score_codex":0.00007151166,"about_ca_system_score_gemma":0.000163537,"threshold_uncertainty_score":0.99879974},"labels":[],"label_agreement":null},{"id":"W3167114782","doi":"10.3390/socsci10060210","title":"“It’s Not Just about Work and Living Conditions”: The Underestimation of the COVID-19 Pandemic for Black Canadian Women","year":2021,"lang":"en","type":"article","venue":"Social Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Racism; Gender studies; News media; Coronavirus disease 2019 (COVID-19); Sociology; White (mutation); Political science; Media studies; Medicine","score_opus":0.2363070866155784,"score_gpt":0.4778973203013107,"score_spread":0.24159023368573232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167114782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80287385,0.00006265524,0.000033130134,0.19116813,0.00036222016,0.00040034193,0.000053139218,0.000013253699,0.0050332583],"genre_scores_gemma":[0.9863199,0.000030267636,0.000010659591,0.012031308,0.00012493184,0.0000804977,0.0000017830357,0.0000025307736,0.0013981092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990831,0.00023212905,0.00014928987,0.00011387182,0.00014544229,0.0002761416],"domain_scores_gemma":[0.99842113,0.0012872518,0.00010183234,0.000054062926,0.00007517915,0.000060534734],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010967379,0.000048320107,0.00008964028,0.000021595884,0.0057749967,0.000020573889,0.00013578698,0.00005062609,0.0001388564],"category_scores_gemma":[0.0010901247,0.00002813894,0.000026942242,0.00032307114,0.0007870393,0.000055195662,0.00007025244,0.00009588387,0.0000024552364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003287114,0.00000626379,0.769574,0.00008056947,0.000017523827,1.2291534e-7,0.14295948,0.00001573048,0.000017333372,0.037822742,0.049248442,0.00025452787],"study_design_scores_gemma":[0.00018841584,0.000017587532,0.77799416,0.0000851022,0.000022522408,1.9220519e-7,0.16738422,0.000024522167,0.000002433925,0.014640459,0.0395538,0.00008660574],"about_ca_topic_score_codex":0.0075920937,"about_ca_topic_score_gemma":0.2540642,"teacher_disagreement_score":0.24647212,"about_ca_system_score_codex":0.00019658347,"about_ca_system_score_gemma":0.0013538727,"threshold_uncertainty_score":0.99901646},"labels":[],"label_agreement":null},{"id":"W3167438561","doi":"10.1177/01925121211015759","title":"Special issue introduction: The political ramifications of COVID-19","year":2021,"lang":"en","type":"article","venue":"International Political Science Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Coronavirus disease 2019 (COVID-19); Political science; Political economy; Sociology; Law and economics; Law","score_opus":0.10737973055252943,"score_gpt":0.5104368948258408,"score_spread":0.40305716427331134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167438561","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020289287,0.0012700172,0.00017300309,0.82387364,0.0027010965,0.00029894177,0.00003945948,0.000027602051,0.17141333],"genre_scores_gemma":[0.4115622,0.019238003,0.0010297216,0.3586132,0.15550536,0.00063499797,0.00016829447,0.00004778287,0.053200427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739265,0.00029390818,0.0005962925,0.0003051917,0.0007313015,0.00068067457],"domain_scores_gemma":[0.99743927,0.0007559619,0.00011230489,0.0003455913,0.00091009546,0.00043675274],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013917607,0.00009522682,0.00023223819,0.000054931104,0.00072947406,0.000016244334,0.0005371199,0.000038296064,0.011020613],"category_scores_gemma":[0.012530039,0.00006171627,0.00010009494,0.0005662752,0.0012335455,0.00013609527,0.00031423994,0.00026711315,0.0004982448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016174782,0.000038316994,0.0019257701,0.00022032924,0.0000111260415,0.0000015920605,0.00006467529,1.2408509e-7,0.000026263982,0.84623057,0.15070122,0.0007783785],"study_design_scores_gemma":[0.00009708564,0.000010064318,0.0049115336,0.00024338682,0.000028875966,0.0000128994,0.0008310435,0.0000053904196,0.00004619117,0.036285818,0.95746195,0.000065739645],"about_ca_topic_score_codex":0.00021308847,"about_ca_topic_score_gemma":0.000037356716,"teacher_disagreement_score":0.80994475,"about_ca_system_score_codex":0.0005427957,"about_ca_system_score_gemma":0.0014576555,"threshold_uncertainty_score":0.99578786},"labels":[],"label_agreement":null},{"id":"W3167569259","doi":"10.3167/hrrh.2021.470202","title":"Postimperial Melancholia and Brexit","year":2021,"lang":"en","type":"article","venue":"Historical Reflections/Réflexions Historiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Brexit; Psychic; Melancholia; Referendum; Psychoanalysis; Ambivalence; Racism; Psychology; Paranoia; Sociology; Gender studies; Social psychology; European union; Political science; Politics; Psychotherapist; Law","score_opus":0.08593692239196529,"score_gpt":0.4265969236970535,"score_spread":0.3406600013050882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167569259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05522198,0.056610003,0.00939114,0.120825686,0.046798207,0.0019580584,0.00010189565,0.0036372154,0.70545584],"genre_scores_gemma":[0.461063,0.006186183,0.011040758,0.0063549234,0.0072961063,0.0010584074,0.00012663548,0.00021714764,0.5066568],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752367,0.0003907275,0.0006322357,0.0005825366,0.00030866917,0.0005621939],"domain_scores_gemma":[0.9982501,0.0003391259,0.00017162638,0.0004165581,0.00053572195,0.00028683117],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00027311497,0.00028119507,0.00047667182,0.00019798194,0.0028180801,0.000017971422,0.00012053362,0.00031131748,0.0007206083],"category_scores_gemma":[0.00075351004,0.00027463268,0.00013694701,0.00054668373,0.00011542769,0.00020805093,0.00019185226,0.000746096,0.00019626477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033226985,0.00050320127,0.008841055,0.00026455536,0.00019587339,0.00011777379,0.015915956,0.0000024865603,0.012297734,0.23424548,0.72468656,0.0025970277],"study_design_scores_gemma":[0.0006386175,0.0001652935,0.001738896,0.000088234905,0.00006269152,0.000021502005,0.00032886644,0.0000011358151,0.00012908586,0.015061251,0.9814686,0.00029579183],"about_ca_topic_score_codex":0.0018686475,"about_ca_topic_score_gemma":0.0017175813,"teacher_disagreement_score":0.40584102,"about_ca_system_score_codex":0.0071577174,"about_ca_system_score_gemma":0.0006821189,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W3168992246","doi":"","title":"The Effects of Work-Life Benefits on Employment Outcomes in Canada: A Multivariate Analysis","year":2019,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wage; Labour economics; Economics; Work (physics); Efficiency wage; Compensating differential; Low wage; Job satisfaction; Life satisfaction; Profit (economics); Demographic economics; Wage share; Microeconomics; Psychology","score_opus":0.03716581823103259,"score_gpt":0.3729839590938839,"score_spread":0.3358181408628513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168992246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868861,0.00013605687,6.5812166e-8,0.0021305007,0.0003890247,0.0012235554,0.000013429283,0.000008195082,0.009213088],"genre_scores_gemma":[0.99397546,0.0017335243,0.0000075551025,0.0002566903,0.000025639365,0.00029792622,0.000004800526,0.000020682399,0.0036777132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971884,0.00063652673,0.0006924791,0.0003588145,0.00030432694,0.000819489],"domain_scores_gemma":[0.99172056,0.0073362803,0.00017557161,0.0005751284,0.00007709674,0.000115395065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014693697,0.00016381456,0.00059212843,0.0003408303,0.0003389329,0.000008046622,0.00033613876,0.00009107119,0.00005681838],"category_scores_gemma":[0.0010769198,0.00011494914,0.000106872045,0.00045592495,0.00006273531,0.000039254694,0.00029073659,0.00068403984,0.000016844748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013754112,0.00005829631,0.9791749,0.00006114836,0.00037288945,0.0000031087118,0.0006700566,0.0013545587,0.0000061681835,0.0005843026,0.00008741878,0.017489597],"study_design_scores_gemma":[0.0010674752,0.000081233244,0.9944738,0.00017043196,0.000016586511,1.3102875e-8,0.0016374934,0.00020626871,0.000013748249,0.000036352714,0.0021840897,0.00011250103],"about_ca_topic_score_codex":0.3753674,"about_ca_topic_score_gemma":0.90957934,"teacher_disagreement_score":0.53421193,"about_ca_system_score_codex":0.0016397062,"about_ca_system_score_gemma":0.0008704559,"threshold_uncertainty_score":0.6287921},"labels":[],"label_agreement":null},{"id":"W3169890602","doi":"10.15173/glj.v12i2.4773","title":"Review of: Jonathan Parry (in collaboration with Ajay T.G.) (2020) Classes of Labour: Work and Life in a Central Indian Steel Town","year":2021,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PARRY; Work (physics); Sociology; History; Engineering; Computer science; Artificial intelligence; Mechanical engineering","score_opus":0.019420533721478325,"score_gpt":0.3474654975095901,"score_spread":0.32804496378811177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169890602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91097844,0.07405729,0.0000040513783,0.013408776,0.00030038736,0.0003270827,0.00014910508,0.0000073968936,0.00076745526],"genre_scores_gemma":[0.9395349,0.05778262,0.00036860933,0.0018457643,0.00016362274,0.000014645778,0.000009040421,0.000009440799,0.0002713795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976411,0.0005784168,0.0008473478,0.00017776772,0.000307601,0.0004477828],"domain_scores_gemma":[0.99851125,0.00012213316,0.00049359904,0.00012929915,0.0005638786,0.00017982967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004014,0.00015434132,0.00055429485,0.00006128878,0.0001743634,0.000015732017,0.0001046509,0.000111388414,0.00037666495],"category_scores_gemma":[0.0005734416,0.00012081831,0.000040555406,0.0012897252,0.00006210217,0.00016674623,0.00008562341,0.00046611924,0.000002101142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015262334,0.000091389935,0.98580086,0.0024827444,0.00005390062,0.0001337384,0.0013532195,0.000005527578,0.000011767906,0.003780918,0.0050777867,0.0010555359],"study_design_scores_gemma":[0.0015563528,0.00010307394,0.9526067,0.013547992,0.000027275102,0.000019915984,0.0046116514,3.197688e-7,0.000008994951,0.00052624836,0.026863739,0.00012776138],"about_ca_topic_score_codex":0.00018972738,"about_ca_topic_score_gemma":0.005213079,"teacher_disagreement_score":0.033194173,"about_ca_system_score_codex":0.00018577243,"about_ca_system_score_gemma":0.0013456779,"threshold_uncertainty_score":0.49268278},"labels":[],"label_agreement":null},{"id":"W3170334471","doi":"10.3982/qe1846","title":"Four decades of Canadian earnings inequality and dynamics across workers and firms","year":2022,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Bank of Canada; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Earnings; Inequality; Labour economics; Earnings growth; Economics; Distribution (mathematics); Volatility (finance); Demographic economics; Business cycle; Business; Accounting; Financial economics; Macroeconomics","score_opus":0.1149140714250848,"score_gpt":0.40739770475886966,"score_spread":0.29248363333378485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170334471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371314,0.00021184054,0.000026675218,0.0030865544,0.0002101371,0.00025729902,0.00048720135,0.000013304561,0.0019938604],"genre_scores_gemma":[0.997925,0.00033845546,0.0006356588,0.00031771045,0.000017589633,0.00005381499,0.000028835912,0.000015874739,0.00066709315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891514,0.00020908327,0.00032523245,0.0001999043,0.00003852797,0.000312088],"domain_scores_gemma":[0.9989494,0.00057501125,0.00022648113,0.00009533545,0.000048577233,0.00010519919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079353683,0.00010343902,0.0002544835,0.00014219731,0.0012827695,0.0000075646353,0.00007701848,0.000048921647,0.00007098829],"category_scores_gemma":[0.00013861821,0.00010941328,0.000023444753,0.00013814837,0.00016104436,0.000090878544,0.00023377324,0.0002983617,0.00000440882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003925176,0.000005892453,0.9501366,0.00004974346,0.000054270873,9.3456896e-7,0.021482768,0.000044924458,0.0000012318258,0.026878038,0.0006097187,0.00069660984],"study_design_scores_gemma":[0.00051396905,0.00015833907,0.8674679,0.000023445173,0.000012830847,7.384654e-7,0.10390099,0.0013938985,9.4053195e-7,0.0021186923,0.024250913,0.00015738611],"about_ca_topic_score_codex":0.102276355,"about_ca_topic_score_gemma":0.3487006,"teacher_disagreement_score":0.24642426,"about_ca_system_score_codex":0.0002103334,"about_ca_system_score_gemma":0.0001404251,"threshold_uncertainty_score":0.9866156},"labels":[],"label_agreement":null},{"id":"W3170466952","doi":"10.4000/interventionseconomiques.14725","title":"Covid 19 : Quels effets sur le travail et l’emploi ?","year":2021,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Philosophy; Medicine","score_opus":0.1571186979487804,"score_gpt":0.43032212917814194,"score_spread":0.2732034312293615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170466952","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2760693,0.11410833,0.006416232,0.53144026,0.00873007,0.0015724748,0.0011184636,0.00068824436,0.05985659],"genre_scores_gemma":[0.5437275,0.009715342,0.000988671,0.010426331,0.00078145636,0.0004942239,0.00031743094,0.00011216663,0.43343684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99397,0.003036233,0.0014139208,0.0006788671,0.00011175785,0.00078923383],"domain_scores_gemma":[0.9968222,0.0010973178,0.00042534393,0.0006264252,0.00044796607,0.0005807847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001584824,0.00041653877,0.0007479889,0.00019034455,0.0010389491,0.0001221555,0.00030944933,0.00044680553,0.012888894],"category_scores_gemma":[0.0019766178,0.00047317354,0.0010592055,0.0002363778,0.00035621788,0.0005883002,0.0005426899,0.0009036155,0.0012448486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006204719,0.0023299966,0.050793365,0.005292692,0.0011402045,0.00017466886,0.01349713,0.000024116405,0.00008334965,0.17392498,0.71784014,0.03483733],"study_design_scores_gemma":[0.0022702808,0.0002874238,0.048182867,0.003918654,0.00023520485,0.000027852158,0.005588514,0.000023899885,0.00032779152,0.021057619,0.9175674,0.0005125089],"about_ca_topic_score_codex":0.021919409,"about_ca_topic_score_gemma":0.106879935,"teacher_disagreement_score":0.521014,"about_ca_system_score_codex":0.0006092241,"about_ca_system_score_gemma":0.001925352,"threshold_uncertainty_score":0.999772},"labels":[],"label_agreement":null},{"id":"W3170495754","doi":"","title":"Associations between self-reported sleep duration, all-cause and cardiovascular disease mortality in employed individuals: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Demography; Population; Relative risk; Cohort study; Confidence interval; Prospective cohort study; Gerontology; Internal medicine; Environmental health","score_opus":0.13518804076632168,"score_gpt":0.34763676374159835,"score_spread":0.21244872297527667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170495754","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014559757,0.9690194,0.00020861685,0.00044380274,0.00002126952,0.003452613,0.012077899,0.00010830272,0.00010831314],"genre_scores_gemma":[0.0044659697,0.9927762,0.00012837557,0.000033424694,0.000022889206,0.00000449216,0.0012919875,0.00005421634,0.0012224469],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99318457,0.0031639806,0.001355023,0.0010446943,0.0007509512,0.00050077843],"domain_scores_gemma":[0.9946162,0.00082838774,0.002444766,0.0012201292,0.00055770756,0.00033280248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002734782,0.0006732754,0.0088636195,0.00068427995,0.00070561405,0.000015945381,0.00051034195,0.00055906846,0.00040142087],"category_scores_gemma":[0.00029451697,0.00065039756,0.002678276,0.0010253699,0.0002808889,0.00014997719,0.0007284393,0.00061064056,0.00007728631],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009000085,0.000108742555,0.27874663,0.13900408,0.5625167,0.00012438488,0.019229846,0.000003856808,7.051936e-9,0.000028682203,0.00007878374,0.00014925771],"study_design_scores_gemma":[0.0008222391,0.000015995332,0.010555196,0.010599959,0.9513156,0.0000015131648,0.021411818,0.0000051408656,4.59492e-9,0.000072482995,0.004581246,0.000618819],"about_ca_topic_score_codex":0.011600906,"about_ca_topic_score_gemma":0.004090879,"teacher_disagreement_score":0.38879886,"about_ca_system_score_codex":0.0001788178,"about_ca_system_score_gemma":0.00031996722,"threshold_uncertainty_score":0.99959475},"labels":[],"label_agreement":null},{"id":"W3170705710","doi":"10.1108/edi-09-2020-0255","title":"Skilled immigrant women's career trajectories during the COVID-19 pandemic in Canada","year":2021,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pandemic; Unemployment; Underemployment; Immigration; Deskilling; Originality; Demographic economics; Work (physics); Political science; Labour economics; Sociology; Coronavirus disease 2019 (COVID-19); Economic growth; Qualitative research; Economics; Medicine; Social science","score_opus":0.08299552064108708,"score_gpt":0.3796086741269176,"score_spread":0.29661315348583056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170705710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857384,0.00014138139,0.000033516015,0.012425582,0.0011834204,0.00008776574,0.00006662205,0.000013326593,0.00030999136],"genre_scores_gemma":[0.98881114,0.00081261987,0.0000059989975,0.009454709,0.0002644039,0.0000029089813,0.000013677386,0.0000034468947,0.00063110393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977365,0.00076279434,0.00034056473,0.00016866818,0.0007115454,0.0002799357],"domain_scores_gemma":[0.9988123,0.00033523084,0.00016260182,0.00009706363,0.00036774378,0.00022502273],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012137248,0.00010476092,0.00017622416,0.00006612376,0.010861948,0.000021189255,0.0003677333,0.00005550321,0.0011903977],"category_scores_gemma":[0.00048085672,0.00007759121,0.000040905223,0.000092766284,0.000058280668,0.00024921115,0.006593217,0.0005780236,0.0000016620304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001470138,0.000020250263,0.86894536,0.000019169465,0.000057294474,0.00011756623,0.12980059,0.000019172627,0.000022917244,0.00035121047,0.00023115562,0.0002682807],"study_design_scores_gemma":[0.0015800549,0.000014681763,0.8891041,0.00003532191,0.0000073767374,0.000040004477,0.095175765,0.000015160695,0.0000033735128,0.0018895159,0.012026956,0.000107634216],"about_ca_topic_score_codex":0.70724416,"about_ca_topic_score_gemma":0.93661547,"teacher_disagreement_score":0.22937126,"about_ca_system_score_codex":0.0023562645,"about_ca_system_score_gemma":0.0012027447,"threshold_uncertainty_score":0.99972266},"labels":[],"label_agreement":null},{"id":"W3171269635","doi":"10.1016/j.ypmed.2021.106691","title":"Trends in young adults' mental distress and its association with employment: Evidence from the Behavioral Risk Factor Surveillance System, 1993–2019","year":2021,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Behavioral Risk Factor Surveillance System; Association (psychology); Mental distress; Risk factor; Distress; Mental health; Psychiatry; Behavioral risk; Young adult; Environmental health; Gerontology; Clinical psychology; Population; Internal medicine","score_opus":0.04244542443021657,"score_gpt":0.38253705853557196,"score_spread":0.34009163410535537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171269635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98591906,0.0077134063,0.000014530107,0.003963761,0.0007010523,0.00055496825,0.00083734875,0.000043762746,0.0002520955],"genre_scores_gemma":[0.99468786,0.0009185906,0.0000059319705,0.000044035332,0.00027967538,0.00013444942,0.00024805203,0.000017165697,0.0036642316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971626,0.0012030625,0.00043941708,0.00037752808,0.0004739815,0.0003434364],"domain_scores_gemma":[0.9981299,0.0010011914,0.00042052878,0.00019481585,0.00018692782,0.000066633635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006669582,0.00019878322,0.0004140754,0.000049584614,0.00047508298,0.00000804423,0.000117106974,0.00008019097,0.00033070816],"category_scores_gemma":[0.00029331463,0.00011696979,0.00003745364,0.00029441435,0.00005528116,0.00014124403,0.00015777373,0.0004143256,0.000011166164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011472205,0.000046778994,0.9733232,0.00005917612,0.000092881375,0.000009944707,0.022873996,1.2466812e-7,0.00006001435,0.000019454837,0.0013857813,0.0020139257],"study_design_scores_gemma":[0.0019905216,0.00014987725,0.9818237,0.0034321314,0.00010046649,7.6172483e-7,0.012131608,0.000023781131,0.00003687397,0.000007640523,0.00017697102,0.00012568817],"about_ca_topic_score_codex":0.0141416,"about_ca_topic_score_gemma":0.052813716,"teacher_disagreement_score":0.038672116,"about_ca_system_score_codex":0.000391324,"about_ca_system_score_gemma":0.000033329587,"threshold_uncertainty_score":0.9924233},"labels":[],"label_agreement":null},{"id":"W3171995224","doi":"10.1080/0023656x.2021.1933403","title":"The Development of Employment Protection Legislation in the United Kingdom (1963-2013)","year":2021,"lang":"en","type":"article","venue":"Labor History","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Legislation; Statute; Deregulation; Employment protection legislation; Labour law; Flexibility (engineering); Labour economics; Capital (architecture); Economics; Intervention (counseling); Market economy; Entitlement (fair division); Law; Political science; Business; Unemployment; Economic growth","score_opus":0.12963511067924027,"score_gpt":0.3687024352659672,"score_spread":0.23906732458672691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171995224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97173357,0.003318648,0.00020185414,0.013446264,0.001876131,0.0011195269,0.0000037865682,0.000059111786,0.008241084],"genre_scores_gemma":[0.98199475,0.00021697299,0.00029372406,0.0014773096,0.00023154232,0.00095369946,0.000040724768,0.00002550503,0.014765785],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842185,0.0005677623,0.00042026344,0.00013205738,0.00024966596,0.0002083778],"domain_scores_gemma":[0.9991161,0.00022958855,0.00018717826,0.0002302398,0.00022054651,0.000016303564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008736076,0.00008697203,0.000114775474,0.000072026,0.0007534922,0.000002071247,0.00011864596,0.00006577763,0.00007160869],"category_scores_gemma":[0.00012653176,0.00005285879,0.000025725276,0.00030545093,0.000058793943,0.000042488762,0.000058709793,0.0002845075,0.000026291462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003427222,0.0006271738,0.22658874,0.0004994173,0.00025253007,0.000016964337,0.44867453,0.000049317987,0.008079744,0.0589172,0.22874387,0.0272078],"study_design_scores_gemma":[0.00028012262,0.0000152549055,0.13711831,0.00007501021,0.000007265478,1.3328872e-7,0.003001852,0.000008250913,0.00008513074,0.00013276406,0.85921985,0.000056058812],"about_ca_topic_score_codex":0.001017267,"about_ca_topic_score_gemma":0.013328935,"teacher_disagreement_score":0.630476,"about_ca_system_score_codex":0.00057651347,"about_ca_system_score_gemma":0.00042972944,"threshold_uncertainty_score":0.74378586},"labels":[],"label_agreement":null},{"id":"W3172526953","doi":"10.3390/ijerph18126402","title":"Household Income and Psychological Distress: Exploring Women’s Paid and Unpaid Work as Mediators","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Socioeconomic status; Unpaid work; Mental health; Mediation; Mental distress; Distress; Psychology; Demographic economics; Work (physics); Environmental health; Medicine; Economics; Population; Sociology; Clinical psychology; Psychiatry","score_opus":0.25568067493061897,"score_gpt":0.47022717126801644,"score_spread":0.21454649633739747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172526953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661619,0.0036497365,0.000008922551,0.0293096,0.00039249743,0.00011790302,0.000054040782,0.000007760554,0.00029764994],"genre_scores_gemma":[0.9595512,0.03875954,0.00006082427,0.00082439376,0.0004088525,0.00005251711,0.000009473824,0.000012389969,0.00032081624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971272,0.000648103,0.000522289,0.00022647259,0.0008990822,0.0005768741],"domain_scores_gemma":[0.9981544,0.00074376236,0.00018604862,0.00009305006,0.000085966516,0.00073680014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023660834,0.00011261324,0.00024482433,0.0002129164,0.00053227146,0.00006668904,0.00016780187,0.000069127695,0.0004605321],"category_scores_gemma":[0.00053158106,0.00008786829,0.0000268862,0.0001126799,0.00032209483,0.00034506537,0.00049842586,0.0008447778,0.0000081597345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001782148,0.000406297,0.93517417,0.000046954094,0.00012087655,0.00014443905,0.0049967407,1.4493492e-7,0.000060083024,0.0012155185,0.0012623973,0.05639416],"study_design_scores_gemma":[0.0013378144,0.0007004517,0.93915755,0.00019370942,0.0000017059975,0.00006761241,0.015454741,6.4081314e-7,0.0000049699115,0.0024137266,0.0405767,0.00009040599],"about_ca_topic_score_codex":0.00004010834,"about_ca_topic_score_gemma":0.000019547562,"teacher_disagreement_score":0.05630375,"about_ca_system_score_codex":0.00045486895,"about_ca_system_score_gemma":0.00013444484,"threshold_uncertainty_score":0.50425035},"labels":[],"label_agreement":null},{"id":"W3172929580","doi":"10.1111/bjir.12612","title":"Revisiting the gender job satisfaction paradox: The roots seem to run deep","year":2021,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Job satisfaction; Psychology; Flexibility (engineering); Pride; Job attitude; Educational attainment; Social psychology; Job design; Demographic economics; Sample (material); Inclusion (mineral); Job performance; Political science; Economics; Management","score_opus":0.11080565991224102,"score_gpt":0.3802146658334931,"score_spread":0.2694090059212521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172929580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87033254,0.0051532374,0.0021180748,0.09921865,0.0040154983,0.0008639215,0.000034212953,0.000040129074,0.018223718],"genre_scores_gemma":[0.990063,0.0005050061,0.00017072177,0.0011399655,0.005475565,0.00002567678,0.0000059729864,0.00002078814,0.0025932929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729747,0.0009967496,0.0008681646,0.00012379893,0.00041484705,0.00029896968],"domain_scores_gemma":[0.99721885,0.0013986042,0.00048976333,0.00016158468,0.00062295684,0.000108222295],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016189542,0.00010158083,0.00023073105,0.000052519565,0.0029966077,0.00007944384,0.00015659897,0.00017976499,0.00079020945],"category_scores_gemma":[0.003316876,0.00007323895,0.0001515233,0.00039978104,0.00004162958,0.00019663238,0.000110329136,0.0017000271,0.00008953411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004795631,0.000015251266,0.62589216,0.00000968095,0.00029246352,0.00012106513,0.0031430246,0.00059019803,0.000061261846,0.0033698757,0.14881547,0.21764156],"study_design_scores_gemma":[0.0010262791,0.000028414664,0.89248306,0.00067143363,0.00016228101,0.00031033962,0.0079912655,0.000014276689,0.0000058199166,0.0015877803,0.09559955,0.00011949743],"about_ca_topic_score_codex":0.00026799538,"about_ca_topic_score_gemma":0.0007272175,"teacher_disagreement_score":0.2665909,"about_ca_system_score_codex":0.0001603053,"about_ca_system_score_gemma":0.00039854023,"threshold_uncertainty_score":0.9983013},"labels":[],"label_agreement":null},{"id":"W3173163212","doi":"10.7870/cjcmh-2021-001","title":"Transitional Employment Programs within Clubhouses as a Means of Promoting Recovery for Individuals Living with Mental Illness: Reviewing the Case for Québec","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; McGill University","funders":"","keywords":"Mental illness; Narrative; Work (physics); Supported employment; Independent living; Psychology; Mental health; Nursing; Sociology; Public relations; Political science; Medicine; Gerontology; Psychotherapist; Engineering","score_opus":0.10278613130045176,"score_gpt":0.39518978873458777,"score_spread":0.292403657434136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173163212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95375675,0.0037486206,0.00020008121,0.03846316,0.00048910646,0.0027399398,0.0004788312,0.000012456342,0.000111061636],"genre_scores_gemma":[0.99482703,0.00023535453,0.001180895,0.0031192296,0.00014699117,0.0002153549,0.00008690179,0.00004560109,0.00014263451],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99601716,0.001848702,0.0011827243,0.000108596636,0.00025273723,0.0005901004],"domain_scores_gemma":[0.99639744,0.0013414703,0.0010461819,0.00023897151,0.0005345637,0.00044139856],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004936448,0.00020876851,0.00060647575,0.00012778529,0.006266543,0.000029565837,0.0002779142,0.00006666887,0.00005311146],"category_scores_gemma":[0.0003656085,0.00014919792,0.00020033427,0.0002088071,0.00015277421,0.00020862288,0.0000536422,0.0007812997,6.512897e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021405943,0.00059357745,0.078677915,0.004896539,0.0010152393,0.00005698509,0.8525118,0.000020686584,0.00003668949,0.0014978938,0.008936343,0.051542252],"study_design_scores_gemma":[0.0049412753,0.00670117,0.0053340024,0.023942562,0.0003761097,0.0025602784,0.8642257,0.000041985168,0.0002119239,0.0012367595,0.0898264,0.00060183456],"about_ca_topic_score_codex":0.12346291,"about_ca_topic_score_gemma":0.8502941,"teacher_disagreement_score":0.7268312,"about_ca_system_score_codex":0.001006587,"about_ca_system_score_gemma":0.00867378,"threshold_uncertainty_score":0.9969461},"labels":[],"label_agreement":null},{"id":"W3174321048","doi":"10.1007/978-981-16-1899-4_10","title":"Human Resources: From Demographic to Talent Dividend","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Demographic dividend; Population; Dependency ratio; Demographic transition; Population growth; Working population; Quarter (Canadian coin); Dividend; Boom; Demographic change; Economics; Demographic economics; Development economics; Economic growth; Geography; Demography; Sociology; Finance; Engineering","score_opus":0.08809402674536496,"score_gpt":0.385617029098604,"score_spread":0.29752300235323903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174321048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006880198,0.0027862666,0.000019156168,0.0060466677,0.0008695422,0.0008663469,0.00020256535,0.00025894475,0.9820703],"genre_scores_gemma":[0.0039089993,0.0004602385,0.000101067075,0.0048050443,0.0014728719,0.00011343584,0.00023350946,0.00010885034,0.988796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997544,0.00009560798,0.0007226663,0.00067371037,0.00046200084,0.0005020314],"domain_scores_gemma":[0.9983755,0.00029760864,0.00022817386,0.0006748417,0.00018798218,0.00023590669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021437867,0.00044620922,0.0007154393,0.00023455561,0.0012816045,0.000018421873,0.00029547315,0.00053590897,0.025210796],"category_scores_gemma":[0.000035614867,0.00037240473,0.00027793783,0.00005174742,0.000073407784,0.000034614528,0.00089819654,0.0008984725,0.001695251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001711045,0.000030497242,0.023689015,0.00023764909,0.00079091766,0.000078634745,0.004706484,2.7647945e-7,0.000042113756,0.24953556,0.71953416,0.0013375989],"study_design_scores_gemma":[0.00026981512,0.00006225812,0.011008327,0.0016675249,0.0001450797,1.3434463e-7,0.0007115031,7.817643e-8,0.000001424551,0.014563611,0.97114027,0.00043000127],"about_ca_topic_score_codex":0.0013933638,"about_ca_topic_score_gemma":0.010998134,"teacher_disagreement_score":0.2516061,"about_ca_system_score_codex":0.00009711273,"about_ca_system_score_gemma":0.00005721772,"threshold_uncertainty_score":0.9998728},"labels":[],"label_agreement":null},{"id":"W3175368786","doi":"","title":"Older Informal Workers in the COVID-19 Crisis","year":2021,"lang":"en","type":"article","venue":"OpenDocs (Institute of Development Studies)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Medicine; Virology","score_opus":0.13532400787925464,"score_gpt":0.4469147286905017,"score_spread":0.31159072081124706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175368786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6355591,0.008128026,0.0005601164,0.18027554,0.006316366,0.0042370143,0.000034106502,0.00017954782,0.16471021],"genre_scores_gemma":[0.9216959,0.0038712726,0.0047643655,0.051274866,0.00030080497,0.0016690675,0.00015169667,0.00004603619,0.016226014],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720496,0.00022795159,0.0010621367,0.00033723348,0.00053382287,0.000633879],"domain_scores_gemma":[0.99859333,0.00036986597,0.00028663545,0.00036322663,0.0002799441,0.00010698801],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001381845,0.00026646032,0.0005688452,0.00013070535,0.0015673583,0.000012896169,0.00039026808,0.00008774898,0.00026637525],"category_scores_gemma":[0.00067929376,0.00018307804,0.000078231424,0.00069692417,0.00018238604,0.0003122423,0.00079002307,0.00040693182,0.00011713971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000617658,0.00014072112,0.4746634,0.00062285294,0.0004940269,0.00019657126,0.09913338,0.000037119407,0.000003932222,0.004057234,0.41901755,0.0015714293],"study_design_scores_gemma":[0.0016800303,0.000015167625,0.08605634,0.0001960605,0.0000318054,0.000004862103,0.106943466,3.6486358e-7,0.00004206468,0.00009548503,0.80471915,0.00021523245],"about_ca_topic_score_codex":0.00042208907,"about_ca_topic_score_gemma":0.006654652,"teacher_disagreement_score":0.38860708,"about_ca_system_score_codex":0.00027308747,"about_ca_system_score_gemma":0.0019160319,"threshold_uncertainty_score":0.9997325},"labels":[],"label_agreement":null},{"id":"W3175718242","doi":"10.25071/2291-5796.89","title":"Commitment to Positive Change: Structural Anti-racism Audit of Nursing Education Programs","year":2021,"lang":"en","type":"article","venue":"Witness The Canadian Journal of Critical Nursing Discourse","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; Mount Royal University","funders":"","keywords":"Racism; Health equity; Equity (law); Sociology; Nurse education; Audit; Inclusion (mineral); Health care; Nursing; Institutional racism; Medicine; Political science; Gender studies; Management; Law; Public health","score_opus":0.09000853087287083,"score_gpt":0.4762531372878911,"score_spread":0.38624460641502023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175718242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6631185,0.0017409449,0.00020880393,0.32658142,0.005265895,0.00055046595,0.000038768136,0.0000080296295,0.0024872075],"genre_scores_gemma":[0.9972065,0.0000069614293,0.00030655484,0.0010589149,0.0011470686,0.00002419613,0.00001450374,0.000024852903,0.00021045044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978277,0.00046305128,0.00056658016,0.00016291592,0.00036263003,0.0006171266],"domain_scores_gemma":[0.9974472,0.0002031131,0.00020820521,0.00023339038,0.0012744458,0.0006336283],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00040537884,0.00017519278,0.0003951727,0.00016302825,0.0014033292,0.000039777104,0.0002425402,0.00009868467,0.0001022368],"category_scores_gemma":[0.00039068895,0.00012663609,0.00012183439,0.00031326807,0.001739929,0.00022704809,0.000017977914,0.00055070774,0.000006309995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020132269,0.0012172991,0.061034072,0.00038326115,0.00027033125,0.00023428215,0.18792965,0.000017343189,0.00026225063,0.45352963,0.016699076,0.2782215],"study_design_scores_gemma":[0.0012845069,0.00084222277,0.6395027,0.029173255,0.0010931572,0.00040132285,0.20262966,0.000043704913,0.00043637812,0.12245627,0.0014561897,0.0006806402],"about_ca_topic_score_codex":0.0017982288,"about_ca_topic_score_gemma":0.006268236,"teacher_disagreement_score":0.5784686,"about_ca_system_score_codex":0.00067822315,"about_ca_system_score_gemma":0.00267177,"threshold_uncertainty_score":0.9998967},"labels":[],"label_agreement":null},{"id":"W3175914909","doi":"10.5539/jpl.v14n4p14","title":"The Minimum Wage as Method of Alleviating Poverty: Current Practices versus Alternative Policy and Legal Resolutions","year":2021,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Minimum wage; Poverty; Economics; Wage; Labour economics; Public economics; Economic growth","score_opus":0.11641818888968389,"score_gpt":0.5092648383314183,"score_spread":0.3928466494417344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175914909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61494946,0.033964798,0.00038471745,0.18145728,0.0040474706,0.00042620397,0.0001369247,0.000015612844,0.16461755],"genre_scores_gemma":[0.98327595,0.009904271,0.0012639803,0.0014033758,0.001748824,0.0000045617894,0.0000019161464,0.000015720452,0.0023814251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856925,0.00043984645,0.00045943985,0.00007805731,0.0002047155,0.00024867742],"domain_scores_gemma":[0.9956474,0.0028206762,0.0009063982,0.00008532871,0.00043756596,0.00010265943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007510746,0.00008092613,0.00020897061,0.00004147917,0.00088636356,0.000026630905,0.000068137626,0.00003869822,0.000011555405],"category_scores_gemma":[0.0022005318,0.00005164518,0.000056588677,0.000063897634,0.000103766666,0.00013872152,0.00015525869,0.0003819536,7.7824336e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000643624,0.000038887963,0.0012245928,0.000061677834,0.00018901908,0.000012540972,0.0024976768,5.7900434e-7,0.00009994489,0.99227005,0.0018389923,0.0017016926],"study_design_scores_gemma":[0.0020615256,0.0003833309,0.0061621717,0.00038183536,0.0002208764,0.00004850066,0.01606011,0.0000652891,0.00022665692,0.026360236,0.9479134,0.00011605765],"about_ca_topic_score_codex":0.0018818512,"about_ca_topic_score_gemma":0.0005735911,"teacher_disagreement_score":0.9659098,"about_ca_system_score_codex":0.000054331576,"about_ca_system_score_gemma":0.00036299156,"threshold_uncertainty_score":0.6817282},"labels":[],"label_agreement":null},{"id":"W3176269679","doi":"10.1111/ilrf.12193","title":"Évolution de l'importance des emplois à vie au Royaume‐Uni","year":2021,"lang":"fr","type":"article","venue":"Revue internationale du Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy; Art","score_opus":0.055826659283305116,"score_gpt":0.3447119198668595,"score_spread":0.2888852605835544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176269679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82321215,0.042312235,0.0022545955,0.035621196,0.0050154924,0.00038323674,0.00024704088,0.00012268276,0.090831354],"genre_scores_gemma":[0.5451345,0.02590674,0.0014605168,0.002016203,0.0050639817,0.00015479558,0.00023334833,0.000078886886,0.41995105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700594,0.0006010764,0.0007965145,0.0004978174,0.00032931942,0.0007693516],"domain_scores_gemma":[0.99746287,0.0008207227,0.00031712902,0.00034181884,0.0008407581,0.000216719],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007749989,0.0002957139,0.00039168395,0.000107844484,0.0008052258,0.00004102625,0.00028938422,0.00032008643,0.0040967925],"category_scores_gemma":[0.0015124338,0.00034857844,0.00023638335,0.00030792487,0.00040754981,0.0003083685,0.00019135584,0.0006163789,0.0011289943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028806575,0.00033046713,0.87483287,0.0007610361,0.00030439673,0.00020069226,0.0070606642,0.000046905392,0.00019332845,0.030549048,0.049618617,0.03607317],"study_design_scores_gemma":[0.0006089342,0.000048645878,0.6123314,0.0016254782,0.0000984124,0.00007907123,0.0014862751,0.00030533812,0.00012000694,0.0054849987,0.37754005,0.00027139866],"about_ca_topic_score_codex":0.004006015,"about_ca_topic_score_gemma":0.03330198,"teacher_disagreement_score":0.3291197,"about_ca_system_score_codex":0.002249231,"about_ca_system_score_gemma":0.000903224,"threshold_uncertainty_score":0.99989665},"labels":[],"label_agreement":null},{"id":"W3177011170","doi":"","title":"The Rise of Temporary Foreign Workers","year":2014,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Government (linguistics); Business; Work (physics); Economic shortage; Labour economics; Temporary work; Political science; Public relations; Law; Economics; Engineering","score_opus":0.05099919496073644,"score_gpt":0.385184939677394,"score_spread":0.3341857447166575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177011170","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16155995,0.00029402153,0.0002512021,0.0062918183,0.00026016866,0.00029025986,0.0000011568459,0.00006267524,0.83098876],"genre_scores_gemma":[0.9595037,0.00005127702,0.00007292087,0.0003029819,0.00012268836,0.0000394957,8.158989e-7,0.000007475969,0.039898638],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992312,0.00018204033,0.0002293791,0.00007028232,0.00009788657,0.00018920214],"domain_scores_gemma":[0.99892324,0.000716511,0.00008883563,0.00018806837,0.000054274347,0.000029078452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060478295,0.000054534812,0.00010323921,0.000015501542,0.0007007139,0.0000016444517,0.000106008534,0.000040518735,0.00018088875],"category_scores_gemma":[0.00010534474,0.000027170357,0.000036636346,0.0000647228,0.00007586394,0.000028993712,0.00008662955,0.0001122626,0.00010272732],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001507903,0.0000053056438,0.768208,0.000016503613,0.000014259875,5.4375814e-8,0.00019595797,1.4842873e-7,0.000004315529,0.036028184,0.19323945,0.0022726909],"study_design_scores_gemma":[0.0005642465,0.000080042155,0.22505979,0.0000862607,0.00001122051,5.1716096e-8,0.018648949,0.000047355923,0.000044662145,0.02016431,0.7351946,0.00009846374],"about_ca_topic_score_codex":0.0005365338,"about_ca_topic_score_gemma":0.00021407609,"teacher_disagreement_score":0.7979438,"about_ca_system_score_codex":0.000008400831,"about_ca_system_score_gemma":0.000025519865,"threshold_uncertainty_score":0.53893954},"labels":[],"label_agreement":null},{"id":"W3177015528","doi":"10.1186/s13643-021-01728-z","title":"Initiatives addressing precarious employment and its effects on workers’ health and well-being: a protocol for a systematic review","year":2021,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Karolinska Institutet; Karlstads universitet; McMaster University","keywords":"Medicine; Protocol (science); Systematic review; MEDLINE; Alternative medicine; Pathology","score_opus":0.24658619241225246,"score_gpt":0.5375886310218774,"score_spread":0.29100243860962494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177015528","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.342585e-8,0.52756685,0.000017308685,0.000211769,0.00015442743,0.47157812,0.000008664274,0.0000579733,0.00040486883],"genre_scores_gemma":[7.087682e-8,0.505129,0.00006281573,0.0009698219,0.00013059936,0.4926043,0.000030123341,0.00009247839,0.0009808027],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96630967,0.023160025,0.007715795,0.0011935773,0.0006491033,0.00097180903],"domain_scores_gemma":[0.979854,0.009715677,0.008512429,0.0011681214,0.00030737827,0.00044240098],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.011210166,0.0015353794,0.021717126,0.0002690326,0.0013500322,0.00009687093,0.0003814758,0.0004181415,0.00002324652],"category_scores_gemma":[0.01016882,0.0008366482,0.0010938364,0.00052851904,0.00004737511,0.00015820899,0.00038679873,0.0008628757,0.0001589174],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042417623,0.000048290487,0.000006051857,0.9828092,0.0006766342,0.0000068222957,0.002981662,1.8994577e-9,4.548603e-9,0.00062643155,0.0074108024,0.005429882],"study_design_scores_gemma":[0.00045546136,0.00026411316,3.704192e-7,0.6732892,0.002411463,0.000017266133,0.00019162423,7.589226e-7,1.9093928e-8,0.000020415331,0.3229159,0.0004333738],"about_ca_topic_score_codex":0.0000070968435,"about_ca_topic_score_gemma":0.000011115427,"teacher_disagreement_score":0.31550512,"about_ca_system_score_codex":0.0005110995,"about_ca_system_score_gemma":0.0007885057,"threshold_uncertainty_score":0.99995005},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3177385201","doi":"","title":"COVID-19 Crisis and the Informal Economy: Informal Workers in Durban, South Africa","year":2021,"lang":"en","type":"article","venue":"OpenDocs (Institute of Development Studies)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Informal sector; Coronavirus disease 2019 (COVID-19); Economic growth; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Development economics; Economy; Political science; Business; Economics; Medicine","score_opus":0.0810569255820214,"score_gpt":0.3726556784938967,"score_spread":0.2915987529118753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177385201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56322896,0.013982486,0.00031090158,0.060690667,0.0036765856,0.005067598,0.000050914387,0.00019232438,0.35279956],"genre_scores_gemma":[0.9695929,0.0028197535,0.001974814,0.010603927,0.00014508297,0.0011009807,0.000056967874,0.00003090824,0.013674618],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731404,0.0001445408,0.0012761572,0.00032532457,0.000266333,0.0006736149],"domain_scores_gemma":[0.9984744,0.00037029225,0.00042193226,0.00029222225,0.0002465651,0.00019456225],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013632264,0.0003057949,0.00079112314,0.00015934557,0.0016372596,0.000022291926,0.00026155735,0.00009669998,0.00014353928],"category_scores_gemma":[0.00091463304,0.00021257752,0.000074929085,0.0004468805,0.00043847054,0.0005330766,0.0014423095,0.000405866,0.000053440486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005601104,0.00006296951,0.6004732,0.0010469044,0.0010421033,0.000076319615,0.3093605,0.00009313378,6.4321665e-7,0.0148332715,0.07103536,0.0014154662],"study_design_scores_gemma":[0.0061928867,0.000019719078,0.043027796,0.00018846976,0.000048900903,0.0000030731328,0.108108945,0.00000388123,0.000018649107,0.000283196,0.84182054,0.00028392544],"about_ca_topic_score_codex":0.00024105315,"about_ca_topic_score_gemma":0.003262327,"teacher_disagreement_score":0.7707852,"about_ca_system_score_codex":0.00025092892,"about_ca_system_score_gemma":0.002740156,"threshold_uncertainty_score":0.99966246},"labels":[],"label_agreement":null},{"id":"W3177413178","doi":"10.1007/978-3-030-70179-6_5","title":"Setting a Death Trap: International Political Economy, COVID-19 Response and the Plight of Central American Migrants","year":2021,"lang":"en","type":"book-chapter","venue":"Global perspectives on health geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Distancing; Politics; Political economy; Political science; Inequality; Political geography; Coronavirus disease 2019 (COVID-19); Refugee; Development economics; Geography; Sociology; Economics; Law; Medicine","score_opus":0.03403710069267413,"score_gpt":0.39941333976595633,"score_spread":0.3653762390732822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177413178","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008117945,0.012952688,0.000064662265,0.4184623,0.0008376496,0.0025196497,0.0032965853,0.00015774516,0.5535908],"genre_scores_gemma":[0.8901856,0.01399672,0.00042163103,0.081345156,0.0017513484,0.00032014708,0.00028907135,0.00013893272,0.011551407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959011,0.00095046585,0.00091475976,0.00079531135,0.00041887714,0.0010194905],"domain_scores_gemma":[0.99594545,0.0018733918,0.00083156314,0.00040821434,0.0002879013,0.0006534686],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011664468,0.00046913212,0.0010430429,0.00028995136,0.0010754514,0.000022898648,0.00031064954,0.00020968536,0.0002027441],"category_scores_gemma":[0.0004353107,0.00035657,0.00047499116,0.000133773,0.0014234213,0.00005012825,0.00024434397,0.00085237215,0.000008951825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00369887,0.0000686056,0.05102458,0.0002225224,0.0006326289,0.000015368574,0.0063639767,5.002867e-7,6.701008e-8,0.932677,0.004589195,0.00070670794],"study_design_scores_gemma":[0.006832686,0.0010283376,0.2946422,0.0013591343,0.00021635834,0.000022867482,0.07449632,0.00000921216,2.3435481e-7,0.14409101,0.47649685,0.00080477586],"about_ca_topic_score_codex":0.004457315,"about_ca_topic_score_gemma":0.0006426415,"teacher_disagreement_score":0.8820676,"about_ca_system_score_codex":0.0011247814,"about_ca_system_score_gemma":0.0012194455,"threshold_uncertainty_score":0.9998886},"labels":[],"label_agreement":null},{"id":"W3177911814","doi":"10.1016/j.jagp.2021.06.019","title":"The Spectrum of Ageism, Mentalism, and Ableism: Expressions of a Triple Jeopardy","year":2021,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ableism; Double jeopardy; Spectrum (functional analysis); Psychology; Sociology; Philosophy; Gender studies; Political science; Law; Physics","score_opus":0.014441187162824585,"score_gpt":0.346052190508224,"score_spread":0.3316110033453994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177911814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96683156,0.0109145,0.00012883163,0.016191473,0.00325631,0.00020129925,0.00002997013,0.000009904195,0.0024361622],"genre_scores_gemma":[0.98994756,0.006493003,0.0015750065,0.00036318068,0.0005993163,0.000008927101,0.0000017217893,0.00002323512,0.000988076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742085,0.0005329567,0.0011935078,0.00015025081,0.00035901327,0.0003434201],"domain_scores_gemma":[0.9968215,0.00050569937,0.0020095943,0.00028664913,0.000244404,0.000132128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074283587,0.00015738556,0.0006623316,0.00013761008,0.0005409406,0.000007095825,0.00023992415,0.000049561902,0.00010548424],"category_scores_gemma":[0.00014229039,0.000102012134,0.00020667451,0.0006310464,0.0003095774,0.00008698639,0.00016604105,0.0004108422,0.000002182633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010230766,0.00063407817,0.85359156,0.00032831417,0.0010772572,0.000024954737,0.008423746,0.0000056253866,0.0032473302,0.0076232688,0.11438346,0.009637341],"study_design_scores_gemma":[0.006660585,0.0027620764,0.7555084,0.0012267696,0.0008608712,0.00014552318,0.13797042,0.000008978488,0.0008978259,0.015132091,0.078273594,0.0005528242],"about_ca_topic_score_codex":0.00016579077,"about_ca_topic_score_gemma":0.000073500225,"teacher_disagreement_score":0.12954667,"about_ca_system_score_codex":0.000033968936,"about_ca_system_score_gemma":0.00058456155,"threshold_uncertainty_score":0.41605327},"labels":[],"label_agreement":null},{"id":"W3178026569","doi":"10.55016/ojs/sppp.v13i1.69731","title":"Less Income for More Hours of Work: Barriers to Work for Social Assistance Recipients in B.C.","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Work (physics); Social work; Work hours; Demographic economics; Labour economics; Business; Psychology; Economics; Economic growth; Engineering","score_opus":0.16381876397699358,"score_gpt":0.44934988022639416,"score_spread":0.2855311162494006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178026569","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32265866,0.000076296514,0.0022677449,0.66771376,0.00018109764,0.0029775146,0.00059099257,0.000087519315,0.0034464393],"genre_scores_gemma":[0.98733026,0.000010002218,0.00081114646,0.0055791913,0.0006886626,0.0033347455,0.000060837254,0.000038689814,0.002146461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976569,0.0002550079,0.0008256894,0.00028874452,0.0002833006,0.0006903746],"domain_scores_gemma":[0.9971063,0.00075403845,0.0004932326,0.00040904258,0.00077203393,0.00046534973],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013528949,0.00017088935,0.00042420859,0.00039746717,0.0008642389,0.000025115754,0.0008615969,0.00014223697,0.00007696213],"category_scores_gemma":[0.010698701,0.000138252,0.00016175523,0.0030036133,0.00019557231,0.00026518278,0.00026526325,0.0003076541,0.000011083084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015191459,0.00005508634,0.69669735,0.00010146046,0.00009264464,1.3677213e-8,0.008250215,0.0000065587474,0.000022552447,0.066618696,0.22608922,0.0019142732],"study_design_scores_gemma":[0.0011475947,0.00005203676,0.9266655,0.00009016401,0.000027020664,1.9922295e-8,0.006432536,0.000004691248,0.000008854919,0.002697176,0.06272447,0.00014993976],"about_ca_topic_score_codex":0.00024204577,"about_ca_topic_score_gemma":0.0002435571,"teacher_disagreement_score":0.6646716,"about_ca_system_score_codex":0.00025189057,"about_ca_system_score_gemma":0.0013306901,"threshold_uncertainty_score":0.9976346},"labels":[],"label_agreement":null},{"id":"W3178622318","doi":"10.1037/e529382014-110","title":"The Role of Work-Family Conflict and Family Violence in the Well-Being of Canadian Armed Forces Members","year":2014,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work–family conflict; Armed conflict; Criminology; Family conflict; Work (physics); Psychology; Social psychology; Political science; Sociology; Law; Engineering","score_opus":0.03373097482614461,"score_gpt":0.3510182591987929,"score_spread":0.3172872843726483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178622318","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004617699,0.004515382,3.3547528e-7,0.000876554,0.00039003816,0.0010392944,0.98702085,0.000007182816,0.001532637],"genre_scores_gemma":[0.005355624,0.021745764,0.000010152876,0.0017906841,0.00014719607,0.0001943584,0.9707144,0.000020070587,0.000021736605],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967119,0.000750818,0.0009478039,0.00041148157,0.00043294588,0.0007450584],"domain_scores_gemma":[0.9958999,0.0020616911,0.0005963319,0.0012170852,0.00007891813,0.00014608353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020281002,0.00036258402,0.00061885634,0.0003791171,0.00079370645,0.000022432765,0.0012286678,0.0003102955,0.00007023648],"category_scores_gemma":[0.0002093575,0.00021794277,0.00006448463,0.00051173853,0.00045569116,0.000077108685,0.00024984224,0.00092262385,0.000044092165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006299667,0.000019778361,0.006221394,0.00024802837,0.00007562823,0.000003946565,0.00074776274,0.000001018741,0.000004187738,0.00023053636,0.99168324,0.0007015014],"study_design_scores_gemma":[0.00040422942,0.000054043863,0.015160095,0.0010156225,0.00010873702,6.2168436e-7,0.0046655326,0.0000032235594,0.0000018442158,0.0002944603,0.9780789,0.00021267006],"about_ca_topic_score_codex":0.45513535,"about_ca_topic_score_gemma":0.53462,"teacher_disagreement_score":0.07948467,"about_ca_system_score_codex":0.00004313896,"about_ca_system_score_gemma":0.00023816415,"threshold_uncertainty_score":0.88874483},"labels":[],"label_agreement":null},{"id":"W3181125336","doi":"10.21203/rs.3.rs-96638/v1","title":"Impacts of the 2008 Great Recession on dietary intake: a systematic review","year":2020,"lang":"en","type":"review","venue":"Research Square (Research Square)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"School for Public Health Research; National Institute for Health and Care Research","keywords":"Great recession; Recession; Economics; Keynesian economics","score_opus":0.3799298020031739,"score_gpt":0.5879922271256689,"score_spread":0.208062425122495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181125336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014429648,0.94871485,9.691717e-7,0.01004135,0.000588677,0.033752974,0.00050597,0.0001589196,0.006221855],"genre_scores_gemma":[0.00018725748,0.9837659,0.000008781773,0.0003456587,0.0008849195,0.008775509,0.00023485777,0.00030862584,0.0054884898],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9265115,0.054391045,0.0040574498,0.0017488559,0.009462791,0.0038283234],"domain_scores_gemma":[0.9662748,0.022808699,0.0014947796,0.00404972,0.0042247563,0.0011472394],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.031565636,0.0012988149,0.0075727175,0.0017451006,0.004686761,0.000088812034,0.0042736055,0.0011819658,0.0015147408],"category_scores_gemma":[0.036937177,0.00068793877,0.002033838,0.009418322,0.0012463742,0.00027173024,0.004915407,0.014294943,0.004194566],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068496236,0.00018305959,0.00016218492,0.7468193,0.00042993028,0.00007669641,0.00088939635,4.513143e-8,8.2937095e-7,0.00032423373,0.21527688,0.03576894],"study_design_scores_gemma":[0.00025482057,0.0007042276,0.00006498951,0.56303996,0.0003741502,0.000005039039,0.00072109344,0.0000015960386,7.857979e-7,0.0001497567,0.4343545,0.0003290341],"about_ca_topic_score_codex":0.0014886045,"about_ca_topic_score_gemma":0.00054105354,"teacher_disagreement_score":0.21907765,"about_ca_system_score_codex":0.00265869,"about_ca_system_score_gemma":0.0057110554,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W3181953553","doi":"10.3390/admsci11030072","title":"Highly-Skilled Migrants, Gender, and Well-Being in the Eindhoven Region. An Intersectional Analysis","year":2021,"lang":"en","type":"article","venue":"Administrative Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intersectionality; Perspective (graphical); Competition (biology); Economic shortage; Work (physics); Demographic economics; Population; Exploratory research; Gender studies; Sociology; Political science; Economics; Demography","score_opus":0.1280241359174261,"score_gpt":0.4449413882690463,"score_spread":0.31691725235162016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181953553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92017496,0.00027873393,0.000075155986,0.008346379,0.00020276611,0.00018244167,0.0000035978444,0.000019201638,0.07071676],"genre_scores_gemma":[0.9972905,0.0001301498,0.00013195148,0.0011652678,0.00008800076,0.00004378642,0.000010091979,0.0000028784102,0.0011374102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980518,0.0007342503,0.00027877017,0.00036998832,0.00028403348,0.00028112554],"domain_scores_gemma":[0.99896294,0.0006509949,0.00011038675,0.00013912386,0.00009133762,0.000045236484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008742531,0.000109448934,0.00020078813,0.00014053854,0.0014517562,0.00004265845,0.0001884883,0.000050411956,0.0001542399],"category_scores_gemma":[0.00014244339,0.000070189686,0.000058517242,0.0011871418,0.00041817044,0.0002241155,0.00007252621,0.00021996391,0.000007537484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016336304,0.00007414126,0.90826195,0.0000122000365,0.00011305952,0.000044241304,0.044385076,0.000003508912,0.000041944415,0.045959048,0.0008847822,0.00020367934],"study_design_scores_gemma":[0.0002811918,0.00016885482,0.83047825,0.000039208015,0.00008630531,0.0000065858358,0.15987,0.00009069043,0.000059033046,0.006206006,0.002590099,0.00012377583],"about_ca_topic_score_codex":0.00024425145,"about_ca_topic_score_gemma":0.0072583407,"teacher_disagreement_score":0.11548492,"about_ca_system_score_codex":0.000023806699,"about_ca_system_score_gemma":0.0001976066,"threshold_uncertainty_score":0.99984825},"labels":[],"label_agreement":null},{"id":"W3182331996","doi":"10.1016/j.gaceta.2021.03.001","title":"On Case and Deaton's deaths of despair: implications for health inequalities research in the post-COVID-19 era","year":2021,"lang":"en","type":"article","venue":"Gaceta Sanitaria","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; MEDLINE; Medicine; Demography; Psychology; Political science; Sociology; Virology; Internal medicine; Mathematics","score_opus":0.2950103308541305,"score_gpt":0.5428598269884861,"score_spread":0.24784949613435564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182331996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7535217,0.0016694725,0.000114484355,0.24090616,0.00010351499,0.0014730393,0.00031333067,0.000028924698,0.0018693855],"genre_scores_gemma":[0.98954105,0.00025038447,0.00038214566,0.008656552,0.000085472646,0.00065875356,0.00006422209,0.000016277441,0.00034514462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99700826,0.0016297955,0.00044322922,0.0002662435,0.00017040568,0.00048208082],"domain_scores_gemma":[0.99265134,0.006376338,0.00010297908,0.00040570667,0.0003544752,0.00010915899],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032611298,0.000111549285,0.00026746417,0.0001518691,0.0016911903,0.000013200499,0.00013075848,0.000085702624,0.000055649085],"category_scores_gemma":[0.0018784798,0.00008261399,0.00004905034,0.00033671127,0.000110729205,0.00005389076,0.00014020715,0.00044976105,0.0000072398675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017186624,0.00018944226,0.16390638,0.0010902494,0.00005584883,0.000050595838,0.063383296,0.0000028290117,0.00007804336,0.72702503,0.042683985,0.0013624066],"study_design_scores_gemma":[0.003983926,0.00123895,0.55316746,0.00044940802,0.000055895853,0.00012011039,0.19197358,0.000017503924,0.000022874623,0.19468261,0.05392769,0.00035996974],"about_ca_topic_score_codex":0.005826332,"about_ca_topic_score_gemma":0.016882502,"teacher_disagreement_score":0.53234243,"about_ca_system_score_codex":0.00016892274,"about_ca_system_score_gemma":0.0011073602,"threshold_uncertainty_score":0.99960846},"labels":[],"label_agreement":null},{"id":"W3182500490","doi":"","title":"COVID-19 and Long-Term Care in Canada and Other High-IncomeCountries; A Scoping Systematic Review","year":2021,"lang":"en","type":"article","venue":"EC Emergency Medicine and Critical Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Long-term care; Geography; Medicine; Virology; Nursing; Outbreak","score_opus":0.0664822628347739,"score_gpt":0.4488323637358218,"score_spread":0.38235010090104793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182500490","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13291518,0.84337455,0.000010374957,0.020436589,0.0007994205,0.0011118401,0.00005739195,0.000021931333,0.0012727414],"genre_scores_gemma":[0.9219641,0.063721865,0.0000058484843,0.013535637,0.00022620778,0.00023907253,0.00003355846,0.00002118084,0.00025251275],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979757,0.00037436964,0.00072076055,0.0003174416,0.00025815898,0.0003535846],"domain_scores_gemma":[0.99857944,0.00055042823,0.000061912266,0.00018738607,0.0002622038,0.00035859787],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000269283,0.0001834605,0.0007632197,0.000044576536,0.0004399046,0.000002499597,0.00005298049,0.00006526282,0.0016901564],"category_scores_gemma":[0.0031687878,0.00013573453,0.000019851426,0.00017095421,0.000099678204,0.000046474288,0.00012435726,0.00024165577,0.0000017218698],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004015077,0.0000026911412,0.4250558,0.5661054,0.000014227933,0.00007019468,0.005608494,1.0691127e-8,7.612056e-7,0.00088324584,0.002228822,0.000026288464],"study_design_scores_gemma":[0.002520131,0.00028459993,0.10450438,0.6786411,0.0011988706,0.000028469178,0.20913711,0.0000021471865,0.0000027106316,0.00054629584,0.002411316,0.0007229031],"about_ca_topic_score_codex":0.29797933,"about_ca_topic_score_gemma":0.9338619,"teacher_disagreement_score":0.7890489,"about_ca_system_score_codex":0.00024084537,"about_ca_system_score_gemma":0.0009713495,"threshold_uncertainty_score":0.99922246},"labels":[],"label_agreement":null},{"id":"W3182697132","doi":"","title":"Macroeconomic Shocks and Racial Labour Market Differences in the U.S.","year":2019,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vector autoregression; Economics; Structural vector autoregression; Unemployment; Demographic economics; Unemployment rate; Population; Inflation (cosmology); Monetary economics; Monetary policy; Labour economics; Macroeconomics; Demography","score_opus":0.023175113344285403,"score_gpt":0.3097889377201761,"score_spread":0.2866138243758907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182697132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89363325,0.0009291691,0.0000011292977,0.0032269475,0.0019523933,0.0008886637,0.00006493173,0.000057117337,0.09924641],"genre_scores_gemma":[0.9820205,0.00032242705,0.000021634716,0.0019403073,0.0004007091,0.00016541866,0.000005655878,0.000022026605,0.015101352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977232,0.00049682765,0.0005958711,0.00043687178,0.00012892697,0.0006182585],"domain_scores_gemma":[0.99813694,0.0011426149,0.00023086453,0.00036172994,0.00004005166,0.000087807406],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001021867,0.00027218708,0.00052493927,0.00015734778,0.0006063977,0.000031499305,0.0003286604,0.00019403046,0.008492929],"category_scores_gemma":[0.00008780487,0.00019856398,0.00008151577,0.000105289546,0.0002524674,0.00020515388,0.00019377402,0.00062700536,0.0009783565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050592877,0.00003184075,0.97281045,0.00007519375,0.00003932057,0.000004782018,0.0044945762,6.798177e-8,0.000009509569,0.0041400227,0.01786125,0.0004823723],"study_design_scores_gemma":[0.0011002858,0.000061258645,0.944436,0.00008791967,0.000015125772,0.000004894638,0.004921594,0.000013647452,0.000002440717,0.00078550144,0.048331626,0.0002396782],"about_ca_topic_score_codex":0.00041976426,"about_ca_topic_score_gemma":0.0033186153,"teacher_disagreement_score":0.088387236,"about_ca_system_score_codex":0.00013402759,"about_ca_system_score_gemma":0.00019041562,"threshold_uncertainty_score":0.9997995},"labels":[],"label_agreement":null},{"id":"W3182807314","doi":"10.20381/ruor-26298","title":"‘Digging Deep’ Inside Post-Migration Social Care and Caring: A Critical Realist Relational Sociological Analysis of Service Providers’ and Service Users’ Experiences in the Settlement and Integration Sector in Ontario/Canada","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Digging; Sociology; Service (business); Service provider; Social work; Public relations; Political science; Geography; Business; Archaeology; Economic growth; Computer science; World Wide Web; Marketing; Economics","score_opus":0.11563488633936544,"score_gpt":0.3918276078337606,"score_spread":0.2761927214943951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182807314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862892,0.00016252024,0.00000467117,0.011766566,0.000035143963,0.00047245916,0.00007218784,0.0000040617338,0.001193159],"genre_scores_gemma":[0.99791163,0.000072017974,0.00011433541,0.00019647526,0.000015992433,0.000015997473,0.0015343314,0.000005070188,0.00013414542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976932,0.0008836723,0.00027801716,0.00032650906,0.0005685235,0.00025007338],"domain_scores_gemma":[0.9977621,0.0010448924,0.00014401459,0.00009345948,0.00090841576,0.000047128236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007454523,0.00012751004,0.00037008733,0.00040711628,0.0009184891,0.000016502827,0.00012978884,0.00020375014,0.000094250674],"category_scores_gemma":[0.00024831135,0.00011817004,0.00003310983,0.00069938425,0.00014939271,0.00018507752,0.00013332025,0.0007834405,9.0038675e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000469178,0.00002398936,0.50473684,0.00043620652,0.00008317903,0.000011027,0.49098906,0.0000028490929,0.000054096294,0.0033522502,0.00011561957,0.0001479529],"study_design_scores_gemma":[0.00020101393,0.00004920095,0.5190316,0.00010857856,0.00006251806,1.0729449e-7,0.480171,0.0001239216,0.0000013475174,0.00007843569,0.000120438606,0.00005184797],"about_ca_topic_score_codex":0.8987613,"about_ca_topic_score_gemma":0.999834,"teacher_disagreement_score":0.10107274,"about_ca_system_score_codex":0.00045771067,"about_ca_system_score_gemma":0.0010125993,"threshold_uncertainty_score":0.7064369},"labels":[],"label_agreement":null},{"id":"W3183818125","doi":"10.1002/psp.2488","title":"Mechanisms of migrant exclusion: Temporary labour, precarious noncitizenship, and technologies of detention","year":2021,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deportation; Psychological nativism; Xenophobia; Immigration; Criminology; Refugee; Political science; Social exclusion; Migrant workers; Demographic economics; Immigration detention; Sociology; Law; Economic growth; Economics","score_opus":0.03491060885820658,"score_gpt":0.3383270695607722,"score_spread":0.3034164607025656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183818125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109805,0.00329698,0.0004900296,0.004112268,0.00013090282,0.00025890736,0.000030680316,0.00006864516,0.00051355467],"genre_scores_gemma":[0.9963929,0.0006461769,0.0009875204,0.00004265604,0.000012815157,0.000013407227,0.000032598968,0.000007776359,0.0018641689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991652,0.00012797726,0.00028542487,0.00015790107,0.00013752401,0.00012601279],"domain_scores_gemma":[0.99930763,0.00018644932,0.00022059119,0.00012710475,0.0001358827,0.000022361033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611567,0.00008872968,0.00023619711,0.00007051352,0.0002558229,0.0000033292222,0.000030253705,0.00013676136,0.00003319607],"category_scores_gemma":[0.00014712167,0.000076574535,0.000026079606,0.00015556876,0.000039286737,0.00007075776,0.00014642086,0.00011974726,0.0000010198494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007707891,0.000026695594,0.96018654,0.0006445979,0.000034645695,0.000003924136,0.0027812447,0.0000041021344,0.006128229,0.027347818,0.0007344044,0.002030719],"study_design_scores_gemma":[0.001177294,0.00013570937,0.9377754,0.0006125043,0.00006746751,0.000004531886,0.012570783,0.000103435465,0.0040063313,0.040360954,0.0029936994,0.00019190116],"about_ca_topic_score_codex":0.0007965786,"about_ca_topic_score_gemma":0.00093326217,"teacher_disagreement_score":0.022411153,"about_ca_system_score_codex":0.000012256623,"about_ca_system_score_gemma":0.000029950039,"threshold_uncertainty_score":0.3122619},"labels":[],"label_agreement":null},{"id":"W3184012461","doi":"10.1002/job.2550","title":"Going against the grain: The role of skilled migrants' self‐regulation in finding quality employment","year":2021,"lang":"en","type":"article","venue":"Journal of Organizational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Credential; Proactivity; Self-employment; Quality (philosophy); Entrepreneurship; Face (sociological concept); Population; Demographic economics; Labour economics; Political science; Psychology; Business; Sociology; Social psychology; Economics","score_opus":0.03729535068944817,"score_gpt":0.38398456419613114,"score_spread":0.34668921350668297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184012461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930332,0.00048232212,0.000054016018,0.00523868,0.0004913233,0.0002828385,0.000012117272,0.000009864935,0.00039567554],"genre_scores_gemma":[0.99845856,0.0001229142,0.00017337185,0.00032124267,0.00022143514,0.000012851966,0.000016109512,0.00001786412,0.000655638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975703,0.0006103012,0.0010035937,0.00009940834,0.00053129264,0.000185125],"domain_scores_gemma":[0.9976386,0.0005272209,0.0007468969,0.00014911017,0.00090186327,0.000036341644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012572107,0.000106542364,0.00025834466,0.00008394269,0.00061309006,0.000011756966,0.00018517308,0.00007285913,0.00030349483],"category_scores_gemma":[0.0005463969,0.00006241484,0.000090700065,0.0005443231,0.000042791937,0.00011453846,0.000111941816,0.00035743558,0.00000880983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017623446,0.0001894051,0.981595,0.000016173804,0.000045801997,0.000005307804,0.007431158,0.00003167963,0.006168581,0.0034856584,0.0004039488,0.0006096755],"study_design_scores_gemma":[0.0007229353,0.000022705863,0.98863906,0.00014332373,0.00007450186,0.000006038981,0.0051459796,0.000010311925,0.0017999596,0.0005929673,0.0027723243,0.000069919755],"about_ca_topic_score_codex":0.000035136283,"about_ca_topic_score_gemma":0.0001825874,"teacher_disagreement_score":0.0070440457,"about_ca_system_score_codex":0.00016503941,"about_ca_system_score_gemma":0.00039168887,"threshold_uncertainty_score":0.47154552},"labels":[],"label_agreement":null},{"id":"W3184836207","doi":"10.3986/dd.2021.2.07","title":"COVID-19, Racial Capitalism, and Undocumented Bangladeshi Agricultural Workers in Manolada, Greece","year":2021,"lang":"en","type":"article","venue":"Two Homelands","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Deportation; Capitalism; Migrant workers; Coronavirus disease 2019 (COVID-19); Race (biology); Agriculture; Political science; Racialization; Immigration; Demographic economics; Criminology; Sociology; Gender studies; Economic growth; Geography; Law; Economics; Politics; Medicine","score_opus":0.03763829753171799,"score_gpt":0.3960103030215573,"score_spread":0.35837200548983933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184836207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731184,0.0022823024,0.0000100190555,0.012070536,0.0005186537,0.0003222686,0.000026929425,0.000099378485,0.011551474],"genre_scores_gemma":[0.9851033,0.00030676997,0.000038295067,0.0016006682,0.00030402406,0.00009043939,0.00013087281,0.00001593849,0.012409664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838835,0.0002847703,0.00033594022,0.00030798616,0.00019864686,0.00048429877],"domain_scores_gemma":[0.9991557,0.00027982387,0.00009064266,0.00015716604,0.0000730252,0.00024363147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000267007,0.0001805967,0.00031880228,0.00008778095,0.00056546903,0.000020650368,0.00009111326,0.00011550612,0.0009331383],"category_scores_gemma":[0.0002129,0.00013853784,0.000047967605,0.00036504568,0.00006687591,0.00013490004,0.00021098502,0.0003681004,0.0000728676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065547814,0.000038706603,0.9583582,0.00011237439,0.00005291267,0.000116520896,0.010444233,0.0000026419457,0.00008553722,0.001365665,0.028952138,0.00040550926],"study_design_scores_gemma":[0.0052578426,0.000053447846,0.90655994,0.00014561076,0.0000419703,0.000008547515,0.025214007,0.0000076233696,0.000028487215,0.0009275658,0.061432987,0.00032198866],"about_ca_topic_score_codex":0.0022418294,"about_ca_topic_score_gemma":0.021137975,"teacher_disagreement_score":0.05179829,"about_ca_system_score_codex":0.00021840693,"about_ca_system_score_gemma":0.0002339023,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W3184959361","doi":"10.1016/j.socscimed.2021.114248","title":"Corrigendum to ““We can't just have a casual conversation”: An institutional ethnography-informed study of work in labour and birth” [Soc. Sci. Med. 279 (2021) 113975]","year":2021,"lang":"en","type":"erratum","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Casual; Conversation; Ethnography; Work (physics); Sociology; Medicine; Gender studies; Political science; Law; Engineering; Communication; Anthropology","score_opus":0.12005105591108631,"score_gpt":0.4457762407639459,"score_spread":0.3257251848528596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184959361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9041605,0.0014961227,0.000008343721,0.029834872,0.04741668,0.0032510993,0.00017843129,0.00007296675,0.01358101],"genre_scores_gemma":[0.948297,0.0008257269,0.000015196297,0.0020166924,0.004662849,0.00035111632,0.00020535872,0.00003506858,0.043590967],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9947028,0.0003987854,0.001076222,0.0008119715,0.0020228392,0.000987346],"domain_scores_gemma":[0.9974179,0.0001933403,0.0005582133,0.00031638084,0.0010775783,0.0004365308],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026125244,0.00041595602,0.0010836672,0.0010639621,0.0027749522,0.000023331706,0.00056607265,0.00045753707,0.0005504635],"category_scores_gemma":[0.0014871984,0.00034313026,0.00006264083,0.0038783809,0.0026214859,0.00026155915,0.0004221417,0.0015113208,0.000005464697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007354853,0.00016651713,0.27396977,0.00024364058,0.000049801376,0.00003136404,0.48987135,4.0594034e-7,0.00000997048,0.0009830949,0.23274773,0.0018527869],"study_design_scores_gemma":[0.0020388728,0.0005304189,0.45004013,0.0014138296,0.000081856604,7.244096e-7,0.45191434,0.0000027484787,9.823142e-7,0.00011500122,0.09352711,0.00033400374],"about_ca_topic_score_codex":0.0196236,"about_ca_topic_score_gemma":0.07947686,"teacher_disagreement_score":0.17607035,"about_ca_system_score_codex":0.00069360837,"about_ca_system_score_gemma":0.005264311,"threshold_uncertainty_score":0.99990207},"labels":[],"label_agreement":null},{"id":"W3184963326","doi":"10.1332/175982721x16231309013027","title":"From Working Tax Credit to Universal Credit: is the older workforce ready? Perspectives from employees and employers in Northern Ireland","year":2021,"lang":"en","type":"article","venue":"Journal of Poverty and Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conditionality; Workforce; Receipt; Work (physics); Welfare; Labour economics; Quarter (Canadian coin); Tax credit; Business; Demographic economics; Economics; Economic growth; Political science; Accounting; Public economics","score_opus":0.04198291458741412,"score_gpt":0.3493198682702849,"score_spread":0.3073369536828708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184963326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95481557,0.0033075314,0.00009211125,0.038933687,0.0010861589,0.00014226369,0.00007895279,0.000011381234,0.0015323597],"genre_scores_gemma":[0.9877884,0.001508742,0.00017855204,0.0044711567,0.004619068,0.000004113967,0.0000068898253,0.00002479359,0.001398277],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99842566,0.0003529094,0.00040569887,0.00021471868,0.0003054192,0.00029560374],"domain_scores_gemma":[0.99813,0.0011301601,0.00027144823,0.0000924474,0.00027359073,0.000102355465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031568535,0.00016181052,0.00038436308,0.000059549035,0.0010431007,0.00004475145,0.0001305782,0.00016710287,0.0001251083],"category_scores_gemma":[0.0002839613,0.00011599936,0.00007406517,0.00017717446,0.00009406736,0.00017756909,0.0001713346,0.00070344866,0.0000052954733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043273537,0.00008708456,0.41034326,0.00004094795,0.00031204635,0.00012258219,0.48955074,0.000004876639,0.00008854798,0.0006553843,0.09592884,0.0024329338],"study_design_scores_gemma":[0.0015637325,0.00008427459,0.41296053,0.00052394706,0.00046697448,0.0000021898982,0.5313877,0.000005983963,0.0000051651105,0.001374267,0.051436517,0.00018871442],"about_ca_topic_score_codex":0.0014328436,"about_ca_topic_score_gemma":0.008103431,"teacher_disagreement_score":0.044492327,"about_ca_system_score_codex":0.00013829066,"about_ca_system_score_gemma":0.00016390327,"threshold_uncertainty_score":0.80227923},"labels":[],"label_agreement":null},{"id":"W3185252804","doi":"10.5465/ambpp.2021.11233abstract","title":"In The Eye Of The Hurricane: Sustainable Careers Under Lockdown","year":2021,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Empowerment; Social psychology; Happiness; Work engagement; Public relations; Sustainability; Applied psychology; Work (physics); Sociology; Political science","score_opus":0.034245767219478015,"score_gpt":0.3724844746115405,"score_spread":0.33823870739206247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185252804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6307683,0.000643554,0.0000055945534,0.14858314,0.00013100157,0.0014354774,0.0000032634218,0.000027315547,0.21840237],"genre_scores_gemma":[0.94335914,0.00035223778,0.000030351808,0.006029551,0.00006618723,0.00012304066,8.344389e-7,0.000012485925,0.05002619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983671,0.00006959203,0.00044976143,0.00021702662,0.0004551648,0.00044140348],"domain_scores_gemma":[0.99936336,0.000103870145,0.00026309796,0.000104968225,0.00014306605,0.000021630043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009559058,0.00012683171,0.0002264176,0.00008889135,0.00037603642,0.0000066108746,0.00053992873,0.00009995965,0.00010851768],"category_scores_gemma":[0.000082288694,0.00007634246,0.000076647215,0.00083807885,0.0001307687,0.00016795954,0.0007135855,0.0004604474,0.000006663857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002190394,0.000080148195,0.15816441,0.0017711186,0.00012459946,0.0000029835082,0.008677032,0.0000056081217,0.00011013463,0.65499264,0.17576222,0.0002872196],"study_design_scores_gemma":[0.0007956865,0.000027138653,0.47217858,0.00033157572,0.00012418655,3.8422533e-7,0.1996424,0.0000034547775,0.0005237525,0.02115926,0.30507424,0.00013934818],"about_ca_topic_score_codex":0.00012280383,"about_ca_topic_score_gemma":0.000007690878,"teacher_disagreement_score":0.63383335,"about_ca_system_score_codex":0.00008140907,"about_ca_system_score_gemma":0.000031016814,"threshold_uncertainty_score":0.31131554},"labels":[],"label_agreement":null},{"id":"W3185865525","doi":"10.1080/14747731.2021.1964746","title":"Trade, health and social reproduction in a COVID world","year":2021,"lang":"en","type":"article","venue":"Globalizations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Nexus (standard); Reproduction; Social reproduction; Economics; Scholarship; Politics; Political economy; International trade; Development economics; Political science; Sociology; Economic growth; Biology; Social science; Ecology; Law","score_opus":0.07961479052095377,"score_gpt":0.43476183289530324,"score_spread":0.35514704237434946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185865525","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10020331,0.010643468,0.0016323543,0.8304629,0.0018796568,0.0013901006,0.00014556911,0.0004125449,0.053230103],"genre_scores_gemma":[0.9604823,0.0021844227,0.0004045031,0.024469241,0.00081325334,0.0001939256,0.00050425454,0.0000281656,0.010919915],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998883,0.00028791244,0.00027742318,0.00022922238,0.00009075442,0.0002316712],"domain_scores_gemma":[0.99967134,0.00004291013,0.00007465152,0.00010798606,0.000047058784,0.000056079793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021981222,0.00006497475,0.00014858037,0.00006625101,0.0010026713,0.000008488631,0.000027162081,0.000038841685,0.0001283891],"category_scores_gemma":[0.00015650158,0.0000677114,0.000018220113,0.000621467,0.000035681976,0.00007718461,0.000056732333,0.00012093976,0.000012383637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013654223,0.00009933465,0.5757146,0.00021796237,0.000022397055,0.000004696011,0.022214057,0.0000073811443,0.000008578106,0.15374629,0.2443787,0.003572334],"study_design_scores_gemma":[0.0007974223,0.00001601264,0.25776777,0.000117176125,0.000009230342,0.0000019933466,0.012340838,0.000013396773,0.0000019396302,0.0049737273,0.72384524,0.00011522186],"about_ca_topic_score_codex":0.00024564457,"about_ca_topic_score_gemma":0.0078280065,"teacher_disagreement_score":0.860279,"about_ca_system_score_codex":0.00015330908,"about_ca_system_score_gemma":0.00033749756,"threshold_uncertainty_score":0.77118385},"labels":[],"label_agreement":null},{"id":"W3185989073","doi":"10.1017/psrm.2021.43","title":"Misattributed blame? Attitudes toward globalization in the age of automation","year":2021,"lang":"en","type":"article","venue":"Political Science Research and Methods","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Cambridge; American Political Science Association","keywords":"Blame; Globalization; Immigration; Polarization (electrochemistry); Job loss; Economics; Economic inequality; Labour economics; Inequality; Development economics; Political science; Demographic economics; Economic growth; Social psychology; Psychology; Market economy; Law; Unemployment","score_opus":0.36774677675284545,"score_gpt":0.6462130885628508,"score_spread":0.2784663118100053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185989073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85946155,0.00064251013,0.019377902,0.061288584,0.00023105669,0.0008583152,0.000018611787,0.000040826533,0.058080673],"genre_scores_gemma":[0.9919051,0.00009297239,0.0073752166,0.00032453093,0.000054937005,0.000036478927,0.000005403229,0.0000021952671,0.00020319803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99575675,0.0023675512,0.00023132787,0.00019130015,0.0006010463,0.0008520083],"domain_scores_gemma":[0.99676543,0.0024101965,0.000021906893,0.0001501984,0.0005171634,0.00013512874],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013212485,0.000047598045,0.00013231825,0.00011196626,0.00059819006,0.00002554165,0.00018929497,0.000048591468,0.000055367676],"category_scores_gemma":[0.0091154035,0.000029545969,0.000015560448,0.001353718,0.0010467687,0.00010943265,0.00024795224,0.00026205758,0.000004173983],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006465905,0.00006780378,0.16233934,0.0001297436,0.0000031059856,0.000005397226,0.0022289702,1.6944124e-7,0.006009318,0.82529384,0.00023256594,0.003683296],"study_design_scores_gemma":[0.00018128927,0.00006239682,0.9087067,0.00008114806,0.0000026987864,0.0000010321729,0.005190265,0.00011101803,0.0020371766,0.08124701,0.002339279,0.000039990337],"about_ca_topic_score_codex":0.00091916526,"about_ca_topic_score_gemma":0.00013380848,"teacher_disagreement_score":0.74636734,"about_ca_system_score_codex":0.00013194671,"about_ca_system_score_gemma":0.0004820953,"threshold_uncertainty_score":0.9992312},"labels":[],"label_agreement":null},{"id":"W3186365384","doi":"10.5465/ambpp.2021.12295abstract","title":"Double shock effects of downsizing in economic downturn on employees with high firm-specificity","year":2021,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Human capital; Moderation; Recession; Shock (circulatory); Business; Labour economics; Extant taxon; Distrust; Job satisfaction; Human resource management; Economics; Psychology; Social psychology; Management; Market economy","score_opus":0.03316026336046424,"score_gpt":0.33457358244895796,"score_spread":0.3014133190884937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186365384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604315,0.0002506707,0.0000024017838,0.0034733298,0.00012484992,0.000791138,0.0000035774906,0.000059397473,0.03486311],"genre_scores_gemma":[0.9953202,0.0009934446,0.00023665339,0.0004251774,0.000113098235,0.00018585818,0.0000039903334,0.000029529205,0.002692027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981468,0.000023982457,0.0006321966,0.00044911716,0.00028877324,0.0004591409],"domain_scores_gemma":[0.9992096,0.00020000488,0.00037902314,0.00009574637,0.000060412967,0.000055233555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035188228,0.00023489783,0.0005263926,0.00023991478,0.0001964614,0.000008678711,0.00024775742,0.00015447501,0.00014022898],"category_scores_gemma":[0.000018520865,0.00019737479,0.000061553495,0.00027089918,0.00007881774,0.00023443643,0.00035262853,0.00046337157,0.000029203791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016602768,0.0005289558,0.6051677,0.012359723,0.0007041697,0.000021009657,0.006133732,0.000058590253,0.0016032608,0.34147286,0.025914013,0.0043757237],"study_design_scores_gemma":[0.010214212,0.0006982235,0.8842041,0.0064629936,0.00025673123,9.501715e-7,0.007138154,0.000011712137,0.04328908,0.0058685704,0.041155078,0.00070022116],"about_ca_topic_score_codex":0.0001113593,"about_ca_topic_score_gemma":0.000039664443,"teacher_disagreement_score":0.33560428,"about_ca_system_score_codex":0.00015505192,"about_ca_system_score_gemma":0.000021746968,"threshold_uncertainty_score":0.804871},"labels":[],"label_agreement":null},{"id":"W3186509884","doi":"10.12927/hcq.2021.26548","title":"Mental Health Clinician Leaders in “Lockstep” as a Necessary Means to Address Care Challenges during the Pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Mental health; Context (archaeology); Economic shortage; Addiction; Health care; Coronavirus disease 2019 (COVID-19); Nursing; Medicine; Public relations; Psychology; Political science; Psychiatry; Government (linguistics)","score_opus":0.11313126146903493,"score_gpt":0.44930790640164053,"score_spread":0.3361766449326056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186509884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55218554,0.033931166,0.0000019411282,0.40791532,0.0013980474,0.0018547408,0.00009767609,0.00019209062,0.0024235174],"genre_scores_gemma":[0.9715571,0.005927952,0.000026968948,0.019990258,0.00059887127,0.0005576184,0.00006570838,0.00006526268,0.0012103067],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99419284,0.0020045845,0.0011434064,0.000752689,0.00050013757,0.0014063318],"domain_scores_gemma":[0.99800295,0.00039823403,0.0002626113,0.00066941726,0.00026503802,0.00040175428],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008168896,0.00035090547,0.00069090456,0.00017451776,0.002002954,0.000017447237,0.0003322428,0.0002497063,0.00010302067],"category_scores_gemma":[0.00006846518,0.00028639392,0.00013734426,0.00043220844,0.00008705211,0.00015134954,0.00012571386,0.0012342437,0.00024909453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018854915,0.00008548929,0.2352441,0.0024685985,0.000057318764,0.000053867825,0.6911141,0.0000017167439,0.000019589796,0.0014740332,0.0035704174,0.06572216],"study_design_scores_gemma":[0.0012250169,0.0007228124,0.2427207,0.001412767,0.0000067159262,0.000008747955,0.7081881,0.0000012344906,0.000003942365,0.00017104717,0.045280226,0.0002586924],"about_ca_topic_score_codex":0.006910059,"about_ca_topic_score_gemma":0.2905473,"teacher_disagreement_score":0.41937155,"about_ca_system_score_codex":0.00080628745,"about_ca_system_score_gemma":0.0012109828,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W3186540263","doi":"10.55016/ojs/sppp.v14i1.72237","title":"Gender Disparities in the Labour Market? Examining the COVID-19 Pandemic in Alberta","year":2021,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Australian Government","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demographic economics; Business; Political science; Economics; Medicine; Virology; Outbreak","score_opus":0.221272508580776,"score_gpt":0.4484378361650511,"score_spread":0.22716532758427513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186540263","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19292516,0.0006120197,0.00006370984,0.69353396,0.00012280782,0.00081483356,0.00006921781,0.000058628724,0.111799665],"genre_scores_gemma":[0.93385804,0.0005358441,0.000019381318,0.03396434,0.00036811523,0.0012474492,0.000043406584,0.000021103473,0.0299423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943064,0.0034080462,0.0007908534,0.00029510903,0.00041025376,0.00078937644],"domain_scores_gemma":[0.9918793,0.006083372,0.00031551832,0.001243689,0.00029687784,0.00018126024],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005594407,0.00019010286,0.00027932716,0.00037475768,0.0013623403,0.000109209876,0.0012607093,0.00013865418,0.0013187007],"category_scores_gemma":[0.020415897,0.00010104983,0.000077125034,0.0026265704,0.00033404876,0.000401003,0.00052085455,0.0010358086,0.000071908304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033699848,0.000052975087,0.6339019,0.00003588002,0.000031059983,2.859996e-7,0.005141598,0.000002424735,0.0000055373725,0.28509873,0.07561324,0.0001129715],"study_design_scores_gemma":[0.00041176748,0.0000057654947,0.7397079,0.0000151664935,0.000012075706,0.0000052070855,0.009302853,0.000009636902,2.512985e-7,0.021290466,0.22915353,0.0000853875],"about_ca_topic_score_codex":0.03709258,"about_ca_topic_score_gemma":0.059686232,"teacher_disagreement_score":0.7409329,"about_ca_system_score_codex":0.00035625335,"about_ca_system_score_gemma":0.003412172,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W3186573221","doi":"10.7202/1079177ar","title":"Impacts de la Covid-19 sur la santé mentale des entrepreneurs en Afrique","year":2021,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Hydro-Québec; Concordia University","funders":"","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Art; Medicine","score_opus":0.028258203340457762,"score_gpt":0.3579725124847888,"score_spread":0.32971430914433103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186573221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72197986,0.0048771254,0.0025819372,0.25523242,0.00079589564,0.0005055146,0.00041577412,0.00019499604,0.013416516],"genre_scores_gemma":[0.47651756,0.24305408,0.008806662,0.0075071747,0.0015752697,0.00041432166,0.0005392773,0.00017721817,0.26140845],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98824906,0.008971758,0.00090995757,0.00084248476,0.00024052539,0.0007862028],"domain_scores_gemma":[0.9383875,0.059574902,0.0005142316,0.00052516273,0.0003256211,0.000672571],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004164159,0.00049633184,0.0005537752,0.00026618084,0.0003872942,0.0002641826,0.00039584687,0.0007346775,0.0056344382],"category_scores_gemma":[0.033725753,0.0005973271,0.00035174852,0.00021123458,0.00048602727,0.0006288674,0.0006372342,0.0014641196,0.000440243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022542637,0.0012424,0.77762175,0.0012351861,0.00065897044,0.0011505375,0.026839748,0.0071034855,0.0009701229,0.052982457,0.092603035,0.03736686],"study_design_scores_gemma":[0.0031401992,0.00006961484,0.38458735,0.0024542331,0.00020604611,0.0007349062,0.0023449536,0.0010536191,0.0006079608,0.039934214,0.5642062,0.0006607354],"about_ca_topic_score_codex":0.0022649236,"about_ca_topic_score_gemma":0.0023302597,"teacher_disagreement_score":0.47160316,"about_ca_system_score_codex":0.0033737419,"about_ca_system_score_gemma":0.002170664,"threshold_uncertainty_score":0.9996478},"labels":[],"label_agreement":null},{"id":"W3186605494","doi":"10.3386/w29098","title":"The Great Canadian Recovery: The Impact of COVID-19 on Canada's Labour Market","year":2021,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; McMaster University; University of British Columbia; McGill University","funders":"Fisheries Research and Development Corporation; Canada Research Chairs; Wilfrid Laurier University","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Business; Virology; Medicine; Outbreak","score_opus":0.3010084440079254,"score_gpt":0.5596480071288803,"score_spread":0.2586395631209549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186605494","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24121733,0.0014728882,5.068006e-7,0.16912696,0.0015484795,0.0024858767,0.0034388572,0.000011891904,0.5806972],"genre_scores_gemma":[0.97240984,0.0014130928,0.0000042250003,0.00052402343,0.0004692512,0.00030385112,0.0002809226,0.000026437649,0.024568351],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99583143,0.0016468567,0.0006829336,0.00037439866,0.0007872076,0.00067715655],"domain_scores_gemma":[0.9881132,0.009330878,0.0003618069,0.0005843601,0.0013011012,0.00030865136],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0066574328,0.00020042532,0.00041406316,0.00030528806,0.0017347172,0.000038057384,0.0008816963,0.00027462875,0.003273657],"category_scores_gemma":[0.004580247,0.000122055986,0.00020392028,0.00016624165,0.00027105102,0.000035833258,0.00062826835,0.0016658079,0.000019083882],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00019760804,0.000014874467,0.034985192,0.00018251575,0.0005868958,0.000005227886,0.00053679687,0.0019691624,0.0000013163175,0.07182385,0.88935035,0.00034619565],"study_design_scores_gemma":[0.0012822724,0.0002706605,0.35231233,0.00058646733,0.00003302075,0.000002846114,0.006515626,0.0005078525,0.000013737271,0.38702232,0.2509623,0.0004905913],"about_ca_topic_score_codex":0.9972743,"about_ca_topic_score_gemma":0.99831533,"teacher_disagreement_score":0.7311925,"about_ca_system_score_codex":0.010821273,"about_ca_system_score_gemma":0.08027553,"threshold_uncertainty_score":0.9995649},"labels":[],"label_agreement":null},{"id":"W3188168891","doi":"10.3368/jhr.0617-8889r1","title":"Wages, Skills, and Skill-Biased Technical Change","year":2021,"lang":"en","type":"article","venue":"The Journal of Human Resources","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Economics; Political science; Sociology","score_opus":0.06850316248019322,"score_gpt":0.40369824082926137,"score_spread":0.33519507834906814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188168891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97682714,0.0061685266,0.0000032551986,0.01358538,0.00016790585,0.00014054365,0.000003429348,0.000021590176,0.0030822207],"genre_scores_gemma":[0.99167496,0.001659384,0.00003471971,0.0015115436,0.0009823499,0.0000054073157,0.0000013942363,0.000016417074,0.0041138427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984067,0.0005490044,0.00044800856,0.000080528764,0.00026601044,0.00024976392],"domain_scores_gemma":[0.99863625,0.00058400596,0.0003421995,0.0001779464,0.0001798433,0.00007977527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010959767,0.00010789578,0.00027639157,0.00006531231,0.0011317693,0.0000116573465,0.00019040128,0.00007705932,0.00026851945],"category_scores_gemma":[0.000179363,0.000060711514,0.00006734584,0.00010009478,0.00013989166,0.00006954421,0.00022288723,0.00059632363,0.000011956597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025245568,0.00086645957,0.51355255,0.00050906837,0.00063444814,0.00047420216,0.20278433,0.0000016587788,0.013044085,0.0042910664,0.25433454,0.009255108],"study_design_scores_gemma":[0.0012134492,0.00033794588,0.78063095,0.0006435305,0.00017468508,0.000094931296,0.012095078,4.5128652e-7,0.0002336897,0.002197014,0.20222189,0.0001563757],"about_ca_topic_score_codex":0.000040398598,"about_ca_topic_score_gemma":0.00024143788,"teacher_disagreement_score":0.2670784,"about_ca_system_score_codex":0.000031435688,"about_ca_system_score_gemma":0.000026709165,"threshold_uncertainty_score":0.87047684},"labels":[],"label_agreement":null},{"id":"W3188748814","doi":"10.1016/j.pmedr.2021.101502","title":"Labor unions and health: A literature review of pathways and outcomes in the workplace","year":2021,"lang":"en","type":"review","venue":"Preventive Medicine Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overtime; Inequality; Social determinants of health; Economic inequality; Occupational safety and health; Health care; Demographic economics; Public economics; Political science; Labour economics; Economics; Economic growth; Law","score_opus":0.11910154228863339,"score_gpt":0.4946861086919901,"score_spread":0.3755845664033567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188748814","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012564794,0.9770623,0.0000029740074,0.018065065,0.00040842575,0.003412427,0.000045002726,0.000015642721,0.000975631],"genre_scores_gemma":[0.000011465634,0.99514645,0.00002330333,0.0019290098,0.00016464251,0.0006258054,0.00023246255,0.00002624465,0.0018405959],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.994274,0.0025371467,0.0020147632,0.00047306746,0.00036278056,0.00033824152],"domain_scores_gemma":[0.9959264,0.0014263568,0.0017981959,0.00052889105,0.00022798427,0.00009220428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005200991,0.00038929327,0.0034529397,0.00016784115,0.00026999152,0.000004321698,0.00010618306,0.00018218398,0.00005337493],"category_scores_gemma":[0.001583356,0.0001924458,0.00017536519,0.0007775909,0.00015219931,0.000045883942,0.0002631225,0.0010363183,5.561212e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012545495,0.000083586725,0.027598677,0.56099397,0.0003036789,0.0006366025,0.008984557,9.885551e-10,1.6224382e-8,0.0012719122,0.034575775,0.36554995],"study_design_scores_gemma":[0.000097456825,0.00004218959,0.004336867,0.46691072,0.00030405205,0.000100589124,0.0005782876,6.388529e-9,2.1613238e-9,0.00014016945,0.52740854,0.00008112799],"about_ca_topic_score_codex":0.00010526843,"about_ca_topic_score_gemma":0.00012764397,"teacher_disagreement_score":0.49283275,"about_ca_system_score_codex":0.00006891972,"about_ca_system_score_gemma":0.0004925072,"threshold_uncertainty_score":0.7847712},"labels":[],"label_agreement":null},{"id":"W3190385335","doi":"10.32721/ctj.2021.69.2.pf.cui","title":"Policy Forum: Non-Standard Employment and Canada's Initial Pandemic Response","year":2021,"lang":"en","type":"article","venue":"Canadian Tax Journal/Revue fiscale canadienne","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Coronavirus disease 2019 (COVID-19); Pandemic; Humanities; Work (physics); Welfare economics; Economics; Art; Engineering; Medicine","score_opus":0.028070997134427074,"score_gpt":0.3236700627772822,"score_spread":0.29559906564285515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190385335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7444662,0.0007844238,0.000035881185,0.24588889,0.002160042,0.0004331587,0.0014880411,0.000029094348,0.004714291],"genre_scores_gemma":[0.9049302,0.00065125176,0.00011933347,0.0134681985,0.0023583265,0.00010018776,0.00007773109,0.00011453421,0.07818024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954315,0.0006456301,0.00084320526,0.00048452153,0.0002526829,0.0023424497],"domain_scores_gemma":[0.9945492,0.0004961089,0.0003115017,0.0004538405,0.00065566157,0.0035337019],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011030999,0.0003924646,0.0006528516,0.0005151002,0.0029105148,0.00006606529,0.00031061488,0.00030054458,0.0007093598],"category_scores_gemma":[0.0015415897,0.0004053788,0.00011276643,0.00046830362,0.0001303,0.00016140431,0.00014503751,0.0014099651,0.00001796774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002742199,0.000010654603,0.3379315,0.00010385058,0.00021734323,0.0043982505,0.004600693,0.0000073100723,0.00012426951,0.0005936352,0.64488494,0.006853328],"study_design_scores_gemma":[0.0017155617,0.0001732924,0.14125401,0.0004748862,0.00007122999,0.00080883835,0.008872854,0.000008938216,0.000035005174,0.0011928291,0.84483546,0.00055709906],"about_ca_topic_score_codex":0.98967373,"about_ca_topic_score_gemma":0.99997425,"teacher_disagreement_score":0.23242068,"about_ca_system_score_codex":0.006457398,"about_ca_system_score_gemma":0.023598555,"threshold_uncertainty_score":0.9998398},"labels":[],"label_agreement":null},{"id":"W3192550546","doi":"10.13140/rg.2.2.33583.46248/1","title":"The socio-economic impact of Brexit on India, Pakistan and Sri Lanka in times of Corona","year":2021,"lang":"en","type":"preprint","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brexit; Political science; Geography; European union; Economy; Development economics; International trade; Economics","score_opus":0.03339886951301407,"score_gpt":0.3419003915185199,"score_spread":0.30850152200550585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192550546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360947,0.0016741924,0.000013628755,0.0064572725,0.0010142713,0.0010438336,0.00027896927,0.00007505423,0.05334808],"genre_scores_gemma":[0.9974094,0.0013729365,0.00013896727,0.00006452025,0.00029595336,0.00029371606,0.00021968597,0.000042192445,0.00016262868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9959849,0.000819335,0.001379176,0.000669807,0.0004816732,0.0006650763],"domain_scores_gemma":[0.9964081,0.0011743644,0.0011594192,0.0006947317,0.00036086608,0.00020252373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010666252,0.0004971434,0.0009696785,0.00034119174,0.0007990945,0.0000601603,0.00053954945,0.00081913394,0.000086563254],"category_scores_gemma":[0.00034930822,0.0003834003,0.00035668368,0.00020937546,0.00007938671,0.00012821963,0.000981014,0.0015243543,0.000004498902],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006787467,0.00041933678,0.11088131,0.000989113,0.00092465914,0.000058982067,0.028782466,0.0004030166,0.00022840117,0.8545832,0.0007753675,0.0012754017],"study_design_scores_gemma":[0.0050892667,0.0005127847,0.80726016,0.0044758026,0.0002826166,0.0000774421,0.022831636,0.00018012288,0.0002493202,0.008638541,0.14906155,0.001340779],"about_ca_topic_score_codex":0.00009375316,"about_ca_topic_score_gemma":0.0016021787,"teacher_disagreement_score":0.84594464,"about_ca_system_score_codex":0.002062278,"about_ca_system_score_gemma":0.003014221,"threshold_uncertainty_score":0.9998618},"labels":[],"label_agreement":null},{"id":"W3193294606","doi":"10.1177/0160449x211039136","title":"Book Review: <i>The Great American Workforce: A Student’s Guide to Work and the Economy</i> by Garrison Moore and Robert Bowman","year":2021,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Workforce; Work (physics); Sociology; Management; Political science; Engineering; Economics; Mechanical engineering; Law","score_opus":0.02152120654658563,"score_gpt":0.4060603487344967,"score_spread":0.3845391421879111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193294606","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011814713,0.6292907,0.000008786288,0.35586542,0.0003542527,0.00058732985,0.000009049546,0.000019388875,0.002050366],"genre_scores_gemma":[0.0017707399,0.7142328,0.000058585483,0.23656881,0.00060078956,0.00027220492,0.0000023100624,0.000030348116,0.046463385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973571,0.00079428713,0.00072768953,0.00030516315,0.00024920746,0.0005665772],"domain_scores_gemma":[0.99776906,0.0009163953,0.0003801748,0.00031107987,0.00044589696,0.00017739355],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001220977,0.00028097446,0.00078645884,0.000029291106,0.0032518979,0.00006783886,0.00023291528,0.000039170827,0.00012285881],"category_scores_gemma":[0.00045135003,0.00014291533,0.00009389646,0.0003670828,0.0004735908,0.00010442439,0.0007110362,0.00072397187,0.000014631096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006370879,0.000012311561,0.09233403,0.00010305319,0.0004180028,0.000013518983,0.007183341,4.975543e-7,6.8486196e-7,0.00023381843,0.8955733,0.0040636878],"study_design_scores_gemma":[0.0011407682,0.00007045914,0.014916259,0.0014113903,0.00023950687,0.000015982996,0.014966266,2.9100934e-7,0.0000015800165,0.000104820545,0.96696633,0.00016632004],"about_ca_topic_score_codex":0.000044959426,"about_ca_topic_score_gemma":0.00031198037,"teacher_disagreement_score":0.11929662,"about_ca_system_score_codex":0.000108131855,"about_ca_system_score_gemma":0.000062738,"threshold_uncertainty_score":0.99804574},"labels":[],"label_agreement":null},{"id":"W3194435853","doi":"10.3390/su13179536","title":"Remittance Flows from Healthcare Workers in Toronto, Canada","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remittance; Immigration; Health care; Demographic economics; Business; Multiculturalism; Work (physics); Variety (cybernetics); Economic growth; Political science; Economics; Engineering","score_opus":0.0207527856603267,"score_gpt":0.3859322619757404,"score_spread":0.3651794763154137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194435853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92044973,0.004280666,0.000008050836,0.06734713,0.00091082184,0.00062489545,0.000055939705,0.0000535032,0.0062692473],"genre_scores_gemma":[0.99363947,0.0000802764,0.00007245056,0.0015936706,0.00019188496,0.00015874597,0.000041629868,0.000014429097,0.0042074164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973929,0.0007405064,0.0004918384,0.00044227572,0.00024451886,0.000687993],"domain_scores_gemma":[0.997872,0.0005183501,0.000083307445,0.000528292,0.00086558185,0.00013244776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004509555,0.0001515289,0.00033115296,0.000011065725,0.0004760754,0.0000044791195,0.00012886438,0.0001265585,0.0009982293],"category_scores_gemma":[0.0015445307,0.00014668019,0.000044345965,0.00021027625,0.000036099238,0.00010256544,0.0001939628,0.00043368255,0.000003856658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000045198893,0.000028953247,0.9785885,0.0002652073,0.000012193592,0.000069986774,0.002297623,0.0000034965344,0.0000015399021,0.0009905065,0.015375692,0.0023210633],"study_design_scores_gemma":[0.00038122386,0.000009197797,0.84694207,0.00008367639,0.000004510076,7.8058534e-8,0.09349311,0.000007974436,0.0000048002657,0.006542941,0.05239856,0.00013184395],"about_ca_topic_score_codex":0.9939205,"about_ca_topic_score_gemma":0.9996855,"teacher_disagreement_score":0.13164645,"about_ca_system_score_codex":0.013775283,"about_ca_system_score_gemma":0.00907557,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W3195029453","doi":"10.5271/sjweh.3978","title":"Low-quality employment trajectories and risk of common mental disorders, substance use disorders and suicide attempt: a longitudinal study of the Swedish workforce","year":2021,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Workforce; Substance use; Quality (philosophy); Psychiatry; Medicine; Occupational safety and health; Human factors and ergonomics; Mental health; Longitudinal study; Poison control; Environmental health; Psychology; Clinical psychology","score_opus":0.05727686094212444,"score_gpt":0.3652656098286999,"score_spread":0.30798874888657546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195029453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879969,0.007280781,0.00005300016,0.0031218433,0.00041509126,0.0010350418,0.000067131,0.000006517876,0.000023722092],"genre_scores_gemma":[0.9711082,0.028387167,0.00009274757,0.00008465896,0.00006390404,0.000019872268,0.0000051875722,0.000027083093,0.00021118042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99526834,0.0016794213,0.0015316486,0.00032369205,0.00069678173,0.0005000998],"domain_scores_gemma":[0.9968007,0.00058329204,0.0019506975,0.00039402317,0.000045424866,0.00022584823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014578099,0.0002897288,0.0008934943,0.00007212182,0.0010755785,0.000014368742,0.00019396923,0.00006933983,0.000054507193],"category_scores_gemma":[0.00006797904,0.0002098788,0.00014554334,0.0002809154,0.00040306873,0.00019222539,0.00022631364,0.00068673515,5.086896e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039339793,0.00094075315,0.97645766,0.0001724796,0.00027787223,0.0000027284464,0.016512953,0.000024650184,0.00001007602,0.00005515886,0.00036872443,0.0047835205],"study_design_scores_gemma":[0.0025669306,0.00085948216,0.9760623,0.0011094834,0.00013987029,0.0000030121535,0.01837566,5.9530134e-7,0.000016960596,0.00031196084,0.00039111334,0.00016264159],"about_ca_topic_score_codex":0.0014593335,"about_ca_topic_score_gemma":0.011739832,"teacher_disagreement_score":0.021106385,"about_ca_system_score_codex":0.00026650043,"about_ca_system_score_gemma":0.00009990926,"threshold_uncertainty_score":0.8558609},"labels":[],"label_agreement":null},{"id":"W3195527437","doi":"","title":"Evaluation de l'impact de la générosité des prestations sur la demande de congés parentaux au Québec","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics","score_opus":0.04491322780572779,"score_gpt":0.366924917657951,"score_spread":0.32201168985222317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195527437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.864509,0.006187377,0.05625422,0.019791912,0.00030357004,0.001330744,0.00019204376,0.00024428836,0.051186875],"genre_scores_gemma":[0.96676046,0.0045167813,0.011841135,0.00021039789,0.00009693848,0.0007424012,0.00089902873,0.00010620968,0.014826639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9288258,0.0672579,0.0010336578,0.00087513466,0.00081592274,0.0011916073],"domain_scores_gemma":[0.9747372,0.016689967,0.00089241326,0.0016977027,0.005391069,0.00059162953],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03282496,0.00060176913,0.0006834585,0.00021675696,0.0028338023,0.0004548958,0.0009787412,0.0008814092,0.0011522326],"category_scores_gemma":[0.0176316,0.00065820006,0.00045392168,0.00050493574,0.0010277117,0.00035134342,0.0013304126,0.0017545762,0.00005914888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035033176,0.0012319288,0.7420179,0.00060382334,0.0005858992,0.000015007942,0.18720067,0.0015056449,0.0013315639,0.015922386,0.0041222214,0.045427904],"study_design_scores_gemma":[0.0015795472,0.0000021976593,0.9440509,0.0063892263,0.0007248916,0.000032411484,0.0052971556,0.020319734,0.0027773113,0.007980101,0.01017912,0.0006673941],"about_ca_topic_score_codex":0.40402597,"about_ca_topic_score_gemma":0.57590014,"teacher_disagreement_score":0.202033,"about_ca_system_score_codex":0.004888202,"about_ca_system_score_gemma":0.015819741,"threshold_uncertainty_score":0.99976087},"labels":[],"label_agreement":null},{"id":"W3196360648","doi":"10.1332/239788221x16274947510507","title":"“I don’t care if they call me black”: the impact of organisation and racism in Canadian and Swedish nursing homes","year":2021,"lang":"en","type":"article","venue":"International Journal of Care and Caring","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Racism; Staffing; Nursing; Welfare; Sociology; Nursing homes; Economic shortage; Work (physics); Medicine; Political science; Gender studies","score_opus":0.018156871528902434,"score_gpt":0.3833140165175974,"score_spread":0.36515714498869495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196360648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904599,0.004640753,0.0000048639995,0.0020607507,0.0002840339,0.00006384471,0.000018415805,0.0000018329729,0.0024655943],"genre_scores_gemma":[0.9982286,0.001434529,0.000015772142,0.00008088297,0.00019561924,0.00000101745,0.000006176314,0.000006438588,0.00003098226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992868,0.00007821794,0.00025853887,0.000072701,0.0001702755,0.00013346717],"domain_scores_gemma":[0.9991015,0.00012762295,0.00014024042,0.000041617648,0.00051418954,0.00007480977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015971757,0.00007031613,0.00015441532,0.00011325775,0.00015058237,0.000025186566,0.00006668019,0.000043570537,0.000019225225],"category_scores_gemma":[0.00008136935,0.000048176367,0.000039381153,0.000034553614,0.000048239268,0.00012774409,0.00004801358,0.00021480306,1.6440322e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002594489,0.00000406765,0.87186795,0.00003559212,0.00009008381,0.000030299134,0.11593969,0.00002408484,0.00021130372,0.00027978033,0.00014879041,0.011342431],"study_design_scores_gemma":[0.00055059243,0.000059168426,0.8874141,0.00062118494,0.000030445864,0.000032707965,0.110262066,0.000016463027,0.00007052928,0.00062366284,0.00026503296,0.00005405482],"about_ca_topic_score_codex":0.04140517,"about_ca_topic_score_gemma":0.13473603,"teacher_disagreement_score":0.09333086,"about_ca_system_score_codex":0.00032200973,"about_ca_system_score_gemma":0.00036643076,"threshold_uncertainty_score":0.9649782},"labels":[],"label_agreement":null},{"id":"W3197069714","doi":"10.32920/29156114.v1","title":"Do Trade Unions Promote Age Diversity and Intergenerational Solidarity in the Workplace? A View from Canada and Israel","year":2025,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Solidarity; Diversity (politics); Demographic economics; Political science; Labour economics; Geography; Economic geography; Economics; Law; Politics","score_opus":0.04652991386468432,"score_gpt":0.34702840396616713,"score_spread":0.30049849010148283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197069714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94468474,0.00061324803,0.00004155027,0.046732623,0.0001940591,0.0003739889,0.000042212323,0.000012490533,0.0073050964],"genre_scores_gemma":[0.99298054,0.00018168877,0.00004531566,0.005124153,0.0000375614,0.000024424704,0.000015555328,0.0000020104087,0.0015887726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920857,0.00023645321,0.00015412284,0.00014908839,0.000098728866,0.00015305856],"domain_scores_gemma":[0.9995403,0.00029697496,0.000025244291,0.00009334435,0.000013754488,0.00003033648],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00024779094,0.00007863881,0.00013035112,0.000026594887,0.0016530894,0.000009732237,0.000082537794,0.000046740708,0.00006629282],"category_scores_gemma":[0.000037205362,0.000051031082,0.000010825885,0.0001058357,0.000045762346,0.000042316533,0.00047695552,0.0002383836,5.125073e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012424508,0.000022598011,0.9365209,0.00003808038,0.000035212906,0.0000062087342,0.0077904942,1.8505675e-7,0.000007158463,0.017482808,0.037416108,0.00066787156],"study_design_scores_gemma":[0.0004277186,0.000007962254,0.9678592,0.000116822426,0.000020834346,1.204423e-7,0.0050407555,0.000022895836,0.0000020830782,0.004594614,0.021842415,0.00006457013],"about_ca_topic_score_codex":0.69163024,"about_ca_topic_score_gemma":0.9819029,"teacher_disagreement_score":0.2902726,"about_ca_system_score_codex":0.000062041225,"about_ca_system_score_gemma":0.00014671675,"threshold_uncertainty_score":0.9996466},"labels":[],"label_agreement":null},{"id":"W3197498649","doi":"10.3138/cpp.2021-069","title":"Survey Non-Response in COVID-19 Times: The Case of the Labour Force Survey","year":2022,"lang":"en","type":"preprint","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Salary; Coronavirus disease 2019 (COVID-19); Attrition; Demographic economics; Survey data collection; Pandemic; Shock (circulatory); Labour economics; Business; Political science; Economics; Medicine; Statistics; Law","score_opus":0.12870494515139816,"score_gpt":0.4397965409017464,"score_spread":0.3110915957503483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197498649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8188808,0.0004515767,0.0000033795995,0.15655655,0.0012615,0.0022994422,0.01595309,0.000036467336,0.0045571974],"genre_scores_gemma":[0.9551984,0.00009993152,0.0000012614889,0.021000208,0.00025268816,0.0007152867,0.0003666308,0.00006564818,0.022299925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98324263,0.013670135,0.00087764725,0.000537161,0.00029492902,0.0013775236],"domain_scores_gemma":[0.99032956,0.006025767,0.0005731406,0.0017594419,0.00035459077,0.0009574686],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0147139765,0.00039747512,0.00063680066,0.0010339145,0.002608482,0.0000564313,0.0017158615,0.0004386737,0.0019498463],"category_scores_gemma":[0.026970586,0.00027450663,0.00017578836,0.0019212031,0.00033763977,0.00007981337,0.00224597,0.002378322,0.0000360228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00016777351,0.000031859032,0.79735863,0.0003291537,0.00015957367,0.00019717315,0.011113234,0.00007578613,5.977775e-7,0.010002831,0.18016969,0.00039369243],"study_design_scores_gemma":[0.0005033511,0.000023167539,0.84813035,0.000060533923,0.0000104688215,0.000009680589,0.0023700288,0.00002527512,1.2153397e-7,0.0010654456,0.14755243,0.0002491299],"about_ca_topic_score_codex":0.99513495,"about_ca_topic_score_gemma":0.9977152,"teacher_disagreement_score":0.13631761,"about_ca_system_score_codex":0.0054299333,"about_ca_system_score_gemma":0.07050867,"threshold_uncertainty_score":0.99997073},"labels":[],"label_agreement":null},{"id":"W3197781571","doi":"10.3390/bs11090119","title":"The Impact of Economic Recessions on Depression, Anxiety, and Trauma-Related Disorders and Illness Outcomes—A Scoping Review","year":2021,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Recession; PsycINFO; Anxiety; Mental health; Medicine; Depression (economics); Psychiatry; Psychology; MEDLINE; Political science; Economics","score_opus":0.09002205358265375,"score_gpt":0.5012892082030971,"score_spread":0.41126715462044333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197781571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97396445,0.019474253,4.186956e-7,0.003919334,0.00026933744,0.0005271782,0.000010532529,0.000019906072,0.0018146107],"genre_scores_gemma":[0.9514236,0.04810553,0.000013868689,0.00008271194,0.00001023449,0.000061419356,0.0000025137404,0.000005745537,0.0002943764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866897,0.00024931924,0.000386435,0.00026979623,0.00014265618,0.0002828458],"domain_scores_gemma":[0.99919534,0.00034767456,0.00019172038,0.0001532612,0.000034548022,0.00007747022],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00069694355,0.00012409252,0.00028335582,0.00003014962,0.0022936251,0.000018708606,0.00013444928,0.000056597342,0.0001464649],"category_scores_gemma":[0.000086441585,0.00006270825,0.00006837638,0.00017644167,0.00039224347,0.00013536986,0.00018820052,0.0001579948,0.0000047269928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036683577,0.000026323534,0.95211613,0.00010979149,0.000006628412,2.9891757e-7,0.0005080918,0.0000018391856,0.000020230864,0.00016004249,0.0006352083,0.04641172],"study_design_scores_gemma":[0.00034997775,0.00010707209,0.9874893,0.008949885,0.00004340055,0.000001385861,0.0018911076,0.000007837084,0.000026055592,0.0007213786,0.00026214245,0.00015045328],"about_ca_topic_score_codex":0.00091612287,"about_ca_topic_score_gemma":0.0020590755,"teacher_disagreement_score":0.046261266,"about_ca_system_score_codex":0.00003157081,"about_ca_system_score_gemma":0.00016455876,"threshold_uncertainty_score":0.99900526},"labels":[],"label_agreement":null},{"id":"W3198959473","doi":"10.1108/edi-01-2021-0018","title":"Migrant workers in precarious employment","year":2021,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Precarity; Intersectionality; Precarious work; Originality; Sociology; Migrant workers; Hospitality; Political science; Ethnic group; Demographic economics; Gender studies; Economic growth; Work (physics); Qualitative research; Tourism; Social science; Economics","score_opus":0.09863686254852087,"score_gpt":0.4229363647997542,"score_spread":0.32429950225123333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198959473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982791,0.00024347406,0.00018364572,0.011960261,0.0014704718,0.00009828458,0.000019898338,0.000023445937,0.0032095145],"genre_scores_gemma":[0.99332845,0.00047662278,0.0001305473,0.0033987742,0.00031864533,0.000002265449,0.000021905811,0.000005252627,0.0023175054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792737,0.0006149274,0.0003759033,0.00020250402,0.0006409851,0.00023832069],"domain_scores_gemma":[0.9990912,0.00013376947,0.00015614898,0.000098380115,0.00037186348,0.00014864231],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011664967,0.00010495592,0.0001744406,0.000124505,0.006956746,0.000025307592,0.00030746654,0.000094063886,0.00073112536],"category_scores_gemma":[0.00014042409,0.00009571479,0.00006404708,0.00009138337,0.000053948177,0.00039135435,0.015399364,0.00053383433,0.000013162286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014404238,0.00016340493,0.90599376,0.000008497427,0.00006289044,0.00012713346,0.087097645,0.000005478008,0.000048814698,0.000960553,0.0015268149,0.003860972],"study_design_scores_gemma":[0.0019953935,0.00006381828,0.9150729,0.0002233992,0.000016818914,0.00001831982,0.011856971,0.0000420418,0.000016514019,0.006134919,0.064399675,0.00015918836],"about_ca_topic_score_codex":0.0027114942,"about_ca_topic_score_gemma":0.0039786533,"teacher_disagreement_score":0.07524067,"about_ca_system_score_codex":0.0003092442,"about_ca_system_score_gemma":0.00012953562,"threshold_uncertainty_score":0.99433607},"labels":[],"label_agreement":null},{"id":"W3199203280","doi":"10.1111/ilr.12332","title":"Impacts of the COVID‐19 pandemic and unpaid care work on informal workers' livelihoods","year":2021,"lang":"en","type":"article","venue":"International Labour Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Livelihood; Recession; Informal sector; Work (physics); Pandemic; General partnership; Economic growth; Coronavirus disease 2019 (COVID-19); Unpaid work; Care work; Precarious work; Economics; Business; Labour economics; Agriculture; Geography; Finance","score_opus":0.06695380652667364,"score_gpt":0.4312521912645013,"score_spread":0.36429838473782766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199203280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5996301,0.30045754,0.000014751902,0.06431127,0.0020668085,0.001188816,0.00022221822,0.000074236326,0.032034237],"genre_scores_gemma":[0.8701733,0.09747466,0.000046580833,0.027016895,0.00021203606,0.00007064694,0.00003830726,0.0000124499375,0.00495518],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988116,0.00022598721,0.00039554224,0.00012966226,0.00027096688,0.00016625268],"domain_scores_gemma":[0.9988288,0.0003502495,0.00022915042,0.00017709246,0.00033309264,0.00008156969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034701754,0.00010755574,0.00023112733,0.000027421684,0.00024968738,0.000006404932,0.00018032212,0.000055908724,0.000711402],"category_scores_gemma":[0.0011577874,0.00006719215,0.000086711276,0.00019467337,0.000045920162,0.00006120432,0.00026572752,0.00028258597,0.000046052057],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019712865,0.0000123699965,0.97346765,0.0017882562,0.000071158385,0.0000025845447,0.0014343767,7.8599226e-7,0.0000025754732,0.0059350827,0.0103980135,0.006867434],"study_design_scores_gemma":[0.0003189611,0.000016018104,0.34588116,0.007502822,0.000030004992,0.0000036026165,0.000695965,1.2874088e-7,0.0000038124997,0.00016556203,0.6453134,0.00006859442],"about_ca_topic_score_codex":0.00011581934,"about_ca_topic_score_gemma":0.0002573744,"teacher_disagreement_score":0.63491535,"about_ca_system_score_codex":0.00010185807,"about_ca_system_score_gemma":0.00030195716,"threshold_uncertainty_score":0.77893525},"labels":[],"label_agreement":null},{"id":"W3199294568","doi":"10.7202/1080884ar","title":"Le projet collectif d’orientation comme modalité d’intervention pour l’insertion sociale et professionnelle","year":2021,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.10755925765748316,"score_gpt":0.424835220178072,"score_spread":0.3172759625205889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199294568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48230574,0.009420663,0.0037212302,0.4517704,0.006290976,0.0028783977,0.00029933715,0.0004540367,0.042859223],"genre_scores_gemma":[0.8099399,0.0033959446,0.0024872073,0.0031312394,0.0015310021,0.0005721979,0.00070205133,0.00011597376,0.17812447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98921984,0.0073198155,0.001317147,0.0007243675,0.0005552672,0.00086354703],"domain_scores_gemma":[0.99606055,0.0010341862,0.00090366765,0.0003400671,0.0015028426,0.00015871182],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020129813,0.0004975957,0.00073775655,0.00013840561,0.0032359874,0.00013365044,0.00021723464,0.0010566853,0.0010226185],"category_scores_gemma":[0.0010403695,0.00055640406,0.00042343012,0.0006659563,0.0004338991,0.0007587657,0.0004378506,0.0011725799,0.00026372404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017189291,0.002385041,0.013523887,0.0018102862,0.00039260564,0.000028039307,0.13012075,0.000005077718,0.001317858,0.62048644,0.22361936,0.0061387853],"study_design_scores_gemma":[0.0062060407,0.0004803981,0.040567193,0.004499303,0.00041517272,0.000009542797,0.61892945,0.00023728782,0.0046485486,0.14389412,0.17879479,0.0013181502],"about_ca_topic_score_codex":0.0056516253,"about_ca_topic_score_gemma":0.04969389,"teacher_disagreement_score":0.48880872,"about_ca_system_score_codex":0.00079524686,"about_ca_system_score_gemma":0.015180664,"threshold_uncertainty_score":0.99989057},"labels":[],"label_agreement":null},{"id":"W3199311952","doi":"10.1108/978-1-80117-165-620211005","title":"Canadian Federalism in the Pandemic","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Federalism; Pandemic; Enforcement; Government (linguistics); Business; Coronavirus disease 2019 (COVID-19); Competition (biology); Political science; Politics; Medicine","score_opus":0.10910298385600228,"score_gpt":0.3932588197425115,"score_spread":0.28415583588650917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199311952","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013980531,0.0010466803,5.184111e-7,0.033346318,0.00051822804,0.0004862809,0.000025544598,0.000031786883,0.9644048],"genre_scores_gemma":[0.00462555,0.0011924733,0.000004784708,0.019468581,0.00041802425,0.000060244933,0.00009018555,0.000028253144,0.9741119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881834,0.00009672768,0.00031883,0.00020768178,0.0001618431,0.00039659615],"domain_scores_gemma":[0.9992448,0.00027391058,0.00006834647,0.0002692372,0.00006679228,0.000076918404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003553124,0.0001877238,0.00027912285,0.00010689901,0.0007260975,0.0000102815175,0.00018198088,0.00038549755,0.008446835],"category_scores_gemma":[0.000024216093,0.0001164979,0.00007287769,0.000022894948,0.000025932553,0.000019359839,0.00007426704,0.0010241929,0.0006265886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014935474,0.0000018517235,0.022740806,0.00004301462,0.000035365974,0.00005799208,0.0027957682,2.921792e-8,1.2407175e-7,0.59808946,0.37539473,0.00083933555],"study_design_scores_gemma":[0.00013861376,0.0000067180313,0.0044410247,0.00024545199,0.000015140832,9.58727e-7,0.0013784042,1.5261973e-7,1.4456943e-8,0.014234028,0.97939646,0.00014302961],"about_ca_topic_score_codex":0.35889,"about_ca_topic_score_gemma":0.9855715,"teacher_disagreement_score":0.62668157,"about_ca_system_score_codex":0.00033846247,"about_ca_system_score_gemma":0.0007147021,"threshold_uncertainty_score":0.9924596},"labels":[],"label_agreement":null},{"id":"W3200342591","doi":"10.33915/etd.6621","title":"Three Essays on Trade and Local Labor Markets","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offshoring; Earnings; Competition (biology); Wage; Liberian dollar; China; Economics; Labour economics; Consumption (sociology); Demographic economics; Business; Outsourcing; Political science","score_opus":0.04784971263860431,"score_gpt":0.40930881139045117,"score_spread":0.36145909875184684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200342591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07694718,0.0009085518,0.000023846285,0.0065624285,0.002278116,0.0008818455,0.00006060435,0.00013541045,0.912202],"genre_scores_gemma":[0.45322868,0.0015964787,0.00003774918,0.0015938041,0.00084277854,0.0003756184,0.0007032439,0.000100305275,0.5415213],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987609,0.00007537189,0.00028445458,0.00032121487,0.00021262169,0.000345459],"domain_scores_gemma":[0.9990469,0.00027476955,0.00022315275,0.0003201832,0.000052640564,0.00008234181],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023811235,0.00025913652,0.00037779027,0.0000728822,0.0014943951,0.000014081653,0.0001532842,0.00045121272,0.0010701643],"category_scores_gemma":[0.00009028371,0.00019062031,0.00005143526,0.00002627257,0.000050987677,0.000052300027,0.000030648054,0.00063746114,0.00016196321],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009359368,0.00011094138,0.089462385,0.0020435676,0.00030533865,0.000026284923,0.0059856656,5.1996068e-8,0.000017656404,0.06133156,0.6297706,0.21001007],"study_design_scores_gemma":[0.0007194193,0.000086370135,0.8747903,0.00089418725,0.00007259978,1.3898305e-7,0.004284641,0.0000055390688,0.000015954363,0.0049826726,0.1138588,0.00028934356],"about_ca_topic_score_codex":0.00037166371,"about_ca_topic_score_gemma":0.017847843,"teacher_disagreement_score":0.785328,"about_ca_system_score_codex":0.000041772662,"about_ca_system_score_gemma":0.00010679942,"threshold_uncertainty_score":0.999843},"labels":[],"label_agreement":null},{"id":"W3200571739","doi":"10.1002/soej.12534","title":"Macroeconomic shocks and racial labor market differences","year":2021,"lang":"en","type":"article","venue":"Southern Economic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Economics; Business cycle; Recession; Vector autoregression; Structural vector autoregression; Supply shock; Inequality; Monetary economics; Monetary policy; Labour economics; Macroeconomics","score_opus":0.028073335115176182,"score_gpt":0.33677252790050294,"score_spread":0.30869919278532676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200571739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97038865,0.0011759949,0.000012533591,0.006421055,0.0017161379,0.00010393989,0.00013279497,0.000028507862,0.020020403],"genre_scores_gemma":[0.96059406,0.0009534431,0.00007715283,0.0009570954,0.0018449867,0.000014934172,0.0000039787296,0.000031100968,0.035523277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985925,0.00024665464,0.00048636057,0.00021468788,0.000045606226,0.00041422233],"domain_scores_gemma":[0.99923337,0.00019845834,0.0002473257,0.00012625563,0.000050562776,0.00014405786],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047147233,0.000152399,0.0003219188,0.000053028987,0.0010226159,0.00005387916,0.00011901928,0.000101236576,0.012210086],"category_scores_gemma":[0.000045068384,0.00013062808,0.00007726017,0.000019921368,0.000076706005,0.000111296584,0.0001523101,0.00049203914,0.00083097315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053182746,0.000011605731,0.97611344,0.000019054993,0.00013600879,0.00001870039,0.008275068,6.35853e-7,0.00002270006,0.0007019921,0.010724997,0.003922596],"study_design_scores_gemma":[0.0031424386,0.00007305541,0.79525626,0.0001624658,0.00009190171,0.00011603097,0.065355785,0.00009016827,0.000018034025,0.023578355,0.11160595,0.00050958694],"about_ca_topic_score_codex":0.00007216401,"about_ca_topic_score_gemma":0.001466118,"teacher_disagreement_score":0.18085723,"about_ca_system_score_codex":0.00014268643,"about_ca_system_score_gemma":0.0003856166,"threshold_uncertainty_score":0.999947},"labels":[],"label_agreement":null},{"id":"W3200608373","doi":"10.1080/23774657.2021.1978906","title":"Suffering in Silence: Work and Mental Health Experiences among Provincial Correctional Workers in Canada","year":2021,"lang":"en","type":"article","venue":"Corrections","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mental health; Psychology; Anxiety; Silence; Psychiatry","score_opus":0.02404274334451869,"score_gpt":0.33527919568983,"score_spread":0.31123645234531133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200608373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884397,0.0005236102,0.000016465883,0.0021782117,0.0066865697,0.0003622307,0.000008847895,0.000029389155,0.0017549732],"genre_scores_gemma":[0.9968396,0.00011021838,0.000019582407,0.00027941167,0.00012727368,0.00040185553,0.0000135678265,0.00000919602,0.002199309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861616,0.00020990081,0.00035399094,0.00026038775,0.00016027421,0.0003993077],"domain_scores_gemma":[0.99949604,0.0002067875,0.00008012502,0.00008198363,0.00004233851,0.00009273664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017648823,0.00011050366,0.00020329961,0.0000917393,0.0009101837,0.000008864152,0.000047970378,0.000047374182,0.00029860015],"category_scores_gemma":[0.00011164776,0.000113177935,0.000018716237,0.00061069784,0.00006052092,0.00010129712,0.00009673316,0.00041416343,0.00000245258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017165505,0.000024193523,0.95552534,0.000017764178,0.000004538531,0.0000065325876,0.028223509,0.000024028017,0.0000014608582,0.000014625794,0.013956576,0.0021842613],"study_design_scores_gemma":[0.00022395581,0.000011974048,0.6841046,0.00020711581,9.1574304e-7,9.818826e-7,0.31338596,0.000034008168,0.000003941544,0.000006601563,0.0019410532,0.00007885694],"about_ca_topic_score_codex":0.86958635,"about_ca_topic_score_gemma":0.99562484,"teacher_disagreement_score":0.28516245,"about_ca_system_score_codex":0.0012009671,"about_ca_system_score_gemma":0.002766593,"threshold_uncertainty_score":0.7000489},"labels":[],"label_agreement":null},{"id":"W3200894234","doi":"10.1007/s42972-021-00036-z","title":"Examining the Early Impact of COVID-19 on Single-Parent TANF Caseloads: a Brief Analysis of New Jersey","year":2021,"lang":"en","type":"article","venue":"Journal of Policy Practice and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"State of New Jersey Department of Human Services; U.S. Department of Health and Human Services","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Demographic economics; Safety net; Single mothers; Demography; Work (physics); Psychology; Medicine; Economics; Sociology; Environmental health; Engineering; Developmental psychology","score_opus":0.4596348817162954,"score_gpt":0.6130156849233596,"score_spread":0.15338080320706415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200894234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93134546,0.0016086973,0.000029980743,0.060708106,0.000066732566,0.00017316538,0.000022950184,0.0000032385778,0.006041694],"genre_scores_gemma":[0.9942202,0.0025427202,0.00006524907,0.00077994756,0.0005183268,0.0000028864083,0.0000017644888,0.000011500809,0.001857437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99496275,0.0026665328,0.00078298704,0.0001482915,0.001009646,0.00042978968],"domain_scores_gemma":[0.98493993,0.0118812425,0.0009633282,0.00028655108,0.0015689902,0.00035998065],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005733923,0.00011244085,0.0005114061,0.00092155917,0.0006419299,0.000032617478,0.00019687704,0.00009933267,0.00021496591],"category_scores_gemma":[0.028687991,0.000064486856,0.0002229053,0.0020661145,0.00018629298,0.00025715271,0.00021527785,0.0011577061,0.0000031305995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00481889,0.0015827001,0.5640455,0.00062270294,0.01681878,0.0009538478,0.24897502,0.000482632,0.011349947,0.00675478,0.12932068,0.014274532],"study_design_scores_gemma":[0.004067601,0.0062790085,0.6573855,0.000769384,0.0026013993,0.00016966769,0.22934349,0.000048928992,0.00041446247,0.0010790202,0.0975808,0.00026073607],"about_ca_topic_score_codex":0.026839359,"about_ca_topic_score_gemma":0.0009190496,"teacher_disagreement_score":0.093340024,"about_ca_system_score_codex":0.00035543885,"about_ca_system_score_gemma":0.0041516237,"threshold_uncertainty_score":0.979641},"labels":[],"label_agreement":null},{"id":"W3201574931","doi":"","title":"Work-Ready Graduates: The Role of Co-op Programs in Labour Market Success","year":2020,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Wage; Demographic economics; Differential (mechanical device); Work (physics); Labour economics; Economics; Higher education; Psychology; Business; Economic growth","score_opus":0.10177066401989819,"score_gpt":0.3755698665455874,"score_spread":0.2737992025256892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201574931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7955973,0.0013907815,0.000010793946,0.18345553,0.0006896129,0.0017350556,0.00010210998,0.00012934525,0.016889483],"genre_scores_gemma":[0.97597146,0.00041242418,0.000070677466,0.02240931,0.00033805237,0.0003077204,0.00018808509,0.000026266101,0.00027599066],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979184,0.00037625254,0.0006132996,0.00027891528,0.0002757913,0.00053732994],"domain_scores_gemma":[0.99900126,0.00024563106,0.0002184659,0.0003262584,0.00007997174,0.00012841538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048314853,0.00023608346,0.0003985578,0.00006219997,0.00061838335,0.000014502196,0.0005356088,0.000096517535,0.00033043174],"category_scores_gemma":[0.00006346039,0.0001672539,0.00007506098,0.0004860888,0.00027182375,0.0002450516,0.0003841242,0.0006398495,0.00006209534],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001892316,0.00015731259,0.84750783,0.00014213298,0.000083788385,0.000013537221,0.0068340306,0.0000025909746,0.000018408542,0.0015093773,0.13426273,0.009279053],"study_design_scores_gemma":[0.0014782965,0.00013878815,0.14418282,0.00040621066,0.000037565173,3.977542e-7,0.011370215,0.000018198065,0.00008139244,0.0007016892,0.8413523,0.00023218125],"about_ca_topic_score_codex":0.0020847628,"about_ca_topic_score_gemma":0.0011564777,"teacher_disagreement_score":0.70708954,"about_ca_system_score_codex":0.00009445049,"about_ca_system_score_gemma":0.00007510841,"threshold_uncertainty_score":0.6820416},"labels":[],"label_agreement":null},{"id":"W3201826433","doi":"10.15173/glj.v12i3.4405","title":"Precarising Formality: Understanding Current Labour Developments in Chile","year":2021,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Formality; Precarity; Sociology; Context (archaeology); Informal sector; Political economy; Economics; Political science; Economic growth; Law; Gender studies; Geography","score_opus":0.1190925170100687,"score_gpt":0.4330328297591935,"score_spread":0.3139403127491248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201826433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95186913,0.0051034302,0.0013391067,0.0043170876,0.004796251,0.0002674699,0.00010398003,0.00006439198,0.032139156],"genre_scores_gemma":[0.9956654,0.0011388295,0.0005010503,0.0007821938,0.0005311608,0.00001097406,0.000012868701,0.000014335792,0.0013432199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974084,0.00044059538,0.0006948038,0.0002190006,0.00041539973,0.00082182395],"domain_scores_gemma":[0.99911326,0.000077415214,0.0002449196,0.00012702127,0.00024972556,0.00018765964],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00091107894,0.00018562545,0.00031189498,0.00007478553,0.0014505371,0.00006550111,0.00016055316,0.000111118046,0.00044769325],"category_scores_gemma":[0.00022368877,0.00016569246,0.00007570931,0.0005494555,0.00002791166,0.00029574442,0.000283807,0.0009134027,0.000101703976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003613616,0.00007559478,0.9172277,0.00011417059,0.00006602935,0.00009763315,0.0018788473,0.0000066721395,0.000011258315,0.069286615,0.0047105765,0.006488758],"study_design_scores_gemma":[0.0018345717,0.000020967034,0.79454803,0.00094392715,0.000018432036,0.000057893518,0.006138167,0.0000032497524,0.000013082555,0.037478026,0.15870239,0.00024127371],"about_ca_topic_score_codex":0.00007919221,"about_ca_topic_score_gemma":0.00096226216,"teacher_disagreement_score":0.1539918,"about_ca_system_score_codex":0.001697103,"about_ca_system_score_gemma":0.0008255974,"threshold_uncertainty_score":0.99984944},"labels":[],"label_agreement":null},{"id":"W3202297537","doi":"10.1007/s12134-021-00896-0","title":"Opportunity Costs: Underemployment and Mental Health Inequities Between Immigrant and Canadian-Born Labour Force Participants: A Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto; York University; St. Michael's Hospital","funders":"","keywords":"Underemployment; Unemployment; Immigration; Demography; Odds; Mental health; Context (archaeology); American Community Survey; Logistic regression; Demographic economics; Medicine; Psychology; Geography; Sociology; Economics; Population; Psychiatry; Economic growth","score_opus":0.08566661832572131,"score_gpt":0.42878087255786324,"score_spread":0.3431142542321419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202297537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94582456,0.0006479579,0.010656416,0.0392576,0.00079669605,0.0006180764,0.00035188597,0.00004110256,0.0018056737],"genre_scores_gemma":[0.9840559,0.004005213,0.0010693755,0.003980103,0.00059877353,0.00011467843,0.00054639584,0.00003283617,0.005596742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99541134,0.0013255359,0.0018445895,0.00040377348,0.0006227948,0.000391977],"domain_scores_gemma":[0.9951039,0.00095304317,0.001168318,0.00015168152,0.0021342402,0.0004888296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003609011,0.00033644878,0.0004938653,0.0006594403,0.00078480475,0.0004887762,0.00019787913,0.00021155189,0.0004515907],"category_scores_gemma":[0.002279963,0.0003081884,0.00011467272,0.00022869009,0.00016890533,0.0012368137,0.00009839192,0.0008557989,0.0000053619747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015947716,0.00022529684,0.9266452,0.000041107698,0.0002975263,0.000014154437,0.014971233,0.000030573767,0.0012675241,0.050389733,0.003956197,0.002001938],"study_design_scores_gemma":[0.001970074,0.0005703279,0.94719243,0.0004447606,0.000038557548,0.00020083728,0.019008294,0.0018484233,0.00030057924,0.0030616124,0.025093896,0.0002702158],"about_ca_topic_score_codex":0.039194327,"about_ca_topic_score_gemma":0.3863188,"teacher_disagreement_score":0.3471245,"about_ca_system_score_codex":0.0017158488,"about_ca_system_score_gemma":0.001575315,"threshold_uncertainty_score":0.999937},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3202601013","doi":"10.11575/prism/39294","title":"A Wages and Wellness Penalty: A Study of Women Care Workers in Canada","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Demographic economics; Gerontology; Medicine; Psychology; Economics","score_opus":0.045438788799364076,"score_gpt":0.4111740213613107,"score_spread":0.3657352325619466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202601013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97568434,0.0009339424,6.9402333e-9,0.000097326556,0.00045970705,0.0016966258,0.000038932583,5.184434e-7,0.021088624],"genre_scores_gemma":[0.9767916,0.00007031064,0.000007406612,0.000018868152,0.000028727603,0.00047270337,0.00024217153,0.000021041616,0.022347178],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982898,0.00030467118,0.0004736124,0.00034251783,0.00022671392,0.00036268152],"domain_scores_gemma":[0.9991397,0.00018418823,0.00026623305,0.00020266324,0.00013167373,0.0000754877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027866784,0.00018640792,0.00063261733,0.000079124184,0.0002842164,0.000014926096,0.00022681823,0.00010879384,0.0014763534],"category_scores_gemma":[0.00006113211,0.00016763796,0.000015070431,0.00019442779,0.000009176083,0.000050990977,0.00021465884,0.00038439318,0.000004849941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013176419,0.000051714316,0.66938287,0.00037580825,0.000096827964,0.000045472112,0.30623752,0.0000011419229,0.0000021909507,7.193625e-7,0.00062189985,0.02305207],"study_design_scores_gemma":[0.00073080725,0.00004903322,0.33276397,0.00069069635,0.00002933485,3.880669e-8,0.66155976,1.798375e-7,0.000010374502,0.000002001067,0.0040509435,0.00011285062],"about_ca_topic_score_codex":0.9636003,"about_ca_topic_score_gemma":0.99952507,"teacher_disagreement_score":0.35532224,"about_ca_system_score_codex":0.00075055094,"about_ca_system_score_gemma":0.0036123772,"threshold_uncertainty_score":0.99943644},"labels":[],"label_agreement":null},{"id":"W3203226848","doi":"","title":"Social Protections during the COVID-19 Pandemic in Canada: An Analysis of Strategies Around the World","year":2021,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social distance; Political science; Virology; Medicine; Outbreak; Disease; Infectious disease (medical specialty)","score_opus":0.11822900227257331,"score_gpt":0.5001526528303019,"score_spread":0.38192365055772853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203226848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38242325,0.25268334,0.000052070623,0.3528962,0.00062402285,0.0047376193,0.0016736172,0.00010727227,0.0048025907],"genre_scores_gemma":[0.92652184,0.044853114,0.000006938768,0.027184274,0.00023094355,0.00050090934,0.00006264821,0.0000103224875,0.00062898424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957882,0.0021212988,0.0009244447,0.00026590616,0.00036233806,0.00053777767],"domain_scores_gemma":[0.9985386,0.00035058305,0.00041495025,0.00032827296,0.00021989935,0.0001476789],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014992345,0.00015977464,0.0007158556,0.000048464226,0.0019485778,0.000009003966,0.000244071,0.00004390385,0.00016617781],"category_scores_gemma":[0.00029739414,0.00009487583,0.00014055739,0.0026738895,0.00009189287,0.00010498651,0.00013752883,0.000473814,0.000004013848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004641225,0.00009237974,0.92425007,0.009996277,0.00059457094,0.000013047985,0.008637461,0.00014695097,5.695288e-7,0.02131495,0.028042724,0.006864605],"study_design_scores_gemma":[0.0002769597,0.000025390917,0.69656605,0.000814026,0.00032074362,0.000003676505,0.052169822,0.000009862168,5.033056e-8,0.0008642451,0.24881095,0.00013820808],"about_ca_topic_score_codex":0.8823409,"about_ca_topic_score_gemma":0.9989296,"teacher_disagreement_score":0.5440986,"about_ca_system_score_codex":0.0032872315,"about_ca_system_score_gemma":0.012715332,"threshold_uncertainty_score":0.9993507},"labels":[],"label_agreement":null},{"id":"W3203452937","doi":"10.1093/ppar/prab018","title":"Racism and the Life Course: Social and Health Equity for Black American Older Adults","year":2021,"lang":"en","type":"article","venue":"Public Policy & Aging Report","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Racism; Life course approach; Health equity; Equity (law); Gerontology; Sociology; Psychology; Gender studies; Medicine; Political science; Social psychology; Public health; Nursing","score_opus":0.11372369937737876,"score_gpt":0.5043286533452912,"score_spread":0.39060495396791245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203452937","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26500985,0.0015674222,0.00012224002,0.72489214,0.00025683313,0.000933031,0.000029138599,0.00011606453,0.00707324],"genre_scores_gemma":[0.97036123,0.00040850329,0.00006580533,0.023792412,0.001559171,0.0002477438,0.00003871734,0.000027016591,0.0034993708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977221,0.00026986122,0.000597469,0.00037957443,0.0002539759,0.0007770455],"domain_scores_gemma":[0.9981834,0.0004147007,0.0005897763,0.00026058935,0.0003015879,0.000249894],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024408058,0.00016672768,0.00048925704,0.00006568206,0.002105061,0.00005821117,0.000094219686,0.000057640293,0.000016789563],"category_scores_gemma":[0.0014014647,0.00012035173,0.00007726114,0.0002863311,0.000566632,0.00010927043,0.00050108955,0.00031225086,0.0000025876443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008136028,0.00012758888,0.49922344,0.00090397784,0.00045012098,0.0000324187,0.060166605,8.44191e-8,0.0000018625198,0.068900146,0.22707199,0.14304043],"study_design_scores_gemma":[0.0025981246,0.000031492236,0.88210744,0.00011108556,0.000058185673,0.000031536107,0.010365121,0.00003354685,7.950058e-7,0.0028012923,0.10168002,0.00018136261],"about_ca_topic_score_codex":0.006934897,"about_ca_topic_score_gemma":0.0012352715,"teacher_disagreement_score":0.7053514,"about_ca_system_score_codex":0.000098434975,"about_ca_system_score_gemma":0.002044328,"threshold_uncertainty_score":0.999678},"labels":[],"label_agreement":null},{"id":"W3204364091","doi":"","title":"Rückgang der Arbeitsnachfrage in der Corona-Krise: Kurzfristig sind Mindestlohnbetriebe etwas stärker betroffen (Decreasing labor demand in course of the Corona-crisis: In the short run, minimum wage establishments are more severely affected)","year":2021,"lang":"de","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Minimum wage; Resilience (materials science); German; Quarter (Canadian coin); Psychological resilience; Economics; Labour economics; Demographic economics; Geography; Physics; Psychology","score_opus":0.049041677889084395,"score_gpt":0.3862303667648301,"score_spread":0.3371886888757457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204364091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97493136,0.008015014,0.0000013367574,0.0069480655,0.0012752616,0.005991748,0.000600525,0.000027816608,0.002208878],"genre_scores_gemma":[0.9815993,0.014844214,0.000103323386,0.0007741031,0.00031097856,0.0010760068,0.00035123466,0.00021304934,0.00072782545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98240227,0.007498536,0.0033320466,0.0023433291,0.0013912093,0.0030326073],"domain_scores_gemma":[0.98984516,0.005402974,0.0010849591,0.0026569194,0.0006225569,0.00038741453],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009943484,0.0012723427,0.0025405732,0.0012874248,0.0009560435,0.0002658677,0.0024397576,0.0018495215,0.00025740787],"category_scores_gemma":[0.0032459414,0.0010327072,0.0004662233,0.0019090798,0.0010830387,0.00044415408,0.0036702876,0.008824009,0.0000133030635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068945606,0.0016782903,0.9586194,0.0011767874,0.0005959989,0.0004337741,0.027116792,0.0010461285,0.000045188477,0.000040463507,0.000954449,0.007603284],"study_design_scores_gemma":[0.0031438214,0.00011902875,0.87557954,0.0054962966,0.00014306647,0.000008440701,0.112127274,0.00068775314,0.00008687345,0.00015069182,0.0016460874,0.00081114005],"about_ca_topic_score_codex":0.003863296,"about_ca_topic_score_gemma":0.055308826,"teacher_disagreement_score":0.085010484,"about_ca_system_score_codex":0.0032954882,"about_ca_system_score_gemma":0.0032607678,"threshold_uncertainty_score":0.9994463},"labels":[],"label_agreement":null},{"id":"W3204415278","doi":"10.32920/ryerson.14665359.v1","title":"You're not welcome here: examining the intersections of migration and neoliberal immigration policy in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Immigration; Neoliberalism (international relations); Immigration policy; Politics; Political science; Political economy; Phenomenon; Sociology; Development economics; Law; Economics","score_opus":0.06664539788046371,"score_gpt":0.3653208926668825,"score_spread":0.2986754947864188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204415278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97017014,0.0002302974,0.000083182706,0.024156755,0.0010047762,0.00059065945,0.000033729382,0.000022525564,0.0037079405],"genre_scores_gemma":[0.9939034,0.00045833504,0.000042465606,0.0012139282,0.00030891164,0.00019811414,0.000092588925,0.000016195509,0.0037660603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822974,0.00039570546,0.0006367739,0.00027899825,0.00019523618,0.00026355492],"domain_scores_gemma":[0.99893206,0.0003335941,0.00028061098,0.00027939095,0.00013211808,0.000042199026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002923747,0.0001908131,0.00034819284,0.0001391138,0.0003407202,0.000014718552,0.000119322984,0.00016054245,0.00013300208],"category_scores_gemma":[0.00011576556,0.00013868834,0.00004097539,0.00020721143,0.000043496944,0.00007045463,0.0005517219,0.00080302247,0.0000010003421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026758104,0.00002049976,0.95072085,0.0004065433,0.00008102888,0.0000030954693,0.04161335,0.00010066702,0.00012332539,0.0015215068,0.0039038733,0.0014785316],"study_design_scores_gemma":[0.00033947654,0.000027097964,0.8655265,0.0005903323,0.000032958196,7.465739e-7,0.13125965,0.0005671315,0.00006904186,0.0003260902,0.0010692372,0.00019176281],"about_ca_topic_score_codex":0.9957476,"about_ca_topic_score_gemma":0.99957955,"teacher_disagreement_score":0.089646295,"about_ca_system_score_codex":0.00059487537,"about_ca_system_score_gemma":0.0018936703,"threshold_uncertainty_score":0.5655546},"labels":[],"label_agreement":null},{"id":"W3204466590","doi":"10.34989/sdp-2021-15","title":"Assessing Labour Market Slack for Monetary Policy","year":2021,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Headline; Diversity (politics); Economics; Labour economics; Quality (philosophy); Shock (circulatory); Construct (python library); Business","score_opus":0.11292308252500473,"score_gpt":0.4763473482596878,"score_spread":0.36342426573468306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204466590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6225364,0.0007500637,0.000012237731,0.01174063,0.0015749903,0.0030310703,0.00024945117,0.0001066625,0.35999846],"genre_scores_gemma":[0.81589586,0.04219062,0.0032469973,0.001961944,0.004939584,0.00433903,0.00062951684,0.00032504826,0.12647142],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468106,0.0012548579,0.0010763488,0.0010770878,0.00027863635,0.0016320053],"domain_scores_gemma":[0.9951244,0.002856263,0.00033626513,0.0010426712,0.0004148,0.00022561103],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003994175,0.0003984662,0.0009154041,0.0006404372,0.0011202378,0.00016802645,0.0006242456,0.00080866285,0.00048612955],"category_scores_gemma":[0.0021801528,0.00042181773,0.00027788038,0.00020182315,0.00021493123,0.00021329176,0.0028038507,0.0031629372,0.0000137822],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006424567,0.0005749074,0.5080841,0.010406778,0.0013074188,0.00012379208,0.010550731,0.0012612647,0.00016391999,0.005088913,0.029982537,0.43181318],"study_design_scores_gemma":[0.0034231253,0.00016263389,0.43912745,0.003975779,0.000053847776,0.0000033190715,0.03847215,0.0043762773,0.00003611858,0.015600293,0.49318433,0.0015846806],"about_ca_topic_score_codex":0.0012265103,"about_ca_topic_score_gemma":0.0021010078,"teacher_disagreement_score":0.4632018,"about_ca_system_score_codex":0.0017656496,"about_ca_system_score_gemma":0.0031052663,"threshold_uncertainty_score":0.9998234},"labels":[],"label_agreement":null},{"id":"W3204990214","doi":"10.1080/15555240.2021.1981763","title":"The relationship between role identity and mental health among paramedics","year":2021,"lang":"en","type":"article","venue":"Journal of Workplace Behavioral Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Hamilton Health Sciences; University of Ottawa; University of Windsor; McMaster University; Health Sciences Centre; Impact","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Identity (music); Meaning (existential); Psychology; Warrant; Social identity theory; Mental illness; Scale (ratio); Clinical psychology; Social psychology; Psychiatry; Psychotherapist; Social group","score_opus":0.1306498453104149,"score_gpt":0.4887262592386266,"score_spread":0.3580764139282117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204990214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91597205,0.011212738,0.00007405156,0.071161486,0.0010454325,0.0003860633,0.00002431577,0.000020476582,0.000103366096],"genre_scores_gemma":[0.993133,0.0029903848,0.0003022482,0.0007456463,0.00057711336,0.000010201727,0.000018314053,0.000022092281,0.002200992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961517,0.0012252895,0.0012788603,0.00016260643,0.0005747555,0.0006067779],"domain_scores_gemma":[0.9967518,0.0010562647,0.0013147269,0.00019705885,0.00023456203,0.0004455741],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003529128,0.00015601167,0.00049620325,0.00007507609,0.0037520658,0.00004155692,0.0001691273,0.00011841395,0.000029777035],"category_scores_gemma":[0.00018375859,0.00011093715,0.0001031196,0.0003030909,0.00015336415,0.0003672994,0.00016454101,0.0013732382,0.000010111484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034195218,0.000053434615,0.9641806,0.00006467389,0.00001811086,0.0000052347245,0.0057862853,2.5888954e-7,4.893663e-7,0.0009007432,0.02382431,0.0051316917],"study_design_scores_gemma":[0.00079813704,0.00029252778,0.96092165,0.00056831236,0.000024529922,0.000011849667,0.020712841,9.264142e-7,6.302187e-7,0.0016686203,0.014914516,0.00008545628],"about_ca_topic_score_codex":0.0006542312,"about_ca_topic_score_gemma":0.0045176083,"teacher_disagreement_score":0.07716094,"about_ca_system_score_codex":0.0005011191,"about_ca_system_score_gemma":0.0012618836,"threshold_uncertainty_score":0.9975449},"labels":[],"label_agreement":null},{"id":"W3205143053","doi":"10.46841/rcv.2021.03.04","title":"Change and Continuity in Precariousness: Labour Market Policy, Gendered Pathways and COVID-19 Crisis","year":2021,"lang":"en","type":"article","venue":"Revista Calitatea Vieții","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; McGill University","keywords":"Precarious work; Context (archaeology); Phenomenon; Inequality; Coronavirus disease 2019 (COVID-19); Labour economics; Unemployment; Fordism; Demographic economics; Sociology; Work (physics); Economics; Political science; Economic growth; Market economy; Geography","score_opus":0.1348594293646223,"score_gpt":0.42180450645004375,"score_spread":0.28694507708542144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205143053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8568943,0.047597855,0.000087830966,0.08276861,0.00026569178,0.0021197617,0.0008926897,0.00021241742,0.009160847],"genre_scores_gemma":[0.96837926,0.0123122195,0.00008577554,0.013443055,0.00032161464,0.00039318376,0.000047634563,0.000040905466,0.004976358],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967273,0.0013896826,0.00058035075,0.00051180867,0.00019641416,0.0005944331],"domain_scores_gemma":[0.9984235,0.0006118634,0.0001631833,0.0003242045,0.00014546927,0.00033176388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013474497,0.00024646518,0.0006163842,0.00013310261,0.0005736128,0.000042230757,0.00009346003,0.00017670127,0.000303129],"category_scores_gemma":[0.0012327096,0.00022305876,0.000058356494,0.0003849581,0.00010953581,0.00013502358,0.00045120213,0.00034878298,0.000014457615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013648413,0.00011601404,0.7639383,0.0060792114,0.00011574689,0.00021148438,0.07760432,9.393508e-8,0.00011473777,0.053727124,0.09178829,0.0061681936],"study_design_scores_gemma":[0.001689527,0.000042139967,0.33234838,0.00027962,0.000039897477,0.00000825461,0.015170545,0.0000073733286,0.0000040738732,0.0040216697,0.646076,0.0003125002],"about_ca_topic_score_codex":0.0063644317,"about_ca_topic_score_gemma":0.004395117,"teacher_disagreement_score":0.55428773,"about_ca_system_score_codex":0.00025181452,"about_ca_system_score_gemma":0.00038636016,"threshold_uncertainty_score":0.96211594},"labels":[],"label_agreement":null},{"id":"W3205369130","doi":"10.51357/cs.v15i1.108","title":"Unequal Impact of COVID-19: Emergency Neoliberalism and Welfare Policy in Canada","year":2020,"lang":"en","type":"article","venue":"Critical Studies An International and Interdisciplinary Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Ontario Tech University","funders":"","keywords":"Neoliberalism (international relations); Inequality; Welfare; Welfare state; Pandemic; Politics; Coronavirus disease 2019 (COVID-19); State (computer science); Social Welfare; Political science; Power (physics); Development economics; Sociology; Economics; Political economy; Economic growth; Medicine; Law","score_opus":0.11951706000579783,"score_gpt":0.5103469196708449,"score_spread":0.3908298596650471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205369130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73240566,0.0012658867,0.00003648915,0.26439172,0.00055759074,0.00009418704,0.000105785206,0.00000802025,0.0011346659],"genre_scores_gemma":[0.9950615,0.0020669429,0.000028305249,0.0019498831,0.00079400133,0.000012652838,0.000006384124,0.000011012325,0.00006932964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827504,0.00019132027,0.00072206196,0.0002195429,0.0002527127,0.00033933722],"domain_scores_gemma":[0.99875855,0.00025394495,0.0001289748,0.000057140707,0.0002658005,0.0005356033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176012,0.00017465636,0.0003752729,0.000104157996,0.00092586037,0.0000112031685,0.00017624392,0.000045018,0.0007111823],"category_scores_gemma":[0.0009942176,0.00012554116,0.000073690186,0.0001195216,0.00018913901,0.00028667756,0.0009343325,0.00046365865,0.0000011582359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005541816,0.00008644326,0.89875764,0.00035160952,0.00043826774,0.00016505766,0.04685835,0.00004705812,0.000025562358,0.032297928,0.018479902,0.00193803],"study_design_scores_gemma":[0.001821076,0.0010901853,0.8111628,0.0002565879,0.000044491266,0.00006817973,0.13833916,0.0007439945,0.0000011377679,0.04167382,0.0044615525,0.00033698315],"about_ca_topic_score_codex":0.15150914,"about_ca_topic_score_gemma":0.14155537,"teacher_disagreement_score":0.26265585,"about_ca_system_score_codex":0.0006211594,"about_ca_system_score_gemma":0.00052326807,"threshold_uncertainty_score":0.874109},"labels":[],"label_agreement":null},{"id":"W3205615619","doi":"10.1016/j.econlet.2021.110124","title":"The effect of doubling the minimum wage on employment and earnings in Mexico","year":2021,"lang":"en","type":"article","venue":"Economics Letters","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Quarter (Canadian coin); Wage; Economics; Labour economics; Distribution (mathematics); Minimum wage; Private sector; Control (management); Track (disk drive); Demographic economics; Geography; Economic growth; Finance; Engineering","score_opus":0.021964872305509017,"score_gpt":0.3243992525182302,"score_spread":0.3024343802127212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205615619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9157008,0.0001699312,0.0000016764944,0.081951626,0.0003995724,0.0002826035,0.0000027013837,0.000009093409,0.0014820264],"genre_scores_gemma":[0.9945867,0.00028549894,0.0000057773236,0.0044038463,0.00009989564,0.00007226106,0.0000027708934,0.000013427226,0.00052981405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989613,0.00030888425,0.00028913256,0.00015865602,0.00004046498,0.00024151635],"domain_scores_gemma":[0.99771065,0.0019316848,0.00012940125,0.00019602144,0.000010095839,0.00002216161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084958394,0.00009724239,0.0001843388,0.000030343064,0.0005017925,0.000012742313,0.00010048964,0.000037559086,0.000017729004],"category_scores_gemma":[0.00009394282,0.000056168043,0.000043732834,0.00004544943,0.000078562654,0.00003324334,0.00013855813,0.00028349576,0.000018123106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010962669,0.0000077863515,0.98350465,0.00003595208,0.00007887566,0.0000036894028,0.004631246,0.000102733095,0.0005594728,0.0011003132,0.0084169535,0.0014487252],"study_design_scores_gemma":[0.0038034033,0.00031799075,0.8163637,0.00032601267,0.000053612785,0.0000012813648,0.0038357533,0.00015670089,0.005191183,0.00018103977,0.16945776,0.00031156113],"about_ca_topic_score_codex":0.0000754966,"about_ca_topic_score_gemma":0.00036401523,"teacher_disagreement_score":0.16714092,"about_ca_system_score_codex":0.00006405055,"about_ca_system_score_gemma":0.000019159834,"threshold_uncertainty_score":0.38594332},"labels":[],"label_agreement":null},{"id":"W3205925098","doi":"10.1080/13639080.2021.1989574","title":"The postsecondary qualifications of Canadian workers: disparities and bottlenecks in regulated, applied, and general occupations","year":2021,"lang":"en","type":"article","venue":"Journal of Education and Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognitive reframing; Human capital; Technician; Human capital theory; Postsecondary education; Labour economics; Apprenticeship; Work (physics); Vocational education; Higher education; Demographic economics; Sociology; Political science; Economics; Psychology; Pedagogy; Economic growth; Engineering; Social psychology; Law","score_opus":0.03677343684119711,"score_gpt":0.37276398820217865,"score_spread":0.33599055136098155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205925098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536969,0.010083252,0.0000050498084,0.03300842,0.00039420917,0.00010812479,0.000006827469,0.0000017539256,0.002695431],"genre_scores_gemma":[0.99248576,0.0041489787,0.00028959513,0.0004902831,0.00013537759,0.000013825199,0.0000069464913,0.000004875301,0.0024243447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926114,0.00011346584,0.00037265196,0.00006564018,0.00006486903,0.00012221083],"domain_scores_gemma":[0.99916184,0.0002931126,0.0001895059,0.00007806653,0.00017698642,0.00010047744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003641883,0.000054589167,0.00012709512,0.00018017528,0.00054590125,0.00001986681,0.00003617572,0.00006624165,0.000028431663],"category_scores_gemma":[0.000106744876,0.00004042522,0.000014970709,0.00028885208,0.000085240295,0.00006211346,0.000021003412,0.00024354838,4.4409282e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021773196,0.000032189335,0.9446427,0.000030259414,0.000029852248,4.2142713e-7,0.0062802564,0.0000013190761,0.00003104257,0.015309006,0.026864437,0.006756719],"study_design_scores_gemma":[0.00020460878,0.00001012409,0.94646466,0.00018199216,0.000017801563,0.000004359147,0.020644981,7.060364e-7,0.0000064411406,0.0020780093,0.030343093,0.000043230597],"about_ca_topic_score_codex":0.003741833,"about_ca_topic_score_gemma":0.032418296,"teacher_disagreement_score":0.03878884,"about_ca_system_score_codex":0.00003638763,"about_ca_system_score_gemma":0.00073165685,"threshold_uncertainty_score":0.98523754},"labels":[],"label_agreement":null},{"id":"W3206054343","doi":"10.32920/ryerson.14647119.v1","title":"Do Not Disturb/Please Clean Room: The Invisible Work and Real Pain of Hotel Housekeepers in the GTA","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Negotiation; Work (physics); Globalism; Narrative; Population; Politics; Sociology; Cottage industry; Gender studies; Political science; Art; Law; Social science; Demography","score_opus":0.08210035094667989,"score_gpt":0.3852694366537152,"score_spread":0.3031690857070353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206054343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9347644,0.0010658081,0.00006194102,0.04324824,0.0005141983,0.0017113214,0.00003358628,0.00007090295,0.01852964],"genre_scores_gemma":[0.99051833,0.0027325337,0.00006731602,0.0040233615,0.00023304274,0.00029615333,0.000044055447,0.00003662672,0.0020485853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995499,0.0024609254,0.0006948778,0.00048677096,0.000394259,0.00046414524],"domain_scores_gemma":[0.99618405,0.0023930373,0.00030059618,0.0009511707,0.00010537417,0.000065795284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037697603,0.00030885427,0.00055070006,0.00008458233,0.00061100646,0.000043799613,0.0005357172,0.00032939887,0.00018800511],"category_scores_gemma":[0.0005045167,0.00016018574,0.00014301638,0.00028483872,0.00017994588,0.000040441973,0.0016001089,0.001584878,0.0000059491745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014779356,0.00013211928,0.8738547,0.000743871,0.00015477232,0.000017930164,0.059948858,0.000016361288,0.000005006668,0.003061827,0.054799728,0.007117009],"study_design_scores_gemma":[0.00060129515,0.000047281595,0.8971006,0.0009823745,0.000087768705,2.1883127e-7,0.09508813,0.000011531675,0.0000069479006,0.0015354845,0.004242269,0.0002960931],"about_ca_topic_score_codex":0.008687527,"about_ca_topic_score_gemma":0.019432334,"teacher_disagreement_score":0.055753965,"about_ca_system_score_codex":0.00006791831,"about_ca_system_score_gemma":0.0001846197,"threshold_uncertainty_score":0.9984605},"labels":[],"label_agreement":null},{"id":"W3207114877","doi":"","title":"Giving everyone a fish: COVID-19 and the new politics of distribution","year":2021,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Politics; Cash; Neighbourhood (mathematics); Political economy; State (computer science); Cash transfers; Sociology; Welfare state; Political science; Development economics; Economics; Law; Geography","score_opus":0.0948038822035676,"score_gpt":0.44410203805800025,"score_spread":0.34929815585443263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207114877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285369,0.00071679393,0.000047843496,0.06609017,0.0002113078,0.00057001883,0.0008829453,0.0000101280175,0.0029339327],"genre_scores_gemma":[0.99095637,0.005088773,0.00036592007,0.0021761993,0.00041245524,0.000015845219,0.000023588187,0.000016194757,0.00094467157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99370617,0.00043848043,0.0015873573,0.00092691317,0.00043452822,0.002906573],"domain_scores_gemma":[0.98886544,0.004146423,0.00033405283,0.0006400942,0.0010164529,0.004997539],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0093772905,0.00029882768,0.0009914918,0.00042456423,0.0017889022,0.0001955322,0.0007939877,0.0002109732,0.00023378998],"category_scores_gemma":[0.017612431,0.00023052147,0.00014162164,0.00079621427,0.013419299,0.0007641624,0.0018663267,0.0009069466,0.000009345068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010687609,0.00008997943,0.055385605,0.00018125707,0.000026250202,0.0000014366763,0.00015411791,0.000014203329,0.00016567923,0.94320583,0.00050689135,0.00016189626],"study_design_scores_gemma":[0.006989819,0.00073294854,0.33236793,0.00032372834,0.00010268681,0.00005421334,0.008494416,0.00771007,0.0022342883,0.6116821,0.028585836,0.0007219404],"about_ca_topic_score_codex":0.012107305,"about_ca_topic_score_gemma":0.0016003886,"teacher_disagreement_score":0.3315237,"about_ca_system_score_codex":0.000928075,"about_ca_system_score_gemma":0.011046953,"threshold_uncertainty_score":0.99951065},"labels":[],"label_agreement":null},{"id":"W3207313419","doi":"10.1016/j.ehb.2021.101068","title":"Parental economic insecurity and child health","year":2021,"lang":"en","type":"article","venue":"Economics & Human Biology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"","keywords":"Feeling; Anxiety; Psychology; Argument (complex analysis); Developmental psychology; Food insecurity; Longitudinal data; National Longitudinal Surveys; Social psychology; Demographic economics; Medicine; Economics; Psychiatry; Sociology; Demography; Food security; Geography","score_opus":0.051576201432809075,"score_gpt":0.3991680199213132,"score_spread":0.3475918184885041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207313419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96402794,0.0015866411,0.0000019417712,0.011082424,0.0008549905,0.00019884236,0.00010991463,0.00004784658,0.022089433],"genre_scores_gemma":[0.9926257,0.0021236897,0.000023981496,0.0037730406,0.00052285794,0.000036336238,0.00021083563,0.000015824962,0.00066770136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985681,0.00022002893,0.0004456353,0.00035747318,0.000008034566,0.00040070893],"domain_scores_gemma":[0.9994023,0.00009664506,0.00018707271,0.00019796574,0.000015663378,0.000100353165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026282715,0.00013506386,0.00037050634,0.00004582186,0.0011689146,0.0000074259437,0.000083197236,0.00012523468,0.00077052746],"category_scores_gemma":[0.0000118521375,0.00013901187,0.000047444864,0.000013880983,0.00012658325,0.000050238028,0.00028873415,0.00027760107,0.00019787179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000090708645,0.000027311975,0.7876134,0.000040353432,0.00006465892,9.087654e-7,0.001830403,4.1274058e-7,0.000011643189,0.20374246,0.005668748,0.000990651],"study_design_scores_gemma":[0.0014173341,0.00018520172,0.596695,0.000046388246,0.000010527689,0.000007780597,0.0014434997,0.000008877658,0.000028541133,0.036488988,0.3633732,0.00029469107],"about_ca_topic_score_codex":0.0005601144,"about_ca_topic_score_gemma":0.010209537,"teacher_disagreement_score":0.35770443,"about_ca_system_score_codex":0.0001992247,"about_ca_system_score_gemma":0.00015197536,"threshold_uncertainty_score":0.8990464},"labels":[],"label_agreement":null},{"id":"W3208026974","doi":"10.32920/ryerson.14664072.v1","title":"Underutilization and discounting of immigrant skills : professionals on a road to driving taxis in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Taxis; Discounting; Government (linguistics); Public relations; Political science; Economic growth; Business; Economics; Engineering; Finance; Law","score_opus":0.03425104560585038,"score_gpt":0.42890410048309024,"score_spread":0.3946530548772399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208026974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97882235,0.00071419385,0.00038301668,0.004447668,0.00079118635,0.0017378031,0.00001653521,0.00004775055,0.0130394865],"genre_scores_gemma":[0.99402714,0.00042248613,0.00038168344,0.0006573867,0.00011282876,0.00036371188,0.00005699959,0.00002916682,0.0039485795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750173,0.00040072252,0.00084953813,0.00053340074,0.00033268647,0.000381949],"domain_scores_gemma":[0.9986567,0.0004067023,0.00032935562,0.0003341092,0.00019710143,0.00007604965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007429626,0.00026763053,0.00062950386,0.00011850365,0.00029675584,0.0000140171815,0.00013308051,0.00029834846,0.00055218465],"category_scores_gemma":[0.00044630643,0.00021124686,0.000069430724,0.00011944067,0.00002674138,0.00010400202,0.0014126641,0.0005369865,0.0000050394046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007860491,0.0005651838,0.8844784,0.0026810674,0.00014637364,0.0000066735843,0.09438729,0.000066273366,0.00041134347,0.0055440054,0.002014487,0.009620281],"study_design_scores_gemma":[0.0004818135,0.00007546888,0.89756036,0.012787986,0.00002620032,1.118375e-7,0.087769784,0.00010160773,0.00009514792,0.0004952586,0.0002797629,0.0003264959],"about_ca_topic_score_codex":0.030993612,"about_ca_topic_score_gemma":0.1895747,"teacher_disagreement_score":0.1585811,"about_ca_system_score_codex":0.00040096926,"about_ca_system_score_gemma":0.00023736482,"threshold_uncertainty_score":0.9754591},"labels":[],"label_agreement":null},{"id":"W3208705685","doi":"10.1177/08404704211054142","title":"Recalibrating healthcare to create a more equitable post-pandemic work environment","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Guelph","funders":"","keywords":"Equity (law); Pandemic; Inclusion (mineral); Business; Work (physics); Health care; Public relations; Teamwork; Diversity (politics); Perception; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Medicine; Management; Economic growth; Economics; Engineering","score_opus":0.061351643647592595,"score_gpt":0.3881444051954552,"score_spread":0.3267927615478626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208705685","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14516944,0.006330237,0.0012485749,0.8163846,0.0021733195,0.0054009287,0.0001893126,0.0008967215,0.022206858],"genre_scores_gemma":[0.73894465,0.003824335,0.0055176374,0.15595995,0.0007547896,0.0030334587,0.0006287305,0.00025232424,0.09108413],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99401355,0.00068286096,0.0011233913,0.0010230003,0.0007038917,0.0024532906],"domain_scores_gemma":[0.9976878,0.00021943325,0.00028191943,0.000975306,0.00023815232,0.00059738324],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009025842,0.00045920355,0.0006509667,0.00022402554,0.002714333,0.000040774597,0.00034251617,0.00024386443,0.0008169668],"category_scores_gemma":[0.000087975546,0.00044298053,0.0001647371,0.00073067215,0.00004942316,0.00019084415,0.0020433813,0.00074627943,0.0009847742],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003015157,0.00016754198,0.75934094,0.0033937783,0.00029277452,0.00026410705,0.008174793,0.000059304137,0.00004206512,0.029981043,0.12391628,0.074065864],"study_design_scores_gemma":[0.0019161429,0.0005041449,0.17957367,0.0027894652,0.000113004644,0.0000056877916,0.09018531,0.000028207452,0.00003767444,0.0026086278,0.72120744,0.0010306409],"about_ca_topic_score_codex":0.0013354584,"about_ca_topic_score_gemma":0.0017111519,"teacher_disagreement_score":0.66042465,"about_ca_system_score_codex":0.0007567172,"about_ca_system_score_gemma":0.00021580064,"threshold_uncertainty_score":0.9998022},"labels":[],"label_agreement":null},{"id":"W3208783939","doi":"10.15353/rea.v12i1.1759","title":"Health Outcomes Before, During and After the Great Recession in Canada: A Longitudinal Analysis","year":2020,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Recession; Ordered probit; Panel data; Great recession; Probit model; Fixed effects model; Demographic economics; Ordinary least squares; Longitudinal data; Probit; Demography; Medicine; Economics; Econometrics; Sociology; Labour economics; Keynesian economics","score_opus":0.04106066473940333,"score_gpt":0.3733130915413035,"score_spread":0.33225242680190015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208783939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8830597,0.054320876,0.000014881622,0.061856244,0.00003682361,0.000429966,0.000059520058,0.000008057346,0.00021396634],"genre_scores_gemma":[0.93511635,0.061281603,0.000016077413,0.0033224095,0.000033259355,0.00007190703,0.000019893534,0.000007167635,0.00013135058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792904,0.00032526525,0.0010489075,0.00031320503,0.00010561523,0.00027795107],"domain_scores_gemma":[0.9988783,0.0001623243,0.0005366821,0.000276945,0.00003156394,0.00011418263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058905204,0.00015859115,0.001526337,0.00016979549,0.00022458528,0.0000033612853,0.00014100732,0.00002739261,0.0008503963],"category_scores_gemma":[0.000063802836,0.00009712363,0.0003250144,0.0009045439,0.000033185654,0.00006465332,0.00015993464,0.0001783358,0.000008675998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012467548,0.0000030240612,0.99411887,0.001872121,0.0021546218,0.0000014934359,0.00036317468,0.000037275953,2.6752145e-8,0.000025966106,0.00039159865,0.0010193753],"study_design_scores_gemma":[0.0001546897,0.000010420757,0.9951097,0.0006329352,0.0025165998,8.484416e-8,0.000313678,0.00029999815,1.04893644e-7,0.000009768975,0.00087225204,0.000079807585],"about_ca_topic_score_codex":0.62673545,"about_ca_topic_score_gemma":0.9735627,"teacher_disagreement_score":0.34682724,"about_ca_system_score_codex":0.0004896263,"about_ca_system_score_gemma":0.0003798455,"threshold_uncertainty_score":0.9311243},"labels":[],"label_agreement":null},{"id":"W3209043660","doi":"10.1111/bjir.12649","title":"Unions and hazard pay for COVID‐19: Evidence from the Canadian Labour Force Survey","year":2021,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Microdata (statistics); Earnings; Coronavirus disease 2019 (COVID-19); Demographic economics; Hazard; Survey data collection; Distribution (mathematics); Percentile; Business; Economics; Labour economics; Actuarial science; Census; Medicine; Environmental health; Population; Accounting; Statistics","score_opus":0.2206398340326912,"score_gpt":0.4137725658100423,"score_spread":0.1931327317773511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209043660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66797096,0.012427756,0.0020700058,0.30522305,0.0043225787,0.0015719506,0.004965015,0.00003316165,0.001415519],"genre_scores_gemma":[0.9834917,0.001783054,0.00023388724,0.002505817,0.0016855611,0.000035740646,0.00014034781,0.00002130799,0.01010254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758536,0.0011249455,0.00062997284,0.00013824362,0.00021760611,0.00030387004],"domain_scores_gemma":[0.9902175,0.007971087,0.0003548865,0.00012190836,0.0009160777,0.00041855188],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002435089,0.000089790476,0.00024390225,0.000055400113,0.0036262393,0.00008924134,0.00015864415,0.0002512751,0.00048594375],"category_scores_gemma":[0.029450333,0.00007176187,0.0000845965,0.00025502752,0.00007854369,0.0002240123,0.000050390045,0.0010874792,0.000007550402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038488794,0.000011169537,0.71917504,0.000004721408,0.00011916843,0.000042890068,0.0008594154,0.000028781993,0.000006803869,0.0012610094,0.275229,0.0032235384],"study_design_scores_gemma":[0.0017329095,0.000051975894,0.74457484,0.0008615143,0.00010700037,0.000057367357,0.0017910944,0.0000059891704,0.0000025931035,0.0043197586,0.24637969,0.00011526973],"about_ca_topic_score_codex":0.30369696,"about_ca_topic_score_gemma":0.92039335,"teacher_disagreement_score":0.6166964,"about_ca_system_score_codex":0.00029937332,"about_ca_system_score_gemma":0.0055857236,"threshold_uncertainty_score":0.9976709},"labels":[],"label_agreement":null},{"id":"W3209058900","doi":"10.1016/j.socscimed.2021.114511","title":"Opioid abuse and austerity: Evidence on health service use and mortality in England","year":2021,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Oxford; University of Warwick; Fetzer Institute","keywords":"Austerity; Unemployment; Public health; Medicine; Population; Opioid overdose; Economic growth; Opioid; Economics; Environmental health; Political science; Politics; Nursing; Law","score_opus":0.1915037978006836,"score_gpt":0.4894154823267445,"score_spread":0.29791168452606087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209058900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94846815,0.0007722066,0.0000031922207,0.049641863,0.0003639342,0.0002896128,0.000004652767,0.000022626069,0.00043375092],"genre_scores_gemma":[0.9847414,0.0020976737,0.0000066862904,0.012617529,0.00034935208,0.00001988737,0.0000025593656,0.000004714446,0.00016020298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822366,0.00029654466,0.00028959187,0.00034828688,0.00041982732,0.00042205886],"domain_scores_gemma":[0.99893814,0.00047081968,0.00010113571,0.00013074136,0.00019533376,0.00016381234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021506078,0.00010211005,0.00029330802,0.000067310306,0.0012878984,0.000015330601,0.000092703456,0.00005388956,0.0000398968],"category_scores_gemma":[0.0008992323,0.00007749052,0.0000080122345,0.00068337965,0.0005380038,0.00029662118,0.000121406534,0.00029062014,0.0000024820972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015672606,0.0000151287895,0.863912,0.0001480074,0.0000027814424,0.000008279904,0.13228092,2.3016755e-8,0.00027483955,0.00065130205,0.0003665288,0.0023245215],"study_design_scores_gemma":[0.0007569862,0.0000871784,0.9859242,0.000866786,0.0000075351245,7.197931e-7,0.006303962,0.000005593385,0.000006803072,0.00062922173,0.0053379745,0.00007306647],"about_ca_topic_score_codex":0.006724667,"about_ca_topic_score_gemma":0.019672487,"teacher_disagreement_score":0.12597695,"about_ca_system_score_codex":0.00012952613,"about_ca_system_score_gemma":0.00034443365,"threshold_uncertainty_score":0.9998896},"labels":[],"label_agreement":null},{"id":"W3209385060","doi":"10.32920/14664153.v1","title":"Unemployed women in neo-liberal Canada: an intersectional analysis of social well-being","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intersectionality; Context (archaeology); Gender studies; Identity (music); Health care; Sociology; Social identity theory; Demographic economics; Political science; Economic growth; Economics; Geography; Social science; Social group","score_opus":0.03254566296638237,"score_gpt":0.3716303696218813,"score_spread":0.3390847066554989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209385060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96368474,0.000026033795,0.000035218458,0.0023166668,0.0011192524,0.00032684498,0.000051679825,0.00004901756,0.032390557],"genre_scores_gemma":[0.9877691,0.000016765382,0.000053758762,0.0008714193,0.00029649,0.00023164717,0.00051750033,0.000026320791,0.010216994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967749,0.0006349797,0.0009796704,0.0005124008,0.00042150816,0.00067651883],"domain_scores_gemma":[0.998719,0.00022218024,0.00035667614,0.00028385784,0.00029605554,0.00012223852],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006468954,0.00027673767,0.001124433,0.000514193,0.0003978503,0.000011861842,0.00024848178,0.0003375642,0.005032057],"category_scores_gemma":[0.00006273825,0.00026710235,0.00021624043,0.00075821567,0.00005270625,0.00006585309,0.00094841624,0.0011136202,0.0000022603037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008211062,0.000116004514,0.9182831,0.00029827224,0.0032806648,0.000019152174,0.06748979,0.00059369294,0.000014672371,0.0014541266,0.008198616,0.00016976289],"study_design_scores_gemma":[0.0004732412,0.000025804435,0.94096303,0.00011779105,0.00038496673,7.8540715e-8,0.055020433,0.00048143626,0.000006520816,0.00071791565,0.0014826492,0.0003261202],"about_ca_topic_score_codex":0.8311375,"about_ca_topic_score_gemma":0.98852956,"teacher_disagreement_score":0.1573921,"about_ca_system_score_codex":0.002074081,"about_ca_system_score_gemma":0.0025152299,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W3209403969","doi":"10.2139/ssrn.3953837","title":"A Dynamic Labor Utilization Framework: Setting the Under-employment Threshold","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Labour economics; Economics; Business","score_opus":0.04325544837575115,"score_gpt":0.39714134175779914,"score_spread":0.353885893382048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209403969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6398201,0.0422028,0.074101456,0.23303184,0.0026325714,0.000965043,0.000017367202,0.00026341583,0.0069654],"genre_scores_gemma":[0.96559095,0.015585017,0.00012297432,0.003910672,0.00047606605,0.000046487407,0.000015586425,0.000047018522,0.014205253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958951,0.00045712842,0.00049473747,0.00023771616,0.0003834054,0.0025319078],"domain_scores_gemma":[0.9987077,0.00037880358,0.00026616984,0.00028467545,0.00029414997,0.00006847592],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002081299,0.00018910035,0.00021507882,0.000056922177,0.00265258,0.000037922968,0.00024508018,0.00015513471,0.00024209403],"category_scores_gemma":[0.00023954702,0.00012764124,0.000114531445,0.00029242682,0.00005021553,0.00012296786,0.00017516142,0.0039063417,0.000087627996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037967257,0.000099547964,0.0913303,0.000033682132,0.0004947256,0.000010458184,0.004233936,0.0001157704,0.00019715769,0.8895818,0.0020076002,0.011857048],"study_design_scores_gemma":[0.0008430451,0.00011986287,0.027530076,0.00031721196,0.00012237304,0.00006563436,0.0510787,0.00027534334,0.00003110424,0.8953834,0.023967413,0.00026578936],"about_ca_topic_score_codex":0.00003617431,"about_ca_topic_score_gemma":0.003816565,"teacher_disagreement_score":0.32577083,"about_ca_system_score_codex":0.0012188435,"about_ca_system_score_gemma":0.0029446383,"threshold_uncertainty_score":0.99864584},"labels":[],"label_agreement":null},{"id":"W3209496259","doi":"10.32920/ryerson.14656353.v1","title":"Deprivation and Deservingness: Exploring Basic Income in Response to Immigrant Poverty","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Poverty; Framing (construction); Immigration; Basic income; Redistribution of income and wealth; Welfare; Redistribution (election); Social capital; Argument (complex analysis); Political science; Social exclusion; Sociology; Demographic economics; Development economics; Economics; Economic growth; Unemployment; Social science; Geography; Law","score_opus":0.11761428920538221,"score_gpt":0.3910946417612387,"score_spread":0.2734803525558565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209496259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981604,0.00040140827,0.00031882245,0.014528377,0.0009008052,0.0010447766,0.0000097402935,0.00012512726,0.0010669457],"genre_scores_gemma":[0.99359936,0.0005381599,0.000783868,0.0020576632,0.00013509062,0.0012528023,0.000026363685,0.00003863223,0.001568084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972543,0.0008041503,0.00065265805,0.0005916657,0.00024541822,0.00045178513],"domain_scores_gemma":[0.9982515,0.0008153686,0.0001321666,0.0005182702,0.00016653367,0.00011615583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015131,0.00027588513,0.00051296223,0.00035565323,0.00036907554,0.000029604409,0.00020411343,0.00026078025,0.00020662197],"category_scores_gemma":[0.000950765,0.0002409975,0.000057281974,0.00028830604,0.00001694588,0.00016352355,0.003331111,0.00075298967,0.000027424456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049678487,0.000036424215,0.97027683,0.00074478367,0.000038079572,0.000024880837,0.025421415,0.00002640359,0.00049958105,0.00023615165,0.00078756164,0.0014110852],"study_design_scores_gemma":[0.00054873613,0.00003141899,0.9814839,0.0021958337,0.000014862507,3.2396483e-7,0.012166996,0.000028387454,0.00005150914,0.0007147079,0.0024692756,0.0002940508],"about_ca_topic_score_codex":0.0064045824,"about_ca_topic_score_gemma":0.017116481,"teacher_disagreement_score":0.013254419,"about_ca_system_score_codex":0.00031039654,"about_ca_system_score_gemma":0.000212694,"threshold_uncertainty_score":0.98275924},"labels":[],"label_agreement":null},{"id":"W3209576451","doi":"10.13162/hro-ors.v9i2.4594","title":"Incentivizing Full-time Employment for New Graduate Nurses in Ontario: Impact of Policy on Care","year":2021,"lang":"en","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Workforce; Nursing; Health human resources; Health care; Business; Work (physics); Medicine; Christian ministry; Political science; Economic growth; Economics","score_opus":0.12883730297840523,"score_gpt":0.4447919240104672,"score_spread":0.31595462103206196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209576451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893922,0.002241055,0.000027836575,0.002452739,0.0005748268,0.0020513337,0.00025891425,0.00014502247,0.0028560509],"genre_scores_gemma":[0.98246145,0.0015630848,0.001683678,0.0030662268,0.0004836716,0.00046530963,0.0006944255,0.0001595869,0.009422565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945855,0.00038579278,0.0016646934,0.0006611957,0.00054405606,0.0021587193],"domain_scores_gemma":[0.9970284,0.00044123488,0.00073167,0.0007060408,0.00056030625,0.0005323444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076654047,0.0006064679,0.001329323,0.00029222172,0.0011860926,0.000025669735,0.0003773366,0.0003036333,0.0001813801],"category_scores_gemma":[0.00029467628,0.00048617896,0.00055637927,0.0008171093,0.000121506586,0.0004771699,0.00030672163,0.0008270461,0.000038034723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00066455844,0.00024874185,0.92315364,0.0016258883,0.00019383054,0.0000159203,0.039208915,0.00004062904,0.00014037873,0.0010822889,0.004012852,0.029612374],"study_design_scores_gemma":[0.0033195766,0.0014039743,0.96681994,0.002752209,0.000030101306,0.0000047688836,0.009075449,0.000045060413,0.00013063544,0.0022027113,0.013765954,0.00044963424],"about_ca_topic_score_codex":0.43681726,"about_ca_topic_score_gemma":0.6058391,"teacher_disagreement_score":0.1690218,"about_ca_system_score_codex":0.017337428,"about_ca_system_score_gemma":0.0136195095,"threshold_uncertainty_score":0.99975896},"labels":[],"label_agreement":null},{"id":"W3210008089","doi":"","title":"Temporary Workers and Future Immigration Policy Conflicts: Protecting U.S. Workers and Satisfying the Demand for Global Human Capital","year":2002,"lang":"en","type":"article","venue":"ThinkIR: The University of Louisville's Institutional Repository (University of Louisville)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Labour economics; Immigration policy; Human capital; Business; Capital (architecture); Economics; Economic growth; Political science; Law; Geography","score_opus":0.025673291767430547,"score_gpt":0.2711091287829766,"score_spread":0.24543583701554605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210008089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96500075,0.0027782836,0.00063877215,0.010358865,0.0003242238,0.0014339078,0.00006938007,0.0000896711,0.019306142],"genre_scores_gemma":[0.99638504,0.00066082744,0.0004250306,0.00010345579,0.00031771886,0.0000011551406,0.000017373251,0.000010799931,0.0020785881],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981585,0.0004043926,0.0003003295,0.00038534115,0.00039588046,0.00035555678],"domain_scores_gemma":[0.9983188,0.00037975205,0.0005586378,0.0003069049,0.00031056872,0.00012531962],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00064134947,0.00025844882,0.00039269333,0.0001162963,0.010170322,0.000016982707,0.00041867176,0.00025406532,0.00004530057],"category_scores_gemma":[0.000058558988,0.00022208707,0.00016907742,0.0003174874,0.0017759941,0.0003906434,0.00042108755,0.0004731024,0.0000037834652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011559447,0.00020049357,0.67449045,0.0009726434,0.0014192653,0.000079769365,0.15706553,0.0002216578,0.0004170252,0.15059198,0.008957953,0.004427292],"study_design_scores_gemma":[0.005900053,0.0004912415,0.43588853,0.0010775722,0.0006913322,0.00012053007,0.4438591,0.0005822471,0.000019705752,0.0033257452,0.1072817,0.00076224457],"about_ca_topic_score_codex":0.008745958,"about_ca_topic_score_gemma":0.001776444,"teacher_disagreement_score":0.2867936,"about_ca_system_score_codex":0.00031484594,"about_ca_system_score_gemma":0.00021653039,"threshold_uncertainty_score":0.9978549},"labels":[],"label_agreement":null},{"id":"W3210303239","doi":"10.1136/oem-2021-epi.5","title":"O-447 Association of Perceived Job Security and Chronic Health Conditions with Retirement in Older UK and U.S Workers","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Incidence (geometry); Cohort study; Social security; Proportional hazards model; Demography; Gerontology; Longitudinal study; Internal medicine; Economics","score_opus":0.041284141250789996,"score_gpt":0.41643537012183196,"score_spread":0.37515122887104196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210303239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97381765,0.00051819655,0.000018234408,0.022089513,0.00007863698,0.00060058717,0.00006544636,0.000019092815,0.0027926378],"genre_scores_gemma":[0.9967037,0.0005105159,0.000112187416,0.000257215,0.000035609515,0.00011824554,0.00010035776,0.00000819766,0.0021539791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987821,0.00035030572,0.0002923326,0.00017537978,0.00016428606,0.0002355932],"domain_scores_gemma":[0.99928313,0.00024532128,0.00016161824,0.00009739116,0.00014863693,0.0000638784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022768314,0.00008222977,0.00020300118,0.000062227795,0.00048221182,0.000008855959,0.000025698471,0.00005454275,0.00028982537],"category_scores_gemma":[0.000071629824,0.000074626165,0.000016988055,0.00020310639,0.000065452354,0.00009950364,0.000061880186,0.00019844931,0.0000029928215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000901654,0.00004115674,0.9746586,0.000129454,0.00004439909,0.0000014044371,0.010863089,0.000004933299,0.000081576225,0.0009396992,0.013148078,0.000078587895],"study_design_scores_gemma":[0.0013584218,0.00005799782,0.9812987,0.00021267465,0.00002560694,3.3566945e-7,0.015718957,0.000030000763,0.000011128935,0.0006818402,0.0005349004,0.00006942384],"about_ca_topic_score_codex":0.0017826522,"about_ca_topic_score_gemma":0.0360838,"teacher_disagreement_score":0.034301147,"about_ca_system_score_codex":0.00019633162,"about_ca_system_score_gemma":0.00026785926,"threshold_uncertainty_score":0.98150516},"labels":[],"label_agreement":null},{"id":"W3210534777","doi":"10.1111/ssqu.13083","title":"Earnings mobility and the Great Recession","year":2021,"lang":"en","type":"article","venue":"Social Science Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Recession; Unemployment; Economics; Demographic economics; Great recession; Wage; Quarter (Canadian coin); Labour economics; Geography; Macroeconomics; Finance","score_opus":0.03588209329647057,"score_gpt":0.40615371836644576,"score_spread":0.3702716250699752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210534777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921303,0.0001214124,0.000022769951,0.024393579,0.000502218,0.00023782962,0.00000205877,0.00004924118,0.05336794],"genre_scores_gemma":[0.99501616,0.000015120388,0.000017468603,0.0007950204,0.00023228196,0.00004497897,8.96147e-7,0.000003599515,0.0038744807],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998544,0.0003911049,0.00017793891,0.00024644358,0.00029936084,0.00034118976],"domain_scores_gemma":[0.99928963,0.00025454644,0.00008322127,0.000117803815,0.00020085517,0.000053934295],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017402812,0.00006931225,0.00014468648,0.000019048275,0.0052689076,0.000031862997,0.00013964585,0.000052277683,0.00017924157],"category_scores_gemma":[0.00019502678,0.000040775107,0.000035847188,0.00042061973,0.0013034081,0.00018804782,0.000060877137,0.0002496224,0.000039620023],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010888059,0.000048947903,0.36894274,0.00006952299,0.000016936106,0.000004916687,0.41560134,2.402568e-8,0.001937459,0.0810651,0.007143494,0.12506063],"study_design_scores_gemma":[0.0013942376,0.00009513229,0.8432225,0.000053041058,0.000019486362,7.60837e-7,0.11111009,0.000012625177,0.000037914862,0.02357471,0.020330962,0.00014852502],"about_ca_topic_score_codex":0.00028285294,"about_ca_topic_score_gemma":0.00017554918,"teacher_disagreement_score":0.47427976,"about_ca_system_score_codex":0.000054854314,"about_ca_system_score_gemma":0.00019035062,"threshold_uncertainty_score":0.9960261},"labels":[],"label_agreement":null},{"id":"W3210540938","doi":"10.2139/ssrn.3945192","title":"Wealth Inequality and Return Heterogeneity during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Inequality; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Virology; Medicine; Outbreak; Mathematics; Infectious disease (medical specialty)","score_opus":0.07744579368928528,"score_gpt":0.42186993888217966,"score_spread":0.3444241451928944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210540938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96557635,0.010600786,0.0003894105,0.02255207,0.00028553183,0.0002018652,0.0000071041254,0.000057384204,0.00032948813],"genre_scores_gemma":[0.96663576,0.026972955,0.000006295647,0.0031015826,0.00054134015,0.000019191628,0.0000036765368,0.000017571656,0.0027016345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956952,0.0012879139,0.00046399518,0.0002354454,0.00024637074,0.0020711236],"domain_scores_gemma":[0.99881124,0.00038723304,0.0002563011,0.00023010951,0.000120005774,0.00019512954],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0043748454,0.00015441256,0.0002503033,0.000038816997,0.0032864234,0.000020049787,0.00016166596,0.000108694105,0.000082825245],"category_scores_gemma":[0.0005762628,0.000100716294,0.0000829816,0.00015650473,0.000079007346,0.00009337792,0.00021304084,0.0032231912,0.000013560522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056700235,0.000017710157,0.988008,0.00007839435,0.00013944514,0.0000073622887,0.0016683703,0.0000010508231,0.00026695832,0.008785678,0.00031594987,0.0006543709],"study_design_scores_gemma":[0.004441711,0.00024709417,0.67791826,0.000108739296,0.00014401622,0.0015823601,0.034506176,0.0000108775275,0.00006366626,0.22142366,0.059036907,0.0005165303],"about_ca_topic_score_codex":0.00034802832,"about_ca_topic_score_gemma":0.024282696,"teacher_disagreement_score":0.31008974,"about_ca_system_score_codex":0.0015073131,"about_ca_system_score_gemma":0.003721895,"threshold_uncertainty_score":0.9990764},"labels":[],"label_agreement":null},{"id":"W3210575568","doi":"10.1111/cars.12361","title":"Unemployment, religious disintegration and suicide fluctuations in Alberta","year":2021,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Unemployment; Operationalization; Demography; Population; Recession; Political science; Sociology; Welfare economics; Demographic economics; Geography; Economics; Economic growth; Philosophy; Keynesian economics","score_opus":0.06737283695977216,"score_gpt":0.37174925575594253,"score_spread":0.3043764187961704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210575568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85749936,0.06504763,0.000009461806,0.07233852,0.00041434597,0.0007735063,0.00014976598,0.000025153084,0.003742254],"genre_scores_gemma":[0.9069958,0.07839264,0.00014555677,0.01234923,0.0001415471,0.00029905504,0.00038019245,0.000028724233,0.0012672815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996731,0.00086958334,0.0007885132,0.00042987807,0.000039026556,0.0011420097],"domain_scores_gemma":[0.99729747,0.0013016401,0.00025882488,0.00036016005,0.0003304993,0.0004513922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012455358,0.0002348232,0.00076508574,0.00015370669,0.00046576853,0.0000030291342,0.00019637086,0.00041121506,0.00024351625],"category_scores_gemma":[0.004456059,0.00022871936,0.00012612133,0.0002650073,0.0005010269,0.0000616684,0.000074694464,0.00066047104,0.000027659187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034720192,0.000012517493,0.92130935,0.0023881628,0.0000805342,0.000064148364,0.016021503,0.0000016482282,0.00008147088,0.03620384,0.022412218,0.0014211362],"study_design_scores_gemma":[0.0007504181,0.0001109806,0.8677471,0.008303542,0.00017528681,0.00001851075,0.030647255,0.000019599596,0.0000070958135,0.04470292,0.046993785,0.00052347285],"about_ca_topic_score_codex":0.20802552,"about_ca_topic_score_gemma":0.9525151,"teacher_disagreement_score":0.7444896,"about_ca_system_score_codex":0.0016599606,"about_ca_system_score_gemma":0.0023700495,"threshold_uncertainty_score":0.9326905},"labels":[],"label_agreement":null},{"id":"W3210903185","doi":"","title":"The Effects of Austerity Measures on Gender Gaps in Labor Market Outcomes","year":2019,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department for International Development; International Development Research Centre; Government of Canada; Université Laval","keywords":"Austerity; Unemployment; Wage; Public sector; Economics; Labour economics; Panel data; Demographic economics; Government (linguistics); Political science; Economic growth; Economy; Politics","score_opus":0.07752052846922325,"score_gpt":0.4288822241685294,"score_spread":0.35136169569930614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210903185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8526841,0.00059932144,1.3580481e-7,0.002283684,0.0019007158,0.0029753535,0.000063974854,0.000025954,0.13946678],"genre_scores_gemma":[0.953945,0.027003292,0.00001835032,0.00029088435,0.00015511268,0.0010086397,0.00001331535,0.0000633003,0.017502142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99466497,0.0023040755,0.0009536521,0.0006516178,0.00040473594,0.0010209688],"domain_scores_gemma":[0.9889759,0.009224777,0.0003227052,0.0011974126,0.0001867334,0.00009250978],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005136359,0.0003246106,0.0008553212,0.00037394103,0.00042010736,0.000024391033,0.00073727546,0.00053761806,0.00007543257],"category_scores_gemma":[0.0032329755,0.0002347429,0.00016893285,0.00011112744,0.00026383117,0.000042266183,0.0018226486,0.0031183986,0.000028301201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037080786,0.00012744177,0.9754741,0.0021431276,0.00019571255,0.000009117118,0.002101833,0.0001054891,0.000020561254,0.0006000492,0.002048623,0.016803129],"study_design_scores_gemma":[0.0011289759,0.0001025611,0.9684021,0.0010157825,0.000009022815,1.0526681e-7,0.0017923686,0.00007195299,0.000024229541,0.0017699525,0.025441946,0.00024100427],"about_ca_topic_score_codex":0.00040425625,"about_ca_topic_score_gemma":0.0029726904,"teacher_disagreement_score":0.12196463,"about_ca_system_score_codex":0.0009496355,"about_ca_system_score_gemma":0.00064698607,"threshold_uncertainty_score":0.99918145},"labels":[],"label_agreement":null},{"id":"W3211120317","doi":"10.1007/s12134-021-00905-2","title":"COVID-19 Outbreaks in Canada and the Crisis of Migrant Farmworkers’ Social Reproduction: Transnational Labour and the Need for Greater Accountability Among Receiving States","year":2021,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Government (linguistics); Coronavirus disease 2019 (COVID-19); Reproduction; Political science; Accountability; Externalization; Economic growth; Psychological intervention; Development economics; Economics; Medicine; Law; Psychology","score_opus":0.031237934787166268,"score_gpt":0.3558687946848266,"score_spread":0.32463085989766033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211120317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75629586,0.00034800623,0.02633048,0.21557502,0.000514584,0.00057645247,0.00012478743,0.000010890715,0.00022391017],"genre_scores_gemma":[0.9910388,0.0016024698,0.000877353,0.00487166,0.00036039238,0.00024444077,0.00015660736,0.000017832383,0.0008304223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9958989,0.0015678346,0.0015373491,0.00031234595,0.0004928569,0.00019069073],"domain_scores_gemma":[0.9927895,0.00357989,0.0011812471,0.00013570437,0.002211948,0.000101731646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049501318,0.00023273342,0.00045783469,0.00026905304,0.00044622936,0.00015138867,0.00020128007,0.00013966496,0.00015277472],"category_scores_gemma":[0.004865021,0.00015502953,0.00015240668,0.00025552497,0.0003767308,0.00064026593,0.000050565053,0.0006140574,1.6407391e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036593913,0.00013914665,0.43623865,0.0001785788,0.00041718912,0.0000056987637,0.10308976,0.0010011763,0.0008599511,0.442035,0.010376237,0.0019992087],"study_design_scores_gemma":[0.011590169,0.00011191151,0.819589,0.0003505224,0.00015474383,0.00019255227,0.07783549,0.027413728,0.0007146442,0.03537248,0.02635155,0.00032320735],"about_ca_topic_score_codex":0.20464939,"about_ca_topic_score_gemma":0.8367356,"teacher_disagreement_score":0.6320862,"about_ca_system_score_codex":0.0009202965,"about_ca_system_score_gemma":0.0014609863,"threshold_uncertainty_score":0.8006469},"labels":[],"label_agreement":null},{"id":"W3211521861","doi":"10.4000/interventionseconomiques.14785","title":"La COVID-19 et les transformations du travail et de l’emploi","year":2021,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Political science; Humanities; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","score_opus":0.1366091696719356,"score_gpt":0.4556954764694223,"score_spread":0.31908630679748673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211521861","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13357094,0.041119415,0.08278826,0.58724684,0.0019387095,0.0009628537,0.0015089281,0.00054600934,0.15031806],"genre_scores_gemma":[0.87292576,0.031191388,0.0022684012,0.013448677,0.00045587856,0.0006545142,0.00039552953,0.00008735573,0.0785725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926569,0.0052142204,0.0011217295,0.0003654599,0.00008394013,0.0005577419],"domain_scores_gemma":[0.99704903,0.0017472944,0.00026209894,0.0003365732,0.0002563731,0.0003486534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00272744,0.0003111251,0.0004639623,0.00018857628,0.0010570523,0.0001387516,0.00023348517,0.0005023364,0.008260225],"category_scores_gemma":[0.001184938,0.00034801217,0.00082283607,0.00019798757,0.0003488164,0.00060370326,0.00018250803,0.0010901006,0.0003651637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032800875,0.0010778765,0.05221172,0.0031365694,0.00064143684,0.000071682145,0.05228307,0.00007688116,0.000021842428,0.6001642,0.27079096,0.019490989],"study_design_scores_gemma":[0.0011650473,0.00014701749,0.04501618,0.002227271,0.00026610555,0.00005989756,0.020364793,0.000057405177,0.00006267801,0.018966086,0.9113365,0.00033105325],"about_ca_topic_score_codex":0.007065595,"about_ca_topic_score_gemma":0.06067163,"teacher_disagreement_score":0.7393548,"about_ca_system_score_codex":0.0006158875,"about_ca_system_score_gemma":0.0012821589,"threshold_uncertainty_score":0.9998972},"labels":[],"label_agreement":null},{"id":"W3211719237","doi":"10.4000/rdctss.729","title":"L’impact de la pandémie de COVID-19 sur le droit du travail et de la sécurité sociale","year":2021,"lang":"fr","type":"article","venue":"Revue de droit comparé du travail et de la sécurité sociale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","score_opus":0.03052239674455319,"score_gpt":0.35919081082183935,"score_spread":0.32866841407728614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211719237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85536695,0.029755782,0.0024821523,0.034213733,0.0009762932,0.0014131302,0.0015347091,0.00074056856,0.07351666],"genre_scores_gemma":[0.922039,0.03489134,0.0010543566,0.011451562,0.003669832,0.0004685967,0.00038487287,0.0004295805,0.025610887],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.97503716,0.0175597,0.0017627459,0.0013274304,0.0007762629,0.0035366898],"domain_scores_gemma":[0.98236716,0.013425378,0.00093101844,0.00088231417,0.0005982536,0.0017958726],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.012880099,0.0012046521,0.002363556,0.00027839397,0.0031304387,0.0005802311,0.0010760166,0.0027428644,0.0021678128],"category_scores_gemma":[0.004822496,0.001607518,0.0013540494,0.0011056508,0.0023926008,0.000532048,0.0005092292,0.0045206835,0.00021386551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00032618357,0.003663972,0.4700473,0.003017689,0.0013231413,0.0021515472,0.06903972,0.00034137352,0.0009390121,0.21707734,0.2279066,0.0041661183],"study_design_scores_gemma":[0.007447742,0.00022314717,0.38805968,0.0011992415,0.0008639901,0.00087057136,0.008274255,0.0005546395,0.0001828483,0.056556653,0.5341145,0.0016527217],"about_ca_topic_score_codex":0.027055433,"about_ca_topic_score_gemma":0.017526353,"teacher_disagreement_score":0.3062079,"about_ca_system_score_codex":0.003957695,"about_ca_system_score_gemma":0.02356822,"threshold_uncertainty_score":0.99986595},"labels":[],"label_agreement":null},{"id":"W3211864503","doi":"10.1007/978-3-030-86320-3_5","title":"Risk Factors and Rates of Depression in Men: Do Males Have Greater Resilience, or Is Male Depression Underrecognized and Underdiagnosed?","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Depression (economics); Psychology; Mental health; Clinical psychology; Epidemiology; Rumination; Coping (psychology); Psychiatry; Medicine; Cognition","score_opus":0.07753888086798394,"score_gpt":0.3786677918321288,"score_spread":0.30112891096414485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211864503","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5208889,0.00809131,0.000025276791,0.0004658035,0.0002819015,0.00165313,0.00022848646,0.000061882056,0.4683033],"genre_scores_gemma":[0.46338513,0.023310771,0.00014506553,0.00016677975,0.00007007381,0.000067699686,0.000056657915,0.00007348574,0.51272434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722147,0.00026737878,0.00087709853,0.0008480492,0.0003340048,0.0004520267],"domain_scores_gemma":[0.99708533,0.0016769062,0.0005382354,0.00039011022,0.00015965986,0.00014977746],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033422004,0.00056631846,0.0010729765,0.0003185258,0.0005771327,0.000023621755,0.00013302434,0.0007475367,0.005437634],"category_scores_gemma":[0.00015541205,0.0003484561,0.00010114109,0.00005528096,0.00025590422,0.00015034938,0.0007343414,0.00074820773,0.000013699243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024094411,0.000023946364,0.98707134,0.0004189088,0.00012644446,0.000033090473,0.0024022846,3.2418637e-7,0.000016081307,0.0003853848,0.0076026837,0.0016785575],"study_design_scores_gemma":[0.004419665,0.00020343729,0.951723,0.0075143967,0.00037718713,0.000008780143,0.015069852,0.000027912105,0.0010446468,0.0068154265,0.011728896,0.0010668096],"about_ca_topic_score_codex":0.0011396875,"about_ca_topic_score_gemma":0.0033293632,"teacher_disagreement_score":0.057503764,"about_ca_system_score_codex":0.000066798144,"about_ca_system_score_gemma":0.0001212098,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W3212705552","doi":"10.1007/s00127-021-02187-6","title":"The impact of changes in job security on mental health across gender and family responsibility: evidence from the UK Household Longitudinal Study","year":2021,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; Brock University","funders":"Brock University","keywords":"Mental health; Job security; Psychology; Longitudinal study; Mental distress; Clinical psychology; Psychiatry; Medicine","score_opus":0.24763007645940588,"score_gpt":0.5158310358431647,"score_spread":0.2682009593837588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212705552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87776005,0.04745881,0.0000040474474,0.07143612,0.0018756976,0.0010072846,0.00028246024,0.000023137512,0.000152366],"genre_scores_gemma":[0.98436433,0.011166518,0.000047624497,0.003203593,0.001062125,0.00008103308,0.0000119543365,0.000018191122,0.00004460998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98913604,0.0080916835,0.0010527504,0.00068951806,0.00019009798,0.00083992124],"domain_scores_gemma":[0.9907528,0.0080194315,0.0005960538,0.0004405033,0.000077380384,0.00011381086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007992244,0.0003028118,0.00087291043,0.000049294515,0.0036021224,0.000011044004,0.00023733322,0.0002518752,0.000021893673],"category_scores_gemma":[0.0009498455,0.00017437797,0.00017085856,0.00046893797,0.00042144067,0.000051501458,0.00030090494,0.0010654151,0.0000022366278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000934771,0.00025077275,0.9477117,0.00005507504,0.00019435691,8.0353146e-7,0.02348048,7.240464e-7,0.0000012634791,0.0020075373,0.024790548,0.00057198503],"study_design_scores_gemma":[0.0011721872,0.0008531212,0.927616,0.00008616269,0.000031640313,0.0000011314257,0.042711645,0.0000024601093,4.1313683e-8,0.027190017,0.00019727726,0.00013829417],"about_ca_topic_score_codex":0.012114002,"about_ca_topic_score_gemma":0.05965418,"teacher_disagreement_score":0.10660427,"about_ca_system_score_codex":0.00010989319,"about_ca_system_score_gemma":0.0004980625,"threshold_uncertainty_score":0.997695},"labels":[],"label_agreement":null},{"id":"W3212803481","doi":"10.1515/9780773591813-012","title":"Chronic Illness among Immigrant Workers in Canada: An Overview of Existing Knowledge","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Medicine; Political science","score_opus":0.0791062325062451,"score_gpt":0.320444923279534,"score_spread":0.2413386907732889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212803481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011981371,0.00011477239,0.000008388842,0.000091502014,0.00062940933,0.0011721357,0.00037065538,0.000099597215,0.9963154],"genre_scores_gemma":[0.073326595,0.0006206165,0.000015145932,0.000058299436,0.00023209694,0.000011042876,0.000072207455,0.000105885396,0.9255581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969491,0.00043621563,0.00075014686,0.0006906651,0.00039867542,0.00077523704],"domain_scores_gemma":[0.9974915,0.00041718537,0.0008266639,0.0007024014,0.00032110946,0.00024115258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038418316,0.0006032842,0.0012081316,0.00031250127,0.0010480871,0.0000045354122,0.0006222701,0.00051755836,0.00009652849],"category_scores_gemma":[0.000025413206,0.0006404434,0.00019845905,0.000036848473,0.00023956576,0.00009411949,0.0008188499,0.0011912612,0.000007310971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018954044,0.000026700838,0.011658408,0.00399952,0.00047511823,0.00020345974,0.002721426,0.000032899407,0.0000025488018,0.96606636,0.005638339,0.008985684],"study_design_scores_gemma":[0.0012657519,0.00007882858,0.004702977,0.005068666,0.00022441757,2.3400524e-7,0.0018481337,0.00001648663,0.000012322978,0.00015968205,0.9858839,0.00073861534],"about_ca_topic_score_codex":0.9375909,"about_ca_topic_score_gemma":0.6846465,"teacher_disagreement_score":0.98024553,"about_ca_system_score_codex":0.0032868925,"about_ca_system_score_gemma":0.0013543132,"threshold_uncertainty_score":0.9996047},"labels":[],"label_agreement":null},{"id":"W3212923062","doi":"10.7202/1083647ar","title":"WHAT ISN’T NEW IN THE NEW NORMAL: A FEMINIST ETHICAL PERSPECTIVE ON COVID-19","year":2021,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Disadvantaged; Vulnerability (computing); Pandemic; Coronavirus disease 2019 (COVID-19); Sociology; Devaluation; Environmental ethics; Sociocultural evolution; Criminology; Political science; Medicine; Law; Economics; Disease","score_opus":0.07938970002069017,"score_gpt":0.43442582320417805,"score_spread":0.3550361231834879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212923062","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047494215,0.03187436,0.00059716235,0.90058535,0.002564064,0.00083443284,0.000024973939,0.000089783556,0.05868048],"genre_scores_gemma":[0.10738933,0.044996127,0.00081801775,0.71810526,0.0035356896,0.00013465951,0.000044434717,0.000114788345,0.12486169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926357,0.004338646,0.00064044824,0.000695507,0.0004990558,0.0011906291],"domain_scores_gemma":[0.99423045,0.004054087,0.00020393252,0.00060443964,0.00018995478,0.0007171641],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0022537634,0.00044490307,0.0005488213,0.000118250246,0.0012507414,0.00018771776,0.00048564677,0.0020472982,0.0022443228],"category_scores_gemma":[0.0042279908,0.00037072095,0.00025247378,0.00063962827,0.00042964309,0.00019906949,0.00031335882,0.007159758,0.00043242428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020222389,0.00013859518,0.0044500213,0.00023946984,0.00009291754,0.0005950224,0.2563378,0.000064684245,0.000011789595,0.39794597,0.336807,0.0031145003],"study_design_scores_gemma":[0.0013871654,0.00022365245,0.0028002926,0.0010021849,0.00007293544,0.00004787251,0.32163882,0.000020003934,0.00004205286,0.0708579,0.6015714,0.0003357095],"about_ca_topic_score_codex":0.027959645,"about_ca_topic_score_gemma":0.04678346,"teacher_disagreement_score":0.32708806,"about_ca_system_score_codex":0.0023890205,"about_ca_system_score_gemma":0.0049473536,"threshold_uncertainty_score":0.9998745},"labels":[],"label_agreement":null},{"id":"W3213275704","doi":"","title":"Changing Preferences for Brexit: Identifying the Groups with Volatile Support for 'Leave'","year":2018,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brexit; Politics; Volatility (finance); Quarter (Canadian coin); Phenomenon; Latent class model; Perspective (graphical); Social psychology; Political science; Psychology; European union; Economics; Law; Epistemology; Econometrics; Geography; Computer science","score_opus":0.05189607440710805,"score_gpt":0.32319128407494235,"score_spread":0.2712952096678343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213275704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9334095,0.000058361504,0.04511003,0.004576952,0.0012086417,0.004209495,0.0017936251,0.00016799309,0.0094653955],"genre_scores_gemma":[0.9128383,0.000022092088,0.00050716574,0.00044284042,0.0004875568,0.00006849798,0.00007721894,0.000029009672,0.08552734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99845314,0.000090410525,0.00018418022,0.00037302022,0.00021741603,0.00068183756],"domain_scores_gemma":[0.99862605,0.0005388958,0.00021143196,0.00027882188,0.0002753432,0.00006946835],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00040291922,0.00020656102,0.00029225112,0.00018323484,0.004874471,0.000028487248,0.00037572146,0.00010362133,0.00018161115],"category_scores_gemma":[0.000041741674,0.00015161415,0.00013535656,0.00042973756,0.00024736574,0.00090432493,0.00029967033,0.00017526986,0.000045160727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008405723,0.00034600977,0.15376624,0.0021119951,0.0014272424,0.000040680883,0.09200511,0.0000149275775,0.00029908074,0.55035937,0.18973485,0.0014887794],"study_design_scores_gemma":[0.019788804,0.0040726583,0.13163581,0.0015978152,0.0012287085,0.000009361299,0.43552172,0.0010625019,0.00039341854,0.024198124,0.3786651,0.0018260045],"about_ca_topic_score_codex":0.00017277143,"about_ca_topic_score_gemma":0.0037868654,"teacher_disagreement_score":0.52616125,"about_ca_system_score_codex":0.0001839177,"about_ca_system_score_gemma":0.00030548198,"threshold_uncertainty_score":0.99642104},"labels":[],"label_agreement":null},{"id":"W3213719935","doi":"10.1002/ajim.23314","title":"Free agents or cogs in the machine? Classed, gendered, and racialized inequities in hazardous working conditions","year":2021,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Mental Health","keywords":"Medicine; Hazardous waste; Inequality; Environmental health; Gerontology; Criminology; Sociology","score_opus":0.2086940072189993,"score_gpt":0.4451081644593531,"score_spread":0.23641415724035378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213719935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91823936,0.0011960947,0.000017958044,0.07627144,0.0011968669,0.00040599128,0.000020547166,0.000008658396,0.002643097],"genre_scores_gemma":[0.99298584,0.0011134426,0.00002799168,0.0040675695,0.0015199514,0.00003496667,0.000008681284,0.000014057591,0.00022746842],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966694,0.0013244803,0.0011000085,0.00013740466,0.000420531,0.00034819118],"domain_scores_gemma":[0.9968885,0.001964007,0.0007222412,0.00017433468,0.00015360513,0.00009730466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017472802,0.00015767314,0.0007388559,0.0002748356,0.0002910155,0.000009776899,0.00023565856,0.00009072579,0.0003478916],"category_scores_gemma":[0.0032644942,0.00008937579,0.00004726184,0.00076609,0.00043160358,0.00008047686,0.000115613446,0.0012881191,0.0000011300338],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013869242,0.000131854,0.8358745,0.000019849485,0.00018681753,0.0011408832,0.027639598,0.000005270046,0.000053084317,0.0007529019,0.06687265,0.06593569],"study_design_scores_gemma":[0.05357505,0.0029859862,0.30160367,0.007828732,0.0004410248,0.0004194842,0.5355517,0.000024202089,0.000014188864,0.0025791458,0.09444392,0.0005328662],"about_ca_topic_score_codex":0.0012195449,"about_ca_topic_score_gemma":0.0028885745,"teacher_disagreement_score":0.5342708,"about_ca_system_score_codex":0.00011275784,"about_ca_system_score_gemma":0.00040123763,"threshold_uncertainty_score":0.5596309},"labels":[],"label_agreement":null},{"id":"W3213971306","doi":"10.4000/rdctss.2165","title":"Le chômage au temps de la Covid : le régime canadien d’assurance-chômage survivra-t-il à la pandémie ?","year":2021,"lang":"fr","type":"article","venue":"Revue de droit comparé du travail et de la sécurité sociale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","score_opus":0.018097722470834462,"score_gpt":0.3123316603933058,"score_spread":0.2942339379224713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213971306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5251377,0.014449047,0.00065894256,0.045224614,0.0014001867,0.0009487209,0.0013273869,0.00037225048,0.41048113],"genre_scores_gemma":[0.9252598,0.0098792175,0.00053129485,0.0025872965,0.0022067623,0.0002858076,0.00022298492,0.00022546924,0.058801346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9844952,0.010381237,0.0011993377,0.00096814614,0.00045603391,0.0025000412],"domain_scores_gemma":[0.9905176,0.0067921956,0.0005444724,0.0007359314,0.00042533522,0.0009844563],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006781539,0.00073536,0.0016083835,0.00016066594,0.0027351554,0.00025226575,0.00070285273,0.0014148233,0.00067738956],"category_scores_gemma":[0.0017614884,0.0010079744,0.0005588892,0.0007550027,0.001549507,0.00035436038,0.0003730439,0.00268506,0.00019387847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012547082,0.0015136919,0.32384747,0.0033565217,0.00075378845,0.0025986857,0.057238445,0.00011425545,0.0006750007,0.49048704,0.11618655,0.0031030863],"study_design_scores_gemma":[0.0034405733,0.00008193629,0.2145597,0.0011276507,0.0003020444,0.00031273914,0.009727914,0.00014272498,0.0001681598,0.012978904,0.75619596,0.0009616652],"about_ca_topic_score_codex":0.120822,"about_ca_topic_score_gemma":0.33410662,"teacher_disagreement_score":0.6400094,"about_ca_system_score_codex":0.0017791489,"about_ca_system_score_gemma":0.018197216,"threshold_uncertainty_score":0.99988157},"labels":[],"label_agreement":null},{"id":"W3214053959","doi":"10.3982/qe1854","title":"Earnings dynamics of immigrants and natives in Sweden 1985–2016","year":2022,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"Institutet för arbetsmarknads- och utbildningspolitisk politisk utvärdering","keywords":"Earnings; Economics; Earnings growth; Recession; Immigration; Inequality; Volatility (finance); Labour economics; Demographic economics; Redistribution (election); Macroeconomics; Financial economics; Political science","score_opus":0.06727446400029054,"score_gpt":0.3945719998952393,"score_spread":0.32729753589494875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214053959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99012965,0.00036518584,0.00003204497,0.002047874,0.00025317943,0.00033473628,0.00016672825,0.000015646832,0.006654952],"genre_scores_gemma":[0.99678564,0.00050153624,0.00029203878,0.00016690411,0.000016428046,0.00010597498,0.000028367713,0.000017990316,0.002085098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987816,0.0003026289,0.0004268291,0.00020606809,0.000051600768,0.0002312716],"domain_scores_gemma":[0.9987296,0.000794509,0.00030808183,0.00009259877,0.000045217683,0.000030034444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000615794,0.000108373104,0.00031063287,0.00017165167,0.00046168105,0.00000277986,0.000109290486,0.00003648822,0.00019461107],"category_scores_gemma":[0.00012808181,0.00011021528,0.000034954544,0.000110241715,0.00011903203,0.00011280661,0.00029162224,0.00031845304,0.000016858918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012082692,0.000046516627,0.8112169,0.00006532253,0.000059746766,0.0000012789477,0.031195916,0.000082996856,0.000027005966,0.15590516,0.0006457952,0.0006325638],"study_design_scores_gemma":[0.0016735669,0.00045267594,0.83510035,0.00008737279,0.000016152739,5.432362e-7,0.13506657,0.0030799895,0.000011634818,0.01556261,0.008678911,0.00026961675],"about_ca_topic_score_codex":0.0013112493,"about_ca_topic_score_gemma":0.0038219895,"teacher_disagreement_score":0.14034255,"about_ca_system_score_codex":0.00019044802,"about_ca_system_score_gemma":0.000086283035,"threshold_uncertainty_score":0.4494449},"labels":[],"label_agreement":null},{"id":"W3214103186","doi":"10.2196/34609","title":"Authors' Responses to Peer Review of “Influence of the COVID-19 Lockdown on the Physical and Psychosocial Well-being and Work Productivity of Remote Workers: Cross-sectional Correlational Study”","year":2021,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Psychosocial; Cross-sectional study; 2019-20 coronavirus outbreak; Work (physics); Psychology; Productivity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Peer review; Applied psychology; Medicine; Engineering; Psychiatry; Virology; Political science; Economics","score_opus":0.0844144918929931,"score_gpt":0.46809501873199644,"score_spread":0.38368052683900333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214103186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90152186,0.0003456393,0.000007872021,0.096206434,0.00022985991,0.0011657263,0.000016753278,0.000009381803,0.00049645087],"genre_scores_gemma":[0.98740715,0.00007308235,0.00003787842,0.0011604141,0.00016354202,0.000057808524,0.0000021965786,0.000008413171,0.011089547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973886,0.0010826616,0.0004222567,0.0002678429,0.00068650773,0.00015215573],"domain_scores_gemma":[0.9966329,0.0020215798,0.0003025988,0.00028174595,0.0006998129,0.00006137777],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023067493,0.000111547706,0.00030686567,0.000031421558,0.0006103984,0.0000054563793,0.00011330373,0.000057967303,0.000051741314],"category_scores_gemma":[0.008680841,0.000066481836,0.00006494328,0.00047005643,0.00026962408,0.00004392177,0.00020370109,0.0003402411,0.000002494936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050590636,0.00014536716,0.97201645,0.00070544635,0.00006336227,5.82892e-7,0.00987272,0.000012144081,0.0001067394,0.0008650426,0.015539183,0.0001670536],"study_design_scores_gemma":[0.0003575535,0.000077255725,0.98495764,0.0014289395,0.00003182426,6.101523e-7,0.0007948191,0.0000011692456,0.000036590573,0.0010890128,0.011163306,0.00006129797],"about_ca_topic_score_codex":0.00008467971,"about_ca_topic_score_gemma":0.000049463823,"teacher_disagreement_score":0.09504602,"about_ca_system_score_codex":0.00004426529,"about_ca_system_score_gemma":0.00026505318,"threshold_uncertainty_score":0.99966943},"labels":[],"label_agreement":null},{"id":"W3214530455","doi":"10.9778/cmajo.20210090","title":"Discrimination experienced by Asian Canadian and Asian American health care workers during the COVID-19 pandemic: a qualitative study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Asian americans; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Health care; Medicine; Political science; Virology; Sociology; Ethnic group; Social science; Outbreak; Infectious disease (medical specialty); Disease","score_opus":0.12911035902783496,"score_gpt":0.518489422112442,"score_spread":0.389379063084607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214530455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8827388,0.0005608346,0.000016662025,0.10526641,0.00018098345,0.0026267034,0.00012235083,0.000042840675,0.008444377],"genre_scores_gemma":[0.9900214,0.00005658426,0.00003649116,0.005736816,0.00004836537,0.00084316806,0.00007393149,0.000020120598,0.0031630853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996659,0.0019056927,0.000336723,0.00039599207,0.00018865964,0.00051395124],"domain_scores_gemma":[0.99873084,0.00022093108,0.00019630532,0.0002866768,0.000103383565,0.00046187118],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007140808,0.00016047456,0.00032493257,0.000056860288,0.0036500758,0.0000697894,0.00028321624,0.00003935094,0.00012603035],"category_scores_gemma":[0.00032506566,0.00011727759,0.000025333851,0.0003356974,0.00018227694,0.00015629272,0.00036145272,0.0002945197,0.0000088253055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017911929,0.000014677894,0.38471365,0.000038892194,0.000028178756,0.000004908296,0.60623425,9.2706166e-8,0.0000026609612,0.000071302646,0.006590782,0.002282727],"study_design_scores_gemma":[0.0005853504,0.000087123466,0.23317957,0.000037590293,0.000009584418,9.075863e-7,0.73875916,1.7946125e-7,7.1999045e-7,0.00003223987,0.027199076,0.000108494656],"about_ca_topic_score_codex":0.6959483,"about_ca_topic_score_gemma":0.95303977,"teacher_disagreement_score":0.2570914,"about_ca_system_score_codex":0.00097256876,"about_ca_system_score_gemma":0.0014741495,"threshold_uncertainty_score":0.99764705},"labels":[],"label_agreement":null},{"id":"W3214542673","doi":"10.4000/interventionseconomiques.14792","title":"La mondialisation et les effets de la COVID-19 sur la conciliation emploi-famille au Québec","year":2021,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Political science; Coronavirus disease 2019 (COVID-19); Conciliation; Humanities; Philosophy; Mediation; Medicine","score_opus":0.11605529080640108,"score_gpt":0.44584249906371376,"score_spread":0.32978720825731267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214542673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85913485,0.012343606,0.0071341638,0.09524178,0.0012912925,0.00062337215,0.0003866839,0.00029816193,0.023546107],"genre_scores_gemma":[0.94187874,0.0032914702,0.0004475448,0.0020260129,0.0003938803,0.0003703269,0.00024293871,0.000058628055,0.051290464],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9881492,0.00986448,0.0009740055,0.0004396074,0.000106317224,0.00046636097],"domain_scores_gemma":[0.99091434,0.0077211265,0.00044196277,0.00033859274,0.00032369528,0.00026029878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003675889,0.00031048336,0.00047039991,0.00017908427,0.00094779924,0.00013109951,0.00018344569,0.0007121363,0.001657673],"category_scores_gemma":[0.004849434,0.0003520753,0.0005630914,0.00016444434,0.0004790902,0.00045198904,0.00028057193,0.0008419019,0.0001547416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074409436,0.0009847847,0.631601,0.0028937825,0.000617009,0.00008381172,0.03608001,0.00013856865,0.00009453752,0.21915121,0.08541645,0.022864433],"study_design_scores_gemma":[0.0017959464,0.0001363378,0.23845923,0.0020708572,0.00024362365,0.000022239903,0.0061518336,0.000102471255,0.00016514143,0.007372063,0.7431265,0.00035373372],"about_ca_topic_score_codex":0.3596079,"about_ca_topic_score_gemma":0.5590272,"teacher_disagreement_score":0.6577101,"about_ca_system_score_codex":0.0027780568,"about_ca_system_score_gemma":0.0041326345,"threshold_uncertainty_score":0.9998931},"labels":[],"label_agreement":null},{"id":"W3214680634","doi":"10.12927/hcpap.2021.26646","title":"Our Values Are Showing: Long-Term Care and the Pandemic","year":2021,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Term (time); Diversity (politics); 2019-20 coronavirus outbreak; Population; Value (mathematics); Sociology; Political science; Demography; Medicine; Statistics; Law; Mathematics; Virology","score_opus":0.11629606882695184,"score_gpt":0.4211209751032207,"score_spread":0.3048249062762689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214680634","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5362929,0.0036668412,0.000026897338,0.45613447,0.00091945665,0.0012422104,0.00006504374,0.00025235358,0.0013998096],"genre_scores_gemma":[0.3368935,0.0027262808,0.0000694693,0.65462756,0.0001492424,0.00068171223,0.00009969856,0.000097421354,0.0046551256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941926,0.0014463728,0.0010395362,0.0010887692,0.0006597444,0.0015729597],"domain_scores_gemma":[0.99596703,0.0016001246,0.00042604253,0.0009723972,0.00045028017,0.0005841001],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012453111,0.0006180587,0.0011300513,0.00015603022,0.003679478,0.00007214004,0.00041560802,0.0003590173,0.00016535213],"category_scores_gemma":[0.00073936314,0.00044457565,0.00027726905,0.00055160426,0.00008393694,0.00015587138,0.0010392475,0.0011174659,0.00039020664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081219955,0.00008432496,0.5193393,0.00052536913,0.00014377446,0.000051975043,0.06053435,0.0000014298334,0.000042838135,0.00081185,0.41456383,0.00308872],"study_design_scores_gemma":[0.009049926,0.00074183836,0.68554866,0.00003751526,0.00029041994,0.00004099331,0.064655386,0.00003106632,0.00003600609,0.00028438098,0.23821706,0.0010667609],"about_ca_topic_score_codex":0.0006845089,"about_ca_topic_score_gemma":0.011064857,"teacher_disagreement_score":0.19939941,"about_ca_system_score_codex":0.0007779548,"about_ca_system_score_gemma":0.00048916787,"threshold_uncertainty_score":0.9998006},"labels":[],"label_agreement":null},{"id":"W3215382413","doi":"10.1371/journal.pone.0260221","title":"Prevalence of common mental health issues among migrant workers: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychosocial; Social support; Medicine; Stressor; Meta-analysis; Anxiety; Residence; Psychological intervention; Gerontology; Psychiatry; Psychology; Demography","score_opus":0.3550688567990324,"score_gpt":0.4722875123761036,"score_spread":0.11721865557707123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215382413","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008193296,0.9875584,6.4967406e-7,0.0027115042,0.000020917785,0.009039077,0.0005339206,0.000043991342,0.00008330817],"genre_scores_gemma":[0.000005935496,0.9841008,0.00013522577,0.00041621082,0.000027945633,0.0025737018,0.0001788699,0.00004347589,0.012517841],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99112177,0.004428623,0.002822248,0.00053995755,0.00065630634,0.00043107546],"domain_scores_gemma":[0.9952408,0.0007937789,0.0026928156,0.000920786,0.00020660735,0.00014521218],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002163653,0.0005307329,0.018046852,0.00022448594,0.00043814417,0.000010183493,0.0003165179,0.00018473093,0.00074585323],"category_scores_gemma":[0.0002605706,0.00033515794,0.001862052,0.00083152077,0.00010222909,0.000070154376,0.00036598925,0.00056636374,0.00002868517],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.509281e-7,0.00024041288,0.00080649287,0.77305055,0.22316657,0.0000011839953,0.0007441253,1.9811848e-9,3.537301e-9,0.000010345631,0.001915161,0.00006469014],"study_design_scores_gemma":[0.00003346688,0.000029096678,0.000022708819,0.4410256,0.5547282,2.3160764e-7,0.00015484166,1.682264e-7,2.2347532e-8,0.0000016149515,0.003857729,0.00014628166],"about_ca_topic_score_codex":0.00067543914,"about_ca_topic_score_gemma":0.00051040255,"teacher_disagreement_score":0.33202496,"about_ca_system_score_codex":0.00012721299,"about_ca_system_score_gemma":0.00016731895,"threshold_uncertainty_score":0.99991006},"labels":[],"label_agreement":null},{"id":"W3215653937","doi":"10.13169/workorgalaboglob.1.2.0116","title":"Smart City North: economic and labour force impacts of call centres in Sudbury, Ontario","year":2007,"lang":"en","type":"article","venue":"Work Organisation Labour & Globalisation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Order (exchange); Business; Globalization; Economy; Economic growth; Economics; Market economy; Finance","score_opus":0.023890344829739334,"score_gpt":0.3161594926416979,"score_spread":0.29226914781195856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215653937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954622,0.00010838183,0.00012872274,0.001448212,0.0005141343,0.00062515953,0.00005009796,0.00006401118,0.0015991073],"genre_scores_gemma":[0.9976196,0.00007403878,0.00014263474,0.0005074156,0.0001707697,0.000009923111,0.00009716564,0.000019691844,0.0013587237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805063,0.00017319615,0.0007882495,0.0002857001,0.00021547428,0.0004867745],"domain_scores_gemma":[0.99883467,0.00026813408,0.00043068654,0.00020374967,0.0001390634,0.00012371528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010216634,0.00019988527,0.0003135221,0.00014999654,0.00034511278,0.000016491422,0.00010428634,0.00018617162,0.00076535693],"category_scores_gemma":[0.00015032808,0.00020006907,0.00003690229,0.0002906133,0.00006897669,0.00027464284,0.00009645188,0.00025713744,0.000054120228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014966092,0.00003451201,0.9732579,0.000054039607,0.000025428304,0.0000014742208,0.0122816935,0.000016526305,0.0001023665,0.012582353,0.00096710044,0.00052693527],"study_design_scores_gemma":[0.0010444755,0.000047991824,0.98696464,0.0000870859,0.000018900017,5.1231854e-7,0.0015887643,0.0000027399453,0.00016376605,0.0013377921,0.008572047,0.00017127293],"about_ca_topic_score_codex":0.1734866,"about_ca_topic_score_gemma":0.7674156,"teacher_disagreement_score":0.593929,"about_ca_system_score_codex":0.0018768195,"about_ca_system_score_gemma":0.00030403037,"threshold_uncertainty_score":0.83801216},"labels":[],"label_agreement":null},{"id":"W3216321455","doi":"10.1111/nzg.12313","title":"<scp>COVID</scp>‐19 stigma in New Zealand: Are we really a ‘team’ of five million?","year":2021,"lang":"en","type":"article","venue":"New Zealand Geographer","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stigma (botany); Government (linguistics); Coronavirus disease 2019 (COVID-19); Pandemic; Unintended consequences; Immigration; Cohesion (chemistry); Political science; Public health; 2019-20 coronavirus outbreak; Criminology; Social stigma; Public relations; Sociology; Medicine; Human immunodeficiency virus (HIV); Law; Nursing; Virology; Psychiatry","score_opus":0.03382052036406453,"score_gpt":0.3476478925362949,"score_spread":0.3138273721722304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216321455","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93869543,0.009883316,0.00003997769,0.023233516,0.001729739,0.00148232,0.00023343261,0.00027941773,0.024422875],"genre_scores_gemma":[0.07907927,0.01114991,0.0006188891,0.00460828,0.0014008011,0.000118241696,0.00020172447,0.00011316225,0.9027097],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968492,0.00041967668,0.0008112448,0.00058549765,0.0004461419,0.00088823633],"domain_scores_gemma":[0.9973861,0.00087288854,0.00040540102,0.0005340898,0.00030102904,0.00050047826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040603752,0.0003514301,0.0007255079,0.0003084686,0.0003489561,0.000016324037,0.0002628238,0.00035460704,0.0007600229],"category_scores_gemma":[0.0005471984,0.00029760392,0.00023089789,0.0011350984,0.00007964474,0.000116596224,0.00024962038,0.00064526644,0.00009577345],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027649923,0.000060141254,0.51758224,0.00008334919,0.00007384259,0.000025488827,0.008012154,0.000010260754,0.000023206723,0.00007632269,0.47342318,0.00060219003],"study_design_scores_gemma":[0.0024646476,0.00007053075,0.48566264,0.00040893603,0.000049284823,0.0000016178903,0.0042014136,0.000002673461,0.000009210513,0.0049425694,0.5020854,0.000101089914],"about_ca_topic_score_codex":0.019826325,"about_ca_topic_score_gemma":0.047656193,"teacher_disagreement_score":0.87828684,"about_ca_system_score_codex":0.000056863293,"about_ca_system_score_gemma":0.00093629526,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W3216336441","doi":"10.1007/978-3-030-81210-2_5","title":"Sanctuary Cities and Covid-19: The Case of Canada","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Concordia University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Context (archaeology); Political science; Position (finance); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Psychological intervention; H1n1 pandemic; Geography; Development economics; Business; Medicine; Economics","score_opus":0.1989758815111248,"score_gpt":0.48042752262403393,"score_spread":0.2814516411129091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216336441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003053506,0.025660416,0.0000022574563,0.06626371,0.0004567512,0.0012736219,0.0007500076,0.000039558116,0.90250015],"genre_scores_gemma":[0.01388509,0.009357033,0.000011331787,0.0010257656,0.0004226078,0.00014617734,0.00004518617,0.000052728064,0.9750541],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973548,0.0005173998,0.0004833947,0.0003457366,0.00063212955,0.0006665176],"domain_scores_gemma":[0.995135,0.0032432796,0.0001624435,0.0005303895,0.00063785486,0.00029101755],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014438125,0.00026273067,0.0005249576,0.0001264786,0.0032477677,0.000022589176,0.0002226694,0.00023056773,0.0025964598],"category_scores_gemma":[0.0012325267,0.00017491913,0.00006393145,0.00006904789,0.0013876521,0.00007422133,0.00096138706,0.0014578172,0.0000054141847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117688745,0.000005071745,0.0005546014,0.002853941,0.0002706904,0.003976437,0.0063662394,5.8975013e-7,0.000004774072,0.33744428,0.6477053,0.00070040725],"study_design_scores_gemma":[0.00021774285,0.00008532906,0.00015607459,0.0005400382,0.000029783634,0.00012132707,0.038122892,5.8731166e-7,0.000011852569,0.023656283,0.93686956,0.00018854086],"about_ca_topic_score_codex":0.5003907,"about_ca_topic_score_gemma":0.9320706,"teacher_disagreement_score":0.4316799,"about_ca_system_score_codex":0.00034908947,"about_ca_system_score_gemma":0.007849963,"threshold_uncertainty_score":0.9983153},"labels":[],"label_agreement":null},{"id":"W3216397357","doi":"10.3917/rfsen.532.0180","title":"10.3917/rfsen.532.0180","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Disengagement theory; Incentive; Flexibility (engineering); Work (physics); Marketing; Compensation (psychology); Rhetoric; Population; Business; Public relations; Economics; Management; Sociology; Political science; Engineering; Psychology; Law; Social psychology; Market economy","score_opus":0.028183434834523794,"score_gpt":0.32773850799935944,"score_spread":0.29955507316483565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216397357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051748543,0.00008755193,3.2858924e-7,0.005804804,0.000016351285,0.00043731922,0.000017200764,0.00025097682,0.9882106],"genre_scores_gemma":[0.0007950049,0.0000028739535,0.00003521896,0.0006736329,0.00041129373,0.00010097754,0.000017062364,0.000027736147,0.9979362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987576,0.00013635671,0.00027232312,0.00020905011,0.00017024513,0.00045441499],"domain_scores_gemma":[0.9993398,0.00015570252,0.000039086903,0.00025986895,0.0000689974,0.00013651875],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022676894,0.00013837135,0.00020872103,0.00005784472,0.0006403826,0.0000062227846,0.00014650036,0.00008921124,0.9948025],"category_scores_gemma":[0.000051818217,0.000118118405,0.000051014275,0.00017165027,0.000027872795,0.000060452137,0.00008662168,0.00019509693,0.9924203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006638315,0.000030730702,0.000052928175,0.000017161252,0.00002180596,0.0000028521083,0.00026700392,0.0000017803262,0.000010429996,0.000021080303,0.8121349,0.18737292],"study_design_scores_gemma":[0.00032534808,0.00009711123,0.0019381383,0.000055160188,0.000015984544,3.6622464e-7,0.000019875328,0.0000062790323,0.0000033957663,0.00004011227,0.9973526,0.00014560984],"about_ca_topic_score_codex":0.00010742386,"about_ca_topic_score_gemma":0.0000024135686,"teacher_disagreement_score":0.18722731,"about_ca_system_score_codex":0.000051580624,"about_ca_system_score_gemma":0.000038982733,"threshold_uncertainty_score":0.492537},"labels":[],"label_agreement":null},{"id":"W3216604237","doi":"10.32920/ryerson.14652057.v1","title":"Plunging Into Precarious Work : Neoliberalism, Immigrant Labour and the Case of Bathroom Attendants in Toronto, the \"Global City\"","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Precarity; Precarious work; Immigration; CONTEST; Neoliberalism (international relations); Work (physics); Sociology; Restructuring; Limiting; Ideology; Economic growth; Political science; Gender studies; Political economy; Politics; Economics; Engineering","score_opus":0.028968452525708007,"score_gpt":0.3849286271005035,"score_spread":0.3559601745747955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216604237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9418415,0.02521015,0.000067710906,0.02314439,0.0014146519,0.001817292,0.00005591461,0.00006314061,0.006385288],"genre_scores_gemma":[0.99242777,0.0025510741,0.00018438295,0.0018165224,0.00024864043,0.00036061252,0.000017088774,0.000025599102,0.0023683046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964968,0.0012814638,0.00090905296,0.00052048895,0.00023250865,0.000559684],"domain_scores_gemma":[0.99757594,0.0010080236,0.0003845742,0.0007471441,0.0002081317,0.000076179094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014859282,0.00038237558,0.0008528162,0.00002997956,0.0008414354,0.000043786218,0.00037797695,0.00036039352,0.0004796446],"category_scores_gemma":[0.00020134661,0.00020071024,0.00017696468,0.00021437576,0.00030838547,0.00008178895,0.003108238,0.0011200139,0.00000270365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058062933,0.00015403325,0.5191758,0.0017087616,0.0009250591,0.00067226484,0.4019786,0.000061974824,0.0000028313275,0.056952164,0.004159014,0.013628806],"study_design_scores_gemma":[0.007413748,0.00006116243,0.6956926,0.005364109,0.0005323025,0.00008733845,0.25792834,0.00028182616,0.000008959291,0.026252422,0.005304876,0.0010723005],"about_ca_topic_score_codex":0.6561044,"about_ca_topic_score_gemma":0.76331156,"teacher_disagreement_score":0.17651677,"about_ca_system_score_codex":0.0005289262,"about_ca_system_score_gemma":0.00027117043,"threshold_uncertainty_score":0.8184726},"labels":[],"label_agreement":null},{"id":"W3216789893","doi":"10.1016/j.erap.2021.100716","title":"People's positions regarding social security's health insurance programs: The case of Romania","year":2021,"lang":"en","type":"article","venue":"European Review of Applied Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Social security; Health insurance; Health care; Medical insurance; Population; Self-insurance; Business; Economic growth; Actuarial science; Medicine; Political science; Environmental health; Law; Economics","score_opus":0.05425669258793136,"score_gpt":0.43546260670068965,"score_spread":0.3812059141127583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216789893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1905478,0.071967274,0.00007798743,0.06778209,0.0008873804,0.0030653684,0.00012595684,0.00014021264,0.6654059],"genre_scores_gemma":[0.9496177,0.03503249,0.00023448639,0.014420829,0.00031368536,0.00012601644,0.00006593909,0.000041681455,0.00014720319],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965833,0.0016659376,0.0009664963,0.00030890343,0.00011913224,0.00035622218],"domain_scores_gemma":[0.99835396,0.00018930403,0.0007151586,0.0004653365,0.00022360303,0.00005264238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016452842,0.00015997422,0.0006601121,0.0000354336,0.0007960669,0.0000028020013,0.00021671795,0.00004550413,0.0001626587],"category_scores_gemma":[0.000060526498,0.000117116964,0.0001519395,0.0004563087,0.00015945321,0.000022122484,0.00018852501,0.00044943232,0.000077959216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016933678,0.0011191806,0.013681802,0.04581161,0.0006500274,0.0005599279,0.065424494,1.8970921e-7,0.00035010176,0.26939273,0.4054686,0.19737199],"study_design_scores_gemma":[0.003021008,0.00043343817,0.17673357,0.013506037,0.00022574516,0.0004426472,0.013224285,5.8377174e-7,0.000013125026,0.0034461915,0.7883952,0.00055815117],"about_ca_topic_score_codex":0.000033438093,"about_ca_topic_score_gemma":0.00021507738,"teacher_disagreement_score":0.75906986,"about_ca_system_score_codex":0.000023730801,"about_ca_system_score_gemma":0.00008208672,"threshold_uncertainty_score":0.61227834},"labels":[],"label_agreement":null},{"id":"W3217662997","doi":"10.1108/edi-01-2021-0031","title":"Developing and testing a framework for understanding refugees' job search processes","year":2021,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Refugee; Thematic analysis; Originality; Psychology; Nomological network; Public relations; Social psychology; Knowledge management; Sociology; Qualitative research; Service (business); Political science; Computer science; Marketing; Business; Social science","score_opus":0.3913517551950411,"score_gpt":0.5027379545627048,"score_spread":0.11138619936766364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217662997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84819704,0.00020067609,0.1358984,0.013710627,0.00065288774,0.00014853901,0.00003180458,0.000034899324,0.0011251462],"genre_scores_gemma":[0.9835085,0.00045764382,0.01255668,0.0026389197,0.0005162595,0.0000026270902,0.000011906735,0.000007100464,0.0003003513],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986007,0.00025719785,0.00026650922,0.00019955404,0.0004499936,0.00022600722],"domain_scores_gemma":[0.9975523,0.0010937725,0.00014158245,0.00005372881,0.0010365326,0.00012208098],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0013542852,0.000093790106,0.00014860033,0.00008873829,0.017981483,0.00006291393,0.00019191598,0.00009741556,0.000065846594],"category_scores_gemma":[0.0018439814,0.000086167274,0.00002632877,0.00011824785,0.000069650036,0.00045476065,0.010080849,0.00041663623,0.0000010857443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015729795,0.000042702795,0.6263421,0.00023813597,0.00011637344,0.000025113515,0.06357389,0.0000017942277,0.00005313431,0.30680567,0.00019611239,0.002447695],"study_design_scores_gemma":[0.0019551255,0.0001562409,0.13605107,0.0017087082,0.000047869846,0.000057831487,0.049535368,0.00018497136,0.00006955699,0.80145335,0.008439399,0.0003405038],"about_ca_topic_score_codex":0.00010554156,"about_ca_topic_score_gemma":0.0001696788,"teacher_disagreement_score":0.49464768,"about_ca_system_score_codex":0.0003351046,"about_ca_system_score_gemma":0.00028483046,"threshold_uncertainty_score":0.99792546},"labels":[],"label_agreement":null},{"id":"W3217753356","doi":"10.1136/bmj-2021-067507","title":"From response to transformation: how countries can strengthen national pandemic preparedness and response systems","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Preparedness; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency response; Transformation (genetics); Political science; Computer science; Operations research; Data science; Medicine; Medical emergency; Virology; Engineering; Biology; Pathology","score_opus":0.07693245226706771,"score_gpt":0.41117122196958233,"score_spread":0.33423876970251465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217753356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9131027,0.00046823043,0.0000493632,0.083305426,0.00063343055,0.0007152761,0.0007299423,0.00009158814,0.0009040615],"genre_scores_gemma":[0.98774976,0.00005344499,0.00005011485,0.0009928937,0.00044627904,0.00040913245,0.000073635674,0.000014349412,0.010210382],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974684,0.0013517692,0.00034263407,0.00021973407,0.0003756887,0.00024176431],"domain_scores_gemma":[0.99711114,0.00209314,0.00009619909,0.00017157094,0.00042742238,0.00010053726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017276577,0.00012373905,0.00022197122,0.00007210061,0.00062342203,0.000038237766,0.00007366894,0.0001091708,0.00009471628],"category_scores_gemma":[0.0011537687,0.00010962263,0.000027039137,0.00013504927,0.00003812707,0.000119387165,0.0000677617,0.00014424848,0.000031042222],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018226452,0.000058488975,0.09210248,0.00034192824,0.00031734933,0.000052124087,0.51269513,0.00006480521,0.0022170113,0.0030540316,0.37030193,0.00056823005],"study_design_scores_gemma":[0.0020452843,0.00011384985,0.15263267,0.0006269741,0.00004504877,0.000009338884,0.1282681,0.000102692866,0.000062504085,0.00038159787,0.71537054,0.0003413963],"about_ca_topic_score_codex":0.00037022555,"about_ca_topic_score_gemma":0.0011928899,"teacher_disagreement_score":0.38442707,"about_ca_system_score_codex":0.00025917604,"about_ca_system_score_gemma":0.00092407403,"threshold_uncertainty_score":0.47949213},"labels":[],"label_agreement":null},{"id":"W34695440","doi":"10.1016/j.mbs.2021.108720","title":"LAYING OFF EMPLOYEES? WHAT YOU NEED TO KNOW BEFORE PASSING OUT THE PINK SLIPS...","year":2002,"lang":"en","type":"article","venue":"Mathematical Biosciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simons Foundation","keywords":"Layoff; Notice; Closing (real estate); Business; Overtime; Government (linguistics); Statute; Work (physics); Labour economics; Unemployment; Law; Finance; Engineering; Economics; Political science; Economic growth","score_opus":0.09099458707880494,"score_gpt":0.38827553583713686,"score_spread":0.29728094875833194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34695440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6646519,0.0017150266,0.0011232556,0.25775507,0.0027550727,0.0018995426,0.00001021266,0.00045258203,0.06963736],"genre_scores_gemma":[0.9720271,0.0002180556,0.0014424861,0.0055425325,0.0005452115,0.00022955054,0.0000012753992,0.000030169338,0.019963583],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.997512,0.00020077574,0.00054001267,0.00036442536,0.0005876857,0.00079513056],"domain_scores_gemma":[0.9985149,0.0006880252,0.00013833801,0.00037298677,0.00009609529,0.00018964634],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009992444,0.00021800173,0.00033296295,0.00012806502,0.0026168851,0.0001931428,0.00056654273,0.0001022319,0.0011101614],"category_scores_gemma":[0.0007957941,0.000113969814,0.00009591928,0.000624721,0.00039249423,0.00043209823,0.0003950516,0.00030989083,0.002386836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028270912,0.00082216726,0.108691454,0.0008547118,0.00011747664,0.00002022261,0.33415145,0.0000055718124,0.0013940295,0.13359874,0.22677325,0.19354266],"study_design_scores_gemma":[0.0011958132,0.0011440432,0.017431837,0.005242885,0.00018350889,0.000008291607,0.33277914,0.0026520938,0.000295647,0.080584235,0.5569949,0.0014875655],"about_ca_topic_score_codex":0.000013741283,"about_ca_topic_score_gemma":0.00007907791,"teacher_disagreement_score":0.33022168,"about_ca_system_score_codex":0.00005864486,"about_ca_system_score_gemma":0.000028627772,"threshold_uncertainty_score":0.99980295},"labels":[],"label_agreement":null},{"id":"W36819777","doi":"10.1007/978-3-658-06583-6_3","title":"Provisional Status and Precarious Work. Customizing Immigrants, Commodifying Migrant Labour","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Immigration; Migrant workers; Work (physics); Sociology; Demographic economics; Geography; Economic growth; Engineering; Economics; Archaeology; Mechanical engineering","score_opus":0.04659849979516957,"score_gpt":0.34071800657298523,"score_spread":0.2941195067778157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36819777","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009911277,0.014146083,0.0002457227,0.0049205986,0.0018197068,0.0032703031,0.00023691317,0.0006596591,0.96478975],"genre_scores_gemma":[0.056324296,0.0019355045,0.000332435,0.0022788523,0.0006763701,0.00011259862,0.000121207384,0.0001580611,0.9380607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968704,0.00014905173,0.0008842851,0.0006608894,0.0004889161,0.00094647217],"domain_scores_gemma":[0.997684,0.00088044343,0.00047334313,0.00044753114,0.0002417471,0.00027290802],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058629795,0.00062949443,0.0010020006,0.00023022183,0.0015454156,0.00003100433,0.00020408364,0.00068501383,0.0012031072],"category_scores_gemma":[0.000071574636,0.00048574017,0.00016784853,0.000042206775,0.00016781526,0.000068853886,0.00060141186,0.0015284893,0.00045463248],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058459473,0.00005442427,0.115839146,0.0027188468,0.0009631856,0.000037748585,0.017624397,0.0000021524,0.000013372994,0.5976314,0.19072227,0.07380843],"study_design_scores_gemma":[0.0012585436,0.00007547589,0.010621717,0.001945112,0.00012601925,0.0000010976524,0.0002763402,0.0000062337886,5.4407343e-7,0.0055074045,0.9795809,0.0006006182],"about_ca_topic_score_codex":0.0025257084,"about_ca_topic_score_gemma":0.0036966512,"teacher_disagreement_score":0.7888586,"about_ca_system_score_codex":0.00015957392,"about_ca_system_score_gemma":0.00019284502,"threshold_uncertainty_score":0.99975944},"labels":[],"label_agreement":null},{"id":"W369970646","doi":"10.71781/916","title":"On the health and wellbeing of single working women without children : an analysis of scientific and lay discourse","year":2011,"lang":"en","type":"book","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Discourse analysis; Sociology; Developmental psychology; Gender studies; Linguistics; Philosophy","score_opus":0.10800446761198587,"score_gpt":0.40778052236476786,"score_spread":0.299776054752782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W369970646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8956996,0.0004905201,0.0000018181092,0.00034695485,0.00011015036,0.0010730039,0.0001077344,0.000001622506,0.10216858],"genre_scores_gemma":[0.74760145,0.00010864853,0.00011656651,0.00010236413,0.00006439821,0.00003653952,0.000155422,0.000031508498,0.2517831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811304,0.00032942448,0.0005306405,0.00044975383,0.0002348621,0.00034227184],"domain_scores_gemma":[0.9981877,0.00029650435,0.00083521166,0.00047875123,0.000071243,0.00013059711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866854,0.00020676956,0.0008189648,0.00030694064,0.0010153952,0.000046206493,0.00034270785,0.000120967496,0.00062388886],"category_scores_gemma":[0.000045283843,0.00013408768,0.000052593685,0.00021904794,0.00045380546,0.000086873384,0.00052442285,0.00030970026,0.0000057529337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033860924,0.0002949408,0.7360077,0.00022265788,0.0029677998,0.000001244471,0.19581588,0.0000019140846,0.000037745118,0.0033606624,0.0038899214,0.057060935],"study_design_scores_gemma":[0.005358853,0.005553021,0.70499593,0.020531954,0.006919675,0.0000022649297,0.09943293,0.00007626716,0.00012019071,0.010863651,0.1433939,0.0027513676],"about_ca_topic_score_codex":0.00032953796,"about_ca_topic_score_gemma":0.0019494764,"teacher_disagreement_score":0.14961453,"about_ca_system_score_codex":0.00009648893,"about_ca_system_score_gemma":0.0003889782,"threshold_uncertainty_score":0.78097016},"labels":[],"label_agreement":null},{"id":"W4200009344","doi":"10.1177/20662203211056487","title":"“It’s Pure Chaos Every Day”: COVID-19 and the work of Canadian federal institutional parole officers","year":2021,"lang":"en","type":"article","venue":"European Journal of Probation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Work (physics); CHAOS (operating system); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Virology; Law; Physics; Biology; Medicine; Computer science; Outbreak; Computer security; Thermodynamics","score_opus":0.06880119267425513,"score_gpt":0.33849817390378983,"score_spread":0.26969698122953467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200009344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49932766,0.002843935,0.0019914797,0.35620537,0.002286377,0.00085146044,0.000037107646,0.000025385838,0.13643123],"genre_scores_gemma":[0.99283713,0.00041209764,0.00015722166,0.004484535,0.00041531736,0.0000030584897,0.000012964586,0.000010088163,0.0016675844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766344,0.001379141,0.0004981005,0.00008544898,0.00021013066,0.00016371779],"domain_scores_gemma":[0.99880224,0.0002146143,0.0004052042,0.00008531977,0.0003255482,0.00016708118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021775654,0.00007844743,0.00016874944,0.00014518712,0.00091161445,0.000015394096,0.00009670923,0.000026511132,0.00014127212],"category_scores_gemma":[0.0009122205,0.000052688705,0.000055621946,0.00025758834,0.00013173121,0.00012332894,0.000054035805,0.00031668745,0.000014100279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011745956,0.00012726782,0.30088845,0.0005834648,0.0006529604,0.0004461191,0.09776002,0.0018453901,0.00020510405,0.05962503,0.52528226,0.01140933],"study_design_scores_gemma":[0.0046237693,0.000117723976,0.32799116,0.0005530836,0.00008531995,0.00003656201,0.006437345,0.000020648466,0.000015515267,0.0008006529,0.65916324,0.00015499388],"about_ca_topic_score_codex":0.00075606606,"about_ca_topic_score_gemma":0.009675745,"teacher_disagreement_score":0.49350947,"about_ca_system_score_codex":0.00013579735,"about_ca_system_score_gemma":0.0014034564,"threshold_uncertainty_score":0.70114934},"labels":[],"label_agreement":null},{"id":"W4200015418","doi":"10.33423/jabe.v23i5.4574","title":"The Prevalence and Demography of Insufficient Earnings","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Earnings; Poverty; Wage; Immigration; Demographic economics; Educational attainment; Metropolitan area; Marital status; Social security; Demography; Economics; Ethnic group; Full-time; Labour economics; Population; Geography; Political science; Sociology; Economic growth","score_opus":0.020719922577196542,"score_gpt":0.28980440632264703,"score_spread":0.26908448374545046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200015418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942028,0.0017801102,0.000023376793,0.0017379079,0.00021458432,0.00006774948,0.0000027599942,0.0000020111368,0.0019687302],"genre_scores_gemma":[0.97516423,0.02430881,0.00010610913,0.00015486982,0.00010902521,0.0000032473997,3.1295954e-7,0.0000057741963,0.00014761883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993616,0.000017551865,0.0003933974,0.000070085676,0.000039607454,0.00011776932],"domain_scores_gemma":[0.999032,0.00020661089,0.00045014426,0.00006602639,0.00021003178,0.00003516268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040509572,0.000060248036,0.0001924103,0.000037656257,0.00039546078,0.000011553954,0.00005521345,0.00003951723,0.000011875977],"category_scores_gemma":[0.000034953307,0.00003925067,0.00002597925,0.00008088821,0.000095111194,0.00004844697,0.000100201534,0.00014970565,5.9962383e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032273575,0.00008970392,0.941022,0.0010378712,0.0002024431,0.0000033502624,0.005359591,0.000104028244,0.0003908319,0.03347013,0.0012492045,0.016748102],"study_design_scores_gemma":[0.0006215263,0.000031242733,0.9361299,0.00011917857,0.00005231364,0.0000062297913,0.0025722468,0.000019825822,0.000053712836,0.0021289221,0.058195565,0.00006931908],"about_ca_topic_score_codex":0.0000051752427,"about_ca_topic_score_gemma":0.00001765233,"teacher_disagreement_score":0.05694636,"about_ca_system_score_codex":0.000010226206,"about_ca_system_score_gemma":0.00007831809,"threshold_uncertainty_score":0.30416045},"labels":[],"label_agreement":null},{"id":"W4200092698","doi":"10.1093/heapro/daab181","title":"Does unionization and working under collective agreements promote health?","year":2021,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Social determinants of health; Political science; Politics; Health promotion; Economic inequality; Inequality; Economic growth; Demographic economics; Economics; Health care; Law","score_opus":0.10083374321557466,"score_gpt":0.44524482087799894,"score_spread":0.3444110776624243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200092698","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16925158,0.0010254405,0.024225106,0.7724334,0.011951675,0.0036936563,0.00012862984,0.0004437037,0.016846785],"genre_scores_gemma":[0.9335999,0.0015285403,0.0016387758,0.012006236,0.0010928657,0.00039518127,0.0006061623,0.000049286657,0.04908306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740905,0.00068611634,0.00066397944,0.0004016181,0.0004073231,0.00043192093],"domain_scores_gemma":[0.99861205,0.00011626029,0.00045436074,0.00013629536,0.00052634545,0.00015471567],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00076667353,0.00015361494,0.00024861013,0.0001411559,0.0017143479,0.000034048502,0.00008514628,0.00008915759,0.0008397375],"category_scores_gemma":[0.00014583762,0.00011663933,0.000033743643,0.0002984415,0.000044895736,0.00016732239,0.0001832694,0.00033038616,0.00004533249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079702375,0.0008331288,0.81216514,0.0008898849,0.00039183567,0.000008845044,0.031343736,0.000026019654,0.00008899813,0.06750408,0.039184492,0.047484152],"study_design_scores_gemma":[0.004094126,0.00053410867,0.71917576,0.0027325263,0.000018200872,0.0000116259625,0.008776474,0.00076257216,0.000073104406,0.034324944,0.22902372,0.00047284685],"about_ca_topic_score_codex":0.0001735048,"about_ca_topic_score_gemma":0.00086411973,"teacher_disagreement_score":0.7643483,"about_ca_system_score_codex":0.0009932911,"about_ca_system_score_gemma":0.0010714866,"threshold_uncertainty_score":0.9995853},"labels":[],"label_agreement":null},{"id":"W4200252759","doi":"10.1080/21635781.2021.2007186","title":"Risk Screening of Veterans Throughout the Life Course","year":2021,"lang":"en","type":"article","venue":"Military Behavioral Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Department of National Defence; Canadian Armed Forces; Veterans Affairs Canada","funders":"","keywords":"Logistic regression; Veterans Affairs; Risk assessment; Service member; Military service; Medicine; Military personnel; Psychology; Gerontology; Computer security; Computer science","score_opus":0.12147998654074513,"score_gpt":0.4890849640185078,"score_spread":0.36760497747776266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200252759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95109594,0.02597495,0.0002852037,0.020010868,0.0008440648,0.0007719849,0.0003598243,0.00009949215,0.0005576527],"genre_scores_gemma":[0.99189633,0.0024042076,0.00094364776,0.0033789019,0.00027187984,0.00008039542,0.00009382719,0.000030698822,0.0009001134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966327,0.0012933309,0.00078895106,0.00030273275,0.00033863867,0.00064365246],"domain_scores_gemma":[0.99849683,0.00031874498,0.00021611381,0.0005451691,0.00023318741,0.00018997106],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010331555,0.00018662767,0.0004694826,0.000030177203,0.0017664484,0.0000019363993,0.00019004774,0.00010285451,0.00032583138],"category_scores_gemma":[0.00005326332,0.00013226627,0.00015574034,0.0002484126,0.00016242854,0.000095237076,0.00018212096,0.00073253835,0.00004298997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084849686,0.0003183275,0.919018,0.00021727612,0.00006695557,0.000011291643,0.032639895,0.000008847884,0.00002356557,0.00026714263,0.02447801,0.022865884],"study_design_scores_gemma":[0.0010464295,0.0003690677,0.9375214,0.00024746172,0.00017112438,0.0000013882253,0.04533637,0.000027393498,0.000014581023,0.00016858119,0.0149311,0.00016510728],"about_ca_topic_score_codex":0.03068956,"about_ca_topic_score_gemma":0.014771841,"teacher_disagreement_score":0.040800367,"about_ca_system_score_codex":0.000053698262,"about_ca_system_score_gemma":0.0006902072,"threshold_uncertainty_score":0.9995331},"labels":[],"label_agreement":null},{"id":"W4200267395","doi":"10.3390/jrfm14120587","title":"COVID-19: An Economic or Social Disease? Implications for Disadvantaged Populations","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Disadvantaged; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Economic growth; Virology; Medicine; Economics; Infectious disease (medical specialty); Outbreak","score_opus":0.08903988702296117,"score_gpt":0.4490520497325799,"score_spread":0.3600121627096187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200267395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63317406,0.0022807897,0.24849461,0.103929386,0.0045234985,0.0029440862,0.0022375216,0.00010907403,0.0023069782],"genre_scores_gemma":[0.9873059,0.0033018063,0.002739341,0.0030311777,0.0017123802,0.00015559631,0.00007253737,0.000022524242,0.0016587334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901384,0.0001222472,0.00046040752,0.00013974548,0.00006608314,0.00019765351],"domain_scores_gemma":[0.9990122,0.00016095993,0.00033651994,0.00010380147,0.000094020346,0.00029253477],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036381755,0.00009201559,0.00021670609,0.00008287581,0.0019149004,0.000015752245,0.00008266658,0.000040817817,0.00013056703],"category_scores_gemma":[0.0004777398,0.00007398727,0.00009786975,0.000073977615,0.00003461599,0.00014478894,0.00008595387,0.00014075213,0.0000029541254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077961216,0.00022942241,0.52702254,0.00035217023,0.0000799988,0.000025943405,0.0038741352,0.00006921344,0.0000037066054,0.33371168,0.062650606,0.07120099],"study_design_scores_gemma":[0.0010331013,0.00004839613,0.639798,0.000018071943,0.00017619385,8.486167e-7,0.001495315,0.0000066125594,1.2542424e-7,0.04653347,0.31081453,0.000075352116],"about_ca_topic_score_codex":0.000027028702,"about_ca_topic_score_gemma":0.0008145483,"teacher_disagreement_score":0.35413185,"about_ca_system_score_codex":0.00016000902,"about_ca_system_score_gemma":0.00041515246,"threshold_uncertainty_score":0.99938446},"labels":[],"label_agreement":null},{"id":"W4200289518","doi":"10.1007/978-3-030-81210-2_6","title":"Migrant Care Labour, Covid-19, and the Long-Term Care Crisis: Achieving Solidarity for Care Providers and Recipients","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"","keywords":"Care work; Workforce; Solidarity; Immigration; Business; Financial crisis; Long-term care; Private sector; Population; Economic growth; Political science; Work (physics); Economics; Sociology; Medicine; Nursing; Politics","score_opus":0.12458591586497043,"score_gpt":0.47272686284298937,"score_spread":0.34814094697801895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200289518","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06392161,0.7289208,0.000036534875,0.10524962,0.0020920862,0.024682352,0.0058938228,0.00042672222,0.06877646],"genre_scores_gemma":[0.43890086,0.10395749,0.0002854484,0.0035209998,0.0027082912,0.006712479,0.0025528297,0.00059388904,0.4407677],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.995391,0.00083708327,0.00065049337,0.0010068174,0.00095084606,0.0011637599],"domain_scores_gemma":[0.9945328,0.0017813436,0.00024933595,0.00075277535,0.0022390236,0.00044467938],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011653174,0.00057064014,0.0009908015,0.00025827697,0.0071624876,0.00024043518,0.00041807094,0.00059012073,0.00013219148],"category_scores_gemma":[0.001308539,0.00040087503,0.00019355479,0.00009248484,0.0015248416,0.00024239783,0.0016326997,0.001961799,0.0000068484837],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040634205,0.00002874706,0.10114582,0.09192585,0.0012156738,0.0002480883,0.69099927,8.4015045e-7,0.000016617952,0.06022744,0.03907301,0.011055204],"study_design_scores_gemma":[0.0042010257,0.0005285889,0.007958926,0.004564452,0.0003027144,0.0000087736225,0.389349,2.5901036e-7,0.00001553172,0.0033556856,0.5889998,0.00071519386],"about_ca_topic_score_codex":0.0023270627,"about_ca_topic_score_gemma":0.02932837,"teacher_disagreement_score":0.6249633,"about_ca_system_score_codex":0.0006194769,"about_ca_system_score_gemma":0.0016043667,"threshold_uncertainty_score":0.9998443},"labels":[],"label_agreement":null},{"id":"W4200339489","doi":"10.1097/md.0000000000028362","title":"Analysis of the 2012 Canadian Community Health Survey-Mental Health demonstrates employment insecurity to be associated with mental illness","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Statistics Canada; University of Victoria; Centre for Addiction and Mental Health; Western University; University of Toronto","funders":"","keywords":"Medicine; Mental health; Mental illness; Psychiatry; Environmental health; Gerontology","score_opus":0.09200329769732589,"score_gpt":0.41244075507276884,"score_spread":0.32043745737544294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200339489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8424219,0.00085176015,0.0000062433446,0.15339907,0.00047160903,0.00079979055,0.0015027551,0.000026368756,0.0005204878],"genre_scores_gemma":[0.9758742,0.00021783319,0.0000058431647,0.021039017,0.000039043407,0.000039652834,0.0018551302,0.00001844664,0.0009108352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99364686,0.0041306117,0.0007336535,0.00023468054,0.0005348518,0.0007193424],"domain_scores_gemma":[0.9977657,0.0004637779,0.00040693601,0.0005243013,0.0003081677,0.0005310829],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037030256,0.00021852083,0.00090096454,0.00024313907,0.0031745895,0.000003967257,0.00026490723,0.00007500538,0.0005059573],"category_scores_gemma":[0.00036591128,0.00013741897,0.000075932745,0.0021253617,0.00022934919,0.000050419476,0.00020506707,0.0006574531,0.0000032150929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027892598,0.00014921454,0.89293706,0.000039372117,0.00080234004,0.0000011375417,0.038797326,0.0000022169995,0.000008667993,0.00007642808,0.066778325,0.0003800095],"study_design_scores_gemma":[0.00091889425,0.00035019687,0.9678044,0.00047381278,0.00013201564,4.5290332e-7,0.022360804,0.000006867081,0.000011132792,0.000011020122,0.0078062853,0.0001241618],"about_ca_topic_score_codex":0.8836488,"about_ca_topic_score_gemma":0.9976376,"teacher_disagreement_score":0.13345228,"about_ca_system_score_codex":0.0011808107,"about_ca_system_score_gemma":0.0017204564,"threshold_uncertainty_score":0.99812317},"labels":[],"label_agreement":null},{"id":"W4200392382","doi":"10.1007/978-3-319-23514-1_1306-1","title":"Ethics in Workplace Mental Health","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Mental health; Psychology; Applied psychology; Sociology; Psychiatry","score_opus":0.14867224858834166,"score_gpt":0.46195671609651623,"score_spread":0.31328446750817457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200392382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015081304,0.0045326473,0.000009709536,0.114389256,0.0012526502,0.00074904406,0.000042332707,0.00008899506,0.87892026],"genre_scores_gemma":[0.000120824545,0.009576206,0.00012677308,0.016346417,0.000346454,0.000037285903,0.00021861824,0.000060169587,0.97316724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978527,0.0002247086,0.00069043075,0.00037965862,0.00035394417,0.0004985752],"domain_scores_gemma":[0.9987236,0.0005398937,0.00024640834,0.0002861308,0.00009655195,0.00010739413],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096158055,0.00028892732,0.00061901676,0.00012498065,0.0007736058,0.0000051856887,0.00012225466,0.0007558503,0.0086521385],"category_scores_gemma":[0.000056975805,0.00025367585,0.00009971825,0.00003779642,0.000057435478,0.000031579366,0.00036012116,0.0033365486,0.00071008125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017572043,0.000014948855,0.0029512309,0.0004393052,0.00005431557,0.000012058963,0.007781689,9.275117e-8,2.1839583e-7,0.5577236,0.4297753,0.0012296608],"study_design_scores_gemma":[0.00043617046,0.000037336173,0.00045331698,0.0024370542,0.0000062942295,4.3759027e-7,0.0018890119,4.9316145e-7,1.6153808e-7,0.005062608,0.98944736,0.00022977662],"about_ca_topic_score_codex":0.0006324837,"about_ca_topic_score_gemma":0.020205854,"teacher_disagreement_score":0.55967206,"about_ca_system_score_codex":0.0005006159,"about_ca_system_score_gemma":0.001004483,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W4200401330","doi":"10.17269/s41997-021-00588-3","title":"Downstream health impacts of employment losses during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Coronavirus disease 2019 (COVID-19); Downstream (manufacturing); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Medicine; Economics; Outbreak; Operations management; Infectious disease (medical specialty); Disease","score_opus":0.16769090046192736,"score_gpt":0.4382098964192984,"score_spread":0.27051899595737106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200401330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6493963,0.011214118,0.00011631182,0.3374239,0.00086705777,0.00037814202,0.0001348899,0.000017406843,0.00045190778],"genre_scores_gemma":[0.9661319,0.0033487189,0.000057789726,0.028955802,0.00050227833,0.000011375026,0.000013981911,0.000026823442,0.0009513272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944946,0.0018516522,0.001564125,0.00019304118,0.00041929795,0.0014772939],"domain_scores_gemma":[0.99254817,0.0006104105,0.0014409249,0.0003708403,0.00065602025,0.0043736584],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0056128055,0.00019348027,0.00068414316,0.000382298,0.0022316398,0.000033226628,0.0003560582,0.00010175757,0.00074315205],"category_scores_gemma":[0.002748905,0.00013503747,0.00015918598,0.00060729566,0.00019529599,0.00019211265,0.00006193209,0.00086112,0.000011943315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007833621,0.000032046057,0.910326,0.00060734194,0.00011927715,0.000048838836,0.019988414,0.0000050906497,0.000007770111,0.0011797284,0.06411354,0.003564084],"study_design_scores_gemma":[0.0013693387,0.00029510315,0.49248126,0.00036717264,0.000011615732,0.00021954824,0.025330892,6.2030296e-7,0.0000037980262,0.00034578267,0.4794362,0.00013868671],"about_ca_topic_score_codex":0.14321071,"about_ca_topic_score_gemma":0.65950006,"teacher_disagreement_score":0.51628935,"about_ca_system_score_codex":0.0037369905,"about_ca_system_score_gemma":0.08200853,"threshold_uncertainty_score":0.9990673},"labels":[],"label_agreement":null},{"id":"W4200458507","doi":"10.12927/whp.2014.23757","title":"Protection of Health Workers, Patients and Facilities in Times of Violence – Report","year":2014,"lang":"en","type":"article","venue":"World health & population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Rockefeller Foundation; John D. and Catherine T. MacArthur Foundation","keywords":"Environmental health; Occupational safety and health; Medicine; Medical emergency; Suicide prevention; Injury prevention; Poison control; Pathology","score_opus":0.04952067837531842,"score_gpt":0.38473945994524933,"score_spread":0.3352187815699309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200458507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99181235,0.0005308107,0.00020070845,0.004858824,0.00032054342,0.0015788552,0.000012270144,0.00003747447,0.00064818736],"genre_scores_gemma":[0.99844545,0.00012764888,0.00019126339,0.0002067923,0.000036179208,0.000075832744,0.00006957533,0.000009260293,0.0008380053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974143,0.00063485635,0.0012497825,0.00019923855,0.00021512655,0.0002866999],"domain_scores_gemma":[0.99849623,0.0001123916,0.0010742554,0.0001542986,0.00010961156,0.000053186268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017072534,0.000101850135,0.00041946923,0.00023784279,0.0003293076,0.0000012784342,0.000035885358,0.000050050276,0.000029133016],"category_scores_gemma":[0.0001977863,0.00009350624,0.000023701292,0.0002654933,0.000038863083,0.00009213785,0.00004208831,0.0001845119,0.0000018190422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038790142,0.000035576064,0.94846416,0.0010649272,0.0000034788739,3.783151e-8,0.0023445156,0.000008221936,8.0060994e-7,0.0014757549,0.0004813131,0.046082452],"study_design_scores_gemma":[0.00045951176,0.00015753746,0.99142015,0.0015577112,0.0000017955151,9.764491e-8,0.0006160202,0.00006363262,0.0000016856258,0.0032952619,0.0023661728,0.00006041966],"about_ca_topic_score_codex":0.03903816,"about_ca_topic_score_gemma":0.013173676,"teacher_disagreement_score":0.04602203,"about_ca_system_score_codex":0.00016890297,"about_ca_system_score_gemma":0.00010537974,"threshold_uncertainty_score":0.967361},"labels":[],"label_agreement":null},{"id":"W4200532953","doi":"10.1787/9e1e54fd-fr","title":"Évolution du chômage déclaré et de la mise à pied temporaire, États-Unis et Canada","year":2021,"lang":"fr","type":"other","venue":"Perspectives de l'emploi de l'OCDE/OCDE perspectives de l'emploi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.020281657464876795,"score_gpt":0.34695426556372305,"score_spread":0.32667260809884624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200532953","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30498323,0.06229239,0.0050293864,0.057502434,0.0026932617,0.005560811,0.0022647514,0.0017138682,0.55795985],"genre_scores_gemma":[0.7663341,0.030214436,0.009235528,0.010076807,0.0062724347,0.0021728366,0.0005833855,0.002689442,0.17242102],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9691761,0.014473614,0.0026310664,0.0048914445,0.0023209136,0.006506834],"domain_scores_gemma":[0.98299026,0.0070396373,0.0022683735,0.0029109353,0.0022159826,0.0025747928],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0056771277,0.0040754713,0.004262839,0.0016540322,0.0050256653,0.00075743324,0.0025762578,0.0038319814,0.016562866],"category_scores_gemma":[0.007944026,0.0045565576,0.001899037,0.0024837921,0.00448143,0.000968435,0.001568479,0.009290342,0.00032267248],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011073782,0.0033957984,0.26229608,0.0022065889,0.0051716603,0.002684727,0.44092464,0.00036819038,0.0026899436,0.14228116,0.13610195,0.0007718874],"study_design_scores_gemma":[0.005117391,0.00063436653,0.38297716,0.0030975025,0.0014045754,0.00056625163,0.29249728,0.00033268856,0.00016387762,0.01056205,0.29862303,0.0040238053],"about_ca_topic_score_codex":0.678589,"about_ca_topic_score_gemma":0.64642525,"teacher_disagreement_score":0.4613509,"about_ca_system_score_codex":0.035939056,"about_ca_system_score_gemma":0.024747211,"threshold_uncertainty_score":0.9982278},"labels":[],"label_agreement":null},{"id":"W4205213058","doi":"10.7202/1083581ar","title":"The Geographies of Precarious Labour in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Regional Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geography; Census; Metropolitan area; Spatial ecology; Economic geography; Regional science; Spatial analysis; Range (aeronautics); Scale (ratio); Geographically Weighted Regression; Logistic regression; Cartography; Demography; Sociology; Population; Statistics; Ecology; Remote sensing","score_opus":0.03371840847185126,"score_gpt":0.3282034241779901,"score_spread":0.29448501570613883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205213058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652105,0.0044596456,0.0000012638764,0.027669625,0.00078020483,0.00005273474,0.0000075343632,6.0911714e-7,0.0018178977],"genre_scores_gemma":[0.99814993,0.00036768676,0.000025483254,0.00067554234,0.000061076695,0.000001575649,1.827285e-7,0.0000023593802,0.0007161436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987868,0.00008903335,0.00031989638,0.000073560666,0.00035608612,0.00037461214],"domain_scores_gemma":[0.9984232,0.0002885238,0.00020486608,0.000099449346,0.0007135252,0.0002704052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007640611,0.000048253165,0.00012480104,0.00014555332,0.0009130208,0.000008938152,0.00033490165,0.000018166691,0.00004155625],"category_scores_gemma":[0.0004323425,0.000031862965,0.000031049483,0.0008597434,0.0004589811,0.0000894868,0.000027361983,0.00023980261,6.8874726e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004131276,0.0000017771904,0.9745554,0.000009105011,0.000008214645,0.00008499646,0.0012441986,0.000015955462,0.00004431481,0.010070176,0.012838305,0.0011234523],"study_design_scores_gemma":[0.00012821007,0.000013310299,0.8397123,0.00012324419,0.0000027379285,0.000013882937,0.0059316354,0.0000017786238,0.000026425918,0.0014925341,0.15251619,0.000037750284],"about_ca_topic_score_codex":0.9727602,"about_ca_topic_score_gemma":0.9997885,"teacher_disagreement_score":0.13967788,"about_ca_system_score_codex":0.00053970126,"about_ca_system_score_gemma":0.047506355,"threshold_uncertainty_score":0.95789343},"labels":[],"label_agreement":null},{"id":"W4205371525","doi":"10.3138/jmvfh-co19-007","title":"Soldiering on only goes so far: How a qualitative study on Veteran loneliness in New Zealand influenced support during COVID-19 lockdown","year":2020,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Psychology; Sociology; Medicine; Virology; Social psychology; Outbreak; Social science","score_opus":0.12957063922304332,"score_gpt":0.45561895609717307,"score_spread":0.3260483168741297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205371525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94179696,0.0025138122,0.000039814513,0.054147054,0.00038577794,0.0009874334,0.000044552045,0.000037744216,0.000046858062],"genre_scores_gemma":[0.9682643,0.0035968972,0.00008833354,0.027259635,0.00051696255,0.000013372169,0.000007010163,0.00003482561,0.00021865622],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9952717,0.0015971716,0.0014324656,0.0004373498,0.0005556706,0.00070567353],"domain_scores_gemma":[0.9971755,0.00094930787,0.00052488875,0.00020314941,0.00012635156,0.0010208159],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019057491,0.00037512128,0.0010622776,0.0003504711,0.00090175925,0.000015162514,0.00022896139,0.00011237817,0.00001777491],"category_scores_gemma":[0.0005360463,0.00029222565,0.0001295047,0.00028302355,0.00008720008,0.00025887822,0.00010799344,0.0012344598,0.000010768993],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052133016,0.00036162883,0.22979051,0.00078918104,0.00016202049,0.00032531514,0.7476559,0.00010887847,0.0002465564,0.000020151654,0.011363487,0.0039630365],"study_design_scores_gemma":[0.010824738,0.0107076,0.69899166,0.00077259785,0.000029594383,0.000014899942,0.26746768,0.000019813217,0.0000017860473,0.00012040946,0.010722299,0.00032691806],"about_ca_topic_score_codex":0.0031857248,"about_ca_topic_score_gemma":0.0023115345,"teacher_disagreement_score":0.48018828,"about_ca_system_score_codex":0.00037101004,"about_ca_system_score_gemma":0.0015339499,"threshold_uncertainty_score":0.999953},"labels":[],"label_agreement":null},{"id":"W4205752338","doi":"10.7591/cornell/9781501749254.003.0004","title":"Managing Flexibility Without Security in Toronto’s Direct Funding","year":2020,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Negotiation; Earnings; Split labor market theory; Context (archaeology); Labour economics; Position (finance); Business; Work (physics); Labor relations; Secondary labor market; Political science; Economics; Finance; Management","score_opus":0.1159770854745991,"score_gpt":0.3295297652273103,"score_spread":0.2135526797527112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205752338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000568952,0.0004915539,0.000043612872,0.000084003914,0.0005717551,0.0011898817,0.00011936842,0.00033485572,0.99659604],"genre_scores_gemma":[0.18660653,0.00045578924,0.000013081263,0.00019413064,0.00024824895,0.0000040176997,0.000034449324,0.00006021606,0.81238353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767435,0.00024797555,0.000419763,0.0008718521,0.00022584452,0.00056023814],"domain_scores_gemma":[0.99849266,0.00025909825,0.00035436862,0.0005640512,0.0001171226,0.0002126947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003738398,0.00046982276,0.0008213328,0.00008060307,0.00064099836,0.000012113861,0.00046450284,0.0004929699,0.00030858026],"category_scores_gemma":[0.000030004223,0.0005316792,0.00019972117,0.000011387959,0.00017453262,0.00013645945,0.0011693685,0.0011824999,0.000045882083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010886437,0.000044945537,0.01777674,0.0022263012,0.0005218048,0.0004869201,0.015741767,0.000009764817,0.000008341023,0.9449753,0.014929434,0.0021900476],"study_design_scores_gemma":[0.0018470902,0.000102920494,0.0014217107,0.0015677798,0.00034033568,6.3262576e-7,0.002829521,0.00021726202,0.0000077612585,0.017407935,0.97318465,0.0010723846],"about_ca_topic_score_codex":0.006757164,"about_ca_topic_score_gemma":0.009142773,"teacher_disagreement_score":0.95825523,"about_ca_system_score_codex":0.0016827625,"about_ca_system_score_gemma":0.00012845885,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W4205893401","doi":"10.1177/00221465211066855","title":"Dualized Labor Market and Polarized Health: A Longitudinal Perspective on the Association between Precarious Employment and Mental and Physical Health in Germany","year":2022,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Mental health; German; Socioeconomic status; Demographic economics; Unemployment; Poverty; Polarization (electrochemistry); Association (psychology); Physical health; Psychology; Labour economics; Economics; Environmental health; Medicine; Economic growth; Geography; Population; Psychiatry","score_opus":0.057623015055032305,"score_gpt":0.43204501610489743,"score_spread":0.3744220010498651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205893401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7938945,0.004170607,6.455157e-7,0.20046553,0.000175962,0.0010426056,0.00021676585,0.0000093132785,0.000024019757],"genre_scores_gemma":[0.99197173,0.0022952792,0.000020752785,0.0050709387,0.00030209214,0.000103075516,0.000010762227,0.000019178317,0.00020620356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953603,0.0026170309,0.0007882705,0.0002280039,0.00046734003,0.00053906324],"domain_scores_gemma":[0.99789894,0.0005834212,0.0011221078,0.000057105062,0.00009689453,0.00024153214],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037439025,0.00017867803,0.0007962642,0.00012129818,0.0037008927,0.00002569979,0.00006248993,0.00006536823,0.00001988807],"category_scores_gemma":[0.00007920924,0.00013669528,0.000056542347,0.0001227031,0.00008218149,0.00009360589,0.00017367654,0.0010861115,2.2665161e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035856979,0.00021782186,0.851093,0.000090443704,0.00007124506,0.0000036483352,0.13734752,1.1552318e-8,0.0000061018195,0.00075298536,0.006088813,0.0039698244],"study_design_scores_gemma":[0.0032106033,0.0019126597,0.94840336,0.00007388665,0.000040820076,0.000005869805,0.040301077,0.0000015071549,1.5123706e-7,0.0003930451,0.0055525615,0.00010447967],"about_ca_topic_score_codex":0.0031396355,"about_ca_topic_score_gemma":0.00071610813,"teacher_disagreement_score":0.19807717,"about_ca_system_score_codex":0.0017118587,"about_ca_system_score_gemma":0.0007199818,"threshold_uncertainty_score":0.99759614},"labels":[],"label_agreement":null},{"id":"W4205909896","doi":"10.1093/sf/soab171","title":"The Precarity of Self-Employment among Low- and Moderate-Income Households","year":2021,"lang":"en","type":"article","venue":"Social Forces","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"George Brown College","funders":"","keywords":"Salary; Odds; Self-employment; Demographic economics; Labour economics; Survey of Income and Program Participation; Precarious work; Socioeconomic status; Leverage (statistics); Economics; Wage; Unemployment; Economic stability; Entrepreneurship; Work (physics); Economic growth; Logistic regression; Sociology; Finance; Demography; Population","score_opus":0.03609490664910744,"score_gpt":0.3648844934057599,"score_spread":0.3287895867566525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205909896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897308,0.0007914422,0.00000983659,0.0024275107,0.00038301235,0.0002870422,0.000025459387,0.00008329293,0.0062616337],"genre_scores_gemma":[0.9939276,0.0006163128,0.000017707898,0.00011861279,0.0002511008,0.000071181086,0.000006541752,0.000015029834,0.0049759434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987879,0.00026021595,0.00029860143,0.0001556789,0.0001948632,0.00030277172],"domain_scores_gemma":[0.99923396,0.00031533206,0.00013500013,0.00011567587,0.00015911639,0.000040939136],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034046962,0.00010517909,0.00023367383,0.000008868488,0.0024247903,0.000016283893,0.00008707147,0.000112502275,0.000020725756],"category_scores_gemma":[0.000053698957,0.00007345867,0.000065299195,0.00010367493,0.00015645318,0.00007685717,0.00022994574,0.00020542611,0.000003892312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000453675,0.00005899908,0.9320161,0.0003190456,0.0002452778,0.0000029527685,0.03476744,0.0000017452572,0.00003675761,0.02579094,0.0057024155,0.0010129932],"study_design_scores_gemma":[0.0008404267,0.0000602319,0.96203893,0.00017152439,0.000088855864,2.0013277e-7,0.011531704,0.00004489549,0.0005117416,0.010702572,0.013805812,0.0002031122],"about_ca_topic_score_codex":0.00045758026,"about_ca_topic_score_gemma":0.0017929281,"teacher_disagreement_score":0.030022858,"about_ca_system_score_codex":0.00004441063,"about_ca_system_score_gemma":0.00009602016,"threshold_uncertainty_score":0.9988739},"labels":[],"label_agreement":null},{"id":"W4206014079","doi":"10.1787/09df8907-fr","title":"La pandémie de COVID-19 au Canada","year":2021,"lang":"fr","type":"other","venue":"Études économiques de l'OCDE. Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","score_opus":0.046623732751402004,"score_gpt":0.33746114959805806,"score_spread":0.29083741684665604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206014079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039403334,0.011765761,0.00013426751,0.07987011,0.0048818975,0.0015874712,0.0014620569,0.0001772931,0.86071783],"genre_scores_gemma":[0.33182636,0.0035672688,0.00057991454,0.07427741,0.003631758,0.000560634,0.0004403919,0.00056866586,0.5845476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930827,0.0021031855,0.001133012,0.0010328502,0.0003475087,0.0023007155],"domain_scores_gemma":[0.99307406,0.0032926355,0.00068418775,0.0008856558,0.00017862042,0.001884843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010048675,0.0010415124,0.0015008711,0.00014539371,0.0012425625,0.000066011155,0.0008089049,0.0011650968,0.03701277],"category_scores_gemma":[0.0013135807,0.0011229735,0.00022209137,0.00022856651,0.00031248791,0.00006940403,0.0005576084,0.0018723095,0.000023309127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00004573251,0.00005483344,0.17728011,0.0028020875,0.0009278344,0.0014189307,0.0019460457,0.00010610467,0.000006275782,0.060731087,0.75163096,0.0030499895],"study_design_scores_gemma":[0.00085016235,0.000049667182,0.017761618,0.0011463721,0.00022604599,0.00003879404,0.0051765894,0.00003763052,0.000014017175,0.00042018108,0.973212,0.0010669094],"about_ca_topic_score_codex":0.9999533,"about_ca_topic_score_gemma":0.99999934,"teacher_disagreement_score":0.29242304,"about_ca_system_score_codex":0.049612816,"about_ca_system_score_gemma":0.24305972,"threshold_uncertainty_score":0.999122},"labels":[],"label_agreement":null},{"id":"W4206095602","doi":"10.26443/firr.v9i1.9","title":"Conditional Love and Canada's Care Regime","year":2019,"lang":"en","type":"article","venue":"Flux International Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; State (computer science); Newspaper; Government (linguistics); Politics; Work (physics); Position (finance); Political science; Public policy; Political economy; Sociology; Law; Economics","score_opus":0.02484211963287749,"score_gpt":0.3773927068537528,"score_spread":0.35255058722087534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206095602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009770816,0.02932931,0.0000404416,0.037931044,0.0012005825,0.0009160871,0.00023605561,0.00002964378,0.920546],"genre_scores_gemma":[0.1270856,0.0010686592,0.0000808316,0.0053906864,0.00019000201,0.0000649059,0.0008614182,0.0000136331955,0.86524427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988533,0.00009204625,0.0003603431,0.00023346137,0.00031107542,0.00014972486],"domain_scores_gemma":[0.99892217,0.00030891915,0.00014506649,0.00018681775,0.00038235154,0.000054684373],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017673959,0.00010239336,0.0001905598,0.000043889006,0.00019385335,0.000004889978,0.00011233973,0.00004929092,0.09918676],"category_scores_gemma":[0.0002886939,0.000088684275,0.00004290544,0.00006728897,0.000024125395,0.00010576904,0.00009634954,0.00023501569,0.019968757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002270237,0.0000043564273,0.13827838,0.0003827858,0.000054640896,0.0000013471532,0.00016708103,0.0000027048195,0.0000019097217,0.028140457,0.83249754,0.00046653597],"study_design_scores_gemma":[0.0002341312,0.000008907154,0.0834696,0.0015188421,0.00002886788,0.0000019582346,0.00032443833,0.000013430247,4.6639093e-7,0.0005391293,0.91377264,0.00008759045],"about_ca_topic_score_codex":0.020638762,"about_ca_topic_score_gemma":0.058908008,"teacher_disagreement_score":0.11731478,"about_ca_system_score_codex":0.00029952667,"about_ca_system_score_gemma":0.00038898853,"threshold_uncertainty_score":0.9858829},"labels":[],"label_agreement":null},{"id":"W4206275031","doi":"10.1111/cars.12371","title":"The cultural logic of precariousness and the marginalization of the sociological imagination: Signs from Mexican self‐help books","year":2022,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Sociology; Popularity; Humanities; Vision; CONTEST; Agency (philosophy); Popular culture; Romance; Gender studies; Art; Media studies; Anthropology; Social science; Political science; Social psychology; Psychology; Literature","score_opus":0.05954761667121974,"score_gpt":0.34248425574268987,"score_spread":0.28293663907147015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206275031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7843476,0.10969725,0.0000075122043,0.09966458,0.0009826018,0.002252225,0.00062564766,0.000031858082,0.002390712],"genre_scores_gemma":[0.97309226,0.020574829,0.000031899977,0.0051904684,0.00016786491,0.0005474265,0.000075968426,0.000015214994,0.0003040989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939064,0.004075617,0.0008394811,0.00030407897,0.00011969241,0.00075474],"domain_scores_gemma":[0.99543446,0.0025661697,0.0009384914,0.0004622406,0.00044227537,0.00015638715],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0037489764,0.00022556787,0.0008054841,0.00004067485,0.0026030561,0.0000030803933,0.0008766583,0.00022800872,0.00020400099],"category_scores_gemma":[0.0019508111,0.00011797998,0.00027519398,0.00018781594,0.0037414795,0.000036382058,0.00033778808,0.0009111955,0.0000010104002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006177555,0.000026168604,0.56664616,0.0018926876,0.00048556598,0.0000039612946,0.08173301,0.000011051081,0.00011154592,0.31099632,0.036193054,0.0018387276],"study_design_scores_gemma":[0.001766302,0.00031845138,0.6068104,0.0013503707,0.0007341492,0.000009607858,0.15963884,0.000066524815,0.0000062932527,0.15789527,0.070934996,0.0004687996],"about_ca_topic_score_codex":0.024760865,"about_ca_topic_score_gemma":0.05715891,"teacher_disagreement_score":0.18874462,"about_ca_system_score_codex":0.00096572575,"about_ca_system_score_gemma":0.0012660744,"threshold_uncertainty_score":0.9989698},"labels":[],"label_agreement":null},{"id":"W4206335236","doi":"10.1037/e336322004-001","title":"The Contribution of Arthritis and Arthritis Disability to Nonparticipation in the Labour Force: A Canadian Example","year":2013,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arthritis; Medicine; Labour economics; Economics; Physical therapy; Psychology; Internal medicine","score_opus":0.05380245435253776,"score_gpt":0.3922923995685318,"score_spread":0.338489945215994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206335236","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014925943,0.0012554572,0.0000027191859,0.009382287,0.00036063264,0.0024701254,0.9715798,0.000007721924,0.000015302128],"genre_scores_gemma":[0.034286838,0.003729488,0.000005960821,0.0015514282,0.00019012384,0.0014733779,0.9587361,0.0000102783115,0.000016406371],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968918,0.00086730445,0.00081119087,0.00038565273,0.00030887904,0.0007351869],"domain_scores_gemma":[0.99713486,0.0012813663,0.00025566044,0.0010024227,0.00013020771,0.00019546077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019922939,0.00025056678,0.00042234335,0.000076496166,0.0011726025,0.000047197344,0.0004493351,0.00023430599,0.00039989135],"category_scores_gemma":[0.0008378992,0.00016073682,0.000036466532,0.00026418976,0.00025001905,0.00013586265,0.00016964777,0.0005979893,0.00017776665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029860335,0.000041093524,0.0064627863,0.00007072418,0.000021964366,0.0000030842364,0.0003843781,2.0907754e-7,9.711628e-7,0.00059459684,0.98903304,0.0033572658],"study_design_scores_gemma":[0.00056740886,0.00008809897,0.07318456,0.00032417357,0.000023158234,0.0000013278304,0.000859398,0.0000013477655,6.72973e-7,0.00070014765,0.9240903,0.00015937179],"about_ca_topic_score_codex":0.65853614,"about_ca_topic_score_gemma":0.9785632,"teacher_disagreement_score":0.32002708,"about_ca_system_score_codex":0.00014221315,"about_ca_system_score_gemma":0.00019695984,"threshold_uncertainty_score":0.90188295},"labels":[],"label_agreement":null},{"id":"W4206573017","doi":"10.1007/s11293-021-09730-5","title":"Measuring Labor Supply and Demand Shocks during COVID-19","year":2021,"lang":"en","type":"article","venue":"Atlantic Economic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economics; Public finance; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Monetary economics; Labor demand; Macroeconomics; Unemployment; Virology; Medicine","score_opus":0.06245609831918516,"score_gpt":0.35542846581001375,"score_spread":0.2929723674908286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206573017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818805,0.0014412109,0.000050662107,0.013300699,0.00077411556,0.000116701696,0.000008528494,0.000034555993,0.0023930278],"genre_scores_gemma":[0.99204797,0.0030670906,0.000094923926,0.0012760306,0.0008862646,0.000009663984,0.0000045399656,0.000019930867,0.0025935739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985406,0.00022100055,0.0004906565,0.00021572867,0.00007717453,0.00045484366],"domain_scores_gemma":[0.9989893,0.0003063299,0.00019024554,0.00013464401,0.000056859888,0.00032264783],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000645155,0.0001364388,0.00029668838,0.000071915536,0.001881839,0.0000459423,0.00009485332,0.00008242267,0.0013193949],"category_scores_gemma":[0.00021689902,0.00012317601,0.000059329413,0.000036206544,0.00004412911,0.00015705731,0.00017519355,0.00049017917,0.00012997359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026475322,0.000008591116,0.9914366,0.000119332435,0.00011228204,0.0001256757,0.0021210418,0.000019459245,0.00025679663,0.0008560156,0.004832714,0.00008503336],"study_design_scores_gemma":[0.002645701,0.000024240382,0.95223194,0.00021637071,0.00007171735,0.0005476249,0.0044196844,0.000028478451,0.00012502095,0.002576913,0.036862735,0.00024959113],"about_ca_topic_score_codex":0.00021405317,"about_ca_topic_score_gemma":0.0009355653,"teacher_disagreement_score":0.03920466,"about_ca_system_score_codex":0.00029899864,"about_ca_system_score_gemma":0.00051585416,"threshold_uncertainty_score":0.99959356},"labels":[],"label_agreement":null},{"id":"W4206616834","doi":"10.1177/00943061211062960y","title":"Bauman: A Biography","year":2021,"lang":"en","type":"article","venue":"Contemporary Sociology A Journal of Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Biography; Art; Sociology; Psychoanalysis; Art history; Psychology","score_opus":0.1980177439841888,"score_gpt":0.4608212773702831,"score_spread":0.2628035333860943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206616834","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03794752,0.9272137,0.00015873103,0.016560918,0.0016811468,0.0003396883,0.0000055311616,0.00001688546,0.016075877],"genre_scores_gemma":[0.8858247,0.09474236,0.00060768804,0.012836048,0.0012726717,0.00004697058,0.000015548196,0.000023868144,0.004630151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584794,0.002330259,0.0013147582,0.00014287377,0.000104449384,0.00025971577],"domain_scores_gemma":[0.9975117,0.00054478826,0.0011953973,0.00020384273,0.00044153383,0.00010276396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020767243,0.00015310741,0.0009654735,0.00011197783,0.00042999472,0.0000027311098,0.00018655251,0.00019333955,0.0005865521],"category_scores_gemma":[0.0005968717,0.00010472883,0.00052996795,0.0001794593,0.0002269863,0.00014171272,0.00009757707,0.00080287136,0.00014915742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003717671,0.00005135971,0.42095757,0.00015977389,0.00023039573,0.00013238014,0.014123325,1.8171145e-8,0.00018403587,0.0020806475,0.55805933,0.003984016],"study_design_scores_gemma":[0.0007539954,0.00013311631,0.020086085,0.00050320866,0.000042527005,0.00000887513,0.0008814029,9.2422766e-8,0.0000072214993,0.0022927765,0.97519696,0.00009375873],"about_ca_topic_score_codex":0.0000047263725,"about_ca_topic_score_gemma":0.0000054737134,"teacher_disagreement_score":0.84787714,"about_ca_system_score_codex":0.00003092244,"about_ca_system_score_gemma":0.0004124052,"threshold_uncertainty_score":0.64223343},"labels":[],"label_agreement":null},{"id":"W4206798766","doi":"10.1108/978-1-80262-157-020221008","title":"Care Ethics and Kindness in Management and Organizational Studies","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Kindness; Psychology; Ethics of care; Sociology; Nursing; Social psychology; Engineering ethics; Public relations; Political science; Medicine; Law; Engineering","score_opus":0.14506041315301305,"score_gpt":0.4404254915379946,"score_spread":0.29536507838498155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206798766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051075703,0.016912214,0.0000028612612,0.007060966,0.0005607649,0.000931488,0.000049770642,0.00006493783,0.9739062],"genre_scores_gemma":[0.004858488,0.03833205,0.000091971066,0.0015599828,0.000106909036,0.00011639339,0.00010282772,0.000052030966,0.9547793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884844,0.00009548558,0.0003041277,0.00031388813,0.00026172036,0.00017634575],"domain_scores_gemma":[0.9991159,0.000471361,0.000096823744,0.00011620308,0.00016750315,0.00003223739],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032325476,0.00020439108,0.00032920422,0.0001542443,0.0011663307,0.000004440978,0.000060656614,0.00020683471,0.0018806923],"category_scores_gemma":[0.000047428643,0.00017463598,0.000015282636,0.000035033052,0.00010238649,0.000032474778,0.0010877916,0.0011115256,0.000016921102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009775993,0.000004552748,0.0373528,0.002283531,0.00020438594,0.000022485865,0.038246494,2.7272714e-7,4.5317943e-8,0.91318667,0.00823296,0.00045603263],"study_design_scores_gemma":[0.0007350796,0.00004901791,0.0127557,0.00069545524,0.00011062999,6.798476e-7,0.07915267,2.6828923e-7,9.055792e-8,0.038817983,0.8673462,0.00033617238],"about_ca_topic_score_codex":0.000059401398,"about_ca_topic_score_gemma":0.0013150572,"teacher_disagreement_score":0.87436867,"about_ca_system_score_codex":0.00015609388,"about_ca_system_score_gemma":0.000057896003,"threshold_uncertainty_score":0.9990317},"labels":[],"label_agreement":null},{"id":"W4206917653","doi":"10.1007/s10597-021-00930-6","title":"Work Patterns and Support Needs of People with Serious Mental Illness","year":2022,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Global Affairs Canada","keywords":"Mental illness; Psychological intervention; Work (physics); Descriptive statistics; Psychology; Medicine; Mental health; Gerontology; Psychiatry","score_opus":0.05097620995822807,"score_gpt":0.3881841383015021,"score_spread":0.33720792834327407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206917653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98544973,0.00048574625,0.000018287901,0.011367694,0.00087312126,0.00071134995,0.00018899713,0.000031029704,0.0008740272],"genre_scores_gemma":[0.9957703,0.00085447443,0.000038777795,0.0021929045,0.00007416134,0.000071370334,0.00011090395,0.000028851118,0.0008582962],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99595124,0.0023727382,0.00062840414,0.00007474695,0.00042134355,0.000551543],"domain_scores_gemma":[0.99867946,0.00018821436,0.0005392824,0.0002597538,0.00006712445,0.00026613657],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020805171,0.0001759933,0.00042796953,0.00017576525,0.012651631,0.000010903275,0.0003143153,0.00003604756,0.0011304445],"category_scores_gemma":[0.0000088579345,0.00014758244,0.000050123905,0.00032943665,0.00009453408,0.00012349516,0.00095651194,0.002256856,0.0000040729606],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004020595,0.0002739765,0.7530706,0.00024868106,0.00006302371,0.00000288716,0.22644237,0.0000013771494,0.000006095271,0.00005250364,0.013385851,0.006050564],"study_design_scores_gemma":[0.0027361517,0.0021396612,0.4654254,0.0003295504,0.000018314648,0.0002119007,0.4970763,0.0000021360052,0.00000614277,0.00007111375,0.031780414,0.00020289712],"about_ca_topic_score_codex":0.0023042755,"about_ca_topic_score_gemma":0.0015562205,"teacher_disagreement_score":0.2876452,"about_ca_system_score_codex":0.0004974552,"about_ca_system_score_gemma":0.00032603223,"threshold_uncertainty_score":0.9997827},"labels":[],"label_agreement":null},{"id":"W4206927378","doi":"10.1093/oso/9780190941512.003.0008","title":"Policies to Enhance Transition to Work","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Youth unemployment; Unemployment; Work (physics); Context (archaeology); School-to-work transition; Transition (genetics); Political science; Unemployment rate; Economic growth; Sociology; Geography; Economics; Engineering; Vocational education; Law; Biology","score_opus":0.05972548760603508,"score_gpt":0.41533144739108746,"score_spread":0.3556059597850524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206927378","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043250926,0.00033158035,0.00082358805,0.06571072,0.00077882205,0.00090899464,0.000037737293,0.0001580438,0.930818],"genre_scores_gemma":[0.001771408,0.00020459646,0.0003273481,0.025608901,0.000982076,0.00015007448,0.00004535745,0.000055597287,0.97085464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998573,0.000037599013,0.00040121647,0.00035761108,0.00023429736,0.00039624324],"domain_scores_gemma":[0.9991108,0.00014404018,0.00006506545,0.0003071452,0.0002044878,0.00016845681],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013227404,0.00026898683,0.0004347092,0.00013616175,0.00049461576,0.000008229063,0.0001162674,0.00028576943,0.007433891],"category_scores_gemma":[0.000026837126,0.00023451795,0.000111318244,0.0000735995,0.0000188309,0.000026635409,0.00016060124,0.00041243515,0.004297204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055392666,0.000011875026,0.00011016924,0.00018521649,0.000113960785,0.000010065288,0.014788522,0.0000020862626,0.0000476746,0.22481474,0.7533508,0.0065094875],"study_design_scores_gemma":[0.000058596546,0.00005950631,0.0004975162,0.0014052399,0.000033393604,1.1963327e-7,0.0006856244,2.2426763e-8,0.0000387374,0.001918202,0.99500567,0.00029734572],"about_ca_topic_score_codex":0.00020647077,"about_ca_topic_score_gemma":0.001457557,"teacher_disagreement_score":0.24165489,"about_ca_system_score_codex":0.00012299928,"about_ca_system_score_gemma":0.00008436651,"threshold_uncertainty_score":0.9964781},"labels":[],"label_agreement":null},{"id":"W4206950447","doi":"10.1111/caje.12565","title":"Compliance with social distancing: Theory and empirical evidence from Ontario during COVID‐19","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social distance; Subsidy; Compliance (psychology); Wage; Apartment; Distancing; Coronavirus disease 2019 (COVID-19); Politics; Business; Demographic economics; Psychology; Social psychology; Public economics; Economics; Political science; Labour economics; Medicine","score_opus":0.38646371909269434,"score_gpt":0.31281448470801726,"score_spread":0.07364923438467708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206950447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98546714,0.00053976773,0.00003945926,0.012034052,0.0007621474,0.00032655077,0.00028894038,0.000008888403,0.00053306133],"genre_scores_gemma":[0.99452204,0.00003945272,0.00007464771,0.0025479496,0.0005421288,0.0000592091,0.000012635244,0.000039557624,0.0021624037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976922,0.00043483084,0.00073128525,0.00036174455,0.000006544693,0.00077335123],"domain_scores_gemma":[0.9965098,0.00082917203,0.0006808498,0.00021659805,0.000108479464,0.0016550964],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012269593,0.0002385801,0.00060229114,0.00026055536,0.0031520263,0.000038680064,0.00039058606,0.000092903196,0.0018021206],"category_scores_gemma":[0.00025796914,0.00025494173,0.000097041,0.000085564876,0.0002326394,0.0002816945,0.00009718819,0.0010121639,0.000005588387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0008544375,0.000008154258,0.8928847,0.00007975519,0.0002289876,0.00031747343,0.057845812,0.00041491498,0.0000053052804,0.044898927,0.002257304,0.00020423737],"study_design_scores_gemma":[0.0036520318,0.0008070196,0.6222921,0.00050051074,0.00020924979,0.00037165853,0.045533434,0.000050706614,0.000006642406,0.18160866,0.14390521,0.0010627796],"about_ca_topic_score_codex":0.7525091,"about_ca_topic_score_gemma":0.99941826,"teacher_disagreement_score":0.2705926,"about_ca_system_score_codex":0.01116987,"about_ca_system_score_gemma":0.0081568435,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W4206963382","doi":"10.1136/bmj-2021-068126","title":"A post-covid economy for health: from the great reset to build back differently","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Reset (finance); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Economy; Virology; Economics; Medicine; Finance","score_opus":0.11458573305476477,"score_gpt":0.44767883905678785,"score_spread":0.3330931060020231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206963382","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10382291,0.00037524468,0.00013911597,0.8791627,0.0011631495,0.004818918,0.0021527577,0.000073860836,0.008291325],"genre_scores_gemma":[0.35592777,0.00006413,0.00080157665,0.53950304,0.0043263147,0.017414093,0.0011306581,0.00012733854,0.0807051],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982131,0.00048227108,0.00041499955,0.0002759169,0.00013557928,0.00047812643],"domain_scores_gemma":[0.9980655,0.0011837558,0.00015300163,0.0004021501,0.00006461268,0.00013100913],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068646285,0.00012810982,0.00025613184,0.00003821251,0.0026292715,0.000010316233,0.00030294879,0.000034400535,0.0028014623],"category_scores_gemma":[0.00018900735,0.000088966866,0.00008687727,0.00009060969,0.000020585041,0.000034425055,0.00057671126,0.00028477292,0.00035497063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022909998,0.000023399476,0.06934946,0.00004394676,0.000045973553,6.1181345e-7,0.006010508,0.0000022357867,0.0000063065327,0.0017283335,0.9217615,0.0007985991],"study_design_scores_gemma":[0.00076869817,0.0002842055,0.0528119,0.000031940373,0.000010239717,2.3873986e-7,0.003766396,0.000007112246,0.000001464046,0.0027508736,0.93945885,0.00010809701],"about_ca_topic_score_codex":0.0035188727,"about_ca_topic_score_gemma":0.0034868817,"teacher_disagreement_score":0.3396597,"about_ca_system_score_codex":0.00023831794,"about_ca_system_score_gemma":0.00024378192,"threshold_uncertainty_score":0.99866915},"labels":[],"label_agreement":null},{"id":"W4207021855","doi":"10.1136/bmj.o196","title":"Parties may lead to his downfall, but is this the worst of what Johnson has done?","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Lead (geology); History; Philosophy; Psychology; Positive economics; Economics; Geology; Paleontology","score_opus":0.12617229099237223,"score_gpt":0.4125062860209339,"score_spread":0.2863339950285617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207021855","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3952429,0.003291699,0.000009040613,0.57627183,0.0022429724,0.0015915519,0.00007473437,0.00009608182,0.021179218],"genre_scores_gemma":[0.84674054,0.0007197378,0.000059395265,0.016518066,0.00052884105,0.0014550552,0.000011063153,0.00003162254,0.13393569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810916,0.00042450166,0.00044771572,0.0002067009,0.00041150136,0.00040044164],"domain_scores_gemma":[0.99885815,0.00037403576,0.00018732675,0.0004390649,0.0000885937,0.000052823038],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009088309,0.00013598237,0.00027307094,0.000069619804,0.0021098875,0.000021303973,0.00030679358,0.000051864805,0.0050992216],"category_scores_gemma":[0.0001037677,0.00009152936,0.000092983224,0.00024038962,0.00009725993,0.00013141242,0.0006949051,0.00038064577,0.00045083623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009368094,0.000037464593,0.02332239,0.000057882186,0.000056775458,0.0000030340555,0.038961776,0.0000041742746,0.00011731579,0.00067960925,0.9339438,0.0027220931],"study_design_scores_gemma":[0.00028769244,0.00012433196,0.011657666,0.0001024809,0.000029757988,6.980372e-7,0.034826707,0.0000037403865,0.00022155081,0.00026555496,0.9523549,0.00012493409],"about_ca_topic_score_codex":0.0019158905,"about_ca_topic_score_gemma":0.00086816633,"teacher_disagreement_score":0.5597538,"about_ca_system_score_codex":0.00010159043,"about_ca_system_score_gemma":0.00010743903,"threshold_uncertainty_score":0.99918926},"labels":[],"label_agreement":null},{"id":"W4207039315","doi":"10.1016/j.bpobgyn.2022.01.006","title":"Induction of labour in contemporary clinical practice: Unanswered questions and future research directions","year":2022,"lang":"en","type":"editorial","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Clinical Practice; Epistemology; Engineering ethics; Family medicine","score_opus":0.34614214104607105,"score_gpt":0.6294049739197346,"score_spread":0.28326283287366355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207039315","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002911266,0.034084667,0.0000022127117,0.048631694,0.8399332,0.0049331146,0.00066285965,0.00012225854,0.06871869],"genre_scores_gemma":[0.006482621,0.43671003,0.0010146155,0.0005750138,0.5289775,0.0031548392,0.0006488711,0.00028146722,0.022155048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.87679744,0.10583134,0.006866357,0.0024882609,0.0056269187,0.002389691],"domain_scores_gemma":[0.33576322,0.6410533,0.0031170598,0.0017696507,0.017504916,0.00079185615],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.13319467,0.0006164551,0.0025463672,0.0033676066,0.0040975637,0.000102626334,0.0014094041,0.006243066,0.0022512923],"category_scores_gemma":[0.8117202,0.00060783804,0.00038688924,0.007228641,0.0029167524,0.0013651656,0.004286262,0.05234289,0.00029278005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014813922,0.007100926,0.039897174,0.0005437258,0.00054803473,0.00063475507,0.0012740314,3.3270308e-7,4.3877205e-7,0.0053749466,0.87776345,0.06538076],"study_design_scores_gemma":[0.0041382103,0.0064038187,0.03692699,0.000110112596,0.00018150955,0.000005118462,0.039312392,0.0000024735969,7.06238e-8,0.0012029111,0.91130376,0.00041264264],"about_ca_topic_score_codex":0.008216807,"about_ca_topic_score_gemma":0.0019662185,"teacher_disagreement_score":0.6785255,"about_ca_system_score_codex":0.0022655649,"about_ca_system_score_gemma":0.0172416,"threshold_uncertainty_score":0.99979675},"labels":[],"label_agreement":null},{"id":"W4210289608","doi":"10.1108/oxan-db252442","title":"Spain’s economic recovery from COVID-19 will be slow","year":2020,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Economic recovery; Coronavirus disease 2019 (COVID-19); Economic policy; Multinational corporation; Inflation (cosmology); Opposition (politics); Economy; Politics; Development economics; Macroeconomics; Geography; Political science; Finance","score_opus":0.06276721777968298,"score_gpt":0.3762074985504847,"score_spread":0.3134402807708017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210289608","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023219998,0.005913031,0.00017992138,0.80599725,0.0020551195,0.0010879157,0.0010061892,0.0011767634,0.18256061],"genre_scores_gemma":[0.0000056578106,0.0042583714,0.00032185306,0.5239101,0.0037158171,0.00024925565,0.0006918205,0.00054468197,0.46630245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687433,0.00031756776,0.0007358238,0.0010082959,0.00026544055,0.0007985164],"domain_scores_gemma":[0.99780667,0.0004826796,0.0005755319,0.0006295096,0.000020357122,0.0004852556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018769363,0.00066600234,0.00107616,0.00015376258,0.00070504576,0.000028829556,0.00047517245,0.00074416166,0.0621335],"category_scores_gemma":[0.00027454455,0.0006497282,0.0002999845,0.0000880041,0.0001273469,0.00014022845,0.00045889468,0.000820223,0.0027349738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006166247,0.000018535744,0.00024001222,0.00013772513,0.00039149757,0.000024550964,0.0054853223,6.878466e-7,0.000018035182,0.00043526592,0.99268013,0.0005065809],"study_design_scores_gemma":[0.0010408743,0.00005791629,0.00008032719,0.0003315034,0.00004653223,4.3451442e-7,0.0001413325,0.000005695282,0.0000025779589,0.00068241835,0.9969097,0.0007007252],"about_ca_topic_score_codex":0.5660625,"about_ca_topic_score_gemma":0.012471299,"teacher_disagreement_score":0.5535912,"about_ca_system_score_codex":0.0005741604,"about_ca_system_score_gemma":0.0005350616,"threshold_uncertainty_score":0.9995954},"labels":[],"label_agreement":null},{"id":"W4210324186","doi":"10.1016/j.shaw.2021.12.1380","title":"A furnished house without walls: Examining the work and health support systems of self-employed workers in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Self employed; Sociology; Engineering; Economics; Labour economics; Mechanical engineering","score_opus":0.06815537699030907,"score_gpt":0.338547639643528,"score_spread":0.2703922626532189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210324186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92159,0.0072292816,0.000006857521,0.0653875,0.0014473221,0.0029850753,0.000045168374,0.00013376643,0.0011750575],"genre_scores_gemma":[0.9889979,0.0010192489,0.00006223866,0.0054286006,0.000081183825,0.00032405133,0.000031836353,0.000049583585,0.004005395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956797,0.0010933798,0.0012783292,0.00043666532,0.00047632385,0.0010356093],"domain_scores_gemma":[0.99804777,0.0005229997,0.00070726895,0.0003467996,0.000045418925,0.00032972722],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042421464,0.00026379936,0.00085862906,0.00008972503,0.0033212935,0.00000902852,0.00018641748,0.00008004358,0.00017917309],"category_scores_gemma":[0.00002128814,0.00020774905,0.000031890373,0.00051807304,0.0000802178,0.00005143028,0.0005199525,0.0011626517,0.0000018468177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044862027,0.00003463218,0.9219937,0.00042314164,0.000055231896,0.0000058485375,0.029073723,0.00005591262,3.723901e-8,0.00019271942,0.047148064,0.0005684109],"study_design_scores_gemma":[0.0012525074,0.00025652122,0.85943985,0.0005222602,0.000012798695,0.00000262085,0.0185557,0.0000024010042,1.796072e-8,0.000013728074,0.11978479,0.00015679387],"about_ca_topic_score_codex":0.9565018,"about_ca_topic_score_gemma":0.99179804,"teacher_disagreement_score":0.07263672,"about_ca_system_score_codex":0.0028376156,"about_ca_system_score_gemma":0.0053370553,"threshold_uncertainty_score":0.99797624},"labels":[],"label_agreement":null},{"id":"W4210378941","doi":"10.53379/cjcd.2022.327","title":"Psychosocial Risks and Subjective Well-Being in the Canadian Workplace","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Career Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Typology; Psychosocial; Psychological resilience; Latent class model; Psychology; Social psychology; Harassment; Set (abstract data type); Injustice; Demographic economics; Sociology; Economics","score_opus":0.06560334934264189,"score_gpt":0.34560171000672435,"score_spread":0.27999836066408246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210378941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9093005,0.0009961706,0.0000052245177,0.027573477,0.0017160614,0.00046371942,0.000012328873,0.000003871681,0.059928622],"genre_scores_gemma":[0.99532866,0.000018272915,0.000050070303,0.0034985016,0.00018247956,0.000058403075,0.000003941856,0.000013384813,0.0008462683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810344,0.00044964842,0.00042802948,0.000117856456,0.0003224114,0.00057860895],"domain_scores_gemma":[0.9989948,0.00015661331,0.0001672018,0.00008316562,0.00016188742,0.00043631712],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018092019,0.00011863538,0.00019827332,0.00044679106,0.0034024308,0.00002677346,0.00028778164,0.000060640883,0.00040892637],"category_scores_gemma":[0.000074224925,0.00009722552,0.000035304412,0.00032845972,0.00005575326,0.00006080096,0.00003750532,0.0010066396,0.000008576244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013447683,0.0000031948268,0.82680273,0.000007857582,0.00004567152,0.00017373762,0.13817403,0.000008867165,2.211997e-7,0.0009855411,0.0321054,0.0016792893],"study_design_scores_gemma":[0.0003576761,0.000027219023,0.57995605,0.00004986595,0.000009302836,0.000015160375,0.026403887,4.697803e-7,5.7078216e-7,0.00053558254,0.39255208,0.000092138245],"about_ca_topic_score_codex":0.44963294,"about_ca_topic_score_gemma":0.9923022,"teacher_disagreement_score":0.54266924,"about_ca_system_score_codex":0.0022786197,"about_ca_system_score_gemma":0.00872032,"threshold_uncertainty_score":0.997895},"labels":[],"label_agreement":null},{"id":"W4210401671","doi":"10.15173/glj.v13i1.4969","title":"Review of: Cédric Hugrée, Etienne Pénissat and Alexis Spire (2020) Social Class in Europe: New Inequalities in the Old World","year":2022,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Spire (mollusc); Class (philosophy); Inequality; Sociology; Mathematics; Biology; Artificial intelligence; Computer science; Zoology","score_opus":0.05842561471839145,"score_gpt":0.3926444331728848,"score_spread":0.3342188184544933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210401671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69060695,0.12947991,0.0000032885869,0.15720302,0.0010851333,0.00076354534,0.00021797129,0.000027119671,0.020613054],"genre_scores_gemma":[0.8362632,0.08501816,0.000097694574,0.06266717,0.0019438196,0.00009944337,0.000025659114,0.000041377432,0.013843513],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963842,0.0017450679,0.0008046672,0.0001643363,0.0004240101,0.0004777301],"domain_scores_gemma":[0.9991093,0.00016853338,0.00038620847,0.00012380077,0.00013419481,0.000077919416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338247,0.00016001865,0.00042059337,0.00009358227,0.0009451717,0.000016725873,0.00032548726,0.00004102916,0.0009109867],"category_scores_gemma":[0.00027340197,0.00011567008,0.000065337736,0.0014837797,0.0000626581,0.000098063996,0.00037488455,0.0011071254,0.000010963513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010389048,0.00009343029,0.45857066,0.0014475165,0.00003792564,0.00012546497,0.008063722,0.0000026054129,0.0000028322606,0.07608363,0.44900844,0.0064599104],"study_design_scores_gemma":[0.000993883,0.000095102005,0.40168318,0.001545814,0.000024623663,0.000034041474,0.00593364,7.1245205e-7,9.725401e-8,0.004757363,0.58480006,0.0001314773],"about_ca_topic_score_codex":0.0012736038,"about_ca_topic_score_gemma":0.0027487425,"teacher_disagreement_score":0.1456562,"about_ca_system_score_codex":0.00022346598,"about_ca_system_score_gemma":0.0002960826,"threshold_uncertainty_score":0.99746656},"labels":[],"label_agreement":null},{"id":"W4210473487","doi":"10.1787/20fff09e-en","title":"An assessment of the impact of COVID-19 on job and skills demand using online job vacancy data","year":2021,"lang":"en","type":"report","venue":"OECD policy responses to coronavirus (Covid-19)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Demographic economics; Business; Supply and demand; Labor demand; Labour economics; Economics; Medicine","score_opus":0.40397477986500074,"score_gpt":0.6334430841199967,"score_spread":0.22946830425499598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210473487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92065734,0.0042471215,0.00039174713,0.0184749,0.0012537097,0.00462154,0.046685345,0.00020371162,0.00346456],"genre_scores_gemma":[0.8572581,0.031878278,0.002034692,0.05696163,0.0063955956,0.0006226309,0.0045221327,0.0008616057,0.039465345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.986937,0.005533401,0.0024565603,0.0017278204,0.001938312,0.0014069433],"domain_scores_gemma":[0.983515,0.0067224954,0.002367084,0.0044244644,0.0006205865,0.0023503723],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005142766,0.0011617912,0.0024208433,0.0011606135,0.0021462142,0.000058444166,0.0019584305,0.00095500814,0.0011748493],"category_scores_gemma":[0.022372808,0.0008490141,0.0005264593,0.0009290927,0.00058529025,0.0002527001,0.0034530307,0.0016318015,0.000011340419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024245826,0.0009026472,0.90756655,0.004529724,0.0013674252,0.00017971682,0.0054336246,0.00083937123,0.0009787786,0.00046586766,0.07206532,0.0032464226],"study_design_scores_gemma":[0.0021547824,0.0009573759,0.6489117,0.0010743816,0.0005691625,0.00007576941,0.0011073374,0.000054994583,0.000012112919,0.00036609932,0.3438407,0.00087557005],"about_ca_topic_score_codex":0.2067756,"about_ca_topic_score_gemma":0.027151803,"teacher_disagreement_score":0.27177536,"about_ca_system_score_codex":0.0069200792,"about_ca_system_score_gemma":0.093738995,"threshold_uncertainty_score":0.9997382},"labels":[],"label_agreement":null},{"id":"W4210677890","doi":"10.7202/1085572ar","title":"Une jeunesse en quête de sens? Le rapport au travail des jeunes français à travers le prisme des effets de génération et d’âge","year":2022,"lang":"en","type":"article","venue":"Revue Jeunes et Société","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sociology; Work (physics); Psychology; Humanities; Social psychology; Geography; Art","score_opus":0.0493786926555468,"score_gpt":0.3716769969061164,"score_spread":0.3222983042505696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210677890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674854,0.0013016717,0.0011005603,0.020775322,0.000599379,0.0010925136,0.00007008487,0.00037772598,0.0071972855],"genre_scores_gemma":[0.9814627,0.0015167412,0.00066426105,0.0016482446,0.0005269685,0.0009024163,0.00015021535,0.00012503962,0.013003392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949291,0.0022899946,0.0007552916,0.0005309726,0.00036444276,0.0011302046],"domain_scores_gemma":[0.9977948,0.0010406164,0.00037671102,0.00040413506,0.00016201925,0.00022174051],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028295768,0.00040394504,0.0006652207,0.00012360365,0.003906774,0.00003031674,0.0003332872,0.0002762496,0.00022693645],"category_scores_gemma":[0.00030250114,0.0004328535,0.0002684366,0.0004288976,0.0003035102,0.00036443447,0.00031190712,0.0011360394,0.00005012385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020366075,0.0005215799,0.53652483,0.001352657,0.0003111732,0.000062456915,0.42992303,0.00035091554,0.0031858562,0.0038840957,0.012612699,0.011067022],"study_design_scores_gemma":[0.0039205626,0.00031723868,0.5744759,0.0003854223,0.00021546026,0.000041958185,0.35118565,0.00021780319,0.00064466096,0.00991341,0.05783805,0.0008438783],"about_ca_topic_score_codex":0.024668712,"about_ca_topic_score_gemma":0.011998168,"teacher_disagreement_score":0.07873737,"about_ca_system_score_codex":0.0005684561,"about_ca_system_score_gemma":0.0012515212,"threshold_uncertainty_score":0.9998123},"labels":[],"label_agreement":null},{"id":"W4210708977","doi":"10.2139/ssrn.3982009","title":"Underemployment in an Ageing Population: Evidence from the Canadian Labour Market","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Underemployment; Labour economics; Population ageing; Economics; Ageing; Population; Unemployment; Demographic economics; Sociology; Economic growth; Medicine; Demography","score_opus":0.0606426371775187,"score_gpt":0.3827650839143005,"score_spread":0.32212244673678175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210708977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.946252,0.0076320553,0.00006369853,0.043944348,0.0004994441,0.00021123778,0.000007806846,0.000020630116,0.0013687656],"genre_scores_gemma":[0.98868495,0.003571561,0.000022210344,0.0018466007,0.00069046934,0.000018152112,0.000013347465,0.00002018189,0.0051325243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959708,0.0010517242,0.0004020723,0.00021522732,0.00028448057,0.0020756875],"domain_scores_gemma":[0.9989132,0.0004133198,0.0001351534,0.00024107624,0.00015468484,0.00014255458],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023716404,0.00013467616,0.00018259992,0.0000678102,0.001991741,0.00005163714,0.0002564824,0.00010128037,0.0007791363],"category_scores_gemma":[0.00029087096,0.00009952058,0.000052588894,0.00026293407,0.00002139448,0.00027419286,0.00007003805,0.002489445,0.00003217058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000202127,0.000013525198,0.9743699,0.000004511742,0.000046520792,0.00003766986,0.0016862805,0.000009112633,0.000013275708,0.018973244,0.0009904839,0.003835262],"study_design_scores_gemma":[0.00034367788,0.000043584834,0.8702096,0.00026121264,0.000018319182,0.000009864924,0.009285197,0.00001680945,0.0000013403926,0.11544127,0.0042551314,0.00011401898],"about_ca_topic_score_codex":0.52143985,"about_ca_topic_score_gemma":0.9973652,"teacher_disagreement_score":0.47592533,"about_ca_system_score_codex":0.0034477564,"about_ca_system_score_gemma":0.006110647,"threshold_uncertainty_score":0.9998118},"labels":[],"label_agreement":null},{"id":"W4210710950","doi":"10.1016/j.lanepe.2022.100314","title":"Trajectories of precarious employment and the risk of myocardial infarction and stroke among middle-aged workers in Sweden: A register-based cohort study","year":2022,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Relative risk; Stroke (engine); Medicine; Cohort; Demography; Myocardial infarction; Cohort study; Absolute risk reduction; Internal medicine; Confidence interval; Sociology","score_opus":0.08638486233697548,"score_gpt":0.3639840567520639,"score_spread":0.2775991944150884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210710950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115325,0.0017879949,0.0000053156987,0.013233117,0.00028806928,0.0030435736,0.00006949767,0.000028726587,0.00039045862],"genre_scores_gemma":[0.99657667,0.0011469859,0.000014728196,0.0009831279,0.00016427669,0.00056564907,0.000011184798,0.000021266764,0.00051609427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932048,0.004945269,0.00069461094,0.00027509427,0.0005141158,0.00036616222],"domain_scores_gemma":[0.99742204,0.0013343971,0.00071660324,0.00038663702,0.000083981475,0.00005633612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004664565,0.00016762108,0.00069275254,0.00009025281,0.0012873255,0.0000061761857,0.00020693432,0.00003161964,0.000010672759],"category_scores_gemma":[0.00013704116,0.00010053892,0.000058072004,0.00031774625,0.0005108384,0.000040833984,0.00027559858,0.00075399916,4.1199783e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022188043,0.000112197995,0.9723183,0.00013948932,0.00015941485,0.0000014362946,0.021350816,0.00011103403,0.0000014724404,0.00025682553,0.0030793427,0.00025087412],"study_design_scores_gemma":[0.004572259,0.0005937505,0.98084843,0.00012438877,0.00007316827,9.460298e-7,0.009717029,0.000033036893,3.1484944e-7,0.000102205675,0.0038527828,0.00008166967],"about_ca_topic_score_codex":0.022632208,"about_ca_topic_score_gemma":0.008264444,"teacher_disagreement_score":0.01542344,"about_ca_system_score_codex":0.00011894919,"about_ca_system_score_gemma":0.00026410693,"threshold_uncertainty_score":0.9901197},"labels":[],"label_agreement":null},{"id":"W4210795002","doi":"10.1136/bmj.o256","title":"Protecting older adults’ mental health in the pandemic","year":2022,"lang":"en","type":"editorial","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Gerontology; 2019-20 coronavirus outbreak; Psychology; Medicine; Psychiatry; Virology; Infectious disease (medical specialty); Disease; Internal medicine","score_opus":0.05003852404498785,"score_gpt":0.45021034075901484,"score_spread":0.400171816714027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210795002","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009709238,0.0013097777,0.000001264048,0.0423906,0.9418456,0.0077976556,0.00028364052,0.00012765905,0.005272903],"genre_scores_gemma":[0.0007497074,0.00087683334,0.000016872269,0.0021433595,0.98171824,0.006111175,0.0007806512,0.00006711844,0.0075360555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497247,0.0023938154,0.0008162847,0.0003941013,0.0007599618,0.0006633889],"domain_scores_gemma":[0.9971688,0.001771538,0.00059870305,0.00035908484,0.000059897575,0.000042020147],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051128403,0.0002500048,0.00046797574,0.000102765014,0.0026317623,0.000009046888,0.00041074408,0.00034965758,0.00064317265],"category_scores_gemma":[0.0010210827,0.00017111684,0.000092533235,0.00021720052,0.0000299441,0.000039529845,0.0004221661,0.0044230907,0.00006689216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000714112,0.00003844215,0.0062447577,0.0004218772,0.00002271564,0.0000026285825,0.040007614,1.0060451e-7,7.172432e-8,0.000013667916,0.95094526,0.0022314359],"study_design_scores_gemma":[0.0011463752,0.00010637099,0.0025799703,0.0010300855,0.0000067621254,4.195063e-7,0.030440703,0.0000010604952,1.3604589e-8,0.000048590795,0.9644701,0.00016953201],"about_ca_topic_score_codex":0.00378331,"about_ca_topic_score_gemma":0.0044129114,"teacher_disagreement_score":0.040247243,"about_ca_system_score_codex":0.000624477,"about_ca_system_score_gemma":0.00085774634,"threshold_uncertainty_score":0.9986667},"labels":[],"label_agreement":null},{"id":"W4210808468","doi":"10.1186/s12889-022-12647-6","title":"Who loses more? Identifying the relationship between hospitalization and income loss: prediction of hospitalization duration and differences of gender and employment status","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Korea Institute for Health and Social Affairs","keywords":"Medicine; Poverty; Social security; Welfare; Public health; Biostatistics; Social insurance; Demography; Household income; Demographic economics; Environmental health; Economic growth; Economics; Geography","score_opus":0.1664186063629441,"score_gpt":0.4012040192601138,"score_spread":0.2347854128971697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210808468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890443,0.0021398135,0.004104207,0.0032390957,0.00015955807,0.0010298496,0.00017902037,0.000039042025,0.00006509399],"genre_scores_gemma":[0.99836594,0.0009869875,0.00007249624,0.00010927429,0.00006136834,0.00014189305,0.00017455922,0.000014214905,0.000073241165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973637,0.0008789275,0.00084685994,0.00023477542,0.00039396706,0.0002817845],"domain_scores_gemma":[0.9981667,0.0007062414,0.0007226576,0.00015289776,0.00014807319,0.000103426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015815162,0.00012095984,0.00027453472,0.00019563567,0.0016359416,0.000023461738,0.000064552354,0.000058259215,0.000017927941],"category_scores_gemma":[0.00050195894,0.00009511287,0.000019113235,0.00034746202,0.00015588432,0.00034036417,0.00023471519,0.00018317414,1.6374187e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082048655,0.000025068313,0.96319896,0.00074483,0.000024405344,4.3498794e-8,0.021509487,0.0000020719817,0.0000016608607,0.013873086,0.00017212144,0.00044005061],"study_design_scores_gemma":[0.0005091525,0.00020144114,0.98251885,0.000087284374,0.000023013188,4.5778825e-7,0.013603352,0.00014855257,8.4521645e-7,0.002587136,0.00025181935,0.000068083034],"about_ca_topic_score_codex":0.00064145355,"about_ca_topic_score_gemma":0.00013334784,"teacher_disagreement_score":0.019319894,"about_ca_system_score_codex":0.00014053522,"about_ca_system_score_gemma":0.00026137172,"threshold_uncertainty_score":0.9996638},"labels":[],"label_agreement":null},{"id":"W4211080399","doi":"10.1177/09500170211069806","title":"‘You Can’t Eat Soap’: Reimagining COVID-19, Work, Family and Employment from the Global South","year":2022,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Locality; Work (physics); Global South; Resource (disambiguation); Coronavirus disease 2019 (COVID-19); Inequality; Distancing; Sociology; Social distance; Public relations; Political science; Geography; Economic geography; Medicine; Engineering","score_opus":0.06781372045594213,"score_gpt":0.36203172983723675,"score_spread":0.2942180093812946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211080399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87984407,0.007974213,0.00019673801,0.10599761,0.0014658747,0.0015913305,0.00044645288,0.00037888292,0.0021048153],"genre_scores_gemma":[0.9308827,0.0012787156,0.00035946027,0.055122778,0.0007795908,0.0010089402,0.00018475008,0.000073494564,0.010309568],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963782,0.0006625273,0.00059457653,0.00075702334,0.00067998486,0.0009277261],"domain_scores_gemma":[0.99814373,0.00068318954,0.00026806517,0.0004705132,0.0000534046,0.0003810972],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011272113,0.00043094647,0.00049314345,0.000021795364,0.007375474,0.00007333881,0.000352754,0.00014145867,0.00046228277],"category_scores_gemma":[0.00006674916,0.000299429,0.00021467819,0.00051770563,0.0003471952,0.00008100976,0.0017007763,0.0010518326,0.000019588211],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008537169,0.000038634018,0.7551448,0.000018304867,0.00023988671,0.000005318216,0.054537695,0.000012304545,0.0000027027334,0.0007884317,0.18746026,0.0016663256],"study_design_scores_gemma":[0.0021972773,0.000109144945,0.44871163,0.00008987135,0.00020225883,9.54514e-7,0.076372445,0.000012115124,4.9161133e-7,0.0028767958,0.46894562,0.0004813691],"about_ca_topic_score_codex":0.003584506,"about_ca_topic_score_gemma":0.00032917195,"teacher_disagreement_score":0.3064331,"about_ca_system_score_codex":0.0007875162,"about_ca_system_score_gemma":0.00031943727,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W4211157857","doi":"10.2139/ssrn.4026939","title":"Zero-hours Contracts in a Frictional Labor Market","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Zero (linguistics); Economics; Business; Labour economics; Philosophy","score_opus":0.017904196478579867,"score_gpt":0.34226987701111644,"score_spread":0.32436568053253656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211157857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942247,0.0070074,0.00022460891,0.02404336,0.0018297915,0.0005725051,0.000037199945,0.00008549311,0.023952639],"genre_scores_gemma":[0.9752751,0.0022168902,0.000010687518,0.0013110336,0.00039486866,0.00013311837,0.0000065002964,0.000026281718,0.020625537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957824,0.0007092337,0.00043128504,0.00017262647,0.00039882382,0.0025056778],"domain_scores_gemma":[0.9992646,0.00026232208,0.0002156734,0.00010227254,0.00008423299,0.000070907],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034331714,0.0001342951,0.00021925195,0.00019458767,0.0019233697,0.0000075098433,0.0002119733,0.00005510613,0.0017653607],"category_scores_gemma":[0.00011987318,0.00012242349,0.00007626727,0.00031697893,0.000018543293,0.00011450849,0.00014228119,0.0048902426,0.00004209641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000494482,0.00022354959,0.7565785,0.0000087956905,0.00017966343,0.000028258875,0.0021889694,0.00004640345,0.00006689749,0.1848354,0.051307887,0.0040412107],"study_design_scores_gemma":[0.004609888,0.00061769184,0.39098778,0.000054706197,0.000043537595,0.00013720126,0.030358825,0.000033271455,0.0000016060782,0.32636625,0.24643523,0.00035401],"about_ca_topic_score_codex":0.00027388908,"about_ca_topic_score_gemma":0.0026286675,"teacher_disagreement_score":0.3655907,"about_ca_system_score_codex":0.002402736,"about_ca_system_score_gemma":0.0028383704,"threshold_uncertainty_score":0.999376},"labels":[],"label_agreement":null},{"id":"W4211251014","doi":"10.1007/s00420-022-01839-7","title":"Precarious employment and mental health across European welfare states: a gender perspective","year":2022,"lang":"en","type":"article","venue":"International Archives of Occupational and Environmental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Institució Catalana de Recerca i Estudis Avançats; Ministerio de Ciencia, Innovación y Universidades","keywords":"Mental health; Welfare; Quartile; Demographic economics; Logistic regression; Scale (ratio); Ordered logit; Inequality; Demography; Psychology; Geography; Medicine; Political science; Economics; Sociology; Psychiatry","score_opus":0.043683534582306595,"score_gpt":0.39727892040606205,"score_spread":0.35359538582375544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211251014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94174606,0.003073417,0.00021010381,0.04173122,0.0005342285,0.0010582646,0.007557925,0.000046223577,0.004042585],"genre_scores_gemma":[0.9934286,0.0015590416,0.00023682698,0.002473911,0.000085828,0.00009015068,0.001152641,0.000021947151,0.0009510606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978467,0.0004763085,0.000511956,0.00035683776,0.0004604373,0.00034770963],"domain_scores_gemma":[0.99927294,0.00012453605,0.0003393187,0.00009549001,0.000010078041,0.00015760802],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003849073,0.00016608607,0.00022646462,0.00009037887,0.0022260423,0.0000071036893,0.00014318441,0.000012401827,0.00035377598],"category_scores_gemma":[0.000006730138,0.00015886493,0.00005273086,0.0000359497,0.00021660663,0.000080534766,0.0008472991,0.00027864234,0.0000046154996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000993026,0.00055574946,0.73833615,0.00014158066,0.00026412265,0.000003714959,0.21684271,0.00011146729,0.000049419054,0.009091403,0.0027143683,0.030896276],"study_design_scores_gemma":[0.0012143861,0.00042316422,0.88283706,0.00003506287,0.0000028090078,0.0000098396895,0.052579544,0.0002659735,0.0000010280369,0.0014526695,0.0610491,0.00012938096],"about_ca_topic_score_codex":0.0019450664,"about_ca_topic_score_gemma":0.00022195543,"teacher_disagreement_score":0.16426317,"about_ca_system_score_codex":0.00043475055,"about_ca_system_score_gemma":0.00007752148,"threshold_uncertainty_score":0.9990729},"labels":[],"label_agreement":null},{"id":"W4212899707","doi":"10.3390/ijerph19042232","title":"Initiatives Addressing Precarious Employment and Its Effects on Workers’ Health and Well-Being: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Karolinska Institutet; Karlstads universitet","keywords":"Scopus; Grey literature; Precarious work; Psychological intervention; Occupational safety and health; Systematic review; Political science; Population; Business; Economic growth; Environmental health; Work (physics); MEDLINE; Medicine; Nursing; Economics; Engineering","score_opus":0.25913230571914,"score_gpt":0.529424737758614,"score_spread":0.270292432039474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212899707","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003908067,0.981982,0.0000022044426,0.013184512,0.00041097184,0.003491392,0.00006494466,0.000010201275,0.00046296808],"genre_scores_gemma":[0.0015429046,0.9939998,0.000014219581,0.003177538,0.0003098742,0.00038751014,0.00006905677,0.000048651236,0.00045046935],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886104,0.006366152,0.0018708708,0.00042144555,0.0019209358,0.0008102201],"domain_scores_gemma":[0.9925366,0.004404777,0.0018328876,0.00017873537,0.00008973906,0.00095726916],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007963088,0.00037206447,0.002133296,0.000739615,0.0013394967,0.000088771965,0.00041723665,0.00011913842,0.00020832334],"category_scores_gemma":[0.0014134941,0.00026684132,0.00015572598,0.00018945191,0.00015748176,0.00028712515,0.00083734514,0.0022523135,0.000015521313],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004779063,0.00035254902,0.00095037295,0.6622084,0.0010208687,0.00008305662,0.0052188924,1.3324192e-8,5.3504415e-8,0.00066984264,0.0033143167,0.32613385],"study_design_scores_gemma":[0.00059520494,0.0017410389,0.00041769975,0.44371736,0.00006721947,0.00010646378,0.0015969815,5.768841e-7,2.36886e-8,0.00012440309,0.5514616,0.00017143953],"about_ca_topic_score_codex":0.00004466646,"about_ca_topic_score_gemma":0.000011027152,"teacher_disagreement_score":0.54814726,"about_ca_system_score_codex":0.0018245539,"about_ca_system_score_gemma":0.0015023192,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W4212970211","doi":"10.1177/00197939221076856","title":"Heterogeneous Labor Market Impacts of the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Economics; Virology; Medicine; Outbreak","score_opus":0.15705017010512248,"score_gpt":0.4233817063835115,"score_spread":0.266331536278389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212970211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5213429,0.3028945,0.0000027226686,0.15817139,0.001965687,0.005245066,0.0018182601,0.00014260346,0.008416885],"genre_scores_gemma":[0.83240336,0.08781842,0.000015878522,0.035443682,0.00061581883,0.0012328338,0.00007986012,0.00004786054,0.04234229],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748063,0.0013665999,0.00055848155,0.00015853561,0.00022340524,0.00021231773],"domain_scores_gemma":[0.9985472,0.0006663325,0.0003527486,0.00024926738,0.00007587329,0.00010856517],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011614012,0.00011402996,0.00032093356,0.000042176394,0.001647551,0.0000030393676,0.00015709628,0.00008697588,0.007890615],"category_scores_gemma":[0.0015234712,0.00007319047,0.000082523984,0.00062206463,0.00007288351,0.000040434825,0.00031150747,0.00065270346,0.00001609998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002827746,0.000022969687,0.73595667,0.0003866112,0.00005444856,0.0000012559308,0.00043464973,0.000007933097,0.0000041138364,0.0012080345,0.26002392,0.0018710855],"study_design_scores_gemma":[0.00073007296,0.00004697701,0.019622406,0.00048857485,0.00013221594,0.000007443148,0.00017633576,0.000002104628,3.556946e-7,0.00035527404,0.9783537,0.000084573265],"about_ca_topic_score_codex":0.0003508895,"about_ca_topic_score_gemma":0.00015196607,"teacher_disagreement_score":0.7183297,"about_ca_system_score_codex":0.00014540466,"about_ca_system_score_gemma":0.0005103165,"threshold_uncertainty_score":0.99965215},"labels":[],"label_agreement":null},{"id":"W4213283745","doi":"10.1080/00472778.2021.2017443","title":"Understanding micro-level resilience enactment of everyday entrepreneurs under threat","year":2022,"lang":"en","type":"article","venue":"Journal of Small Business Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"","keywords":"Mindset; Identity (music); Construct (python library); Entrepreneurship; Psychological resilience; Perception; Social psychology; Psychology; Affordance; Resilience (materials science); Marketing; Public relations; Sociology; Business; Political science; Epistemology","score_opus":0.2339776424567324,"score_gpt":0.36306461164356,"score_spread":0.12908696918682763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213283745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91512126,0.0014434332,0.037527483,0.021719271,0.004802599,0.0015430518,0.000040876497,0.00005274386,0.017749289],"genre_scores_gemma":[0.99097556,0.0011296577,0.000838901,0.0006860111,0.00011554405,0.000039246508,0.0000044375156,0.000026263933,0.006184408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975673,0.00026301062,0.0009144389,0.00020496587,0.00066158647,0.00038873113],"domain_scores_gemma":[0.99817467,0.00019874041,0.0010337537,0.00025827787,0.00026694866,0.00006761199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010485484,0.00018396562,0.00040390805,0.00037595036,0.00083133276,0.00001001533,0.00040921711,0.00003513882,0.0005367821],"category_scores_gemma":[0.000029808336,0.00015174614,0.00012426167,0.0005303256,0.000067768415,0.00013542536,0.00078511017,0.0003536911,0.0000068013896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025746087,0.002488639,0.68670475,0.0036279077,0.0034163762,0.0007568113,0.013768374,0.04324143,0.003183879,0.11110769,0.12120251,0.007927011],"study_design_scores_gemma":[0.0045933835,0.0003426896,0.887305,0.00094342185,0.0005579939,0.000023535018,0.06098859,0.000030666088,0.00015478376,0.017377041,0.0272347,0.00044817265],"about_ca_topic_score_codex":0.000088025176,"about_ca_topic_score_gemma":0.00004538743,"teacher_disagreement_score":0.20060027,"about_ca_system_score_codex":0.00089392776,"about_ca_system_score_gemma":0.00011078356,"threshold_uncertainty_score":0.63940233},"labels":[],"label_agreement":null},{"id":"W4213314935","doi":"10.1177/14647001211062734","title":"Feminist Loneliness Studies: an introduction","year":2022,"lang":"en","type":"article","venue":"Feminist Theory","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's and Gender Studies et Recherches Féministes; University of Ottawa","funders":"","keywords":"Loneliness; Oppression; Sociology; Ableism; Gender studies; Dystopia; Racism; Capitalism; White supremacy; Intersectionality; Psychology; Social psychology; Political science; Politics; Law","score_opus":0.08965848632595128,"score_gpt":0.43277396374568405,"score_spread":0.3431154774197328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213314935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7176305,0.0047237314,0.00020383982,0.042568468,0.030079678,0.002898573,0.00050694216,0.0017284376,0.19965981],"genre_scores_gemma":[0.9521874,0.000056398527,0.00005568829,0.004200609,0.0037796583,0.0009600292,0.00010624517,0.000055500524,0.038598478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669677,0.0014429489,0.0005463883,0.0004776172,0.00033201548,0.0005042393],"domain_scores_gemma":[0.9983413,0.0006441877,0.0002470501,0.000557251,0.000116273615,0.00009391057],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029560912,0.00021656092,0.000370972,0.00010616231,0.004794409,0.000008736709,0.00032398992,0.00006478396,0.002942228],"category_scores_gemma":[0.00038862682,0.00019545571,0.00007374585,0.00030327225,0.00023174868,0.0000656548,0.00065999693,0.0006805343,0.00020112692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080272293,0.00034165877,0.027679345,0.00021238685,0.00025431238,0.00002519413,0.0739472,0.000019597202,0.00016199415,0.5250478,0.36782274,0.0036850884],"study_design_scores_gemma":[0.0005443449,0.0002777222,0.0011099556,0.000015556565,0.00005147972,0.0000065223467,0.20747842,0.0000044333974,0.000016891212,0.02167834,0.76858824,0.00022805792],"about_ca_topic_score_codex":0.000017385339,"about_ca_topic_score_gemma":0.0000225846,"teacher_disagreement_score":0.50336945,"about_ca_system_score_codex":0.00027922296,"about_ca_system_score_gemma":0.00011809484,"threshold_uncertainty_score":0.9979692},"labels":[],"label_agreement":null},{"id":"W4214631948","doi":"10.1111/caje.12576","title":"Labour market conditions and adult health in Mexico","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Construct (python library); Mental health; Demographic economics; Panel data; Physical health; Labour economics; Baseline (sea); Psychology; Political science; Econometrics","score_opus":0.1205739053192947,"score_gpt":0.27200268592914606,"score_spread":0.15142878060985138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214631948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401342,0.00051067444,0.0000021310636,0.053170547,0.001293305,0.00042158534,0.0010232391,0.0000056843464,0.0034386076],"genre_scores_gemma":[0.98581654,0.00041352562,0.000052505602,0.010260067,0.0002894922,0.00009256788,0.000031677042,0.000038593083,0.0030050306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974163,0.00039399017,0.0010409156,0.00025071157,0.0000030777398,0.0008949897],"domain_scores_gemma":[0.9974004,0.00026291836,0.0006927355,0.00020445789,0.00013387369,0.0013056191],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013648623,0.00019048851,0.0006055498,0.00079732336,0.0012772836,0.000019722072,0.00028733438,0.00008199951,0.0024280471],"category_scores_gemma":[0.00018487456,0.00023643604,0.00008731112,0.00015147615,0.0001052116,0.00020856464,0.000065521264,0.0008679719,0.0000074966647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006749338,0.000014434762,0.37336254,0.00007813578,0.00010251961,0.00009671744,0.007010501,0.00039545668,6.9904445e-7,0.5739123,0.04406595,0.00089322386],"study_design_scores_gemma":[0.0030620636,0.0008090426,0.18943103,0.00022664381,0.000027868997,0.00028954036,0.027883954,0.0002958904,0.0000014232354,0.2633785,0.5139937,0.0006003925],"about_ca_topic_score_codex":0.40708953,"about_ca_topic_score_gemma":0.99632806,"teacher_disagreement_score":0.5892385,"about_ca_system_score_codex":0.0044816374,"about_ca_system_score_gemma":0.004211747,"threshold_uncertainty_score":0.99934},"labels":[],"label_agreement":null},{"id":"W4214727601","doi":"10.7202/050478ar","title":"Employment Security","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","score_opus":0.06491845305118545,"score_gpt":0.3825809851124749,"score_spread":0.31766253206128947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214727601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6281351,0.0007585747,0.00018276968,0.0531808,0.00045130384,0.0006718998,0.00002668266,0.00033201062,0.31626084],"genre_scores_gemma":[0.9390929,0.000104398016,0.00015073155,0.00062766846,0.00072823477,0.00010512137,0.00002433093,0.000016556027,0.05915009],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881333,0.00014091194,0.00037160455,0.00017315648,0.00017260683,0.00032838254],"domain_scores_gemma":[0.9992095,0.00029816866,0.00010453688,0.0002178583,0.00009132203,0.000078562865],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025427787,0.00011813353,0.00014039846,0.00008741256,0.0012561386,0.0000056243807,0.000099424666,0.00024431027,0.00282449],"category_scores_gemma":[0.00013280925,0.00010354418,0.000048254846,0.0002311142,0.000051327155,0.00013492632,0.00010250835,0.0006435573,0.0024594837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009574278,0.000087796856,0.43953875,0.0000023794962,0.00006034137,0.0000010971182,0.007057401,0.00006282301,0.000010688831,0.033629566,0.5055605,0.013979061],"study_design_scores_gemma":[0.00041963533,0.000020009107,0.024967631,0.000044859175,0.000022894934,3.3908245e-7,0.0022765743,0.000060859114,0.000031945976,0.0012672328,0.97076494,0.00012307972],"about_ca_topic_score_codex":0.00009919879,"about_ca_topic_score_gemma":0.00017137438,"teacher_disagreement_score":0.46520442,"about_ca_system_score_codex":0.0001565249,"about_ca_system_score_gemma":0.00012769924,"threshold_uncertainty_score":0.99831724},"labels":[],"label_agreement":null},{"id":"W4214733187","doi":"10.31269/triplec.v20i1.1323","title":"Mainstream News Media's Engagement with Friedrich Engels’s Concept of Social Murder","year":2022,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Austerity; Bourgeoisie; Mainstream; Inequality; Relation (database); Newspaper; Sociology; Media studies; Social inequality; Criminology; Political science; Politics; Law","score_opus":0.06976256139480407,"score_gpt":0.4689552821098918,"score_spread":0.3991927207150877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214733187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41116884,0.005898497,0.049360525,0.22481255,0.0030153973,0.038346723,0.005009124,0.0006923284,0.261696],"genre_scores_gemma":[0.9841106,0.0008155567,0.0020675769,0.0060634906,0.00015426995,0.0030661023,0.0011889258,0.000033105756,0.002500352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99571717,0.001167371,0.0014507675,0.00017475961,0.0007625109,0.000727402],"domain_scores_gemma":[0.99426204,0.000548258,0.0016039999,0.0004723467,0.0029661737,0.00014720953],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003320749,0.0002778411,0.000539407,0.0000977991,0.00992815,0.0005875016,0.0027336911,0.00014093127,0.0010182463],"category_scores_gemma":[0.00037220647,0.00025501696,0.00026099343,0.00085463474,0.00021044082,0.0062333047,0.0037338582,0.0010659036,0.0000030497772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052206765,0.00021637617,0.0025860444,0.00038507913,0.00029896415,0.000001850128,0.15125674,0.00025887295,0.0000013975252,0.3517169,0.48741612,0.0053395787],"study_design_scores_gemma":[0.0038528892,0.00014582793,0.0021826462,0.000038403727,0.000078298726,0.000006671351,0.45035595,0.00006282689,0.000008911681,0.012709353,0.5303205,0.0002377166],"about_ca_topic_score_codex":0.002593199,"about_ca_topic_score_gemma":0.00022154828,"teacher_disagreement_score":0.5729418,"about_ca_system_score_codex":0.0018410372,"about_ca_system_score_gemma":0.0013841994,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W4214843422","doi":"10.3390/ijerph19052981","title":"(Not That) Essential: A Scoping Review of Migrant Workers’ Access to Health Services and Social Protection during the COVID-19 Pandemic in Australia, Canada, and New Zealand","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Precarity; Racism; Immigration; Political science; Economic growth; Social protection; Migrant workers; Coronavirus disease 2019 (COVID-19); Medicine; Economics","score_opus":0.41790107623026146,"score_gpt":0.5548034250851896,"score_spread":0.1369023488549282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214843422","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030288145,0.9061091,0.0000031561847,0.06064,0.00022048269,0.0025442531,0.00018760173,0.0000032543644,0.000004035205],"genre_scores_gemma":[0.0050753234,0.9912868,0.000004773097,0.0028450945,0.00025192284,0.00013101539,0.000032635733,0.000017470593,0.00035496047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946257,0.002010388,0.001241738,0.00027254873,0.0012967824,0.0005528384],"domain_scores_gemma":[0.99750215,0.0006258026,0.0011585756,0.000096969074,0.000042598233,0.0005739194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056340327,0.00019198516,0.0009180137,0.0004290017,0.0008160804,0.00005909279,0.00045394554,0.000074904994,0.0002621113],"category_scores_gemma":[0.0001662693,0.00013580441,0.00006769118,0.00021577864,0.00012224766,0.00020606253,0.00074770255,0.0013076927,4.6981484e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002671617,0.00017599756,0.16333187,0.26782233,0.0004591599,0.00004352412,0.011686911,4.700675e-7,0.0000010047314,0.000014935923,0.008248675,0.54794794],"study_design_scores_gemma":[0.0007661296,0.00021667917,0.052178226,0.09164785,0.000015031418,0.00010850916,0.0021333073,1.992525e-7,3.378806e-8,0.00004386173,0.8527617,0.00012848011],"about_ca_topic_score_codex":0.5334501,"about_ca_topic_score_gemma":0.4685607,"teacher_disagreement_score":0.844513,"about_ca_system_score_codex":0.0023925747,"about_ca_system_score_gemma":0.005834318,"threshold_uncertainty_score":0.9998017},"labels":[],"label_agreement":null},{"id":"W4214934055","doi":"10.1111/irj.12361","title":"The link between smoking, drinking and wages: Health, workplace social capital or discrimination?","year":2022,"lang":"en","type":"article","venue":"Industrial Relations Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Earnings; Social capital; Demographic economics; Capital (architecture); Economics; Psychology; Labour economics; Political science; Geography","score_opus":0.1595834638084822,"score_gpt":0.42429036348097926,"score_spread":0.26470689967249705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214934055","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48734233,0.0012486076,0.00031421706,0.49918345,0.004646121,0.0011506173,0.000053501106,0.00010351676,0.005957648],"genre_scores_gemma":[0.9709509,0.00018808797,0.0000305522,0.00029310683,0.009187714,0.00010192126,0.000025400126,0.00002693987,0.01919539],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967353,0.0013231346,0.0007649463,0.00016045035,0.0005233093,0.00049290626],"domain_scores_gemma":[0.9972129,0.0018153299,0.00063620106,0.000102032456,0.00010978026,0.0001237853],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027698684,0.00013599684,0.00022977621,0.00013716161,0.029290376,0.00008618306,0.00020642305,0.00014809823,0.0005575504],"category_scores_gemma":[0.0006350137,0.00009316616,0.00007320299,0.00033414047,0.00010669595,0.00018649138,0.00032411268,0.0032657345,0.000010483108],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014318814,0.000017379158,0.62254494,0.0000064259525,0.0002262323,0.000008657593,0.047804132,0.000034891626,5.529055e-7,0.010158801,0.16488917,0.15416564],"study_design_scores_gemma":[0.0024489167,0.00024595406,0.1479009,0.00010485996,0.00009779386,0.000017799171,0.049185965,0.000012292491,1.866304e-7,0.007878796,0.79192173,0.00018483118],"about_ca_topic_score_codex":0.00011407053,"about_ca_topic_score_gemma":0.00028790868,"teacher_disagreement_score":0.6270325,"about_ca_system_score_codex":0.00059723057,"about_ca_system_score_gemma":0.00078556826,"threshold_uncertainty_score":0.99903375},"labels":[],"label_agreement":null},{"id":"W4220673073","doi":"10.22374/ijmsch.v5isp1.72","title":"Paternal Leave and Fathers’ Mental Health: A Rapid Literature Review","year":2022,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Developmental psychology; Psychiatry","score_opus":0.09660381156419587,"score_gpt":0.45930233624229716,"score_spread":0.36269852467810126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220673073","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28368327,0.17460604,0.000019552077,0.5371648,0.0015352067,0.00065025676,0.00036173756,0.000024577219,0.0019545315],"genre_scores_gemma":[0.6993849,0.24547103,0.00008381533,0.053246375,0.0008511728,0.000036344292,0.000089035304,0.000021485315,0.00081579026],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950449,0.0034067915,0.0007062133,0.00007768756,0.0005228378,0.00024161159],"domain_scores_gemma":[0.99846697,0.00021153275,0.0008656222,0.000071868795,0.00024269459,0.00014129709],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003567661,0.000119892815,0.00040613994,0.00010419923,0.004373916,0.000019835072,0.00031279595,0.000033395194,0.00017700737],"category_scores_gemma":[0.000049763366,0.00010105209,0.00008171273,0.00009293122,0.00006683632,0.00012577325,0.0005315287,0.002007172,0.0000011279875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006775883,0.0006745149,0.052504156,0.001989765,0.0006622305,0.000026703165,0.36282462,2.3114939e-7,0.000017643642,0.0036052577,0.34895217,0.22806512],"study_design_scores_gemma":[0.0049073696,0.0028264546,0.08995177,0.0072851824,0.00003468966,0.00039938785,0.105285496,0.0000067625156,8.035233e-7,0.004728131,0.78427416,0.00029976622],"about_ca_topic_score_codex":0.0017052239,"about_ca_topic_score_gemma":0.00029129005,"teacher_disagreement_score":0.48391846,"about_ca_system_score_codex":0.00043229482,"about_ca_system_score_gemma":0.00033295146,"threshold_uncertainty_score":0.99692225},"labels":[],"label_agreement":null},{"id":"W4220681714","doi":"10.1177/23409444221085587","title":"Do “one-size” employment policies fit all young workers? Heterogeneity in work attribute preferences among the Millennial generation","year":2022,"lang":"en","type":"article","venue":"BRQ Business Research Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Homogeneous; Nationality; Baby boomers; Work (physics); Generation x; Demographic economics; Generation y; Affect (linguistics); Social psychology; Psychology; Marketing; Economics; Business; Political science; Mathematics","score_opus":0.28275392144473654,"score_gpt":0.4616632104418989,"score_spread":0.17890928899716235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220681714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97884077,0.0010494639,0.000026720354,0.016269011,0.000899651,0.0021392568,0.0000705794,0.00008969168,0.0006148787],"genre_scores_gemma":[0.9922564,0.00022818559,0.000022312812,0.00024971407,0.00087051996,0.0034462342,0.0000818976,0.000042717344,0.0028020274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99187285,0.0035736533,0.00077894697,0.0006257771,0.0016869653,0.0014618114],"domain_scores_gemma":[0.99730885,0.0010467813,0.00020314717,0.0006699747,0.0006336584,0.00013760454],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003882476,0.00030019128,0.00043006093,0.00033622715,0.0041886,0.00015106593,0.0008135274,0.00014165706,0.0006595097],"category_scores_gemma":[0.00024488158,0.00022073512,0.00009723364,0.0019913185,0.00033896868,0.00029460277,0.0006417654,0.0014412146,0.00008408646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002559938,0.00024313435,0.93464977,0.00006414621,0.00010517055,0.0000144830665,0.02538788,0.00011140242,0.00017058906,0.0001287302,0.03566951,0.003199196],"study_design_scores_gemma":[0.0008939407,0.00029124235,0.96835697,0.00013671549,0.000016553446,9.27718e-7,0.017401468,0.000030492896,0.000010083323,0.00027390767,0.012336957,0.00025076277],"about_ca_topic_score_codex":0.016823241,"about_ca_topic_score_gemma":0.027778672,"teacher_disagreement_score":0.033707183,"about_ca_system_score_codex":0.00059397076,"about_ca_system_score_gemma":0.00033524312,"threshold_uncertainty_score":0.9971078},"labels":[],"label_agreement":null},{"id":"W4220772574","doi":"10.1177/23780231221082414","title":"Dependency and Hardship in the Gig Economy: The Mental Health Consequences of Platform Work","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Mental health; Precarity; Work (physics); Psychology; Distress; Precarious work; Mental distress; Perspective (graphical); Work engagement; Health psychology; Demographic economics; Social psychology; Business; Clinical psychology; Political science; Medicine; Economics; Psychiatry; Engineering; Public health; Computer science; Nursing","score_opus":0.295634736075487,"score_gpt":0.5291815688311743,"score_spread":0.23354683275568727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220772574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7725123,0.004093797,0.000008952353,0.20867193,0.00019919901,0.0042628916,0.00025370077,0.00004299523,0.009954229],"genre_scores_gemma":[0.99241704,0.00039784866,0.00004399475,0.002149957,0.000057646244,0.002512859,0.000050189254,0.000010121307,0.0023603279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99538356,0.0025966903,0.00048279657,0.00028923937,0.00036713085,0.0008806008],"domain_scores_gemma":[0.9918388,0.007659531,0.00016190794,0.00019731892,0.00007992118,0.00006249222],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011664152,0.00012629275,0.00033066026,0.000101913894,0.0054604546,0.000012301146,0.0005193495,0.000072353716,0.00042722913],"category_scores_gemma":[0.00047656172,0.00006684052,0.0001340737,0.0004303427,0.0015372402,0.000049694816,0.0005755046,0.0018395317,0.000005566442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006518109,0.00027674282,0.39110944,0.0003206776,0.00016917837,0.0000059322256,0.10105801,0.00000550623,0.000018963186,0.41475078,0.086472295,0.0051606637],"study_design_scores_gemma":[0.0010877893,0.00080259744,0.12364777,0.00007344078,0.0000075382186,0.0000012292645,0.24389777,0.00006828363,3.3513376e-7,0.58968544,0.040581267,0.00014656657],"about_ca_topic_score_codex":0.0005016327,"about_ca_topic_score_gemma":0.0019319996,"teacher_disagreement_score":0.26746166,"about_ca_system_score_codex":0.0005917928,"about_ca_system_score_gemma":0.00047091855,"threshold_uncertainty_score":0.9958343},"labels":[],"label_agreement":null},{"id":"W4220942174","doi":"10.1371/journal.pone.0264829","title":"The association of COVID-19 employment shocks with suicide and safety net use: An early-stage investigation","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Health, Labour and Welfare","keywords":"Unemployment; Quarter (Canadian coin); Percentage point; Coronavirus disease 2019 (COVID-19); Demography; Demographic economics; Confounding; Shock (circulatory); Population; Economics; Medicine; Geography; Economic growth; Internal medicine; Finance","score_opus":0.1200732496794781,"score_gpt":0.35450808630967307,"score_spread":0.23443483663019496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220942174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98514986,0.00010201444,0.000016996435,0.013285565,0.00004396715,0.00088852533,0.000120291814,0.0000650975,0.00032767575],"genre_scores_gemma":[0.9818078,0.00021039863,0.000121717094,0.0018825021,0.00006614836,0.0003701661,0.000099760626,0.000022796317,0.015418703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979368,0.0007497353,0.00032446385,0.00017609136,0.00055433944,0.00025857083],"domain_scores_gemma":[0.9982813,0.0009373618,0.0003492844,0.00019814254,0.00011961375,0.000114302085],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010892549,0.000097243304,0.00019629537,0.000042944448,0.002289495,0.000013385279,0.000095393756,0.000045251825,0.000111984475],"category_scores_gemma":[0.00037543295,0.00007111015,0.0000152261255,0.00015752198,0.00006225753,0.00014140479,0.00018048057,0.00031361336,0.000002783146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019209392,0.000117420306,0.9884767,0.00007361028,0.00017073468,7.6223466e-7,0.0075959237,0.000021094007,0.00035637926,0.0019040068,0.001057634,0.00003366082],"study_design_scores_gemma":[0.0012291025,0.00058027817,0.98367304,0.00006437694,0.0001338424,7.388389e-8,0.0044837585,0.00006137239,0.00014200427,0.0005104627,0.00898713,0.00013454926],"about_ca_topic_score_codex":0.0028831956,"about_ca_topic_score_gemma":0.004599807,"teacher_disagreement_score":0.015091026,"about_ca_system_score_codex":0.00043325525,"about_ca_system_score_gemma":0.00017818686,"threshold_uncertainty_score":0.9990094},"labels":[],"label_agreement":null},{"id":"W4220955050","doi":"10.1093/polsoc/puac008","title":"“Provide our basic needs or we go out”: the COVID-19 pandemic lockdown, inequality, and social policy in Ghana","year":2022,"lang":"en","type":"article","venue":"Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pandemic; Economic growth; Social policy; Development economics; Government (linguistics); Basic income; Political science; Welfare; Economics; Coronavirus disease 2019 (COVID-19); Law","score_opus":0.20321982242691872,"score_gpt":0.4798511727439445,"score_spread":0.2766313503170258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220955050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5265591,0.0005779651,0.000022417933,0.47014907,0.00017512524,0.000734217,0.00022464887,0.0001103235,0.0014470932],"genre_scores_gemma":[0.90882057,0.0010727234,0.00001080836,0.07800872,0.0016149161,0.00032012898,0.000016439035,0.000023647604,0.010112072],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748236,0.00090974424,0.00042809866,0.00025941443,0.0002619703,0.0006584164],"domain_scores_gemma":[0.99888355,0.00061221514,0.00016803626,0.00016939298,0.000024855475,0.00014197738],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016477164,0.00020778479,0.0003526065,0.00011346928,0.004298806,0.000021035617,0.00019833128,0.00014930204,0.000060679413],"category_scores_gemma":[0.00040709047,0.00014256935,0.0001155108,0.0005667653,0.00017016195,0.00007777547,0.00095271284,0.0008777232,0.000008899521],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008726296,0.000053163698,0.37269685,0.00040895195,0.000086763524,0.0000018696967,0.44921908,0.0000014416952,0.000014511293,0.03256599,0.142876,0.0019881197],"study_design_scores_gemma":[0.0027657542,0.00011837259,0.060063906,0.00002170723,0.00004556772,0.0000059304757,0.34175763,0.000038568338,6.037477e-7,0.013960901,0.58088624,0.00033479417],"about_ca_topic_score_codex":0.016014729,"about_ca_topic_score_gemma":0.0042221774,"teacher_disagreement_score":0.43801028,"about_ca_system_score_codex":0.0005786106,"about_ca_system_score_gemma":0.0008839128,"threshold_uncertainty_score":0.9969975},"labels":[],"label_agreement":null},{"id":"W4220970631","doi":"10.1920/wp.ifs.2022.1222","title":"Twenty-five years of income inequality in Britain: the role of wages, household earnings and redistribution","year":2022,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Earnings; Economics; Inequality; Demographic economics; Wage; Labour economics; Distribution (mathematics); Redistribution (election); Economic inequality; Population; Recession; Income distribution; Falling (accident); Quarter (Canadian coin); Geography; Demography","score_opus":0.06485054560080585,"score_gpt":0.3815800348799973,"score_spread":0.3167294892791915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220970631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9264052,0.00427836,0.0000041820454,0.00095547235,0.00054668536,0.0012576766,0.0009590223,0.00005861187,0.06553481],"genre_scores_gemma":[0.9910653,0.0030773242,0.000007551794,0.000042362764,0.000114998926,0.00013339787,0.00026912655,0.000024708414,0.005265231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710435,0.0006859781,0.0009921273,0.00026253113,0.00066837046,0.00028666333],"domain_scores_gemma":[0.9977997,0.0006739587,0.00092240516,0.00033298062,0.00023516774,0.000035774887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034012585,0.00016303864,0.0006445831,0.00013514368,0.0002643867,0.0000025432598,0.00018173952,0.00024171584,0.00025117034],"category_scores_gemma":[0.0009054582,0.0001264105,0.000087867156,0.00026821363,0.00013811339,0.000041594692,0.00081962935,0.0010788939,0.0000011777254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040425104,0.00005535281,0.97882915,0.0007409815,0.00008988161,0.0000043788473,0.0038474128,0.0000017166182,0.00001814132,0.0016309129,0.0123541765,0.002387456],"study_design_scores_gemma":[0.00034114404,0.000082824845,0.8451632,0.0003621272,0.00005125102,9.10146e-7,0.0079561835,0.0000017229047,0.0000087257085,0.0012234506,0.14468235,0.00012611407],"about_ca_topic_score_codex":0.030434888,"about_ca_topic_score_gemma":0.0015928524,"teacher_disagreement_score":0.13366596,"about_ca_system_score_codex":0.00029533476,"about_ca_system_score_gemma":0.00046887159,"threshold_uncertainty_score":0.9760215},"labels":[],"label_agreement":null},{"id":"W4221014284","doi":"10.2139/ssrn.4064965","title":"Labor Substitutability among Schooling Groups","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Economics; Labour economics; Demographic economics","score_opus":0.020894088808741974,"score_gpt":0.344715769724608,"score_spread":0.323821680915866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221014284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872524,0.0039782533,0.00029559352,0.004098481,0.0011237724,0.0003335402,0.000009688693,0.00009894629,0.00280932],"genre_scores_gemma":[0.9926088,0.0013307041,0.000012000518,0.0004185998,0.00071916915,0.00010992124,0.0000069735993,0.000027654005,0.004766194],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99522185,0.00071855664,0.00048399228,0.00022881772,0.00041566594,0.0029310938],"domain_scores_gemma":[0.99914074,0.00016930883,0.00025651674,0.00020144111,0.0001297661,0.00010221674],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0044740536,0.00015532125,0.0002425299,0.00011047536,0.0053259684,0.000012290101,0.0003179456,0.000056517587,0.00090053375],"category_scores_gemma":[0.0001937979,0.00013816511,0.00011677071,0.00031622688,0.000061756524,0.00020117611,0.00028179394,0.006432847,0.000066894994],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000775545,0.000053570533,0.8740209,0.000013762236,0.00012081936,0.0000047031363,0.0015257907,0.000035099023,0.00003810975,0.12185949,0.0010294666,0.0012207679],"study_design_scores_gemma":[0.0023750018,0.0005162173,0.41888732,0.000048248676,0.00009885771,0.00006438143,0.07502553,0.00004037418,0.0000068506156,0.44655085,0.055911668,0.00047470754],"about_ca_topic_score_codex":0.0004708227,"about_ca_topic_score_gemma":0.00311047,"teacher_disagreement_score":0.45513353,"about_ca_system_score_codex":0.0025963397,"about_ca_system_score_gemma":0.0023888343,"threshold_uncertainty_score":0.99596894},"labels":[],"label_agreement":null},{"id":"W4221022576","doi":"10.3899/jrheum.220110","title":"Who Are We to Decide That the Unvaccinated Don’t Deserve Care?","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Family medicine","score_opus":0.06424208561492502,"score_gpt":0.3775827956087036,"score_spread":0.3133407099937786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221022576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8712077,0.004864189,0.00006281446,0.12149531,0.001265127,0.00033535543,0.00000936205,0.000015983185,0.0007441239],"genre_scores_gemma":[0.9944754,0.002181729,0.000016146185,0.002207921,0.000027248527,0.000037867012,0.0000010462321,0.000021223226,0.0010313982],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99664795,0.0019617742,0.0005639838,0.00009309298,0.00031169518,0.00042147908],"domain_scores_gemma":[0.99664724,0.001997231,0.0007333775,0.00030630126,0.00023870186,0.00007715772],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014150782,0.00013864653,0.00046458934,0.00011523546,0.0024840343,0.0000052916394,0.00079615775,0.00005659705,0.0010318545],"category_scores_gemma":[0.00020582252,0.00006926238,0.00010650177,0.00025403616,0.000057054083,0.00005459153,0.00071250094,0.00103897,0.0000460566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031278643,0.000017147819,0.7784186,0.000040614217,0.00013290785,0.000007811808,0.02903912,0.00012283245,0.000008765371,0.0008963671,0.19063434,0.0003687199],"study_design_scores_gemma":[0.001962263,0.00054631935,0.22366537,0.0004940409,0.00017408637,0.00078050036,0.4425234,0.000012027925,0.000036358684,0.0031059822,0.32646674,0.00023292795],"about_ca_topic_score_codex":0.00070959516,"about_ca_topic_score_gemma":0.002445147,"teacher_disagreement_score":0.55475324,"about_ca_system_score_codex":0.00017872738,"about_ca_system_score_gemma":0.00014909319,"threshold_uncertainty_score":0.9998813},"labels":[],"label_agreement":null},{"id":"W4221056654","doi":"10.1177/08969205221083503","title":"<i>Capital</i> , Capitalism and Health","year":2022,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Capitalism; Surplus value; Appropriation; Capital (architecture); Value (mathematics); Sociology; Precarity; Prices of production; Means of production; Power (physics); Economics; Politics; Neoclassical economics; Financial capital; Political science; Human capital; Economic growth; Law; Gender studies","score_opus":0.09237398527654521,"score_gpt":0.4702874418705265,"score_spread":0.3779134565939813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221056654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56203485,0.0070408904,0.00006885976,0.41786933,0.0015958482,0.00038255012,0.000068121735,0.00015002413,0.010789526],"genre_scores_gemma":[0.96300423,0.0001180254,0.00005169348,0.035174064,0.0002523281,0.00026850568,0.000020176785,0.000012809176,0.0010981575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99810904,0.00077344256,0.00025623947,0.00021811196,0.000096932985,0.00054624665],"domain_scores_gemma":[0.99891454,0.0007869256,0.00003624905,0.0001041342,0.000036595073,0.00012154033],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072769995,0.000087786095,0.0002545754,0.000027207223,0.002965772,0.0000017245193,0.00008220076,0.00007048246,0.0021239393],"category_scores_gemma":[0.0001759739,0.000080792975,0.00003434852,0.00003549348,0.0005076881,0.00002718545,0.00045565353,0.00061469723,0.000074872936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008471945,0.000042645763,0.051640816,0.00007976332,0.000016707745,0.0000067657083,0.022871252,7.607204e-8,0.000022673032,0.7685432,0.15630883,0.000458832],"study_design_scores_gemma":[0.0009928854,0.00079535274,0.1695223,0.000015920323,0.000021054979,0.000009403486,0.06241553,0.00000955769,7.472308e-7,0.42462984,0.34131703,0.0002703752],"about_ca_topic_score_codex":0.0002470758,"about_ca_topic_score_gemma":0.000022672248,"teacher_disagreement_score":0.4009694,"about_ca_system_score_codex":0.00012334068,"about_ca_system_score_gemma":0.00009533013,"threshold_uncertainty_score":0.99878824},"labels":[],"label_agreement":null},{"id":"W4221067523","doi":"10.1177/23780231221088438","title":"The Age of Satisficing? Juggling Work, Education, and Competing Priorities during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Greater Texas Foundation","keywords":"Leverage (statistics); Satisficing; Pandemic; Quarter (Canadian coin); Postsecondary education; Higher education; Work (physics); Coronavirus disease 2019 (COVID-19); Demographic economics; Sociology; Psychology; Political science; Public relations; Economic growth; Economics; Infectious disease (medical specialty); Geography; Medicine; Disease","score_opus":0.23569915810870734,"score_gpt":0.5321173561041203,"score_spread":0.2964181979954129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221067523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96674013,0.005238555,0.000040580166,0.023640584,0.00030910346,0.0019770954,0.00005728023,0.00010970127,0.0018869885],"genre_scores_gemma":[0.9807963,0.0007564799,0.00008711474,0.0008739298,0.00017370198,0.0022638054,0.000026877176,0.000018783086,0.015003021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951272,0.0027854363,0.000488571,0.00029203162,0.00048996473,0.0008168168],"domain_scores_gemma":[0.9731691,0.026113497,0.00017535506,0.0002269103,0.000222707,0.00009245694],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008879497,0.00013213209,0.0002755274,0.00008783735,0.016989259,0.000021919848,0.00040332146,0.0000760738,0.00013716039],"category_scores_gemma":[0.0051827203,0.00007620953,0.00013378906,0.00041480735,0.0015097216,0.000028815117,0.001019052,0.0017763926,0.000002303169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021451434,0.00005540495,0.9241014,0.00038899775,0.000103801176,0.0000017302484,0.030180225,0.000022659953,0.00012884762,0.034402158,0.0086858235,0.0017144082],"study_design_scores_gemma":[0.0011050324,0.00022426723,0.3654229,0.00012941063,0.000032966833,0.000002471391,0.31827217,0.00011439877,3.9718125e-7,0.12809639,0.18634635,0.00025323554],"about_ca_topic_score_codex":0.00031628212,"about_ca_topic_score_gemma":0.0010983669,"teacher_disagreement_score":0.5586785,"about_ca_system_score_codex":0.00086332,"about_ca_system_score_gemma":0.0005936427,"threshold_uncertainty_score":0.9842905},"labels":[],"label_agreement":null},{"id":"W4221154660","doi":"","title":"Meslekler Arası Ekip İş Birliğinin Değerlendirilmesi Ölçeğinin Türkçeye Uyarlanması: Geçerlilik ve Güvenilirlik Çalışması (T-AITCS-II)","year":2021,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Political science; Business","score_opus":0.03673378868807153,"score_gpt":0.3201519944524008,"score_spread":0.28341820576432925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221154660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56980497,0.0018636365,0.0009156373,0.010912662,0.0038721638,0.0012325991,0.00019234804,0.0010840155,0.410122],"genre_scores_gemma":[0.59928554,0.0013501691,0.0013555145,0.0025312216,0.00087857625,0.00003063059,0.00033785193,0.00016971002,0.3940608],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994351,0.0011104364,0.00085625605,0.0012667231,0.0007477413,0.0016678043],"domain_scores_gemma":[0.9961139,0.0008812446,0.00047251722,0.001132223,0.0008736829,0.00052645284],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006027324,0.0007101787,0.001027078,0.00060446304,0.0034283088,0.000043011707,0.0007631496,0.00060426083,0.0035022106],"category_scores_gemma":[0.00035175556,0.00077485695,0.00044204123,0.0017300051,0.00032479104,0.0005425889,0.0012619813,0.0012640763,0.001007861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008988088,0.00081613334,0.12312825,0.00054329465,0.00121499,0.0034032937,0.02332018,0.000026330952,0.0010838014,0.09370968,0.7500471,0.0018081253],"study_design_scores_gemma":[0.0030043852,0.00018566826,0.01728777,0.00028207272,0.00027489316,0.000011289841,0.023619046,0.000035482455,0.00030539956,0.0011094423,0.95299643,0.0008881121],"about_ca_topic_score_codex":0.00039411004,"about_ca_topic_score_gemma":0.0021199975,"teacher_disagreement_score":0.20294933,"about_ca_system_score_codex":0.0009414127,"about_ca_system_score_gemma":0.0010882525,"threshold_uncertainty_score":0.99977},"labels":[],"label_agreement":null},{"id":"W4223625048","doi":"10.1016/j.ssmqr.2022.100080","title":"How does social class shape women's alcohol stockpiling during COVID-19?: A qualitative study in South Australia during the 2020 lockdown","year":2022,"lang":"en","type":"article","venue":"SSM - Qualitative Research in Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Class (philosophy); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Social class; Virology; Sociology; Medicine; Political science; Computer science; Artificial intelligence; Social science; Outbreak; Pathology","score_opus":0.4913141228285304,"score_gpt":0.6486576348736904,"score_spread":0.15734351204516006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223625048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91564417,0.0002453679,0.000005052933,0.076336205,0.00030916298,0.0067979447,0.00043770234,0.00010038822,0.00012399077],"genre_scores_gemma":[0.98133886,0.00006026921,0.000023073982,0.0006831228,0.00043769454,0.010564535,0.00002854642,0.00007728833,0.0067866347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.90497553,0.08536787,0.0018594279,0.0012970634,0.0028360311,0.0036640996],"domain_scores_gemma":[0.9865125,0.011232108,0.00072056794,0.0005291502,0.0003890221,0.0006166493],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.057442497,0.00048252626,0.0011110404,0.001090416,0.012881677,0.00008449063,0.0008838922,0.00014615229,0.0007530171],"category_scores_gemma":[0.0041578338,0.00035689323,0.00013572029,0.003241125,0.0007507585,0.00031704686,0.0018518198,0.0060462374,0.000040413535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012637681,0.000496193,0.05937146,0.0022255194,0.00013356788,0.00009100933,0.9323188,0.000043334858,0.000041568735,0.0031630327,0.0007993195,0.000052408443],"study_design_scores_gemma":[0.0047003957,0.00083308306,0.06672387,0.00015383962,0.000003701605,6.1043744e-7,0.9179824,0.000023940505,0.0000016704689,0.008248898,0.0009814628,0.00034614647],"about_ca_topic_score_codex":0.010237813,"about_ca_topic_score_gemma":0.010118567,"teacher_disagreement_score":0.08153699,"about_ca_system_score_codex":0.010208567,"about_ca_system_score_gemma":0.002472411,"threshold_uncertainty_score":0.9998883},"labels":[],"label_agreement":null},{"id":"W4224247196","doi":"10.1117/12.2628087","title":"Cross-sectional study of association between social support, job strain and cardiovascular disease","year":2022,"lang":"en","type":"article","venue":"International Conference on Statistics, Applied Mathematics, and Computing Science (CSAMCS 2021)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Job strain; Confounding; Job control; Social support; Confidence interval; Cross-sectional study; Association (psychology); Disease; Demography; Population; Gerontology; Medicine; Psychology; Environmental health; Work (physics); Internal medicine; Psychiatry; Social psychology; Pathology; Engineering","score_opus":0.09613245849792332,"score_gpt":0.4073260313321246,"score_spread":0.31119357283420124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224247196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97709876,0.000012777988,0.011627621,0.00029094538,0.00079655583,0.00076156255,0.001525891,0.00004039794,0.007845468],"genre_scores_gemma":[0.9977971,0.000012133563,0.0013600782,0.00006194617,0.00026204137,0.000055744546,0.000063226245,0.000012656909,0.00037512227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693215,0.00009128224,0.00065862946,0.00047222123,0.0015282979,0.00031744153],"domain_scores_gemma":[0.998177,0.00059786596,0.00045674515,0.00016076848,0.00050583074,0.00010179692],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026070098,0.0001638205,0.0003534467,0.00017883378,0.0021112955,0.00009672261,0.00032898807,0.000038414615,0.0004612252],"category_scores_gemma":[0.00032003422,0.00016768652,0.000043954555,0.00015156454,0.00029075498,0.000072999246,0.0006062502,0.00036988652,0.00000814235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038333,0.0002614092,0.6698942,0.00011419849,0.00039327808,0.000004186437,0.013158987,0.000124798,0.000050129816,0.30878028,0.0003736263,0.0068065496],"study_design_scores_gemma":[0.0013301792,0.00019057622,0.9285544,0.0000278386,0.00010489636,5.7098447e-7,0.019643042,0.005054753,0.0000023525604,0.044586957,0.00024826213,0.00025616403],"about_ca_topic_score_codex":0.00011881804,"about_ca_topic_score_gemma":0.000015935051,"teacher_disagreement_score":0.26419333,"about_ca_system_score_codex":0.00021390157,"about_ca_system_score_gemma":0.0002632101,"threshold_uncertainty_score":0.9991878},"labels":[],"label_agreement":null},{"id":"W4224254777","doi":"10.3390/laws11030036","title":"Band-Aid on a Bullet Wound—Canada’s Open Work Permit for Vulnerable Workers Policy","year":2022,"lang":"en","type":"article","venue":"Laws","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Work (physics); Government (linguistics); Business; Immigration; Public relations; Political science; Law","score_opus":0.07558259642946802,"score_gpt":0.40985213860413217,"score_spread":0.33426954217466415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224254777","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10353681,0.00043699334,0.000023865578,0.29949206,0.0033814495,0.0057195583,0.0006358559,0.00018515335,0.58658826],"genre_scores_gemma":[0.5677978,0.000020577148,0.00013290993,0.026740434,0.0009322621,0.0039139627,0.00011783127,0.000062606625,0.40028164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981296,0.00034965354,0.00029674848,0.00030446047,0.00027410075,0.0006454032],"domain_scores_gemma":[0.9987779,0.00062129454,0.00012153889,0.00032056822,0.000049356975,0.00010931536],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006286097,0.00016207293,0.0002925667,0.000058020647,0.0049156384,0.000023738341,0.0004810646,0.000052416202,0.003155433],"category_scores_gemma":[0.00015794659,0.00014393673,0.000061620005,0.000280196,0.000025098634,0.000049511553,0.0005157833,0.00058268476,0.000049540315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003783335,0.000055106724,0.02760597,0.000035020697,0.00005607467,0.0000047618146,0.0013151147,0.00004214757,0.0000020670097,0.013026525,0.95673645,0.0007424535],"study_design_scores_gemma":[0.0014237756,0.00015504065,0.0034881989,0.00005837562,0.000014717076,2.9462998e-7,0.0036147514,0.000002127157,0.0000035740836,0.0015681356,0.98949623,0.0001747621],"about_ca_topic_score_codex":0.2997662,"about_ca_topic_score_gemma":0.2616099,"teacher_disagreement_score":0.46426097,"about_ca_system_score_codex":0.00063896633,"about_ca_system_score_gemma":0.0012778076,"threshold_uncertainty_score":0.9977558},"labels":[],"label_agreement":null},{"id":"W4224282532","doi":"10.1017/s0950268822000711","title":"The impact of alcohol control policy on pneumonia mortality in Lithuania: an interrupted time-series analysis","year":2022,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University of Waterloo; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Pneumonia; Medicine; Alcohol consumption; Demography; Mortality rate; Alcohol; Interrupted Time Series Analysis; Environmental health; Interrupted time series; Internal medicine; Psychiatry; Biology","score_opus":0.08406267030991793,"score_gpt":0.4808922845323255,"score_spread":0.3968296142224076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224282532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422777,0.00011633703,0.000041162675,0.0031023363,0.00017192145,0.00030180617,0.000038022823,0.000031541138,0.0019691307],"genre_scores_gemma":[0.9986313,0.0002396866,0.0000017888048,0.0004663803,0.00009210304,0.00017479657,0.00003193184,0.0000055581927,0.0003564762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948103,0.004110601,0.0005482074,0.00019054314,0.00004951632,0.00029082602],"domain_scores_gemma":[0.99766976,0.0017335902,0.0003127856,0.00019666666,0.000044659602,0.000042525236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003635272,0.000110668014,0.00049258396,0.00023679016,0.001120542,0.0000014830332,0.000058033864,0.00009086608,0.00018326029],"category_scores_gemma":[0.0013266722,0.00007017893,0.00013761735,0.00045310668,0.00014740886,0.00008277404,0.00007910888,0.00046912083,0.0000060565517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000257025,0.000056237175,0.9934518,0.00000592599,0.0005027044,3.738024e-7,0.0006475197,0.0011106017,0.00007211215,0.0028407658,0.0005961126,0.00045883434],"study_design_scores_gemma":[0.0004220745,0.0008213113,0.99218273,0.000005724855,0.00007971452,6.482419e-7,0.00016578,0.001051836,0.0000011327418,0.004566381,0.0006446916,0.00005796904],"about_ca_topic_score_codex":0.027041035,"about_ca_topic_score_gemma":0.0039011287,"teacher_disagreement_score":0.023139905,"about_ca_system_score_codex":0.00016784685,"about_ca_system_score_gemma":0.00006909852,"threshold_uncertainty_score":0.979438},"labels":[],"label_agreement":null},{"id":"W4224861763","doi":"10.1057/s41285-022-00178-4","title":"COVID-19 amongst western democracies: A welfare state analysis","year":2022,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Welfare state; Pandemic; Development economics; Welfare; Political science; Demographic economics; Political economy; Neoliberalism (international relations); Politics; Economics; Economic growth; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Law","score_opus":0.06764025501320778,"score_gpt":0.44786764285653013,"score_spread":0.38022738784332233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224861763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48839208,0.0018755656,0.0018401874,0.4849351,0.0020360588,0.0031883633,0.002044651,0.0011795139,0.014508475],"genre_scores_gemma":[0.93805945,0.00014931898,0.00001317357,0.04294401,0.00036164102,0.000623947,0.00020104724,0.000049233666,0.017598178],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.991771,0.0052951733,0.0007923588,0.0004815351,0.0005762122,0.0010837668],"domain_scores_gemma":[0.99779385,0.00066481374,0.00061867357,0.00031638463,0.000093662726,0.0005126267],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004606331,0.000255237,0.0007578202,0.00031747052,0.018102461,0.000014009253,0.00036159318,0.000079477155,0.00587257],"category_scores_gemma":[0.00027848594,0.00024776955,0.0003127832,0.0014107671,0.0001908436,0.000087598484,0.0006134287,0.0009573342,0.00009099909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006363413,0.0002563263,0.50518185,0.0007054012,0.0016608612,0.000027901491,0.29997015,0.00012263666,0.0000025090005,0.12950203,0.055148855,0.006785169],"study_design_scores_gemma":[0.0012892275,0.00023994235,0.15061393,0.000010925392,0.00027128507,6.3955594e-7,0.14569676,0.00000814667,1.4725603e-7,0.052763518,0.6487034,0.00040208426],"about_ca_topic_score_codex":0.0038141783,"about_ca_topic_score_gemma":0.0055551915,"teacher_disagreement_score":0.5935545,"about_ca_system_score_codex":0.0017511512,"about_ca_system_score_gemma":0.0014362955,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W4225273749","doi":"10.1177/0143831x221088301","title":"Automation and the future of work: An intersectional study of the role of human capital, income, gender and visible minority status","year":2022,"lang":"en","type":"article","venue":"Economic and Industrial Democracy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Global Affairs Canada; Memorial University of Newfoundland; University of Toronto; York University; Saint Mary's University","funders":"Memorial University of Newfoundland; Atlantic Canada Opportunities Agency; Mitacs; Petroleum Research Newfoundland and Labrador","keywords":"Human capital; Intersectionality; Mediation; Census; Population; Demographic economics; Work (physics); Labour economics; Political science; Sociology; Economics; Business; Public economics; Economic growth; Gender studies; Social science; Engineering","score_opus":0.04248291550090212,"score_gpt":0.3302990371627445,"score_spread":0.2878161216618424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225273749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728185,0.0004024349,1.9336471e-7,0.00045521298,0.00045012735,0.000654252,0.000043605953,0.0000059300432,0.00070637744],"genre_scores_gemma":[0.9995281,0.000043364536,0.0000021901726,0.000029702014,0.00024107397,0.000034338544,0.00000522521,0.0000048275647,0.000111188725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988009,0.00046314625,0.00041806736,0.00013019577,0.00007388421,0.000113831185],"domain_scores_gemma":[0.99927914,0.00016866274,0.00036890668,0.00012923166,0.000025336432,0.000028717586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057226623,0.00007766874,0.00024026612,0.000050877818,0.0009148026,0.000004843155,0.00007970242,0.000055791992,0.00014211211],"category_scores_gemma":[0.000016786567,0.00005079631,0.00002498457,0.00005681816,0.00014557502,0.00010626822,0.0003402472,0.00029698198,1.7294883e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022708843,0.00007252764,0.9752811,0.000015091491,0.00008218173,3.4902076e-8,0.016104553,0.000009220948,0.000017243508,0.005416698,0.00073046185,0.002043767],"study_design_scores_gemma":[0.0036608842,0.00029083542,0.89108735,0.000010666489,0.000051949693,4.0116328e-7,0.098675825,0.00005587888,0.000009201803,0.0053781196,0.0007240246,0.00005486847],"about_ca_topic_score_codex":0.0014980482,"about_ca_topic_score_gemma":0.0003338814,"teacher_disagreement_score":0.08419379,"about_ca_system_score_codex":0.000043453474,"about_ca_system_score_gemma":0.000058664402,"threshold_uncertainty_score":0.7036015},"labels":[],"label_agreement":null},{"id":"W4225327800","doi":"10.5465/amd.2020.0109","title":"Jack of All Trades, Master of None? Exploring Factors That Influence Responses to White-Collar Professionals with Multiple Jobs","year":2022,"lang":"en","type":"article","venue":"Academy of Management Discoveries","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; University of Manitoba","funders":"","keywords":"Collar; White (mutation); Psychology; Business; Biology; Genetics; Finance","score_opus":0.15959411173304022,"score_gpt":0.3840925593280132,"score_spread":0.224498447594973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225327800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99054337,0.00016561733,0.000032440956,0.0062238406,0.00013341653,0.0016387579,0.00023552706,0.000034763503,0.0009922421],"genre_scores_gemma":[0.9921161,0.00019641101,0.00034884614,0.0007454505,0.000014680181,0.00082963426,0.000015812884,0.00003345956,0.0056996313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725544,0.0003855842,0.00072671997,0.00033905546,0.0008605322,0.00043264806],"domain_scores_gemma":[0.998559,0.0005202211,0.00056992937,0.00023698325,0.000045719786,0.00006817544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057550485,0.00025187366,0.00054595777,0.0002921063,0.00047177862,0.000004722284,0.00044229647,0.00005876132,0.00027319265],"category_scores_gemma":[0.00007544661,0.00019346246,0.000084667765,0.00039234568,0.00016759802,0.00049225125,0.0011890965,0.00033453354,0.0000033506367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013488103,0.00014165265,0.9665129,0.0010866246,0.00031103665,0.000002216713,0.023384577,0.0002217668,0.00039553794,0.002861459,0.003631258,0.00010213552],"study_design_scores_gemma":[0.00086415187,0.00029195411,0.8786163,0.0005642859,0.00009173981,1.2778936e-7,0.08191156,0.0000012865988,0.0022792409,0.00017763919,0.03499279,0.00020892578],"about_ca_topic_score_codex":0.00013293095,"about_ca_topic_score_gemma":0.000042639615,"teacher_disagreement_score":0.08789662,"about_ca_system_score_codex":0.00006834262,"about_ca_system_score_gemma":0.000040577714,"threshold_uncertainty_score":0.788917},"labels":[],"label_agreement":null},{"id":"W4225539692","doi":"10.1093/sp/jxac006","title":"“I Was Facilitating Everybody Else’s Life. And Mine Had Just Ground to a Halt”: The COVID-19 Pandemic and its Impact on Women in the United Kingdom","year":2022,"lang":"en","type":"article","venue":"Social Politics International Studies in Gender State & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Government (linguistics); Coronavirus disease 2019 (COVID-19); Normative; Representation (politics); Inequality; Work (physics); Theme (computing); Mental health; Political science; 2019-20 coronavirus outbreak; Sociology; Gender studies; Economic growth; Psychology; Medicine; Law; Politics; Psychiatry; Economics; Engineering; Virology","score_opus":0.34233424805588647,"score_gpt":0.523062890019485,"score_spread":0.18072864196359856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225539692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735237,0.0009495971,0.00000817891,0.023161897,0.0004995832,0.0007529709,0.000503208,0.000030880186,0.0005699939],"genre_scores_gemma":[0.97309035,0.0011117322,0.000009157908,0.0241791,0.0003012242,0.0006680697,0.000033912638,0.000018185749,0.0005882864],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99697113,0.0008795876,0.00049917435,0.00031978224,0.00058012764,0.0007501977],"domain_scores_gemma":[0.9963886,0.0030717968,0.00016401258,0.000101159916,0.00015486158,0.00011952844],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026634373,0.00023394036,0.0003195535,0.00009777484,0.0033594426,0.00002794753,0.00029379563,0.000057819347,0.00003935118],"category_scores_gemma":[0.0011937795,0.00015641324,0.00009092498,0.0003694334,0.00027695898,0.000064198946,0.00090413634,0.00086769514,0.0000025213167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073587755,0.00006369813,0.17495713,0.000095657364,0.00045558866,0.0000046996306,0.79077965,0.0002124411,0.0000034769882,0.011721993,0.021570504,0.00006157418],"study_design_scores_gemma":[0.001368125,0.0001218959,0.16453052,0.000018624312,0.00001807159,0.0000022154297,0.7897406,0.00014290036,6.930154e-8,0.01658521,0.027278973,0.00019278452],"about_ca_topic_score_codex":0.0033819673,"about_ca_topic_score_gemma":0.0008846606,"teacher_disagreement_score":0.010426599,"about_ca_system_score_codex":0.0031563567,"about_ca_system_score_gemma":0.00022635274,"threshold_uncertainty_score":0.99793804},"labels":[],"label_agreement":null},{"id":"W4226062922","doi":"10.4000/rdctss.2680","title":"Unemployment in the days of Covid: will the Canadian unemployment insurance program survive the pandemic?","year":2021,"lang":"fr","type":"article","venue":"Revue de droit comparé du travail et de la sécurité sociale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Unemployment; Austerity; Context (archaeology); Labour economics; Economics; Wage; Coronavirus disease 2019 (COVID-19); Business; Social security; Demographic economics; Economic growth; Political science; Medicine","score_opus":0.03501852925649117,"score_gpt":0.34919254762056684,"score_spread":0.31417401836407566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226062922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7279072,0.031347387,0.000031492164,0.21107388,0.0012902819,0.003641961,0.00070580374,0.000101549056,0.023900451],"genre_scores_gemma":[0.972314,0.012669448,0.00007120391,0.008511568,0.0008486749,0.0010288497,0.000091537106,0.00007829641,0.004386414],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.986798,0.009313077,0.0011820307,0.0005500701,0.00060883455,0.0015480269],"domain_scores_gemma":[0.99254113,0.0053482745,0.0005301464,0.0008570318,0.00042234943,0.00030105683],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007994185,0.00048015272,0.00089472136,0.00009287844,0.0021472743,0.00015748771,0.0011405319,0.0005921947,0.00029057206],"category_scores_gemma":[0.00071355846,0.00035471297,0.0003619354,0.0010997762,0.0016154795,0.00014009209,0.00023753785,0.002421969,0.00003028113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043429558,0.00080971717,0.6840719,0.00062403653,0.00031350288,0.00014433022,0.095751464,0.00017424206,0.000010122532,0.1824055,0.026614083,0.009037682],"study_design_scores_gemma":[0.0011562656,0.000107547734,0.41997555,0.0006888573,0.00017423171,0.000054872813,0.017237693,0.00013504257,0.000009652196,0.011064465,0.5490631,0.00033276607],"about_ca_topic_score_codex":0.24104357,"about_ca_topic_score_gemma":0.8714694,"teacher_disagreement_score":0.6304258,"about_ca_system_score_codex":0.0013325885,"about_ca_system_score_gemma":0.004746048,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W4226150631","doi":"10.3897/popecon.6.e78235","title":"Long-term dynamics of informal employment and its relationship with the poverty of the Russian population against the backdrop of the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Population and Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Research University Higher School of Economics","keywords":"Casual; Informal sector; Poverty; Vocational education; Labour economics; Wage; Population; Demographic economics; Economics; Quarter (Canadian coin); Work (physics); Business; Economic growth; Political science; Sociology; Geography","score_opus":0.06821250825290748,"score_gpt":0.3413514102405566,"score_spread":0.2731389019876491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226150631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862804,0.000098678924,0.000018543928,0.012147986,0.00017457781,0.0007648022,0.00009705258,0.000008708222,0.00040926464],"genre_scores_gemma":[0.99812615,0.00010118387,0.0000039740976,0.0012498839,0.000022852522,0.000040483865,0.000067763714,0.000009868716,0.000377846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889725,0.00026274857,0.00048789632,0.00010716891,0.000114474635,0.00013045671],"domain_scores_gemma":[0.9987017,0.0002853988,0.00071315066,0.00024575478,0.000023631177,0.000030392248],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006054376,0.00009872137,0.00016980512,0.000037386395,0.0015201905,0.0000060872985,0.00016235143,0.00004932467,0.000026654021],"category_scores_gemma":[0.000064632295,0.00004638682,0.00004927762,0.00012455664,0.00008819281,0.000104800136,0.00028978556,0.00024496033,2.829847e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056001598,0.000010352018,0.9599973,0.00006464647,0.00002440512,1.3839395e-8,0.0030459852,0.0027200838,0.000001046484,0.03374493,0.000051669293,0.00028354398],"study_design_scores_gemma":[0.00047745896,0.000029218636,0.9938019,0.000021115495,0.000041399922,0.0000014495306,0.001415579,0.0028604371,7.527026e-7,0.0009581237,0.00033416194,0.000058417045],"about_ca_topic_score_codex":0.0006268803,"about_ca_topic_score_gemma":0.007937634,"teacher_disagreement_score":0.033804566,"about_ca_system_score_codex":0.00015503928,"about_ca_system_score_gemma":0.000069321184,"threshold_uncertainty_score":0.9997797},"labels":[],"label_agreement":null},{"id":"W4226310994","doi":"10.4236/jhrss.2022.101011","title":"The “Great Resignation”: Causes, Consequences, and Creative HR Management Strategies","year":2022,"lang":"en","type":"article","venue":"Journal of Human Resource and Sustainability Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West; University of Winnipeg","funders":"","keywords":"Pandemic; Human resource management; Public relations; Human resources; Coronavirus disease 2019 (COVID-19); Political science; Business; Management; Economics; Medicine; Law","score_opus":0.05499849786901463,"score_gpt":0.41668307870890764,"score_spread":0.361684580839893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226310994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9207603,0.03187923,0.000007245649,0.038165912,0.00012418964,0.0009006984,0.000007746335,0.00002405978,0.008130657],"genre_scores_gemma":[0.98185956,0.0034693414,0.000011819841,0.00028960823,0.00010491466,0.000120347475,9.954673e-7,0.000009649444,0.01413373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974566,0.0010461686,0.0006224985,0.00017686824,0.0003775305,0.0003203423],"domain_scores_gemma":[0.99769145,0.0010011407,0.0004355508,0.00014973913,0.0006662621,0.000055827157],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024460058,0.00015415162,0.00036537458,0.00011686869,0.008583888,0.000041359966,0.0001514201,0.000027219103,0.000033501266],"category_scores_gemma":[0.0003329194,0.00009437898,0.000057971603,0.00013066403,0.0011778894,0.00012614952,0.00060975633,0.00049210165,1.804336e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096905325,0.00016137322,0.29048893,0.0018020909,0.0026430031,0.0003761215,0.20976557,0.00008314301,0.0000132355035,0.327601,0.16021897,0.005877521],"study_design_scores_gemma":[0.0005503358,0.0004590014,0.047380503,0.000043096123,0.00009530867,0.0000074783807,0.7056957,5.3402584e-7,7.77242e-7,0.08261502,0.16307032,0.000081947794],"about_ca_topic_score_codex":0.00010889133,"about_ca_topic_score_gemma":0.0002567636,"teacher_disagreement_score":0.4959301,"about_ca_system_score_codex":0.00040413998,"about_ca_system_score_gemma":0.00014120803,"threshold_uncertainty_score":0.9927068},"labels":[],"label_agreement":null},{"id":"W4229377744","doi":"10.1108/ebhrm-08-2021-0179","title":"Demographic diversity, perceived workplace discrimination and workers' well-being: context matters","year":2022,"lang":"en","type":"article","venue":"Evidence-based HRM a Global Forum for Empirical Scholarship","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; École Nationale d'Administration Publique","funders":"","keywords":"Context (archaeology); Residence; Originality; Immigration; Psychology; Diversity (politics); Social psychology; Perception; Affect (linguistics); Complaint; Public sector; Demographic economics; Sociology; Political science; Geography; Demography","score_opus":0.10644861542705246,"score_gpt":0.40407156649647136,"score_spread":0.2976229510694189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229377744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79012805,0.001684567,0.0005327273,0.20373018,0.0008741127,0.0019890894,0.00009706962,0.0002252297,0.0007389655],"genre_scores_gemma":[0.9620502,0.000069423586,0.00019177495,0.035891913,0.00012781046,0.00059615046,0.00006593432,0.000030066216,0.0009767395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99550045,0.0011710987,0.00057928805,0.00075658155,0.00086111913,0.0011314449],"domain_scores_gemma":[0.9967507,0.0020329542,0.0002822627,0.00034282086,0.0002268994,0.00036435138],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019003125,0.00038032077,0.00047394956,0.00017524621,0.00793529,0.00008060807,0.0005862718,0.00020343774,0.00047777026],"category_scores_gemma":[0.0007803144,0.00035497107,0.00030714864,0.00081750343,0.00024032734,0.0007072854,0.0016283676,0.0009454925,0.000052075764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011204169,0.000096264324,0.9252357,0.00017654395,0.000069461115,0.0000082219085,0.0012468775,0.000017712817,0.000008452246,0.0023430292,0.06765184,0.002025514],"study_design_scores_gemma":[0.0024403904,0.00062630215,0.9179352,0.00080678833,0.00022665874,0.0000026277758,0.01229311,0.000099582045,0.0000027147687,0.016442189,0.04861654,0.00050788245],"about_ca_topic_score_codex":0.0005050572,"about_ca_topic_score_gemma":0.00091934396,"teacher_disagreement_score":0.17192213,"about_ca_system_score_codex":0.00093462097,"about_ca_system_score_gemma":0.0002086701,"threshold_uncertainty_score":0.9998902},"labels":[],"label_agreement":null},{"id":"W4229719906","doi":"10.21083/ruralreview.v1i1.5991","title":"Precarious Employment in Rural Ontario","year":2017,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Presentation (obstetrics); Economic growth; Political science; Rural community; Rural area; Sociology; Socioeconomics; Medicine; Economics","score_opus":0.07458298283769159,"score_gpt":0.41663171363315626,"score_spread":0.34204873079546466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229719906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95308137,0.014261848,0.0000015571901,0.009306458,0.00067251455,0.0015749579,0.0000048615625,0.000087076485,0.021009367],"genre_scores_gemma":[0.84360987,0.008425166,0.0004487938,0.0065388344,0.0006277396,0.0007393571,0.00022804768,0.00007327888,0.13930893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676496,0.0001519127,0.0011642915,0.00033025665,0.00040940114,0.0011791863],"domain_scores_gemma":[0.9983937,0.00012577393,0.0005842882,0.0005310998,0.00008991039,0.00027521307],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008046665,0.00054335996,0.0009979368,0.00019727083,0.0027070558,0.00009186255,0.00051064626,0.00019249556,0.0004552986],"category_scores_gemma":[0.00017188999,0.00042606858,0.000117612544,0.00010953254,0.000116889336,0.00044711254,0.0005247363,0.0009978662,0.00022297115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005641485,0.000029134244,0.92853916,0.00047776516,0.000084422594,0.000023300325,0.03463979,3.6176226e-7,0.0000069492994,0.00088951684,0.011889385,0.023363795],"study_design_scores_gemma":[0.0007726571,0.00004204015,0.62571335,0.008778477,0.000032617845,0.0000045891907,0.00041932095,2.9345415e-7,0.000003632782,0.0002304496,0.36365297,0.00034962295],"about_ca_topic_score_codex":0.6866629,"about_ca_topic_score_gemma":0.8788322,"teacher_disagreement_score":0.35176358,"about_ca_system_score_codex":0.002630064,"about_ca_system_score_gemma":0.0019493338,"threshold_uncertainty_score":0.9998191},"labels":[],"label_agreement":null},{"id":"W4229866211","doi":"10.1332/policypress/9781529208672.003.0006","title":"Non-Citizenship at Work: Labour Flexibility Behind the Counter in Western Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Precarity; Austerity; Flexibility (engineering); Labour market flexibility; Precarious work; Immigration; Vulnerability (computing); Political science; Wage; Labour economics; Politics; Work (physics); Development economics; Political economy; Sociology; Economic growth; Economics; Law; Engineering; Unemployment","score_opus":0.1273455490620788,"score_gpt":0.3817886294799715,"score_spread":0.2544430804178927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229866211","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058210613,0.00046141914,7.654608e-7,0.010395672,0.00066254457,0.0018653359,0.0006697976,0.00008024191,0.9800432],"genre_scores_gemma":[0.11317749,0.000053610187,0.0000019803697,0.012175324,0.0017127324,0.0002663071,0.00003606417,0.00011229236,0.8724642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968666,0.00020816759,0.0008800673,0.0006262406,0.00055535085,0.0008635971],"domain_scores_gemma":[0.99777526,0.0006170769,0.000428486,0.0008223422,0.00013980326,0.00021705008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004044327,0.0005801808,0.00078660506,0.00008143789,0.00064428896,0.000022889168,0.0006065734,0.0004640478,0.00016859353],"category_scores_gemma":[0.00008641507,0.00042337412,0.00013607218,0.000014367607,0.00021696369,0.000020456302,0.0012290949,0.0017459126,0.000103770406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070086523,0.000016169512,0.111371726,0.0018538998,0.000715634,0.00017468182,0.028203988,0.0000042086795,0.000003941566,0.19047682,0.66522205,0.0012560051],"study_design_scores_gemma":[0.0006914924,0.000023370372,0.019609049,0.0007005992,0.00006149847,8.753954e-7,0.00006249722,0.0000012010117,0.0000065475538,0.0071737384,0.9712174,0.00045172632],"about_ca_topic_score_codex":0.6696864,"about_ca_topic_score_gemma":0.9092606,"teacher_disagreement_score":0.30599535,"about_ca_system_score_codex":0.0011058126,"about_ca_system_score_gemma":0.0012117156,"threshold_uncertainty_score":0.9998218},"labels":[],"label_agreement":null},{"id":"W4229925759","doi":"10.31525/ct1-nct04198974","title":"The Canadian Underage Substance Use Prevention Trial","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Substance use; Psychology; Psychiatry","score_opus":0.39067875173352035,"score_gpt":0.5754304225766413,"score_spread":0.184751670843121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229925759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477971,0.0002848357,0.000008552782,0.025811227,0.0011478846,0.001752099,0.000005931852,0.000024572637,0.023167774],"genre_scores_gemma":[0.9124726,0.00030699835,0.0000025990416,0.000366222,0.0005120933,0.00023286701,0.000007990672,0.000013823941,0.086084776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99540234,0.0018216287,0.00029903802,0.00021567693,0.0013094528,0.0009518598],"domain_scores_gemma":[0.9931545,0.0055193254,0.000035206947,0.00035667876,0.00033297317,0.0006013085],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0065075583,0.000074681615,0.00013585655,0.000096098745,0.0037135775,0.000040696697,0.000231159,0.00021314321,0.0029237468],"category_scores_gemma":[0.005439266,0.000045332767,0.000047016303,0.00030577817,0.0002587054,0.000081672435,0.000111395464,0.0015837889,0.0011592285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007101006,0.00016461014,0.08685509,0.00020815703,0.00019885694,0.006084087,0.0069766617,3.3110402e-7,0.000007849401,0.119673975,0.6743155,0.098413855],"study_design_scores_gemma":[0.009584826,0.0002597416,0.0036047788,0.00019907528,0.000005574209,0.000016022785,0.0025352351,0.00005439641,0.0000020737207,0.0030813746,0.98056865,0.00008825497],"about_ca_topic_score_codex":0.229197,"about_ca_topic_score_gemma":0.95560575,"teacher_disagreement_score":0.7264088,"about_ca_system_score_codex":0.00045426917,"about_ca_system_score_gemma":0.0023372553,"threshold_uncertainty_score":0.9996185},"labels":[],"label_agreement":null},{"id":"W4230003214","doi":"10.4324/9780203793343-37","title":"Good People and Dirty Work","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Psychology; Sociology; Engineering; Mechanical engineering","score_opus":0.05855764914206637,"score_gpt":0.36671418091104196,"score_spread":0.3081565317689756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230003214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005850472,0.0008754067,0.000011361854,0.0027815325,0.00075835316,0.00048557695,0.000015916974,0.00015179871,0.994335],"genre_scores_gemma":[0.001971394,0.00087731116,0.00007108448,0.0009926235,0.0010248808,0.00003325437,0.000023852559,0.000050808936,0.99495476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989364,0.000021614505,0.0003011279,0.00028895139,0.00015391779,0.00029798847],"domain_scores_gemma":[0.99917233,0.00024069234,0.00013990267,0.0002560675,0.00010407221,0.00008695954],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001721542,0.00024458006,0.00039382037,0.00005554182,0.0006610942,0.0000056259837,0.00008489867,0.0003836927,0.017019115],"category_scores_gemma":[0.000019714882,0.00017553086,0.00005897463,0.000017498565,0.000084028645,0.000030131248,0.00034934402,0.0004357133,0.0028780964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002114771,0.0000054676957,0.039245892,0.00015449598,0.00011742327,0.0000018885769,0.0024960581,1.2413721e-9,2.6337554e-7,0.2104302,0.74533546,0.0021916705],"study_design_scores_gemma":[0.00022122517,0.000049750997,0.01562875,0.00037951279,0.00005502773,1.9525886e-7,0.00020680779,4.1273903e-8,2.722043e-7,0.020731203,0.9625058,0.0002213682],"about_ca_topic_score_codex":0.00007359774,"about_ca_topic_score_gemma":0.0021079984,"teacher_disagreement_score":0.21717036,"about_ca_system_score_codex":0.00003715546,"about_ca_system_score_gemma":0.000046092195,"threshold_uncertainty_score":0.9978983},"labels":[],"label_agreement":null},{"id":"W4230640003","doi":"10.3402/ehtj.v2i0.7081","title":"The health consequences of economic crises","year":2009,"lang":"en","type":"article","venue":"Emerging Health Threats Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Publishing; Citation; Political science; Subject (documents); Global health; Economic growth; Development economics; Health care; Economics; Library science; Computer science; Law","score_opus":0.12281953482881042,"score_gpt":0.49038103762718394,"score_spread":0.3675615027983735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230640003","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086287305,0.06483424,0.00021104411,0.83384216,0.0039370894,0.00085398246,0.000020428814,0.00010721006,0.00990657],"genre_scores_gemma":[0.9279548,0.05662636,0.00030222398,0.011009326,0.0012084582,0.0000157426,0.000003315489,0.000022357726,0.0028574502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647963,0.0007892468,0.0013601868,0.00017577001,0.00025743325,0.00093773496],"domain_scores_gemma":[0.99758327,0.00047630063,0.0012932983,0.00023293713,0.00012563184,0.0002885659],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033021036,0.00017425671,0.00049898995,0.00011010648,0.006253595,0.00001950095,0.00027960172,0.000053647207,0.00017110977],"category_scores_gemma":[0.000086554384,0.00011013879,0.00011430102,0.000106401414,0.00017526503,0.00013147437,0.00004263448,0.0007281377,0.000044610486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029189902,0.000100669036,0.12540752,0.00027464185,0.0001815092,0.000008046331,0.022512406,0.00005734476,0.00002987213,0.06761888,0.4587749,0.32474232],"study_design_scores_gemma":[0.0034910643,0.0039273584,0.29265356,0.0026610119,0.000043252418,0.00011878146,0.028812697,0.000048641174,0.00005150135,0.22824274,0.43930677,0.0006426096],"about_ca_topic_score_codex":0.0006508969,"about_ca_topic_score_gemma":0.00049622357,"teacher_disagreement_score":0.8416675,"about_ca_system_score_codex":0.00043300216,"about_ca_system_score_gemma":0.001945571,"threshold_uncertainty_score":0.9950401},"labels":[],"label_agreement":null},{"id":"W4230892691","doi":"10.32920/ryerson.14639271","title":"Living with Precarious Legal Status in Canada: Implications for the Well-Being of Children and Families","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legal status; Disadvantaged; Feeling; Citizenship; Affect (linguistics); Immigration; Social status; Well-being; Political science; Social psychology; Psychology; Sociology; Law; Politics","score_opus":0.020463095955421864,"score_gpt":0.3268242186618349,"score_spread":0.3063611227064131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230892691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808185,0.002379858,0.00045624128,0.0043112854,0.00022032355,0.002267048,0.00009909678,0.000024794537,0.009422857],"genre_scores_gemma":[0.99612427,0.0017340143,0.000324831,0.00026891872,0.0000627682,0.0007145147,0.000053619173,0.000021489881,0.0006955499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987146,0.000111098685,0.00039813094,0.00029503705,0.00010947764,0.00037162192],"domain_scores_gemma":[0.99781966,0.001442281,0.00019619633,0.00032772773,0.00017082867,0.0000432752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022257348,0.0001723245,0.00035779842,0.000053358068,0.00050013803,0.000012959429,0.00014064116,0.00009020775,0.000029467703],"category_scores_gemma":[0.00008441189,0.000108395594,0.000032996617,0.00008728335,0.00005385255,0.000036011566,0.00070589816,0.0004885271,1.3037081e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007306172,0.000011362409,0.9878651,0.00022282467,0.00016551507,1.6870712e-7,0.0072696633,0.00014967081,0.000001994961,0.0020191416,0.0010111434,0.0012761393],"study_design_scores_gemma":[0.00021839907,0.000015940253,0.9874324,0.0005241622,0.00007240796,3.5568115e-7,0.010847162,0.0000415233,0.0000030390272,0.00013030005,0.00059058366,0.00012369159],"about_ca_topic_score_codex":0.9848252,"about_ca_topic_score_gemma":0.9977199,"teacher_disagreement_score":0.015305799,"about_ca_system_score_codex":0.0002590024,"about_ca_system_score_gemma":0.0028213246,"threshold_uncertainty_score":0.5004909},"labels":[],"label_agreement":null},{"id":"W4230963274","doi":"10.1108/s0198-8719201835","title":"Gendering Struggles against Informal and Precarious Work","year":2018,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarious work; Work (physics); Sociology; Gender studies; Engineering","score_opus":0.05659927540028353,"score_gpt":0.3608276491095054,"score_spread":0.30422837370922184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230963274","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034205888,0.0014226642,0.000023195009,0.00026543788,0.0010206662,0.0006997992,0.000022896143,0.00025063983,0.9928741],"genre_scores_gemma":[0.001543646,0.0009653582,0.00018645063,0.0010211692,0.0014351578,0.00006955477,0.000093862924,0.00005197891,0.99463284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985045,0.000049105594,0.00047274627,0.00026518942,0.00020250752,0.0005059398],"domain_scores_gemma":[0.9990879,0.00022332583,0.00021299931,0.00025393415,0.000113599584,0.000108235094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021858528,0.00031051945,0.0004159726,0.000104434024,0.0011004421,0.000015625143,0.00013624833,0.0004896042,0.0006945229],"category_scores_gemma":[0.000035472818,0.0002436279,0.00006139939,0.00004046985,0.0001327909,0.000096299,0.0006125989,0.0006567285,0.0004325395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031098356,0.000005254127,0.019226393,0.0005453642,0.0002057007,0.000004121693,0.010668319,2.0417188e-7,4.3479122e-7,0.0035995373,0.94965965,0.01605392],"study_design_scores_gemma":[0.00031688224,0.00004760703,0.0069892374,0.0006616618,0.000039555056,2.4289483e-7,0.00056787324,0.0000013148671,6.197875e-7,0.0011076588,0.9899629,0.00030444597],"about_ca_topic_score_codex":0.000030187208,"about_ca_topic_score_gemma":0.00043471777,"teacher_disagreement_score":0.04030325,"about_ca_system_score_codex":0.00010411397,"about_ca_system_score_gemma":0.00030536763,"threshold_uncertainty_score":0.99348575},"labels":[],"label_agreement":null},{"id":"W4231124535","doi":"10.1037/e552582012-198","title":"Capitalization processes and gender differences in the delinquency of siblings in Toronto and Berlin","year":2002,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Juvenile delinquency; Capitalization; Psychology; Developmental psychology","score_opus":0.12246369358263726,"score_gpt":0.42845469038541123,"score_spread":0.305990996802774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231124535","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007477578,0.014595564,0.0000021459757,0.00040558286,0.00011804546,0.00076135696,0.97657114,0.0000067304986,0.00006187909],"genre_scores_gemma":[0.0068345224,0.034277365,0.000017018561,0.000411836,0.00009358262,0.00018500583,0.9581591,0.00001008841,0.0000115010325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800324,0.00033025607,0.0006925288,0.00039175214,0.00026452224,0.0003176931],"domain_scores_gemma":[0.9986912,0.00052660704,0.00029630185,0.00037784857,0.00006636965,0.00004168563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005735833,0.0002640184,0.00044387046,0.00014057152,0.00019478495,0.000018272955,0.00031115668,0.00025813936,0.0003647087],"category_scores_gemma":[0.00027879598,0.00017759817,0.000012947199,0.00022010604,0.00013176724,0.0002287803,0.00016024815,0.00038091905,0.000007700672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018677829,0.00010770735,0.032535214,0.0022627637,0.000018710733,0.000005235334,0.0029957977,4.2337536e-8,4.826212e-7,0.000047578145,0.96185994,0.00014787585],"study_design_scores_gemma":[0.00133324,0.00015055761,0.06926963,0.00097361807,0.00015279597,0.0000037152674,0.010606312,0.000010295498,3.6798983e-7,0.0011192905,0.9158846,0.00049555895],"about_ca_topic_score_codex":0.01755809,"about_ca_topic_score_gemma":0.15413633,"teacher_disagreement_score":0.13657825,"about_ca_system_score_codex":0.000046615594,"about_ca_system_score_gemma":0.00006349961,"threshold_uncertainty_score":0.98898405},"labels":[],"label_agreement":null},{"id":"W4231240694","doi":"10.7765/9781526107039.00006","title":"Preface","year":2016,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Labor market segmentation; Social inequality; Context (archaeology); Production (economics); Work (physics); State (computer science); Tribute; Quality (philosophy); Political science; Precarious work; Sociology; Labour economics; Economics; Unemployment; Economic growth; Geography; Engineering; Law","score_opus":0.0813093523238209,"score_gpt":0.30868539636412606,"score_spread":0.22737604404030515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231240694","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007769428,0.00011544888,0.0000863716,0.00040903705,0.0005862952,0.0008067724,0.00014032585,0.0002676227,0.99751043],"genre_scores_gemma":[0.00048144453,0.00016155696,0.000025535892,0.00028984595,0.000435192,0.0000040932573,0.0000109964985,0.00006667216,0.99852467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984588,0.00009179514,0.00025963405,0.00048004763,0.00024558805,0.00046415295],"domain_scores_gemma":[0.99865353,0.00019722812,0.00030804623,0.0005676381,0.00014446775,0.00012910324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012044789,0.00038621723,0.0004628058,0.00011357163,0.0006973972,0.0000070177284,0.00040251,0.000568714,0.00042916584],"category_scores_gemma":[0.000005536647,0.00033493573,0.0001747018,0.0000031791724,0.00018034033,0.000079304344,0.00091133645,0.000640469,0.00042179498],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015028266,0.0000070622814,0.0004308026,0.00041348947,0.0003511479,0.000091395945,0.0026331944,4.5551715e-8,0.000010031916,0.89905953,0.092309825,0.0045431815],"study_design_scores_gemma":[0.0007617499,0.000036667585,0.00020691057,0.0008355951,0.00015937073,4.599036e-7,0.00010590768,1.6172882e-7,0.0000079499505,0.001804504,0.9956938,0.0003869239],"about_ca_topic_score_codex":0.00003428676,"about_ca_topic_score_gemma":0.000039751143,"teacher_disagreement_score":0.903384,"about_ca_system_score_codex":0.0002654786,"about_ca_system_score_gemma":0.000088804896,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W4231465659","doi":"10.32920/ryerson.14653161.v1","title":"Working the second shift, settling in Canada and other struggles; narratives of working African-immigrant mothers in Toronto.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Immigration; Gender studies; Narrative; Qualitative research; Sociology; Face (sociological concept); Work (physics); Political science; Social science","score_opus":0.06127999347052643,"score_gpt":0.34081379015491964,"score_spread":0.2795337966843932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231465659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.957132,0.007097034,0.000013620731,0.0022472343,0.00077282276,0.0008145809,0.000019565718,0.000017483577,0.031885695],"genre_scores_gemma":[0.99764484,0.00018557778,0.0001411309,0.0006448872,0.00011255287,0.00015908177,0.0000056657514,0.000039994033,0.0010662532],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99725807,0.00067398505,0.0008426155,0.00045439127,0.00024419164,0.00052674854],"domain_scores_gemma":[0.9985175,0.00065388693,0.0003922295,0.00034872934,0.000036002424,0.000051638242],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007523806,0.00031216737,0.00068912463,0.00007122422,0.00025292215,0.000018646142,0.00025966787,0.00019207064,0.0011526982],"category_scores_gemma":[0.000040586547,0.00021947746,0.000059784285,0.00015509537,0.00007585319,0.00004281293,0.00068694784,0.0010882445,3.1361188e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025562307,0.000012486464,0.8156166,0.00023286689,0.00008883698,0.000006820937,0.1825296,0.00004591692,0.000008494354,0.000295453,0.00018025862,0.00095709343],"study_design_scores_gemma":[0.00048391244,0.000008787146,0.33805826,0.003416527,0.000012005027,1.8033043e-7,0.65180427,0.000055426055,0.000008833366,0.00062569854,0.0052190493,0.00030705612],"about_ca_topic_score_codex":0.97916365,"about_ca_topic_score_gemma":0.9999101,"teacher_disagreement_score":0.47755834,"about_ca_system_score_codex":0.0012171142,"about_ca_system_score_gemma":0.0011897668,"threshold_uncertainty_score":0.9997604},"labels":[],"label_agreement":null},{"id":"W4231528711","doi":"10.1007/978-94-007-0753-5_100260","title":"Basic Values and Well-Being in Migrants to Spain","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Sociology; Geography","score_opus":0.036336003923072444,"score_gpt":0.3543726244367129,"score_spread":0.31803662051364046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231528711","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004012966,0.00027357045,0.000049876402,0.005315712,0.00041896894,0.00084487785,0.0000040762534,0.00009372155,0.98898625],"genre_scores_gemma":[0.016619429,0.00046055092,0.00012929598,0.00447655,0.00042588485,0.00004838797,0.000010923645,0.000059904978,0.9777691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845415,0.00009715175,0.0004663623,0.00038705254,0.00018726743,0.00040801463],"domain_scores_gemma":[0.9990075,0.00047475757,0.00010427694,0.00024221363,0.000054394102,0.00011683407],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006496167,0.00029630156,0.0005389628,0.00025135642,0.00034308745,0.0000064439937,0.00010896355,0.00032102928,0.0016151714],"category_scores_gemma":[0.00005862816,0.00023906346,0.000054946064,0.000024630746,0.00004339825,0.000025287181,0.00027951357,0.000510278,0.0012899792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006890018,0.00001288096,0.095864914,0.0008026355,0.000111463756,0.000024158957,0.01131822,3.9852551e-7,0.0000061689834,0.6589755,0.21179701,0.021017749],"study_design_scores_gemma":[0.00057264173,0.00009440224,0.016710518,0.0023302718,0.000039167993,3.541698e-7,0.0004068963,0.0000053525623,0.0000015761577,0.072085686,0.90729547,0.0004576853],"about_ca_topic_score_codex":0.0005619699,"about_ca_topic_score_gemma":0.0040744273,"teacher_disagreement_score":0.69549847,"about_ca_system_score_codex":0.00006518265,"about_ca_system_score_gemma":0.000032731492,"threshold_uncertainty_score":0.99948764},"labels":[],"label_agreement":null},{"id":"W4231666239","doi":"10.3138/cpp.35.3.373","title":"Minimum Wage Increases as an Anti-Poverty Policy in Ontario","year":2009,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Guelph","funders":"","keywords":"Poverty; Low wage; Minimum wage; Poverty reduction; Economics; Wage; Labour economics; Demographic economics; Poverty level; Economic growth","score_opus":0.050425368070017046,"score_gpt":0.3752280924015068,"score_spread":0.3248027243314897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231666239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6863831,0.000056764384,2.4791984e-7,0.108399376,0.00012391554,0.00040150265,0.00007170816,0.00008025595,0.2044831],"genre_scores_gemma":[0.9094069,0.000040109066,0.000011381925,0.07294014,0.0010174804,0.00004660107,0.00011320189,0.00002781083,0.0163964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677676,0.00029479383,0.00048965815,0.00040267562,0.0002063001,0.0018297925],"domain_scores_gemma":[0.99750996,0.000093294344,0.00011241465,0.00053719274,0.00010750069,0.0016396703],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039244877,0.0002859145,0.00040609002,0.0017842259,0.00097210676,0.000052528514,0.0004340434,0.00027754228,0.0011448117],"category_scores_gemma":[0.0009530696,0.00027393783,0.00007376293,0.0009819531,0.000078371406,0.0005296516,0.00007048824,0.0006497232,0.00040744155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000010144125,0.00010042942,0.65817183,0.000011963239,0.00002332814,0.00006415876,0.0043427437,1.8360136e-7,0.000015047943,0.2517455,0.078937575,0.0065770918],"study_design_scores_gemma":[0.0005413556,0.00007979148,0.6073144,0.000032821004,0.00000400063,0.0000029290225,0.00041570025,0.0000018483439,0.0000010271254,0.005485502,0.38593683,0.00018379418],"about_ca_topic_score_codex":0.99856335,"about_ca_topic_score_gemma":0.9994096,"teacher_disagreement_score":0.30699927,"about_ca_system_score_codex":0.0050641214,"about_ca_system_score_gemma":0.025344593,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W4232088442","doi":"10.4018/978-1-5225-6918-3.ch008","title":"Permanently Temporary","year":2018,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Citizenship; Immigration; Political science; Incentive; Precarity; Accountability; Government (linguistics); Wage; Political economy; Sociology; Politics; Economics; Law; Market economy","score_opus":0.060261558939408176,"score_gpt":0.36659707451653445,"score_spread":0.3063355155771263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232088442","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079454813,0.0007082829,0.0000042056217,0.0006166498,0.0021038856,0.0008834177,0.00032590024,0.00036305306,0.99420005],"genre_scores_gemma":[0.020033697,0.000022208937,0.000032357133,0.0028721807,0.002595649,0.000061868835,0.000027825428,0.00008164328,0.97427255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775004,0.000062669045,0.00065016677,0.00051772915,0.0004190257,0.00060037174],"domain_scores_gemma":[0.99854946,0.0000763505,0.00038095214,0.0005791252,0.00022899965,0.00018509624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019290442,0.0005092637,0.0006223149,0.000061209845,0.00083304057,0.000012700746,0.00033054725,0.00073567225,0.0024017454],"category_scores_gemma":[0.000018411109,0.00044139315,0.00023151521,0.000009485712,0.00020879207,0.000036481415,0.00051006424,0.0006460708,0.009049269],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033228538,0.0000039631013,0.0017226385,0.00010439281,0.00012261255,0.00003444827,0.00033323947,4.4592956e-9,9.1454336e-7,0.5948792,0.40238258,0.0003827696],"study_design_scores_gemma":[0.00034452105,0.000088110966,0.00039670154,0.0005542611,0.00007899336,0.000002663557,0.00008486421,1.7902792e-7,7.7545246e-7,0.30964482,0.68845296,0.0003511779],"about_ca_topic_score_codex":0.00021287722,"about_ca_topic_score_gemma":0.00029817712,"teacher_disagreement_score":0.28607038,"about_ca_system_score_codex":0.00031789124,"about_ca_system_score_gemma":0.00034763213,"threshold_uncertainty_score":0.9998038},"labels":[],"label_agreement":null},{"id":"W4232442484","doi":"10.1017/9781316459423.009","title":"The Rarity of Labor-Managed Firms","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.04815021596356288,"score_gpt":0.29511482760248003,"score_spread":0.24696461163891714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232442484","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001071504,0.00037300086,0.000019657882,0.00024358297,0.00075474364,0.000848421,0.00039244143,0.000116733776,0.99617994],"genre_scores_gemma":[0.0013205796,0.0006563046,0.000012126723,0.00013802285,0.0003372505,0.0000024561061,0.000028837481,0.00003983988,0.9974646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984188,0.00018062748,0.00034772282,0.0003493362,0.00029606876,0.00040745604],"domain_scores_gemma":[0.9976118,0.00054209755,0.00052799,0.000723851,0.0004941708,0.00010006384],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003611627,0.00031010594,0.00048025593,0.00008925661,0.0018573547,0.0000081250755,0.0006327894,0.0004280478,0.000038442005],"category_scores_gemma":[0.000044954413,0.00025111667,0.00020072825,0.00001088878,0.0007159344,0.00004745652,0.0009394489,0.00081482035,0.00006609838],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012564343,0.0000042740207,0.00014429068,0.0001686888,0.0002360657,0.000016952223,0.00041797094,2.5613433e-8,0.0000034109275,0.6456858,0.35289487,0.00030200693],"study_design_scores_gemma":[0.0005732509,0.000059374892,0.0007253518,0.00034568558,0.00021247598,2.6761631e-7,0.0004741494,0.0000017859031,0.000019956613,0.00012805063,0.9972189,0.00024074934],"about_ca_topic_score_codex":0.0004651215,"about_ca_topic_score_gemma":0.00009066331,"teacher_disagreement_score":0.64555776,"about_ca_system_score_codex":0.00015213425,"about_ca_system_score_gemma":0.00015773109,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W4232838587","doi":"10.3138/cpp.38.2.233","title":"Temporary Foreign Workers and Regional Labour Market Disparities in Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Economic shortage; Unemployment; Labour economics; Economics; Foreign exchange; Demographic economics; Business; Economic growth","score_opus":0.05358625974742899,"score_gpt":0.3263645568148574,"score_spread":0.2727782970674284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232838587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7537719,0.001267996,3.8065662e-7,0.110129304,0.0002683201,0.00030276208,0.00019257139,0.000021434604,0.13404533],"genre_scores_gemma":[0.97018397,0.00010939455,0.000008211685,0.016600572,0.00065003574,0.0001070099,0.000029830926,0.000021226608,0.012289772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793905,0.00018071017,0.0002618736,0.0001486993,0.00014334854,0.0013263349],"domain_scores_gemma":[0.9984376,0.00019138513,0.00006415135,0.0001700636,0.000047892,0.0010889509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037158752,0.00014748037,0.000199812,0.0003997119,0.0005974248,0.000014038809,0.00013582609,0.000095655465,0.0004917211],"category_scores_gemma":[0.00023722439,0.00014090935,0.00001851285,0.0003799849,0.00007882309,0.0003050496,0.000068753805,0.0003035366,0.000010338529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024103938,0.0000021349242,0.60498077,0.000027130585,0.000010216055,0.0000034455304,0.00014815935,1.3108369e-8,3.5214786e-8,0.06625096,0.32803366,0.000541064],"study_design_scores_gemma":[0.00017298022,0.0000024288736,0.6244864,0.000029732666,0.0000014519914,0.0000013634906,0.002924956,0.0000013692262,3.3896526e-8,0.0007670686,0.3715149,0.00009730663],"about_ca_topic_score_codex":0.9998941,"about_ca_topic_score_gemma":0.99992955,"teacher_disagreement_score":0.21641205,"about_ca_system_score_codex":0.0027035356,"about_ca_system_score_gemma":0.018952278,"threshold_uncertainty_score":0.98660934},"labels":[],"label_agreement":null},{"id":"W4232888889","doi":"10.1093/eurpub/cky212.274","title":"Trends in adolescents’ material and occupational social class-based inequalities in health","year":2018,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Inequality; Social inequality; Social class; Class (philosophy); Sociology; Psychology; Demographic economics; Environmental health; Political science; Medicine; Economics; Mathematics; Computer science; Artificial intelligence","score_opus":0.21664923193062358,"score_gpt":0.4520103259431252,"score_spread":0.2353610940125016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232888889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.887061,0.00018127801,0.0004192643,0.10865647,0.0010261914,0.0001881946,0.00003675352,0.000023578144,0.0024072537],"genre_scores_gemma":[0.99024475,0.000045856505,0.00013256214,0.007628891,0.0016944858,0.0000026821365,0.000015095724,0.000025333993,0.00021036135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98817974,0.008974937,0.0016546343,0.00016305925,0.00033268135,0.0006949731],"domain_scores_gemma":[0.99838936,0.00008226,0.00095686014,0.00008440536,0.00021646741,0.00027064505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014746961,0.00014748715,0.00045194323,0.000789833,0.00056308426,0.00002730139,0.00015628367,0.000037799626,0.00030766623],"category_scores_gemma":[0.00021372462,0.00012533994,0.000049801616,0.00038351998,0.0001333633,0.00020065253,0.00008412303,0.0005305444,0.000014075618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018711889,0.00021081242,0.8682925,0.00041819294,0.000013871615,0.000017761167,0.024849243,6.1034984e-7,0.0000051427396,0.002613009,0.013744433,0.08964732],"study_design_scores_gemma":[0.0025332852,0.0006743611,0.95164824,0.0005276771,9.914545e-7,0.0000019940487,0.0025191694,0.000011714428,3.3427344e-7,0.00005091547,0.041942038,0.00008929447],"about_ca_topic_score_codex":0.00039349892,"about_ca_topic_score_gemma":0.0015450012,"teacher_disagreement_score":0.10318372,"about_ca_system_score_codex":0.0004690671,"about_ca_system_score_gemma":0.0012993508,"threshold_uncertainty_score":0.51112145},"labels":[],"label_agreement":null},{"id":"W4232979229","doi":"10.1097/00126450-200501000-00004","title":"Hospital Restructuring Stressors, Support, and Nursing Staff Perceptions of Unit Functioning","year":2005,"lang":"en","type":"article","venue":"The Health Care Manager","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Stressor; Nursing; Unit (ring theory); Perception; Nursing staff; Medicine; Psychology; Clinical psychology; Business","score_opus":0.02697286470327764,"score_gpt":0.3814591749787934,"score_spread":0.35448631027551575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232979229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474177,0.001541212,0.00007031669,0.03143862,0.0005975158,0.00074006,0.000032943393,0.0001110012,0.018050669],"genre_scores_gemma":[0.9954654,0.00042916124,0.00022991716,0.00076880417,0.00042481808,0.000035680732,0.000025854999,0.00002486776,0.0025954717],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99849033,0.00025881786,0.00041009832,0.0001953973,0.000191021,0.00045434933],"domain_scores_gemma":[0.9991643,0.00015107758,0.00021600914,0.00027411061,0.00010478878,0.00008973439],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003080718,0.00013505487,0.0002305209,0.00009436827,0.0019505767,0.000008854357,0.00010643664,0.00006211887,0.00024304046],"category_scores_gemma":[0.000028645145,0.00009989325,0.000041203453,0.0001354399,0.00014938618,0.0001093697,0.00011811035,0.00037582644,0.00002742099],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013255228,0.00010383512,0.23769519,0.0015935267,0.00013554978,0.000003560452,0.40884057,0.00011418225,0.000015076185,0.019176453,0.07659911,0.2555904],"study_design_scores_gemma":[0.0006787328,0.00034160545,0.6785584,0.00060071796,0.000058687696,0.0000013745461,0.26309633,0.000020947358,0.0000039016422,0.0003644421,0.056084197,0.0001906444],"about_ca_topic_score_codex":0.00049358787,"about_ca_topic_score_gemma":0.0006359515,"teacher_disagreement_score":0.44086325,"about_ca_system_score_codex":0.00016328669,"about_ca_system_score_gemma":0.00009706672,"threshold_uncertainty_score":0.99934876},"labels":[],"label_agreement":null},{"id":"W4233034232","doi":"10.17722/ijme.v7i2.261","title":"A Comparative Analysis on the Causes of Occupational Stress among Men and Women Employees and its Effect on Performance at the workplace of Information Technology Sector, Hyderabad","year":2016,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Occupational stress; Business; Information technology; Demographic economics; Labour economics; Psychology; Economics; Computer science; Social psychology","score_opus":0.028027417500096796,"score_gpt":0.3519996775268492,"score_spread":0.3239722600267524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233034232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99489176,0.000110514484,0.000074319134,0.002494486,0.0001154105,0.00029847538,0.000029895817,0.000005134917,0.0019799888],"genre_scores_gemma":[0.99816746,0.0009107447,0.0000086661985,0.000077838165,0.000029681492,0.000041252908,0.0000018127496,0.000002538083,0.0007600169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986831,0.00016539606,0.0004546744,0.000084152656,0.00049102993,0.000121645884],"domain_scores_gemma":[0.997681,0.0011353659,0.00074899546,0.0001008919,0.0003113037,0.000022428245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067351456,0.000104177416,0.00022938532,0.00038201906,0.00021167037,0.000008158919,0.00026845295,0.000034634646,0.00010687313],"category_scores_gemma":[0.00008527375,0.000047437512,0.000041130876,0.00018918034,0.00016545715,0.00021478948,0.00022522204,0.00012932718,0.0000060585708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001117442,0.00005232504,0.98478377,0.000090117515,0.0018036623,0.0000017014377,0.0052291327,0.00023340141,0.000081577105,0.003378387,0.0010097948,0.0022186746],"study_design_scores_gemma":[0.0009675091,0.00059571484,0.9904851,0.000853486,0.00012591813,8.023958e-7,0.004192665,0.00013737222,0.0017002482,0.00016240336,0.0007060341,0.00007279709],"about_ca_topic_score_codex":0.000010527464,"about_ca_topic_score_gemma":0.00003060298,"teacher_disagreement_score":0.0057012653,"about_ca_system_score_codex":0.0001043518,"about_ca_system_score_gemma":0.000013814486,"threshold_uncertainty_score":0.19344455},"labels":[],"label_agreement":null},{"id":"W4233380349","doi":"10.32920/ryerson.14665359","title":"You're not welcome here: examining the intersections of migration and neoliberal immigration policy in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Immigration; Neoliberalism (international relations); Politics; Immigration policy; Political science; Phenomenon; Political economy; Sociology; Development economics; Law; Economics","score_opus":0.06664539788046371,"score_gpt":0.3653208926668825,"score_spread":0.2986754947864188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233380349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97017014,0.0002302974,0.000083182706,0.024156755,0.0010047762,0.00059065945,0.000033729382,0.000022525564,0.0037079405],"genre_scores_gemma":[0.9939034,0.00045833504,0.000042465606,0.0012139282,0.00030891164,0.00019811414,0.000092588925,0.000016195509,0.0037660603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822974,0.00039570546,0.0006367739,0.00027899825,0.00019523618,0.00026355492],"domain_scores_gemma":[0.99893206,0.0003335941,0.00028061098,0.00027939095,0.00013211808,0.000042199026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002923747,0.0001908131,0.00034819284,0.0001391138,0.0003407202,0.000014718552,0.000119322984,0.00016054245,0.00013300208],"category_scores_gemma":[0.00011576556,0.00013868834,0.00004097539,0.00020721143,0.000043496944,0.00007045463,0.0005517219,0.00080302247,0.0000010003421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026758104,0.00002049976,0.95072085,0.0004065433,0.00008102888,0.0000030954693,0.04161335,0.00010066702,0.00012332539,0.0015215068,0.0039038733,0.0014785316],"study_design_scores_gemma":[0.00033947654,0.000027097964,0.8655265,0.0005903323,0.000032958196,7.465739e-7,0.13125965,0.0005671315,0.00006904186,0.0003260902,0.0010692372,0.00019176281],"about_ca_topic_score_codex":0.9957476,"about_ca_topic_score_gemma":0.99957955,"teacher_disagreement_score":0.089646295,"about_ca_system_score_codex":0.00059487537,"about_ca_system_score_gemma":0.0018936703,"threshold_uncertainty_score":0.5655546},"labels":[],"label_agreement":null},{"id":"W4233562636","doi":"10.24124/2017/1340","title":"Exploring the experiences and perceptions of precarious employment on subjective wellbeing among women aged 24-44 living in Northern BC","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of Northern British Columbia","keywords":"Thematic analysis; Exploratory research; Perception; Qualitative research; Gender studies; Psychology; Gerontology; Sample (material); Sociology; Geography; Medicine; Social science","score_opus":0.06540846994240292,"score_gpt":0.36938889060225294,"score_spread":0.30398042065985004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233562636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767053,0.00015176708,0.0000010665523,0.00009490014,0.0013487581,0.0012430777,0.000003434736,0.00005542641,0.020396238],"genre_scores_gemma":[0.95498437,0.00068550545,0.000004828411,0.000027814185,0.00014918642,0.004215715,0.000020264339,0.000042926076,0.039869417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977137,0.00038525776,0.0005976699,0.00043919258,0.0003380192,0.00052615744],"domain_scores_gemma":[0.99807525,0.00085623824,0.00050145196,0.0003929178,0.00010442104,0.00006975043],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00065357896,0.00032894692,0.00052843866,0.00022466498,0.0022183068,0.00003234581,0.00029272103,0.00016799927,0.00020685837],"category_scores_gemma":[0.0002647611,0.0002240944,0.00007872623,0.000106813284,0.00013825571,0.0002707943,0.00011842615,0.0007678619,0.00001094322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036552832,0.00003136548,0.5037079,0.000098201104,0.00004381435,0.0000010303065,0.49427035,0.0000015451021,0.00003090007,0.000026756812,0.000032764987,0.0017188083],"study_design_scores_gemma":[0.00012982247,0.00006712256,0.5562248,0.0011492657,0.000015007425,3.3264502e-8,0.44216275,0.000001146844,0.000022104892,0.000039862472,0.00005693375,0.00013110772],"about_ca_topic_score_codex":0.01268104,"about_ca_topic_score_gemma":0.3261795,"teacher_disagreement_score":0.31349847,"about_ca_system_score_codex":0.00031450985,"about_ca_system_score_gemma":0.00012900331,"threshold_uncertainty_score":0.99908066},"labels":[],"label_agreement":null},{"id":"W4233932593","doi":"10.32920/ryerson.14652057","title":"Plunging Into Precarious Work : Neoliberalism, Immigrant Labour and the Case of Bathroom Attendants in Toronto, the \"Global City\"","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Precarity; Precarious work; Immigration; CONTEST; Neoliberalism (international relations); Work (physics); Sociology; Restructuring; Ideology; Limiting; Political science; Economic growth; Gender studies; Political economy; Politics; Economics; Engineering","score_opus":0.028968452525708007,"score_gpt":0.3849286271005035,"score_spread":0.3559601745747955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233932593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9418415,0.02521015,0.000067710906,0.02314439,0.0014146519,0.001817292,0.00005591461,0.00006314061,0.006385288],"genre_scores_gemma":[0.99242777,0.0025510741,0.00018438295,0.0018165224,0.00024864043,0.00036061252,0.000017088774,0.000025599102,0.0023683046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964968,0.0012814638,0.00090905296,0.00052048895,0.00023250865,0.000559684],"domain_scores_gemma":[0.99757594,0.0010080236,0.0003845742,0.0007471441,0.0002081317,0.000076179094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014859282,0.00038237558,0.0008528162,0.00002997956,0.0008414354,0.000043786218,0.00037797695,0.00036039352,0.0004796446],"category_scores_gemma":[0.00020134661,0.00020071024,0.00017696468,0.00021437576,0.00030838547,0.00008178895,0.003108238,0.0011200139,0.00000270365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058062933,0.00015403325,0.5191758,0.0017087616,0.0009250591,0.00067226484,0.4019786,0.000061974824,0.0000028313275,0.056952164,0.004159014,0.013628806],"study_design_scores_gemma":[0.007413748,0.00006116243,0.6956926,0.005364109,0.0005323025,0.00008733845,0.25792834,0.00028182616,0.000008959291,0.026252422,0.005304876,0.0010723005],"about_ca_topic_score_codex":0.6561044,"about_ca_topic_score_gemma":0.76331156,"teacher_disagreement_score":0.17651677,"about_ca_system_score_codex":0.0005289262,"about_ca_system_score_gemma":0.00027117043,"threshold_uncertainty_score":0.8184726},"labels":[],"label_agreement":null},{"id":"W4234343967","doi":"10.32920/ryerson.14653161","title":"Working the second shift, settling in Canada and other struggles; narratives of working African-immigrant mothers in Toronto.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Immigration; Gender studies; Narrative; Sociology; Face (sociological concept); Qualitative research; Work (physics); Political science; Social science","score_opus":0.06127999347052643,"score_gpt":0.34081379015491964,"score_spread":0.2795337966843932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234343967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.957132,0.007097034,0.000013620731,0.0022472343,0.00077282276,0.0008145809,0.000019565718,0.000017483577,0.031885695],"genre_scores_gemma":[0.99764484,0.00018557778,0.0001411309,0.0006448872,0.00011255287,0.00015908177,0.0000056657514,0.000039994033,0.0010662532],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99725807,0.00067398505,0.0008426155,0.00045439127,0.00024419164,0.00052674854],"domain_scores_gemma":[0.9985175,0.00065388693,0.0003922295,0.00034872934,0.000036002424,0.000051638242],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007523806,0.00031216737,0.00068912463,0.00007122422,0.00025292215,0.000018646142,0.00025966787,0.00019207064,0.0011526982],"category_scores_gemma":[0.000040586547,0.00021947746,0.000059784285,0.00015509537,0.00007585319,0.00004281293,0.00068694784,0.0010882445,3.1361188e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025562307,0.000012486464,0.8156166,0.00023286689,0.00008883698,0.000006820937,0.1825296,0.00004591692,0.000008494354,0.000295453,0.00018025862,0.00095709343],"study_design_scores_gemma":[0.00048391244,0.000008787146,0.33805826,0.003416527,0.000012005027,1.8033043e-7,0.65180427,0.000055426055,0.000008833366,0.00062569854,0.0052190493,0.00030705612],"about_ca_topic_score_codex":0.97916365,"about_ca_topic_score_gemma":0.9999101,"teacher_disagreement_score":0.47755834,"about_ca_system_score_codex":0.0012171142,"about_ca_system_score_gemma":0.0011897668,"threshold_uncertainty_score":0.9997604},"labels":[],"label_agreement":null},{"id":"W4234476632","doi":"10.1097/01.eem.0000271267.52777.e1","title":"Black-White Life Expectancy Gap Narrows","year":2007,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Life expectancy; Expectancy theory; Psychology; Sociology; Demography; Social psychology; Biology","score_opus":0.11940444563623492,"score_gpt":0.44941306745671916,"score_spread":0.33000862182048424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234476632","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23628889,0.0051108687,0.0009005589,0.04256898,0.012215053,0.00096758804,0.0000043809096,0.00034650997,0.70159715],"genre_scores_gemma":[0.7373613,0.0036577017,0.00012039011,0.0049058646,0.014019505,0.00013716922,0.000042020452,0.00010544705,0.23965062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965193,0.0001977027,0.0013833765,0.00041004876,0.00053420605,0.00095534505],"domain_scores_gemma":[0.99832857,0.00019944794,0.00033662372,0.0004771309,0.00023686001,0.00042134122],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011861052,0.0003066263,0.0005181656,0.00020470502,0.00079300837,7.226839e-7,0.00025663135,0.00017502066,0.04471574],"category_scores_gemma":[0.0009809105,0.00022307356,0.00010854598,0.0005375662,0.00013690507,0.00009927536,0.0001220887,0.00056856713,0.0012972475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042647447,0.000028918199,0.36824128,0.0000759997,0.000037117512,0.0000061192695,0.02017096,2.6108737e-7,0.00020407345,0.0013726488,0.6094096,0.0004103787],"study_design_scores_gemma":[0.0014983688,0.0002711065,0.19414774,0.00025372673,0.00006713467,4.9004996e-7,0.04055172,0.0000051980396,0.000012439979,0.001373094,0.7614854,0.00033357073],"about_ca_topic_score_codex":0.00076787255,"about_ca_topic_score_gemma":0.0027050565,"teacher_disagreement_score":0.5010724,"about_ca_system_score_codex":0.00007426011,"about_ca_system_score_gemma":0.000087829416,"threshold_uncertainty_score":0.99948037},"labels":[],"label_agreement":null},{"id":"W4234887376","doi":"10.1037/tra0000493.supp","title":"Supplemental Material for Factor Structure of Deployment Experiences and Relations to Mental Health Disorders Among Treatment-Seeking Canadian Armed Forces Personnel and Veterans","year":2019,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Mental health; Military personnel; Military deployment; Psychology; Medicine; Psychiatry; Political science; Engineering","score_opus":0.13781951727117933,"score_gpt":0.5241564697940208,"score_spread":0.3863369525228414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234887376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740784,0.00017358692,0.00000894538,0.020925859,0.00015838305,0.0026351686,0.0009408694,0.00001572965,0.0010630391],"genre_scores_gemma":[0.9975344,0.00064341334,0.00019333392,0.000736836,0.0001548051,0.00030864408,0.00005751984,0.00001554566,0.0003555281],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997424,0.0010190519,0.00029406758,0.00037716384,0.00019241787,0.00069331034],"domain_scores_gemma":[0.99780214,0.0015403392,0.00010161725,0.00012976702,0.00005399063,0.00037215892],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00077767245,0.0001644176,0.00026911078,0.00023988607,0.0014986664,0.000039784165,0.000092595736,0.00010521615,0.00075725734],"category_scores_gemma":[0.00028411997,0.000115341776,0.000032470434,0.00014630449,0.00029351516,0.00024715016,0.000069702204,0.00022553932,0.000003252491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034661677,0.00029227682,0.26101667,0.00025949688,0.00028707072,0.0000018017828,0.64887094,4.4771707e-7,0.002918216,0.032090805,0.001837377,0.048958715],"study_design_scores_gemma":[0.004574441,0.007440329,0.27589425,0.00014671046,0.00002722103,0.000006944617,0.65413475,0.000013590461,0.00007775353,0.005043506,0.05231248,0.00032803425],"about_ca_topic_score_codex":0.04570378,"about_ca_topic_score_gemma":0.036755964,"teacher_disagreement_score":0.050475102,"about_ca_system_score_codex":0.0001751966,"about_ca_system_score_gemma":0.0000898702,"threshold_uncertainty_score":0.9998012},"labels":[],"label_agreement":null},{"id":"W4234896627","doi":"10.18332/tid/114415","title":"Corrigendum: Patterns of tobacco use, quit attempts,readiness to quit and self-efficacy among smokers withanxiety or depression: Findings among six countries of theEUREST-PLUS ITC Europe Surveys","year":2019,"lang":"en","type":"erratum","venue":"Tobacco Induced Diseases","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research; University of Ottawa","funders":"","keywords":"Quit smoking; Anxiety; Self-efficacy; Depression (economics); Psychology; Tobacco use; Clinical psychology; Health psychology; Smoking cessation; Psychiatry; Medicine; Environmental health; Public health; Social psychology; Population","score_opus":0.06506954699740546,"score_gpt":0.3476487118658472,"score_spread":0.28257916486844176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234896627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974835,0.0010264624,0.00001114258,0.00023417071,0.013494807,0.0041317376,0.0042960504,0.0003303654,0.0016402936],"genre_scores_gemma":[0.9300975,0.0022853797,0.000012573036,0.00044924236,0.0012884696,0.00045669152,0.0013613836,0.00034973957,0.06369899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991632,0.0016995792,0.0021123595,0.0015904811,0.0014605133,0.0015050663],"domain_scores_gemma":[0.9922624,0.0018961745,0.0018921546,0.0016987103,0.0014982036,0.0007523391],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001052693,0.001415391,0.0027260743,0.0006240393,0.0010267018,0.00011702795,0.0011959372,0.0011899349,0.0007646181],"category_scores_gemma":[0.0017021139,0.0010873873,0.00033644246,0.00092750904,0.00035182975,0.0007684603,0.0018645455,0.0015593283,0.00009974328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041919918,0.00036245355,0.71685815,0.0018565658,0.00055853394,0.00003255953,0.0024176482,0.000010769756,0.000009962736,0.00003325927,0.27718797,0.00025290484],"study_design_scores_gemma":[0.00216767,0.0004219042,0.96073914,0.0061744316,0.0009763248,0.0000015146519,0.0020621426,0.0000041583544,0.000034716893,0.0000034243155,0.02624658,0.0011680145],"about_ca_topic_score_codex":0.01410775,"about_ca_topic_score_gemma":0.010349431,"teacher_disagreement_score":0.2509414,"about_ca_system_score_codex":0.00031394968,"about_ca_system_score_gemma":0.0018535646,"threshold_uncertainty_score":0.99985963},"labels":[],"label_agreement":null},{"id":"W4235168091","doi":"10.21203/rs.3.rs-27542/v2","title":"Hiding in Plain Sight: The Absence of Consideration of the Gendered Dimensions in ‘Source’ Country Perspectives of Health Worker Migration","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Alberta; University of Ottawa","funders":"","keywords":"Sight; Business; Geography; Physics","score_opus":0.18616237328355384,"score_gpt":0.48524160302793845,"score_spread":0.2990792297443846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235168091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95019114,0.005534643,0.000072478026,0.039757587,0.0001646928,0.0034769888,0.000107276326,0.000015263455,0.000679922],"genre_scores_gemma":[0.99788886,0.0015514959,0.00003837337,0.00006459935,0.00006144413,0.00022269896,0.00002757771,0.000019211499,0.00012576494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924265,0.0047576283,0.0010721281,0.00036609953,0.0009379268,0.00043973184],"domain_scores_gemma":[0.9954416,0.002754584,0.0006296678,0.0004976434,0.0006316461,0.00004483207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134651,0.00016577238,0.0005667306,0.00028929222,0.0006352693,0.000008073277,0.00031193992,0.00022311095,0.00005258877],"category_scores_gemma":[0.0023040117,0.00010333105,0.00009653787,0.0007843512,0.00039144393,0.000048860864,0.0009498363,0.0019928827,0.0000021278647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016071844,0.00018367443,0.6700216,0.0027173227,0.00007085345,0.0000020724267,0.31247047,0.0010140011,0.0011094181,0.008366256,0.003597694,0.000285923],"study_design_scores_gemma":[0.00058797706,0.00011242225,0.68220913,0.006906869,0.0000071010395,2.025515e-7,0.30308616,0.001129518,0.00023602688,0.0051897457,0.0004173776,0.00011749154],"about_ca_topic_score_codex":0.010141136,"about_ca_topic_score_gemma":0.020370655,"teacher_disagreement_score":0.047697686,"about_ca_system_score_codex":0.00043977107,"about_ca_system_score_gemma":0.0014932445,"threshold_uncertainty_score":0.997505},"labels":[],"label_agreement":null},{"id":"W4235178661","doi":"10.22215/etd/2019-13982","title":"Deportability, Labour and Health in Canada’s Late Capitalism","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Solidarity; Capitalism; Deportation; Mental health; Refugee; Political science; Immigration; Context (archaeology); Multinational corporation; Vulnerability (computing); Sociology; Politics; Law; Medicine; Geography","score_opus":0.0431930243906945,"score_gpt":0.4035434252357287,"score_spread":0.3603504008450342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235178661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95572525,0.0018585178,1.7681008e-7,0.011457343,0.0018528362,0.0011538273,0.00008293143,0.000030628074,0.02783851],"genre_scores_gemma":[0.83098096,0.0013072694,0.000010816137,0.0029377716,0.000066046705,0.000080961145,0.0008096413,0.000034308043,0.16377224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981449,0.00014994924,0.0006830064,0.0003332401,0.00019409675,0.0004947794],"domain_scores_gemma":[0.99916863,0.000119201286,0.00030694169,0.0002071811,0.000095469135,0.00010260036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043278353,0.00021812978,0.00056757923,0.00008478528,0.0002885308,0.00000413071,0.00008191758,0.00017916867,0.0005242916],"category_scores_gemma":[0.000035296463,0.00018369804,0.000024510326,0.00007917747,0.00000766163,0.000043320757,0.000049823957,0.0005869465,0.000026836575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015002212,0.000011239334,0.9524664,0.0016440032,0.000027507833,0.0000046702,0.0064604804,3.356346e-7,9.187674e-7,0.0043791714,0.03359497,0.0013952927],"study_design_scores_gemma":[0.00032635263,0.000018338755,0.97157913,0.00031913584,0.0000062652234,1.012606e-7,0.016129246,0.0000021827598,8.3833373e-7,0.00056982355,0.010875071,0.0001735244],"about_ca_topic_score_codex":0.99848026,"about_ca_topic_score_gemma":0.9999622,"teacher_disagreement_score":0.13593373,"about_ca_system_score_codex":0.00080001267,"about_ca_system_score_gemma":0.007027346,"threshold_uncertainty_score":0.9986019},"labels":[],"label_agreement":null},{"id":"W4235549302","doi":"10.1007/s10926-017-9718-x","title":"Erratum to: Development of the Return-to-Work Obstacles and Self-Efficacy Scale (ROSES) and Validation with Workers Suffering from a Common Mental Disorder or Musculoskeletal Disorder","year":2017,"lang":"en","type":"erratum","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université du Québec à Montréal; Université de Sherbrooke; Public Health Ontario; Centre for Disability Prevention and Rehabilitation; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Université de Montréal; Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Health psychology; Scale (ratio); Rehabilitation; Psychology; Musculoskeletal disorder; Clinical psychology; Psychiatry; Work (physics); Medicine; Physical therapy; Public health; Engineering; Environmental health; Human factors and ergonomics; Nursing; Cartography; Poison control; Geography","score_opus":0.030727056557159984,"score_gpt":0.3852361657465188,"score_spread":0.35450910918935885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235549302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99052465,0.00038443913,0.00026068618,0.0038513627,0.0033239275,0.0013605378,0.00007268906,0.000014735964,0.00020696987],"genre_scores_gemma":[0.979497,0.00015031072,0.014559046,0.00011500486,0.00069000875,0.00014691675,0.00023168816,0.00007284276,0.004537176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969558,0.0004619056,0.0011151009,0.00031696103,0.0008871584,0.00026304746],"domain_scores_gemma":[0.9961303,0.0013767885,0.001426057,0.00027876472,0.0006390427,0.00014908235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092101144,0.00032172166,0.0006040077,0.00022381345,0.0012933097,0.000047390728,0.0002537332,0.00024809985,0.00003349438],"category_scores_gemma":[0.0010333987,0.00019621072,0.00011030928,0.00024032168,0.00014832127,0.0002888106,0.00026018138,0.0007224756,0.0000023865887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013188603,0.00028557095,0.902932,0.00039622435,0.0002575826,5.903594e-7,0.029970575,0.000030202304,0.000021245924,0.000010335506,0.05613643,0.008640409],"study_design_scores_gemma":[0.0011786054,0.0005109085,0.9482036,0.0031436956,0.00014004592,9.991579e-7,0.0045776153,0.000009884493,0.0000035430794,0.00011348996,0.041888054,0.0002295466],"about_ca_topic_score_codex":0.0001475619,"about_ca_topic_score_gemma":0.00236899,"teacher_disagreement_score":0.04527164,"about_ca_system_score_codex":0.0002918235,"about_ca_system_score_gemma":0.00075860077,"threshold_uncertainty_score":0.9947223},"labels":[],"label_agreement":null},{"id":"W4235657653","doi":"10.23943/princeton/9780691196336.003.0005","title":"Work and Unemployment","year":2019,"lang":"en","type":"book-chapter","venue":"Princeton University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Boss; Work (physics); Quarter (Canadian coin); Labour economics; Economics; Demographic economics; Economic growth; Engineering; History","score_opus":0.0679222976302923,"score_gpt":0.3060091599922923,"score_spread":0.238086862362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235657653","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009841953,0.00027636593,0.000015184045,0.00035127238,0.000499873,0.0011571498,0.000054428223,0.00018866941,0.99647284],"genre_scores_gemma":[0.0017683691,0.00060873874,0.00003745511,0.00020508122,0.0001494187,0.0000025583236,0.000017001496,0.000051704978,0.99715966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849355,0.00008223888,0.0002541729,0.0005017699,0.00025828686,0.00040999352],"domain_scores_gemma":[0.998777,0.00021400853,0.00029567012,0.0004565352,0.000118534095,0.00013829651],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000158672,0.00036093962,0.0005174375,0.00012183456,0.00064189086,0.000009439671,0.0002821433,0.0004589984,0.00016533531],"category_scores_gemma":[0.0000064914384,0.00036705742,0.00010689396,0.000006387788,0.00017512086,0.000047956695,0.0012538002,0.00083514745,0.00009986134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001601048,0.0000068800605,0.005241915,0.0003450725,0.00025289616,0.000032694825,0.0010583211,4.853795e-7,0.0000012926533,0.9756735,0.014296457,0.0029303834],"study_design_scores_gemma":[0.0007353539,0.000046473255,0.00085547805,0.0005747323,0.00016036318,2.66608e-7,0.00008443046,6.8959076e-7,0.0000032906407,0.00056332874,0.9966146,0.00036103028],"about_ca_topic_score_codex":0.00011529422,"about_ca_topic_score_gemma":0.00003974722,"teacher_disagreement_score":0.9823181,"about_ca_system_score_codex":0.0002382517,"about_ca_system_score_gemma":0.00013985386,"threshold_uncertainty_score":0.9998781},"labels":[],"label_agreement":null},{"id":"W4235713240","doi":"10.32920/ryerson.14646117","title":"Remaining Competitive in the Global Economy Through Temporary Migrant Labour? One \"Short-term\" Step Forward and two \"Long-term\" Steps Backward in Canadian Immigration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Term (time); Scope (computer science); Equity (law); Phenomenon; Labour economics; Economics; Immigration policy; Political science; Law","score_opus":0.06211209615688597,"score_gpt":0.38428613090979186,"score_spread":0.3221740347529059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235713240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215582,0.0018719021,0.00016926108,0.013535077,0.0005795735,0.0029778457,0.00029770605,0.000058130223,0.058952324],"genre_scores_gemma":[0.9933581,0.00088814204,0.00043552992,0.002992625,0.00028618623,0.0006893833,0.00087824545,0.000037925536,0.0004338695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951331,0.0013849703,0.0012438019,0.0009044193,0.00027380552,0.0010599114],"domain_scores_gemma":[0.99820864,0.00046668862,0.00030310304,0.00060958794,0.00020090688,0.00021109621],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014882862,0.0005452304,0.0010134374,0.00020828613,0.0006565838,0.0001226405,0.00041522062,0.00048200574,0.00023252874],"category_scores_gemma":[0.000063212865,0.00044780577,0.0001417181,0.00032598586,0.00014016876,0.00032131516,0.0007959754,0.001635018,0.00001834164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004089434,0.00006423789,0.96713173,0.0006025337,0.00013893799,0.00013768543,0.018894434,0.0000057582674,9.234774e-7,0.0119615905,0.0005165367,0.0005047595],"study_design_scores_gemma":[0.0011046133,0.000055216176,0.9539184,0.0024490263,0.000057869063,0.000004490416,0.03656484,0.0000424416,0.0000020806156,0.0013089334,0.00398929,0.00050281914],"about_ca_topic_score_codex":0.68957543,"about_ca_topic_score_gemma":0.9930213,"teacher_disagreement_score":0.3034459,"about_ca_system_score_codex":0.0011978719,"about_ca_system_score_gemma":0.0015795553,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W4236164853","doi":"10.1787/b8ff7fa7-en","title":"Foreword","year":2021,"lang":"en","type":"book-chapter","venue":"OECD reviews on local job creation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Shock (circulatory); Pandemic; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Economic impact analysis; Economic policy; Business; Economics; Economic growth; Geography; Medicine","score_opus":0.10372158956262321,"score_gpt":0.42411467970296857,"score_spread":0.32039309014034534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236164853","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000980121,0.031760585,0.0011150013,0.0024109005,0.0008994928,0.0017418955,0.00006676917,0.000096091215,0.96189946],"genre_scores_gemma":[0.00015100816,0.07648446,0.0000820763,0.003017135,0.001097815,0.0002687178,0.00053459534,0.00007948613,0.9182847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975364,0.00024761993,0.0010187384,0.0004953241,0.00035086888,0.0003510238],"domain_scores_gemma":[0.9983111,0.00028347038,0.00056686427,0.0005461248,0.00018003867,0.00011242265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057238335,0.0004496292,0.0010575552,0.00011082044,0.0006022133,0.0000078451,0.00014644819,0.0005880165,0.009229083],"category_scores_gemma":[0.00008882229,0.00033980494,0.00036170447,0.000029865243,0.00009286966,0.000057524467,0.00012412768,0.0009445603,0.011041012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025285479,0.000014340699,0.00029287257,0.0009133084,0.00007229722,0.000009914476,0.00015945938,4.685666e-7,0.0000012586477,0.45913753,0.2696317,0.26974154],"study_design_scores_gemma":[0.0002451293,0.00009792461,0.00038967113,0.005322203,0.00017056068,6.5794177e-7,0.000040913754,0.0000036229937,0.0000015275261,0.0052667353,0.9881539,0.000307157],"about_ca_topic_score_codex":0.00004658448,"about_ca_topic_score_gemma":0.00033867435,"teacher_disagreement_score":0.7185222,"about_ca_system_score_codex":0.000355127,"about_ca_system_score_gemma":0.00012366244,"threshold_uncertainty_score":0.9999054},"labels":[],"label_agreement":null},{"id":"W4236168177","doi":"10.1007/978-94-007-0753-5_102458","title":"Measuring Well-Being in Canada","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"History","score_opus":0.06538132548604204,"score_gpt":0.31579463978939265,"score_spread":0.2504133143033506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236168177","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027247248,0.00015611864,0.000014472425,0.0019594391,0.0009850722,0.00038178923,0.0000027511778,0.00004943277,0.99617845],"genre_scores_gemma":[0.055541303,0.00017740836,0.000014127788,0.002001514,0.00041292535,0.000027686254,0.000010781964,0.00005390974,0.94176036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984418,0.00004801688,0.0005164113,0.0002644906,0.0002959391,0.00043333066],"domain_scores_gemma":[0.9991631,0.0002901624,0.00015666476,0.00024133603,0.000072111136,0.00007665957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002782503,0.00025007778,0.00046132042,0.00010103666,0.00032979008,0.000002337348,0.00014208058,0.00019584133,0.004170135],"category_scores_gemma":[0.000027383248,0.00021264216,0.000047875466,0.000014761775,0.00001547266,0.000017289254,0.00018478619,0.0007978029,0.00055302295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013592795,0.0000022053482,0.09971905,0.0004999678,0.00009427969,0.00004149787,0.00074300537,0.0000025435934,0.0000010225177,0.690607,0.20465653,0.0036193011],"study_design_scores_gemma":[0.00026431374,0.000007388699,0.0035226604,0.0009993181,0.00001773155,1.7504406e-7,0.00017642173,0.0000039332713,0.0000012349254,0.010834417,0.9838838,0.000288636],"about_ca_topic_score_codex":0.92793214,"about_ca_topic_score_gemma":0.998088,"teacher_disagreement_score":0.77922726,"about_ca_system_score_codex":0.0010318949,"about_ca_system_score_gemma":0.0010054244,"threshold_uncertainty_score":0.99674016},"labels":[],"label_agreement":null},{"id":"W4236371601","doi":"10.2307/j.ctt194xgtm.16","title":"Temporary Employment Agency Workers in Montreal:","year":2015,"lang":"en","type":"book-chapter","venue":"Pluto Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Business; Sociology; Social science","score_opus":0.17086082743267247,"score_gpt":0.3882640407254615,"score_spread":0.21740321329278903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236371601","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055423856,0.005830303,0.0000052334085,0.00029718303,0.0013241884,0.0022820074,0.00012654685,0.0003016275,0.9892787],"genre_scores_gemma":[0.0040745707,0.00035058215,0.000023692444,0.00033780225,0.0006573628,0.0006291387,0.00008880677,0.0001837065,0.9936543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642885,0.0002455237,0.0011598427,0.00071803515,0.0006302745,0.00081750157],"domain_scores_gemma":[0.9979148,0.0002974136,0.00054742146,0.00077856285,0.0001909547,0.00027087747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007305625,0.00068400125,0.00097429514,0.0002565591,0.00042098085,0.000015281294,0.00043507715,0.0007915342,0.00048191016],"category_scores_gemma":[0.00004861054,0.00060844846,0.00019154674,0.000010744494,0.00013552536,0.00006849834,0.00070840016,0.001731414,0.0004448706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004148678,0.00007420563,0.036348715,0.0007665285,0.00059087854,0.0003763775,0.017878525,0.000005620817,0.0000027328747,0.061944023,0.85491514,0.026682358],"study_design_scores_gemma":[0.0011565576,0.00008280175,0.0034893223,0.001723662,0.00010241637,6.7862663e-7,0.0001945819,0.000002300204,0.0000012756911,0.028399426,0.9642115,0.0006354576],"about_ca_topic_score_codex":0.016982513,"about_ca_topic_score_gemma":0.009439602,"teacher_disagreement_score":0.10929635,"about_ca_system_score_codex":0.00040399074,"about_ca_system_score_gemma":0.00036473875,"threshold_uncertainty_score":0.9996367},"labels":[],"label_agreement":null},{"id":"W4236526898","doi":"10.32920/14753889","title":"Caught between a rock and a hard place: mental health of migrant live-in caregivers in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Snowball sampling; Focus group; Thematic analysis; Population; Psychology; Qualitative research; Sociology; Medicine; Psychiatry; Environmental health; Social science","score_opus":0.044021609187066914,"score_gpt":0.3563618443602759,"score_spread":0.31234023517320897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236526898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96884876,0.0033932773,0.0000041498315,0.024484387,0.0005535455,0.0013667371,0.00043231616,0.000015837464,0.00090097653],"genre_scores_gemma":[0.99430925,0.0018107396,0.000102883,0.00048217698,0.000062949606,0.000116536496,0.00023122448,0.00002191918,0.0028623266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973599,0.0004765428,0.0008321921,0.00047239964,0.00030511085,0.00055385346],"domain_scores_gemma":[0.99894303,0.00027289236,0.00031521902,0.00025174287,0.00007154677,0.0001455632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003680746,0.000268337,0.0010126679,0.00015522484,0.00020318115,0.000004465402,0.00014832297,0.00018343385,0.00022271945],"category_scores_gemma":[0.0000373351,0.00024606907,0.00005609291,0.0001322513,0.000023425446,0.000031942425,0.0009475889,0.0009849282,0.0000019353915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029171893,0.000015891594,0.91923374,0.001475824,0.00007985275,0.000017848213,0.047914106,0.000016632583,0.0000013293889,0.000011561959,0.030939853,0.00026417623],"study_design_scores_gemma":[0.0017450246,0.00003855051,0.821137,0.0031874715,0.000019310748,4.2636455e-7,0.16484372,0.00003873203,0.0000050414296,0.000029394272,0.008637099,0.00031820513],"about_ca_topic_score_codex":0.996552,"about_ca_topic_score_gemma":0.99959743,"teacher_disagreement_score":0.11692961,"about_ca_system_score_codex":0.0020696695,"about_ca_system_score_gemma":0.006301867,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W4236763982","doi":"10.4095/301072","title":"Labour Force Occupation, 2001 - Health Occupations (by census division)","year":2010,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Division (mathematics); Geography; Demographic economics; Sociology; Demography; Economics; Mathematics; Population; Arithmetic","score_opus":0.11528258829994381,"score_gpt":0.4875835730625625,"score_spread":0.3723009847626187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236763982","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007205517,0.005042557,0.002959165,0.039894506,0.018320953,0.006845536,0.011262718,0.0017701403,0.9066989],"genre_scores_gemma":[0.011153244,0.009525486,0.00076847896,0.005733566,0.0022771873,0.00077127555,0.007278466,0.00019296489,0.96229935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940851,0.00046452603,0.001836493,0.00079338066,0.0013720277,0.0014485145],"domain_scores_gemma":[0.99440676,0.0006933257,0.0014702484,0.00078209053,0.0021843365,0.0004632517],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023846517,0.00062302675,0.0011282671,0.00029107658,0.0035832522,0.00002762468,0.00040380022,0.0010904169,0.006419087],"category_scores_gemma":[0.0013779753,0.000496744,0.0002355691,0.0004202947,0.000100465426,0.00015394515,0.00043041326,0.0025291676,0.00092287356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009187428,0.00007978171,0.1417019,0.0004972864,0.00009387111,0.0000014374718,0.00031727823,1.7255273e-7,0.000003378205,0.0010712655,0.8532431,0.0029813224],"study_design_scores_gemma":[0.0004346765,0.00008305555,0.13654986,0.00034518482,0.000040835115,0.0000012156573,0.0003681365,0.00000248544,0.0000011523742,0.0004576395,0.86129594,0.000419795],"about_ca_topic_score_codex":0.024697006,"about_ca_topic_score_gemma":0.023619013,"teacher_disagreement_score":0.055600427,"about_ca_system_score_codex":0.0008091291,"about_ca_system_score_gemma":0.0046242145,"threshold_uncertainty_score":0.99985504},"labels":[],"label_agreement":null},{"id":"W4236795172","doi":"10.1176/appi.ps.58.1.63","title":"Do Canada and the United States Differ in Prevalence of Depression and Utilization of Services?","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residence; Depression (economics); Gerontology; Population; Ethnic group; Demography; Medicine; Psychiatry; Political science; Sociology; Law","score_opus":0.019761679271726857,"score_gpt":0.3443741669157278,"score_spread":0.32461248764400097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236795172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909966,0.007416614,0.000009678918,0.00067126093,0.00016842794,0.0003868755,0.000020593328,0.00000851547,0.00032142366],"genre_scores_gemma":[0.9949633,0.0043974365,0.000031516574,0.0004920263,0.000031324013,0.00001106218,0.000014016782,0.000007006932,0.000052334726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891615,0.00015501615,0.0004208101,0.00014655956,0.00018104001,0.00018041636],"domain_scores_gemma":[0.998865,0.0005418028,0.0003052654,0.00014320163,0.00010997896,0.000034715737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005473895,0.000095472256,0.000187587,0.00012431668,0.00018111113,0.0000026926996,0.00011470957,0.00005467045,0.000019617324],"category_scores_gemma":[0.000008954295,0.000058311012,0.000010701891,0.00043100884,0.000046552777,0.000055685825,0.00010747867,0.000107529726,1.792451e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001829701,0.00001862393,0.9869767,0.003935423,0.000013317141,1.8042162e-7,0.008245287,0.000003990353,0.0000068498257,0.00025251025,0.000045388162,0.00031874966],"study_design_scores_gemma":[0.001275583,0.000017019353,0.988372,0.00020161008,0.00003828051,1.7284417e-7,0.008247844,0.00035316267,0.00001674686,0.0009802185,0.00044044625,0.000056896515],"about_ca_topic_score_codex":0.5838038,"about_ca_topic_score_gemma":0.7419189,"teacher_disagreement_score":0.15811516,"about_ca_system_score_codex":0.000013816804,"about_ca_system_score_gemma":0.000034787296,"threshold_uncertainty_score":0.41896772},"labels":[],"label_agreement":null},{"id":"W4236898397","doi":"10.4095/301049","title":"Labour Force Occupation, 2006 - Management (by census subdivision)","year":2010,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Subdivision; Geography; Demography; Sociology; Archaeology; Population","score_opus":0.06166487371187026,"score_gpt":0.4353914416063991,"score_spread":0.37372656789452885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236898397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002285382,0.0012058137,0.00027247472,0.002409769,0.006429985,0.0020978586,0.001131095,0.00045820506,0.9837094],"genre_scores_gemma":[0.0048356173,0.0060922178,0.00028423086,0.0012879467,0.001325693,0.0004984476,0.0017799119,0.00010574263,0.9837902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960929,0.00016515033,0.0010700386,0.0006330475,0.0011911229,0.0008477329],"domain_scores_gemma":[0.997273,0.00022942542,0.0006337668,0.0006054029,0.0010954769,0.00016291917],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012210045,0.00048537456,0.0006682693,0.00020472475,0.0013913271,0.000019776431,0.00035155157,0.0008423359,0.0054101422],"category_scores_gemma":[0.00018689422,0.0003726679,0.00016885938,0.00022162747,0.00006034301,0.00008329368,0.0005870345,0.0014524484,0.0012200034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012850818,0.00004818323,0.054306608,0.0008660101,0.00018580157,0.000010205335,0.00009084204,4.171526e-8,0.0000023513605,0.006009112,0.9349652,0.0035027848],"study_design_scores_gemma":[0.00043554377,0.000028095272,0.06953461,0.00028488965,0.00012264788,7.831235e-7,0.0003555244,6.9965427e-7,0.000002969528,0.00073959,0.9281061,0.0003885473],"about_ca_topic_score_codex":0.0040671164,"about_ca_topic_score_gemma":0.0027459848,"teacher_disagreement_score":0.015227998,"about_ca_system_score_codex":0.00032810713,"about_ca_system_score_gemma":0.00034356778,"threshold_uncertainty_score":0.99990875},"labels":[],"label_agreement":null},{"id":"W4237189706","doi":"10.32920/14753889.v1","title":"Caught between a rock and a hard place: mental health of migrant live-in caregivers in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mental health; Snowball sampling; Focus group; Thematic analysis; Population; Psychology; Qualitative research; Medicine; Sociology; Gerontology; Psychiatry; Environmental health","score_opus":0.044021609187066914,"score_gpt":0.3563618443602759,"score_spread":0.31234023517320897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237189706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96884876,0.0033932773,0.0000041498315,0.024484387,0.0005535455,0.0013667371,0.00043231616,0.000015837464,0.00090097653],"genre_scores_gemma":[0.99430925,0.0018107396,0.000102883,0.00048217698,0.000062949606,0.000116536496,0.00023122448,0.00002191918,0.0028623266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973599,0.0004765428,0.0008321921,0.00047239964,0.00030511085,0.00055385346],"domain_scores_gemma":[0.99894303,0.00027289236,0.00031521902,0.00025174287,0.00007154677,0.0001455632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003680746,0.000268337,0.0010126679,0.00015522484,0.00020318115,0.000004465402,0.00014832297,0.00018343385,0.00022271945],"category_scores_gemma":[0.0000373351,0.00024606907,0.00005609291,0.0001322513,0.000023425446,0.000031942425,0.0009475889,0.0009849282,0.0000019353915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029171893,0.000015891594,0.91923374,0.001475824,0.00007985275,0.000017848213,0.047914106,0.000016632583,0.0000013293889,0.000011561959,0.030939853,0.00026417623],"study_design_scores_gemma":[0.0017450246,0.00003855051,0.821137,0.0031874715,0.000019310748,4.2636455e-7,0.16484372,0.00003873203,0.0000050414296,0.000029394272,0.008637099,0.00031820513],"about_ca_topic_score_codex":0.996552,"about_ca_topic_score_gemma":0.99959743,"teacher_disagreement_score":0.11692961,"about_ca_system_score_codex":0.0020696695,"about_ca_system_score_gemma":0.006301867,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W4237813988","doi":"10.1007/978-94-007-0753-5_104314","title":"Underemployment","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Underemployment; Economics; Unemployment; Economic growth","score_opus":0.10769993900661927,"score_gpt":0.4008901593245725,"score_spread":0.2931902203179532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237813988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000058746687,0.00028484515,0.00037582993,0.0052281255,0.001080728,0.0006302925,0.000012669088,0.00030696427,0.99207467],"genre_scores_gemma":[0.0006049464,0.00036522088,0.00004812934,0.0044826693,0.0010388206,0.00004980613,0.000045366087,0.000089057976,0.993276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848,0.00004117577,0.0004929553,0.0003236433,0.00027690644,0.00038529173],"domain_scores_gemma":[0.9988819,0.00027429318,0.00022275075,0.00040441746,0.00011841122,0.00009826593],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023003193,0.0003231243,0.00048132235,0.0000894768,0.0005878095,0.000003917813,0.00015720504,0.00045488952,0.022442333],"category_scores_gemma":[0.000015735532,0.000244798,0.0001398005,0.0000083454215,0.00006140028,0.0000145724325,0.00026878738,0.0006408057,0.012427061],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041493495,0.0000018231536,0.00039937164,0.000073174924,0.00006990741,0.0000013173276,0.0000955888,2.8669444e-8,3.189852e-7,0.6130649,0.38441262,0.0018768138],"study_design_scores_gemma":[0.00024450067,0.000049346516,0.00019283775,0.0002979421,0.000054143995,1.6044244e-7,0.000039486033,4.14737e-7,3.99885e-7,0.08014635,0.9187187,0.00025570585],"about_ca_topic_score_codex":0.00007400099,"about_ca_topic_score_gemma":0.00042079933,"teacher_disagreement_score":0.5343061,"about_ca_system_score_codex":0.0001543797,"about_ca_system_score_gemma":0.0000873342,"threshold_uncertainty_score":0.9982572},"labels":[],"label_agreement":null},{"id":"W4238204093","doi":"10.32920/ryerson.14646117.v1","title":"Remaining Competitive in the Global Economy Through Temporary Migrant Labour? One \"Short-term\" Step Forward and two \"Long-term\" Steps Backward in Canadian Immigration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Term (time); Scope (computer science); Equity (law); Phenomenon; Labour economics; Economics; Multinational corporation; Immigration policy; Political science; Law","score_opus":0.06211209615688597,"score_gpt":0.38428613090979186,"score_spread":0.3221740347529059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238204093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215582,0.0018719021,0.00016926108,0.013535077,0.0005795735,0.0029778457,0.00029770605,0.000058130223,0.058952324],"genre_scores_gemma":[0.9933581,0.00088814204,0.00043552992,0.002992625,0.00028618623,0.0006893833,0.00087824545,0.000037925536,0.0004338695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951331,0.0013849703,0.0012438019,0.0009044193,0.00027380552,0.0010599114],"domain_scores_gemma":[0.99820864,0.00046668862,0.00030310304,0.00060958794,0.00020090688,0.00021109621],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014882862,0.0005452304,0.0010134374,0.00020828613,0.0006565838,0.0001226405,0.00041522062,0.00048200574,0.00023252874],"category_scores_gemma":[0.000063212865,0.00044780577,0.0001417181,0.00032598586,0.00014016876,0.00032131516,0.0007959754,0.001635018,0.00001834164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004089434,0.00006423789,0.96713173,0.0006025337,0.00013893799,0.00013768543,0.018894434,0.0000057582674,9.234774e-7,0.0119615905,0.0005165367,0.0005047595],"study_design_scores_gemma":[0.0011046133,0.000055216176,0.9539184,0.0024490263,0.000057869063,0.000004490416,0.03656484,0.0000424416,0.0000020806156,0.0013089334,0.00398929,0.00050281914],"about_ca_topic_score_codex":0.68957543,"about_ca_topic_score_gemma":0.9930213,"teacher_disagreement_score":0.3034459,"about_ca_system_score_codex":0.0011978719,"about_ca_system_score_gemma":0.0015795553,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W4238555618","doi":"10.1002/9781118786352.wbieg0718","title":"Precarious Work","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Precarious work; Neoliberalism (international relations); Restructuring; Vulnerability (computing); Economic restructuring; Capitalism; Sociology; Politics; Variety (cybernetics); Embodied cognition; Relation (database); Discipline; Political economy; Work (physics); Political science; Economic geography; Economic system; Economics; Social science; Economic growth; Gender studies","score_opus":0.021116935392288646,"score_gpt":0.3627477983391264,"score_spread":0.34163086294683775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238555618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009112065,0.0029564155,0.00003485304,0.0008061153,0.0077211517,0.0004893872,0.000235873,0.00016766942,0.9874974],"genre_scores_gemma":[0.0010423122,0.010505929,0.00021121289,0.0001394225,0.0021519738,0.00016642247,0.00014792224,0.00019979665,0.985435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856305,0.00006665634,0.00036287756,0.0002941664,0.00042920688,0.00028403656],"domain_scores_gemma":[0.99830955,0.00013803656,0.0008749412,0.00045540454,0.00016134948,0.000060740946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014731575,0.00024951628,0.00039993643,0.0005400685,0.00020641295,0.000006523135,0.0007196349,0.00035419673,0.0053965636],"category_scores_gemma":[0.00013144795,0.00021942217,0.00023919708,0.000075764976,0.00016917677,0.00004369434,0.00029430995,0.00040736722,0.00029270657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015124268,0.000027277425,0.33776003,0.000058782894,0.00034765163,0.000003270294,0.00018747,8.6402395e-8,9.268009e-8,0.00042861703,0.65593535,0.0052362275],"study_design_scores_gemma":[0.000344963,0.000018439756,0.07601544,0.0010646967,0.00004946785,1.1276718e-7,0.00002209803,1.2924295e-7,1.5624441e-7,0.00046059483,0.9218473,0.00017658694],"about_ca_topic_score_codex":0.0026211066,"about_ca_topic_score_gemma":0.00081139844,"teacher_disagreement_score":0.26591194,"about_ca_system_score_codex":0.000023555314,"about_ca_system_score_gemma":0.00007538694,"threshold_uncertainty_score":0.99551266},"labels":[],"label_agreement":null},{"id":"W4239892621","doi":"10.24124/2007/bpgub481","title":"The state of employment of young adults with and without chronic physical and mental conditions.","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage; British Columbia Institute of Technology; University of Northern British Columbia","funders":"","keywords":"Psychology; Mental state; State (computer science); Humanities; Gerontology; Political science; Art; Medicine; Psychiatry; Computer science","score_opus":0.016603166853119765,"score_gpt":0.39691438698208015,"score_spread":0.3803112201289604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239892621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032485,0.0012765488,0.0000028538695,0.00012655134,0.00017303706,0.0010647562,0.00008622709,0.00001912782,0.0069260406],"genre_scores_gemma":[0.9806167,0.0017454828,0.000015243826,0.000017841216,0.00005985076,0.00011054865,0.0002763496,0.000024572786,0.017133439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884367,0.00006851725,0.00038484018,0.00019477247,0.00026347855,0.00024474386],"domain_scores_gemma":[0.9990821,0.0001780878,0.00037986698,0.00013184866,0.00018035718,0.000047728216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017218494,0.00019091695,0.0003650034,0.000057701647,0.0005324828,0.0000040315426,0.00005785598,0.000068204165,0.000023622888],"category_scores_gemma":[0.000009980887,0.00010676807,0.00003123324,0.00006640368,0.00019889126,0.000046193112,0.000041456,0.00024181801,0.0000017924635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005051707,0.00044273285,0.77076113,0.006348348,0.0019295276,0.0000030342103,0.17543933,0.0000013338259,0.0017542348,0.008039664,0.0075307083,0.022698272],"study_design_scores_gemma":[0.0040664263,0.0014427643,0.9364038,0.002796944,0.0002666697,0.0000013777955,0.050561383,0.00004135707,0.0017227234,0.0008445846,0.0014713694,0.00038059062],"about_ca_topic_score_codex":0.00093089277,"about_ca_topic_score_gemma":0.021754274,"teacher_disagreement_score":0.1656427,"about_ca_system_score_codex":0.00004965687,"about_ca_system_score_gemma":0.00011524926,"threshold_uncertainty_score":0.99609613},"labels":[],"label_agreement":null},{"id":"W4240599178","doi":"10.1016/s1701-2163(16)30230-4","title":"Surveillance du bien-être fœtal durant le travail : Ière partie","year":2002,"lang":"fr","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gynecology","score_opus":0.024094439545165294,"score_gpt":0.26292880297155885,"score_spread":0.23883436342639355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240599178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68165874,0.18539514,0.000012455373,0.06988051,0.057394046,0.0002407385,0.000127407,0.000008061227,0.0052829105],"genre_scores_gemma":[0.96812207,0.01796301,0.000042789732,0.0015660198,0.00032588653,0.0000044337844,0.0000023069047,0.000027281485,0.011946205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675095,0.00063925714,0.0011456897,0.00023186886,0.00041718045,0.00081508217],"domain_scores_gemma":[0.9926548,0.005238947,0.000895225,0.00016552537,0.0006098741,0.0004356438],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007124218,0.0002849501,0.0007869934,0.00020329341,0.00094085117,0.000022965412,0.0002346829,0.0003689877,0.0024435201],"category_scores_gemma":[0.0038979216,0.00024981675,0.00012421,0.0004918269,0.00025228647,0.00016022364,0.00011778047,0.0011121101,0.000011642579],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005966141,0.000175609,0.6355629,0.00017344984,0.00026867766,0.0039290804,0.0014126302,0.000021824451,0.0000014029941,0.00053225376,0.21790087,0.1400153],"study_design_scores_gemma":[0.0021740363,0.00035653013,0.5913925,0.00002582959,0.00006404614,0.00007772236,0.0019730995,0.00012509234,0.0000013746492,0.00010772006,0.40349647,0.00020555386],"about_ca_topic_score_codex":0.059828203,"about_ca_topic_score_gemma":0.36919206,"teacher_disagreement_score":0.30936384,"about_ca_system_score_codex":0.00095809,"about_ca_system_score_gemma":0.0014536055,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W4240903393","doi":"10.24124/2018/58847","title":"Firefighters, hostility, and satisfaction with life, job and marital relationship.","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Hostility; Psychology; Mental health; Job satisfaction; Social psychology; Clinical psychology; Structural equation modeling; Personality; Context (archaeology); Psychiatry","score_opus":0.03878214699951065,"score_gpt":0.3785244928222711,"score_spread":0.3397423458227604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240903393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93747926,0.0006968175,0.000008709805,0.0010799408,0.0005542737,0.00068023615,0.000028116863,0.00010914176,0.059363488],"genre_scores_gemma":[0.91431755,0.00040679253,0.0003069481,0.0002049825,0.00027648828,0.000120108794,0.0004225365,0.000037099748,0.08390748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988088,0.00011088658,0.00031509262,0.00034331818,0.00018369312,0.0002381914],"domain_scores_gemma":[0.99906445,0.00032323346,0.00018188417,0.00015127259,0.00016894672,0.00011020416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018292913,0.00023218516,0.0002836788,0.00010201811,0.0012305743,0.00002057614,0.000033948178,0.0003587367,0.00044824733],"category_scores_gemma":[0.00013904177,0.00016831902,0.000020296331,0.000083064806,0.00007578421,0.00016287368,0.000047580565,0.0004579471,0.000050524344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015260252,0.000005271165,0.97079027,0.00040225062,0.000061340885,7.7615016e-7,0.0031481753,3.4926853e-9,0.0000016746704,0.0015099526,0.022507459,0.0014202537],"study_design_scores_gemma":[0.00046493622,0.00013112967,0.98823106,0.00034577033,0.00010552039,6.721497e-7,0.004899425,0.0000019554545,9.0113116e-7,0.0010879466,0.0045310706,0.00019962233],"about_ca_topic_score_codex":0.0023299213,"about_ca_topic_score_gemma":0.059139572,"teacher_disagreement_score":0.056809653,"about_ca_system_score_codex":0.000038700568,"about_ca_system_score_gemma":0.00010922684,"threshold_uncertainty_score":0.9580287},"labels":[],"label_agreement":null},{"id":"W4240924469","doi":"10.1002/9781118786352.wbieg0222","title":"Intermediaries","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intermediary; Restructuring; Labour economics; Agency (philosophy); Business; Labor market segmentation; Division of labour; Secondary labor market; Labor relations; Matching (statistics); Market economy; Economics; Wage; Marketing; Finance","score_opus":0.020438939196895864,"score_gpt":0.37073241946899044,"score_spread":0.35029348027209456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240924469","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000082878585,0.0013948722,0.000055921566,0.001040655,0.009503772,0.000376183,0.00040347545,0.00016052592,0.9869817],"genre_scores_gemma":[0.00087003125,0.013831991,0.00015909114,0.00017889842,0.0025046645,0.0001454172,0.00019568007,0.00019377643,0.9819204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860024,0.000062642626,0.00038421454,0.00027439848,0.00040492744,0.00027355927],"domain_scores_gemma":[0.9982627,0.00016320037,0.0009160978,0.00042704545,0.00017151052,0.00005944115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015224548,0.0002512256,0.0004240505,0.00063259376,0.00020081316,0.000007315285,0.00077204115,0.00032690685,0.007161555],"category_scores_gemma":[0.00023724596,0.00021669774,0.00022868028,0.000045118326,0.0004809843,0.000062004314,0.0003698237,0.00040129383,0.00026608285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001358469,0.000025310588,0.25038162,0.00009863397,0.00036425004,0.0000042725696,0.0002070105,1.546649e-8,3.714633e-7,0.0022182825,0.74246484,0.0042218002],"study_design_scores_gemma":[0.00036845924,0.000023988006,0.027761096,0.0010402856,0.00004590413,2.2346218e-7,0.00008348312,3.1809583e-7,4.956766e-7,0.0010404768,0.9694544,0.00018086292],"about_ca_topic_score_codex":0.0017957384,"about_ca_topic_score_gemma":0.0010483902,"teacher_disagreement_score":0.22698957,"about_ca_system_score_codex":0.000020656209,"about_ca_system_score_gemma":0.000083480765,"threshold_uncertainty_score":0.99374604},"labels":[],"label_agreement":null},{"id":"W4240935298","doi":"10.31219/osf.io/yht9v","title":"Social Distancing as a Public Goods Dilemma: High Economic Cost Reduces Voluntary Compliance","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social distance; Compliance (psychology); Shock (circulatory); Government (linguistics); Turnover; Public good; Public economics; Distancing; Business; Test (biology); Economic cost; Economics; Demographic economics; Social psychology; Coronavirus disease 2019 (COVID-19); Psychology; Microeconomics; Medicine","score_opus":0.218386962953941,"score_gpt":0.4555068817342932,"score_spread":0.2371199187803522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240935298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51325375,0.00054463797,0.00031243067,0.29755872,0.007922103,0.0036830707,0.0009085714,0.001180608,0.1746361],"genre_scores_gemma":[0.9818615,0.00021404959,0.0002288918,0.0034368576,0.004193437,0.0010025903,0.0007319197,0.00009493684,0.008235857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631494,0.00041841227,0.0010428708,0.001004894,0.0002723352,0.00094656047],"domain_scores_gemma":[0.99818,0.00035161787,0.0006534504,0.00042190577,0.00014131825,0.00025175323],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004134234,0.00055753475,0.0010702088,0.00009974306,0.0022222684,0.0000856702,0.0006912876,0.000527908,0.0029463766],"category_scores_gemma":[0.0001155477,0.00052211515,0.00026325736,0.00010330848,0.00018780837,0.00018197086,0.0029753568,0.0020533795,0.0019333478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014081983,0.000089036075,0.09201401,0.0014840723,0.00072118064,0.00002247692,0.0072849873,0.000007629503,0.000027669466,0.14193875,0.7531869,0.003082508],"study_design_scores_gemma":[0.002444277,0.00014043057,0.2358345,0.0014057793,0.00030554133,0.000001513901,0.009533246,0.00024200193,0.000038311773,0.06762454,0.6802073,0.0022225755],"about_ca_topic_score_codex":0.009682646,"about_ca_topic_score_gemma":0.0056381314,"teacher_disagreement_score":0.4686077,"about_ca_system_score_codex":0.0011027672,"about_ca_system_score_gemma":0.0010338112,"threshold_uncertainty_score":0.999723},"labels":[],"label_agreement":null},{"id":"W4241248489","doi":"10.22215/etd/2020-13988","title":"Development of Canada’s Temporary Foreign Workers Program Since 1990","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Scholarship; Immigration; Government (linguistics); Political science; Neoliberalism (international relations); Politics; Process (computing); Sociology; Political economy; Development economics; Economics; Law","score_opus":0.05612155777385489,"score_gpt":0.3835343577464436,"score_spread":0.3274127999725887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241248489","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08906574,0.00043266447,0.000007836856,0.0018498839,0.0011501288,0.0026519718,0.000021032114,0.00022782075,0.90459293],"genre_scores_gemma":[0.62557083,0.000076243145,0.013636673,0.0011510322,0.00041633382,0.002101376,0.006087034,0.00017166465,0.3507888],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978657,0.00007128557,0.0008728272,0.00030445325,0.000454611,0.00043114036],"domain_scores_gemma":[0.9989253,0.0001077785,0.00048028576,0.00016167764,0.00019162592,0.00013331845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015819079,0.00028213186,0.000500378,0.000060008242,0.0006931722,0.000003471715,0.00020018125,0.00023838061,0.00031213404],"category_scores_gemma":[0.000057971654,0.0002297725,0.000060587376,0.0001763499,0.00001680361,0.000037236827,0.00006849068,0.0004572495,0.00002068063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002901728,0.00010892228,0.28260672,0.004346482,0.0005513661,0.000016252645,0.012328848,2.5734394e-7,0.000025712903,0.0046253297,0.67332584,0.021774106],"study_design_scores_gemma":[0.00041078567,0.00005770808,0.08710868,0.0013076105,0.00005344894,5.1780003e-8,0.13873239,0.0000034404493,0.00020797914,0.000119896824,0.77154654,0.0004514819],"about_ca_topic_score_codex":0.26452142,"about_ca_topic_score_gemma":0.94223934,"teacher_disagreement_score":0.6777179,"about_ca_system_score_codex":0.0002427136,"about_ca_system_score_gemma":0.009231201,"threshold_uncertainty_score":0.9963855},"labels":[],"label_agreement":null},{"id":"W4241744208","doi":"10.3138/cpp.35.1.99","title":"The Impact of Anti-Temporary Replacement Legislation on Work Stoppages: Empirical Evidence from Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Legislation; Work (physics); Empirical evidence; Employment protection legislation; Demographic economics; Business; Empirical research; Political science; Economics; Law; Economic growth; Engineering; Statistics","score_opus":0.1406399251361574,"score_gpt":0.4307847692195881,"score_spread":0.29014484408343066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241744208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80036455,0.0004882516,0.0000016557419,0.18797211,0.00023142836,0.00041102487,0.00012046636,0.00002344617,0.010387085],"genre_scores_gemma":[0.99193335,0.0001087269,0.0000036922115,0.005641513,0.0006025019,0.000026869038,0.00004320592,0.000012812987,0.0016273322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978582,0.00034644236,0.0004499393,0.00024137288,0.00030644482,0.00079756364],"domain_scores_gemma":[0.9977401,0.0007601593,0.00022219912,0.0005393732,0.00015719135,0.0005809579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048154662,0.00017715133,0.0002453549,0.00021308768,0.0012327718,0.000027367221,0.0003237462,0.00010481934,0.00017049507],"category_scores_gemma":[0.001276287,0.00011922985,0.0000768626,0.00062587636,0.00006324899,0.00016360164,0.000035743393,0.00034191285,0.000021360676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002131235,0.0000074261143,0.57513046,0.0000023233843,0.000037468693,0.0000034253533,0.00057398836,0.0000039486604,0.000003537773,0.00080586894,0.41985378,0.0035564632],"study_design_scores_gemma":[0.00019954499,0.00011263218,0.913653,0.00013452847,0.00000527828,1.4709572e-7,0.00029112044,0.0000069902007,0.00000281719,0.00043730214,0.08504457,0.00011207774],"about_ca_topic_score_codex":0.9974545,"about_ca_topic_score_gemma":0.9926594,"teacher_disagreement_score":0.33852255,"about_ca_system_score_codex":0.0033861115,"about_ca_system_score_gemma":0.023286162,"threshold_uncertainty_score":0.9822509},"labels":[],"label_agreement":null},{"id":"W4241946774","doi":"10.46692/9781447318354.001","title":"Disabled people, work and welfare","year":2015,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Leverhulme Trust; University of Illinois at Urbana-Champaign; School for Public Health Research; National Institute for Health and Care Excellence; University of Oxford; McMaster University; Department of Health, Social Services and Public Safety, UK Government; Joseph Rowntree Foundation; National Institute for Health and Care Research; Economic and Social Research Council; European Commission; Middlesex University","keywords":"Work (physics); Welfare; Disabled people; Sociology; Psychology; Economics; Engineering; Applied psychology; Market economy","score_opus":0.0471175261830746,"score_gpt":0.3849730157061643,"score_spread":0.33785548952308975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241946774","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000467002,0.0014766002,0.000003895713,0.012303197,0.0008304174,0.0006405148,0.000044821943,0.00045071953,0.98420316],"genre_scores_gemma":[0.0011530418,0.00036783304,0.000062704006,0.00042059994,0.0006117218,0.00010855089,0.00007999263,0.00029580697,0.9968997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891853,0.000112321584,0.00020079136,0.00025242235,0.00016323016,0.0003527091],"domain_scores_gemma":[0.9994008,0.00006376566,0.00011990725,0.00024421938,0.000049011145,0.00012232186],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000154262,0.00022814427,0.00042238767,0.00008686786,0.00031417227,0.000004961964,0.00009082533,0.00034790728,0.031921085],"category_scores_gemma":[0.00004786506,0.00015758356,0.00002684667,0.00014660343,0.000041787316,0.000016601636,0.00024619818,0.00031404124,0.00086519966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007637273,0.000008434357,0.10273643,0.00016407036,0.00005344474,9.3133673e-7,0.0005149436,3.036048e-9,1.1274189e-8,0.005295969,0.8909798,0.0002383288],"study_design_scores_gemma":[0.00041650643,0.000015259355,0.008880762,0.00025470086,0.000036599155,7.3725865e-8,0.0012032352,4.988701e-8,7.879595e-9,0.00027116685,0.98872745,0.00019418086],"about_ca_topic_score_codex":0.0009602447,"about_ca_topic_score_gemma":0.010481257,"teacher_disagreement_score":0.09774765,"about_ca_system_score_codex":0.000032937154,"about_ca_system_score_gemma":0.00004768315,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W4243049106","doi":"10.4095/301051","title":"Labour Force Occupation, 2006 - Health Occupations (by census subdivision)","year":2010,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Subdivision; Geography; Demographic economics; Demography; Sociology; Economics; Population; Archaeology","score_opus":0.08836372945133568,"score_gpt":0.4731117768065292,"score_spread":0.3847480473551935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243049106","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008220916,0.00798438,0.002313033,0.03296074,0.020173382,0.0076989844,0.01972324,0.0020355282,0.8988898],"genre_scores_gemma":[0.013842582,0.0085598,0.00054795487,0.006041115,0.0029973735,0.0008075877,0.0097324895,0.0002187669,0.9572523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940607,0.0004712325,0.0019295069,0.0008209494,0.0014188766,0.001298729],"domain_scores_gemma":[0.9941905,0.0006623246,0.0015445198,0.00079424283,0.00240778,0.00040063643],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022114322,0.00064751384,0.0011530945,0.00031700684,0.0034955542,0.000030090532,0.00040821082,0.0011599582,0.004448261],"category_scores_gemma":[0.0011017009,0.0005233131,0.00024597236,0.00043694238,0.0001087503,0.0001572992,0.00037825224,0.00258924,0.0009569201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013282062,0.00007534655,0.12838499,0.0005541305,0.00008848922,0.0000015112388,0.00032617166,1.09310925e-7,0.0000029416883,0.0027237176,0.86551607,0.0023132658],"study_design_scores_gemma":[0.00045228755,0.00008070843,0.11684712,0.00032289574,0.000048823284,0.000001705393,0.00039088677,0.0000021920118,0.0000019344156,0.0004929953,0.8809099,0.0004485302],"about_ca_topic_score_codex":0.030399028,"about_ca_topic_score_gemma":0.025728233,"teacher_disagreement_score":0.058362532,"about_ca_system_score_codex":0.00078637653,"about_ca_system_score_gemma":0.004551786,"threshold_uncertainty_score":0.99982095},"labels":[],"label_agreement":null},{"id":"W4243265679","doi":"10.32920/ryerson.14656353","title":"Deprivation and Deservingness: Exploring Basic Income in Response to Immigrant Poverty","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Poverty; Framing (construction); Immigration; Basic income; Redistribution of income and wealth; Welfare; Social capital; Argument (complex analysis); Political science; Social exclusion; Redistribution (election); Sociology; Demographic economics; Development economics; Economic growth; Economics; Unemployment; Social science; Geography; Law","score_opus":0.11761428920538221,"score_gpt":0.3910946417612387,"score_spread":0.2734803525558565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243265679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981604,0.00040140827,0.00031882245,0.014528377,0.0009008052,0.0010447766,0.0000097402935,0.00012512726,0.0010669457],"genre_scores_gemma":[0.99359936,0.0005381599,0.000783868,0.0020576632,0.00013509062,0.0012528023,0.000026363685,0.00003863223,0.001568084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972543,0.0008041503,0.00065265805,0.0005916657,0.00024541822,0.00045178513],"domain_scores_gemma":[0.9982515,0.0008153686,0.0001321666,0.0005182702,0.00016653367,0.00011615583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015131,0.00027588513,0.00051296223,0.00035565323,0.00036907554,0.000029604409,0.00020411343,0.00026078025,0.00020662197],"category_scores_gemma":[0.000950765,0.0002409975,0.000057281974,0.00028830604,0.00001694588,0.00016352355,0.003331111,0.00075298967,0.000027424456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049678487,0.000036424215,0.97027683,0.00074478367,0.000038079572,0.000024880837,0.025421415,0.00002640359,0.00049958105,0.00023615165,0.00078756164,0.0014110852],"study_design_scores_gemma":[0.00054873613,0.00003141899,0.9814839,0.0021958337,0.000014862507,3.2396483e-7,0.012166996,0.000028387454,0.00005150914,0.0007147079,0.0024692756,0.0002940508],"about_ca_topic_score_codex":0.0064045824,"about_ca_topic_score_gemma":0.017116481,"teacher_disagreement_score":0.013254419,"about_ca_system_score_codex":0.00031039654,"about_ca_system_score_gemma":0.000212694,"threshold_uncertainty_score":0.98275924},"labels":[],"label_agreement":null},{"id":"W4243721689","doi":"10.21203/rs.3.rs-18028/v4","title":"Sickness absence trajectories following labour market participation patterns: a cohort study in Catalonia (Spain), 2012-2014","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Regional Development Fund; Karolinska Institutet","keywords":"Multinomial logistic regression; Latent class model; Demography; Cohort; Quarter (Canadian coin); Life course approach; Demographic economics; Longitudinal study; Logistic regression; Cohort study; Psychology; Geography; Medicine; Economics; Sociology; Statistics","score_opus":0.12467465321685291,"score_gpt":0.49793327791854697,"score_spread":0.3732586247016941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243721689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841341,0.0007600205,0.00007747529,0.0036121467,0.0012541487,0.0086270515,0.000300449,0.00021441323,0.0010202121],"genre_scores_gemma":[0.98697376,0.00029068414,0.000019581248,0.00009678622,0.0006971195,0.00791014,0.00028007934,0.00009234808,0.0036394708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9881767,0.0059326976,0.0010780813,0.0012364374,0.0020025724,0.001573522],"domain_scores_gemma":[0.9958937,0.0019047468,0.00026020742,0.0009760355,0.0006680704,0.00029722514],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007933208,0.0004777088,0.0010171327,0.00045928886,0.0012509096,0.000094507646,0.0007152383,0.00044497955,0.0009725378],"category_scores_gemma":[0.002046598,0.0004380219,0.00018703188,0.0006586557,0.00010342469,0.00024868175,0.0025748357,0.0038989973,0.0003516567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018054865,0.00033405898,0.9635776,0.0027007184,0.00022132238,0.0001923063,0.021369377,0.000013500239,0.00000740061,0.000094362236,0.0109991385,0.00030964153],"study_design_scores_gemma":[0.0009137474,0.00023633133,0.97915727,0.002085507,0.00004303692,9.853456e-8,0.01445058,0.000109165914,0.0000029249575,0.00048928254,0.0021235852,0.00038846652],"about_ca_topic_score_codex":0.027087176,"about_ca_topic_score_gemma":0.052406933,"teacher_disagreement_score":0.025319759,"about_ca_system_score_codex":0.00074838626,"about_ca_system_score_gemma":0.00087822665,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W4244224563","doi":"10.4324/9781003183488-6","title":"Making sense of precarity: talking about economic insecurity with millennials in Canada","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Precarity; Sociology; Political science; Gender studies","score_opus":0.06631534802565504,"score_gpt":0.35076362244257875,"score_spread":0.2844482744169237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244224563","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07327057,0.0023199732,0.0000023714367,0.000720929,0.00071745215,0.0008103014,0.0002024353,0.000029309274,0.9219267],"genre_scores_gemma":[0.6359476,0.0019342672,0.00012074572,0.0011141727,0.00039583567,0.000064932814,0.00008266935,0.000116174066,0.3602236],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979736,0.00010488267,0.0008773515,0.0004079494,0.00021990963,0.00041629327],"domain_scores_gemma":[0.99852484,0.0004015292,0.00054206257,0.00034926596,0.00012428834,0.000057982154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028430065,0.00033598547,0.00096804346,0.00012657851,0.00022614571,0.0000042707425,0.00010563848,0.00026984923,0.0023830086],"category_scores_gemma":[0.00002261369,0.00028792507,0.00007293428,0.000023389,0.00005727913,0.000045990233,0.00028721176,0.0007414174,0.000013398371],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003640277,0.000042132215,0.5530858,0.004907706,0.0014707717,0.0008302956,0.010022731,0.00004164651,0.00001412159,0.38096985,0.042090133,0.0061607864],"study_design_scores_gemma":[0.0032319215,0.00015554362,0.061403297,0.020893171,0.00034865277,0.00001345453,0.006699803,0.000033498956,0.000047161317,0.0057794,0.8992958,0.0020983152],"about_ca_topic_score_codex":0.8875984,"about_ca_topic_score_gemma":0.99860996,"teacher_disagreement_score":0.8572056,"about_ca_system_score_codex":0.0013087748,"about_ca_system_score_gemma":0.0040959003,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W4244295530","doi":"10.1093/cje/bez042","title":"Competing for hours: unstable work schedules and underemployment among hourly workers in Canada","year":2019,"lang":"en","type":"article","venue":"Cambridge Journal of Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underemployment; Economics; Labour economics; Work (physics); Demographic economics; Unemployment; Macroeconomics; Engineering","score_opus":0.03689203926044818,"score_gpt":0.2973593365366309,"score_spread":0.2604672972761827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244295530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950398,0.0007906622,0.000039474966,0.0014587832,0.0011109267,0.0004481973,0.00001970218,0.0000046469027,0.0010878105],"genre_scores_gemma":[0.99819535,0.0003348184,0.00040873105,0.0003799014,0.00023010769,0.00001129765,0.0000035093663,0.000026516975,0.00040976476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985404,0.000079154335,0.0007597754,0.00014433406,0.000057779525,0.00041853482],"domain_scores_gemma":[0.9983657,0.00064540136,0.0006408771,0.000114694085,0.00010480384,0.00012852608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007518835,0.00014467246,0.00046694433,0.00010604293,0.00018471673,0.000017314494,0.00013397349,0.00006428787,0.000018898307],"category_scores_gemma":[0.00006504917,0.00013373274,0.000060628285,0.000068951354,0.00003280718,0.00019341345,0.000073301904,0.00037250458,0.0000036747467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010942271,0.000009999947,0.9944277,0.00006326213,0.000074961696,0.000002507479,0.0002511244,0.00067499845,0.0000021425114,0.00060111843,0.0033089085,0.00047388952],"study_design_scores_gemma":[0.002200722,0.00009076811,0.9679061,0.0008990286,0.000031086092,0.0000019090323,0.02497578,0.00013481967,0.000011936613,0.00013276056,0.0034156928,0.00019936245],"about_ca_topic_score_codex":0.14652622,"about_ca_topic_score_gemma":0.50131,"teacher_disagreement_score":0.35478377,"about_ca_system_score_codex":0.0010166755,"about_ca_system_score_gemma":0.0012057294,"threshold_uncertainty_score":0.85915715},"labels":[],"label_agreement":null},{"id":"W4244393893","doi":"10.32920/ryerson.14656431","title":"Understanding the experience of older Chinese women whose socio-economic status changed after migration to Canada.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University","funders":"","keywords":"Injustice; Poverty; Immigration; Feeling; Power (physics); Sociology; State (computer science); Gender studies; Political science; Economic growth; Economics; Social psychology; Psychology","score_opus":0.08162297884816173,"score_gpt":0.3788201151813928,"score_spread":0.2971971363332311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244393893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794614,0.00028084026,0.00046855357,0.01519498,0.0017183976,0.0011313059,0.00009805248,0.0000320998,0.0016144023],"genre_scores_gemma":[0.98998773,0.00024219825,0.000034612585,0.002283827,0.00024720933,0.001871863,0.000041071416,0.000025862966,0.0052656136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99803746,0.0002410003,0.0005224409,0.00037926648,0.00023546677,0.00058438646],"domain_scores_gemma":[0.998814,0.0002644916,0.00024253674,0.00044605942,0.00009992465,0.0001330009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031469626,0.0002562045,0.0004412015,0.000066535504,0.0005303833,0.000021875376,0.00020048903,0.00016137204,0.0018406016],"category_scores_gemma":[0.00006655259,0.0001685396,0.000065232955,0.00008947496,0.00005344033,0.00005032938,0.0009370207,0.00045682638,0.000007321599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005221454,0.000015887377,0.3950659,0.0002722501,0.00012289517,0.0000027883302,0.59485734,0.000043752785,0.000025064082,0.00016730813,0.009310293,0.000064278516],"study_design_scores_gemma":[0.00032335558,0.000020758902,0.39169267,0.00035718517,0.000019595189,9.3096276e-8,0.60417,0.000049618386,0.000011499844,0.00049790693,0.0025446916,0.00031259697],"about_ca_topic_score_codex":0.6459929,"about_ca_topic_score_gemma":0.9722641,"teacher_disagreement_score":0.32627127,"about_ca_system_score_codex":0.0029697127,"about_ca_system_score_gemma":0.0014871659,"threshold_uncertainty_score":0.99907184},"labels":[],"label_agreement":null},{"id":"W4244440779","doi":"10.4095/301052","title":"Labour Force Occupation, 2006 - Health Occupations (by census division)","year":2010,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Division (mathematics); Geography; Demographic economics; Sociology; Demography; Economics; Population; Mathematics; Arithmetic","score_opus":0.08653240647340266,"score_gpt":0.47301871578587784,"score_spread":0.3864863093124752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244440779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070008175,0.0073390496,0.0034651076,0.03815429,0.019605936,0.0072943065,0.01872329,0.0019140926,0.8965031],"genre_scores_gemma":[0.017644059,0.0064946148,0.0006454248,0.005741641,0.0024188557,0.00081872713,0.00870601,0.0002042455,0.9573264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430823,0.00044175706,0.001851471,0.0007872008,0.0013732441,0.0012380929],"domain_scores_gemma":[0.9945373,0.00065585045,0.0014851841,0.0007706707,0.0021676633,0.000383329],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020008988,0.0006209081,0.0011074252,0.00029131785,0.0035843195,0.000028543653,0.00039320104,0.0010843364,0.004076496],"category_scores_gemma":[0.0010994385,0.00049447914,0.00023816773,0.00040434927,0.00010342006,0.00015077417,0.00041553983,0.0024769807,0.0008809514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008545771,0.00007312691,0.14646849,0.00051545474,0.000087418775,0.0000012357581,0.0003281588,2.0613369e-7,0.0000029676933,0.0016138483,0.8476879,0.0032126612],"study_design_scores_gemma":[0.00041197275,0.00007500744,0.14997655,0.00033309706,0.00004001083,0.0000010064526,0.00034912606,0.0000016909963,0.0000013232103,0.000489069,0.8479093,0.000411856],"about_ca_topic_score_codex":0.026813881,"about_ca_topic_score_gemma":0.02160634,"teacher_disagreement_score":0.060823314,"about_ca_system_score_codex":0.0007217647,"about_ca_system_score_gemma":0.0040085884,"threshold_uncertainty_score":0.999897},"labels":[],"label_agreement":null},{"id":"W4244882484","doi":"10.31235/osf.io/d2e7u","title":"Insecure People in Insecure Places: The Influence of Regional Unemployment on Workers’ Reactions to the Threat of Job Loss","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Mental health; Job insecurity; Job loss; Psychology; Perception; Multilevel model; Demographic economics; Social psychology; Economics; Work (physics); Economic growth; Psychiatry","score_opus":0.08445468286218795,"score_gpt":0.40585892669560086,"score_spread":0.32140424383341293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244882484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090381,0.00031177944,0.000012136312,0.07594351,0.000637008,0.002611,0.00011004139,0.000043726704,0.011292663],"genre_scores_gemma":[0.990085,0.001075384,0.000033553282,0.0013302915,0.00021087057,0.0009988677,0.000024759252,0.000034060948,0.006207199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967337,0.00055996317,0.0010485495,0.00050834613,0.0006694903,0.00047992732],"domain_scores_gemma":[0.99534315,0.0014376579,0.0009891826,0.0017375865,0.0004097617,0.000082635284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012046542,0.0003977048,0.0007139432,0.000198844,0.0010689618,0.000015916328,0.0012562185,0.0004425847,0.00015721604],"category_scores_gemma":[0.00045583717,0.00020780515,0.00019987187,0.0002687701,0.00028223655,0.000071540475,0.0016879168,0.0018879012,0.000054340544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039169885,0.00018757845,0.85531473,0.00060423947,0.0002195277,0.000002575919,0.05638349,0.0060816524,0.000013961688,0.012591768,0.068076044,0.00013272488],"study_design_scores_gemma":[0.0005724344,0.00014736007,0.94388855,0.004333361,0.000064542546,7.1067416e-7,0.008603189,0.000009890677,0.000011452935,0.006126432,0.03598276,0.0002593463],"about_ca_topic_score_codex":0.026527679,"about_ca_topic_score_gemma":0.14706668,"teacher_disagreement_score":0.12053901,"about_ca_system_score_codex":0.00021296093,"about_ca_system_score_gemma":0.0005578989,"threshold_uncertainty_score":0.9799548},"labels":[],"label_agreement":null},{"id":"W4245704244","doi":"10.2190/hs.40.2.c","title":"A Macro-Level Model of Employment Relations and Health Inequalities","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Macro; Inequality; Social determinants of health; Social inequality; Perspective (graphical); Government (linguistics); Industrial relations; Social policy; Sociology; Public economics; Affect (linguistics); Economics; Health care; Economic growth; Computer science","score_opus":0.136214504180745,"score_gpt":0.4696912558191027,"score_spread":0.3334767516383577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245704244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8881208,0.0016064855,0.0010809634,0.105912596,0.0020162696,0.0003236719,0.00015990167,0.000021465352,0.0007578621],"genre_scores_gemma":[0.9891942,0.0010140239,0.0027414325,0.005962946,0.00034933945,0.000010990082,0.000014405523,0.000015715223,0.0006969426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729043,0.00018654768,0.0015687542,0.00011839944,0.00056080916,0.0002750406],"domain_scores_gemma":[0.99674183,0.00022797262,0.0018885155,0.000114107286,0.00087750796,0.00015008166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020370847,0.00012608802,0.0004121167,0.00026234088,0.00039884335,0.000011647683,0.00030164374,0.00007249153,0.000108673936],"category_scores_gemma":[0.000030498752,0.000101346,0.00006854827,0.000070468464,0.000055013068,0.00026934658,0.00015177802,0.0005200646,0.000006534485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001930665,0.00028974717,0.8367076,0.0012369159,0.00041093447,0.0000034626473,0.07524523,0.00020203179,0.00037174372,0.066893615,0.005993363,0.012452287],"study_design_scores_gemma":[0.004125641,0.00072696694,0.8936229,0.0028785912,0.000038609007,0.000035351724,0.024187513,0.002468628,0.000050032184,0.04296703,0.028570978,0.000327797],"about_ca_topic_score_codex":0.0038096537,"about_ca_topic_score_gemma":0.005851926,"teacher_disagreement_score":0.10107342,"about_ca_system_score_codex":0.00012161246,"about_ca_system_score_gemma":0.00079005805,"threshold_uncertainty_score":0.57590824},"labels":[],"label_agreement":null},{"id":"W4245890360","doi":"10.21203/rs.3.rs-18028/v3","title":"Sickness absence trajectories following labour market participation patterns: a cohort study in Catalonia (Spain), 2012-2014","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Regional Development Fund; Karolinska Institutet","keywords":"Latent class model; Multinomial logistic regression; Demography; Cohort; Quarter (Canadian coin); Life course approach; Demographic economics; Longitudinal study; Logistic regression; Cohort study; Psychology; Geography; Medicine; Economics; Sociology; Social psychology","score_opus":0.12467465321685291,"score_gpt":0.49793327791854697,"score_spread":0.3732586247016941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245890360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841341,0.0007600205,0.00007747529,0.0036121467,0.0012541487,0.0086270515,0.000300449,0.00021441323,0.0010202121],"genre_scores_gemma":[0.98697376,0.00029068414,0.000019581248,0.00009678622,0.0006971195,0.00791014,0.00028007934,0.00009234808,0.0036394708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9881767,0.0059326976,0.0010780813,0.0012364374,0.0020025724,0.001573522],"domain_scores_gemma":[0.9958937,0.0019047468,0.00026020742,0.0009760355,0.0006680704,0.00029722514],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007933208,0.0004777088,0.0010171327,0.00045928886,0.0012509096,0.000094507646,0.0007152383,0.00044497955,0.0009725378],"category_scores_gemma":[0.002046598,0.0004380219,0.00018703188,0.0006586557,0.00010342469,0.00024868175,0.0025748357,0.0038989973,0.0003516567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018054865,0.00033405898,0.9635776,0.0027007184,0.00022132238,0.0001923063,0.021369377,0.000013500239,0.00000740061,0.000094362236,0.0109991385,0.00030964153],"study_design_scores_gemma":[0.0009137474,0.00023633133,0.97915727,0.002085507,0.00004303692,9.853456e-8,0.01445058,0.000109165914,0.0000029249575,0.00048928254,0.0021235852,0.00038846652],"about_ca_topic_score_codex":0.027087176,"about_ca_topic_score_gemma":0.052406933,"teacher_disagreement_score":0.025319759,"about_ca_system_score_codex":0.00074838626,"about_ca_system_score_gemma":0.00087822665,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W4246092239","doi":"10.46692/9781447318354.012","title":"Thinking differently about ‘work’ and social inclusion for disabled people","year":2015,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Psychology; Work (physics); Sociology; Social psychology; Engineering","score_opus":0.05737317187448004,"score_gpt":0.4025215402084761,"score_spread":0.34514836833399604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246092239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006204277,0.0009820345,0.0002140837,0.010984528,0.0012648297,0.0019746288,0.00014397925,0.00046656682,0.9833489],"genre_scores_gemma":[0.0040517095,0.00017478758,0.00014453783,0.00096214464,0.0016201107,0.00026821985,0.00030808078,0.0003093787,0.99216104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863917,0.00011352639,0.0002675639,0.00028333522,0.0002760434,0.00042036836],"domain_scores_gemma":[0.999312,0.0002004687,0.00021778233,0.00012985716,0.00007824983,0.00006164748],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003444516,0.00026275165,0.0005423405,0.00008912195,0.0021304446,0.000011833908,0.00015858345,0.00047431426,0.002049415],"category_scores_gemma":[0.00004219383,0.00018436983,0.00005959772,0.00007042693,0.00004196647,0.000024143481,0.0015694189,0.00028851262,0.0000486652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000361953,0.000021634274,0.027506059,0.0004888334,0.00006856395,1.6054739e-7,0.012383796,2.8572118e-9,4.3388377e-7,0.011202799,0.9477262,0.00056533667],"study_design_scores_gemma":[0.0011689235,0.000031643933,0.004723712,0.0003624768,0.000076006356,2.5707806e-8,0.0010392228,0.0000011728889,8.7424375e-8,0.008632866,0.98372024,0.00024364909],"about_ca_topic_score_codex":0.0005787567,"about_ca_topic_score_gemma":0.01488655,"teacher_disagreement_score":0.03599403,"about_ca_system_score_codex":0.000076439785,"about_ca_system_score_gemma":0.00007603804,"threshold_uncertainty_score":0.99916863},"labels":[],"label_agreement":null},{"id":"W4246207734","doi":"10.31235/osf.io/nd38q","title":"Insecure People in Insecure Places: The Influence of Regional Unemployment on Workers’ Reactions to the Threat of Job Loss","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Job loss; Job insecurity; Mental health; Psychology; Perception; Multilevel model; Demographic economics; Social psychology; Economics; Economic growth; Psychiatry","score_opus":0.08445468286218795,"score_gpt":0.40585892669560086,"score_spread":0.32140424383341293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246207734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090381,0.00031177944,0.000012136312,0.07594351,0.000637008,0.002611,0.00011004139,0.000043726704,0.011292663],"genre_scores_gemma":[0.990085,0.001075384,0.000033553282,0.0013302915,0.00021087057,0.0009988677,0.000024759252,0.000034060948,0.006207199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967337,0.00055996317,0.0010485495,0.00050834613,0.0006694903,0.00047992732],"domain_scores_gemma":[0.99534315,0.0014376579,0.0009891826,0.0017375865,0.0004097617,0.000082635284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012046542,0.0003977048,0.0007139432,0.000198844,0.0010689618,0.000015916328,0.0012562185,0.0004425847,0.00015721604],"category_scores_gemma":[0.00045583717,0.00020780515,0.00019987187,0.0002687701,0.00028223655,0.000071540475,0.0016879168,0.0018879012,0.000054340544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039169885,0.00018757845,0.85531473,0.00060423947,0.0002195277,0.000002575919,0.05638349,0.0060816524,0.000013961688,0.012591768,0.068076044,0.00013272488],"study_design_scores_gemma":[0.0005724344,0.00014736007,0.94388855,0.004333361,0.000064542546,7.1067416e-7,0.008603189,0.000009890677,0.000011452935,0.006126432,0.03598276,0.0002593463],"about_ca_topic_score_codex":0.026527679,"about_ca_topic_score_gemma":0.14706668,"teacher_disagreement_score":0.12053901,"about_ca_system_score_codex":0.00021296093,"about_ca_system_score_gemma":0.0005578989,"threshold_uncertainty_score":0.9799548},"labels":[],"label_agreement":null},{"id":"W4246312401","doi":"10.4324/9780203407530-16","title":"The well-being of military families: Coping with the stressors of military life among spouses of Canadian Armed Forces members","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stressor; Coping (psychology); Psychology; Gerontology; Medicine; Clinical psychology","score_opus":0.04292876508802055,"score_gpt":0.31072948831964786,"score_spread":0.2678007232316273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246312401","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097903006,0.022342024,0.0000023295843,0.005535485,0.00046183687,0.002091116,0.00019575718,0.000049622395,0.87141883],"genre_scores_gemma":[0.5226999,0.043065984,0.00013065308,0.0014031765,0.00041053665,0.0001666296,0.000116844196,0.00022628624,0.43178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710685,0.00019022544,0.0011349419,0.0003272309,0.0006449775,0.00059579604],"domain_scores_gemma":[0.995987,0.0018030846,0.00057509565,0.0007146724,0.00068330695,0.00023681959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008959911,0.00044466782,0.000964284,0.00041095732,0.00091545604,0.0000010741721,0.0005707163,0.0003307493,0.00039950645],"category_scores_gemma":[0.00017274632,0.00022724207,0.00019954801,0.00013918974,0.0013396272,0.00008711261,0.00021255336,0.0006296942,0.000006355441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006518412,0.000038001617,0.12219179,0.0044448553,0.0037193052,0.000015120421,0.08906801,0.00053573016,0.0000057105026,0.05444427,0.7243936,0.0004917914],"study_design_scores_gemma":[0.0019580494,0.00078241684,0.018039096,0.008153694,0.0010735571,7.921918e-7,0.25759885,0.00006479133,0.000065397406,0.0056312205,0.705533,0.0010991144],"about_ca_topic_score_codex":0.5960083,"about_ca_topic_score_gemma":0.918733,"teacher_disagreement_score":0.43963882,"about_ca_system_score_codex":0.00012643069,"about_ca_system_score_gemma":0.00096833234,"threshold_uncertainty_score":0.92666626},"labels":[],"label_agreement":null},{"id":"W4246347768","doi":"10.31219/osf.io/vfgm5","title":"Did the Great Recession affect mortality rates in the metropolitan United States? Effects on mortality by age, gender and cause of death","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Metropolitan area; Demography; Recession; Unemployment; Homicide; Mortality rate; Population; Medicine; Great recession; Injury prevention; Poison control; Economics; Environmental health; Labour economics; Economic growth","score_opus":0.17977370389176336,"score_gpt":0.4724213790163564,"score_spread":0.292647675124593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246347768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825426,0.0008877609,0.000040796647,0.004415065,0.00040250548,0.0031896618,0.0002696162,0.000096464595,0.008155568],"genre_scores_gemma":[0.9927198,0.0023248447,0.000013983028,0.0032076335,0.00012826979,0.0005030378,0.0006959062,0.000040320778,0.0003661999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992533,0.004881794,0.0007807547,0.00067138014,0.000588772,0.0005442759],"domain_scores_gemma":[0.99490184,0.0035235207,0.00048166027,0.00086730917,0.00011000652,0.000115642346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021837826,0.0005287495,0.000868239,0.00014075919,0.00068274856,0.000031266096,0.00048277993,0.00036110549,0.00007332094],"category_scores_gemma":[0.00049521663,0.00024849945,0.00014034892,0.0004193091,0.00020536034,0.000052681415,0.0010456957,0.0018069412,0.0000069193325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009884332,0.00010937455,0.9524088,0.002182361,0.000573073,0.000031604734,0.0072682877,0.0000064049063,0.00005114108,0.004757336,0.032434832,0.00007794256],"study_design_scores_gemma":[0.00076568715,0.00018810322,0.97636473,0.00061465753,0.00039102405,2.176306e-7,0.0071446984,0.00007793448,0.00039309871,0.012840856,0.00090623694,0.00031273844],"about_ca_topic_score_codex":0.026882846,"about_ca_topic_score_gemma":0.003292359,"teacher_disagreement_score":0.031528592,"about_ca_system_score_codex":0.00023261573,"about_ca_system_score_gemma":0.000083920546,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W4246398087","doi":"10.1007/978-94-007-0753-5_104498","title":"Well-Being Assessment","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Computer science","score_opus":0.050282304631986005,"score_gpt":0.409270321884052,"score_spread":0.35898801725206597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246398087","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014523479,0.00009078906,0.0005317484,0.004574128,0.0013860074,0.00060373324,0.0000039091615,0.00025648795,0.9925387],"genre_scores_gemma":[0.0020248392,0.0003654523,0.00022268236,0.0036936158,0.0013071763,0.00005806268,0.000049994203,0.000082338396,0.99219584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983642,0.00005973686,0.00052892603,0.0003389899,0.00030523195,0.0004028867],"domain_scores_gemma":[0.9987802,0.00035634823,0.00025574147,0.00038449763,0.00013186719,0.000091332695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003963771,0.0003241869,0.000517,0.00010135922,0.00080968055,0.000006426153,0.00016295392,0.00043894723,0.025018461],"category_scores_gemma":[0.0000118094395,0.0002491075,0.00014251424,0.000010031723,0.000048527716,0.000023055207,0.00031635244,0.00093412877,0.006643191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023922044,0.0000023047576,0.0020153134,0.00012136282,0.00007771123,0.0000026705395,0.00015585498,6.528989e-8,4.885914e-7,0.739766,0.25643378,0.0014220669],"study_design_scores_gemma":[0.00023782496,0.00004225943,0.00081433303,0.00043790793,0.00006430919,1.6431348e-7,0.00006964558,0.000003918205,3.0555353e-7,0.061729167,0.9363319,0.00026826566],"about_ca_topic_score_codex":0.00007548357,"about_ca_topic_score_gemma":0.00019493792,"teacher_disagreement_score":0.6798981,"about_ca_system_score_codex":0.00015991206,"about_ca_system_score_gemma":0.00011358472,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W4246630147","doi":"10.1108/oxan-db220447","title":"Poor jobs data loom over Modi’s 2019 poll bid in India","year":2017,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Victory; Unemployment; Workforce; Labour economics; General election; Quarter (Canadian coin); Turnout; Economic shortage; Unemployment rate; Political science; Economics; Economic growth; Politics; Law; Geography","score_opus":0.08146917449869318,"score_gpt":0.42986588048566204,"score_spread":0.34839670598696887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246630147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001157396,0.028357327,0.000025933392,0.302985,0.0033433537,0.0026902265,0.0018709255,0.0007707615,0.6598407],"genre_scores_gemma":[0.000052351534,0.0058280025,0.00015406255,0.16055384,0.0022856744,0.00015125806,0.0011193325,0.00057612825,0.82927936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668574,0.00020344222,0.00060314126,0.0010084416,0.00045556517,0.001043671],"domain_scores_gemma":[0.9967862,0.00012136146,0.00066265895,0.0022312468,0.000041768955,0.0001567775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038982512,0.0006097982,0.00096917374,0.00035478154,0.0006728224,0.000041038853,0.0015251227,0.000822281,0.008237271],"category_scores_gemma":[0.00019984998,0.0005462606,0.00010983547,0.00012500056,0.00015637075,0.00027586115,0.0017649103,0.0010536547,0.0014037039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027108494,0.00005239083,0.002986884,0.0001222178,0.0001300163,0.000029565104,0.0017438201,2.3794238e-8,0.00001973243,0.00023821641,0.99367356,0.00097647135],"study_design_scores_gemma":[0.0013619554,0.000024732253,0.015441272,0.0016002291,0.000023723429,6.3354196e-7,0.000026770684,0.0000060406283,0.0000019543725,0.000099881814,0.9808058,0.0006070156],"about_ca_topic_score_codex":0.5002126,"about_ca_topic_score_gemma":0.015388539,"teacher_disagreement_score":0.48482406,"about_ca_system_score_codex":0.00013599168,"about_ca_system_score_gemma":0.00024428108,"threshold_uncertainty_score":0.9996989},"labels":[],"label_agreement":null},{"id":"W4246716016","doi":"10.1002/9781118786352.wbieg0718.pub2","title":"Precarious Work","year":2018,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Precarious work; Neoliberalism (international relations); Restructuring; Vulnerability (computing); Capitalism; Economic restructuring; Politics; Sociology; Variety (cybernetics); Work (physics); Embodied cognition; Relation (database); Political economy; Economic system; Political science; Economic geography; Economics; Economy; Gender studies","score_opus":0.017140485208132317,"score_gpt":0.34804624215047353,"score_spread":0.3309057569423412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246716016","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022769145,0.0012664887,0.000052237207,0.00062748085,0.0078106294,0.00048094036,0.00014648541,0.00021250619,0.98917556],"genre_scores_gemma":[0.0005848651,0.004322787,0.00040450422,0.00021647781,0.0033711824,0.0001560994,0.00014897763,0.00023185869,0.9905633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840766,0.00008274375,0.00047105594,0.00030316593,0.00044367957,0.0002916666],"domain_scores_gemma":[0.9987267,0.00015245576,0.0005534933,0.00028682614,0.00022018573,0.000060335733],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014698559,0.00024825367,0.00035959104,0.000639386,0.00010706909,0.000003568013,0.00047271242,0.00034936896,0.022954935],"category_scores_gemma":[0.00008305072,0.00021659532,0.00021127425,0.00021516328,0.00018891011,0.000030436342,0.00024411475,0.00027539983,0.0012825733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001796172,0.00003128855,0.33954567,0.00004887498,0.00032345124,0.0000015124117,0.00023721755,4.501095e-8,9.5982465e-8,0.00044273643,0.65783596,0.0015151908],"study_design_scores_gemma":[0.00031331208,0.000035538193,0.0492672,0.0006983897,0.00004787407,1.126625e-7,0.00004607377,1.7746167e-7,2.5678813e-7,0.0005856166,0.9488257,0.00017973251],"about_ca_topic_score_codex":0.0012121869,"about_ca_topic_score_gemma":0.00043825226,"teacher_disagreement_score":0.29098976,"about_ca_system_score_codex":0.000025209301,"about_ca_system_score_gemma":0.00006459924,"threshold_uncertainty_score":0.999495},"labels":[],"label_agreement":null},{"id":"W4246952550","doi":"10.2307/2696143","title":"When Can an Employee Refuse Unsafe Work and Expect to be Protected from Discipline? Evidence from Canada","year":2000,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Business; Public relations; Risk analysis (engineering); Engineering ethics; Engineering; Political science","score_opus":0.14574656900470925,"score_gpt":0.385837152253303,"score_spread":0.24009058324859375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246952550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86042255,0.030806368,0.0000017135379,0.10554657,0.00023800872,0.0020954802,0.0006125613,0.00006329365,0.00021346193],"genre_scores_gemma":[0.8669185,0.06887856,0.0013706952,0.020726899,0.004129493,0.0034948422,0.0011384842,0.0001648824,0.033177663],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774116,0.0006403727,0.0006409965,0.00042727907,0.00024243523,0.00030772536],"domain_scores_gemma":[0.9984106,0.00068285683,0.000137035,0.00036097705,0.00011561316,0.00029295037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028631583,0.00022135954,0.0004891615,0.000037119094,0.0009310047,0.000022317796,0.00014068976,0.0001737714,0.0042839297],"category_scores_gemma":[0.0006758741,0.00016793578,0.000027674418,0.00046277398,0.00004575382,0.00017768722,0.00009829459,0.00057386636,0.000027086631],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017621515,0.000033522094,0.7507172,0.00012465885,0.00013417692,0.000011238178,0.006386325,0.0000037794525,0.000009618047,0.00011322186,0.18795803,0.054332014],"study_design_scores_gemma":[0.00078297907,0.00008500336,0.37261042,0.009485538,0.00022794293,2.2038864e-7,0.00037086214,0.0000013217027,0.000002143055,0.00033775406,0.61576533,0.00033047615],"about_ca_topic_score_codex":0.5631194,"about_ca_topic_score_gemma":0.6592519,"teacher_disagreement_score":0.4278073,"about_ca_system_score_codex":0.00013140503,"about_ca_system_score_gemma":0.00053599797,"threshold_uncertainty_score":0.9966263},"labels":[],"label_agreement":null},{"id":"W4246976375","doi":"10.12927/hcq.2015.24298","title":"Nursing Employment Trends","year":2015,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing; Best practice; Medicine; Health administration; Business; Public health; Management; Economics","score_opus":0.12791469489996898,"score_gpt":0.4621330300315248,"score_spread":0.3342183351315558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246976375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38861808,0.0053202165,0.0006160384,0.36482114,0.010599723,0.0015706092,0.000084123756,0.0016476134,0.22672245],"genre_scores_gemma":[0.9793304,0.000021576921,0.00019920131,0.0029806022,0.0012788627,0.00021435239,0.00004701439,0.000049284783,0.015878705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714667,0.0005513342,0.0006168807,0.00036007343,0.00043016984,0.0008948677],"domain_scores_gemma":[0.99848896,0.00011040034,0.00017869618,0.0003980086,0.000314122,0.0005098282],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005655147,0.00022793839,0.00036339232,0.00019336972,0.00078794203,0.000011536518,0.00016009192,0.00017799898,0.0001944739],"category_scores_gemma":[0.000023552117,0.00019758307,0.00008007627,0.0003220183,0.00007048266,0.00014616165,0.00002052531,0.0004777436,0.0008311283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013856325,0.00014437734,0.10421906,0.00011282907,0.000038538314,0.000019562927,0.10217843,3.0876646e-7,0.000009464969,0.02458295,0.32645893,0.442097],"study_design_scores_gemma":[0.0040303264,0.0045897057,0.21475221,0.0012181395,0.000060722276,0.000009930159,0.11202681,0.000029815095,0.000006281329,0.021175655,0.6412859,0.00081451447],"about_ca_topic_score_codex":0.0019019416,"about_ca_topic_score_gemma":0.0013835637,"teacher_disagreement_score":0.5907123,"about_ca_system_score_codex":0.0005460585,"about_ca_system_score_gemma":0.0004070396,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W4247100931","doi":"10.1037/e507852017-001","title":"Exploring The Impact Of Precarious Employment On The Health Of Racialized Immigrant Women In Southwestern Ontario, Canada","year":2017,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Political science; Geography; Sociology; Gender studies; Economics; Archaeology","score_opus":0.1527131790054269,"score_gpt":0.4280213332514591,"score_spread":0.27530815424603217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247100931","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10611465,0.0002168297,1.1797269e-7,0.0016810927,0.0009889477,0.001950872,0.8890138,0.000007451418,0.000026194786],"genre_scores_gemma":[0.01928178,0.0006491644,0.0000010874487,0.00056168553,0.0001626112,0.0011891364,0.97795177,0.000033173576,0.00016958744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949397,0.0010464274,0.0014940441,0.0005152218,0.0007885011,0.0012161052],"domain_scores_gemma":[0.99396175,0.0010611508,0.00191497,0.0027890862,0.000080662765,0.00019239911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024552618,0.00056762603,0.0013524211,0.00016294108,0.001069466,0.000020887697,0.00169181,0.00014288294,0.0008270834],"category_scores_gemma":[0.00025880316,0.0002986459,0.0001722401,0.00014817034,0.00019164229,0.00011744351,0.0005700532,0.0014961177,0.00003314774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050233834,0.00016558879,0.014500814,0.00030947948,0.00038396122,0.000010622134,0.008392844,0.0000056217723,8.430103e-7,0.00000445276,0.97547543,0.00024799784],"study_design_scores_gemma":[0.0010460451,0.00035730962,0.11613504,0.00091922435,0.00004518289,6.369401e-7,0.001683458,2.7597807e-7,8.122049e-7,0.000031943295,0.87952477,0.0002552803],"about_ca_topic_score_codex":0.9985666,"about_ca_topic_score_gemma":0.99912006,"teacher_disagreement_score":0.10163423,"about_ca_system_score_codex":0.002508442,"about_ca_system_score_gemma":0.005425973,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4247281174","doi":"10.32920/14664153","title":"Unemployed women in neo-liberal Canada: an intersectional analysis of social well-being","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intersectionality; Context (archaeology); Identity (music); Gender studies; Health care; Sociology; Social identity theory; Empowerment; Demographic economics; Political science; Economic growth; Economics; Geography; Social group; Social science","score_opus":0.03254566296638237,"score_gpt":0.3716303696218813,"score_spread":0.3390847066554989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247281174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96368474,0.000026033795,0.000035218458,0.0023166668,0.0011192524,0.00032684498,0.000051679825,0.00004901756,0.032390557],"genre_scores_gemma":[0.9877691,0.000016765382,0.000053758762,0.0008714193,0.00029649,0.00023164717,0.00051750033,0.000026320791,0.010216994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967749,0.0006349797,0.0009796704,0.0005124008,0.00042150816,0.00067651883],"domain_scores_gemma":[0.998719,0.00022218024,0.00035667614,0.00028385784,0.00029605554,0.00012223852],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006468954,0.00027673767,0.001124433,0.000514193,0.0003978503,0.000011861842,0.00024848178,0.0003375642,0.005032057],"category_scores_gemma":[0.00006273825,0.00026710235,0.00021624043,0.00075821567,0.00005270625,0.00006585309,0.00094841624,0.0011136202,0.0000022603037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008211062,0.000116004514,0.9182831,0.00029827224,0.0032806648,0.000019152174,0.06748979,0.00059369294,0.000014672371,0.0014541266,0.008198616,0.00016976289],"study_design_scores_gemma":[0.0004732412,0.000025804435,0.94096303,0.00011779105,0.00038496673,7.8540715e-8,0.055020433,0.00048143626,0.000006520816,0.00071791565,0.0014826492,0.0003261202],"about_ca_topic_score_codex":0.8311375,"about_ca_topic_score_gemma":0.98852956,"teacher_disagreement_score":0.1573921,"about_ca_system_score_codex":0.002074081,"about_ca_system_score_gemma":0.0025152299,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W4247350157","doi":"10.4324/9780203720059-11","title":"‘It was just too hard to come back’: unintended policy impacts on work-family balance in the Australian and Canadian non-profit social services","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Balance (ability); Unintended consequences; Work (physics); Social work; Sociology; Social policy; Public relations; Business; Political science; Psychology; Economics; Economic growth; Engineering; Law; Mechanical engineering","score_opus":0.09252458570829346,"score_gpt":0.3844482421722714,"score_spread":0.29192365646397794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247350157","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008555762,0.000045679742,1.1909994e-7,0.2208168,0.00036531474,0.0018455029,0.00019592988,0.00003560024,0.7681393],"genre_scores_gemma":[0.14131303,0.00021365038,0.00002781723,0.089789376,0.0010663519,0.0001323652,0.00011626193,0.00007562721,0.7672655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730355,0.000115592906,0.0005914814,0.0004978311,0.00033991016,0.0011516348],"domain_scores_gemma":[0.9984857,0.00017347473,0.0002008321,0.00040977003,0.00018086999,0.0005493806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038964875,0.0005675987,0.0006959965,0.0004664657,0.0009999,0.000069408685,0.0005148064,0.0006428599,0.0020326618],"category_scores_gemma":[0.000024257406,0.00038474472,0.000096700205,0.0001610439,0.00012292787,0.000106099185,0.00019921063,0.0011866846,0.0028616658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068700996,0.000014533936,0.014693896,0.00041949484,0.00012040682,0.000021606515,0.020963373,2.9952346e-7,0.0000037482725,0.0678767,0.8951275,0.00068977126],"study_design_scores_gemma":[0.0006739546,0.000138681,0.2823749,0.001648962,0.000040315914,6.108227e-7,0.007049182,6.32392e-7,4.1602613e-7,0.001512682,0.7060021,0.0005575763],"about_ca_topic_score_codex":0.427397,"about_ca_topic_score_gemma":0.68857366,"teacher_disagreement_score":0.267681,"about_ca_system_score_codex":0.00057172007,"about_ca_system_score_gemma":0.0006482763,"threshold_uncertainty_score":0.99986047},"labels":[],"label_agreement":null},{"id":"W4247388646","doi":"10.1108/oxan-db252473","title":"Romania hopes to surmount virus’s expected second wave","year":2020,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Optimism; Government (linguistics); Investment (military); Quarter (Canadian coin); Payment; State (computer science); Coronavirus disease 2019 (COVID-19); Economics; Business; Economy; Economic policy; Monetary economics; Finance; Political science; Geography; Politics","score_opus":0.05444998502890855,"score_gpt":0.36120826386305,"score_spread":0.3067582788341414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247388646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015405283,0.005629759,0.000082999926,0.4894755,0.0014800143,0.0024908711,0.00036536608,0.001959208,0.49836224],"genre_scores_gemma":[0.000032417127,0.00049288303,0.00047285095,0.38742694,0.0024934174,0.0005105163,0.00018225436,0.000733762,0.6076549],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966109,0.00024294088,0.0007329761,0.0009479007,0.0004695375,0.0009957738],"domain_scores_gemma":[0.9984502,0.00013844969,0.00036186402,0.0005862901,0.00008720129,0.00037597574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013375806,0.0007335469,0.0010803432,0.00023739597,0.0006602216,0.00003304919,0.0003815968,0.00057764933,0.06532936],"category_scores_gemma":[0.00014232866,0.00066870707,0.00020905682,0.00033065953,0.00007237553,0.00007782132,0.0005880839,0.000809713,0.0040208795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045047418,0.000034254026,0.00003076963,0.0001679402,0.0002458768,0.000041582116,0.015326451,1.5576338e-8,0.0008840391,0.00049133564,0.98231477,0.00041791116],"study_design_scores_gemma":[0.00064380025,0.00010396154,0.000636298,0.0006222921,0.00002732397,0.0000010590687,0.00015175281,0.0000010152969,0.000079345,0.00005373151,0.99690616,0.0007732625],"about_ca_topic_score_codex":0.17125382,"about_ca_topic_score_gemma":0.016309395,"teacher_disagreement_score":0.15494442,"about_ca_system_score_codex":0.00017661724,"about_ca_system_score_gemma":0.00012825277,"threshold_uncertainty_score":0.9995764},"labels":[],"label_agreement":null},{"id":"W4247707556","doi":"10.2139/ssrn.3766022","title":"Austerity, Economic Vulnerability, and Populism","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Austerity; Populism; Vulnerability (computing); Political science; Development economics; Political economy; Economics; Politics; Computer science; Computer security; Law","score_opus":0.033735502290019884,"score_gpt":0.3854222189541132,"score_spread":0.35168671666409335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247707556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96918637,0.0049081706,0.00013454225,0.017184801,0.0008239142,0.00013784341,0.0000049176524,0.000038655446,0.0075808144],"genre_scores_gemma":[0.9758,0.008348422,0.000026952855,0.000560602,0.00078659516,0.000012322521,0.000005013571,0.000019259613,0.01444084],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99715996,0.00035454423,0.00036276088,0.0002084979,0.00010303421,0.001811211],"domain_scores_gemma":[0.9994323,0.00012211087,0.00012421008,0.0001493845,0.00008076279,0.00009123433],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015379118,0.00012762693,0.00023572517,0.000044170367,0.0013409954,0.000021495904,0.000102758815,0.00009573556,0.00034146482],"category_scores_gemma":[0.00007861098,0.000111071386,0.00006478257,0.00004853049,0.000047458223,0.00013651527,0.00021197797,0.0021717786,0.000109832705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051284183,0.000057277903,0.5587856,0.0000600833,0.0002981468,0.000014637165,0.0015727333,0.000001904442,0.0002416938,0.41891983,0.004328012,0.015668783],"study_design_scores_gemma":[0.0016924216,0.00019464195,0.10616843,0.00006797842,0.00006927996,0.00028587627,0.010772221,0.00001188046,0.000024087887,0.8242464,0.056174777,0.00029198354],"about_ca_topic_score_codex":0.00024166606,"about_ca_topic_score_gemma":0.009961331,"teacher_disagreement_score":0.4526172,"about_ca_system_score_codex":0.00085165416,"about_ca_system_score_gemma":0.0020552862,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W4248281490","doi":"10.4095/301071","title":"Labour Force Occupation, 2001 - Health Occupations (by census subdivision)","year":2010,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Subdivision; Geography; Demographic economics; Demography; Economics; Sociology; Population; Archaeology","score_opus":0.11768309500266248,"score_gpt":0.48769681913608826,"score_spread":0.37001372413342576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248281490","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008455853,0.005491099,0.001976621,0.0344644,0.018850788,0.00722579,0.011882447,0.0018826276,0.90977037],"genre_scores_gemma":[0.008727544,0.0124687655,0.0006502768,0.006010959,0.0028128661,0.0007583332,0.0081190625,0.0002060206,0.96024615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938267,0.0004954573,0.0019140175,0.00082734536,0.0014176102,0.0015188548],"domain_scores_gemma":[0.9940549,0.00070011604,0.0015291431,0.00080591603,0.0024261314,0.000483799],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026344133,0.0006497079,0.0011747313,0.00031672773,0.0034943507,0.000029124945,0.00041913992,0.0011664231,0.006986576],"category_scores_gemma":[0.0013795906,0.00052569894,0.00024330975,0.0004540046,0.00010564871,0.00016057774,0.00039170787,0.0026432585,0.0010018294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014283262,0.000082255305,0.12424963,0.0005353051,0.00009506316,0.0000017573717,0.0003154058,9.173918e-8,0.000003353166,0.0018130383,0.870743,0.002146844],"study_design_scores_gemma":[0.000475579,0.00008906488,0.10560321,0.00033356104,0.00004968013,0.0000020505945,0.00041045036,0.0000032098387,0.0000016817597,0.00046012178,0.8921156,0.00045581514],"about_ca_topic_score_codex":0.02804072,"about_ca_topic_score_gemma":0.028131727,"teacher_disagreement_score":0.0504758,"about_ca_system_score_codex":0.0008813828,"about_ca_system_score_gemma":0.00524918,"threshold_uncertainty_score":0.999776},"labels":[],"label_agreement":null},{"id":"W4248913645","doi":"10.32920/ryerson.14669157","title":"Employment equity and access to social welfare for Illegalized immigrants: an inclusive approach that also makes economic sense","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Earnings; Welfare state; Welfare; Remuneration; Equity (law); Context (archaeology); Demographic economics; Labour economics; Economics; Political science; Geography; Market economy","score_opus":0.16247319910737826,"score_gpt":0.4845019236539639,"score_spread":0.3220287245465856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248913645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81775624,0.0006532012,0.0029763286,0.12749244,0.0033328116,0.012608884,0.0027394409,0.0005561539,0.031884477],"genre_scores_gemma":[0.97871417,0.0003521128,0.0018328085,0.007094951,0.0013548102,0.005201145,0.0014456926,0.00015760373,0.0038466898],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9954283,0.00068032986,0.0009574678,0.0014966218,0.00037375043,0.0010634937],"domain_scores_gemma":[0.9978588,0.00026691752,0.00051974563,0.0006823017,0.00033805877,0.00033413293],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011772247,0.00074044697,0.0014962533,0.00022128646,0.0034341582,0.00031371767,0.0006506451,0.00077838637,0.0005436925],"category_scores_gemma":[0.00008975697,0.000649409,0.00032637847,0.00007978434,0.00011955089,0.00034723003,0.016500508,0.0008370685,0.000011446962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054627154,0.0021070142,0.17066689,0.01867431,0.0071550705,0.00008598012,0.31851798,0.00025895986,0.00025541888,0.0946956,0.33935946,0.04276059],"study_design_scores_gemma":[0.015000428,0.00071660994,0.3302511,0.0013251689,0.001729425,0.000010390923,0.29877597,0.0007412764,0.00039938284,0.016679268,0.32819065,0.0061803353],"about_ca_topic_score_codex":0.009324363,"about_ca_topic_score_gemma":0.02054074,"teacher_disagreement_score":0.16095792,"about_ca_system_score_codex":0.0006912097,"about_ca_system_score_gemma":0.0004797873,"threshold_uncertainty_score":0.9995957},"labels":[],"label_agreement":null},{"id":"W4248956318","doi":"10.1332/policypress/9781529208672.003.0002","title":"The Age of Increased Precarious Employment: Origins and Implications","year":2020,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Workforce; Precarious work; Poverty; Political science; Sociology; Labour economics; Demographic economics; Economic growth; Economics; Gender studies","score_opus":0.10316381998265114,"score_gpt":0.3963779050395244,"score_spread":0.2932140850568733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248956318","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013031524,0.0029033665,0.000009787203,0.0036975855,0.00014942374,0.0016712032,0.0005433817,0.00014275222,0.99075216],"genre_scores_gemma":[0.019230511,0.0022263648,0.000029434617,0.0015674224,0.0012497216,0.00039596207,0.00008659719,0.00013342565,0.97508055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981861,0.00011819021,0.00068558665,0.00036562842,0.00022989191,0.0004146173],"domain_scores_gemma":[0.99783,0.00076242385,0.00048588053,0.00061896286,0.00014641961,0.00015631877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016854862,0.00035859135,0.0005367838,0.00009146858,0.0011259548,0.000019418869,0.00035887462,0.00029731417,0.000014406886],"category_scores_gemma":[0.00011455117,0.00025786165,0.0001662068,0.000011976005,0.00038846282,0.000021937005,0.0006235858,0.0006588574,0.00001935556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038627906,0.000004255865,0.0006453291,0.00021295749,0.00034613998,0.0000022816623,0.0035085308,6.732279e-8,0.000035718833,0.9801193,0.011416897,0.0036699087],"study_design_scores_gemma":[0.00039422093,0.00005860559,0.0020214363,0.00021525378,0.00019654009,6.816526e-7,0.000020469823,7.3141837e-7,0.00001550212,0.04742705,0.9494378,0.0002117246],"about_ca_topic_score_codex":0.008980704,"about_ca_topic_score_gemma":0.0013324642,"teacher_disagreement_score":0.9380209,"about_ca_system_score_codex":0.00012590268,"about_ca_system_score_gemma":0.0003099121,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W4249313720","doi":"10.1353/cpp.2011.0026","title":"The Redistributional Impact of Canada’s Employment Insurance Program, 1992–2002","year":2011,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07372827284168147,"score_gpt":0.37916236366020073,"score_spread":0.30543409081851924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249313720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57849747,0.00082290557,0.0000030985611,0.09063967,0.0008936005,0.0019132744,0.00405667,0.00012511699,0.32304817],"genre_scores_gemma":[0.9938623,0.00004845026,0.000010524388,0.00084925664,0.0003607745,0.0002482,0.000053897376,0.000018439365,0.0045481785],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976411,0.00015907822,0.00043047243,0.00017722635,0.00026275503,0.001329362],"domain_scores_gemma":[0.998182,0.00011882956,0.00018428512,0.00036969048,0.00030215306,0.0008430211],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038509237,0.0001715664,0.0002068379,0.00015566735,0.001850369,0.0000123993,0.0003878845,0.000095876945,0.00058038643],"category_scores_gemma":[0.00057233876,0.00011705451,0.00009383109,0.00046583274,0.00019899981,0.00009269977,0.00006977746,0.00028691633,0.000023756604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010030394,0.000022145856,0.42668176,0.000012025195,0.00011657043,0.0000043610135,0.0005383075,8.732845e-8,0.0000010434204,0.10231061,0.46311402,0.0071890242],"study_design_scores_gemma":[0.00016382275,0.000047993515,0.59456295,0.000013679937,0.0000030722922,8.9839483e-7,0.00013383792,0.0000013615174,0.000001399625,0.00054015784,0.40445158,0.00007928104],"about_ca_topic_score_codex":0.9982926,"about_ca_topic_score_gemma":0.99930984,"teacher_disagreement_score":0.4153648,"about_ca_system_score_codex":0.0034603237,"about_ca_system_score_gemma":0.04112678,"threshold_uncertainty_score":0.9994491},"labels":[],"label_agreement":null},{"id":"W4249570664","doi":"10.47678/cjhe.v48i1.187992","title":"Working for a Living Wage Around the Ivory Tower","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Ivory tower; Living wage; Higher education; Wage; Dignity; Job security; Institution; Salary; Work (physics); Sociology; Political science; Management; Economic growth; Labour economics; Economics; Engineering; Social science; Law","score_opus":0.08120705418240709,"score_gpt":0.4139857823156863,"score_spread":0.3327787281332792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249570664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8209736,0.010188148,0.00015921828,0.07383461,0.04378111,0.000834562,0.000004815771,0.000015841812,0.050208125],"genre_scores_gemma":[0.9255724,0.000010126731,0.000104658626,0.0038108786,0.006962373,0.000027678509,9.386689e-7,0.000012586805,0.06349834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992056,0.000094220166,0.00027290662,0.00006528455,0.000072137576,0.00028985724],"domain_scores_gemma":[0.99876136,0.0003342438,0.00023517992,0.00011131844,0.00038523547,0.00017266712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052914827,0.00006701478,0.00010060424,0.00011270894,0.0012456155,0.00002307494,0.00015241619,0.000053318618,0.0008864667],"category_scores_gemma":[0.00013369307,0.00004539955,0.000050924988,0.00010579756,0.00007213272,0.000097034834,0.0000089844425,0.00020336261,0.000026716476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073432916,0.00001021345,0.32679382,0.000012040325,0.000037909373,4.925346e-7,0.011825674,2.1288488e-7,0.000014542887,0.0027134959,0.65564996,0.0029342996],"study_design_scores_gemma":[0.00007646009,0.000046917037,0.1862414,0.00031201568,0.000026547654,0.0000015770893,0.003768709,4.7324895e-7,0.0000019377385,0.0015749951,0.80790067,0.000048287013],"about_ca_topic_score_codex":0.002806482,"about_ca_topic_score_gemma":0.037714887,"teacher_disagreement_score":0.15225074,"about_ca_system_score_codex":0.00025364623,"about_ca_system_score_gemma":0.0020542478,"threshold_uncertainty_score":0.97984433},"labels":[],"label_agreement":null},{"id":"W4249892314","doi":"10.1002/9781118786352.wbieg0925","title":"Labor Geography","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Agency (philosophy); Capital (architecture); Sociology; TRACE (psycholinguistics); Economic geography; Labor relations; Political economy; Political science; Geography; Economy; Social science; Economics; Law","score_opus":0.018127731461915212,"score_gpt":0.36201219468766593,"score_spread":0.3438844632257507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249892314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029368265,0.0032796399,0.000021526748,0.0013985458,0.0073873526,0.0005859249,0.0010941577,0.00023763471,0.98570156],"genre_scores_gemma":[0.0007318939,0.028581075,0.000322877,0.00041566143,0.002865179,0.000256083,0.00034420475,0.000309127,0.9661739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796146,0.000095093565,0.00050829584,0.00041775088,0.00060557877,0.00041182342],"domain_scores_gemma":[0.9976392,0.00016523764,0.0011743911,0.00061702536,0.00030840206,0.00009575525],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021793264,0.00036356796,0.0005548035,0.0011799356,0.00030682652,0.000010001092,0.0009717658,0.00044796712,0.0072706915],"category_scores_gemma":[0.00015018317,0.00032261995,0.0004060657,0.00012403594,0.00029628392,0.00007927653,0.000350814,0.00051542453,0.00029379904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013819133,0.00004171681,0.4591581,0.00009769849,0.0004843063,0.000004491679,0.00007481978,3.971363e-8,4.8548134e-7,0.001301552,0.5364762,0.0023467483],"study_design_scores_gemma":[0.00049927953,0.000030794843,0.16009709,0.00082299364,0.00007022466,2.2381616e-7,0.000047365582,2.7853574e-7,4.313356e-7,0.00088942033,0.8372989,0.00024298343],"about_ca_topic_score_codex":0.0044826283,"about_ca_topic_score_gemma":0.0009915594,"teacher_disagreement_score":0.30082268,"about_ca_system_score_codex":0.000019513449,"about_ca_system_score_gemma":0.00009358138,"threshold_uncertainty_score":0.9999226},"labels":[],"label_agreement":null},{"id":"W4250534386","doi":"10.32920/ryerson.14664072","title":"Underutilization and discounting of immigrant skills : professionals on a road to driving taxis in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Taxis; Discounting; Government (linguistics); Immigration policy; Political science; Public relations; Economic growth; Business; Economics; Engineering; Finance; Law","score_opus":0.03425104560585038,"score_gpt":0.42890410048309024,"score_spread":0.3946530548772399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250534386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97882235,0.00071419385,0.00038301668,0.004447668,0.00079118635,0.0017378031,0.00001653521,0.00004775055,0.0130394865],"genre_scores_gemma":[0.99402714,0.00042248613,0.00038168344,0.0006573867,0.00011282876,0.00036371188,0.00005699959,0.00002916682,0.0039485795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750173,0.00040072252,0.00084953813,0.00053340074,0.00033268647,0.000381949],"domain_scores_gemma":[0.9986567,0.0004067023,0.00032935562,0.0003341092,0.00019710143,0.00007604965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007429626,0.00026763053,0.00062950386,0.00011850365,0.00029675584,0.0000140171815,0.00013308051,0.00029834846,0.00055218465],"category_scores_gemma":[0.00044630643,0.00021124686,0.000069430724,0.00011944067,0.00002674138,0.00010400202,0.0014126641,0.0005369865,0.0000050394046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007860491,0.0005651838,0.8844784,0.0026810674,0.00014637364,0.0000066735843,0.09438729,0.000066273366,0.00041134347,0.0055440054,0.002014487,0.009620281],"study_design_scores_gemma":[0.0004818135,0.00007546888,0.89756036,0.012787986,0.00002620032,1.118375e-7,0.087769784,0.00010160773,0.00009514792,0.0004952586,0.0002797629,0.0003264959],"about_ca_topic_score_codex":0.030993612,"about_ca_topic_score_gemma":0.1895747,"teacher_disagreement_score":0.1585811,"about_ca_system_score_codex":0.00040096926,"about_ca_system_score_gemma":0.00023736482,"threshold_uncertainty_score":0.9754591},"labels":[],"label_agreement":null},{"id":"W4250641056","doi":"10.1007/978-94-007-0753-5_103371","title":"Quality of Working Life","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Quality (philosophy); Environmental science; Philosophy; Epistemology","score_opus":0.29058698826990537,"score_gpt":0.4550435455468789,"score_spread":0.16445655727697356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250641056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011487389,0.00045422965,0.00022211345,0.0016792432,0.0007008751,0.00034425207,0.000008989323,0.00009602511,0.9963794],"genre_scores_gemma":[0.025666345,0.00024777817,0.00007301455,0.0016116261,0.00073999574,0.000014953116,0.000017041488,0.000038806615,0.97159046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837184,0.00009878517,0.00083134935,0.00020870315,0.0002562679,0.000233037],"domain_scores_gemma":[0.9981235,0.0007334578,0.0005864305,0.0003366584,0.00014525827,0.00007468289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072752277,0.0002007547,0.00067635666,0.00006893078,0.00028111317,0.0000013620306,0.00013382445,0.000387347,0.0056788516],"category_scores_gemma":[0.00013433857,0.00015376593,0.00015286123,0.000011149659,0.000070874514,0.000009702241,0.00022332519,0.00050413463,0.000647143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017737453,0.0000030820604,0.019524753,0.00033170998,0.000103540595,1.950103e-7,0.0003521876,3.531626e-8,0.0000013262086,0.88956946,0.08797039,0.0021255868],"study_design_scores_gemma":[0.00025448395,0.000022857004,0.005011016,0.00061048823,0.000027837805,1.4404411e-8,0.000115905044,2.3376117e-7,5.2935576e-7,0.023460696,0.97030646,0.00018947606],"about_ca_topic_score_codex":0.00016108074,"about_ca_topic_score_gemma":0.0004630076,"teacher_disagreement_score":0.8823361,"about_ca_system_score_codex":0.000035225843,"about_ca_system_score_gemma":0.00009445756,"threshold_uncertainty_score":0.9952301},"labels":[],"label_agreement":null},{"id":"W4250688413","doi":"10.1177/0027950111420950","title":"Prospects for the UK Economy","year":2011,"lang":"en","type":"article","venue":"National Institute Economic Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Bath","keywords":"Quarter (Canadian coin); Economics; National accounts; Real gross domestic product; Macroeconomics; Geography","score_opus":0.23294706225211456,"score_gpt":0.44240975728233856,"score_spread":0.209462695030224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250688413","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065144786,0.06832599,0.0003027143,0.024224956,0.003012752,0.0054764263,0.00008153962,0.000074081836,0.8978501],"genre_scores_gemma":[0.33663997,0.39940026,0.0035668903,0.13993019,0.009804993,0.031389404,0.0004365941,0.00014888744,0.07868281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909174,0.0000322206,0.00046130043,0.00017939915,0.000045917543,0.00018944597],"domain_scores_gemma":[0.9991949,0.00025916746,0.00021650655,0.00014904901,0.00014615699,0.00003419597],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000862198,0.000105690735,0.00023183889,0.000026586602,0.00068680785,0.000004738334,0.00020171655,0.000043688404,0.0018889825],"category_scores_gemma":[0.00014870903,0.00006978678,0.0001070317,0.000031665524,0.00006844494,0.00018640388,0.000061911145,0.00012314718,0.0012550475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000604339,0.000008925492,0.0057022325,0.0005875966,0.000075445416,1.121062e-7,0.00013129287,0.0000011085493,8.9849266e-8,0.7345542,0.2565904,0.0023425866],"study_design_scores_gemma":[0.0002630532,0.000012782735,0.006519004,0.00040040293,0.00003653417,5.736502e-7,0.000018329974,0.000016872656,0.000001266566,0.017440343,0.97520417,0.000086685846],"about_ca_topic_score_codex":0.00006431954,"about_ca_topic_score_gemma":0.0002893688,"teacher_disagreement_score":0.81916726,"about_ca_system_score_codex":0.00022744754,"about_ca_system_score_gemma":0.0003448117,"threshold_uncertainty_score":0.99952257},"labels":[],"label_agreement":null},{"id":"W4250962686","doi":"10.1016/s0002-9270(03)00042-x","title":"Work losses related to inflammatory bowel disease in Canada: results from a national population health survey","year":2003,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Disease; Population; Inflammatory Bowel Diseases; Environmental health; Family medicine; Pathology","score_opus":0.028887006390369868,"score_gpt":0.3410404667250941,"score_spread":0.31215346033472424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250962686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786497,0.000077644014,0.00002212581,0.020542584,0.00038184767,0.00019231882,0.00009652736,0.000005155249,0.00003211333],"genre_scores_gemma":[0.9928622,0.00005126724,0.00006523297,0.0068678833,0.00006354362,0.0000072843363,0.00002954855,0.000011890005,0.00004113976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99475497,0.0033429314,0.001039432,0.00013665977,0.00031402835,0.00041199476],"domain_scores_gemma":[0.99746084,0.00080163707,0.0011781338,0.00014044852,0.00021144,0.0002075159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002127065,0.00011738635,0.0004121854,0.00010634073,0.00021547078,0.000002904835,0.00018078594,0.000015329933,0.000024681736],"category_scores_gemma":[0.0009842461,0.00008399937,0.000040541134,0.000234096,0.000075949996,0.000048872145,0.000043178006,0.0004455567,0.0000060204443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073059215,0.000022961704,0.9811962,0.0000025481136,0.000053841686,0.000011404909,0.00080375164,0.00096013735,5.920654e-7,0.000045954614,0.009520947,0.00007572259],"study_design_scores_gemma":[0.0009788241,0.0004683216,0.99693674,0.000099850746,0.0000070966353,0.0000018660531,0.00070577266,0.0000042793945,6.406379e-8,0.0004729797,0.00028300902,0.000041206946],"about_ca_topic_score_codex":0.5907445,"about_ca_topic_score_gemma":0.89188236,"teacher_disagreement_score":0.30113786,"about_ca_system_score_codex":0.00082604476,"about_ca_system_score_gemma":0.0013121152,"threshold_uncertainty_score":0.41198075},"labels":[],"label_agreement":null},{"id":"W4250991980","doi":"10.33423/jabe.v22i9.3678","title":"Analyzing the Jobless Recovery Phenomenon in the Nigerian Economy","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gross domestic product; Unemployment; Economics; Unemployment rate; Product (mathematics); Phenomenon; Okun's law; Demographic economics; Economy; Labour economics; Macroeconomics; Mathematics","score_opus":0.04423990418873871,"score_gpt":0.2946335230000508,"score_spread":0.2503936188113121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250991980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92389715,0.00034421848,0.00010487892,0.052849244,0.00023815686,0.00024130516,0.0000030646602,0.000004089076,0.02231788],"genre_scores_gemma":[0.9913729,0.0020135927,0.000041409538,0.005570042,0.00095176004,0.000015385496,0.000001471806,0.0000118756025,0.000021592208],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904305,0.00004634274,0.0005808597,0.000103784405,0.000028673154,0.00019726905],"domain_scores_gemma":[0.999079,0.00025182575,0.0004730847,0.00009560889,0.000056850804,0.000043659595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007871648,0.00010697042,0.0003091635,0.000051749463,0.0004119111,0.000045707395,0.0002157429,0.000052640695,0.000043498785],"category_scores_gemma":[0.000018737288,0.000059663977,0.000041933494,0.00013095887,0.000044954486,0.00015842616,0.00008190782,0.00034029677,0.000009600626],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043118848,0.00033618565,0.49911943,0.0015747243,0.00127605,0.00004233532,0.1566231,0.0109530715,0.00030686098,0.14864136,0.05134769,0.12546733],"study_design_scores_gemma":[0.004457143,0.00018218697,0.30480805,0.00019253152,0.0001805146,0.000011346797,0.08397756,0.00038343755,0.000014316881,0.04681147,0.5584115,0.0005699584],"about_ca_topic_score_codex":0.0000244006,"about_ca_topic_score_gemma":0.00009308554,"teacher_disagreement_score":0.5070638,"about_ca_system_score_codex":0.000048797137,"about_ca_system_score_gemma":0.00008955894,"threshold_uncertainty_score":0.3168129},"labels":[],"label_agreement":null},{"id":"W4251178317","doi":"10.31235/osf.io/nrjd3","title":"Sociodemographic Determinants of Occupational Risks of Exposure to COVID-19 in Canada","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Immigration; Environmental health; Demographic economics; Occupational safety and health; Occupational exposure; Work (physics); Medicine; Gerontology; Demography; Geography; Sociology; Economics","score_opus":0.3030226904995248,"score_gpt":0.5072382965651921,"score_spread":0.20421560606566735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251178317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99094325,0.00015747586,0.000100477795,0.0053558764,0.00056384783,0.0011398904,0.0006589255,0.000022284134,0.0010579462],"genre_scores_gemma":[0.99619824,0.00008938359,0.00022611795,0.0029139267,0.00006745216,0.00020892252,0.000049961734,0.000015580179,0.00023043677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976127,0.000304511,0.0010423326,0.00033724788,0.0004072888,0.00029593435],"domain_scores_gemma":[0.99825644,0.0005746925,0.0004987659,0.00027755726,0.00018746477,0.00020509702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036240226,0.00020416,0.0007175716,0.00017528,0.00014314946,0.0000010993621,0.00029503033,0.00022513531,0.00045327118],"category_scores_gemma":[0.0004912093,0.0001810678,0.00009550968,0.00022357343,0.000045109176,0.000015814032,0.00087084173,0.0006054843,0.0000044982075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010706318,0.000019004552,0.97369856,0.0015310786,0.000041465755,0.0000055027344,0.0035164945,0.00016690933,0.000006757499,0.0002143026,0.020527901,0.00016494605],"study_design_scores_gemma":[0.00044212383,0.00004739061,0.99348557,0.00030912942,0.00002362113,5.3107236e-8,0.0032251459,0.000024224604,0.000016368445,0.0010516997,0.0012128577,0.0001618026],"about_ca_topic_score_codex":0.972455,"about_ca_topic_score_gemma":0.9946246,"teacher_disagreement_score":0.02216961,"about_ca_system_score_codex":0.0005190269,"about_ca_system_score_gemma":0.010161678,"threshold_uncertainty_score":0.9954498},"labels":[],"label_agreement":null},{"id":"W4251351939","doi":"10.1007/bf03404239","title":"Overqualification and Risk of All-cause and Cardiovascular Mortality: Evidence From the Canadian Census Mortality Follow-up Study (1991–2001)","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Demography; Hazard ratio; Residence; Marital status; Medicine; Educational attainment; Confidence interval; Confounding; Ethnic group; Gerontology; Proportional hazards model; Population; Internal medicine","score_opus":0.3822911069714032,"score_gpt":0.44815770033024044,"score_spread":0.06586659335883721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251351939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615654,0.02320898,0.00002154983,0.012768799,0.0010953661,0.00083249144,0.00036527365,0.000006428716,0.00013574242],"genre_scores_gemma":[0.99422413,0.0041487277,0.000030879757,0.000988116,0.00049406826,0.000018487814,0.000018785504,0.000020385178,0.00005639961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940254,0.0031285856,0.0010067062,0.00021887608,0.0005063675,0.0011140278],"domain_scores_gemma":[0.9943197,0.00071342004,0.0007359541,0.0005524739,0.0005018834,0.003176571],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015393939,0.00019198448,0.0006254963,0.00023443415,0.0016361887,0.000048318492,0.00025919703,0.00012656586,0.000049338265],"category_scores_gemma":[0.0028392796,0.0001405055,0.00012440952,0.0002815842,0.00019917668,0.00045427046,0.00004195223,0.00069330086,0.0000028665493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036907657,0.000018115,0.96003836,0.000045155957,0.0019063904,0.000007577374,0.023209233,5.713291e-7,3.1816384e-7,0.00036089474,0.012526749,0.0018829394],"study_design_scores_gemma":[0.00058974716,0.00010214953,0.9296519,0.00012228932,0.00047364354,0.0000041827466,0.022980126,0.0000035207017,1.2954486e-7,0.0000775516,0.045883078,0.000111674955],"about_ca_topic_score_codex":0.9832201,"about_ca_topic_score_gemma":0.994375,"teacher_disagreement_score":0.03335633,"about_ca_system_score_codex":0.00078820897,"about_ca_system_score_gemma":0.0059876484,"threshold_uncertainty_score":0.99966353},"labels":[],"label_agreement":null},{"id":"W4251457097","doi":"10.1007/bf03403840","title":"Paid Health and Family Leave: The Canadian Experience in the Global Context","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Sick leave; Workforce; Parental leave; Family Leave; Context (archaeology); Wage; Business; Health care; Duration (music); Government (linguistics); Demographic economics; Medicine; Labour economics; Economic growth; Work (physics); Economics; Geography","score_opus":0.1676990183292428,"score_gpt":0.43350050075214347,"score_spread":0.2658014824229007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251457097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.522008,0.0033684804,0.000009757015,0.46954575,0.0012203269,0.00045149054,0.000046027282,0.00000427778,0.0033458965],"genre_scores_gemma":[0.9000821,0.00024036234,0.000023627274,0.099092,0.0004021584,0.000021555978,0.00000331633,0.000009861659,0.00012500846],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995968,0.001285187,0.0008049154,0.00015756329,0.0002888275,0.001495498],"domain_scores_gemma":[0.99539775,0.00031596576,0.00042814322,0.00028234412,0.00026506864,0.0033107297],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070161875,0.00015440669,0.00034495402,0.00023251564,0.0034663882,0.000098886274,0.0005782731,0.000116632575,0.0000948165],"category_scores_gemma":[0.0010892608,0.000090223206,0.000048943242,0.00048518865,0.00037423262,0.00020705366,0.00002267147,0.0015355533,0.000011996962],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022997306,0.0000063850352,0.7970611,0.000025045922,0.000010689553,0.00002180534,0.0751246,7.236507e-8,1.5122579e-7,0.02725797,0.07052076,0.02996915],"study_design_scores_gemma":[0.00026412043,0.00009514388,0.4036375,0.000046393896,9.43392e-7,0.000030384443,0.082885765,0.0000014193045,1.1020383e-8,0.00040804184,0.5125767,0.000053595642],"about_ca_topic_score_codex":0.9390177,"about_ca_topic_score_gemma":0.9994506,"teacher_disagreement_score":0.4420559,"about_ca_system_score_codex":0.0014576695,"about_ca_system_score_gemma":0.048543684,"threshold_uncertainty_score":0.997831},"labels":[],"label_agreement":null},{"id":"W4251481640","doi":"10.22215/etd/2006-06570","title":"Three essays on the labour market for registered nurses in Canada","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0723397156802793,"score_gpt":0.3949675137852934,"score_spread":0.3226277981050141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251481640","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16797097,0.0002581533,0.000004146893,0.011014497,0.0051483302,0.003073875,0.00033944382,0.000044747954,0.8121458],"genre_scores_gemma":[0.10278161,0.00005816972,0.000016206859,0.001982196,0.00036066043,0.0017352693,0.00085581833,0.000057176396,0.8921529],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998472,0.00011416487,0.0004704337,0.000263678,0.00024306779,0.0004367083],"domain_scores_gemma":[0.99796546,0.0012801886,0.00027158932,0.0003091939,0.0001448831,0.000028719649],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030788672,0.00023762764,0.0003411066,0.00006405696,0.0006122437,0.0000066444763,0.00021807384,0.00018074976,0.0010457139],"category_scores_gemma":[0.00019493299,0.00014468796,0.000059201782,0.00010515477,0.000011019866,0.000020483138,0.0000176639,0.00043448745,0.000012958719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001770894,0.000015272619,0.0470252,0.0003576996,0.000029148203,0.0000019953345,0.00038548856,3.1325325e-7,9.3512637e-7,0.026874313,0.924372,0.00076053967],"study_design_scores_gemma":[0.0007319891,0.000041423944,0.60999745,0.00094118266,0.000033815166,3.7494114e-8,0.017262628,0.000013199534,0.000007846294,0.00995021,0.36071923,0.00030097846],"about_ca_topic_score_codex":0.9697515,"about_ca_topic_score_gemma":0.9998876,"teacher_disagreement_score":0.56365275,"about_ca_system_score_codex":0.0004725166,"about_ca_system_score_gemma":0.0013039677,"threshold_uncertainty_score":0.99986744},"labels":[],"label_agreement":null},{"id":"W4251798863","doi":"10.22215/etd/2015-10833","title":"“It’s a game, you've got to play the game”: Motivation and ‘Being Employable’ in Ontario Unemployment Supports","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Unemployment; Agency (philosophy); Ethnography; Flexibility (engineering); Public relations; Neoliberalism (international relations); Rhetoric; Sociology; Political science; Economic growth; Economics; Management; Social science","score_opus":0.060035865178000275,"score_gpt":0.388972830514295,"score_spread":0.3289369653362947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251798863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87878317,0.00014132124,0.000011520203,0.0072222953,0.0017346385,0.0032000828,0.00001543148,0.00011996828,0.10877157],"genre_scores_gemma":[0.5983811,0.000115075236,0.000064497064,0.0035438698,0.00025610803,0.0012826275,0.00094809546,0.000103312406,0.39530528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963053,0.00032702167,0.0011412887,0.00071079546,0.00066318625,0.00085244136],"domain_scores_gemma":[0.9980314,0.0004922543,0.0004030638,0.00046186103,0.0003877263,0.00022373558],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012293532,0.0005532985,0.0007352666,0.00035775118,0.0005706297,0.000043898286,0.00025523285,0.0004800967,0.001038551],"category_scores_gemma":[0.00034822206,0.0003862741,0.000084088315,0.00032613555,0.000035990197,0.00016787417,0.00021014597,0.0012958449,0.00015884974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025049274,0.00008942853,0.5924557,0.00020905475,0.0001223627,0.000014919245,0.23848331,0.00001605854,0.00001976146,0.0009525704,0.16614933,0.0012370134],"study_design_scores_gemma":[0.0012669995,0.0002530704,0.7510977,0.0014044971,0.000120213444,0.0000010119153,0.044869926,0.00000510179,0.00002292098,0.0033732688,0.19695182,0.00063351955],"about_ca_topic_score_codex":0.11898357,"about_ca_topic_score_gemma":0.89349365,"teacher_disagreement_score":0.7745101,"about_ca_system_score_codex":0.0010875989,"about_ca_system_score_gemma":0.0009948842,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W4251812557","doi":"10.1332/policypress/9781447352105.003.0002","title":"Health professionals, support workers and the precariat","year":2020,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marxist philosophy; Perspective (graphical); Context (archaeology); Position (finance); Political science; Sociology; Law; Geography; Politics; Economics","score_opus":0.11467098942848411,"score_gpt":0.4255356797234284,"score_spread":0.31086469029494423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251812557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046054074,0.0026260002,0.000006290872,0.080205165,0.0006559778,0.0031654236,0.00021028919,0.0002037511,0.9129225],"genre_scores_gemma":[0.0015030382,0.0008597676,0.000030332116,0.024647137,0.0025376333,0.0005649047,0.000058862606,0.00013539106,0.9696629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686605,0.00045977568,0.0009217226,0.0005661268,0.00046717774,0.0007191683],"domain_scores_gemma":[0.99744153,0.00078830664,0.00079445343,0.00053975655,0.00011404273,0.00032190018],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00069769693,0.0005406724,0.0010820874,0.00010900527,0.0016106138,0.00002301324,0.0003757733,0.00044818598,0.000121782046],"category_scores_gemma":[0.00012800266,0.00033708478,0.0001946234,0.000011636184,0.00047456048,0.000036206708,0.0011168951,0.0016514238,0.000101140526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020122892,0.00000437194,0.00015480713,0.0005309757,0.000243658,0.0000027349708,0.012457309,4.325967e-8,1.0016348e-7,0.65602046,0.3271552,0.0032291142],"study_design_scores_gemma":[0.0016686014,0.00006726368,0.00025762914,0.00094109366,0.00010093466,0.00000162401,0.00022602177,0.000001989595,6.1664883e-7,0.03461727,0.96181303,0.0003039457],"about_ca_topic_score_codex":0.004036607,"about_ca_topic_score_gemma":0.00040672556,"teacher_disagreement_score":0.6346578,"about_ca_system_score_codex":0.00014878905,"about_ca_system_score_gemma":0.0012077225,"threshold_uncertainty_score":0.9999081},"labels":[],"label_agreement":null},{"id":"W4251918993","doi":"10.1108/oxan-db259325","title":"UK economy will recover quickly amid vaccine roll-out","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Recession; Levelling; Government (linguistics); Coronavirus disease 2019 (COVID-19); Balance (ability); Government sector; Falling (accident); Business; Economic sector; Economic policy; Accommodation; Economy; Economics; Development economics; Geography; Economic growth; Private sector; Macroeconomics; Cartography","score_opus":0.03957030840882936,"score_gpt":0.37137925954537787,"score_spread":0.3318089511365485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251918993","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025714215,0.01682501,0.000058045644,0.28935435,0.001842806,0.000983512,0.000050631174,0.0004966881,0.6903632],"genre_scores_gemma":[0.000025723151,0.004342162,0.0001885077,0.26780182,0.003593609,0.0003856861,0.00038144653,0.0005969249,0.72268414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965985,0.0002507064,0.00088126253,0.0009533719,0.00026309583,0.0010530902],"domain_scores_gemma":[0.9980438,0.00018859387,0.0005890994,0.00082817697,0.00014001115,0.00021032295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023561633,0.0007310932,0.0012404285,0.00021497198,0.0006625004,0.000033627897,0.00038590544,0.000774776,0.09964481],"category_scores_gemma":[0.000109031025,0.0006747565,0.00032107186,0.00016919815,0.0000559189,0.000117465825,0.00048148993,0.00091859716,0.0012752645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023974093,0.000040992065,0.0014678603,0.00024715991,0.0003746657,0.000022850334,0.0029617953,9.86275e-8,0.000023755585,0.0005913322,0.99377114,0.0004743872],"study_design_scores_gemma":[0.0013048897,0.00004708805,0.0004016091,0.0013378934,0.00004249087,0.0000015549375,0.000097592456,0.0000014052578,0.000013758825,0.00042758425,0.99558616,0.0007379484],"about_ca_topic_score_codex":0.07879315,"about_ca_topic_score_gemma":0.0074054785,"teacher_disagreement_score":0.098369546,"about_ca_system_score_codex":0.00022562222,"about_ca_system_score_gemma":0.00023559562,"threshold_uncertainty_score":0.99957037},"labels":[],"label_agreement":null},{"id":"W4252138447","doi":"10.1093/geront/gnw162.597","title":"WORKPLACE SUPPORT AND EMPLOYMENT ADJUSTMENT AMONG FAMILY CAREGIVERS IN CANADA","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Psychology; Labour economics; Business; Economics","score_opus":0.04939398805003959,"score_gpt":0.33271600640547994,"score_spread":0.28332201835544035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252138447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623711,0.0009909754,0.000014560521,0.017741095,0.00072485814,0.0006301652,0.000023290946,0.000038549806,0.017465387],"genre_scores_gemma":[0.9849837,0.0005235473,0.000007722385,0.0010235722,0.000073437724,0.0001694025,0.0000023912696,0.000010696802,0.01320554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984871,0.00025177537,0.00029678654,0.00023153583,0.00018857015,0.0005441959],"domain_scores_gemma":[0.99905276,0.00045423966,0.000113845694,0.00026601503,0.00003443212,0.00007869875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034006973,0.00015407852,0.00023983417,0.000025882548,0.0003827112,0.0000029081043,0.00017942021,0.000058238264,0.0001673626],"category_scores_gemma":[0.00004911856,0.000076655764,0.00002133884,0.000058755748,0.00020551457,0.000056313307,0.00019670895,0.00017048961,0.00002712577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005471188,0.000008240675,0.90596265,0.000014453888,0.00002797591,0.000016201995,0.0022266803,6.676521e-7,0.000013783615,0.00055565184,0.084636785,0.006482206],"study_design_scores_gemma":[0.00086123083,0.000044204215,0.95219105,0.00009113882,0.000015803746,4.7216903e-7,0.014195887,8.3364966e-7,0.0000048902843,0.00009811153,0.032376252,0.00012014049],"about_ca_topic_score_codex":0.93736553,"about_ca_topic_score_gemma":0.9953715,"teacher_disagreement_score":0.058005955,"about_ca_system_score_codex":0.0010439421,"about_ca_system_score_gemma":0.00045486444,"threshold_uncertainty_score":0.31259313},"labels":[],"label_agreement":null},{"id":"W4252242867","doi":"10.2307/4107254","title":"Ten Years of Labour Market Reform in South Africa: Real Gains for Workers?","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Labour economics","score_opus":0.06924667835614672,"score_gpt":0.32378485019354397,"score_spread":0.25453817183739724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252242867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794456,0.0046608783,0.000017263304,0.0032913296,0.00086189865,0.00080609345,0.00039718312,0.00002034756,0.010499445],"genre_scores_gemma":[0.9943478,0.0006046288,0.001117485,0.00011996302,0.0005123264,0.00011569513,0.0000036816846,0.000070507944,0.003107877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960507,0.00018620308,0.0015538803,0.00036537836,0.00017903649,0.0016648053],"domain_scores_gemma":[0.9954624,0.0007073408,0.0010547983,0.00036634746,0.0014842383,0.0009248475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017717859,0.00039073723,0.0013265787,0.0011249774,0.00072606624,0.00001567304,0.00060153945,0.00018609327,0.000042182288],"category_scores_gemma":[0.002167548,0.00035079577,0.00030755295,0.0013290856,0.0006390107,0.0002148656,0.00009802023,0.00051874865,0.0000029016721],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005296446,0.000103999075,0.33678362,0.0017915847,0.0016317966,0.0008335814,0.61481255,0.00020158946,0.00005156065,0.036494274,0.0044898037,0.002276014],"study_design_scores_gemma":[0.0032576912,0.0010582473,0.3292744,0.002560049,0.00023289701,0.000026530106,0.571352,0.0000029870887,0.000004736377,0.009211205,0.082392275,0.0006269649],"about_ca_topic_score_codex":0.056837786,"about_ca_topic_score_gemma":0.8008117,"teacher_disagreement_score":0.743974,"about_ca_system_score_codex":0.004811622,"about_ca_system_score_gemma":0.0018544398,"threshold_uncertainty_score":0.9998944},"labels":[],"label_agreement":null},{"id":"W4252384268","doi":"10.9783/9780812297379-005","title":"Chapter 3. The Problem of Canadian Day Laborers","year":2020,"lang":"en","type":"book-chapter","venue":"University of Pennsylvania Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.06925012536937479,"score_gpt":0.2721402327111785,"score_spread":0.20289010734180368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252384268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000091066075,0.0002252397,0.000008555919,0.0020193094,0.00014235005,0.0010840935,0.0006222658,0.000044449756,0.99576265],"genre_scores_gemma":[0.011451181,0.0004970448,0.00017149329,0.00037147207,0.00012952069,0.0000015043412,0.000040944622,0.000055194778,0.9872816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985984,0.000089215595,0.00034714869,0.00032580446,0.0002951853,0.00034426688],"domain_scores_gemma":[0.9983045,0.00018798423,0.0005489763,0.0004067639,0.0003444399,0.00020732258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022629878,0.0002931201,0.00055950036,0.00026191113,0.0007048213,0.0000032777803,0.0006456443,0.00034397648,0.0008712283],"category_scores_gemma":[0.000009583366,0.00025738936,0.00018087278,0.000017778684,0.00044794744,0.000038469865,0.00043868675,0.00071604573,0.0000624343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070268165,0.000004428836,0.00021972315,0.0003819428,0.0003958174,0.000034536562,0.01797949,9.224322e-7,0.00002835782,0.9401866,0.039131556,0.001566365],"study_design_scores_gemma":[0.00042531898,0.00007200281,0.00022938478,0.00043046585,0.00024794982,2.4186e-7,0.0011223328,0.000001817915,0.000012142333,0.0026031674,0.99462783,0.00022731257],"about_ca_topic_score_codex":0.17028365,"about_ca_topic_score_gemma":0.2691456,"teacher_disagreement_score":0.9554963,"about_ca_system_score_codex":0.0000990558,"about_ca_system_score_gemma":0.0003654364,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W4252431959","doi":"10.21203/rs.3.rs-18028/v1","title":"Sickness absence trajectories following labour market participation patterns: a cohort study in Catalonia (Spain), 2012-2014","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Multinomial logistic regression; Demography; Latent class model; Cohort; Demographic economics; Quarter (Canadian coin); Logistic regression; Geography; Economics; Medicine; Sociology; Economic growth; Statistics","score_opus":0.12467465321685291,"score_gpt":0.49793327791854697,"score_spread":0.3732586247016941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252431959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841341,0.0007600205,0.00007747529,0.0036121467,0.0012541487,0.0086270515,0.000300449,0.00021441323,0.0010202121],"genre_scores_gemma":[0.98697376,0.00029068414,0.000019581248,0.00009678622,0.0006971195,0.00791014,0.00028007934,0.00009234808,0.0036394708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9881767,0.0059326976,0.0010780813,0.0012364374,0.0020025724,0.001573522],"domain_scores_gemma":[0.9958937,0.0019047468,0.00026020742,0.0009760355,0.0006680704,0.00029722514],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007933208,0.0004777088,0.0010171327,0.00045928886,0.0012509096,0.000094507646,0.0007152383,0.00044497955,0.0009725378],"category_scores_gemma":[0.002046598,0.0004380219,0.00018703188,0.0006586557,0.00010342469,0.00024868175,0.0025748357,0.0038989973,0.0003516567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018054865,0.00033405898,0.9635776,0.0027007184,0.00022132238,0.0001923063,0.021369377,0.000013500239,0.00000740061,0.000094362236,0.0109991385,0.00030964153],"study_design_scores_gemma":[0.0009137474,0.00023633133,0.97915727,0.002085507,0.00004303692,9.853456e-8,0.01445058,0.000109165914,0.0000029249575,0.00048928254,0.0021235852,0.00038846652],"about_ca_topic_score_codex":0.027087176,"about_ca_topic_score_gemma":0.052406933,"teacher_disagreement_score":0.025319759,"about_ca_system_score_codex":0.00074838626,"about_ca_system_score_gemma":0.00087822665,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W4252616617","doi":"10.32920/ryerson.14656431.v1","title":"Understanding the experience of older Chinese women whose socio-economic status changed after migration to Canada.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University","funders":"","keywords":"Injustice; Poverty; Immigration; Feeling; Power (physics); Sociology; State (computer science); Gender studies; Inequality; Dual (grammatical number); Political science; Economic growth; Economics; Social psychology; Psychology","score_opus":0.08162297884816173,"score_gpt":0.3788201151813928,"score_spread":0.2971971363332311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252616617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794614,0.00028084026,0.00046855357,0.01519498,0.0017183976,0.0011313059,0.00009805248,0.0000320998,0.0016144023],"genre_scores_gemma":[0.98998773,0.00024219825,0.000034612585,0.002283827,0.00024720933,0.001871863,0.000041071416,0.000025862966,0.0052656136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99803746,0.0002410003,0.0005224409,0.00037926648,0.00023546677,0.00058438646],"domain_scores_gemma":[0.998814,0.0002644916,0.00024253674,0.00044605942,0.00009992465,0.0001330009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031469626,0.0002562045,0.0004412015,0.000066535504,0.0005303833,0.000021875376,0.00020048903,0.00016137204,0.0018406016],"category_scores_gemma":[0.00006655259,0.0001685396,0.000065232955,0.00008947496,0.00005344033,0.00005032938,0.0009370207,0.00045682638,0.000007321599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005221454,0.000015887377,0.3950659,0.0002722501,0.00012289517,0.0000027883302,0.59485734,0.000043752785,0.000025064082,0.00016730813,0.009310293,0.000064278516],"study_design_scores_gemma":[0.00032335558,0.000020758902,0.39169267,0.00035718517,0.000019595189,9.3096276e-8,0.60417,0.000049618386,0.000011499844,0.00049790693,0.0025446916,0.00031259697],"about_ca_topic_score_codex":0.6459929,"about_ca_topic_score_gemma":0.9722641,"teacher_disagreement_score":0.32627127,"about_ca_system_score_codex":0.0029697127,"about_ca_system_score_gemma":0.0014871659,"threshold_uncertainty_score":0.99907184},"labels":[],"label_agreement":null},{"id":"W4252788550","doi":"10.22215/etd/2019-13665","title":"The Impact of Job Accommodations on Mental Health-Related Stigma","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Anxiety; Mental health; Psychology; Stigma (botany); Accommodation; Depression (economics); Clinical psychology; Psychiatry; Social psychology","score_opus":0.05391461352479369,"score_gpt":0.47033126170820205,"score_spread":0.41641664818340834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252788550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66163564,0.0011835851,9.340825e-7,0.007340378,0.0029817498,0.0027123434,0.00026358897,0.000104331775,0.32377744],"genre_scores_gemma":[0.67364645,0.001233127,0.0000056227223,0.00016491616,0.00008240706,0.00014041484,0.0028332092,0.000052479627,0.3218414],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99779874,0.00035612128,0.0008974976,0.00021924096,0.0002920531,0.00043632378],"domain_scores_gemma":[0.9978658,0.0006914408,0.0007815168,0.0004019669,0.00018896317,0.000070327354],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000473106,0.00026250852,0.0004926557,0.00012058549,0.002183098,0.000007845873,0.00024097106,0.00027038716,0.0012380742],"category_scores_gemma":[0.00009270785,0.00014388878,0.00024804578,0.0001762168,0.000031990756,0.000051583283,0.000048612266,0.0007377277,0.00056117587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005315383,0.00015903352,0.07738609,0.00041846526,0.0010133733,2.5774327e-7,0.022301644,0.000011701743,0.000052951335,0.02579362,0.8638459,0.008485469],"study_design_scores_gemma":[0.0013172991,0.0007158529,0.9573129,0.0012758375,0.00004458314,1.70755e-7,0.027329128,0.000035314664,0.000014111187,0.0011491859,0.010486185,0.00031942778],"about_ca_topic_score_codex":0.006963716,"about_ca_topic_score_gemma":0.004909325,"teacher_disagreement_score":0.8799268,"about_ca_system_score_codex":0.00031322162,"about_ca_system_score_gemma":0.00067875197,"threshold_uncertainty_score":0.9996749},"labels":[],"label_agreement":null},{"id":"W4252885649","doi":"10.24124/2009/bpgub620","title":"Assessing occupational stress in the Canadian multicultural workplace.","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Heritage; University of Northern British Columbia; Library and Archives Canada","funders":"University of Northern British Columbia","keywords":"Ethnic group; Multiculturalism; Immigration; Context (archaeology); Perception; Work (physics); Psychology; Occupational stress; Work stress; Social work; Sample (material); Social psychology; Sociology; Political science; Geography; Pedagogy; Engineering","score_opus":0.08588821322808822,"score_gpt":0.4671228762565625,"score_spread":0.3812346630284743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252885649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5626086,0.0002644538,5.396251e-7,0.0056332294,0.001236545,0.0011015476,0.000031726748,0.000048113277,0.4290752],"genre_scores_gemma":[0.9433719,0.000027134023,0.00006570981,0.001860554,0.00043883917,0.00017774814,0.003437968,0.000015172507,0.050604954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982729,0.0003157972,0.00039950578,0.00021460053,0.00032203432,0.00047518325],"domain_scores_gemma":[0.99910253,0.00033374692,0.00015826806,0.00014728999,0.000187093,0.00007104699],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036835799,0.00021055619,0.00022512296,0.00016982622,0.0017006678,0.00007111783,0.00021279028,0.00037496694,0.0004702009],"category_scores_gemma":[0.00012498279,0.00012460722,0.00005658506,0.00020885735,0.000014875703,0.00015888899,0.000008621553,0.00093010865,0.00010654008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006611259,0.0000820637,0.7654957,0.00027016096,0.00006326496,0.000030528274,0.05877543,0.000012234996,0.0000053280205,0.004843154,0.16334282,0.0070131617],"study_design_scores_gemma":[0.0002277924,0.000007766993,0.92312837,0.0004633482,0.000019101868,1.1677462e-7,0.06565626,0.000009180538,0.0000015010462,0.00011456038,0.010213004,0.0001589771],"about_ca_topic_score_codex":0.38953048,"about_ca_topic_score_gemma":0.9971268,"teacher_disagreement_score":0.60759634,"about_ca_system_score_codex":0.00036311994,"about_ca_system_score_gemma":0.0008382777,"threshold_uncertainty_score":0.999599},"labels":[],"label_agreement":null},{"id":"W4253066680","doi":"10.3138/cpp.36.1.1","title":"Seasonal Employment in Canada: Its Decline and its Persistence","year":2010,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Persistence (discontinuity); Demographic economics; Economics; Work (physics); Exploit; Production (economics); Seasonality; Longitudinal data; Labour economics; Geography; Demography; Economic growth; Ecology; Biology; Sociology; Macroeconomics","score_opus":0.0693944061503052,"score_gpt":0.35116851029149576,"score_spread":0.28177410414119053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253066680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7937356,0.00036483628,1.110651e-7,0.18969269,0.00043564293,0.0003287957,0.00019175127,0.000018659872,0.01523188],"genre_scores_gemma":[0.97972256,0.00008517466,0.000006980096,0.014820975,0.0005149159,0.000096776894,0.000020712027,0.000020128717,0.0047117854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979836,0.00009396454,0.00029586605,0.0002718944,0.00021141235,0.0011432832],"domain_scores_gemma":[0.9982092,0.0001323873,0.0000684047,0.00018350007,0.00017074663,0.0012358102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032821007,0.00016802529,0.00022020508,0.0003566818,0.0007068635,0.000017840406,0.00024530932,0.00011808063,0.00065093016],"category_scores_gemma":[0.0008318462,0.00016288218,0.000024031813,0.00041287314,0.000041978095,0.00015352001,0.0001437494,0.0006056186,0.000056886278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037840878,0.000009086167,0.8791374,0.000045945962,0.000022624556,0.000031293665,0.0007874621,1.5899981e-7,0.00004217824,0.081569344,0.033016615,0.0053340974],"study_design_scores_gemma":[0.0003475053,0.0000094945,0.58459044,0.000022560575,0.0000035942583,0.0000029511334,0.00045446397,0.00006526398,0.0000031637508,0.00014008646,0.41421244,0.00014807256],"about_ca_topic_score_codex":0.9975377,"about_ca_topic_score_gemma":0.9999851,"teacher_disagreement_score":0.3811958,"about_ca_system_score_codex":0.0021830327,"about_ca_system_score_gemma":0.032869026,"threshold_uncertainty_score":0.9726137},"labels":[],"label_agreement":null},{"id":"W4253506000","doi":"10.33423/ajm.v20i4.3162","title":"Mental Health in Organizations","year":2020,"lang":"en","type":"article","venue":"American Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Affect (linguistics); Diversity (politics); Inclusion (mineral); Stressor; Mental illness; Psychology; Resource (disambiguation); Mental health law; Public relations; Psychiatry; Business; Social psychology; Political science; Computer science","score_opus":0.02902480802745124,"score_gpt":0.38330773586269107,"score_spread":0.35428292783523985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253506000","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18167219,0.00045063955,0.0025918542,0.79919094,0.0005834351,0.00072817766,0.000010633427,0.000041714036,0.014730415],"genre_scores_gemma":[0.96689695,0.0015775176,0.0015476367,0.02926522,0.00020745728,0.000005546198,0.000004076219,0.000017424243,0.00047817954],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998857,0.0001874948,0.0005033695,0.00007951933,0.0001599296,0.00021269463],"domain_scores_gemma":[0.9992866,0.000033896344,0.00044003734,0.00005880338,0.000067691006,0.00011295399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002961969,0.0000693137,0.00025439524,0.000098250915,0.00019607284,0.0000030873207,0.00013237409,0.0000073635833,0.0001836687],"category_scores_gemma":[0.000029214365,0.000057507288,0.00002912385,0.0006038486,0.000042050706,0.000058713973,0.00011219637,0.00019567237,0.000052310046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015952438,0.00017080523,0.4130637,0.0001481082,0.00029378038,0.00003828799,0.044474404,0.00007121359,0.000011836954,0.006137545,0.40550122,0.12992956],"study_design_scores_gemma":[0.0019851667,0.0011674904,0.27435234,0.0002782669,0.000027080752,0.0000019650652,0.08054084,0.00002701892,0.0000020798675,0.00022667513,0.6412314,0.00015965562],"about_ca_topic_score_codex":0.000071027054,"about_ca_topic_score_gemma":0.00003655022,"teacher_disagreement_score":0.78522474,"about_ca_system_score_codex":0.00012768598,"about_ca_system_score_gemma":0.00006853429,"threshold_uncertainty_score":0.2345079},"labels":[],"label_agreement":null},{"id":"W4253556541","doi":"10.21203/rs.3.rs-581857/v1","title":"‘It Was Hell in the Community’: A Qualitative Study of Maternal and Child Health Care During Health Care Worker Strikes in Kenya","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; Bureau of Educational and Cultural Affairs; Grand Challenges Canada; U.S. Department of State","keywords":"Qualitative research; Health care; Health worker; Community health workers; Nursing; Maternal health; Environmental health; Medicine; Psychology; Sociology; Economic growth; Health services; Economics; Social science","score_opus":0.1783017356733383,"score_gpt":0.5611488983257986,"score_spread":0.3828471626524603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253556541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527481,0.026108308,5.015743e-7,0.013338338,0.00014582096,0.006202024,0.00028937683,0.000027685124,0.0011398338],"genre_scores_gemma":[0.99382555,0.00417559,0.00002038687,0.00028827676,0.00012348381,0.0011721969,0.00022385392,0.000051339146,0.000119319724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95782363,0.037431445,0.001384384,0.00061464164,0.0014330749,0.0013128358],"domain_scores_gemma":[0.99514186,0.002353857,0.0004550194,0.0010886703,0.0007797095,0.000180887],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0085533345,0.00038904574,0.0012133922,0.00076397264,0.0028260662,0.000065873675,0.00077739893,0.00027442383,0.000040505136],"category_scores_gemma":[0.00038419358,0.0002972685,0.00009554171,0.0008263175,0.00021542839,0.00008131616,0.00352779,0.008682953,0.000003860148],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014984793,0.00030065895,0.31876817,0.011287905,0.00005390856,0.000021394555,0.6686633,0.000011640472,2.3686316e-7,0.000032098942,0.00027946304,0.0004313289],"study_design_scores_gemma":[0.0011362097,0.00048602963,0.41887438,0.009248893,0.0000033804572,4.1664035e-7,0.5699872,6.3053506e-7,0.0000011427336,0.000036637743,0.000117999814,0.00010709006],"about_ca_topic_score_codex":0.12986365,"about_ca_topic_score_gemma":0.38408086,"teacher_disagreement_score":0.2542172,"about_ca_system_score_codex":0.0014065088,"about_ca_system_score_gemma":0.0015217582,"threshold_uncertainty_score":0.99994797},"labels":[],"label_agreement":null},{"id":"W4253798018","doi":"10.1332/policypress/9781447318323.003.0012","title":"Thinking differently about ‘work’ and social inclusion for disabled people","year":2015,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Work (physics); Disabled people; Sociology; Psychology; Social psychology; Applied psychology; Engineering; Mechanical engineering","score_opus":0.15182400026941711,"score_gpt":0.4236278332807342,"score_spread":0.2718038330113171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253798018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047215872,0.0010413472,0.000052587056,0.004104889,0.0005637588,0.0024009459,0.0003595444,0.00023525336,0.9907695],"genre_scores_gemma":[0.021314634,0.00014221032,0.000038421676,0.0012003462,0.0036723018,0.0005202671,0.00014770226,0.00016864338,0.9727955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771,0.00009631651,0.0005855352,0.00045646064,0.00046797004,0.0006837503],"domain_scores_gemma":[0.9984189,0.00043826632,0.0004693988,0.0002808872,0.00024726812,0.0001452759],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004208516,0.00049714505,0.0008385613,0.00014678943,0.0035823346,0.000033867513,0.0003319313,0.0006926016,0.00003765001],"category_scores_gemma":[0.000073127325,0.00041451675,0.00016434558,0.000007392207,0.00013964772,0.00004251118,0.0033272784,0.00070046826,0.000010804596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016828938,0.000009156539,0.00063377677,0.00077249086,0.00015468018,7.5885225e-7,0.04113094,5.620836e-8,0.0000020973764,0.89796823,0.055298805,0.0038607267],"study_design_scores_gemma":[0.00114972,0.00004758413,0.0006292769,0.0004508718,0.00015638424,1.8839238e-7,0.000060506623,0.000002150745,0.0000013110495,0.27844426,0.7186947,0.00036307808],"about_ca_topic_score_codex":0.0013170906,"about_ca_topic_score_gemma":0.0014113736,"teacher_disagreement_score":0.6633959,"about_ca_system_score_codex":0.00023339422,"about_ca_system_score_gemma":0.0002139873,"threshold_uncertainty_score":0.99983066},"labels":[],"label_agreement":null},{"id":"W4254232708","doi":"10.3138/ijfab.3.1.113","title":"Careworkers in the global market: Appraising applications of feminist care ethics","year":2010,"lang":"en","type":"article","venue":"International Journal of Feminist Approaches to Bioethics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University; Sigma Theta Tau International","keywords":"Ethics of care; Order (exchange); Political science; Sociology; Business; Law","score_opus":0.24941249821137224,"score_gpt":0.4772219758900344,"score_spread":0.22780947767866216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254232708","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25634673,0.0014236444,0.007260191,0.2603478,0.008709337,0.0032120694,0.00092253304,0.000080915306,0.46169674],"genre_scores_gemma":[0.9922521,0.000059585964,0.003842657,0.0026573045,0.0009602556,0.00008376517,0.00001622798,0.000019008232,0.000109075154],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99658877,0.00048351975,0.0011696446,0.00022531593,0.0012208724,0.00031189612],"domain_scores_gemma":[0.99552506,0.0021877927,0.00087048946,0.0003229094,0.0009782295,0.0001154958],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003974265,0.00020837868,0.00034769718,0.00020330379,0.0004415798,0.000047515718,0.0013834884,0.0005026944,0.000046245448],"category_scores_gemma":[0.001295567,0.00015263195,0.00018445309,0.0004415844,0.00060148636,0.00007755669,0.0002651887,0.003378222,0.000010061954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003925714,0.00026480792,0.69396466,0.0002716805,0.0002458354,0.00002178295,0.12948288,0.000028849547,0.000048808273,0.16376284,0.0035643098,0.007951],"study_design_scores_gemma":[0.0017462141,0.00029411295,0.08304957,0.0009133192,0.00015176136,0.00010947074,0.4917427,0.000038715334,0.00013385189,0.008157462,0.41317272,0.0004900703],"about_ca_topic_score_codex":0.00035341864,"about_ca_topic_score_gemma":0.0023622138,"teacher_disagreement_score":0.73590535,"about_ca_system_score_codex":0.00021016074,"about_ca_system_score_gemma":0.00075842807,"threshold_uncertainty_score":0.99892104},"labels":[],"label_agreement":null},{"id":"W4254457921","doi":"10.1787/9789264233454-8-en","title":"Access to and adequacy of income support for displaced workers in Canada","year":2015,"lang":"en","type":"book-chapter","venue":"Back to work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Severance; Receipt; Displaced workers; Income Support; Payment; Labour economics; Incentive; Business; Work (physics); Demographic economics; Economics; Unemployment; Economic growth; Finance","score_opus":0.11397899046421817,"score_gpt":0.40972827550268415,"score_spread":0.295749285038466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254457921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047894474,0.0012010471,0.000076293516,0.022765545,0.0036211375,0.012321796,0.0009985345,0.00005750755,0.9110637],"genre_scores_gemma":[0.040937845,0.000037728347,0.0003113053,0.0018062114,0.00033345094,0.00041295562,0.0000842453,0.00010303131,0.9559732],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832165,0.00003328514,0.0006193179,0.00033227203,0.00024769251,0.0004458079],"domain_scores_gemma":[0.9986441,0.00041250512,0.00021346274,0.0002855908,0.00016600134,0.0002783236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031570863,0.00027087043,0.00067446,0.00015028797,0.00012778952,0.00000649218,0.0002688911,0.00019258089,0.00072384125],"category_scores_gemma":[0.0000984496,0.00024305197,0.00004306456,0.000101920865,0.000023583945,0.000048293936,0.00050770765,0.00029962717,0.000081414364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035197276,0.0000039938045,0.41221374,0.00032666398,0.000047767924,0.0000037975813,0.0006240731,0.0000061462847,1.4161878e-7,0.0011469972,0.58389467,0.0013800672],"study_design_scores_gemma":[0.00081011857,0.000098114666,0.1195048,0.0025209882,0.000037643604,1.02096706e-7,0.00041238638,2.1848538e-7,5.095521e-7,0.0011660628,0.87509423,0.00035483477],"about_ca_topic_score_codex":0.27129588,"about_ca_topic_score_gemma":0.90913194,"teacher_disagreement_score":0.63783604,"about_ca_system_score_codex":0.00057392893,"about_ca_system_score_gemma":0.0015228078,"threshold_uncertainty_score":0.99113715},"labels":[],"label_agreement":null},{"id":"W4255559429","doi":"10.32920/ryerson.14665965","title":"A talent management future for economic immigration in Canada: building on best practice diversity/inclusion and intercultural competence training","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Enthusiasm; Immigration; Multiculturalism; Teamwork; Competence (human resources); Public relations; Human resources; Business; Economic growth; Human resource management; Political science; Economics; Management; Psychology","score_opus":0.057876543036829244,"score_gpt":0.3707795753368984,"score_spread":0.31290303230006916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255559429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606202,0.00050957233,0.00034339604,0.028779399,0.0026202302,0.0019979933,0.000060957653,0.00002900799,0.0050391983],"genre_scores_gemma":[0.9931677,0.001703643,0.0022627446,0.0014878114,0.0003217766,0.00023015201,0.00012938946,0.000013703199,0.00068310346],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984605,0.00016395758,0.00040143795,0.0004864561,0.00016945243,0.0003182238],"domain_scores_gemma":[0.9991055,0.00033645332,0.0002695259,0.00016002575,0.00006897019,0.0000595243],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038158457,0.00023079454,0.00035453986,0.00008752309,0.0015445981,0.000021081962,0.00016392417,0.00013012874,0.00004609],"category_scores_gemma":[0.000027842227,0.0002010922,0.00005145866,0.000031304215,0.00001556888,0.00013850933,0.006086561,0.0005720923,0.0000017938418],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015767632,0.00046051608,0.11031538,0.009452899,0.0018389507,0.00031946917,0.6261816,0.0035101366,0.000107266795,0.056539275,0.029151106,0.16054662],"study_design_scores_gemma":[0.0016776433,0.00013708117,0.026804369,0.0034472935,0.00022267971,0.0000021313617,0.9333281,0.002056357,0.000012114785,0.00037871188,0.03131743,0.0006160975],"about_ca_topic_score_codex":0.7472935,"about_ca_topic_score_gemma":0.9738425,"teacher_disagreement_score":0.3071465,"about_ca_system_score_codex":0.002309144,"about_ca_system_score_gemma":0.0004255859,"threshold_uncertainty_score":0.99975526},"labels":[],"label_agreement":null},{"id":"W4255870953","doi":"10.4324/9781003138280-47","title":"Re-integrating Older Adults Who Have Recovered from the Novel Coronavirus into Society in the Context of Stigmatization: Lessons for Health and Social Actors in Ghana","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton Regional Hospital; University of Northern British Columbia","funders":"","keywords":"Stigma (botany); Public health; Coronavirus disease 2019 (COVID-19); Context (archaeology); Social stigma; China; Political science; Public relations; Sociology; Psychology; Medicine; Disease; Psychiatry; Nursing; Infectious disease (medical specialty); Geography; Virology; Human immunodeficiency virus (HIV)","score_opus":0.11590773689234359,"score_gpt":0.41422472887895967,"score_spread":0.2983169919866161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255870953","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027058953,0.020960981,0.0046535777,0.6758988,0.0026495196,0.026892465,0.011799255,0.00019066302,0.22989582],"genre_scores_gemma":[0.64659375,0.00966203,0.0032586753,0.09212763,0.0028312448,0.0019438788,0.007667109,0.00041941082,0.23549628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977476,0.00022884653,0.0010032714,0.0004020579,0.00028238213,0.0003358564],"domain_scores_gemma":[0.99586946,0.0028986535,0.0007289778,0.0002312066,0.00023469569,0.000036985864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008649215,0.00032185097,0.00080343673,0.000040790208,0.0009999021,0.00001883232,0.00021677974,0.00041884035,0.00019318538],"category_scores_gemma":[0.00018357785,0.00019388298,0.00018584947,0.000053053616,0.00014784119,0.00007163858,0.00018531343,0.0008684361,0.0000011433897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018632687,0.00007106922,0.011214078,0.0010583248,0.00024595525,6.724116e-7,0.71586704,1.6204552e-7,0.000003563546,0.19158873,0.057650078,0.022113984],"study_design_scores_gemma":[0.0036696917,0.000102552774,0.011739856,0.007337709,0.000056772667,1.1985533e-7,0.9376617,0.00013289503,0.0000030269339,0.0034052087,0.035512794,0.0003776684],"about_ca_topic_score_codex":0.013027495,"about_ca_topic_score_gemma":0.28755173,"teacher_disagreement_score":0.6195348,"about_ca_system_score_codex":0.00027128265,"about_ca_system_score_gemma":0.00051002874,"threshold_uncertainty_score":0.9935448},"labels":[],"label_agreement":null},{"id":"W426534832","doi":"","title":"Understanding the Limitations of Employer Prevention Programs in Transnational Settings: A Case Study of Women Workers in Canadian-Owned Maquiladoras in Honduras","year":2014,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Migrant workers; Political science; Business; Demographic economics; Economic growth; Psychology; Socioeconomics; Sociology; Economics","score_opus":0.12676713965715172,"score_gpt":0.33119280958170966,"score_spread":0.20442566992455793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W426534832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939701,0.000023452949,0.000009886227,0.000586505,0.00020233016,0.0024677902,0.000022017404,0.000017498392,0.0027004285],"genre_scores_gemma":[0.99770904,0.000031194555,0.000010939811,0.000025945434,0.000014143944,0.00007643484,0.0002528,0.000028882509,0.0018505959],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99715114,0.0008374694,0.0007189481,0.00035738418,0.00031380376,0.00062124967],"domain_scores_gemma":[0.998397,0.0006269717,0.00045755573,0.00022496675,0.00017898377,0.00011453471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009836507,0.00025412318,0.0005235657,0.0019636664,0.00033461518,0.0000074586637,0.00026996233,0.0003283548,0.000036809706],"category_scores_gemma":[0.00012604757,0.00024722907,0.00008617905,0.0019182595,0.00006721825,0.0001863993,0.00003269043,0.00071285607,0.0000015382695],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024170183,0.00039305558,0.96380186,0.00024983645,0.00010783079,0.000171768,0.032835703,0.0001340124,5.177185e-7,0.0013995076,0.00037570018,0.0002885351],"study_design_scores_gemma":[0.002484418,0.00021721443,0.12880957,0.0005781879,0.000068762834,9.41167e-9,0.86573344,0.000022051041,0.000001060357,0.0004406656,0.0014533363,0.0001913059],"about_ca_topic_score_codex":0.2175666,"about_ca_topic_score_gemma":0.9991202,"teacher_disagreement_score":0.83499223,"about_ca_system_score_codex":0.002597587,"about_ca_system_score_gemma":0.0010092967,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W427042431","doi":"","title":"L'estime de soi chez les employés québécois et l'impact que celle-ci pourrait avoir sur le rendement au travail","year":2015,"lang":"fr","type":"article","venue":"Publications Études & Analyses","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.24850218729303428,"score_gpt":0.4607291238818696,"score_spread":0.21222693658883532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W427042431","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29468602,0.05058566,0.004155205,0.58683956,0.00081979384,0.0019038768,0.0009459319,0.0008965018,0.05916744],"genre_scores_gemma":[0.94283044,0.0018887,0.0014774823,0.0026786195,0.00072453223,0.000631549,0.0005374174,0.00012701123,0.049104266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931347,0.0022355875,0.0014077115,0.000862307,0.00074914005,0.001610559],"domain_scores_gemma":[0.99441665,0.0011654011,0.0007452093,0.001146518,0.0014766043,0.0010495951],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034547308,0.0007099957,0.00093038956,0.00067537784,0.0019387503,0.00022025823,0.00085287954,0.00053231016,0.0017852813],"category_scores_gemma":[0.0023986374,0.00064931164,0.00054028793,0.0015089557,0.00056079356,0.00083624054,0.00045014147,0.0010879514,0.000784242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004537413,0.0018739278,0.3830628,0.0002161593,0.0016449812,0.0000043194973,0.024806855,0.00050859083,0.000261937,0.037935436,0.5438208,0.0058188085],"study_design_scores_gemma":[0.001271731,0.00023540309,0.33696732,0.00025974645,0.00082885625,0.0000075062135,0.015620255,0.00044817774,0.000098645876,0.0016192502,0.641953,0.00069014734],"about_ca_topic_score_codex":0.4836552,"about_ca_topic_score_gemma":0.4138217,"teacher_disagreement_score":0.64814436,"about_ca_system_score_codex":0.002160424,"about_ca_system_score_gemma":0.013292766,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W4280494329","doi":"10.5271/sjweh.4029","title":"Low-quality employment trajectories and the risk of common mental health disorders among individuals with Swedish and foreign background – a register-based cohort study","year":2022,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Register (sociolinguistics); Cohort; Mental health; Quality (philosophy); Environmental health; Cohort study; Medicine; Psychology; Psychiatry; Internal medicine","score_opus":0.025922943927707057,"score_gpt":0.33500442633540023,"score_spread":0.3090814824076932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280494329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826322,0.0029110753,0.00009441281,0.0101108,0.00020376251,0.0037996953,0.00015068534,0.000012412841,0.000084937245],"genre_scores_gemma":[0.9956892,0.0030672385,0.00012124919,0.0006411956,0.00006733239,0.00023140566,0.000023996368,0.000038426977,0.0001199418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991519,0.004705476,0.0016479588,0.00036400335,0.0011459984,0.00061760005],"domain_scores_gemma":[0.9954101,0.0006586751,0.0032038668,0.00037871645,0.00002314827,0.00032552652],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0086288415,0.00032772557,0.001209625,0.00014615871,0.0035295591,0.00002190433,0.00025572765,0.000038560822,0.00011798905],"category_scores_gemma":[0.000021283196,0.00021285817,0.00011933299,0.00023957912,0.0007972611,0.00012912427,0.00028482714,0.0010175133,4.4789218e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014125045,0.00078788836,0.9759599,0.0001730962,0.0004071036,0.0000023898967,0.018299315,0.000063882544,1.352931e-7,0.0001235756,0.001425912,0.001344324],"study_design_scores_gemma":[0.008226646,0.0043455283,0.9299904,0.00040105564,0.00012071386,0.000003968506,0.05555619,0.000002227574,3.731201e-7,0.00029903714,0.00087942556,0.0001744283],"about_ca_topic_score_codex":0.002692348,"about_ca_topic_score_gemma":0.0013487926,"teacher_disagreement_score":0.045969468,"about_ca_system_score_codex":0.00074169016,"about_ca_system_score_gemma":0.00023277714,"threshold_uncertainty_score":0.9977677},"labels":[],"label_agreement":null},{"id":"W4280499618","doi":"10.3390/ijerph19105865","title":"Non-Standard Employment and Unemployment during the COVID-19 Crisis: Economic and Health Findings from a Six-Country Survey Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; McMaster University","funders":"Queens College, City University of New York; Pontificia Universidad Católica de Chile; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vrije Universiteit Brussel; Vetenskapsrådet; Karolinska Institutet","keywords":"Unemployment; Pandemic; Demographic economics; Context (archaeology); Coronavirus disease 2019 (COVID-19); Temporary work; Precarious work; Business; Work (physics); Economic growth; Economics; Medicine; Geography","score_opus":0.14977550894859373,"score_gpt":0.4756144435375613,"score_spread":0.3258389345889676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280499618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85175174,0.0022353854,0.000009054102,0.14388801,0.0003726698,0.0007823168,0.0009331618,0.000006463487,0.00002119854],"genre_scores_gemma":[0.98639405,0.0068753385,0.000012003078,0.006117323,0.00022282364,0.00009838993,0.000047569643,0.000020853096,0.00021167012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948955,0.0018221616,0.00090497755,0.00034473196,0.0013754162,0.000657175],"domain_scores_gemma":[0.9976864,0.00088825735,0.00042690252,0.00015981836,0.000053885295,0.0007847397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011966673,0.00016648999,0.00037556648,0.00032680694,0.0031949554,0.000110855064,0.00039264731,0.000034029672,0.00060338405],"category_scores_gemma":[0.0001359976,0.00012677982,0.00003414263,0.00009002122,0.00021485276,0.00022014212,0.0013215084,0.0010803945,0.000004083594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044179,0.00037214262,0.96281135,0.000026127605,0.00026546724,0.000021907645,0.012132003,0.0000049301693,0.0000056358863,0.000093356226,0.022697432,0.0011278451],"study_design_scores_gemma":[0.0028540753,0.0018009426,0.87770194,0.000020919524,0.000003619968,0.000027197044,0.046588216,0.0000068269383,5.071219e-7,0.00033735624,0.070566386,0.00009200132],"about_ca_topic_score_codex":0.016788168,"about_ca_topic_score_gemma":0.005603794,"teacher_disagreement_score":0.1377707,"about_ca_system_score_codex":0.0036709665,"about_ca_system_score_gemma":0.0011814502,"threshold_uncertainty_score":0.9981027},"labels":[],"label_agreement":null},{"id":"W4280516068","doi":"10.1093/polsoc/puac021","title":"COVID-19, crisis responses, and public policies: from the persistence of inequalities to the importance of policy design","year":2022,"lang":"en","type":"article","venue":"Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Inequality; Public policy; Social inequality; Coronavirus disease 2019 (COVID-19); Nexus (standard); Political science; Sociology; Economics; Development economics; Economic growth; Medicine","score_opus":0.2306839757100007,"score_gpt":0.4488258836083356,"score_spread":0.21814190789833487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280516068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.523716,0.0017391249,0.000102718644,0.47262803,0.000045174635,0.00048284882,0.0007604195,0.000023537244,0.000502171],"genre_scores_gemma":[0.90398705,0.0012206419,0.000099977675,0.09335471,0.0002794859,0.00017851425,0.0000059831605,0.000010685874,0.0008629471],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99773103,0.0010828837,0.00038083387,0.00018322146,0.00026566742,0.00035635714],"domain_scores_gemma":[0.995303,0.0039148987,0.00023102766,0.00031963643,0.000081585466,0.00014985248],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016520392,0.00012217564,0.00025395822,0.0000509793,0.00271738,0.00001076029,0.00027837887,0.000051661453,0.00007933062],"category_scores_gemma":[0.0028143092,0.00007485614,0.00009956255,0.0005032293,0.00034137088,0.000053933407,0.0006543149,0.00025791622,6.1565606e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088963345,0.000028645634,0.13589524,0.00011064846,0.0001371702,2.0202027e-7,0.54605603,0.000007636316,0.000074078394,0.08771405,0.22979248,0.000094840936],"study_design_scores_gemma":[0.00055123045,0.00017349896,0.08344035,0.000019108737,0.000044161316,0.0000011166196,0.6947562,0.000016254071,0.00001481276,0.012752882,0.20807973,0.00015065355],"about_ca_topic_score_codex":0.0576357,"about_ca_topic_score_gemma":0.0009017873,"teacher_disagreement_score":0.38027108,"about_ca_system_score_codex":0.00017316616,"about_ca_system_score_gemma":0.0011609178,"threshold_uncertainty_score":0.99858093},"labels":[],"label_agreement":null},{"id":"W4280541107","doi":"10.3390/ijerph19095310","title":"What Social Supports Are Available to Self-Employed People When Ill or Injured? A Comparative Policy Analysis of Canada and Australia","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capitalism; Social security; Self-employment; Work (physics); Sociology; Economic growth; Political science; Politics; Economics; Entrepreneurship; Law; Engineering","score_opus":0.33285802709278817,"score_gpt":0.5429784117814588,"score_spread":0.21012038468867061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280541107","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063489646,0.870092,0.0000035328876,0.05747086,0.00135158,0.0025009033,0.0046173497,0.000013860143,0.00046027286],"genre_scores_gemma":[0.010644556,0.9827086,0.000034156128,0.0007746645,0.0004125087,0.00008272611,0.00019853457,0.000022425613,0.0051218513],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939015,0.0016266565,0.0014082724,0.0003210146,0.001969979,0.0007725696],"domain_scores_gemma":[0.99639726,0.0011622538,0.0013029856,0.00013961359,0.00026071415,0.00073720387],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029527785,0.00025664413,0.0016906591,0.0015886453,0.0008748565,0.00008037731,0.0004928241,0.00011415081,0.0057823053],"category_scores_gemma":[0.00030567197,0.00019348734,0.00017897146,0.00069600064,0.00013075086,0.00033407894,0.000785167,0.001193636,0.000006564966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052422704,0.0015126958,0.07959609,0.0053265733,0.01665022,0.00018260245,0.050029986,8.096335e-7,7.0777395e-7,0.00047190252,0.61680055,0.2289036],"study_design_scores_gemma":[0.00033438628,0.0004151052,0.019539548,0.0006944093,0.00013090952,0.000014288461,0.011996179,5.685876e-7,3.7954308e-8,0.000035426277,0.96670604,0.0001331035],"about_ca_topic_score_codex":0.14582288,"about_ca_topic_score_gemma":0.39741567,"teacher_disagreement_score":0.34990546,"about_ca_system_score_codex":0.0034233574,"about_ca_system_score_gemma":0.006282547,"threshold_uncertainty_score":0.9993509},"labels":[],"label_agreement":null},{"id":"W4280556577","doi":"10.3390/ijerph19105937","title":"A Qualitative Scoping Review of the Impacts of Economic Recessions on Mental Health: Implications for Practice and Policy","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"University of Alberta","keywords":"Recession; Mental health; Qualitative research; Austerity; Unemployment; Distress; Shame; Mental distress; Social isolation; Psychology; Social support; Social exclusion; Medicine; Social psychology; Psychiatry; Economic growth; Political science; Sociology; Clinical psychology; Economics; Social science","score_opus":0.3055589735347026,"score_gpt":0.6396779258832798,"score_spread":0.33411895234857714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280556577","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09793343,0.023445118,0.00001997255,0.87501234,0.00026169693,0.0016094655,0.0012527835,0.0000019664703,0.0004632594],"genre_scores_gemma":[0.8330259,0.15793787,0.0001690917,0.008408761,0.0001627935,0.000120770346,0.00003323628,0.000011688042,0.000129903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963217,0.0018627982,0.0008519141,0.000118114345,0.0005490607,0.00029641885],"domain_scores_gemma":[0.99598765,0.0024138174,0.0011560802,0.00010711282,0.0001222043,0.00021310843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007248905,0.0000683021,0.00025821727,0.00024170167,0.0010609047,0.000007414513,0.00025856562,0.000017733202,0.00011262796],"category_scores_gemma":[0.0015385418,0.000049146725,0.0000580351,0.00010502373,0.00020004172,0.00018084416,0.0004034372,0.00043584837,6.3733535e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029114808,0.005650036,0.13054428,0.019518517,0.0017740255,0.000002065191,0.18996088,0.000007869266,0.001032414,0.23416802,0.20576465,0.20866577],"study_design_scores_gemma":[0.009250187,0.0148284435,0.2772954,0.07233,0.0000288557,0.00016568761,0.26161596,0.000015945547,0.00005032961,0.023555227,0.34044623,0.00041770187],"about_ca_topic_score_codex":0.00046119976,"about_ca_topic_score_gemma":0.000079332945,"teacher_disagreement_score":0.86660355,"about_ca_system_score_codex":0.00108633,"about_ca_system_score_gemma":0.0020100465,"threshold_uncertainty_score":0.8159728},"labels":[],"label_agreement":null},{"id":"W4280584902","doi":"10.3390/ijerph19106224","title":"Informality, Social Citizenship, and Wellbeing among Migrant Workers in Costa Rica in the Context of COVID-19","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Centre for Global Health Research; York University","funders":"","keywords":"Precarity; Citizenship; Vulnerability (computing); Precarious work; Context (archaeology); Sociology; Economic growth; Political science; Social protection; Gender studies; Work (physics); Geography; Politics","score_opus":0.14603166458979688,"score_gpt":0.4680911990300131,"score_spread":0.32205953444021623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280584902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8954079,0.00070257904,0.0000049482683,0.10289287,0.00009318272,0.00029805,0.00007474289,0.0000013518168,0.0005243571],"genre_scores_gemma":[0.9958405,0.0012040487,0.0000067494343,0.0027394188,0.00008025146,0.0000298927,0.000013395359,0.0000051172615,0.00008065089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960363,0.0016443831,0.0006852858,0.00009995267,0.001137924,0.00039617097],"domain_scores_gemma":[0.99812067,0.0012708416,0.00031979757,0.00005252067,0.000040639476,0.00019551445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008817495,0.0000687587,0.00019702823,0.0004420768,0.00072197337,0.00002196772,0.000322326,0.0000338381,0.00021639891],"category_scores_gemma":[0.00041535296,0.000052325602,0.000032683936,0.00017721675,0.00035963493,0.00014791849,0.00045507983,0.0011051758,6.695506e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022566508,0.0001572242,0.9515863,0.000034278673,0.00003561644,0.000028124754,0.034683384,0.0000011878801,0.000008144915,0.0009274524,0.006552052,0.0057605514],"study_design_scores_gemma":[0.0014468319,0.00027088556,0.8097481,0.000033088363,7.9417293e-7,0.000011148706,0.15929781,0.000008358143,2.3250226e-7,0.0014215119,0.027725426,0.000035788064],"about_ca_topic_score_codex":0.0029456506,"about_ca_topic_score_gemma":0.0012768146,"teacher_disagreement_score":0.1418382,"about_ca_system_score_codex":0.0008494429,"about_ca_system_score_gemma":0.0005403807,"threshold_uncertainty_score":0.5552908},"labels":[],"label_agreement":null},{"id":"W4280610187","doi":"10.1101/2022.05.08.22274788","title":"10.4 Million Children Affected by COVID-19-associated Orphanhood and Caregiver Death: An Imperative for Action","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Poverty; Distress; Action (physics); 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Intervention (counseling); Psychology; Psychiatry; Clinical psychology; Economic growth; Disease; Virology","score_opus":0.09252655551999857,"score_gpt":0.43516863300337916,"score_spread":0.3426420774833806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280610187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885849,0.0010253906,0.00021620735,0.002563222,0.00088553753,0.0037100764,0.0022344033,0.00036634918,0.00041396456],"genre_scores_gemma":[0.97536606,0.00085986673,0.000036169447,0.000848081,0.00040134328,0.0032881435,0.0071790456,0.00010271974,0.011918604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637127,0.0014463095,0.0004542767,0.00084993255,0.0003174029,0.0005607868],"domain_scores_gemma":[0.99805343,0.0005525346,0.0004936495,0.00037909104,0.00023933251,0.00028198527],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008924552,0.0004304031,0.00062579516,0.00016715759,0.0025624218,0.000025983556,0.00024711463,0.00051691284,0.0022285227],"category_scores_gemma":[0.0008493805,0.00039582318,0.00013302051,0.00015808303,0.000065134955,0.00010718944,0.00074509863,0.0010505485,0.000022721651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005180367,0.00044710186,0.7929954,0.0007961304,0.0012319087,0.000006708221,0.030227171,0.000029946932,0.0007000362,0.0002013559,0.17187211,0.0009741291],"study_design_scores_gemma":[0.0070611476,0.0014977205,0.8809823,0.00028727506,0.00079967687,0.0000018979483,0.007374443,0.00020799856,0.00017308489,0.0017164215,0.09841741,0.0014806156],"about_ca_topic_score_codex":0.0019184956,"about_ca_topic_score_gemma":0.0012330489,"teacher_disagreement_score":0.08798694,"about_ca_system_score_codex":0.0007798273,"about_ca_system_score_gemma":0.00038382638,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W4281483102","doi":"10.3138/cpp.2021-043","title":"The Differential Impact of COVID-19 on Labour Market Outcomes of Immigrants in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Demographic economics; Pandemic; Differential (mechanical device); Coronavirus disease 2019 (COVID-19); Economics; Quantile regression; Quantile; China; Labour economics; Geography; Medicine; Econometrics","score_opus":0.04330346678775087,"score_gpt":0.38543243020433915,"score_spread":0.34212896341658827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281483102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9164218,0.00006613427,1.4484793e-7,0.07510523,0.00032008236,0.00037494223,0.0023600978,0.0000067354063,0.0053448896],"genre_scores_gemma":[0.9911249,0.00003013552,2.5463837e-7,0.0040363423,0.00006501939,0.00011416176,0.000021662692,0.000015137208,0.0045923386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977696,0.00055358117,0.00043650542,0.00014098192,0.00029489104,0.0008044192],"domain_scores_gemma":[0.9981809,0.0006536543,0.00020363854,0.00032294204,0.000061223414,0.00057760277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045708552,0.00013486992,0.00031628646,0.00047389374,0.0010986369,0.0000050007475,0.00041762454,0.00003735418,0.0022441775],"category_scores_gemma":[0.0011917299,0.000094854564,0.00008716758,0.00059223693,0.00006341505,0.000031887994,0.0001343453,0.00035275752,0.0000019333406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00002605224,0.000012477084,0.84747654,0.000026921378,0.00007719482,0.0000053796284,0.00090656726,0.0000041818053,0.0000014514909,0.01895535,0.13173957,0.00076831365],"study_design_scores_gemma":[0.000575869,0.00004256319,0.8973329,0.0000056395065,0.0000035675228,3.1254112e-7,0.0025996193,0.000007034757,2.9352643e-7,0.00040563353,0.09895002,0.00007654862],"about_ca_topic_score_codex":0.9999309,"about_ca_topic_score_gemma":0.99995553,"teacher_disagreement_score":0.0747032,"about_ca_system_score_codex":0.008214319,"about_ca_system_score_gemma":0.059351142,"threshold_uncertainty_score":0.9986679},"labels":[],"label_agreement":null},{"id":"W4281552819","doi":"10.1111/spol.12817","title":"Beyond financial constraints: The politics of Irish health system reform in the aftermath of the great recession","year":2022,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Irish Research eLibrary","keywords":"Recession; Irish; Incentive; Context (archaeology); Abandonment (legal); Politics; Welfare reform; Government (linguistics); Financial crisis; Economics; Welfare; Economic policy; Public economics; Political economy; Political science; Market economy; Macroeconomics","score_opus":0.049692319072122224,"score_gpt":0.4085966522950271,"score_spread":0.3589043332229049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281552819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8550319,0.00014538056,0.0000030438146,0.11933474,0.0003055155,0.00086047227,0.00037200152,0.000011932894,0.023934985],"genre_scores_gemma":[0.99668765,0.000026826936,0.0000022562112,0.0023758414,0.00048751585,0.00008712314,0.000013580782,0.0000045845313,0.00031460164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981861,0.0008269267,0.00045118597,0.00008427206,0.00024184992,0.00020962747],"domain_scores_gemma":[0.99929017,0.00013789715,0.0003957632,0.00011580929,0.000041897398,0.000018482251],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000969336,0.00007601726,0.00017254252,0.000033501266,0.0025662575,0.0000048578754,0.0001530114,0.000053409753,0.000009674349],"category_scores_gemma":[0.00009529867,0.00003957917,0.00005007315,0.00024054067,0.00027681328,0.000038462393,0.00010548587,0.00030893093,2.754718e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008931262,0.00008458495,0.016427694,0.00060296216,0.000015065464,9.5015946e-7,0.07889619,2.9045268e-7,0.000033953358,0.88821244,0.012422245,0.003214317],"study_design_scores_gemma":[0.0012962933,0.0005526638,0.6076828,0.00033348266,0.000040119998,0.000009380849,0.3480315,0.0000096181975,0.00005230843,0.020157754,0.021668933,0.00016515153],"about_ca_topic_score_codex":0.0025528423,"about_ca_topic_score_gemma":0.00096224423,"teacher_disagreement_score":0.8680547,"about_ca_system_score_codex":0.00029888455,"about_ca_system_score_gemma":0.0009394293,"threshold_uncertainty_score":0.99873227},"labels":[],"label_agreement":null},{"id":"W4281950152","doi":"10.4018/978-1-6684-3937-1.ch016","title":"Gender-Related Stress at Work","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in human resources management and organizational development book series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yorkville University","funders":"","keywords":"Likert scale; Psychology; Work stress; Sample (material); Inequality; Work (physics); Social psychology; Demographic economics; Engineering; Developmental psychology; Economics","score_opus":0.021821740390719595,"score_gpt":0.2896135708189546,"score_spread":0.267791830428235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281950152","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026511224,0.021811774,0.0000054169177,0.00040278936,0.0004438995,0.0011421578,0.00003202256,0.00019393346,0.9733169],"genre_scores_gemma":[0.0022380769,0.023523904,0.00022142063,0.00041725358,0.00011356442,0.00020458005,0.0011266535,0.00012779766,0.97202677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971076,0.000079361766,0.00097392965,0.0006999396,0.0006647441,0.0004743773],"domain_scores_gemma":[0.9989824,0.00010806073,0.0004886896,0.0002477758,0.00009290547,0.000080150036],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024163791,0.00052919553,0.00050175766,0.00041649537,0.0024094433,0.000029113475,0.00031718946,0.00019436721,0.017263794],"category_scores_gemma":[0.0000107270625,0.0005374543,0.000044274762,0.00016404118,0.00021911129,0.00045564695,0.0019076733,0.00052174064,0.00012378348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008001668,0.000030654264,0.1725477,0.0010109214,0.000360637,0.000046653124,0.008899113,0.000058200894,5.1370546e-7,0.8072754,0.008881821,0.0008083442],"study_design_scores_gemma":[0.0005388721,0.00002460239,0.037243836,0.000482103,0.0000549837,9.4261657e-7,0.0009231616,8.1796614e-8,0.0000017293022,0.014262104,0.94590497,0.0005626346],"about_ca_topic_score_codex":0.0000019665017,"about_ca_topic_score_gemma":0.00014257427,"teacher_disagreement_score":0.9370231,"about_ca_system_score_codex":0.00052719127,"about_ca_system_score_gemma":0.000046242872,"threshold_uncertainty_score":0.9997077},"labels":[],"label_agreement":null},{"id":"W4281978441","doi":"10.1111/capa.12457","title":"Recognizing precarity? A comparative analysis of governmental documents in provincial and federal administrations","year":2022,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; University of Toronto; University of Victoria; Concordia University","funders":"","keywords":"Precarity; Poverty; Immigration; Population ageing; Diversity (politics); Demographic economics; Political science; Poverty level; Population; Gerontology; Economic growth; Sociology; Medicine; Demography; Economics","score_opus":0.07605770274494512,"score_gpt":0.39073257877110074,"score_spread":0.3146748760261556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281978441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659006,0.000051093608,0.000009963628,0.0105276685,0.00016959805,0.00077190896,0.0008041648,0.000016028976,0.021748992],"genre_scores_gemma":[0.99759233,0.000005160938,0.00004595835,0.00030495526,0.000039133265,0.0003761402,0.0005995148,0.0000059842587,0.0010308328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830693,0.00033914548,0.0004962888,0.0002518405,0.00026445254,0.00034135926],"domain_scores_gemma":[0.99924797,0.00012308266,0.00022631581,0.00011772246,0.000074345015,0.0002105644],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004315871,0.00011557445,0.00028542086,0.0003652361,0.0013410074,0.000030134615,0.00009920946,0.000058587437,0.0007501173],"category_scores_gemma":[0.000081044454,0.00013376643,0.000048986083,0.00080761674,0.00006330032,0.00025932826,0.00007204694,0.00028957048,0.0000021674443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051811076,0.00008838788,0.9549705,0.000023316405,0.00027336218,0.000008435715,0.0035138975,0.000001400643,0.000028401168,0.038246326,0.0023707303,0.0004234424],"study_design_scores_gemma":[0.001388398,0.0006719067,0.85526276,0.000025430729,0.00028489725,0.000003136276,0.065813795,0.00087568874,0.000021226824,0.00048383675,0.074786276,0.00038262925],"about_ca_topic_score_codex":0.022913648,"about_ca_topic_score_gemma":0.9330736,"teacher_disagreement_score":0.9101599,"about_ca_system_score_codex":0.0012246638,"about_ca_system_score_gemma":0.0023339738,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W4282829756","doi":"10.1093/cdn/nzac071.002","title":"Paid Maternity Leave in Vietnam: Awareness, Perceptions, Gaps, and Uptake Among Formally Employed Pregnant Women and Mothers of Infants","year":2022,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Maternity leave; Medicine; Nursing; Family medicine; Demography; Sick leave","score_opus":0.03908848130187321,"score_gpt":0.35755126445043184,"score_spread":0.31846278314855864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282829756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629587,0.0018328371,0.0000075123135,0.000100284364,0.00038985684,0.001149658,0.00008318668,0.000031434316,0.00010934778],"genre_scores_gemma":[0.9909997,0.0068112216,0.000107262655,0.00004432881,0.00002086165,0.0018088366,0.00009890232,0.00001814282,0.000090773734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803025,0.00030778573,0.0006845862,0.00028559836,0.00025968763,0.00043209587],"domain_scores_gemma":[0.9995105,0.000061127015,0.0001987101,0.00010856865,0.000055402386,0.00006565278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007003984,0.00017481763,0.00032284152,0.00032452334,0.0005605719,0.000008125611,0.00010316224,0.00006673403,0.00012955851],"category_scores_gemma":[0.000039818293,0.00017658832,0.000018112303,0.00025861178,0.000083333,0.00022750482,0.00036477303,0.00037443216,0.0000023235662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011008769,0.00028610043,0.96835095,0.0010771605,0.000014908772,0.0000020831933,0.021205818,0.000001396117,0.000042517637,0.000036454567,0.0003821116,0.008490432],"study_design_scores_gemma":[0.002574517,0.00006880886,0.9799437,0.0016022421,0.0000048274533,7.730318e-7,0.011435911,0.000017063152,0.0000088237875,0.0006097526,0.0035495083,0.00018407009],"about_ca_topic_score_codex":0.000101057434,"about_ca_topic_score_gemma":0.00033390743,"teacher_disagreement_score":0.011592773,"about_ca_system_score_codex":0.00039737517,"about_ca_system_score_gemma":0.000108759916,"threshold_uncertainty_score":0.72010624},"labels":[],"label_agreement":null},{"id":"W4282940811","doi":"10.9778/cmajo.20210338","title":"Precarious work among personal support workers in the Greater Toronto Area: a respondent-driven sampling study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Institute of Population and Public Health; University of Toronto; Public Health Agency; McMaster University; St. Michael's Hospital Foundation; Government of Ontario; Physicians' Services Incorporated Foundation; Public Health Agency of Canada","keywords":"Respondent; Workforce; Logistic regression; Medicine; Empowerment; Health care; Confidence interval; Demography; Sociology; Political science","score_opus":0.14781787503908755,"score_gpt":0.4326605905637551,"score_spread":0.28484271552466756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282940811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97043115,0.00013098934,0.0000032277255,0.0019523174,0.00052558846,0.004261854,0.000020099944,0.00004245404,0.02263232],"genre_scores_gemma":[0.9745884,0.000005211043,0.000025451438,0.0009482511,0.00012896948,0.0038053943,0.000024040011,0.000030106074,0.020444207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678445,0.0013220964,0.00043533026,0.00041862795,0.00046928355,0.0005702131],"domain_scores_gemma":[0.99896234,0.00037738596,0.0001501126,0.00040346457,0.000043416854,0.00006324844],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002026649,0.00019420935,0.00033194036,0.00005634074,0.002262081,0.00006482097,0.0009864579,0.000054431508,0.0053054844],"category_scores_gemma":[0.000056934485,0.00013822074,0.000069029535,0.00029429502,0.000047720907,0.00023443843,0.0020408323,0.0006538596,0.000052033894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003362039,0.000127968,0.7593794,0.0000067337933,0.00006165673,0.00004592917,0.21364145,0.00001108484,0.0000011133397,0.000011048162,0.026083881,0.00029352418],"study_design_scores_gemma":[0.0009812663,0.0002032359,0.7023383,0.000045265846,0.000029146306,6.383471e-7,0.2806159,0.0000026548387,6.593352e-8,0.00002653713,0.015631218,0.0001257892],"about_ca_topic_score_codex":0.028217854,"about_ca_topic_score_gemma":0.07470441,"teacher_disagreement_score":0.06697444,"about_ca_system_score_codex":0.00054362864,"about_ca_system_score_gemma":0.00017913975,"threshold_uncertainty_score":0.99903685},"labels":[],"label_agreement":null},{"id":"W4282965766","doi":"10.3390/ijerph19127354","title":"Employment Status and Alcohol-Attributable Mortality Risk—A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Meta-analysis; Relative risk; PsycINFO; Confidence interval; Demography; Environmental health; Unemployment; Systematic review; Public health; Psychological intervention; Attributable risk; MEDLINE; Gerontology; Psychiatry; Population; Internal medicine; Pathology; Biology","score_opus":0.5020148906334813,"score_gpt":0.5726051541790967,"score_spread":0.07059026354561548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282965766","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016606449,0.9904537,0.0000087236,0.0050189034,0.000112773545,0.002220079,0.0018921581,0.0000064571036,0.000121114055],"genre_scores_gemma":[0.00047499852,0.9967844,0.000022250137,0.00082689355,0.000087178814,0.00042698267,0.00019428239,0.000029777622,0.0011532669],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877736,0.00631999,0.002439239,0.00044990543,0.0021599275,0.0008573505],"domain_scores_gemma":[0.9938699,0.0024551325,0.0023467566,0.0003176476,0.0001532177,0.00085732643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01548452,0.0003629116,0.0047267494,0.0008813289,0.0011240662,0.000094696166,0.00046298094,0.00011800575,0.0030567585],"category_scores_gemma":[0.001057734,0.000235762,0.0006799715,0.00039565618,0.0002602134,0.0002711549,0.001149773,0.002011399,0.000010738562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023026385,0.00083791796,0.016231928,0.52445346,0.41278765,0.00008047574,0.0012495016,1.8669978e-7,2.752292e-8,0.0006300143,0.0049950066,0.03871083],"study_design_scores_gemma":[0.0003549286,0.0004033343,0.0018300898,0.006131075,0.102624044,0.000041220563,0.0010597917,5.7374757e-7,3.9249537e-9,0.00020629191,0.887129,0.00021961922],"about_ca_topic_score_codex":0.00085247704,"about_ca_topic_score_gemma":0.00015691455,"teacher_disagreement_score":0.882134,"about_ca_system_score_codex":0.0012410352,"about_ca_system_score_gemma":0.00073996536,"threshold_uncertainty_score":0.9978546},"labels":[],"label_agreement":null},{"id":"W4282972488","doi":"10.1080/1600910x.2022.2077400","title":"Low-skill no more! essential workers, social reproduction and the legitimacy-crisis of the division of labour","year":2022,"lang":"en","type":"article","venue":"Distinktion Journal of Social Theory","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Praise; Workforce; Labour economics; Reproduction; Legitimacy; Division of labour; Social reproduction; Wage; Realm; Sociology; Public relations; Economics; Political science; Economic growth; Market economy; Social science; Psychology; Social psychology; Law","score_opus":0.01580123522326949,"score_gpt":0.3495900097813473,"score_spread":0.3337887745580778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282972488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97489095,0.00036886695,0.00019270394,0.020648047,0.0019937365,0.0003529985,0.00006625403,0.000010212664,0.0014762027],"genre_scores_gemma":[0.9971579,0.000051853884,0.000010740626,0.0002293241,0.0012138394,0.000017382226,0.0000039657984,0.000014316336,0.0013007235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964194,0.0020038728,0.0007360031,0.00012558352,0.0005414652,0.00017362702],"domain_scores_gemma":[0.9974546,0.00039371845,0.001510032,0.00012215492,0.00049600657,0.000023485694],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038237963,0.00010690781,0.00035333275,0.00006032949,0.002759203,0.000006335336,0.000228946,0.000058676105,0.0003861632],"category_scores_gemma":[0.000562932,0.000064135274,0.00025604272,0.0002599316,0.00053743937,0.000091259106,0.00031973753,0.00061841315,0.0000013460331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008603086,0.0006534059,0.048733808,0.0006929282,0.00084545376,0.0000050653175,0.26064816,0.00004649987,0.0015092505,0.5845866,0.08044048,0.01323526],"study_design_scores_gemma":[0.00791229,0.00025513666,0.49304965,0.0003258238,0.0005120244,0.000009052409,0.3357101,0.000009462866,0.00053648173,0.13822904,0.023137147,0.00031379575],"about_ca_topic_score_codex":0.000051026513,"about_ca_topic_score_gemma":0.0000032768655,"teacher_disagreement_score":0.44635758,"about_ca_system_score_codex":0.00007621306,"about_ca_system_score_gemma":0.00011078325,"threshold_uncertainty_score":0.9985391},"labels":[],"label_agreement":null},{"id":"W4283219658","doi":"10.1186/s12939-022-01684-7","title":"How does informal employment affect health and health equity? Emerging gaps in research from a scoping review and modified e-Delphi survey","year":2022,"lang":"en","type":"review","venue":"International Journal for Equity in Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Health policy; Health services research; Social policy; Health equity; Informal sector; Delphi method; Context (archaeology); Equity (law); Business; Public economics; Political science; Economic growth; Health care; Economics","score_opus":0.7023987703829939,"score_gpt":0.6838747551262607,"score_spread":0.018524015256733195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283219658","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010019178,0.927237,0.00006609275,0.06023854,0.0028962982,0.008536102,0.00079889654,0.000035569305,0.00009132154],"genre_scores_gemma":[0.0001726372,0.9907892,0.00012555344,0.005381422,0.0006891453,0.0014966298,0.00092961936,0.000085541236,0.00033027405],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9825544,0.008153485,0.004358166,0.00086591917,0.001925737,0.0021423255],"domain_scores_gemma":[0.99012446,0.005190526,0.0030944375,0.00035642303,0.00042150338,0.00081264327],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.050211903,0.0006223597,0.0037255867,0.0015661864,0.0024973247,0.0002318001,0.0010079602,0.00023606973,0.00010061213],"category_scores_gemma":[0.0025239687,0.0004865298,0.00027110308,0.00068415946,0.00012782082,0.00052653137,0.0033188504,0.0043415227,0.0000028261545],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00011276903,0.0001298675,0.005592186,0.19028245,0.0002262955,0.000015288397,0.0046647848,0.0000017385511,6.5512658e-9,0.0008092131,0.0077864258,0.790379],"study_design_scores_gemma":[0.0018698857,0.00087494537,0.0019667163,0.49129564,0.000033546476,0.00003148666,0.0016107816,0.000016989736,6.3301013e-9,0.0014484212,0.50037616,0.00047539055],"about_ca_topic_score_codex":0.024805719,"about_ca_topic_score_gemma":0.063891,"teacher_disagreement_score":0.7899036,"about_ca_system_score_codex":0.0063686725,"about_ca_system_score_gemma":0.011036661,"threshold_uncertainty_score":0.99975866},"labels":[],"label_agreement":null},{"id":"W4284894636","doi":"10.1093/ijnp/pyac032.033","title":"PROMOTING SYSTEM REFORM AND GETTING OUT OF THE MIDDLE-INCOME TRAP — FROM THE PERSPECTIVE DRIVEN BY EMOTION AND PSYCHOLOGICAL BEHAVIOR","year":2022,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Middle income trap; Happiness; Psychology; China; Population; Feeling; Demographic economics; Polarization (electrochemistry); Social psychology; Economics; Development economics; Political science; Sociology; Demography","score_opus":0.07909369249826906,"score_gpt":0.4189773335193571,"score_spread":0.33988364102108803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284894636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93693066,0.00046832298,0.0000049238292,0.058239613,0.0034678588,0.0003826338,0.000055354292,0.000009795176,0.00044085452],"genre_scores_gemma":[0.99728984,0.000111915164,0.000011317551,0.0018615195,0.00052032265,0.00004054778,0.000001067033,0.0000116363935,0.00015184925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772114,0.0010971834,0.000492772,0.00014976066,0.00038511748,0.00015405701],"domain_scores_gemma":[0.99814534,0.00061726157,0.0008390889,0.000095415555,0.00026888194,0.000033981312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007905437,0.00010431344,0.00018855755,0.000041258456,0.00084239506,0.000010188203,0.0006128423,0.0000353382,0.000085842796],"category_scores_gemma":[0.00006218028,0.000050382372,0.00007967642,0.00006732732,0.00017419517,0.0000588638,0.00042089928,0.0009407091,0.0000011021881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003949259,0.0011989241,0.37993535,0.000101453064,0.001953997,0.00021474957,0.21097842,0.00002039701,0.36877173,0.006470842,0.020728623,0.0056762295],"study_design_scores_gemma":[0.0054407106,0.0010656458,0.87029934,0.00027431018,0.00043153577,0.0003790305,0.11548424,0.0001833063,0.00020535117,0.00086397666,0.005178637,0.00019390705],"about_ca_topic_score_codex":0.00010855579,"about_ca_topic_score_gemma":0.000012135574,"teacher_disagreement_score":0.490364,"about_ca_system_score_codex":0.0002893503,"about_ca_system_score_gemma":0.000027333874,"threshold_uncertainty_score":0.6479107},"labels":[],"label_agreement":null},{"id":"W4284964316","doi":"10.1016/j.lanwpc.2022.100537","title":"COVID-19: An opportunity to combat the burden of poor mental health in Australian workplaces","year":2022,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Job security; Scopus; Population; Mental illness; Medicine; Workplace violence; Pandemic; Psychology; Psychiatry; Gerontology; Political science; Coronavirus disease 2019 (COVID-19); Work (physics); Environmental health; Suicide prevention; MEDLINE; Poison control; Engineering","score_opus":0.2516194301384257,"score_gpt":0.4786373768190523,"score_spread":0.22701794668062658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284964316","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15028512,0.0007063071,0.0000052840232,0.84510535,0.0005383156,0.002206307,0.0004359039,0.000076035714,0.000641347],"genre_scores_gemma":[0.86430925,0.00075553113,0.000030472991,0.12755714,0.00075218186,0.0005646544,0.0002519268,0.00003126174,0.00574759],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933822,0.0036898071,0.0008960084,0.0003796174,0.0006153819,0.0010369578],"domain_scores_gemma":[0.99695647,0.00062333135,0.0006092502,0.00067896774,0.00004579572,0.001086166],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050214333,0.00023775935,0.0007093803,0.00013962663,0.0037262419,0.000011949683,0.00081099814,0.0000535047,0.00057544175],"category_scores_gemma":[0.00011457535,0.00015265355,0.00007120496,0.00050369126,0.00022037094,0.00008438571,0.0003705933,0.0010197521,0.000023518412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083331263,0.00016966312,0.0795244,0.00040521,0.000037294478,0.000004126694,0.11195492,0.00023541009,0.000004354594,0.0028478478,0.80169195,0.0022915225],"study_design_scores_gemma":[0.0013200344,0.00069858605,0.054249924,0.00019331585,0.0000049201767,0.000011288623,0.109269775,0.00002027999,2.452194e-7,0.0009992805,0.83305895,0.00017338297],"about_ca_topic_score_codex":0.017607301,"about_ca_topic_score_gemma":0.006813803,"teacher_disagreement_score":0.71754825,"about_ca_system_score_codex":0.0009830544,"about_ca_system_score_gemma":0.0028970276,"threshold_uncertainty_score":0.99757075},"labels":[],"label_agreement":null},{"id":"W4285020816","doi":"10.22215/etd/2022-14995","title":"“Labour Activists Always Find a Way:” Social Reproductive Unions and their Social Unionism During the COVID-19 Pandemic","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Politics; Political science; Trade union; Health care; Ethnography; Collective bargaining; Public relations; Sociology; Political economy; Economic growth; Economics; Law; Labour economics","score_opus":0.0848001973065972,"score_gpt":0.4313706733212783,"score_spread":0.3465704760146811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285020816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951228,0.00047889864,0.000008809134,0.023777155,0.0016151018,0.001746201,0.00036754407,0.0003474998,0.020430773],"genre_scores_gemma":[0.7657057,0.0005607872,0.000003751585,0.001651021,0.0019394296,0.0011136982,0.00094309455,0.00009480542,0.22798768],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962644,0.001299756,0.0005554683,0.0008175146,0.00038129825,0.0006815925],"domain_scores_gemma":[0.9980079,0.0007726391,0.0005981561,0.000320606,0.0001891254,0.00011156828],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011333355,0.00048158524,0.00061944546,0.00016672656,0.01861469,0.00003337052,0.0003206027,0.000461203,0.0016790294],"category_scores_gemma":[0.0004026705,0.00032980385,0.00018504952,0.0003639327,0.00018516245,0.00010963135,0.00039669537,0.0021399574,0.000017132685],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095508184,0.00018302686,0.052303288,0.0016318057,0.0013165468,0.0000120518835,0.81232446,0.000002122924,0.0011326179,0.053317867,0.07402621,0.0027948853],"study_design_scores_gemma":[0.0012083492,0.000047759797,0.48320696,0.00003560262,0.00012048982,0.000004146114,0.32970586,8.448508e-7,0.00001783156,0.008868404,0.17626105,0.0005226992],"about_ca_topic_score_codex":0.002491389,"about_ca_topic_score_gemma":0.00813669,"teacher_disagreement_score":0.48261863,"about_ca_system_score_codex":0.00077290303,"about_ca_system_score_gemma":0.0007742166,"threshold_uncertainty_score":0.9999154},"labels":[],"label_agreement":null},{"id":"W4285042589","doi":"10.22215/etd/2022-15082","title":"Living in Algorithmic Governance: A Study in the Digital Governance of Social Assistance in Ontario","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Carleton University","keywords":"Corporate governance; Public relations; Autonomy; Welfare; Discretion; Political science; Knowledge management; Computer science; Economics; Management; Law","score_opus":0.03396691074456713,"score_gpt":0.380239948048101,"score_spread":0.34627303730353387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285042589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8957055,0.00029223048,1.7694478e-7,0.000273679,0.00057855033,0.0016401398,0.000052113883,0.000013119396,0.10144447],"genre_scores_gemma":[0.9292542,0.000052691794,0.0000034526815,0.00008254926,0.000061335806,0.0010040579,0.000078802856,0.000025882433,0.069437064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709517,0.00041448933,0.0009835333,0.0003842167,0.0006887121,0.00043390808],"domain_scores_gemma":[0.99849015,0.0005880911,0.00065947446,0.00020310543,0.00004607131,0.000013126881],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008997669,0.0002614723,0.0006158689,0.00008019409,0.00031492257,0.000019461633,0.00043462406,0.0001675252,0.0010342607],"category_scores_gemma":[0.00015558176,0.00021068948,0.00008337146,0.00049520616,0.000022078413,0.00016131283,0.00014861477,0.0018382714,0.000007780347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101083,0.00051083113,0.804713,0.00011297366,0.000019507086,0.00002050718,0.19049585,0.0000010161626,5.066e-7,0.0019480304,0.0012878403,0.00078884204],"study_design_scores_gemma":[0.0007193262,0.00007431921,0.82710356,0.00039742226,0.000008895061,5.1821356e-8,0.16592003,0.0000022061513,6.180808e-8,0.000095428964,0.0055148327,0.00016384886],"about_ca_topic_score_codex":0.2712303,"about_ca_topic_score_gemma":0.98696727,"teacher_disagreement_score":0.715737,"about_ca_system_score_codex":0.0016360955,"about_ca_system_score_gemma":0.0007017785,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W4285082607","doi":"10.1016/s2214-109x(22)00203-0","title":"Work and health challenges of Indigenous people in Canada","year":2022,"lang":"en","type":"review","venue":"The Lancet Global Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Dentistry, University of Alberta; Alberta Medical Association; University of Alberta","keywords":"Indigenous; Redress; Commission; Occupational safety and health; Mental health; Socioeconomic status; Environmental health; Medicine; Socioeconomics; Political science; Economic growth; Geography; Sociology; Population; Psychiatry; Law","score_opus":0.2364052270857846,"score_gpt":0.4889172462474345,"score_spread":0.2525120191616499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285082607","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001487646,0.95649177,2.1402644e-7,0.03801258,0.00073690235,0.0023235832,0.0005150737,0.000028552495,0.0017425928],"genre_scores_gemma":[0.0005059663,0.9953728,0.000008226172,0.003335157,0.00029498848,0.00034294243,0.000059655235,0.000026208072,0.00005409006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948372,0.0020992917,0.0011751859,0.00035142858,0.00037685226,0.0011599886],"domain_scores_gemma":[0.9975809,0.0005871164,0.0011317442,0.00051640416,0.000021212063,0.00016265786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025282372,0.00032278209,0.0032138561,0.000051143357,0.0009410153,0.0000023859445,0.00046328804,0.00009372781,0.0000683559],"category_scores_gemma":[0.0000361197,0.00021361033,0.00007824649,0.00060276623,0.000036412155,0.000017318698,0.00046352146,0.0010399289,0.0000043506857],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013241234,0.000023598614,0.023794968,0.036359545,0.000063247295,0.000002558068,0.0045004394,2.1461925e-7,9.466282e-12,0.0044798506,0.021979162,0.9087832],"study_design_scores_gemma":[0.00025739108,0.00010019694,0.06896649,0.006585558,0.000022612088,0.0000023438445,0.002577597,5.027976e-8,6.374965e-11,0.0002903835,0.921061,0.0001363848],"about_ca_topic_score_codex":0.9507773,"about_ca_topic_score_gemma":0.99556464,"teacher_disagreement_score":0.90864676,"about_ca_system_score_codex":0.0055424185,"about_ca_system_score_gemma":0.018878818,"threshold_uncertainty_score":0.9982751},"labels":[],"label_agreement":null},{"id":"W4285174172","doi":"10.2139/ssrn.4154047","title":"The Great Canadian Recovery: The Impact of COVID-19 on Canada's Labour Market","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of British Columbia Hospital; University of British Columbia; McGill University; McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Economics; Medicine; Virology; Outbreak","score_opus":0.02023377348204883,"score_gpt":0.34698543047914676,"score_spread":0.3267516569970979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285174172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7049155,0.006695718,0.000011473027,0.2527066,0.0017863623,0.0010427963,0.00047675997,0.000027143062,0.032337658],"genre_scores_gemma":[0.95595396,0.002933815,2.7514244e-7,0.0025967355,0.00025385644,0.000053366617,0.0000052701116,0.00002152816,0.038181167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953503,0.0012279679,0.00034166832,0.00012751622,0.00041793892,0.0025346077],"domain_scores_gemma":[0.99822676,0.0008872712,0.0002869534,0.0002605873,0.00009148292,0.00024691486],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004420843,0.00014767633,0.00018620232,0.00008293137,0.008549881,0.000012660345,0.0005254627,0.000036736885,0.0015101589],"category_scores_gemma":[0.00044654668,0.00007657983,0.00013454155,0.00026645846,0.000049540635,0.0000314202,0.00010022699,0.003184224,0.000004773762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00056541146,0.000020814172,0.11620672,0.000010876189,0.00069080695,0.000020334592,0.0014005647,0.0003977333,0.0000025161353,0.06962564,0.8051119,0.00594672],"study_design_scores_gemma":[0.00087969477,0.00090750575,0.059168607,0.000015157988,0.000038497416,0.000085831794,0.027984729,0.00001549607,4.2532332e-7,0.07880481,0.8319203,0.00017892745],"about_ca_topic_score_codex":0.9898647,"about_ca_topic_score_gemma":0.9994034,"teacher_disagreement_score":0.25103846,"about_ca_system_score_codex":0.016729932,"about_ca_system_score_gemma":0.07803745,"threshold_uncertainty_score":0.9994026},"labels":[],"label_agreement":null},{"id":"W4285178332","doi":"10.7202/1088844ar","title":"La santé des chômeurs au prisme de l’activité","year":2022,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0997414738175358,"score_gpt":0.42418546978750526,"score_spread":0.3244439959699695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285178332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6703137,0.0180996,0.0004387889,0.0742206,0.0042523276,0.0009434836,0.0001911232,0.00035604753,0.23118429],"genre_scores_gemma":[0.9485045,0.007934209,0.0009362672,0.0054362626,0.0015150793,0.000871373,0.000023280476,0.00013396509,0.034645073],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99165785,0.0047375993,0.0006662703,0.0007370814,0.00027695295,0.0019242204],"domain_scores_gemma":[0.9962129,0.0021962798,0.0003696647,0.00077937625,0.000084141786,0.0003576402],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034556256,0.00044791363,0.0006154511,0.00020878845,0.0024428407,0.000025450207,0.00067750976,0.000489274,0.0022740448],"category_scores_gemma":[0.0009488143,0.0004979517,0.00030866766,0.0005933689,0.00055612944,0.00016255645,0.000585448,0.0025575638,0.0003477252],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048294303,0.0015829051,0.3547025,0.0014119415,0.00037189544,0.0009627188,0.101510786,0.0000975584,0.00040776408,0.026507972,0.19490358,0.31705743],"study_design_scores_gemma":[0.0009936724,0.0004904274,0.3152591,0.00040153778,0.00016750289,0.00018940141,0.018477535,0.000032497006,0.000014389107,0.025476286,0.6380009,0.0004967706],"about_ca_topic_score_codex":0.008453491,"about_ca_topic_score_gemma":0.0067999293,"teacher_disagreement_score":0.4430973,"about_ca_system_score_codex":0.002704184,"about_ca_system_score_gemma":0.0011049841,"threshold_uncertainty_score":0.9997472},"labels":[],"label_agreement":null},{"id":"W4285200153","doi":"10.5751/es-13166-270226","title":"Resilient utopias","year":2022,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Humanities; Philosophy","score_opus":0.03804256377047043,"score_gpt":0.3809793990968433,"score_spread":0.34293683532637287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285200153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96466225,0.00024057298,0.0000031747807,0.010838589,0.000773178,0.00019142979,0.000007926405,0.000047852343,0.023235003],"genre_scores_gemma":[0.9508114,0.0001760375,0.000044242905,0.007867323,0.00010946943,0.00020826365,0.000006917094,0.000004781024,0.040771596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993322,0.00019612903,0.00010703513,0.00011256254,0.00005165517,0.00020045677],"domain_scores_gemma":[0.9996593,0.00020059344,0.000036805657,0.00006417883,0.000014694768,0.000024407369],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003728049,0.00004349504,0.000094311625,0.000006791679,0.0030671165,7.6445673e-7,0.000043540284,0.000051012772,0.0017889744],"category_scores_gemma":[0.000016508446,0.000039116694,0.000040062783,0.000042943553,0.000059830934,0.000014072845,0.00030181184,0.00033637788,0.000028571818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006781075,0.000022325201,0.63973886,0.000014995885,0.00003121753,0.0000013410148,0.015942337,0.0000013010476,0.000009534036,0.015508564,0.32858825,0.00013451179],"study_design_scores_gemma":[0.00030895375,0.000066339766,0.61157036,0.00000109374,0.000007233875,4.6278151e-7,0.012679007,0.00000925714,6.161188e-7,0.0016939555,0.37362206,0.00004067486],"about_ca_topic_score_codex":0.00002747409,"about_ca_topic_score_gemma":0.00005414636,"teacher_disagreement_score":0.045033813,"about_ca_system_score_codex":0.000054650285,"about_ca_system_score_gemma":0.00003982796,"threshold_uncertainty_score":0.9991235},"labels":[],"label_agreement":null},{"id":"W4285359887","doi":"10.1332/policypress/9781447359517.001.0001","title":"The Changing Politics and Policy of Austerity","year":2021,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Capitalism; Neoliberalism (international relations); Political economy; Politics; Political science; Democracy; Corporate governance; Development economics; Economics; Economic system","score_opus":0.10634310573091088,"score_gpt":0.43346208004595715,"score_spread":0.3271189743150463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285359887","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027060794,0.0031932595,0.000005121281,0.0028008197,0.00034548843,0.0007594191,0.00026510557,0.000069489426,0.9922907],"genre_scores_gemma":[0.0024744594,0.0010784772,0.000013712468,0.0012756288,0.0035201057,0.00015235318,0.000024556895,0.00007270414,0.991388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975544,0.0003067442,0.00063143315,0.00029554003,0.00028779558,0.0009240609],"domain_scores_gemma":[0.9977344,0.0008340363,0.00046254703,0.0005811322,0.00024354183,0.0001443197],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00036519935,0.00033946056,0.0006012416,0.00026021965,0.0015057558,0.00002367693,0.00028484967,0.0003917955,0.000008887714],"category_scores_gemma":[0.00032963054,0.00025102368,0.00012906581,0.000033361997,0.00041400513,0.000022422984,0.0013345006,0.0007415575,0.0000049222563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000122459605,0.000006699088,0.00015772288,0.0012331376,0.0002479908,0.0000037621594,0.013613956,5.248998e-8,0.00000698869,0.9489202,0.032695346,0.003101884],"study_design_scores_gemma":[0.00032514747,0.00002942277,0.0003461621,0.0007045349,0.000104203486,0.0000020423606,0.0004345721,0.0000022876989,0.000036409212,0.028612861,0.969182,0.00022031482],"about_ca_topic_score_codex":0.006203663,"about_ca_topic_score_gemma":0.0004152236,"teacher_disagreement_score":0.9364867,"about_ca_system_score_codex":0.00021515453,"about_ca_system_score_gemma":0.001354031,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W4285393295","doi":"10.1080/14693062.2022.2086843","title":"Whose jobs face transition risk in Alberta? Understanding sectoral employment precarity in an oil-rich Canadian province","year":2022,"lang":"en","type":"article","venue":"Climate Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Clarendon Fund; University of Oxford; Robertson Foundation","keywords":"Precarity; Face (sociological concept); Business; Transition (genetics); Labour economics; Economics; Economic growth; Economic geography; Market economy; Sociology","score_opus":0.08616994507581734,"score_gpt":0.395069624273031,"score_spread":0.3088996791972137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285393295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97506607,0.00007020163,0.0000060416023,0.01591066,0.00028252808,0.000708781,0.0004127313,0.00005941775,0.0074835443],"genre_scores_gemma":[0.9972478,0.00017239092,0.000011554295,0.0012732205,0.00014666797,0.00041653615,0.0001223922,0.000038294944,0.0005711344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675894,0.0010381576,0.00048877305,0.0003831037,0.00022003458,0.0011110166],"domain_scores_gemma":[0.99918133,0.00017113214,0.00013679983,0.00025779614,0.000023824743,0.00022909966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007923866,0.00020827485,0.000303687,0.0005651392,0.0016533303,0.000017715445,0.00019415151,0.00010430756,0.00023336186],"category_scores_gemma":[0.000069291826,0.00022271743,0.000043997312,0.0006196094,0.000045373345,0.00022997487,0.0001595577,0.0008243156,0.000027564418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008698425,0.000121754936,0.92500347,0.00013401754,0.00001271342,0.00001833845,0.06304924,0.00041085176,0.000019049636,0.010174175,0.00053741527,0.00043199988],"study_design_scores_gemma":[0.0029289753,0.00040053562,0.9309417,0.00022327802,0.00003499986,0.000001928544,0.050000746,0.0010689318,0.000009141728,0.0040112417,0.009726329,0.0006522068],"about_ca_topic_score_codex":0.88015485,"about_ca_topic_score_gemma":0.98804474,"teacher_disagreement_score":0.10788988,"about_ca_system_score_codex":0.0064140125,"about_ca_system_score_gemma":0.0008824982,"threshold_uncertainty_score":0.99964637},"labels":[],"label_agreement":null},{"id":"W4285394650","doi":"10.5430/ijba.v13n4p1","title":"The Economy in Profound Transition: The Disruptive Realities of the Pandemic and the New Industrial Revolution","year":2022,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Position (finance); Power (physics); Collective bargaining; Bargaining power; Transition (genetics); Critical mass (sociodynamics); Industrial Revolution; Political economy; Market economy; Economics; Political science; Law","score_opus":0.06748714346352899,"score_gpt":0.3760112201958532,"score_spread":0.3085240767323242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285394650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6001978,0.0008990078,0.00043083084,0.3924266,0.0031267598,0.00091120886,0.00003214625,0.0000060252064,0.001969596],"genre_scores_gemma":[0.997767,0.0003597679,0.0000036087263,0.00040211467,0.00086974166,0.00005345171,0.000005959008,0.000004744772,0.0005336103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99815536,0.00065709406,0.00065853016,0.00006769993,0.00036178445,0.00009955327],"domain_scores_gemma":[0.99782604,0.0008647401,0.0007882887,0.000093512346,0.00041255268,0.000014875695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016677277,0.00007358988,0.00013443758,0.00004422116,0.0009165493,0.000029921795,0.00033630556,0.000036564812,0.000033615022],"category_scores_gemma":[0.0002990703,0.000032186414,0.00006218114,0.0001612349,0.0002485812,0.00018526368,0.00009976543,0.0004914815,3.1897e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014450298,0.0002842905,0.25473794,0.00007020688,0.00091097225,0.000016351272,0.08195186,0.0014809011,0.00013497051,0.5855799,0.04175135,0.018631],"study_design_scores_gemma":[0.011733777,0.0003255613,0.59541273,0.00047336548,0.00020093653,0.0002027951,0.08422008,0.00038183018,0.00003972319,0.1467947,0.15999332,0.00022119143],"about_ca_topic_score_codex":0.0002994913,"about_ca_topic_score_gemma":0.0010543962,"teacher_disagreement_score":0.43878517,"about_ca_system_score_codex":0.0001730334,"about_ca_system_score_gemma":0.00072675885,"threshold_uncertainty_score":0.7049449},"labels":[],"label_agreement":null},{"id":"W4285406499","doi":"10.12927/hcpol.2022.26859","title":"Long-Term Care during COVID-19: A Special Look under the Hood","year":2022,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neglect; Coronavirus disease 2019 (COVID-19); Workforce; Long-term care; Health care; Isolation (microbiology); Term (time); Pandemic; Focus (optics); 2019-20 coronavirus outbreak; Political science; Nursing; Public relations; Medicine; Virology; Law","score_opus":0.08472696168713346,"score_gpt":0.4622050165497259,"score_spread":0.37747805486259245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285406499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5951786,0.002414292,0.000011170216,0.39083526,0.0015881108,0.0017593692,0.00027055436,0.00027300513,0.007669665],"genre_scores_gemma":[0.9345763,0.00033082996,0.0000039454567,0.049885802,0.008843607,0.0009450633,0.0000761486,0.000057502377,0.005280832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961443,0.0012640925,0.00053748203,0.0004227657,0.0005302029,0.0011011369],"domain_scores_gemma":[0.9982956,0.0003222219,0.00023712136,0.00058316166,0.000116055715,0.00044584993],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040963374,0.00025014044,0.00032845986,0.00022275133,0.010649468,0.000014556459,0.00042511555,0.000107286716,0.00199535],"category_scores_gemma":[0.00016872924,0.00019637155,0.0001363012,0.0005467544,0.000115174254,0.00006105968,0.0010024068,0.0012053353,0.00018736796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022631751,0.00006965901,0.7581125,0.0020175893,0.00008717603,0.00006618215,0.12938772,0.000035273766,0.000008305845,0.079261325,0.02856824,0.002159701],"study_design_scores_gemma":[0.0017393328,0.00018057281,0.7541125,0.00007027691,0.000028150935,0.000019576282,0.0978168,6.638115e-7,0.0000031671027,0.002907417,0.1427944,0.0003271645],"about_ca_topic_score_codex":0.019692307,"about_ca_topic_score_gemma":0.017747045,"teacher_disagreement_score":0.34094945,"about_ca_system_score_codex":0.0032944058,"about_ca_system_score_gemma":0.0027478158,"threshold_uncertainty_score":0.998917},"labels":[],"label_agreement":null},{"id":"W4285415756","doi":"10.51952/9781529218985.ch008","title":"Flexible Temporalities, Flexible Trajectories: Montreal’s Nursing Home Crisis as an Example of Temporary Workers’ Complicated Urban Labor Geographies","year":2021,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Temporalities; Labour economics; Sociology; Political science; Economics; Law","score_opus":0.09080311818703919,"score_gpt":0.31618489545818673,"score_spread":0.22538177727114755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285415756","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004143747,0.0042424016,0.00010489664,0.00028090557,0.0006366098,0.0012750247,0.0015101357,0.00082528446,0.986981],"genre_scores_gemma":[0.02808031,0.0007048869,0.00013769165,0.00020499378,0.00028950826,0.00001565621,0.0011040021,0.00016636775,0.9692966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99617165,0.00042108214,0.0008868539,0.0011151443,0.00062539364,0.00077986426],"domain_scores_gemma":[0.9961462,0.00030661677,0.0010593464,0.0012804851,0.00084025995,0.00036711522],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00026467614,0.0007925243,0.0015283835,0.00066157046,0.0016184204,0.000037082194,0.0007605033,0.00089157344,0.00024293826],"category_scores_gemma":[0.00001023357,0.0009163446,0.0004148861,0.00012624731,0.0007761613,0.000287069,0.00047839622,0.0009510973,0.0000091803195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013078698,0.00025184263,0.013418114,0.0014546405,0.001488105,0.0002792676,0.01998524,0.0000015172153,0.000022621049,0.54151833,0.41917437,0.0010980555],"study_design_scores_gemma":[0.0014657474,0.00025375217,0.0028931655,0.0023094954,0.0005406181,0.0000040896366,0.022910723,0.0000015028376,0.000065769695,0.0057685543,0.9627808,0.0010057918],"about_ca_topic_score_codex":0.17440057,"about_ca_topic_score_gemma":0.0017322146,"teacher_disagreement_score":0.5436064,"about_ca_system_score_codex":0.00040660895,"about_ca_system_score_gemma":0.00073852483,"threshold_uncertainty_score":0.99968135},"labels":[],"label_agreement":null},{"id":"W4285465104","doi":"10.32920/ryerson.14639814.v1","title":"Towards a Sanctuary Province: Policies, Programs, and Services for IllegalizedImmigrants’ Equitable Employment, Social Participation, and Economic Development","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Government of Ontario","keywords":"Immigration; Scale (ratio); Economic growth; Service (business); Immigration policy; Political science; Business; Economics; Geography; Marketing; Law","score_opus":0.086565424530881,"score_gpt":0.4138231890361017,"score_spread":0.3272577645052207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285465104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775012,0.0031792521,0.00023920607,0.007859982,0.00086950796,0.0047537596,0.00011468601,0.0002598988,0.005222518],"genre_scores_gemma":[0.9624493,0.0015977096,0.005088197,0.0024519344,0.0013654337,0.011625114,0.0016293561,0.00014022825,0.013652733],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969935,0.00016534251,0.0009302348,0.0007521341,0.00019566125,0.0009631393],"domain_scores_gemma":[0.99887526,0.000114738505,0.0004096527,0.00022312893,0.00022041363,0.00015677809],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006659207,0.00046267666,0.0008118981,0.00010290276,0.002049722,0.00014817354,0.000178005,0.00042632688,0.00014568349],"category_scores_gemma":[0.000021521413,0.00040043614,0.00008802745,0.000050114544,0.000118431744,0.00017012648,0.0021765488,0.0003929618,0.0000072608473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039686137,0.00040864135,0.69273585,0.017268991,0.001946656,0.00000519492,0.16374037,0.0000043613927,0.000029402188,0.012820762,0.038534883,0.07210802],"study_design_scores_gemma":[0.0042246524,0.00022617167,0.4137899,0.0016994474,0.0005016868,0.0000011303672,0.037696432,0.00018708211,0.000104403654,0.002917913,0.537091,0.0015601831],"about_ca_topic_score_codex":0.010605733,"about_ca_topic_score_gemma":0.05111996,"teacher_disagreement_score":0.4985561,"about_ca_system_score_codex":0.00031086933,"about_ca_system_score_gemma":0.0015235533,"threshold_uncertainty_score":0.99984473},"labels":[],"label_agreement":null},{"id":"W4285504830","doi":"10.1080/07078552.2022.2047476","title":"Canada, the COVID-19 waiver, and trade fetishism","year":2022,"lang":"en","type":"article","venue":"Studies in Political Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Saint Mary's University; St. Mary's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Waiver; Fetishism; Foreclosure; Government (linguistics); Free trade; Economics; Politics; Political science; Law and economics; International trade; Sociology; Law; Philosophy","score_opus":0.12584739494199626,"score_gpt":0.4363485988749702,"score_spread":0.3105012039329739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285504830","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02640205,0.004368897,0.000003013795,0.76971626,0.0011678609,0.00075753854,0.00016542472,0.000039920535,0.19737904],"genre_scores_gemma":[0.875687,0.00009552679,0.000004497175,0.12149174,0.000181457,0.00062649505,0.000003665658,0.000009813113,0.0018998137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822026,0.00040751457,0.0003458484,0.00023085586,0.00010610585,0.0006893883],"domain_scores_gemma":[0.997511,0.0020862066,0.00005340246,0.00015858948,0.000014718457,0.00017607637],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000513437,0.00012518004,0.00028224773,0.000036844358,0.002480903,0.0000034923592,0.00015795503,0.000026665035,0.00033416008],"category_scores_gemma":[0.00038474478,0.00009379415,0.000027323375,0.000081209466,0.0004257633,0.000034520388,0.0007569068,0.00051678746,0.000003954409],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008926216,0.0000111155805,0.08293635,0.00007665152,0.000049690112,0.00002142487,0.0036601033,0.0000012501814,3.5344634e-8,0.5880134,0.32516512,0.00005591851],"study_design_scores_gemma":[0.00052710413,0.000031084965,0.0149623435,0.000006418476,0.000014270896,0.000004568507,0.059453543,0.000004362168,1.6090885e-7,0.057063,0.8678264,0.00010675429],"about_ca_topic_score_codex":0.3140822,"about_ca_topic_score_gemma":0.38366035,"teacher_disagreement_score":0.84928495,"about_ca_system_score_codex":0.0014413242,"about_ca_system_score_gemma":0.00084632717,"threshold_uncertainty_score":0.99881774},"labels":[],"label_agreement":null},{"id":"W4285505706","doi":"10.2139/ssrn.4143327","title":"Gender Inequalities in Health Status and Service Utilization of Migrant Workers in Three Large Industrial Zones of Vietnam","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Migrant workers; Inequality; Demographic economics; Gender inequality; Geography; Business; Economic growth; Socioeconomics; Sociology; Economics; Mathematics","score_opus":0.11564752389082096,"score_gpt":0.3858644229962748,"score_spread":0.2702168991054539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285505706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863264,0.009332821,0.000138907,0.0034787196,0.00019715911,0.0004060302,0.000028832548,0.000007496055,0.000083656436],"genre_scores_gemma":[0.99636364,0.0031680383,0.000008862881,0.00022560918,0.000061955965,0.000031223968,0.000013888473,0.000014153663,0.00011264498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636453,0.0008557547,0.0008653938,0.00012829922,0.0002924238,0.0014935985],"domain_scores_gemma":[0.9991356,0.00014854819,0.0005099577,0.0000855437,0.00007539636,0.000044939126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041579423,0.000109180124,0.0003600911,0.0002867115,0.0004044787,0.0000021690628,0.00010162699,0.00006353017,0.00007403723],"category_scores_gemma":[0.00006908854,0.0000999585,0.000033093285,0.00053510553,0.000023333268,0.00008522347,0.00014200232,0.0018365721,3.6045782e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029921703,0.000102874284,0.9531082,0.00014416441,0.000050224644,4.3504977e-7,0.016096571,0.000060224767,0.000005951924,0.02861341,0.00008145386,0.0014372627],"study_design_scores_gemma":[0.007240442,0.0007703586,0.5477122,0.0003464915,0.000020293632,0.0000046497903,0.36007354,0.00012263442,0.0000019380511,0.080653004,0.0028651066,0.00018932746],"about_ca_topic_score_codex":0.008705601,"about_ca_topic_score_gemma":0.14332339,"teacher_disagreement_score":0.405396,"about_ca_system_score_codex":0.0007664824,"about_ca_system_score_gemma":0.00337463,"threshold_uncertainty_score":0.99789554},"labels":[],"label_agreement":null},{"id":"W4285583936","doi":"10.51952/9781529208689.ch002","title":"The Age of Increased Precarious Employment: Origins and Implications","year":2020,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Labour economics; Economic geography; Geography; Economics","score_opus":0.05843981994549304,"score_gpt":0.30378386287499104,"score_spread":0.245344042929498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285583936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036467818,0.0010915402,0.00004451663,0.00078243756,0.00014336318,0.0012424085,0.00047858653,0.00012642844,0.99572605],"genre_scores_gemma":[0.01248026,0.0012053854,0.000032672448,0.00017656194,0.00013377178,0.00000643069,0.000082895574,0.000047904454,0.9858341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877393,0.00011917204,0.0003209052,0.00034706466,0.00018564377,0.00025330798],"domain_scores_gemma":[0.9984062,0.00043219468,0.0004159225,0.000446598,0.00017676671,0.00012234463],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001130902,0.0002613185,0.00042678925,0.00006452829,0.0015029763,0.000010281886,0.00037830896,0.0002644002,0.000012297529],"category_scores_gemma":[0.000024675493,0.00023058987,0.00015444815,0.000010647064,0.0004164582,0.000033305463,0.00065454683,0.0005589672,0.00000857944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014036936,0.000006847835,0.00099535,0.00018753196,0.00044171294,0.000030279929,0.0021038933,1.2621697e-7,0.00002367938,0.97020036,0.023630429,0.0022393942],"study_design_scores_gemma":[0.0005399968,0.000052674684,0.0018272222,0.00017169444,0.00036625445,7.333166e-7,0.00014807284,0.0000010217486,0.0000036297495,0.0018701609,0.99481565,0.00020289718],"about_ca_topic_score_codex":0.0028574683,"about_ca_topic_score_gemma":0.0008618194,"teacher_disagreement_score":0.9711852,"about_ca_system_score_codex":0.00020011347,"about_ca_system_score_gemma":0.00018491091,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W4285584011","doi":"10.51952/9781529208689.ch004","title":"Trends in Collective Bargaining, Wage Stagnation and Income Inequality under Austerity","year":2020,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Economics; Economic stagnation; Collective bargaining; Inequality; Economic inequality; Wage inequality; Wage bargaining; Labour economics; Wage; Political science; Mathematics","score_opus":0.10855937574106671,"score_gpt":0.3402886988541268,"score_spread":0.2317293231130601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285584011","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027793315,0.000108137014,0.000070528855,0.00030392365,0.00014245,0.0006181253,0.0003368863,0.00012805418,0.99551255],"genre_scores_gemma":[0.12934336,0.00006916284,0.000026083137,0.0002128345,0.00008254105,0.0000043330383,0.00008127451,0.00003559345,0.87014484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824744,0.00031521806,0.00036406453,0.00053194416,0.00024641448,0.00029493918],"domain_scores_gemma":[0.99887717,0.00022209418,0.00037757072,0.00023843319,0.00014749105,0.00013726932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002416728,0.00033314404,0.0006117448,0.0003523945,0.0006558319,0.000011363069,0.00019151685,0.00049010746,0.00009588562],"category_scores_gemma":[0.000023978742,0.00038540186,0.00008859452,0.000032648506,0.00018524876,0.00009533873,0.00075048674,0.0009800601,0.000007107736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010451155,0.00004042353,0.01236583,0.00051115465,0.0004597132,0.00028235736,0.018964225,0.0000025957793,0.0000097534885,0.94521815,0.016423142,0.0046775397],"study_design_scores_gemma":[0.004245806,0.00024547102,0.068958975,0.0008160498,0.00029491558,0.0000012993236,0.0023044657,0.000042831853,0.000003765106,0.00943367,0.91262764,0.0010251187],"about_ca_topic_score_codex":0.0019404476,"about_ca_topic_score_gemma":0.0019298276,"teacher_disagreement_score":0.93578446,"about_ca_system_score_codex":0.00085116096,"about_ca_system_score_gemma":0.00018320036,"threshold_uncertainty_score":0.9998598},"labels":[],"label_agreement":null},{"id":"W4285596381","doi":"10.3390/ijerph19148574","title":"Understanding Migrant Farmworkers’ Health and Well-Being during the Global COVID-19 Pandemic in Canada: Toward a Transnational Conceptualization of Employment Strain","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor; York University","funders":"International Labour Organization","keywords":"Pandemic; Immigration; Public health; Political science; Context (archaeology); Economic growth; Conceptualization; Equity (law); Precarious work; Health equity; Work (physics); Demographic economics; Coronavirus disease 2019 (COVID-19); Health care; Geography; Economics; Medicine; Nursing","score_opus":0.24076863470987095,"score_gpt":0.4491222070038589,"score_spread":0.20835357229398796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285596381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84842974,0.0014471519,0.00045778984,0.1486854,0.0002032195,0.000415828,0.00027684862,0.0000030819754,0.000080942955],"genre_scores_gemma":[0.99500376,0.0022122045,0.00001495246,0.0026055968,0.000059347803,0.00002430813,0.000033516066,0.0000073098304,0.000038984675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99563617,0.0013646164,0.00080954604,0.00016206375,0.0015525424,0.0004750583],"domain_scores_gemma":[0.9984174,0.0006234523,0.00041027347,0.000057712787,0.000047154153,0.00044405626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040082745,0.000095152776,0.00022855402,0.00020983338,0.0009958814,0.000016509093,0.0002497908,0.00002397048,0.00029464628],"category_scores_gemma":[0.00014760924,0.00007681459,0.00003062428,0.00018631664,0.00020293385,0.00012734579,0.00023699173,0.0006358021,1.3880133e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022227057,0.0001361866,0.95886946,0.000079632664,0.00009063369,0.000015583137,0.022769958,0.000086109125,0.000012579156,0.01611676,0.0003551476,0.0012456832],"study_design_scores_gemma":[0.0036599457,0.00056455337,0.6975888,0.00008671763,0.0000023258945,0.00008731556,0.2644353,0.00010738074,2.9933102e-7,0.006977391,0.026386626,0.00010332251],"about_ca_topic_score_codex":0.113057345,"about_ca_topic_score_gemma":0.25678927,"teacher_disagreement_score":0.26128063,"about_ca_system_score_codex":0.015356043,"about_ca_system_score_gemma":0.0055946195,"threshold_uncertainty_score":0.9924615},"labels":[],"label_agreement":null},{"id":"W4285664160","doi":"10.51952/9781447352112.ch002","title":"Health professionals, support workers and the precariat","year":2020,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health professionals; Business; Political science; Economic growth; Health care; Economics","score_opus":0.11467098942848411,"score_gpt":0.4255356797234284,"score_spread":0.31086469029494423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285664160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046054074,0.0026260002,0.000006290872,0.080205165,0.0006559778,0.0031654236,0.00021028919,0.0002037511,0.9129225],"genre_scores_gemma":[0.0015030382,0.0008597676,0.000030332116,0.024647137,0.0025376333,0.0005649047,0.000058862606,0.00013539106,0.9696629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686605,0.00045977568,0.0009217226,0.0005661268,0.00046717774,0.0007191683],"domain_scores_gemma":[0.99744153,0.00078830664,0.00079445343,0.00053975655,0.00011404273,0.00032190018],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00069769693,0.0005406724,0.0010820874,0.00010900527,0.0016106138,0.00002301324,0.0003757733,0.00044818598,0.000121782046],"category_scores_gemma":[0.00012800266,0.00033708478,0.0001946234,0.000011636184,0.00047456048,0.000036206708,0.0011168951,0.0016514238,0.000101140526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020122892,0.00000437194,0.00015480713,0.0005309757,0.000243658,0.0000027349708,0.012457309,4.325967e-8,1.0016348e-7,0.65602046,0.3271552,0.0032291142],"study_design_scores_gemma":[0.0016686014,0.00006726368,0.00025762914,0.00094109366,0.00010093466,0.00000162401,0.00022602177,0.000001989595,6.1664883e-7,0.03461727,0.96181303,0.0003039457],"about_ca_topic_score_codex":0.004036607,"about_ca_topic_score_gemma":0.00040672556,"teacher_disagreement_score":0.6346578,"about_ca_system_score_codex":0.00014878905,"about_ca_system_score_gemma":0.0012077225,"threshold_uncertainty_score":0.9999081},"labels":[],"label_agreement":null},{"id":"W4285676785","doi":"10.29173/crossings89","title":"Neoliberal Canada’s Failures to Address Mental Health During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Mental health; Public health; Coronavirus disease 2019 (COVID-19); Welfare; Economic growth; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Medicine; Psychiatry; Nursing; Virology; Economics; Law; Disease","score_opus":0.0829583089171673,"score_gpt":0.4095098567480602,"score_spread":0.3265515478308929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285676785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62731534,0.00042082585,0.000041310825,0.36863348,0.0015510451,0.00054200087,0.00010091608,0.00008644807,0.001308644],"genre_scores_gemma":[0.9030983,0.000089228015,0.00004391478,0.06605677,0.00083848776,0.000085633146,0.00002470305,0.00005143298,0.02971154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605006,0.0009182464,0.000732855,0.00034246352,0.0008098694,0.0011465248],"domain_scores_gemma":[0.997993,0.00016948418,0.0005086791,0.00028334942,0.00009683966,0.00094863353],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014917175,0.00026112155,0.00033724,0.00012284875,0.03588117,0.00022831334,0.00050469756,0.000035786426,0.0005785276],"category_scores_gemma":[0.000100901714,0.00019260397,0.00009391087,0.00023800084,0.00017024158,0.00024326793,0.0005498404,0.0014215993,0.000009460489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021278825,0.000052799194,0.1377518,0.000057399557,0.00007591032,0.0000594043,0.040092282,0.00049402064,0.00019818365,0.0006302168,0.8196122,0.00076296955],"study_design_scores_gemma":[0.0013890798,0.00016636951,0.02960326,0.000039363822,0.00001051047,0.000390415,0.017783782,0.000014131959,0.0000026938028,0.0018006406,0.9485543,0.00024547335],"about_ca_topic_score_codex":0.3101811,"about_ca_topic_score_gemma":0.6771483,"teacher_disagreement_score":0.36696717,"about_ca_system_score_codex":0.003278352,"about_ca_system_score_gemma":0.005151966,"threshold_uncertainty_score":0.965374},"labels":[],"label_agreement":null},{"id":"W4285733123","doi":"10.3390/ijerph19148612","title":"The Psychological Well-Being of Older Chinese Immigrants in Canada amidst COVID-19: The Role of Loneliness, Social Support, and Acculturation","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Faculty of Medicine, Memorial University of Newfoundland; Memorial University of Newfoundland; Royal Bank of Canada","keywords":"Loneliness; Acculturation; Coronavirus disease 2019 (COVID-19); Immigration; 2019-20 coronavirus outbreak; Social support; Social isolation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Gerontology; Medicine; Social psychology; Political science; Psychiatry; Virology","score_opus":0.06564657592667116,"score_gpt":0.45869408365907277,"score_spread":0.3930475077324016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285733123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176995,0.000831519,0.0000035922576,0.08072861,0.00016156708,0.00021971659,0.000059195256,9.2312166e-7,0.00029536866],"genre_scores_gemma":[0.9956518,0.0028296562,0.0000031725651,0.0012549781,0.00012838768,0.000020524167,0.000014909611,0.000004211252,0.000092369606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971183,0.0008743117,0.0006117759,0.000096203235,0.001020106,0.00027930285],"domain_scores_gemma":[0.9985043,0.0008396305,0.00037922378,0.000054911332,0.00007494429,0.0001470342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033624817,0.000063160645,0.00015811496,0.000096072006,0.0010809926,0.000012454441,0.00029380544,0.000022607572,0.0003532002],"category_scores_gemma":[0.00030990265,0.000034613196,0.000026608424,0.00011166447,0.00023210395,0.00009816181,0.0003079644,0.000628864,3.5523834e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003018668,0.00022341165,0.9647704,0.00002167685,0.000059945614,0.000011361994,0.009287892,0.000003885067,0.0001355623,0.0014937436,0.004377057,0.01931325],"study_design_scores_gemma":[0.0008535509,0.00021402839,0.91643316,0.000010941412,0.0000011182427,0.000015968666,0.051797044,0.000024894573,0.0000020098034,0.0019841006,0.028631063,0.000032098444],"about_ca_topic_score_codex":0.15057941,"about_ca_topic_score_gemma":0.2010251,"teacher_disagreement_score":0.07947364,"about_ca_system_score_codex":0.0008058093,"about_ca_system_score_gemma":0.00096273347,"threshold_uncertainty_score":0.85507697},"labels":[],"label_agreement":null},{"id":"W4286249424","doi":"10.1016/j.wss.2022.100096","title":"Managers’ views about employed carers’ well-being: A qualitative study in Quebec","year":2022,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Psychology; Public relations; Respite care; Qualitative research; Flourishing; Well-being; Social psychology; Nursing; Sociology; Medicine; Political science","score_opus":0.04496255829157081,"score_gpt":0.40817524540673317,"score_spread":0.36321268711516236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286249424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675505,0.0006899826,0.000023595108,0.006278612,0.00042061965,0.0014925771,0.000007842224,0.00012438362,0.0234119],"genre_scores_gemma":[0.9554892,0.0002779328,0.000078349025,0.0018547033,0.00010762489,0.0006159027,0.000014766712,0.00003976963,0.041521724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99636424,0.0016039672,0.0004927819,0.00051049213,0.0003927156,0.00063578854],"domain_scores_gemma":[0.9987986,0.0005790164,0.0001964921,0.00028208652,0.000052800715,0.000090989546],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002070726,0.00026183669,0.0005030845,0.00008073473,0.0026915,0.000023292287,0.00018943739,0.00008918864,0.0002992744],"category_scores_gemma":[0.000041306288,0.00024814837,0.00016348313,0.00043367603,0.00010321713,0.0001319864,0.0006250591,0.00093539135,0.000029272289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023312872,0.00012794575,0.17934869,0.00009898404,0.00011383415,0.000013455951,0.78293,0.0000064533465,0.000019062625,0.0031022597,0.034072615,0.0001433463],"study_design_scores_gemma":[0.0014533196,0.00014899817,0.09923825,0.0000632026,0.000045994453,1.839204e-7,0.8392911,0.000022225622,0.0000011977701,0.00069797284,0.058786545,0.00025102656],"about_ca_topic_score_codex":0.044817854,"about_ca_topic_score_gemma":0.027510323,"teacher_disagreement_score":0.08011044,"about_ca_system_score_codex":0.00039636868,"about_ca_system_score_gemma":0.00010497965,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W4286321853","doi":"10.1093/geronb/gbac095","title":"The Inequitable Burden of the COVID-19 Pandemic Among Marginalized Older Workers in the United States: An Intersectional Approach","year":2022,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; National Institute for Occupational Safety and Health; National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Institute on Aging; National Institutes of Health","keywords":"Pandemic; Educational attainment; Ethnic group; Demographic economics; Coronavirus disease 2019 (COVID-19); Gerontology; Demography; Psychology; Medicine; Political science; Economic growth; Sociology; Economics","score_opus":0.167295863295954,"score_gpt":0.4281280664893896,"score_spread":0.2608322031934356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286321853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92954224,0.0013208743,0.00008745732,0.06669356,0.00047567883,0.00080634136,0.000025638297,0.000019781082,0.0010284069],"genre_scores_gemma":[0.9935287,0.0007087723,0.000014638935,0.003132094,0.00009065212,0.00032062037,0.000017485112,0.000016288273,0.0021707222],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99278045,0.005417295,0.00075864757,0.00015224452,0.00041669555,0.0004746603],"domain_scores_gemma":[0.9966136,0.0019232595,0.0007876428,0.00048533888,0.00013924633,0.000050907798],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058342735,0.00016173876,0.0003552165,0.000110587214,0.0035106775,0.000012044942,0.0011434546,0.000082637474,0.00042341842],"category_scores_gemma":[0.00029646687,0.0000687087,0.00010814285,0.0005373943,0.00097307604,0.00013605993,0.0005337033,0.0012270991,7.559945e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011921994,0.00008446916,0.8357555,0.000063439984,0.00025943317,0.0000023794807,0.12462924,0.0044412804,0.000028235909,0.0012280918,0.03221048,0.00010520369],"study_design_scores_gemma":[0.0013454165,0.00022601272,0.22753832,0.00005430188,0.00008717268,0.00006937271,0.715392,0.0001750788,0.0000019951785,0.0042506275,0.05074566,0.00011404721],"about_ca_topic_score_codex":0.012450416,"about_ca_topic_score_gemma":0.011240009,"teacher_disagreement_score":0.60821724,"about_ca_system_score_codex":0.00019427155,"about_ca_system_score_gemma":0.00022908441,"threshold_uncertainty_score":0.99778664},"labels":[],"label_agreement":null},{"id":"W4286357992","doi":"10.2139/ssrn.4161776","title":"The Unequal Consequences of Job Loss Across Countries","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Job loss; Business; Demographic economics; Environmental science; Economics; Unemployment; Economic growth","score_opus":0.028795502945333666,"score_gpt":0.39105349642897425,"score_spread":0.3622579934836406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286357992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633339,0.011916786,0.00008330666,0.021559779,0.0010494196,0.00025417586,0.00003803877,0.000029287823,0.0017352862],"genre_scores_gemma":[0.98006964,0.009518429,0.0000020235354,0.00032970431,0.0002492225,0.00005614934,0.0000019308154,0.000014257851,0.009758659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958523,0.00065930205,0.0005159747,0.0001187057,0.00047089034,0.0023828137],"domain_scores_gemma":[0.998593,0.0006281796,0.00041196062,0.00014804635,0.00017881641,0.000039994575],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00528621,0.00011559847,0.00021094043,0.000031350737,0.00820099,0.000013902363,0.00041664275,0.000038867744,0.00017176347],"category_scores_gemma":[0.0001224582,0.00007453248,0.000092233735,0.00016590988,0.00040375948,0.00007735656,0.00025341753,0.0027156656,0.000020355772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027878897,0.000025237028,0.29242244,0.000019873647,0.0003040406,0.000005895652,0.0083216615,0.000023941666,0.00008256699,0.69320154,0.0033796593,0.0019343323],"study_design_scores_gemma":[0.0015883762,0.0009344354,0.01120475,0.00004219898,0.000053294567,0.00010794771,0.25673437,0.0000041002013,0.000056137622,0.43037263,0.2986557,0.0002460612],"about_ca_topic_score_codex":0.00040708372,"about_ca_topic_score_gemma":0.004005985,"teacher_disagreement_score":0.29527605,"about_ca_system_score_codex":0.00078638457,"about_ca_system_score_gemma":0.003361295,"threshold_uncertainty_score":0.9995851},"labels":[],"label_agreement":null},{"id":"W4286623466","doi":"10.5465/ambpp.2022.10809symposium","title":"The Pervasiveness and Power of Political Affiliation/Ideology in Organizations","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ideology; Politics; Power (physics); Social psychology; Rumination; Antecedent (behavioral psychology); Sociology; Explanatory power; Public relations; Political science; Psychology; Cognition; Epistemology; Law","score_opus":0.0265937933902076,"score_gpt":0.35672722410909036,"score_spread":0.33013343071888274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286623466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93501467,0.00022638694,0.0000066238567,0.04946172,0.00007672206,0.0006164635,0.000005953068,0.000021481312,0.014569974],"genre_scores_gemma":[0.99658674,0.0001991358,0.000042053056,0.0009212693,0.000018109844,0.00016306018,0.0000016776919,0.000009571672,0.002058374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989458,0.000049633494,0.00038108928,0.00014590341,0.00020125073,0.00027636223],"domain_scores_gemma":[0.9994892,0.00020681061,0.00016769944,0.00003421627,0.000076290205,0.00002578546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006449956,0.00007051634,0.00015318434,0.00012180251,0.00064825657,0.000002157499,0.00018565268,0.00004337907,0.00013666284],"category_scores_gemma":[0.00012401139,0.000057051555,0.000015559262,0.00042584562,0.00012579796,0.0000718779,0.0007135528,0.00026164827,0.000002121265],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017652897,0.000023741091,0.35268563,0.00013153968,0.000028415257,1.3618583e-7,0.0021555782,0.000001010897,0.000031815885,0.6409276,0.0038533197,0.00014357339],"study_design_scores_gemma":[0.0005876435,0.000059200298,0.90133494,0.000040706273,0.000032749205,4.446062e-7,0.04263991,0.000011529715,0.000051720723,0.016210377,0.038957853,0.00007294695],"about_ca_topic_score_codex":0.000033723398,"about_ca_topic_score_gemma":0.0000038448034,"teacher_disagreement_score":0.62471724,"about_ca_system_score_codex":0.00005575129,"about_ca_system_score_gemma":0.000014220147,"threshold_uncertainty_score":0.4985931},"labels":[],"label_agreement":null},{"id":"W4287189916","doi":"10.55016/ojs/sppp.v14i1.72327","title":"Social policy trends: THE MINIMUM WAGE AND HOUSING AFFORDABILITY","year":2021,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Minimum wage; Social policy; Labour economics; Economics; Wage; Public housing; Demographic economics; Economic growth; Market economy","score_opus":0.11769105788425294,"score_gpt":0.44933149846845527,"score_spread":0.33164044058420233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287189916","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16659644,0.0003059878,0.00005495447,0.7317029,0.000088962464,0.0003347741,0.00011126105,0.00013292841,0.10067179],"genre_scores_gemma":[0.96867305,0.00013951046,0.000058232217,0.0051004766,0.0022835338,0.0003003409,0.000052667012,0.000028775497,0.023363413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99680245,0.0011726666,0.00064508984,0.00030406163,0.00034267464,0.00073303306],"domain_scores_gemma":[0.9970485,0.0007577368,0.0003791991,0.0008966702,0.000709518,0.00020837718],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018250657,0.0001960493,0.00030612285,0.00038953326,0.0037473377,0.00011230311,0.00057994126,0.00014067953,0.0005118675],"category_scores_gemma":[0.005386252,0.00011882125,0.00014862695,0.002639368,0.00066455844,0.00040581543,0.00072114845,0.0006004606,0.000053938194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007122754,0.0001459249,0.07990965,0.000048385507,0.00017661549,1.5837097e-7,0.0063290563,2.4662427e-7,0.00019488795,0.7177479,0.18048166,0.014958365],"study_design_scores_gemma":[0.00043511734,0.000013674268,0.67644525,0.000012450794,0.00004315467,0.0000018927232,0.005111495,0.0000075400667,0.0000139982,0.01969628,0.29809278,0.00012636396],"about_ca_topic_score_codex":0.0033792465,"about_ca_topic_score_gemma":0.0017753475,"teacher_disagreement_score":0.80207664,"about_ca_system_score_codex":0.00023866739,"about_ca_system_score_gemma":0.002487134,"threshold_uncertainty_score":0.99754965},"labels":[],"label_agreement":null},{"id":"W4287797951","doi":"10.55016/ojs/sppp.v13i1.70281","title":"Social Policy Trends: Economic and Emotional Distress","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Emotional distress; Distress; Psychology; Social policy; Economics; Development economics; Political science; Demographic economics; Sociology; Social psychology; Clinical psychology; Psychiatry; Anxiety","score_opus":0.11855774194252704,"score_gpt":0.43483624722545533,"score_spread":0.3162785052829283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287797951","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046092223,0.000091601025,0.00007670786,0.86090463,0.00005534681,0.0002653673,0.00050289795,0.00014997562,0.091861226],"genre_scores_gemma":[0.979712,0.00009163572,0.000033196637,0.0061656055,0.004567783,0.00021776142,0.00015722463,0.000025563711,0.009029192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998162,0.00035175835,0.0005362344,0.0002547236,0.00019299201,0.0005023031],"domain_scores_gemma":[0.9986004,0.00021911037,0.00033892257,0.00029873732,0.00018988694,0.00035289014],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044504515,0.00016404288,0.00026206768,0.00038118352,0.0015457161,0.00005785436,0.00050477905,0.000105701496,0.0010853764],"category_scores_gemma":[0.0013478441,0.00012405435,0.00010105524,0.0008806488,0.0003546104,0.00041515057,0.0004122585,0.00037772342,0.0002658401],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005492273,0.000029105397,0.052346364,0.000028684666,0.00008808019,2.7186047e-8,0.0018977221,6.57664e-7,0.000020986376,0.680841,0.2605911,0.004150784],"study_design_scores_gemma":[0.0005147348,0.000022907065,0.68676376,0.0000079667925,0.00001890317,5.8338577e-7,0.00088529044,0.000032759173,0.0000015628028,0.0071533956,0.3044823,0.00011580223],"about_ca_topic_score_codex":0.0021659273,"about_ca_topic_score_gemma":0.00024977853,"teacher_disagreement_score":0.9336198,"about_ca_system_score_codex":0.00021385285,"about_ca_system_score_gemma":0.001221596,"threshold_uncertainty_score":0.99982774},"labels":[],"label_agreement":null},{"id":"W4287862014","doi":"10.55016/ojs/sppp.v12i1.70078","title":"Social Policy Trends: Vulnerable Populations and the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Political science; Virology; Biology; Outbreak; Medicine; Infectious disease (medical specialty); Disease","score_opus":0.31025994431112025,"score_gpt":0.4985630980773984,"score_spread":0.18830315376627815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287862014","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010019017,0.00031626495,0.00059242756,0.9301707,0.00005910602,0.00069550646,0.00017050501,0.00029993727,0.0576765],"genre_scores_gemma":[0.9216671,0.00019834474,0.000051753817,0.056384098,0.002956525,0.0007681873,0.00009734625,0.0000314311,0.017845219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961124,0.001827958,0.0007487888,0.00029437136,0.00035964997,0.0006567988],"domain_scores_gemma":[0.9969521,0.0010545906,0.00051859283,0.00054112,0.00034163555,0.00059192325],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0023647232,0.00020920826,0.00037738803,0.00047020006,0.005601903,0.00009160173,0.0007801505,0.00014588665,0.0007270538],"category_scores_gemma":[0.016302776,0.00012308973,0.0001508538,0.0028669816,0.00085472665,0.000423878,0.0004998614,0.0008694018,0.00011338002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016541711,0.000020921709,0.07785686,0.000023704752,0.00007092552,2.2637233e-8,0.0068147485,0.0000024424994,0.000011312494,0.6538979,0.26028156,0.001003069],"study_design_scores_gemma":[0.0021013478,0.000021287788,0.26064488,0.0000043842,0.00006860911,0.0000024513395,0.0031395208,0.0000659559,2.7187266e-7,0.054307222,0.6794908,0.00015322615],"about_ca_topic_score_codex":0.0115028275,"about_ca_topic_score_gemma":0.0010226626,"teacher_disagreement_score":0.9116481,"about_ca_system_score_codex":0.00027920364,"about_ca_system_score_gemma":0.00234743,"threshold_uncertainty_score":0.9956927},"labels":[],"label_agreement":null},{"id":"W4288056511","doi":"10.1016/j.rie.2022.07.011","title":"COVID-19 and gender disparities: Labour market outcomes","year":2022,"lang":"en","type":"article","venue":"Research in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Coronavirus disease 2019 (COVID-19); Economics; Demographic economics; Inequality; Pandemic; Wage; 2019-20 coronavirus outbreak; Labour economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Inflation (cosmology); Medicine","score_opus":0.3117497017609293,"score_gpt":0.5245395175989791,"score_spread":0.2127898158380498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288056511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195351,0.00042697313,0.0000028861705,0.047370434,0.0003169952,0.00065472414,0.00019849719,0.000033930042,0.03146046],"genre_scores_gemma":[0.964382,0.0025468366,0.000033329867,0.0053032218,0.000092700866,0.0007602583,0.000012992106,0.000023647166,0.026845003],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762344,0.00101077,0.00030526333,0.0002643851,0.00014428937,0.00065187603],"domain_scores_gemma":[0.9973321,0.0021326886,0.000047878024,0.00021876686,0.000031831667,0.00023676074],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040669977,0.00008771213,0.00021879756,0.00025632096,0.001808538,0.000014986968,0.00020190218,0.000049738228,0.0028340002],"category_scores_gemma":[0.00057240616,0.00008669034,0.000026422786,0.00013271446,0.00012587554,0.00008491485,0.0011749731,0.0008477988,0.000031408777],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053066913,0.00003091212,0.9074316,0.00019576881,0.000024605803,0.000007367819,0.002496299,0.00002250084,3.1539454e-7,0.038357567,0.0510301,0.00034987277],"study_design_scores_gemma":[0.00085555075,0.000037014433,0.44720054,0.000004154801,0.0000015386385,7.728906e-7,0.010893122,0.00013116252,1.14963235e-7,0.04736963,0.4934049,0.000101527694],"about_ca_topic_score_codex":0.0020367827,"about_ca_topic_score_gemma":0.001413971,"teacher_disagreement_score":0.4602311,"about_ca_system_score_codex":0.0009678363,"about_ca_system_score_gemma":0.000593005,"threshold_uncertainty_score":0.999491},"labels":[],"label_agreement":null},{"id":"W4288515674","doi":"10.1080/1369183x.2022.2099360","title":"Getting home during lockdown: migration disruption, labour control and linked lives in India at the time of Covid-19","year":2022,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Precarity; Tamil; Coronavirus disease 2019 (COVID-19); Workforce; Migrant workers; Capitalism; Work (physics); Sociology; Political science; Economic growth; Gender studies; Economics; Law","score_opus":0.05463679580711538,"score_gpt":0.4064594069910955,"score_spread":0.3518226111839801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288515674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431987,0.036060438,0.000019319974,0.020216487,0.00014533498,0.0003075791,0.000021436075,0.00000738793,0.000023332925],"genre_scores_gemma":[0.9855036,0.011711331,0.0000130116705,0.0008540019,0.00013147449,0.000048706275,0.0000028601605,0.00000681343,0.001728211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981847,0.0006135056,0.00069685123,0.000108881,0.00023614138,0.00015994164],"domain_scores_gemma":[0.9978685,0.0010549888,0.00076116144,0.000064751104,0.00020180155,0.000048831484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015632714,0.00010664917,0.00036106224,0.00015274099,0.0013574511,0.0000049480086,0.00005679422,0.00003668504,0.000049445356],"category_scores_gemma":[0.00054769975,0.00006938837,0.00004923674,0.00019594331,0.00012370075,0.00012786282,0.00017470252,0.00035712123,0.0000011400438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004641243,0.00005462904,0.7599956,0.000377603,0.00031502897,0.000010987788,0.22716056,0.00013159214,0.0059879133,0.00024710788,0.004762316,0.00049255404],"study_design_scores_gemma":[0.0020033973,0.00018882888,0.9012172,0.00010126869,0.0000714089,0.000013449364,0.093448065,0.000028170907,0.000017118293,0.0005218442,0.0023051044,0.00008410905],"about_ca_topic_score_codex":0.000109421795,"about_ca_topic_score_gemma":0.0014433457,"teacher_disagreement_score":0.14122166,"about_ca_system_score_codex":0.00015858689,"about_ca_system_score_gemma":0.00007893704,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W4288753805","doi":"10.36551/2081-1160.2022.29.69-96","title":"Youth employment in Argentina (2004-2020): First effect of the pandemic","year":2022,"lang":"en","type":"article","venue":"Revista del CESLA International Latin American Studies Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Employability; Earnings; Pandemic; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Demographic economics; Wage; Working population; Labour economics; Population; Work (physics); Young adult; Economics; Distribution (mathematics); Labour supply; Demography; Economic growth; Sociology; Geography; Gerontology; Medicine","score_opus":0.05904016338328459,"score_gpt":0.4146139978498385,"score_spread":0.3555738344665539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288753805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49503878,0.46350628,0.000012755937,0.018886957,0.0026495883,0.0056173047,0.00061721844,0.00012355197,0.013547572],"genre_scores_gemma":[0.7833889,0.2087646,0.000028424023,0.0029785377,0.0001705399,0.0015398428,0.000058158836,0.000037678958,0.0030333027],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959846,0.0013114072,0.0012320417,0.00037266492,0.00072687224,0.0003724096],"domain_scores_gemma":[0.9972373,0.0009700186,0.00117566,0.00037961567,0.00019665001,0.00004074266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016954171,0.0002750235,0.0010524251,0.00008184616,0.00076459476,0.000005066381,0.0006120972,0.000018254228,0.0007504093],"category_scores_gemma":[0.0009885659,0.0001768095,0.00029704324,0.0008140008,0.00023539728,0.00004307232,0.00135786,0.0005348969,0.000020947604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049513288,0.000053522803,0.95986646,0.0025180567,0.00034504285,0.0000035511134,0.0017795422,0.00001620265,0.0000018546732,0.0005622674,0.02459673,0.010207262],"study_design_scores_gemma":[0.001010115,0.0003462544,0.16333267,0.0074592773,0.00034825853,0.0000025780766,0.004536328,0.000015795587,0.0000015610998,0.00003986169,0.82255626,0.00035104077],"about_ca_topic_score_codex":0.0004192877,"about_ca_topic_score_gemma":0.00018239231,"teacher_disagreement_score":0.7979595,"about_ca_system_score_codex":0.00062492955,"about_ca_system_score_gemma":0.00007461017,"threshold_uncertainty_score":0.8216456},"labels":[],"label_agreement":null},{"id":"W4289754848","doi":"10.1111/ggi.14449","title":"Employment in old age and all‐cause mortality: A systematic review","year":2022,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; PsycINFO; Observational study; Demography; Gerontology; Meta-analysis; MEDLINE; Inclusion and exclusion criteria; Psychological intervention; Psychiatry; Alternative medicine","score_opus":0.1930235347563675,"score_gpt":0.471543557511169,"score_spread":0.2785200227548015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289754848","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003284831,0.9761845,0.000054578362,0.0036649636,0.009280773,0.004783379,0.00061484135,0.00016035273,0.0049281158],"genre_scores_gemma":[0.000059969403,0.9837579,0.0001740591,0.0028000397,0.0007739805,0.0050157765,0.0016587657,0.0001359812,0.005623515],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889951,0.0023414323,0.004480636,0.0018118815,0.0011125248,0.0012584369],"domain_scores_gemma":[0.992473,0.0029177847,0.0030631088,0.00089706475,0.00035240882,0.0002966024],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0032037983,0.0012807101,0.0050517903,0.0016049311,0.0006152935,0.000093336916,0.0016654617,0.0012338663,0.002149233],"category_scores_gemma":[0.0019286495,0.001161829,0.0005989774,0.0005646764,0.00028476687,0.0003377077,0.0021886665,0.0023451636,0.000092407114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023153254,0.001321665,0.017238678,0.7389903,0.032083433,0.0044846497,0.0065835346,0.00000199744,7.440824e-7,0.080109596,0.05532536,0.0636285],"study_design_scores_gemma":[0.001463456,0.00014013311,0.0007395615,0.025374452,0.006471777,0.0003215109,0.00046241542,0.00001539186,1.1455232e-8,0.0008653892,0.9630952,0.0010506853],"about_ca_topic_score_codex":0.0012655504,"about_ca_topic_score_gemma":0.0030660275,"teacher_disagreement_score":0.90776986,"about_ca_system_score_codex":0.0015627649,"about_ca_system_score_gemma":0.00047697488,"threshold_uncertainty_score":0.99999446},"labels":[],"label_agreement":null},{"id":"W4289920226","doi":"10.1177/13582291221115266","title":"Supporting continued work under the UNCRPD – views of employees living with mild cognitive impairment or early onset dementia","year":2022,"lang":"en","type":"article","venue":"International Journal of Discrimination and the Law","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Research Institute for Aging; University of Toronto; University of Waterloo","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Canadian HIV Trials Network, Canadian Institutes of Health Research; Academy of Finland","keywords":"Cognition; Flexibility (engineering); Set (abstract data type); Dementia; Work (physics); Psychology; Livelihood; Solidarity; Independent living; Convention; Gerontology; Political science; Law; Medicine; Psychiatry; Management","score_opus":0.05936201352316825,"score_gpt":0.40158635142188526,"score_spread":0.342224337898717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289920226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808049,0.00044197822,0.00053442013,0.015450107,0.00053952134,0.00040313386,0.00003987138,0.0000069305925,0.0017791401],"genre_scores_gemma":[0.99692434,0.00007002392,0.00004384777,0.0017382411,0.000113149435,0.00005208857,0.000007200467,0.00001000455,0.0010411197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980117,0.00060293655,0.00058917416,0.00008050373,0.0005699926,0.00014571396],"domain_scores_gemma":[0.9971848,0.0012564282,0.00095702696,0.000058863123,0.0005146085,0.000028238172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016026996,0.00009364515,0.00019807531,0.000065661465,0.00073749584,0.000025895459,0.00023784976,0.000017133176,0.0004437678],"category_scores_gemma":[0.00009430868,0.000042943153,0.00007122644,0.00008777229,0.00020922134,0.00012857752,0.00022125419,0.00030380933,0.0000014934808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064766724,0.0006031013,0.7180689,0.000076604134,0.003407418,0.000025808211,0.11860579,0.000045279437,0.000018976094,0.1404581,0.009446464,0.0027668714],"study_design_scores_gemma":[0.0066027828,0.0008050293,0.85091716,0.0010993126,0.000592171,0.0000352563,0.13025226,0.000021649015,0.000034406243,0.0053451196,0.0041289553,0.00016588604],"about_ca_topic_score_codex":0.00018074714,"about_ca_topic_score_gemma":0.0005564491,"teacher_disagreement_score":0.13511299,"about_ca_system_score_codex":0.000051099658,"about_ca_system_score_gemma":0.000073016345,"threshold_uncertainty_score":0.5672296},"labels":[],"label_agreement":null},{"id":"W4290443091","doi":"","title":"A Reflection on Precarity","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Precarity; Reflection (computer programming); Sociology; Computer science; Gender studies","score_opus":0.5460864273200267,"score_gpt":0.6744842612324865,"score_spread":0.12839783391245985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290443091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8762639,0.0057657207,0.000042923744,0.0027906063,0.0035278304,0.0014281574,0.00009570554,0.00012898984,0.109956175],"genre_scores_gemma":[0.985393,0.0033008852,0.000029222738,0.0018930298,0.0004480804,0.0005628663,0.000020756657,0.000056178396,0.008295971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957541,0.0014736524,0.0009091761,0.00043319562,0.00090043363,0.0005294303],"domain_scores_gemma":[0.9975026,0.00066584354,0.0009286469,0.000457391,0.00027355153,0.00017195939],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024519558,0.00026102585,0.0006466762,0.0006620839,0.0034165238,0.00014642635,0.0016331665,0.000093095354,0.038470812],"category_scores_gemma":[0.00035245364,0.00023623854,0.00017475874,0.0010575886,0.000068348214,0.0008565797,0.002406123,0.0014033086,0.00006238159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047254784,0.0002758503,0.64079267,0.00008172888,0.00015521447,0.000011826027,0.0012042173,0.000058857422,0.0042050807,0.000518883,0.34706312,0.005159979],"study_design_scores_gemma":[0.00073828513,0.00005025405,0.7351586,0.00023410427,0.00006194158,0.0000022278414,0.0007853794,0.000011088764,0.0006562104,0.010755149,0.2512514,0.0002953367],"about_ca_topic_score_codex":0.002402684,"about_ca_topic_score_gemma":0.00026851892,"teacher_disagreement_score":0.10912912,"about_ca_system_score_codex":0.0004421206,"about_ca_system_score_gemma":0.0002173827,"threshold_uncertainty_score":0.9978809},"labels":[],"label_agreement":null},{"id":"W4290836454","doi":"10.1108/ijssp-03-2022-0074","title":"Labour market dualization and social policy in pandemic times: an in-depth analysis of private consumption services in Europe","year":2022,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Originality; Consumption (sociology); Unemployment; Economics; Social policy; Social security; Private sector; Quarter (Canadian coin); Business; Economic growth; Market economy; Political science; Sociology; Geography","score_opus":0.05021016676366052,"score_gpt":0.44473159994151756,"score_spread":0.39452143317785704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290836454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885818,0.0001494107,0.00000389631,0.0107114,0.00011634984,0.000089531284,0.000070731505,0.0000049250384,0.00027196354],"genre_scores_gemma":[0.9968264,0.0008932075,0.0000073606207,0.0015924986,0.000516923,0.000009357698,0.00004213898,0.0000073659694,0.00010473765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976825,0.0011881888,0.00064443576,0.000113712355,0.00018693694,0.00018420424],"domain_scores_gemma":[0.9990654,0.00016215863,0.0005608712,0.000026073385,0.00016344673,0.000022068807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011584008,0.000088727844,0.00037202027,0.0011642199,0.00027537183,0.000005097549,0.00015019828,0.00012738418,0.00011009939],"category_scores_gemma":[0.000090462905,0.0000879998,0.00004687785,0.00040306424,0.00018028113,0.00015105265,0.00017442911,0.0004596523,4.834511e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023171311,0.0000729726,0.884575,0.000039297214,0.00026319528,0.0000073086717,0.07150017,0.00002182328,0.000088832974,0.042547397,0.00004914983,0.0006031415],"study_design_scores_gemma":[0.0013351438,0.000054014912,0.97957104,0.000020811423,0.00004034776,0.0000020444172,0.0087024225,0.0000664167,4.1363467e-7,0.009474157,0.0006700986,0.00006309734],"about_ca_topic_score_codex":0.0031469325,"about_ca_topic_score_gemma":0.002538692,"teacher_disagreement_score":0.094996035,"about_ca_system_score_codex":0.00031441433,"about_ca_system_score_gemma":0.00018669938,"threshold_uncertainty_score":0.47572413},"labels":[],"label_agreement":null},{"id":"W4290993280","doi":"10.1108/ijssp-12-2021-0308","title":"Keeping carers from the “precariat”: availability of carer-friendly workplace policies for employees with adult and elder care responsibilities in Quebec","year":2022,"lang":"en","type":"article","venue":"International Journal of Sociology and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Originality; Work (physics); Public relations; Business; Value (mathematics); Psychology; Political science; Social psychology; Engineering","score_opus":0.027761562473149235,"score_gpt":0.3934207646670656,"score_spread":0.36565920219391634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290993280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96772873,0.0009330772,0.000012850932,0.030313192,0.00031126206,0.00021181014,0.0002648192,0.0000052270866,0.00021902361],"genre_scores_gemma":[0.99737775,0.00011132111,0.000053796088,0.0015249208,0.0007079738,0.00004542226,0.000011992697,0.00000857002,0.00015822529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984255,0.00065838546,0.0004398764,0.00011587,0.0001753114,0.00018509834],"domain_scores_gemma":[0.99751085,0.0014616399,0.00037886514,0.00005261267,0.0005730191,0.000022991819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004897364,0.00009609897,0.00028763807,0.000109892455,0.0007399881,0.0000056704553,0.00019085372,0.000095790325,0.000021477743],"category_scores_gemma":[0.0004324436,0.000069159076,0.00007139251,0.000052393923,0.0006332711,0.00007948571,0.00018417694,0.00044163002,1.0804438e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009900241,0.000019700181,0.5095253,0.000024070809,0.00020363063,0.0000017380369,0.4670678,0.0000030194562,0.000017463544,0.02090766,0.0007152448,0.00052434485],"study_design_scores_gemma":[0.001257137,0.00024678756,0.52723235,0.000052455685,0.000032543154,0.0000015268583,0.4574044,5.7007543e-7,0.000004767082,0.011220081,0.0024783784,0.000069032605],"about_ca_topic_score_codex":0.082183465,"about_ca_topic_score_gemma":0.04114077,"teacher_disagreement_score":0.041042697,"about_ca_system_score_codex":0.00035495873,"about_ca_system_score_gemma":0.00051298534,"threshold_uncertainty_score":0.9763559},"labels":[],"label_agreement":null},{"id":"W4291016444","doi":"10.1101/2022.08.08.22278544","title":"Trends in psychological distress in Great Britain, 1991-2019: evidence from three representative surveys","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Demography; Population; Population health; Distress; General Health Questionnaire; Mirroring; Medicine; Psychological distress; Inequality; Mental health; Gerontology; Psychology; Psychiatry; Sociology; Clinical psychology; Social psychology","score_opus":0.18923508906888534,"score_gpt":0.4884245123900562,"score_spread":0.2991894233211708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291016444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98109215,0.0033307706,0.00004616756,0.0071085547,0.0021135777,0.0009506376,0.0007758794,0.00013205246,0.0044502225],"genre_scores_gemma":[0.99053454,0.0016497043,0.00007282566,0.00023010401,0.0003402839,0.0015853484,0.0012666706,0.00005133555,0.0042691613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98935527,0.0064829434,0.0012148612,0.0015133324,0.0006118142,0.0008217611],"domain_scores_gemma":[0.9952034,0.002935222,0.00046780345,0.001176306,0.000088316105,0.0001289943],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036456916,0.000493429,0.0010590513,0.00046914918,0.00035383084,0.000020321024,0.0009947084,0.0004931122,0.0052990676],"category_scores_gemma":[0.0011307484,0.0004293415,0.00021159991,0.0007209292,0.00019607386,0.00011775746,0.0034416537,0.0035926725,0.00008605684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013622674,0.00015805934,0.9761382,0.0000749642,0.000053743388,0.00024954515,0.005661703,0.000042630236,0.000009221031,0.000048699723,0.012168204,0.005258807],"study_design_scores_gemma":[0.0008022559,0.0000726531,0.9910495,0.0010147628,0.000024710933,2.8054075e-7,0.0011128772,0.000027911665,0.0000013188999,0.004591612,0.0009036295,0.0003984881],"about_ca_topic_score_codex":0.06549393,"about_ca_topic_score_gemma":0.12968662,"teacher_disagreement_score":0.0641927,"about_ca_system_score_codex":0.00046115488,"about_ca_system_score_gemma":0.000046062993,"threshold_uncertainty_score":0.9998158},"labels":[],"label_agreement":null},{"id":"W4292220060","doi":"10.1371/journal.pone.0273218","title":"A systematic review of evidence on employment transitions and weight change by gender in ageing populations","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Obesity; Gerontology; Workforce; Medicine; Demography; Weight change; Weight gain; Systematic review; Weight loss; MEDLINE; Body weight; Political science","score_opus":0.6739219324290596,"score_gpt":0.48755674337437294,"score_spread":0.1863651890546867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292220060","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019719797,0.98878515,0.0000021716714,0.0012776915,0.000075204676,0.009238372,0.00024480993,0.000042243966,0.00031463453],"genre_scores_gemma":[0.000017928924,0.98515046,0.00003381333,0.0006924444,0.000067365414,0.013147098,0.00020532956,0.00005021667,0.00063533103],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953506,0.0017834151,0.0016161393,0.00036433697,0.00056392566,0.00032159698],"domain_scores_gemma":[0.99760056,0.0010770774,0.0007518675,0.00043995318,0.00006131969,0.00006920617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010575145,0.0003267951,0.0028650619,0.00025810435,0.00045007115,0.0000037991094,0.00018375929,0.00013104736,0.0005578503],"category_scores_gemma":[0.000497906,0.0002331045,0.00020165309,0.00047427,0.000029137012,0.000093517076,0.00013862635,0.00067032635,0.00002975083],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014955478,0.00034464453,0.000074145006,0.99537104,0.00033724922,0.0000064297406,0.0015438427,3.2091936e-9,1.6444031e-7,0.00021271125,0.000580299,0.0015279523],"study_design_scores_gemma":[0.00009847726,0.00006873268,0.00003616933,0.9741623,0.004207152,5.92735e-7,0.00011827922,5.7553586e-7,3.803831e-8,0.000046858135,0.02105193,0.00020892611],"about_ca_topic_score_codex":0.00015451713,"about_ca_topic_score_gemma":0.0001199415,"teacher_disagreement_score":0.021208795,"about_ca_system_score_codex":0.00029967463,"about_ca_system_score_gemma":0.00008737798,"threshold_uncertainty_score":0.95057255},"labels":[],"label_agreement":null},{"id":"W4292687678","doi":"10.3390/ijerph191610456","title":"Cohort Profile: The Assessing Economic Transitions (ASSET) Study—A Community-Based Mixed-Methods Study of Economic Engagement among Inner-City Residents","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; Providence Health Care; British Columbia Centre on Substance Use; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Socioeconomic status; Focus group; Community engagement; Asset (computer security); Casual; Cohort; Population; Qualitative research; Cohort study; Gerontology; Qualitative property; Indigenous; Aging in place; Medicine; Psychology; Demography; Environmental health; Sociology; Economic growth; Political science; Economics","score_opus":0.20971157956966377,"score_gpt":0.5378001886079626,"score_spread":0.32808860903829884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292687678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863935,0.000110672416,0.00008431138,0.010674323,0.0006571031,0.0015139116,0.00017695059,0.0000066693487,0.00038253702],"genre_scores_gemma":[0.9988389,0.00014900959,0.000097608594,0.00030964563,0.00016194425,0.0002530594,0.00004618936,0.000018532235,0.00012509643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97969854,0.017344698,0.0012017615,0.00019973102,0.0010853572,0.0004699247],"domain_scores_gemma":[0.9963712,0.0022752238,0.0007446255,0.00027922427,0.00009641821,0.00023331531],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.029604673,0.00014044571,0.00036040752,0.000495885,0.0040152315,0.00007641115,0.00080779433,0.000033822984,0.0009781356],"category_scores_gemma":[0.00015670109,0.00011229773,0.00007140817,0.000099273246,0.00029196445,0.00036045566,0.0009015539,0.0024343617,0.0000047603007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012484984,0.0034365528,0.9732366,0.000023476943,0.0004610455,0.000008744786,0.0138744,0.000100172096,0.000025363139,0.000106785395,0.00263147,0.0059705027],"study_design_scores_gemma":[0.0020011882,0.0019225613,0.7899941,0.00002715886,0.0000119318,0.0000032648868,0.2031781,0.00007379825,0.0000039765982,0.00021756522,0.002502776,0.00006359016],"about_ca_topic_score_codex":0.0049549504,"about_ca_topic_score_gemma":0.002046204,"teacher_disagreement_score":0.1893037,"about_ca_system_score_codex":0.0023000285,"about_ca_system_score_gemma":0.0009746538,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W4292812516","doi":"","title":"Two-stage chance-constrainted staffing with agent recourse for multi-skill call centers","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Computer Research Institute of Montréal","funders":"","keywords":"Staffing; Computer science; Stage (stratigraphy); Mathematical optimization; Operations research; Artificial intelligence; Mathematics; Economics; Management","score_opus":0.06468136190730416,"score_gpt":0.3601244090829038,"score_spread":0.2954430471755996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292812516","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1347412,0.0016696353,0.6898305,0.06606054,0.002726134,0.007871476,0.0025213563,0.0012250704,0.09335408],"genre_scores_gemma":[0.66386175,0.0029607771,0.10859473,0.0014614327,0.00035610935,0.003319748,0.0023834386,0.0003799213,0.21668208],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99215055,0.004497728,0.00090309087,0.0010628378,0.00042579405,0.0009599948],"domain_scores_gemma":[0.99103767,0.0024334497,0.0011299604,0.0017307092,0.003385361,0.00028287744],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005350119,0.0005560628,0.0006775983,0.0002348947,0.001408084,0.00008908923,0.00095191615,0.00035349577,0.00031058158],"category_scores_gemma":[0.0014834413,0.00044591734,0.00027470963,0.00018675278,0.00037312982,0.00012954508,0.00138205,0.0009787238,0.000059196016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012768877,0.0052653514,0.20849797,0.015475553,0.0037304987,0.00007245929,0.28182068,0.00008650789,0.005768449,0.2722287,0.057015326,0.14876162],"study_design_scores_gemma":[0.04547641,0.000026401964,0.052027788,0.23861088,0.0011900908,0.000015038657,0.026493033,0.020659054,0.025978863,0.0062939464,0.574829,0.008399511],"about_ca_topic_score_codex":0.001527414,"about_ca_topic_score_gemma":0.011113713,"teacher_disagreement_score":0.58123577,"about_ca_system_score_codex":0.00045012054,"about_ca_system_score_gemma":0.0006392858,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W4292823699","doi":"10.1016/j.wss.2022.100103","title":"Reshaping wellbeing in changing care and paid work environments","year":2022,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Care work; Unpaid work; Situated; Scope (computer science); Work (physics); Government (linguistics); Psychological intervention; Public relations; Sociology; Political science; Economic growth; Nursing; Medicine; Economics","score_opus":0.02151464252943577,"score_gpt":0.31109153695213076,"score_spread":0.289576894422695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292823699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98388505,0.0071834633,0.000041270752,0.003542155,0.00027637897,0.0004363664,0.000005780828,0.000055503642,0.0045740446],"genre_scores_gemma":[0.9915962,0.0016622862,0.00027007746,0.0015941662,0.00013926477,0.00013386723,0.000012079017,0.000028688604,0.004563365],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984844,0.00021157917,0.00021603261,0.0003278364,0.00020247295,0.0005576762],"domain_scores_gemma":[0.9995083,0.00019944545,0.00009114159,0.00013083423,0.0000074221184,0.0000628417],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006305761,0.00015624338,0.00022366848,0.0000814495,0.0030596068,0.0000126406185,0.00007413105,0.00007856337,0.000060400427],"category_scores_gemma":[0.000016919761,0.00016171142,0.000060790026,0.00029618628,0.000076906625,0.00008060401,0.00070994603,0.0006166702,0.000004177053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016599779,0.000014731974,0.7464512,0.00019254175,0.00003657383,0.000007404591,0.2466373,0.000034048408,0.00028270954,0.0014897232,0.0035172612,0.001319913],"study_design_scores_gemma":[0.0016280216,0.00009739534,0.18777408,0.00050501165,0.0000435713,0.0000010719057,0.56511146,0.00017505932,0.000023658711,0.0005142079,0.24366175,0.00046473884],"about_ca_topic_score_codex":0.00014133428,"about_ca_topic_score_gemma":0.000026739059,"teacher_disagreement_score":0.55867714,"about_ca_system_score_codex":0.00019318097,"about_ca_system_score_gemma":0.000020752852,"threshold_uncertainty_score":0.99823827},"labels":[],"label_agreement":null},{"id":"W4293087063","doi":"10.1108/ijoa-10-2021-2981","title":"What has been done and what has not – the government of Canada’s economic policy response to the coronavirus pandemic","year":2022,"lang":"en","type":"article","venue":"International journal of organizational analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Government (linguistics); Politics; Corporate governance; Political science; Population; State (computer science); Public relations; Political economy; Economic growth; Public administration; Business; Economics; Sociology; Management","score_opus":0.047110536738102914,"score_gpt":0.3557201017554986,"score_spread":0.3086095650173957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293087063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6161014,0.00068688917,0.00014655107,0.3816633,0.0010454059,0.00013427367,0.0001765105,0.0000035546072,0.000042150925],"genre_scores_gemma":[0.9893883,0.0010585345,0.000019473786,0.006889628,0.00050017453,0.000011913767,0.00001731728,0.000013593364,0.0021010593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702287,0.00050088513,0.0007468071,0.00013973936,0.0014209034,0.00016882297],"domain_scores_gemma":[0.99737716,0.0010807615,0.00075042533,0.00014656628,0.0005641527,0.000080914535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015170012,0.00011822869,0.00027407423,0.00020689727,0.0012038377,0.00013309787,0.00062501186,0.000026004001,0.00141838],"category_scores_gemma":[0.00041720277,0.000076001656,0.00010826038,0.0004335199,0.00008751113,0.000369314,0.0005356045,0.0002798784,0.0000037699585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038772202,0.00017522041,0.85614455,0.000013324645,0.011642757,0.00003778363,0.027531492,0.040763568,0.0013684076,0.007241107,0.045837466,0.005367096],"study_design_scores_gemma":[0.0009986893,0.00011406101,0.7414536,0.000059248938,0.0005843362,0.00003411205,0.03328386,0.0002738251,0.00010632674,0.0006378713,0.2222872,0.00016690107],"about_ca_topic_score_codex":0.021364994,"about_ca_topic_score_gemma":0.1099132,"teacher_disagreement_score":0.37477365,"about_ca_system_score_codex":0.0016283881,"about_ca_system_score_gemma":0.0022084734,"threshold_uncertainty_score":0.99949443},"labels":[],"label_agreement":null},{"id":"W4293212328","doi":"10.1093/annweh/wxac062","title":"Employment Precarity and Increased Risk of Hazardous Occupational Exposures Among Residents of High Socioeconomic Hardship Neighborhoods","year":2022,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institute of Environmental Health Sciences; Centers for Disease Control and Prevention","keywords":"Precarity; Socioeconomic status; Environmental health; Occupational safety and health; Hazardous waste; Human factors and ergonomics; Poison control; Socioeconomics; Gerontology; Demographic economics; Medicine; Sociology; Economics; Population","score_opus":0.09736670160598145,"score_gpt":0.4099240401120848,"score_spread":0.31255733850610334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293212328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881669,0.0059301355,0.0000061791898,0.004249705,0.00020366364,0.0007210221,0.0005172049,0.00002136604,0.00018378337],"genre_scores_gemma":[0.9948693,0.0039077643,0.00010990405,0.00067615166,0.00009541936,0.000112871036,0.00005573692,0.00002080976,0.00015203828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967137,0.0009890343,0.0011936204,0.00031384395,0.0003754981,0.0004142866],"domain_scores_gemma":[0.99746543,0.0005485697,0.0013622249,0.00026735803,0.00019204515,0.00016439264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024886478,0.00019170392,0.00075352954,0.00015870587,0.0010575552,0.0000054511515,0.00015456643,0.000090609006,0.00026532132],"category_scores_gemma":[0.00009451474,0.00018049833,0.00010505587,0.00012626481,0.00021176881,0.00008691537,0.00037137629,0.00037490504,7.839154e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056647696,0.00015163039,0.9687942,0.0004092918,0.00021519253,5.25264e-7,0.004560585,0.000014749307,0.0000054820853,0.0021728151,0.021101581,0.002007439],"study_design_scores_gemma":[0.0010969305,0.00096354174,0.99106705,0.00018313753,0.000037781883,2.6128126e-7,0.0016533976,0.0000032268206,0.000068002686,0.004466606,0.00033311537,0.00012695165],"about_ca_topic_score_codex":0.03802083,"about_ca_topic_score_gemma":0.0020179842,"teacher_disagreement_score":0.03600285,"about_ca_system_score_codex":0.0000480942,"about_ca_system_score_gemma":0.00034963535,"threshold_uncertainty_score":0.9683851},"labels":[],"label_agreement":null},{"id":"W4293384743","doi":"10.1111/joca.12479","title":"Getting<i>real</i>about consumer poverty: Deep processes for transformative action","year":2022,"lang":"en","type":"article","venue":"Journal of Consumer Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Transformative learning; Poverty; Generative grammar; Action (physics); Sociology; Work (physics); Political science; Law; Computer science","score_opus":0.05168291798048423,"score_gpt":0.3861617286134621,"score_spread":0.33447881063297785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293384743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7022395,0.05318828,0.016123507,0.07990714,0.01882685,0.010154725,0.0012464009,0.00059876905,0.11771483],"genre_scores_gemma":[0.99290794,0.0032491744,0.00038255026,0.0012675024,0.00032683506,0.0003242707,0.000017121147,0.00004768425,0.0014769098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997563,0.00035357173,0.0009940402,0.00015653869,0.00044646813,0.00048635775],"domain_scores_gemma":[0.9967002,0.00117905,0.0010194337,0.000123417,0.0008492725,0.00012860661],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010447482,0.00021015835,0.00051336555,0.00022023094,0.001901678,0.000014849058,0.00022921825,0.00007843842,0.0005422055],"category_scores_gemma":[0.0003172027,0.00017138812,0.00020865633,0.00026915103,0.00008356271,0.00040866382,0.00007520232,0.0007721639,0.00001576955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005085694,0.00085742894,0.25981405,0.0041708746,0.0029609264,0.000042167798,0.097233884,0.00013264008,0.0020534515,0.002824443,0.56185794,0.062966496],"study_design_scores_gemma":[0.005104535,0.0006800564,0.008541106,0.00027052892,0.00050167576,0.000051072584,0.09138409,0.00003650246,0.00033029818,0.001873244,0.8908193,0.00040754967],"about_ca_topic_score_codex":0.00004049359,"about_ca_topic_score_gemma":0.00019690943,"teacher_disagreement_score":0.3289614,"about_ca_system_score_codex":0.00024600473,"about_ca_system_score_gemma":0.00068462174,"threshold_uncertainty_score":0.9993977},"labels":[],"label_agreement":null},{"id":"W4293458346","doi":"10.1111/soin.12505","title":"Race, Marginalization, and Perceptions of Stress Among Workers Worldwide Post‐2020","year":2022,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Learned helplessness; Feeling; Social psychology; Ethnic group; Identity (music); Race (biology); Psychology; Sociology; Gender studies","score_opus":0.061648967755694235,"score_gpt":0.3996488660283816,"score_spread":0.3379998982726874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293458346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99082714,0.0008619404,0.00008224832,0.005056767,0.00043568257,0.00038479557,0.000054635624,0.00008508327,0.0022117223],"genre_scores_gemma":[0.9933545,0.0002714829,0.00006677889,0.0010219563,0.00023745662,0.0002480674,0.00010725652,0.000011648577,0.004680826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981143,0.00082237483,0.0003578462,0.00023520988,0.00017237029,0.00029789584],"domain_scores_gemma":[0.99897134,0.0005462169,0.00017076533,0.00013302708,0.00010977885,0.000068860376],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045745008,0.00011778011,0.00027427936,0.00004894557,0.0015116767,0.0000027730148,0.00013253442,0.00011065875,0.002733153],"category_scores_gemma":[0.00019275812,0.00009387533,0.00006874866,0.00016799118,0.0006967054,0.00004637965,0.00051032496,0.00052504416,0.000014613504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039989445,0.00005307353,0.95622087,0.000040717598,0.000036520694,0.0000028290158,0.019608643,0.000018345769,0.000060911865,0.0029823561,0.020655455,0.00028028915],"study_design_scores_gemma":[0.00027678057,0.00011608418,0.8801238,0.000028254606,0.000022221815,3.0235333e-7,0.11455627,0.000005665613,6.713027e-7,0.0024848448,0.0022872621,0.00009785288],"about_ca_topic_score_codex":0.00009668964,"about_ca_topic_score_gemma":0.00004995635,"teacher_disagreement_score":0.09494763,"about_ca_system_score_codex":0.00007042184,"about_ca_system_score_gemma":0.000044078166,"threshold_uncertainty_score":0.9997882},"labels":[],"label_agreement":null},{"id":"W4293537681","doi":"10.1111/cars.12395","title":"Foreign workers in the West: The regulation of migrant “Unfreedom” in Saskatchewan","year":2022,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Political science; Immigration; Wage; Capitalism; Humanities; Politics; Economy; Ethnology; Sociology; Art; Economics; Law","score_opus":0.07143203954221267,"score_gpt":0.33816536725563984,"score_spread":0.26673332771342717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293537681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92370987,0.02771899,0.0000014947719,0.044073507,0.0002999631,0.0017461743,0.000179148,0.000011353314,0.0022595217],"genre_scores_gemma":[0.9877945,0.0023442754,0.000027382108,0.008421144,0.000095514864,0.000992265,0.00009930964,0.00001853623,0.0002070416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944586,0.0030841928,0.0009523152,0.00029190732,0.00008675233,0.0011262045],"domain_scores_gemma":[0.9969086,0.0018167814,0.00049595005,0.00052401127,0.00011397055,0.00014070632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071417694,0.00020364475,0.00071662175,0.00019132181,0.00080516806,0.0000012233784,0.0008641406,0.0002248431,0.0004098979],"category_scores_gemma":[0.001036315,0.00014209299,0.00020203642,0.00052608916,0.00088824134,0.00003436002,0.00011491358,0.0012518769,0.0000049117934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011619962,0.0000146607445,0.88504386,0.0012249872,0.000043094406,0.000016847904,0.08176704,0.00003989582,0.00001485002,0.009420495,0.021383395,0.0010192476],"study_design_scores_gemma":[0.0002742597,0.000080568905,0.6365576,0.0009292465,0.00003694618,0.000003254815,0.3429175,0.000007752628,1.6255322e-7,0.009942356,0.009135829,0.000114516595],"about_ca_topic_score_codex":0.32883263,"about_ca_topic_score_gemma":0.92676973,"teacher_disagreement_score":0.5979371,"about_ca_system_score_codex":0.002012889,"about_ca_system_score_gemma":0.0022293886,"threshold_uncertainty_score":0.6756367},"labels":[],"label_agreement":null},{"id":"W4293546654","doi":"10.3390/socsci11090387","title":"Human-Centred Design in UK Asylum Social Protection","year":2022,"lang":"en","type":"article","venue":"Social Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Economic and Social Research Council; Cara; UK Research and Innovation","keywords":"Social protection; Human rights; Refugee; Social policy; Scholarship; Political science; Equity (law); Social inequality; Sociology; Poverty; Context (archaeology); Economic growth; Inequality; Economics; Law","score_opus":0.2628060214450802,"score_gpt":0.4592805235458396,"score_spread":0.1964745021007594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293546654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068205,0.00013105097,0.00007541385,0.03425675,0.0015916462,0.0018388578,0.00001083625,0.00016433492,0.055110637],"genre_scores_gemma":[0.9962059,0.0000018360415,0.00001957413,0.00041503593,0.00045732668,0.0004893626,0.0000015064915,0.000004958331,0.002404453],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978904,0.0008650608,0.00021297562,0.0002047602,0.00040164698,0.00042512812],"domain_scores_gemma":[0.99976987,0.000042584696,0.00012147847,0.000028436505,0.000021383443,0.000016274767],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012263723,0.00007252064,0.00013293937,0.000086713066,0.01364014,0.000011748468,0.0001899721,0.000049220333,0.0008628131],"category_scores_gemma":[0.000044378892,0.00006718476,0.00004082525,0.00066385494,0.00022014092,0.00007366187,0.00019779851,0.0002591001,0.000023854347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001451909,0.00044748667,0.31860986,0.0000818329,0.00005342822,0.000013394242,0.4065591,0.000059211445,0.003923587,0.062288437,0.19027863,0.017539818],"study_design_scores_gemma":[0.001735679,0.00046116978,0.6766349,0.000024927662,0.000018635208,2.81559e-7,0.22100352,0.00006517566,0.000036021305,0.06046463,0.039079517,0.00047556683],"about_ca_topic_score_codex":0.002151902,"about_ca_topic_score_gemma":0.00087194063,"teacher_disagreement_score":0.358025,"about_ca_system_score_codex":0.00025863186,"about_ca_system_score_gemma":0.00018382336,"threshold_uncertainty_score":0.98764396},"labels":[],"label_agreement":null},{"id":"W4293554463","doi":"10.1080/14737167.2022.2117691","title":"Consumption of antidepressants and economic austerity in Brazil","year":2022,"lang":"en","type":"article","venue":"Expert Review of Pharmacoeconomics & Outcomes Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Austerity; Consumption (sociology); Context (archaeology); Gross domestic product; Debt; Pharmacy; Quarter (Canadian coin); Depression (economics); Economics; Business; Economic growth; Medicine; Geography; Finance; Political science; Macroeconomics","score_opus":0.12990745885251773,"score_gpt":0.621527687407669,"score_spread":0.4916202285551512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293554463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138678,0.0751734,8.970628e-7,0.006315029,0.00049364084,0.0014485614,0.00013047874,0.000012205002,0.0025579883],"genre_scores_gemma":[0.6597534,0.33685875,0.000051321505,0.0020584096,0.000060304243,0.00053401943,0.00001944079,0.000022942864,0.0006414435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965612,0.001381598,0.0011061595,0.00031297363,0.00020950793,0.00042854293],"domain_scores_gemma":[0.9981927,0.0010364918,0.00032107957,0.0002934311,0.00007737231,0.00007892241],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043518054,0.00014149515,0.0007986164,0.0002782799,0.00038974066,0.0000035966125,0.00033671822,0.00003883166,0.004394025],"category_scores_gemma":[0.000114376155,0.00013400982,0.00009938001,0.00009770185,0.00018701416,0.00013936966,0.00113581,0.0006347385,0.000045279656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008418832,0.00008978921,0.9541546,0.005159119,0.00007801568,0.0000024727954,0.0017353806,0.0000036917822,0.00059981906,0.0006738167,0.03247854,0.0049405266],"study_design_scores_gemma":[0.0051021967,0.00020028028,0.6034596,0.0029517922,0.000034705685,0.0000037310658,0.0026967817,0.00031592365,0.0006165436,0.00043440206,0.38370615,0.00047787165],"about_ca_topic_score_codex":0.0014382044,"about_ca_topic_score_gemma":0.00015210299,"teacher_disagreement_score":0.3512276,"about_ca_system_score_codex":0.00034015783,"about_ca_system_score_gemma":0.00018346436,"threshold_uncertainty_score":0.9965161},"labels":[],"label_agreement":null},{"id":"W4293728042","doi":"10.1111/nin.12523","title":"Control of resources in the nursing workplace: Power and patronage relations","year":2022,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Power (physics); Nursing; Control (management); Sociology; Psychology; Medicine; Management; Economics","score_opus":0.04982081146938464,"score_gpt":0.3957112359182379,"score_spread":0.34589042444885326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293728042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95477873,0.0024408964,0.00022360378,0.019708158,0.0010124537,0.00056847197,0.000013681414,0.000037049394,0.021216948],"genre_scores_gemma":[0.99857163,0.0000085535285,0.00003577406,0.0005854352,0.000121831305,0.000085781234,0.0000046857454,0.000012689465,0.00057361915],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981883,0.0008422247,0.00030804676,0.00014995503,0.0002391383,0.00027234765],"domain_scores_gemma":[0.9988907,0.0007463515,0.00013823286,0.00017420595,0.000027627584,0.000022873253],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008812694,0.00008669153,0.00017390738,0.00011330446,0.0013873004,0.000005256213,0.00012059761,0.00005040961,0.00019483584],"category_scores_gemma":[0.00007358258,0.00006802557,0.00003380461,0.00024903833,0.0002874071,0.00005662493,0.000033394474,0.00054184225,0.0000041053736],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032956604,0.0002697253,0.32813263,0.00002848841,0.000027208556,0.000004957664,0.59522617,0.00011155185,0.00011054788,0.014324968,0.056338053,0.0050961724],"study_design_scores_gemma":[0.0015702532,0.00018893415,0.68571866,0.00066204666,0.00005345019,0.0000030086294,0.27922538,0.00008054689,0.0000010713046,0.004938589,0.02742605,0.00013203206],"about_ca_topic_score_codex":0.000033591285,"about_ca_topic_score_gemma":0.000007697945,"teacher_disagreement_score":0.35758603,"about_ca_system_score_codex":0.00014746549,"about_ca_system_score_gemma":0.000037181988,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W4293786834","doi":"10.1371/journal.pone.0272698","title":"Welfare state decommodification and population health","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Decile; Welfare state; Economics; Population; Redistribution (election); Welfare; Polarization (electrochemistry); Demographic economics; Labour economics; Environmental health; Medicine; Market economy; Political science","score_opus":0.13206027975660875,"score_gpt":0.3837645203637296,"score_spread":0.2517042406071208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293786834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9369841,0.00040777677,0.0000087234275,0.06093388,0.00006304115,0.0006371964,0.000044672626,0.00010625636,0.00081435725],"genre_scores_gemma":[0.99608886,0.00017035504,0.00014608885,0.0013829598,0.00004876549,0.00032734245,0.00016347865,0.000014076652,0.0016580988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998829,0.00033269433,0.00025030787,0.00014858313,0.0002235024,0.00021589326],"domain_scores_gemma":[0.99956626,0.000060677106,0.00014870123,0.0001310026,0.000039376027,0.000054003795],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038541257,0.00006373287,0.0001582496,0.00005791134,0.0025538432,0.0000035122616,0.000050199884,0.000015660697,0.00038215605],"category_scores_gemma":[0.000028540931,0.000064531785,0.000011319961,0.00010137646,0.000010152972,0.00005465529,0.00013914249,0.00023258326,0.000018335852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005199616,0.00036607805,0.9821281,0.00027864784,0.00006745002,3.7940757e-7,0.0056752088,0.000004972131,0.00007002339,0.0050764075,0.0026516498,0.0036291177],"study_design_scores_gemma":[0.00043161077,0.00018051847,0.98673826,0.00004909182,0.000018346638,1.058024e-7,0.0019861257,0.00010868053,0.0000050676827,0.001984133,0.008403385,0.0000946854],"about_ca_topic_score_codex":0.0011450507,"about_ca_topic_score_gemma":0.00037426085,"teacher_disagreement_score":0.05955092,"about_ca_system_score_codex":0.00015762464,"about_ca_system_score_gemma":0.000027122072,"threshold_uncertainty_score":0.99874467},"labels":[],"label_agreement":null},{"id":"W4293832654","doi":"10.1093/oso/9780198859284.003.0001","title":"The Enduring Challenge of Age Discrimination","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Scope (computer science); Age discrimination; Enforcement; Sociology; Political science; Law and economics; Positive economics; Social science; Law; Economics","score_opus":0.12451223818870183,"score_gpt":0.3928129593202352,"score_spread":0.26830072113153336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293832654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002635937,0.0015050154,0.000003592842,0.006652105,0.0007407543,0.0005040292,0.00002084765,0.00005352315,0.9904938],"genre_scores_gemma":[0.012288743,0.006584401,0.0000061588357,0.00009683538,0.00023758368,0.00011021801,0.00003819461,0.00003535716,0.9806025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989166,0.00005916625,0.00039547702,0.00015547959,0.0002762326,0.00019701027],"domain_scores_gemma":[0.998937,0.00044616734,0.00027551348,0.00025804114,0.00006127613,0.000021993745],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003374145,0.00014699991,0.00023389747,0.000054413398,0.0013632518,0.0000021458247,0.00016869108,0.0001165548,0.004914876],"category_scores_gemma":[0.000027166423,0.00009126105,0.00009678626,0.000009948055,0.000066517685,0.000029774377,0.00042781635,0.0005505561,0.000059333197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008699601,0.000005449364,0.000056912282,0.00017129611,0.00006419937,0.0000031458492,0.002575392,5.4491835e-8,0.0000011347885,0.9809832,0.011020633,0.005109874],"study_design_scores_gemma":[0.00012511575,0.000046464575,0.0004445961,0.00013788542,0.000038949496,4.7538734e-8,0.0012575976,3.3611607e-7,8.174124e-7,0.043901913,0.95394653,0.0000997271],"about_ca_topic_score_codex":0.00011004302,"about_ca_topic_score_gemma":0.0011398833,"teacher_disagreement_score":0.94292593,"about_ca_system_score_codex":0.000090874266,"about_ca_system_score_gemma":0.00003973521,"threshold_uncertainty_score":0.9999368},"labels":[],"label_agreement":null},{"id":"W4294189489","doi":"10.1192/j.eurpsy.2022.865","title":"Parallel latent trajectories of mental health and employment earnings among 16- to 20-year-olds entering the US labor force: A 20-year longitudinal study","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Earnings; Mental health; Multinomial logistic regression; Demography; Psychology; Socioeconomic status; Latent class model; Health and Retirement Study; Odds; Cohort; Longitudinal study; Depression (economics); Medicine; Gerontology; Logistic regression; Psychiatry; Population; Economics; Finance; Statistics; Sociology; Mathematics","score_opus":0.033275885789827334,"score_gpt":0.3450496799735565,"score_spread":0.3117737941837292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294189489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98227453,0.00110687,0.000016873264,0.0108034555,0.0019750171,0.0018961936,0.000107354994,0.00014881724,0.001670894],"genre_scores_gemma":[0.9921849,0.00007370536,0.00016925643,0.0015374271,0.0003551683,0.00018090424,0.000027882714,0.00009837144,0.005372411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632436,0.0013567116,0.0007348139,0.00047550458,0.00050959137,0.00059899007],"domain_scores_gemma":[0.99890673,0.00006299622,0.00037204823,0.00039176032,0.000057883004,0.00020855448],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013422174,0.00027773448,0.0004002932,0.00011520961,0.0021968782,0.000022220085,0.00034336915,0.000022000004,0.0002438687],"category_scores_gemma":[0.000023544864,0.00021501286,0.00009435281,0.00030327326,0.000084777996,0.00007632823,0.0010528625,0.0006110237,0.000027678449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031329851,0.00026307418,0.9019902,0.00008056626,0.00014954497,0.0000031638585,0.056471728,0.000028683606,0.000007448135,0.00031838153,0.040283117,0.00009081507],"study_design_scores_gemma":[0.0018156354,0.001783791,0.89076585,0.00017268355,0.0000317232,0.0000016809456,0.079801545,0.0000021020276,3.5035148e-7,0.000028756536,0.025401166,0.00019473673],"about_ca_topic_score_codex":0.0006653637,"about_ca_topic_score_gemma":0.0018934308,"teacher_disagreement_score":0.023329819,"about_ca_system_score_codex":0.00015520661,"about_ca_system_score_gemma":0.0001163482,"threshold_uncertainty_score":0.9991021},"labels":[],"label_agreement":null},{"id":"W4294243125","doi":"10.23889/ijpds.v7i3.1974","title":"Changes in health and welfare after workers’ compensation benefits cease.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Receipt; Workers' compensation; Payment; Welfare; Social security; Business; Disability benefits; Compensation (psychology); Social work; Social Welfare; Demographic economics; Medicine; Actuarial science; Labour economics; Economics; Finance; Economic growth; Accounting; Psychology; Political science","score_opus":0.1433948902128118,"score_gpt":0.46463721354483495,"score_spread":0.3212423233320232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294243125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89416766,0.00047677633,0.00018059347,0.09944324,0.004210476,0.00060296437,0.00078096864,0.000024462932,0.00011286335],"genre_scores_gemma":[0.9968474,0.00012287797,0.0004028513,0.0016415823,0.0002549499,0.00008292234,0.00044593523,0.0000074144873,0.00019407962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824154,0.00013106242,0.0004026912,0.00027041222,0.00068504666,0.0002692565],"domain_scores_gemma":[0.9990966,0.000100145815,0.00032848198,0.00016275757,0.00020728394,0.00010477593],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002178581,0.00007572373,0.00011221327,0.00037963394,0.0021707923,0.00005443636,0.0006067918,0.000016836662,0.00026343603],"category_scores_gemma":[0.0002784089,0.00007061318,0.000013893341,0.00025286697,0.000052782972,0.00076569454,0.0008262993,0.00025855732,0.000002083856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012719394,0.00002506268,0.9773283,0.000013582669,0.000008096522,0.000002083738,0.0013064488,0.00023580683,0.0000038008181,0.006545649,0.0015641997,0.012839771],"study_design_scores_gemma":[0.00065371935,0.00007397812,0.91506624,0.000100501784,0.0000025731451,0.000010827764,0.0037347863,0.0023140025,2.9719504e-7,0.0010073881,0.07694794,0.0000877193],"about_ca_topic_score_codex":0.0007247325,"about_ca_topic_score_gemma":0.0022464318,"teacher_disagreement_score":0.10267974,"about_ca_system_score_codex":0.00040022077,"about_ca_system_score_gemma":0.00016894433,"threshold_uncertainty_score":0.9991282},"labels":[],"label_agreement":null},{"id":"W4294837644","doi":"10.51357/cs.v14i1.186","title":"Editor's Introduction","year":2018,"lang":"en","type":"article","venue":"Critical Studies An International and Interdisciplinary Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Work (physics); Sociology; History; Political science; Gerontology; Library science; Medicine; Engineering; Computer science","score_opus":0.07413099664178878,"score_gpt":0.4990295794646223,"score_spread":0.4248985828228335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294837644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51704144,0.0013942883,0.0011662146,0.3220256,0.12642954,0.00023846024,0.000027573453,0.0001344582,0.03154245],"genre_scores_gemma":[0.8202466,0.0007561811,0.00032561106,0.0010318249,0.17485651,0.000027424472,0.0000060517195,0.000016895758,0.002732897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984798,0.0001564723,0.0004767349,0.00026164314,0.00027572326,0.00034966524],"domain_scores_gemma":[0.9981683,0.0002671879,0.00008956632,0.00010310943,0.001207165,0.00016466642],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005395661,0.00015232597,0.00022240794,0.00010065654,0.003507658,0.000047407633,0.0001918585,0.00007005705,0.0011546665],"category_scores_gemma":[0.0005741418,0.00010836625,0.000060339476,0.000059867394,0.000748613,0.000685304,0.0009297246,0.00051302137,0.00012838641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004325265,0.00017612986,0.030302923,0.000059725815,0.00044475708,0.000024903627,0.019131463,2.7107365e-7,0.00016570791,0.049966782,0.8886563,0.010638478],"study_design_scores_gemma":[0.001048582,0.0022097684,0.062382326,0.00040027982,0.0000927162,0.00021288791,0.080673374,0.00015848553,0.000033407752,0.12925643,0.72313607,0.00039566506],"about_ca_topic_score_codex":0.000004498151,"about_ca_topic_score_gemma":0.000028360771,"teacher_disagreement_score":0.32099375,"about_ca_system_score_codex":0.0001380226,"about_ca_system_score_gemma":0.000023045572,"threshold_uncertainty_score":0.9997584},"labels":[],"label_agreement":null},{"id":"W4294837971","doi":"10.1080/07078552.2022.2096774","title":"Devalued labour, COVID-19, and the problem of profitability: crises of seniors care in Shanghai, China and British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Studies in Political Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Devaluation; China; Profitability index; Politics; Profit (economics); Economics; 2019-20 coronavirus outbreak; Health care; Political science; Economic growth; Political economy; Finance; Medicine; Law; Neoclassical economics","score_opus":0.03768729715303889,"score_gpt":0.3761064634099119,"score_spread":0.338419166256873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294837971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664075,0.006494973,3.1342938e-7,0.012958478,0.000110718924,0.001494247,0.00034753332,0.00000970742,0.012176571],"genre_scores_gemma":[0.9965937,0.00014850221,0.000034179342,0.002003787,0.000028448518,0.0008626282,0.0000049779114,0.000010019262,0.00031376525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978043,0.0006489456,0.0006721236,0.00026460725,0.0001252216,0.00048481632],"domain_scores_gemma":[0.99809945,0.001428055,0.0001329745,0.00013772215,0.00010069301,0.00010109993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008485181,0.00010364725,0.00061404024,0.00004120682,0.00070733955,0.0000061572796,0.00011043039,0.000035848527,0.00011497586],"category_scores_gemma":[0.00060874014,0.00010976457,0.000028885544,0.00014584172,0.001061234,0.000041494102,0.00081056973,0.00032203522,7.784606e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004912646,0.000028512579,0.9223454,0.0022881073,0.000058537422,0.000008971106,0.016161742,0.0000019434378,6.614209e-8,0.056894634,0.0019499024,0.0002130436],"study_design_scores_gemma":[0.0043516723,0.00016004976,0.47931045,0.00018016394,0.00004642099,0.00000512689,0.39394432,0.0000071299505,8.996506e-7,0.10143932,0.020351645,0.00020279094],"about_ca_topic_score_codex":0.9121201,"about_ca_topic_score_gemma":0.97964877,"teacher_disagreement_score":0.44303498,"about_ca_system_score_codex":0.0006835727,"about_ca_system_score_gemma":0.0009127379,"threshold_uncertainty_score":0.54403555},"labels":[],"label_agreement":null},{"id":"W4295037952","doi":"10.1080/09540962.2022.2110182","title":"Personality, social support, stress, and coping in a sample of Canadian paramedics","year":2022,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Psychology; Perception; Coping (psychology); Psychological resilience; Social support; Personality; Mental health; Identification (biology); Applied psychology; Sample (material); Social psychology; Clinical psychology; Psychiatry","score_opus":0.09053764270178842,"score_gpt":0.36451007996909673,"score_spread":0.2739724372673083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295037952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6396132,0.00066243135,0.00006819604,0.23111711,0.0008995716,0.002601231,0.0010453305,0.00009797234,0.12389492],"genre_scores_gemma":[0.99497306,0.0001535845,0.00008248617,0.0024203155,0.000067003326,0.00048467945,0.00014172253,0.000012719056,0.0016644498],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984325,0.00022677061,0.00032951354,0.00020188402,0.0003178522,0.00049147476],"domain_scores_gemma":[0.9995159,0.0001044657,0.000115332914,0.000116668656,0.00003244322,0.00011518908],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082479365,0.000095183015,0.00020319696,0.00049074495,0.0009825291,0.000009603913,0.00015397512,0.000032217184,0.0015808035],"category_scores_gemma":[0.000045755416,0.00010181132,0.000029624984,0.0004795423,0.00005934078,0.000060997674,0.0005900246,0.0002550848,0.0000033274475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009945534,0.00006624398,0.7779966,0.00043289358,0.00009602605,0.000016402617,0.012778276,0.000002300782,2.1483733e-7,0.06469105,0.13962828,0.0042817728],"study_design_scores_gemma":[0.00066096097,0.000028350316,0.38376442,0.000023407089,0.000019860481,1.2724814e-7,0.020876212,0.00002631875,1.1445988e-7,0.001868648,0.59262604,0.000105527695],"about_ca_topic_score_codex":0.22927685,"about_ca_topic_score_gemma":0.25250763,"teacher_disagreement_score":0.45299777,"about_ca_system_score_codex":0.00026198218,"about_ca_system_score_gemma":0.00015040043,"threshold_uncertainty_score":0.9993319},"labels":[],"label_agreement":null},{"id":"W4295124082","doi":"10.1177/07340168221121314","title":"“This Job has Changed Me”: Work Life Conflict, Self and Social Identity in Correctional Work","year":2022,"lang":"en","type":"article","venue":"Criminal Justice Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Social psychology; Psychology; Identity (music); Work (physics); Stressor; Mental health; Personality; Social identity theory; Role conflict; Sociology; Social group; Clinical psychology","score_opus":0.20915554014130813,"score_gpt":0.44346741089705866,"score_spread":0.23431187075575052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295124082","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24503748,0.6620122,0.00008192497,0.06510506,0.011308258,0.0044820597,0.000089091634,0.0004192127,0.011464678],"genre_scores_gemma":[0.4431806,0.43760517,0.00043778963,0.08581496,0.005979048,0.006175921,0.00020118008,0.00019419234,0.020411143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971242,0.0010476165,0.00060730096,0.00033384506,0.0004233006,0.0004637653],"domain_scores_gemma":[0.9988252,0.000530088,0.00026096747,0.00014802626,0.0001281882,0.00010751841],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016611903,0.00020365432,0.00058931945,0.000092890885,0.0030274822,0.000018806033,0.00018975127,0.000074422904,0.0035694663],"category_scores_gemma":[0.00045304082,0.00017970128,0.00009750237,0.0006490946,0.00009436968,0.00013322727,0.000513383,0.0009508856,0.00018575069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035216418,0.00037194905,0.08341472,0.07304944,0.00023628998,0.00007161048,0.12177322,6.9733204e-7,0.0000037736538,0.006609044,0.69975775,0.01435935],"study_design_scores_gemma":[0.0008236666,0.00008203255,0.070201725,0.0042171194,0.0032213342,0.0000060949938,0.026239825,0.0000029160467,1.6075319e-7,0.00005649464,0.89473337,0.00041525657],"about_ca_topic_score_codex":0.00017179597,"about_ca_topic_score_gemma":0.00020146034,"teacher_disagreement_score":0.22440706,"about_ca_system_score_codex":0.0002465879,"about_ca_system_score_gemma":0.00020500798,"threshold_uncertainty_score":0.99827045},"labels":[],"label_agreement":null},{"id":"W4295367266","doi":"10.5539/gjhs.v14n10p1","title":"The Effects of Workplace Discrimination on Job Stress and Depression Among Nurses: A Test of Mediation","year":2022,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Job stress; Depression (economics); Mediation; Bachelor; Psychology; Stress (linguistics); Cross-sectional study; Medicine; Clinical psychology; Nursing; Job satisfaction; Social psychology","score_opus":0.01864270707764507,"score_gpt":0.3947252419813316,"score_spread":0.3760825349036865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295367266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360675,0.0017024502,0.000035952355,0.002300215,0.0016018894,0.00038441317,0.000013381674,0.000004133066,0.0003508302],"genre_scores_gemma":[0.9992351,0.0005283013,0.000031793053,0.00010777368,0.00004696145,0.000012146447,5.033793e-7,0.0000024977658,0.00003494356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780744,0.0003170774,0.00061143143,0.00011056152,0.00088745565,0.00026605168],"domain_scores_gemma":[0.9971519,0.0010131019,0.0013310481,0.000110305424,0.00030136626,0.00009224228],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024269077,0.000068627254,0.00020559606,0.00008534187,0.0019439891,0.000006687464,0.00027788396,0.000020095615,0.0000034171642],"category_scores_gemma":[0.0013365332,0.00004201355,0.00002831509,0.00047662665,0.00031796336,0.00017175046,0.00017333994,0.00025208853,2.3062387e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006284764,0.00006387795,0.9859777,0.00024318052,0.0000041795297,0.0000010210056,0.0019803015,0.000037629852,0.00007876299,0.00054483063,0.00115176,0.009853903],"study_design_scores_gemma":[0.0004740977,0.00066449,0.99030757,0.0007915703,0.000009042379,0.0000024707763,0.0070033865,0.00004544062,0.00010819671,0.00046871664,0.000091373775,0.000033673714],"about_ca_topic_score_codex":0.0001742684,"about_ca_topic_score_gemma":0.00010403973,"teacher_disagreement_score":0.009820229,"about_ca_system_score_codex":0.0002746908,"about_ca_system_score_gemma":0.0004951599,"threshold_uncertainty_score":0.9993553},"labels":[],"label_agreement":null},{"id":"W4295860320","doi":"10.2139/ssrn.4203942","title":"Living on the Edge: Institutional Supports and Perceptions of Economic Insecurity Among People with Disabilities and Chronic Health Conditions","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Perception; Food insecurity; Economic growth; Psychology; Socioeconomics; Demographic economics; Gerontology; Political science; Environmental health; Medicine; Sociology; Geography; Economics; Food security","score_opus":0.015477912909518042,"score_gpt":0.3262754661222258,"score_spread":0.31079755321270774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295860320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885292,0.0012319194,0.000033973014,0.00903473,0.00014005907,0.0003923962,0.000069625276,0.000016408629,0.0005516607],"genre_scores_gemma":[0.9960705,0.0028409457,0.0000021707872,0.00018218816,0.00015840675,0.00013468259,0.000013986448,0.000011720427,0.0005854045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980213,0.00044153666,0.00031825266,0.00015818056,0.00015907019,0.00090163486],"domain_scores_gemma":[0.9990862,0.00047605767,0.00022385312,0.000113078444,0.000034062705,0.00006674274],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015572814,0.0001164293,0.00020766351,0.00007996189,0.0051112575,0.000010577256,0.0000907862,0.000026174148,0.0006886033],"category_scores_gemma":[0.00004102808,0.00008162387,0.00003912203,0.00007166863,0.00041850234,0.00013206896,0.00014642398,0.0016580439,0.000002917203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019302333,0.00004899515,0.62469167,0.000032890137,0.000081053084,1.9146013e-7,0.010152263,0.000046018078,0.0000028010738,0.3641149,0.0006384134,0.0001715088],"study_design_scores_gemma":[0.00056205946,0.0013374581,0.7861904,0.00013166286,0.000035692425,0.00009695942,0.1469901,0.00004395092,3.2394274e-7,0.06365227,0.0008147384,0.0001443795],"about_ca_topic_score_codex":0.00093455403,"about_ca_topic_score_gemma":0.044804595,"teacher_disagreement_score":0.30046266,"about_ca_system_score_codex":0.0017587378,"about_ca_system_score_gemma":0.003901229,"threshold_uncertainty_score":0.99618393},"labels":[],"label_agreement":null},{"id":"W4296052617","doi":"10.1177/10957960221117376","title":"<i>New Labor Forum</i> Chronicles a Quarter Century in Labor","year":2022,"lang":"en","type":"article","venue":"New Labor Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Labor history; Labour economics; Economic history; Labor relations; Political science; Economics; History; Archaeology","score_opus":0.01787270021389634,"score_gpt":0.3368801467557895,"score_spread":0.3190074465418931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296052617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5093525,0.023941867,0.00006499798,0.4436222,0.0061141364,0.0028977974,0.0013757762,0.00069482287,0.011935932],"genre_scores_gemma":[0.845866,0.0018336105,0.00068560033,0.08444469,0.0017461006,0.0011446676,0.00026355332,0.00023536466,0.06378037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962553,0.00038858037,0.00072963856,0.0005463208,0.0005311179,0.0015490381],"domain_scores_gemma":[0.9985768,0.00026550228,0.000241034,0.0005250959,0.00010963652,0.0002818981],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000389491,0.00035016914,0.0005132766,0.00021165857,0.0014066494,0.00002102268,0.00046463936,0.00016308177,0.004352196],"category_scores_gemma":[0.00008031702,0.0003252712,0.000117832824,0.0010159403,0.000038976876,0.00024627466,0.0007171742,0.0010403066,0.00039719068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014561329,0.00008632363,0.32640892,0.00005288769,0.000041360105,0.000015639303,0.004937917,0.000009239706,0.00014595158,0.009850924,0.6530211,0.0052841213],"study_design_scores_gemma":[0.0033782898,0.0002868825,0.067228585,0.00009547426,0.000023955283,0.0000011407435,0.0233988,0.000013645071,0.000044604443,0.002839912,0.90234566,0.00034307042],"about_ca_topic_score_codex":0.004533246,"about_ca_topic_score_gemma":0.01748584,"teacher_disagreement_score":0.3591775,"about_ca_system_score_codex":0.0004951583,"about_ca_system_score_gemma":0.0010911785,"threshold_uncertainty_score":0.99991995},"labels":[],"label_agreement":null},{"id":"W4296126162","doi":"10.1016/j.jvb.2022.103784","title":"Adapting to a jolt: A mixed methods study identifying challenges and personal resources impacting professional gig workers' well-being during COVID-19","year":2022,"lang":"en","type":"article","venue":"Journal of Vocational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Psychological resilience; Psychosocial; Workforce; Conservation of resources theory; Scholarship; Emotional exhaustion; Social psychology; Personal protective equipment; Emotional labor; Burnout; Public relations; Coronavirus disease 2019 (COVID-19); Political science; Clinical psychology; Medicine","score_opus":0.14932039516967163,"score_gpt":0.5121003994593274,"score_spread":0.36278000428965573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296126162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98573124,0.002078611,0.00016484196,0.009405317,0.0013702151,0.00092837564,0.00000826393,0.00003998933,0.0002731702],"genre_scores_gemma":[0.9935386,0.000051498842,0.003476393,0.00038944607,0.00072146003,0.00046188832,0.0000032312428,0.00004095086,0.001316529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994592,0.0023198547,0.0011187821,0.0003548443,0.001110631,0.0005038589],"domain_scores_gemma":[0.996262,0.0018291736,0.0010090331,0.00014031777,0.00034160566,0.00041785525],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0065428247,0.00024494008,0.00048285697,0.0005549412,0.0049691815,0.00003480852,0.00029328754,0.000071059,0.00052631],"category_scores_gemma":[0.0010898928,0.00021796717,0.00014226986,0.0003126398,0.000057287012,0.00029073004,0.0008057818,0.0012806797,0.000005455493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056195335,0.0007353657,0.6987338,0.00021435019,0.00021254328,0.00011429171,0.28607675,0.00004909978,0.0028329205,0.00014504428,0.0011867704,0.009137098],"study_design_scores_gemma":[0.0012610246,0.00025554418,0.6174565,0.0001857113,0.0001435006,0.00008241105,0.37856323,0.000006914459,0.000008301125,0.00010253711,0.001775199,0.00015914251],"about_ca_topic_score_codex":0.00010218167,"about_ca_topic_score_gemma":0.00008415114,"teacher_disagreement_score":0.09248649,"about_ca_system_score_codex":0.00059190416,"about_ca_system_score_gemma":0.0005217728,"threshold_uncertainty_score":0.9963262},"labels":[],"label_agreement":null},{"id":"W4296702019","doi":"10.1093/oxfordhb/9780198749790.013.8","title":"Job Quality as the Realization of Democratic Ideals","year":2022,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Normative; Democracy; Quality (philosophy); Sociology; Economic Justice; Positive economics; Epistemology; Law and economics; Empirical research; Realization (probability); Political science; Social science; Law; Economics; Mathematics","score_opus":0.08880468940331374,"score_gpt":0.3541747714301459,"score_spread":0.2653700820268322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296702019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005164293,0.00010883574,0.00008320504,0.00026550566,0.00030873262,0.0010518862,0.00020562849,0.00008688972,0.99737287],"genre_scores_gemma":[0.0022356159,0.0008348777,0.000008794343,0.0003017914,0.00009061478,0.000006987798,0.00007262051,0.000034852386,0.9964138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980912,0.0004669873,0.00045906255,0.00029163115,0.0004250198,0.00026608902],"domain_scores_gemma":[0.9978524,0.0005611531,0.0007677776,0.0005452706,0.00021202429,0.00006140902],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053428905,0.00024650415,0.00047924157,0.00009986275,0.0016142804,0.0000041379217,0.0004652927,0.00025911306,0.00066688965],"category_scores_gemma":[0.000047477657,0.00021028369,0.0001836884,0.000013949427,0.00019705003,0.000055128337,0.0008542419,0.00068225747,0.0000023072785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119457334,0.0000056325816,0.0005885978,0.0002723804,0.00019710822,0.000008158884,0.002388166,0.0000022005004,0.0000035032372,0.9816829,0.014193268,0.00053865544],"study_design_scores_gemma":[0.00040931633,0.00006538293,0.00051979936,0.00016492353,0.00022646591,3.6134838e-7,0.0008451002,0.0000013118552,0.0000027770602,0.021046946,0.97652143,0.00019621174],"about_ca_topic_score_codex":0.0017251337,"about_ca_topic_score_gemma":0.00046094376,"teacher_disagreement_score":0.96232814,"about_ca_system_score_codex":0.0002108237,"about_ca_system_score_gemma":0.00020486547,"threshold_uncertainty_score":0.99968547},"labels":[],"label_agreement":null},{"id":"W4296703155","doi":"10.1093/oxfordhb/9780198749790.013.16","title":"Job Quality in the United States and Canada","year":2022,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Global Affairs Canada; University of British Columbia","funders":"","keywords":"Underemployment; Unemployment; Labour economics; Earnings; Job security; Economics; Generosity; Welfare; Social security; Work (physics); Political science; Economic growth; Market economy","score_opus":0.06783304486044728,"score_gpt":0.31463035290359925,"score_spread":0.24679730804315198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296703155","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014805554,0.00007791202,0.0000012557783,0.0009458396,0.00017627318,0.00063003687,0.00043363063,0.000034539196,0.98289496],"genre_scores_gemma":[0.0017766688,0.0013682847,0.000004269736,0.0011545626,0.000044578974,0.000005342619,0.00018554881,0.000020970245,0.99543977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853027,0.00038183457,0.00023134092,0.00025615975,0.00030643918,0.00029393454],"domain_scores_gemma":[0.99875945,0.00062321336,0.0002005897,0.0002909879,0.000067670844,0.000058098136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035715717,0.00021509676,0.0003031115,0.00011613769,0.0011732978,0.0000061195733,0.00032856554,0.0001399939,0.00015807427],"category_scores_gemma":[0.000012275235,0.00018432834,0.000042524443,0.00001192756,0.00011076223,0.000030706608,0.000613125,0.0009886714,1.6425402e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011800402,0.0000049861846,0.006689707,0.00020029844,0.00010898881,0.00011811277,0.005461017,0.000003115668,1.382226e-7,0.94374776,0.04327108,0.00027676762],"study_design_scores_gemma":[0.00046587593,0.000024729896,0.0030921719,0.00006939091,0.000054158714,3.791957e-7,0.0052717812,0.0000026302585,6.877811e-8,0.0006910208,0.9901297,0.00019808393],"about_ca_topic_score_codex":0.87201494,"about_ca_topic_score_gemma":0.89436543,"teacher_disagreement_score":0.94685864,"about_ca_system_score_codex":0.00037116685,"about_ca_system_score_gemma":0.00030686273,"threshold_uncertainty_score":0.9024176},"labels":[],"label_agreement":null},{"id":"W4296780481","doi":"10.1108/oxan-db272806","title":"US rail stoppage averted but further strikes likely","year":2022,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Industrial action; Business; Action (physics); Inflation (cosmology); Labour economics; Affect (linguistics); Wage; Economics; Market economy; Political science","score_opus":0.041718728181683505,"score_gpt":0.3568032329392042,"score_spread":0.3150845047575207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296780481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029953502,0.019493531,0.000040691524,0.3026808,0.002423402,0.002257431,0.00044023717,0.0022040969,0.6701603],"genre_scores_gemma":[0.000033918146,0.0029666242,0.00010203313,0.21574211,0.0016291637,0.00071623776,0.00034696862,0.0008869118,0.777576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626195,0.00046358205,0.00069471274,0.0008369225,0.0006635157,0.0010793022],"domain_scores_gemma":[0.9982404,0.00019562019,0.00053287536,0.0007765266,0.00007181801,0.00018275931],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027658022,0.0007074666,0.0009545885,0.00028754713,0.001207886,0.000023241835,0.00056024484,0.00056695624,0.19757275],"category_scores_gemma":[0.000107397456,0.00065025256,0.00027946467,0.00028051232,0.00013833624,0.00008411314,0.0006972801,0.0013123766,0.0015442745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041616902,0.00006923341,0.0007765986,0.0001285463,0.0002975227,0.000035202167,0.0072260043,1.3170697e-7,0.000058195932,0.00023436824,0.989665,0.0014676291],"study_design_scores_gemma":[0.0012052526,0.00008187058,0.00076826685,0.00028675274,0.000044993158,0.0000010852559,0.00041985992,0.000002195746,0.0000052525907,0.0000875027,0.9963717,0.00072528986],"about_ca_topic_score_codex":0.1832303,"about_ca_topic_score_gemma":0.0030834712,"teacher_disagreement_score":0.19602849,"about_ca_system_score_codex":0.00024513868,"about_ca_system_score_gemma":0.00018335329,"threshold_uncertainty_score":0.99959487},"labels":[],"label_agreement":null},{"id":"W4296984453","doi":"10.1016/j.labeco.2022.102257","title":"Poor Job Conditions Amplify Negative Mental Health Shocks","year":2022,"lang":"en","type":"article","venue":"Labour Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Research Foundation of Korea","keywords":"Mental health; Job insecurity; Affect (linguistics); Labour economics; Job loss; Demographic economics; Economics; Job security; Panel data; British Household Panel Survey; Panel Study of Income Dynamics; Job creation; Unemployment; Psychology; Psychiatry; Work (physics); Economic growth","score_opus":0.04206970832600683,"score_gpt":0.3764421781013647,"score_spread":0.3343724697753579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296984453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262867,0.00014010858,0.000008139443,0.053524252,0.0017577689,0.00081156095,0.0033644834,0.00011893966,0.013988031],"genre_scores_gemma":[0.95281047,0.00031583282,0.00010704564,0.02334611,0.0003281087,0.00054312305,0.0003736552,0.000039193514,0.022136455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983691,0.00030179878,0.0004709051,0.00027028398,0.00007208965,0.00051581615],"domain_scores_gemma":[0.9991514,0.00021331562,0.00027259707,0.0001998022,0.000032715918,0.00013018037],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040689143,0.00014912893,0.00030196452,0.000081220096,0.004353991,0.0000106138295,0.00018415951,0.000048945883,0.0062320028],"category_scores_gemma":[0.000022982247,0.00016324839,0.00006527454,0.00009696706,0.000057812642,0.00010651898,0.00041631627,0.00056771253,0.0003195719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007279092,0.00010661203,0.20008978,0.000058153724,0.00017367997,0.0000016981937,0.017032677,0.00011748487,0.000014057626,0.6067016,0.17514004,0.0004913947],"study_design_scores_gemma":[0.0015651946,0.00020856547,0.09453984,0.000017759017,0.000010422974,0.0000024437632,0.029521683,0.00003186734,0.0000060849547,0.041057743,0.8327626,0.0002757996],"about_ca_topic_score_codex":0.0014293657,"about_ca_topic_score_gemma":0.0019359936,"teacher_disagreement_score":0.6576226,"about_ca_system_score_codex":0.0007999639,"about_ca_system_score_gemma":0.000331202,"threshold_uncertainty_score":0.9969422},"labels":[],"label_agreement":null},{"id":"W4297102838","doi":"10.7202/1088554ar","title":"Changes in the Prevalence of Nonstandard Employment during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Immigration; Demographic economics; Coronavirus disease 2019 (COVID-19); Wage; Recession; Demography; Economics; Geography; Sociology; Labour economics; Medicine","score_opus":0.1248318485933104,"score_gpt":0.40083390714172074,"score_spread":0.2760020585484103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297102838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407584,0.0010538464,0.000023032553,0.052771624,0.00019642441,0.0011590206,0.00019045714,0.000046504836,0.003800671],"genre_scores_gemma":[0.98813033,0.0005075585,0.000004410718,0.00090028625,0.000074456,0.0007506559,0.0000076169395,0.000009056793,0.009615634],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979138,0.0009722364,0.00034451828,0.00015378307,0.0003671949,0.00024850768],"domain_scores_gemma":[0.9979453,0.0014877513,0.00019683693,0.00030145037,0.00003657612,0.000032064636],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014973531,0.00009507005,0.00012619814,0.000109177825,0.002896639,0.0000038505805,0.00032952573,0.000076691445,0.0013665246],"category_scores_gemma":[0.00038441404,0.000058109348,0.000036786416,0.000539436,0.00012392509,0.000034910998,0.00029106683,0.0009380513,0.000009040804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024224635,0.000033395336,0.96314955,0.000022562814,0.00001862014,0.0000018093729,0.023153441,0.00039953084,0.000015682675,0.0022818847,0.010553717,0.00034557082],"study_design_scores_gemma":[0.0010733171,0.000108356806,0.42368618,0.00009091482,0.000065413944,0.00000793623,0.06846526,0.000017240327,0.000009510317,0.00054376334,0.50577885,0.00015324545],"about_ca_topic_score_codex":0.00033591932,"about_ca_topic_score_gemma":0.0008372491,"teacher_disagreement_score":0.5394634,"about_ca_system_score_codex":0.00032954037,"about_ca_system_score_gemma":0.00031986277,"threshold_uncertainty_score":0.99954635},"labels":[],"label_agreement":null},{"id":"W4297684260","doi":"10.3917/mss.031.0022","title":"Évolutions de carrière et d’engagement organisationnel en temps de crise COVID-19 : Réflexions théoriques et questions clés","year":2021,"lang":"fr","type":"article","venue":"Management & Sciences Sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.16179292112651877,"score_gpt":0.4710880886091632,"score_spread":0.3092951674826444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297684260","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029105008,0.007029265,0.056444388,0.76263833,0.0026149154,0.0016298123,0.00036205378,0.00057160907,0.13960461],"genre_scores_gemma":[0.850855,0.02605269,0.017614368,0.032989476,0.00089295174,0.0006693695,0.00013765108,0.00006583563,0.070722654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892172,0.0071510198,0.0007512723,0.000817422,0.0007498676,0.0013132016],"domain_scores_gemma":[0.9965863,0.0019248353,0.0003222093,0.00043339992,0.00027957954,0.00045366865],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0077314586,0.00041177942,0.00042021435,0.0002928781,0.008562339,0.00027561362,0.0006403582,0.00028241178,0.0014609678],"category_scores_gemma":[0.0020047473,0.00043601848,0.0002205038,0.0014656974,0.0017374858,0.0005885882,0.0012362124,0.00082274945,0.00020210868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000502852,0.00036212947,0.059417706,0.0004857325,0.00018996013,0.000053456355,0.06820504,0.00074579613,0.000040183404,0.76205164,0.107973956,0.00046934755],"study_design_scores_gemma":[0.0006415934,0.00009894744,0.08623802,0.00048157782,0.0004442766,0.0000056836952,0.281358,0.00019456178,0.000017880571,0.28737652,0.34261444,0.0005284641],"about_ca_topic_score_codex":0.011434551,"about_ca_topic_score_gemma":0.047331635,"teacher_disagreement_score":0.82175,"about_ca_system_score_codex":0.003603015,"about_ca_system_score_gemma":0.0061637536,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W4297841454","doi":"10.51952/9781447318354.ch012","title":"Thinking differently about ‘work’ and social inclusion for disabled people","year":2015,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Disabled people; Work (physics); Sociology; Psychology; Social work; Gender studies; Political science; Applied psychology; Engineering; Mechanical engineering","score_opus":0.15182400026941711,"score_gpt":0.4236278332807342,"score_spread":0.2718038330113171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297841454","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047215872,0.0010413472,0.000052587056,0.004104889,0.0005637588,0.0024009459,0.0003595444,0.00023525336,0.9907695],"genre_scores_gemma":[0.021314634,0.00014221032,0.000038421676,0.0012003462,0.0036723018,0.0005202671,0.00014770226,0.00016864338,0.9727955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771,0.00009631651,0.0005855352,0.00045646064,0.00046797004,0.0006837503],"domain_scores_gemma":[0.9984189,0.00043826632,0.0004693988,0.0002808872,0.00024726812,0.0001452759],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004208516,0.00049714505,0.0008385613,0.00014678943,0.0035823346,0.000033867513,0.0003319313,0.0006926016,0.00003765001],"category_scores_gemma":[0.000073127325,0.00041451675,0.00016434558,0.000007392207,0.00013964772,0.00004251118,0.0033272784,0.00070046826,0.000010804596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016828938,0.000009156539,0.00063377677,0.00077249086,0.00015468018,7.5885225e-7,0.04113094,5.620836e-8,0.0000020973764,0.89796823,0.055298805,0.0038607267],"study_design_scores_gemma":[0.00114972,0.00004758413,0.0006292769,0.0004508718,0.00015638424,1.8839238e-7,0.000060506623,0.000002150745,0.0000013110495,0.27844426,0.7186947,0.00036307808],"about_ca_topic_score_codex":0.0013170906,"about_ca_topic_score_gemma":0.0014113736,"teacher_disagreement_score":0.6633959,"about_ca_system_score_codex":0.00023339422,"about_ca_system_score_gemma":0.0002139873,"threshold_uncertainty_score":0.99983066},"labels":[],"label_agreement":null},{"id":"W4297953113","doi":"10.2139/ssrn.403962","title":"Household Labor Supply and Welfare Participation in Sweden","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Welfare; Labour economics; Business; Economics; Market economy","score_opus":0.03760169690899371,"score_gpt":0.3741815163728364,"score_spread":0.3365798194638427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297953113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98420453,0.0034198656,0.000050648334,0.008956989,0.00022172747,0.00024074204,0.00000387265,0.000031702315,0.0028699236],"genre_scores_gemma":[0.9921485,0.004873626,0.000019113495,0.00029726513,0.000126754,0.00004175176,0.00000226187,0.000020757316,0.0024699764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970232,0.00038903463,0.00035883478,0.00014869949,0.00015552578,0.0019246568],"domain_scores_gemma":[0.9995636,0.00008480716,0.00012649434,0.000092831906,0.000059143393,0.000073137344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016773695,0.0001221712,0.00018643204,0.00010943311,0.00075483933,0.000011362084,0.00007161214,0.00009206993,0.00010650707],"category_scores_gemma":[0.00016556497,0.00010021918,0.000030071978,0.00017541109,0.00002815096,0.00014976836,0.000027450476,0.0016345652,0.000018009425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002382,0.0000324322,0.77988565,0.000011272067,0.000029976982,0.0000023018142,0.0010041763,0.0000028249094,0.000029227549,0.2172878,0.00027010948,0.0014203956],"study_design_scores_gemma":[0.002327914,0.00026352433,0.8260616,0.00008707536,0.000039420236,0.000022449385,0.016710797,0.000003586093,0.00002015416,0.110181764,0.044050533,0.00023119789],"about_ca_topic_score_codex":0.00018134565,"about_ca_topic_score_gemma":0.0068698605,"teacher_disagreement_score":0.10710602,"about_ca_system_score_codex":0.00048623726,"about_ca_system_score_gemma":0.00061018113,"threshold_uncertainty_score":0.7101463},"labels":[],"label_agreement":null},{"id":"W4297995925","doi":"10.32920/ryerson.14639271.v2","title":"Living with Precarious Legal Status in Canada: Implications for the Well-Being of Children and Families","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legal status; Disadvantaged; Feeling; Citizenship; Immigration; Affect (linguistics); Social status; Political science; Well-being; Psychology; Sociology; Law; Social psychology; Politics","score_opus":0.02149878388750223,"score_gpt":0.3330464422924792,"score_spread":0.311547658404977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297995925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96599376,0.0018977307,0.00022326778,0.0058353595,0.00031574114,0.0038162435,0.00030541778,0.00003954838,0.021572907],"genre_scores_gemma":[0.99522793,0.0012116493,0.00016903084,0.00029179148,0.000054299777,0.0016456917,0.000058378562,0.000024440093,0.0013167695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867404,0.00013263557,0.00039540514,0.00028683653,0.00013364089,0.00037745322],"domain_scores_gemma":[0.9977166,0.0016078363,0.00022437044,0.00032627035,0.00008590462,0.000039029073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016587,0.00016829246,0.00032294044,0.00007133005,0.0008484307,0.000007287451,0.0001915273,0.000060052535,0.00009728088],"category_scores_gemma":[0.00006276633,0.00010815258,0.000030946536,0.000093303985,0.000051630534,0.000028216573,0.0010932455,0.0006238777,1.48868e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128184965,0.0000114016175,0.9845456,0.00016415269,0.00013810057,1.0447405e-7,0.006508151,0.00036181993,6.755266e-7,0.00487648,0.002394734,0.000985989],"study_design_scores_gemma":[0.00022960705,0.00002858596,0.986376,0.00016664376,0.000064516615,2.3965686e-7,0.009078942,0.000041142783,6.144758e-7,0.00034265182,0.003546134,0.00012494007],"about_ca_topic_score_codex":0.98615783,"about_ca_topic_score_gemma":0.99496394,"teacher_disagreement_score":0.029234163,"about_ca_system_score_codex":0.0004079058,"about_ca_system_score_gemma":0.002296443,"threshold_uncertainty_score":0.65255284},"labels":[],"label_agreement":null},{"id":"W4298003790","doi":"10.1177/07311214221124630","title":"Worth Less? Exploring the Effects of Subminimum Wages on Poverty among U.S. Hourly Workers","year":2022,"lang":"en","type":"article","venue":"Sociological Perspectives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Poverty; Current Population Survey; Wage; Context (archaeology); Minimum wage; Economics; Low wage; Population; Working poor; Labour economics; Hourly wage; Living wage; Demographic economics; Efficiency wage; Economic growth; Sociology; Demography; Geography","score_opus":0.09306958435479933,"score_gpt":0.36942127471205144,"score_spread":0.2763516903572521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298003790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98175436,0.0014969318,0.000005068746,0.0058510466,0.0008075361,0.0007071789,0.000015995669,0.00013027246,0.009231627],"genre_scores_gemma":[0.9959482,0.00040830782,0.000007543807,0.0005980938,0.00030320973,0.00097175245,0.0000045358233,0.000018327339,0.0017400354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720114,0.0013771948,0.00027260065,0.00035717935,0.00032167602,0.00047023196],"domain_scores_gemma":[0.99615294,0.0032930896,0.00019216101,0.00024121444,0.00006653201,0.000054083914],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006154072,0.00019241298,0.00036618058,0.000054018747,0.0025284062,0.0000043895047,0.00030212227,0.0000805386,0.0002642432],"category_scores_gemma":[0.00071706,0.00010958596,0.00019912202,0.00016856495,0.0005332282,0.0000714091,0.000440264,0.0011716222,0.000012730757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017936827,0.00019770404,0.87842536,0.00005805597,0.00016851687,0.000010255433,0.0975923,0.000016940101,0.00012000704,0.009191933,0.013217257,0.0008222747],"study_design_scores_gemma":[0.0003312717,0.00046668848,0.7046175,0.000044717894,0.000020190586,8.270954e-8,0.29086262,7.905028e-7,0.000014504955,0.00285864,0.00067651086,0.00010646593],"about_ca_topic_score_codex":0.0002454645,"about_ca_topic_score_gemma":0.00003365067,"teacher_disagreement_score":0.19327031,"about_ca_system_score_codex":0.00025583606,"about_ca_system_score_gemma":0.000041646545,"threshold_uncertainty_score":0.9987702},"labels":[],"label_agreement":null},{"id":"W4298407306","doi":"10.17615/we5b-0m91","title":"Does social policy moderate the impact of unemployment on health? A multilevel analysis of 23 welfare states","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Lupina Foundation","keywords":"Unemployment; Welfare; Multilevel model; Welfare state; Social policy; Social Welfare; Demographic economics; Economics; Political science; Psychology; Economic growth; Statistics; Mathematics; Market economy; Politics","score_opus":0.08266593712589228,"score_gpt":0.416361899103212,"score_spread":0.3336959619773197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298407306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54121625,0.00030117805,0.00016575264,0.4540879,0.00013213922,0.00097161887,0.0018364999,0.00014305185,0.001145619],"genre_scores_gemma":[0.9955962,0.00006418361,0.000104801664,0.0031874557,0.00029184058,0.000059257804,0.00014874995,0.000026989117,0.0005205501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99781626,0.00044909367,0.0007270965,0.00024475297,0.00030978533,0.0004530247],"domain_scores_gemma":[0.99857795,0.00042236815,0.00052878604,0.00022461907,0.00013284419,0.00011345239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019606482,0.00023172428,0.00078609405,0.00021529432,0.0011378644,0.000017513274,0.00024480958,0.000084953586,0.00029553857],"category_scores_gemma":[0.00016813709,0.00010585948,0.00035068003,0.0008993687,0.00023202389,0.00015822,0.00023967134,0.0002655665,0.000008309752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016558323,0.0003265388,0.2414269,0.000693817,0.0071595297,0.0000018594112,0.3148537,0.0032555694,0.00005936465,0.35472766,0.071690135,0.0041490854],"study_design_scores_gemma":[0.00274021,0.0016064884,0.8722569,0.00022357561,0.00075780763,4.045138e-8,0.047853235,0.0080273375,0.00064937444,0.05540006,0.009889601,0.0005953857],"about_ca_topic_score_codex":0.0071646594,"about_ca_topic_score_gemma":0.00030314844,"teacher_disagreement_score":0.63083,"about_ca_system_score_codex":0.00008070112,"about_ca_system_score_gemma":0.00046912686,"threshold_uncertainty_score":0.9994467},"labels":[],"label_agreement":null},{"id":"W4299415874","doi":"10.17615/xwrs-vv64","title":"Associations between Area-Level Unemployment, Body Mass Index, and Risk Factors for Cardiovascular Disease in an Urban Area","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs; McGill University","keywords":"Body mass index; Unemployment; Index (typography); Disease; Environmental health; Demography; Medicine; Geography; Internal medicine; Economics; Economic growth; Computer science","score_opus":0.12892249445102794,"score_gpt":0.3352545263873722,"score_spread":0.20633203193634425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299415874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838501,0.001323899,0.0029771607,0.0046055224,0.0002147381,0.0016295384,0.004792421,0.00027661264,0.00032997574],"genre_scores_gemma":[0.99706626,0.00007460471,0.00043210498,0.0003400339,0.00043610582,0.00022407385,0.0009587217,0.00005243634,0.0004156341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793494,0.00034286283,0.00047922437,0.00044952292,0.00028393767,0.0005094934],"domain_scores_gemma":[0.99814445,0.00094227336,0.00018594676,0.00028862886,0.00007674655,0.0003619446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026373338,0.0002658572,0.00059305097,0.00010112123,0.00103387,0.00006285672,0.00017802749,0.00016095434,0.000042120653],"category_scores_gemma":[0.0007849665,0.00022836898,0.0002109968,0.0002483758,0.00009765905,0.00066980586,0.00018475579,0.0003623353,0.000004992228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055630517,0.000027140286,0.97953045,0.00006776969,0.0006123131,0.0000020657371,0.006939334,0.00003077274,0.0000014250397,0.006984964,0.0056565995,0.00009153047],"study_design_scores_gemma":[0.0012313781,0.00009179261,0.9625465,0.000045902205,0.0003880248,4.687928e-9,0.0021960489,0.00017202868,0.00000991912,0.021306118,0.011738221,0.00027406332],"about_ca_topic_score_codex":0.0005759387,"about_ca_topic_score_gemma":0.00012287112,"teacher_disagreement_score":0.016983956,"about_ca_system_score_codex":0.000065537424,"about_ca_system_score_gemma":0.00018384021,"threshold_uncertainty_score":0.9312617},"labels":[],"label_agreement":null},{"id":"W4300073394","doi":"10.1007/978-3-031-07457-8_4","title":"The Healthcare Sector","year":2022,"lang":"en","type":"book-chapter","venue":"International series on public policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corporate governance; Variety (cybernetics); Health care; Political science; Public administration; Business; Economics; Economic growth; Finance; Computer science","score_opus":0.0913497757455089,"score_gpt":0.4117789463535668,"score_spread":0.3204291706080579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300073394","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035558878,0.00028545948,4.905566e-7,0.3661282,0.0031089545,0.00036188785,0.0006027528,0.00012627247,0.6293504],"genre_scores_gemma":[0.0063861026,0.0036519784,0.0000037375064,0.013954516,0.005088903,0.00042873854,0.00042444566,0.00009206996,0.9699695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974667,0.00013510222,0.00060866226,0.00036267657,0.00086177123,0.0005650784],"domain_scores_gemma":[0.99793726,0.0005791592,0.00048765613,0.00045454374,0.00039789698,0.00014345889],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040503833,0.0003340444,0.0002963809,0.0003311271,0.002965055,0.0000585577,0.00086267194,0.00022830316,0.010707245],"category_scores_gemma":[0.0003927621,0.00024359266,0.00018589369,0.000064490305,0.00018419753,0.00018317511,0.00079654285,0.0013692982,0.000769737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006668109,0.000008431267,0.00036268763,0.000020474206,0.0002065224,0.0000047029735,0.00035622547,1.3638432e-7,1.9577138e-7,0.8341551,0.15934436,0.005474526],"study_design_scores_gemma":[0.00019932332,0.00011476771,0.00078976864,0.000064269996,0.000005966251,0.00000269932,0.00020133275,3.533028e-7,1.8759872e-7,0.08644221,0.91199034,0.00018877412],"about_ca_topic_score_codex":0.001764384,"about_ca_topic_score_gemma":0.002576043,"teacher_disagreement_score":0.75264597,"about_ca_system_score_codex":0.0018437556,"about_ca_system_score_gemma":0.001047467,"threshold_uncertainty_score":0.998333},"labels":[],"label_agreement":null},{"id":"W4300445726","doi":"10.51952/9781447316961.ch005","title":"Unemployment and work: precarious futures","year":2016,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Unemployment; Work (physics); Labour economics; Precarious work; Economics; Engineering; Financial economics; Macroeconomics; Mechanical engineering","score_opus":0.09573227972261508,"score_gpt":0.3923157007281994,"score_spread":0.2965834210055843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300445726","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010722008,0.004839338,0.00000620365,0.0023398064,0.0007278931,0.0014668,0.00018505123,0.0002882213,0.99003947],"genre_scores_gemma":[0.002329458,0.001236634,0.000021275637,0.0015912959,0.0038758279,0.00035760284,0.000011046413,0.00016014921,0.9904167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975252,0.00010727248,0.0006384675,0.00057719555,0.00034855312,0.00080328435],"domain_scores_gemma":[0.9982511,0.0003658625,0.00041225317,0.0006048346,0.00012680991,0.00023916055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019442137,0.0005953955,0.00069619523,0.00020856054,0.0009244073,0.000021398477,0.000269453,0.00067651214,0.00016437206],"category_scores_gemma":[0.00004316246,0.00042423417,0.00014524264,0.0000063075818,0.00026676522,0.00003346167,0.0008659185,0.0007514509,0.00012991326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009198693,0.000006296734,0.00062411436,0.0003063412,0.00035501752,0.00000994526,0.005681143,4.6488942e-8,0.0000039249967,0.8597683,0.088635035,0.044517867],"study_design_scores_gemma":[0.000676031,0.000055184628,0.00049748295,0.0011727583,0.000119873,0.0000010114449,0.0000143219295,7.011172e-8,0.000009455018,0.042117946,0.954886,0.0004498638],"about_ca_topic_score_codex":0.0009735662,"about_ca_topic_score_gemma":0.0003275505,"teacher_disagreement_score":0.866251,"about_ca_system_score_codex":0.0001840634,"about_ca_system_score_gemma":0.0002042527,"threshold_uncertainty_score":0.99982095},"labels":[],"label_agreement":null},{"id":"W4300850311","doi":"","title":"Unemployment, Marginal Attachment and Labor Force Participation in Canada and the United States","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Unemployment; Labour economics; Economics; Demographic economics; Economic growth","score_opus":0.07423584285731885,"score_gpt":0.4341361235869261,"score_spread":0.3599002807296072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300850311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819962,0.00036034605,1.8704011e-7,0.01171268,0.00025569697,0.001520379,0.00008724082,0.000014568842,0.0040527224],"genre_scores_gemma":[0.9587749,0.037091,0.000012296694,0.00040782837,0.00008770395,0.0010852405,0.000104603896,0.000035896675,0.0024005186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997088,0.0008820006,0.0006005325,0.00047731752,0.00019987438,0.00075226475],"domain_scores_gemma":[0.99688953,0.0020682516,0.00026774828,0.00053809833,0.00011066047,0.0001256882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024309978,0.00021796937,0.00046614578,0.00021367281,0.00069079857,0.00005240959,0.00028393356,0.00015563586,0.000026298949],"category_scores_gemma":[0.0005465442,0.00016845264,0.000024876474,0.000061054816,0.00038759122,0.00005544306,0.0014349888,0.0014565598,8.290958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026495146,0.000019707279,0.9872411,0.00027234937,0.00006427687,0.000009098596,0.002929929,0.00075831165,4.894165e-7,0.00088199944,0.0003286657,0.0072291433],"study_design_scores_gemma":[0.0029223638,0.000043113498,0.944924,0.0005961517,0.000016687301,3.8902306e-7,0.006460434,0.008041619,0.0000025370357,0.00421741,0.03251116,0.00026412494],"about_ca_topic_score_codex":0.80033135,"about_ca_topic_score_gemma":0.9665116,"teacher_disagreement_score":0.16618028,"about_ca_system_score_codex":0.0015231853,"about_ca_system_score_gemma":0.0013636578,"threshold_uncertainty_score":0.6869299},"labels":[],"label_agreement":null},{"id":"W4302089798","doi":"10.46692/9781447316961.006","title":"Unemployment and work: precarious futures","year":2016,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Unemployment; Precarious work; Work (physics); Labour economics; Economics; Engineering; Financial economics; Macroeconomics","score_opus":0.03886768227851686,"score_gpt":0.39536672536360024,"score_spread":0.3564990430850834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302089798","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006341033,0.0061245197,0.000026638478,0.0051788506,0.0014593821,0.00089875876,0.000029690105,0.00052677596,0.98569196],"genre_scores_gemma":[0.00023822751,0.0026202225,0.00008290234,0.001001198,0.0015569772,0.00019949573,0.000009957175,0.0003156133,0.9939754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987672,0.00011595159,0.00023059567,0.00030439836,0.0001573743,0.00042448836],"domain_scores_gemma":[0.9993469,0.00012973021,0.00015350585,0.00025824274,0.00002338764,0.00008821417],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011199868,0.00026149425,0.00035480538,0.00011651249,0.00033272017,0.000004911155,0.00010098296,0.00037431615,0.029038483],"category_scores_gemma":[0.0000143140005,0.00014935384,0.00004337405,0.000042868658,0.00007063496,0.00001324351,0.0002575285,0.00024219393,0.0016496803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009665793,0.000009052379,0.035276547,0.00010953979,0.00011493696,0.0000018391307,0.0005671061,1.2467269e-9,5.107061e-7,0.0027158363,0.9517133,0.009481633],"study_design_scores_gemma":[0.0004414223,0.000019847597,0.003638402,0.0007031994,0.000035143858,9.922963e-8,0.0001443751,1.139452e-8,4.9545986e-7,0.00030513282,0.9945048,0.00020706556],"about_ca_topic_score_codex":0.0006237611,"about_ca_topic_score_gemma":0.0024258196,"teacher_disagreement_score":0.042791475,"about_ca_system_score_codex":0.000042458123,"about_ca_system_score_gemma":0.00004509656,"threshold_uncertainty_score":0.9991276},"labels":[],"label_agreement":null},{"id":"W4302307221","doi":"10.1522/revueot.v31n2.1483","title":"Besoins et présence des travailleuses et travailleurs migrants temporaires dans les régions du Québec : quelques éléments de description","year":2022,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Political science","score_opus":0.056431059491826606,"score_gpt":0.3257081607409985,"score_spread":0.2692771012491719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302307221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72576714,0.00833392,0.0014397585,0.2573439,0.0013870683,0.0012643716,0.0011239707,0.00043630123,0.0029035762],"genre_scores_gemma":[0.94871277,0.006604028,0.0014810999,0.0026053265,0.0005324668,0.00078593456,0.0003054348,0.0001790198,0.038793914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926392,0.0036770925,0.0012361726,0.00080313755,0.00055793126,0.0010864746],"domain_scores_gemma":[0.99740297,0.0008282896,0.0005621903,0.0006462332,0.00024223089,0.00031811013],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010643697,0.0006368359,0.00065890944,0.0003698647,0.007643189,0.00014305589,0.0006486328,0.00028789428,0.0021675692],"category_scores_gemma":[0.00067768,0.00070300366,0.00029219987,0.0006126736,0.0009446547,0.0008075387,0.0005894932,0.0012494775,0.000098365934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041015734,0.00092792005,0.5955485,0.0004298131,0.00020803533,0.000071511706,0.2302097,0.00023725428,0.0031314443,0.0036113455,0.1619869,0.003596559],"study_design_scores_gemma":[0.00074948685,0.00040530387,0.5421435,0.00089485623,0.00031184894,0.00014534382,0.05703777,0.00016993436,0.00019534658,0.0023303588,0.3949921,0.0006241101],"about_ca_topic_score_codex":0.6557864,"about_ca_topic_score_gemma":0.7265209,"teacher_disagreement_score":0.25473857,"about_ca_system_score_codex":0.004886353,"about_ca_system_score_gemma":0.004574673,"threshold_uncertainty_score":0.9995421},"labels":[],"label_agreement":null},{"id":"W4302339493","doi":"10.3386/w30387","title":"Where Have All the Workers Gone? Recalls, Retirements, and Reallocation in the COVID Recovery","year":2022,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Banca d'Italia; Canada Research Chairs","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Labour economics; Virology; Economics; Medicine; Internal medicine","score_opus":0.5582078059645343,"score_gpt":0.6002177988939844,"score_spread":0.04200999292945007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302339493","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057284287,0.007078181,7.027886e-7,0.090083614,0.001002212,0.003249648,0.00020073415,0.0000178101,0.8926387],"genre_scores_gemma":[0.3757892,0.2544702,0.00009440475,0.0040394766,0.0051822113,0.010044707,0.0053380076,0.00025350341,0.34478828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938929,0.0023497916,0.0010100651,0.00049342244,0.0017464807,0.0005073491],"domain_scores_gemma":[0.99191993,0.00629587,0.0005216231,0.00043455904,0.0007715471,0.000056468973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.023914024,0.00019779007,0.0003926822,0.00042457876,0.0011314603,0.000032395652,0.00067005603,0.00031193686,0.001323418],"category_scores_gemma":[0.0022141938,0.0001335179,0.000096882446,0.00019929736,0.00029404412,0.00010885943,0.00054093945,0.0022187491,0.000041409578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014967064,0.00004940506,0.07522776,0.00037018472,0.00019683165,0.0000026129385,0.0020338546,0.000048769532,0.0000017243456,0.017047655,0.90357286,0.0012987007],"study_design_scores_gemma":[0.00052545045,0.00012418043,0.027605351,0.00029465274,0.000025022362,0.0000038127116,0.007864964,0.000021991873,3.2381575e-7,0.057564873,0.9058096,0.00015982043],"about_ca_topic_score_codex":0.018611362,"about_ca_topic_score_gemma":0.021281315,"teacher_disagreement_score":0.5478504,"about_ca_system_score_codex":0.0034574564,"about_ca_system_score_gemma":0.004195124,"threshold_uncertainty_score":0.9995895},"labels":[],"label_agreement":null},{"id":"W4302339643","doi":"10.3138/cpp.39.4.619","title":"Reviews/Critiques d’ouvrages","year":2013,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task force; Sociology; Work (physics); Inequality; Political science; Public administration; Engineering","score_opus":0.09111028245444877,"score_gpt":0.42494967692284463,"score_spread":0.33383939446839583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302339643","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034479216,0.0030966008,0.000008134003,0.44176054,0.0006747296,0.0014178647,0.000058410267,0.00019530382,0.51830924],"genre_scores_gemma":[0.8288784,0.0023744002,0.000073433046,0.07233984,0.0024221695,0.0012484967,0.000048383252,0.000046477642,0.09256838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978892,0.00029130143,0.00036895537,0.00020441401,0.00009794519,0.0011481842],"domain_scores_gemma":[0.998282,0.000098961005,0.00008019545,0.00034368032,0.00021371899,0.0009814488],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036013557,0.00016327396,0.00027129304,0.0004769579,0.0011159952,0.000041725256,0.00026588055,0.00013959093,0.0058760545],"category_scores_gemma":[0.001134729,0.0001375764,0.00006689576,0.00040864307,0.000084354404,0.00035328954,0.000070961636,0.00031706577,0.006554819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.5653828e-7,0.0000036126976,0.035209183,0.000048431288,0.000011638071,0.0000014842257,0.00057021616,2.3265423e-9,0.0000047712942,0.13422829,0.80298394,0.0269383],"study_design_scores_gemma":[0.00011356914,0.000011964709,0.07317074,0.00005658188,0.0000035198836,6.700569e-7,0.000322728,0.000001118899,9.58053e-7,0.004796879,0.92138356,0.00013773222],"about_ca_topic_score_codex":0.76619947,"about_ca_topic_score_gemma":0.58348393,"teacher_disagreement_score":0.7943992,"about_ca_system_score_codex":0.00075493945,"about_ca_system_score_gemma":0.0023968574,"threshold_uncertainty_score":0.9950327},"labels":[],"label_agreement":null},{"id":"W4302566042","doi":"10.1109/compsac54236.2022.00041","title":"Canadian Jobs amid a Pandemic: Examining the Relationship between Professional Industry and Salary to Regional Key Performance Indicators","year":2022,"lang":"en","type":"article","venue":"2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Salary; Key (lock); Pandemic; Business; Economic indicator; Coronavirus disease 2019 (COVID-19); Computer science; Economics; Computer security; Medicine","score_opus":0.09759277313163035,"score_gpt":0.35078051445540476,"score_spread":0.2531877413237744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302566042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98588926,0.0003038723,0.003540975,0.0070027546,0.00039724808,0.001737153,0.0006133395,0.00019017085,0.00032520964],"genre_scores_gemma":[0.99110436,0.00005846676,0.00056077464,0.0038183755,0.00045367578,0.001984645,0.00025402373,0.000031383122,0.0017342966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728537,0.0004835169,0.0005425161,0.00061092054,0.00042786874,0.00064983725],"domain_scores_gemma":[0.99693745,0.0017818456,0.00025109673,0.00039555598,0.0001442928,0.0004897765],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00087559415,0.00029178782,0.0003395506,0.0003848325,0.006893264,0.00004334937,0.00053870596,0.00022203568,0.000115110306],"category_scores_gemma":[0.00006988533,0.00025281296,0.00003764798,0.00077605265,0.0002283844,0.00019419854,0.00060939894,0.0020848822,0.00002613128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015343498,0.000022137012,0.956773,0.000056446137,0.00003512256,0.0000010461714,0.0063831094,0.000022119691,0.00000117956,0.003230495,0.019021615,0.014438428],"study_design_scores_gemma":[0.00035665653,0.00010299438,0.8749535,0.000079949765,0.000031650354,0.000005596941,0.005331493,0.000059120393,3.4511461e-7,0.0010903444,0.117706574,0.00028176775],"about_ca_topic_score_codex":0.003479351,"about_ca_topic_score_gemma":0.0026808686,"teacher_disagreement_score":0.09868496,"about_ca_system_score_codex":0.00025191015,"about_ca_system_score_gemma":0.0008626994,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W4303446559","doi":"10.7202/1091588ar","title":"Control and Insecurity in Australian and Canadian Universities during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Restructuring; Job security; Higher education; Political science; Job satisfaction; Happiness; Pandemic; Public relations; Work (physics); Economic growth; Coronavirus disease 2019 (COVID-19); Psychology; Economics; Medicine; Social psychology","score_opus":0.07095692281423481,"score_gpt":0.34924457562173505,"score_spread":0.27828765280750023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303446559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546166,0.0003577133,0.0000012361213,0.0423323,0.00007063059,0.0003763667,0.00012834753,0.000025844292,0.0020909857],"genre_scores_gemma":[0.9903795,0.00009225923,0.0000013997073,0.0007329103,0.000031254847,0.000055119966,0.000009474077,0.0000052526207,0.008692825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903846,0.00036888834,0.00015652746,0.00012168558,0.00008031598,0.00023409746],"domain_scores_gemma":[0.99923116,0.00048590024,0.000052775256,0.00008571068,0.000015267571,0.0001291752],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038059344,0.00007115088,0.00009733459,0.00016719819,0.003834829,0.000006593727,0.000065751134,0.00009458784,0.00037308218],"category_scores_gemma":[0.00008519766,0.0000616028,0.0000110533465,0.00021677752,0.00011714837,0.00006210152,0.000101423626,0.0007941809,0.0000030653503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011791739,0.0000036904491,0.97804,0.0000043176724,0.00001586189,0.0000065500067,0.011380627,0.00009545933,0.0000019058077,0.0051162336,0.005264169,0.000059393664],"study_design_scores_gemma":[0.0010091268,0.000014606158,0.56049645,0.000009598092,0.000016031561,0.0000053320473,0.08413561,0.000023274775,9.113198e-8,0.00047329842,0.35373873,0.00007785091],"about_ca_topic_score_codex":0.17489606,"about_ca_topic_score_gemma":0.22831334,"teacher_disagreement_score":0.41754356,"about_ca_system_score_codex":0.0006343737,"about_ca_system_score_gemma":0.0006909757,"threshold_uncertainty_score":0.99746203},"labels":[],"label_agreement":null},{"id":"W4304698083","doi":"10.47191/afmj/v7i10.01","title":"The Working Poor in Serbia, 2006-2022","year":2022,"lang":"en","type":"article","venue":"Account and Financial Management Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Minimum wage; Recession; Working class; Poverty; Cost of living; Unemployment; Working poor; Economics; Standard of living; Value (mathematics); Wage; Labour economics; Government (linguistics); Business; Development economics; Market economy; Economic growth; Political science","score_opus":0.028555344388868975,"score_gpt":0.32500992537950246,"score_spread":0.2964545809906335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304698083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8504621,0.010305694,0.00012445838,0.03539826,0.007947951,0.0015219447,0.000013612381,0.00006982803,0.09415618],"genre_scores_gemma":[0.9782366,0.0042585884,0.000026184303,0.003601199,0.00077405514,0.00023948104,0.0000029279652,0.000017064525,0.012843913],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984456,0.00019985712,0.00039400934,0.0001471137,0.00033152834,0.00048191118],"domain_scores_gemma":[0.9995268,0.0001263317,0.00017724586,0.00010375316,0.000029032697,0.0000368504],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017635867,0.000110544934,0.00014609956,0.00013775301,0.006010206,0.000044859495,0.00024330968,0.000029602532,0.00026254033],"category_scores_gemma":[0.000033947952,0.000082462386,0.000044018645,0.00030500517,0.000035671117,0.00009559268,0.00069749204,0.0008970928,0.00001591577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023020699,0.000062774445,0.6580574,0.000041834573,0.000045820718,0.00016224368,0.0029930316,0.000012083399,0.000003870859,0.057088517,0.15245862,0.12884359],"study_design_scores_gemma":[0.0006777049,0.000039718954,0.22368106,0.00004210379,0.000015041917,0.0000036928834,0.0056418497,0.000010578952,7.890735e-8,0.01128666,0.75851,0.00009153715],"about_ca_topic_score_codex":0.00009335073,"about_ca_topic_score_gemma":0.00062540226,"teacher_disagreement_score":0.6060513,"about_ca_system_score_codex":0.00016267646,"about_ca_system_score_gemma":0.00004345255,"threshold_uncertainty_score":0.99528384},"labels":[],"label_agreement":null},{"id":"W4306648038","doi":"10.1080/07393148.2022.2129924","title":"Good Short-Time Work for All","year":2022,"lang":"en","type":"article","venue":"New Political Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Work (physics); Autonomy; State (computer science); Order (exchange); Economic Justice; Law and economics; Quality (philosophy); Sustainability; Public relations; Sociology; Business; Political science; Law; Computer science; Engineering","score_opus":0.09880932796848464,"score_gpt":0.4529263845718241,"score_spread":0.3541170566033395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306648038","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32685938,0.00012311645,0.0007488134,0.17406872,0.0027738113,0.0022006885,0.00009770904,0.00041498878,0.49271277],"genre_scores_gemma":[0.9602942,7.3022824e-7,0.0005146369,0.007999816,0.0004557682,0.00021005495,0.0000044331955,0.00001004107,0.030510303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758434,0.00007409297,0.00020732118,0.0002850257,0.00044383187,0.0014053608],"domain_scores_gemma":[0.99876845,0.0004943653,0.00002317978,0.00018383781,0.00005994505,0.0004701984],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009129686,0.00008147245,0.00013353681,0.000052939893,0.0022731675,0.000010866983,0.0003907652,0.000026938238,0.0015118311],"category_scores_gemma":[0.00030524237,0.00006770408,0.000046618192,0.00039110123,0.00024488,0.00008186941,0.00055923435,0.0002428768,0.0002015004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024230781,0.000043937827,0.041911833,0.000010839976,0.000006366345,0.0000012283663,0.0008098274,0.0000013310048,0.00029573368,0.8496721,0.10554554,0.0016770222],"study_design_scores_gemma":[0.0005111059,0.00029146648,0.097426996,0.000021681177,0.000024438368,9.317419e-7,0.0012478756,0.000075333075,0.00007446198,0.05594448,0.84413433,0.00024692694],"about_ca_topic_score_codex":0.00028131664,"about_ca_topic_score_gemma":0.00001411804,"teacher_disagreement_score":0.79372764,"about_ca_system_score_codex":0.00034407122,"about_ca_system_score_gemma":0.00051293627,"threshold_uncertainty_score":0.9994009},"labels":[],"label_agreement":null},{"id":"W4306760820","doi":"10.3389/fpsyg.2022.993458","title":"Psychological distress and post-traumatic growth in France during the COVID-19 pandemic: A mediation model of psychosocial safety climate as a determinant of work performance","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Mental health; Psychology; Psychosocial; Mediation; Psychological intervention; Workforce; Distress; Psychological distress; Pandemic; Clinical psychology; Absenteeism; Coronavirus disease 2019 (COVID-19); Social psychology; Psychiatry; Medicine; Political science","score_opus":0.04827631954218684,"score_gpt":0.40308279702025934,"score_spread":0.3548064774780725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306760820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927222,0.00069744495,0.0004816561,0.0037827473,0.0009806969,0.0007027561,0.00009026072,0.000019829426,0.00052239397],"genre_scores_gemma":[0.99492663,0.0027232587,0.0004278766,0.0014122067,0.00003497311,0.0003990685,0.000013614987,0.00001357964,0.000048764694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975536,0.0006865648,0.0008017514,0.0003320941,0.00020175533,0.00042426278],"domain_scores_gemma":[0.99904627,0.00022697957,0.0004131258,0.0002241426,0.000037182304,0.00005232532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011201248,0.00014775756,0.0004537254,0.00018752017,0.00049726974,0.000001407526,0.00029480003,0.00014845598,0.00005727311],"category_scores_gemma":[0.00016715963,0.00011468969,0.00004911585,0.0004018537,0.00030067321,0.000056822537,0.00017342632,0.0006572735,9.866504e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001268505,0.00015560756,0.97432786,0.00027866694,0.000016504246,0.0000029446153,0.019149067,0.00008858856,0.00005351914,0.000110419736,0.0007781699,0.0037701211],"study_design_scores_gemma":[0.0027879362,0.00020494002,0.9884858,0.00007019885,0.000010913349,0.0000051938173,0.0043420168,0.00041137618,7.68056e-7,0.0033426923,0.0002149665,0.00012318215],"about_ca_topic_score_codex":0.000092896385,"about_ca_topic_score_gemma":0.000103273676,"teacher_disagreement_score":0.014807051,"about_ca_system_score_codex":0.00012340093,"about_ca_system_score_gemma":0.000032030635,"threshold_uncertainty_score":0.46769097},"labels":[],"label_agreement":null},{"id":"W4306910320","doi":"10.1177/10482911221133796","title":"Laws, Policies, and Collective Agreements Protecting Low-wage and Digital Platform Workers During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Low wage; Business; Wage; Computer security; Internet privacy; Virology; Economics; Labour economics; Computer science; Medicine","score_opus":0.100626247289599,"score_gpt":0.40972561758626463,"score_spread":0.3090993702966656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306910320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98087037,0.0020035447,0.00006269981,0.015655175,0.00009203635,0.0007121945,0.00036584795,0.000012115571,0.00022603798],"genre_scores_gemma":[0.993511,0.0009465641,0.000041421226,0.0036445623,0.00035667795,0.000056268695,0.000012436843,0.000012179598,0.0014188839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982713,0.00023092865,0.00054364215,0.00015755866,0.00033427498,0.00046229694],"domain_scores_gemma":[0.99862856,0.00040636357,0.00051554095,0.00007058305,0.000012233968,0.0003667199],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000729704,0.00014448352,0.00021664386,0.00019276934,0.008159108,0.000021541733,0.000082968385,0.00004123708,0.000103084894],"category_scores_gemma":[0.00012897933,0.000110740024,0.000042061496,0.0001655603,0.00021396703,0.00022500899,0.0004793955,0.00062702055,0.00000180963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036530255,0.00007964856,0.97466433,0.00008512867,0.000087395674,0.0000025298389,0.01683831,0.000053266227,0.00004639593,0.0005872366,0.0031487963,0.004041649],"study_design_scores_gemma":[0.0021219845,0.00035425936,0.95758265,0.000048851813,0.000014903172,0.0001872024,0.018130528,0.000014953708,2.787938e-7,0.0014895644,0.019940134,0.0001147159],"about_ca_topic_score_codex":0.0021147702,"about_ca_topic_score_gemma":0.0002596838,"teacher_disagreement_score":0.017081715,"about_ca_system_score_codex":0.0019993633,"about_ca_system_score_gemma":0.0010952606,"threshold_uncertainty_score":0.9931321},"labels":[],"label_agreement":null},{"id":"W4307052076","doi":"10.1080/02185385.2022.2134194","title":"Working precariously within the social welfare system in Japan during the COVID-19 pandemic: Resilience without resistance among non-regular frontline workers","year":2022,"lang":"en","type":"article","venue":"Asia Pacific Journal of Social Work and Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Royal Bank of Canada","keywords":"Thematic analysis; Government (linguistics); Pandemic; Welfare; Burnout; Social isolation; Neoliberalism (international relations); Psychological resilience; Social Welfare; Inequality; Social work; Political science; Economic growth; Business; Coronavirus disease 2019 (COVID-19); Public relations; Qualitative research; Psychology; Medicine; Sociology; Social psychology; Economics","score_opus":0.034496006038193985,"score_gpt":0.327041674329913,"score_spread":0.292545668291719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307052076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97228324,0.0009049218,0.00007141459,0.023269514,0.0010076865,0.0007653622,0.000002945612,0.000039692608,0.0016552432],"genre_scores_gemma":[0.9953259,0.000020841791,0.00012903777,0.00016393435,0.00034792512,0.00018129456,0.0000026727084,0.000027858712,0.0038005086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996229,0.0009985616,0.0011525752,0.0002695241,0.0007963253,0.0005540011],"domain_scores_gemma":[0.9982307,0.00027808614,0.0011317723,0.00013158457,0.000106998756,0.00012088221],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004129166,0.0002466451,0.00050289946,0.00012571926,0.014245017,0.000046769415,0.00043097144,0.00012107064,0.00003581614],"category_scores_gemma":[0.00009016028,0.0001574868,0.00009286701,0.0007002984,0.00028869158,0.00008970947,0.0003615797,0.0014601657,0.0000015270919],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052260753,0.000018772596,0.8100174,0.000076953664,0.000108114735,0.000021519034,0.18508159,0.000055272358,0.0000029643002,0.000589142,0.0030912054,0.00041443354],"study_design_scores_gemma":[0.00088445377,0.000012645471,0.597793,0.00016683954,0.0000230822,0.0000067939404,0.34828743,9.4264743e-7,6.032667e-7,0.00005307337,0.052627895,0.0001432193],"about_ca_topic_score_codex":0.00005763329,"about_ca_topic_score_gemma":0.0014272484,"teacher_disagreement_score":0.21222442,"about_ca_system_score_codex":0.0014599618,"about_ca_system_score_gemma":0.000665281,"threshold_uncertainty_score":0.9870383},"labels":[],"label_agreement":null},{"id":"W4307244480","doi":"10.1093/eurpub/ckac129.374","title":"6.J. Workshop: Precarious employment and its impact on social protections in the EU","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underemployment; Unemployment; Precarious work; Social security; Job security; Labour economics; Sick leave; Flexibility (engineering); Affect (linguistics); Productivity; Business; Temporary work; Work (physics); Demographic economics; Economics; Economic growth; Sociology; Market economy","score_opus":0.20766758976280103,"score_gpt":0.45996549083783017,"score_spread":0.25229790107502914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307244480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6414583,0.0013087214,0.0000732293,0.34916732,0.00067582895,0.0010223027,0.000024867219,0.00002930301,0.0062401798],"genre_scores_gemma":[0.9928569,0.00017473585,0.000010756393,0.0056021493,0.00064014323,0.00004065897,0.0000027758945,0.000026695096,0.0006451708],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9827758,0.015224987,0.000780041,0.0001427161,0.0005100961,0.00056636386],"domain_scores_gemma":[0.9986411,0.00033431698,0.00062813656,0.00011517829,0.000108279695,0.00017302313],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018376831,0.0001358718,0.00027616933,0.00026872937,0.0028218066,0.000029765884,0.00029910612,0.000016975078,0.00025058552],"category_scores_gemma":[0.00027100806,0.00008422846,0.00009268213,0.00043106545,0.00002988595,0.00011410862,0.00020028163,0.0017303143,0.00001736318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022561023,0.0012660641,0.033533126,0.0001753927,0.00027749705,0.00023053838,0.37495205,0.00012126902,0.000015547635,0.005482778,0.38891554,0.19480456],"study_design_scores_gemma":[0.0014149671,0.0015497075,0.576163,0.00007369133,0.000007411467,0.00003570731,0.01794088,0.0000074803634,1.0745874e-7,0.00006744762,0.40263414,0.0001054575],"about_ca_topic_score_codex":0.0000643471,"about_ca_topic_score_gemma":0.00006554483,"teacher_disagreement_score":0.5426299,"about_ca_system_score_codex":0.0005203645,"about_ca_system_score_gemma":0.000621889,"threshold_uncertainty_score":0.9984764},"labels":[],"label_agreement":null},{"id":"W4307246737","doi":"10.1093/eurpub/ckac129.375","title":"Health protection policies for digital platform and low wage workers","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wage; Context (archaeology); Pandemic; Minimum wage; Business; Occupational safety and health; Work (physics); Public relations; Political science; Labour economics; Coronavirus disease 2019 (COVID-19); Economics; Medicine; Law; Engineering; Geography","score_opus":0.16162278084532863,"score_gpt":0.3963955770653636,"score_spread":0.23477279622003497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307246737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5016121,0.0023623498,0.01494746,0.46938655,0.0023455564,0.0025864572,0.00021055715,0.00013671244,0.006412238],"genre_scores_gemma":[0.99195933,0.00020909985,0.00017295699,0.004899633,0.0007829843,0.000034850895,0.000016247974,0.000050832095,0.0018740894],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956349,0.00199864,0.0010815418,0.00016131566,0.00036129705,0.00076228793],"domain_scores_gemma":[0.99783874,0.00018261553,0.0012227382,0.00012704212,0.00017630805,0.0004525855],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012152696,0.00014256318,0.00039216108,0.00028414337,0.0030352785,0.000052992553,0.00019222243,0.000015084366,0.0000523667],"category_scores_gemma":[0.0003317949,0.00011739372,0.00009216623,0.0002553416,0.000056224846,0.00039337922,0.00023428045,0.0007762644,0.0000075276553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014288873,0.00025623388,0.050721932,0.00077506877,0.00016162594,0.000014509991,0.04771706,0.000013005832,0.0000062418603,0.0021029105,0.18411821,0.7139703],"study_design_scores_gemma":[0.0023209895,0.003347953,0.122892916,0.00021566005,0.000004581331,0.00005212021,0.033505663,0.000020819434,2.3254468e-7,0.00022418908,0.83725464,0.00016021739],"about_ca_topic_score_codex":0.00011573827,"about_ca_topic_score_gemma":0.000032876953,"teacher_disagreement_score":0.7138101,"about_ca_system_score_codex":0.00054228806,"about_ca_system_score_gemma":0.0011643303,"threshold_uncertainty_score":0.99826264},"labels":[],"label_agreement":null},{"id":"W4307246894","doi":"10.1093/eurpub/ckac129.437","title":"Labor and social protection gaps impacting health of non-standard workers: An international study","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Unemployment; Social protection; Business; Enforcement; Welfare; Government (linguistics); Renting; Social Welfare; Demographic economics; Health care; Labour economics; Economic growth; Political science; Economics","score_opus":0.1515434249230474,"score_gpt":0.4525832728702993,"score_spread":0.3010398479472519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307246894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134986,0.00018274279,0.0011026517,0.08230234,0.0012338177,0.0007302773,0.000056183388,0.000026784111,0.0008666171],"genre_scores_gemma":[0.9970946,0.00007712019,0.00021731152,0.0015435654,0.0008574145,0.000011087414,0.000007139488,0.000033197677,0.00015859149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9869536,0.010337023,0.0013379261,0.00018093575,0.0007050404,0.00048545678],"domain_scores_gemma":[0.99706864,0.00006894958,0.0020538939,0.00011345954,0.00042853225,0.00026651387],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.025717005,0.00012597672,0.00042684822,0.00032828393,0.0022507154,0.000027425776,0.0002575765,0.000013797034,0.00016845322],"category_scores_gemma":[0.0002110043,0.00010947271,0.000058659385,0.00029436251,0.000042401498,0.0003773988,0.00026533514,0.0010204517,0.0000018500981],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026800027,0.0007040556,0.54938227,0.00024149923,0.00025091562,0.000025230773,0.19839951,0.000008254465,0.000026651187,0.00015998974,0.008773876,0.24175976],"study_design_scores_gemma":[0.0024446778,0.0053716945,0.76611954,0.00008011404,0.0000058785827,0.000014188275,0.17372045,0.000009743117,2.7409612e-7,0.000019478362,0.052125745,0.000088247776],"about_ca_topic_score_codex":0.00035544604,"about_ca_topic_score_gemma":0.0000949311,"teacher_disagreement_score":0.24167152,"about_ca_system_score_codex":0.0006390241,"about_ca_system_score_gemma":0.0013721073,"threshold_uncertainty_score":0.99904823},"labels":[],"label_agreement":null},{"id":"W4307268195","doi":"10.3390/jrfm15100481","title":"A Mortality Risk Analysis for OSHA’s COVID-19 Emergency Regulations","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Agency (philosophy); Health care; Actuarial science; Economic cost; Cost–benefit analysis; Risk assessment; Occupational safety and health; Public economics; Environmental health; Risk analysis (engineering); Economics; Economic growth; Medicine; Political science","score_opus":0.06117392598598931,"score_gpt":0.40556836082118913,"score_spread":0.3443944348351998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307268195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78821164,0.0018361057,0.20175524,0.0029371746,0.0018139826,0.0011672997,0.00063940126,0.000031287436,0.001607867],"genre_scores_gemma":[0.9907677,0.005636354,0.00066742953,0.00039587426,0.0003725531,0.00018277118,0.000018045248,0.000010382259,0.0019488758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819404,0.00034787826,0.0007473147,0.00016296664,0.00030506935,0.00024274252],"domain_scores_gemma":[0.9984806,0.00017613273,0.00093775947,0.0001597464,0.00012276546,0.0001229699],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020408859,0.000110084955,0.00034793626,0.00037543083,0.0030673617,0.0000053877093,0.00013931183,0.000034139666,0.0004524358],"category_scores_gemma":[0.0003824254,0.000094997464,0.00028820205,0.00059219624,0.000025380255,0.00007079283,0.00024066234,0.00033707957,0.0000014997436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015746882,0.00008873733,0.94055253,0.00009240387,0.0005683144,0.000008926491,0.0036097625,0.0011114747,2.5602205e-7,0.0091008,0.03806448,0.006644857],"study_design_scores_gemma":[0.0007217364,0.00010612202,0.6332509,0.000004330973,0.0016376015,2.660514e-7,0.0027884373,0.000053459888,4.2161787e-8,0.017717717,0.3436447,0.00007466263],"about_ca_topic_score_codex":0.0006288983,"about_ca_topic_score_gemma":0.0012670796,"teacher_disagreement_score":0.3073016,"about_ca_system_score_codex":0.00015536418,"about_ca_system_score_gemma":0.00007917556,"threshold_uncertainty_score":0.9982305},"labels":[],"label_agreement":null},{"id":"W4307382072","doi":"10.1093/eurpub/ckac131.279","title":"Health services gaps experienced by non-standard workers in Ontario, Canada: Policy implications","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Public Health Ontario","funders":"","keywords":"Population; Worry; Mental health; Pandemic; Vulnerability (computing); Medicine; Health policy; Environmental health; Business; Nursing; Public health; Coronavirus disease 2019 (COVID-19); Disease; Psychiatry","score_opus":0.056168848424640684,"score_gpt":0.37728302485780324,"score_spread":0.32111417643316253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307382072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49960086,0.0013744603,0.00042878004,0.4849914,0.0011344573,0.0007110427,0.00015848149,0.000034117307,0.0115663875],"genre_scores_gemma":[0.97247815,0.00022134568,0.00014269362,0.024824493,0.00027072962,0.000035405174,0.0000437133,0.00004338578,0.0019400638],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907135,0.005513199,0.0017072435,0.0002499554,0.0006671812,0.0011489694],"domain_scores_gemma":[0.9970543,0.0001454134,0.0014867942,0.00028928096,0.00022680545,0.0007974052],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009973899,0.00019198905,0.0005694594,0.00037115352,0.0024635727,0.000024509178,0.0006235689,0.000017065266,0.0005561328],"category_scores_gemma":[0.0000708044,0.00017535948,0.000069755944,0.0007631404,0.000043247077,0.000215471,0.000332608,0.0014373242,0.0000057346056],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000028264782,0.0000953523,0.5536219,0.000101616,0.000036656133,0.000019487046,0.061775427,0.000015741194,0.00000442953,0.00032127838,0.37101063,0.012969247],"study_design_scores_gemma":[0.0007986314,0.00034530857,0.44623625,0.00009838375,0.0000011210027,0.000008387538,0.03875453,6.9427887e-7,1.05683654e-7,0.00001773769,0.5136541,0.000084748324],"about_ca_topic_score_codex":0.95211345,"about_ca_topic_score_gemma":0.97525036,"teacher_disagreement_score":0.4728773,"about_ca_system_score_codex":0.008185337,"about_ca_system_score_gemma":0.034439404,"threshold_uncertainty_score":0.9988351},"labels":[],"label_agreement":null},{"id":"W4307382080","doi":"10.1093/eurpub/ckac130.126","title":"The various insecurities experienced among non-standard workers across different policy-contexts","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Typology; Demographic economics; Welfare state; Temporality; Psychology; Politics; Political science; Social psychology; Economic growth; Development economics; Sociology; Economics","score_opus":0.06784480060401506,"score_gpt":0.40574065241725105,"score_spread":0.337895851813236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307382080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9091382,0.001551655,0.00087115396,0.07861648,0.0025083008,0.00046501393,0.00004506194,0.000051581017,0.006752566],"genre_scores_gemma":[0.9918174,0.00058486545,0.00001960834,0.0033131838,0.0010200362,0.0000374211,0.00000371313,0.000052175947,0.0031515523],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9868473,0.009321494,0.0014519719,0.00020114348,0.00087582634,0.0013022533],"domain_scores_gemma":[0.9969723,0.0005187766,0.001334896,0.0003214052,0.00031736534,0.0005352457],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015198299,0.0002206488,0.0004765432,0.00016820038,0.00857297,0.00010384202,0.00079398084,0.000021973703,0.00014750502],"category_scores_gemma":[0.0005713484,0.00014060487,0.00017353005,0.0003915441,0.00029152608,0.00023042246,0.00077863544,0.0015378754,0.000012778528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016891155,0.000153056,0.32924232,0.0000887154,0.00020436218,0.00012391499,0.41992134,0.00000924024,0.000005459695,0.0024827595,0.1259475,0.12165242],"study_design_scores_gemma":[0.0014244705,0.0009384923,0.44998416,0.000096584576,0.0000035300943,0.000013676733,0.14393517,0.0000026277064,5.7433726e-7,0.0001253415,0.40334418,0.0001311771],"about_ca_topic_score_codex":0.0003282631,"about_ca_topic_score_gemma":0.0003084365,"teacher_disagreement_score":0.27739668,"about_ca_system_score_codex":0.00093214435,"about_ca_system_score_gemma":0.001441587,"threshold_uncertainty_score":0.99271774},"labels":[],"label_agreement":null},{"id":"W4307383002","doi":"10.1093/eurpub/ckac129.615","title":"Low-quality employment trajectories and mental health disorders among Swedish and migrant workers","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Demography; Medicine; Hazard ratio; Confidence interval; Quality (philosophy); Proportional hazards model; Population; Environmental health; Surgery; Sociology","score_opus":0.0769195896432688,"score_gpt":0.38724365957375273,"score_spread":0.31032406993048395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307383002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8380029,0.0045392523,0.00027324082,0.15427956,0.001290882,0.00060502545,0.00007112498,0.000047849695,0.0008901694],"genre_scores_gemma":[0.9924381,0.0019095283,0.0001336055,0.0042941137,0.00032018797,0.000014013737,0.000019716828,0.00005105004,0.00081971224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9847724,0.011859675,0.0015563495,0.0002877756,0.00065456494,0.00086924754],"domain_scores_gemma":[0.9973081,0.00024771134,0.0013711047,0.00017763436,0.0000959371,0.000799517],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.020361872,0.00022647686,0.00059719826,0.00022701983,0.0034908634,0.000040081577,0.00022671858,0.00001622029,0.0001557232],"category_scores_gemma":[0.00017273032,0.00019112452,0.00009415781,0.0002824613,0.0002132701,0.0002700243,0.0004161325,0.001019497,0.0000027147137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047874608,0.00019032601,0.80107224,0.0002583012,0.000108751585,0.000010299531,0.05607699,0.0000012952579,0.0000023691196,0.00022321017,0.08396303,0.058045335],"study_design_scores_gemma":[0.0015632567,0.000996222,0.7075786,0.00012256058,0.0000042610163,0.0000107674405,0.039109368,0.0000016672612,8.169376e-8,0.0000457231,0.25043556,0.0001319181],"about_ca_topic_score_codex":0.00097292167,"about_ca_topic_score_gemma":0.0010208562,"teacher_disagreement_score":0.16647254,"about_ca_system_score_codex":0.00047770422,"about_ca_system_score_gemma":0.00079451455,"threshold_uncertainty_score":0.99780643},"labels":[],"label_agreement":null},{"id":"W4307383823","doi":"10.1093/eurpub/ckac130.094","title":"The causal effect of switching from precarious to standard employment on mortality in Sweden","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Observational study; Demography; Medicine; Hazard ratio; Logistic regression; Continuation; Proportional hazards model; Longitudinal study; Longitudinal data; Hazard; Gerontology; Confidence interval; Internal medicine","score_opus":0.11779281366243886,"score_gpt":0.43655700915363027,"score_spread":0.3187641954911914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307383823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591133,0.0005772524,0.0003402407,0.03536187,0.0014225066,0.0006737028,0.00006075309,0.000018347151,0.0024320276],"genre_scores_gemma":[0.99766517,0.00010406453,0.00003295086,0.001603392,0.00034594888,0.000018227352,0.0000042732313,0.000033347424,0.00019261666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9742873,0.022238491,0.0015893532,0.00020504203,0.0010068357,0.0006730064],"domain_scores_gemma":[0.99695355,0.0012963446,0.000994038,0.00030376835,0.00013552651,0.0003167539],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.035130735,0.00015876291,0.0005295001,0.00019703156,0.0013776474,0.000021426866,0.00048169846,0.000014701487,0.0001130346],"category_scores_gemma":[0.00079523603,0.00010070339,0.00010401219,0.0003025063,0.000025525067,0.00007830617,0.00043253897,0.0012147976,0.000013150012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054387195,0.00016572562,0.79176366,0.0000963408,0.0002582127,0.00011625824,0.051248692,0.00015653482,0.000073049996,0.00051670754,0.031982355,0.12307858],"study_design_scores_gemma":[0.0021909503,0.005163144,0.788401,0.0002342627,0.000014008813,0.0000020810442,0.003472165,0.0000034607215,0.000009334761,0.00007937438,0.20031783,0.000112412345],"about_ca_topic_score_codex":0.0011897371,"about_ca_topic_score_gemma":0.0010531461,"teacher_disagreement_score":0.16833547,"about_ca_system_score_codex":0.0008350209,"about_ca_system_score_gemma":0.00071022427,"threshold_uncertainty_score":0.9999224},"labels":[],"label_agreement":null},{"id":"W4307384933","doi":"10.1093/eurpub/ckac129.096","title":"Labour market strategies addressing precarious employment and its impacts: A systematic review","year":2022,"lang":"en","type":"review","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; Systematic review; Context (archaeology); Public health; Grey literature; Business; Political science; Public economics; Public relations; Environmental health; Medicine; Economics; MEDLINE; Nursing","score_opus":0.3232659893475477,"score_gpt":0.4866627107625885,"score_spread":0.1633967214150408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307384933","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034370391,0.9837609,0.00004011921,0.00461782,0.0010080334,0.0038353007,0.000116636984,0.00006828503,0.0065495013],"genre_scores_gemma":[0.00001966269,0.99374133,0.00003984553,0.00247781,0.0005907489,0.00011395421,0.00002731323,0.00017099413,0.0028183148],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.93467957,0.05717215,0.0055197733,0.00041641557,0.0010064954,0.0012055829],"domain_scores_gemma":[0.98822755,0.0013941964,0.008581454,0.0004967833,0.00041429573,0.00088571897],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.049924415,0.00067875796,0.005361981,0.00055798783,0.0015649449,0.00015361459,0.00082238653,0.00008483559,0.001334012],"category_scores_gemma":[0.0029496886,0.00044896983,0.00055632537,0.00064049533,0.000049868944,0.00048054295,0.00067571644,0.002660359,0.000056956967],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017447773,0.000051741976,0.0000074434347,0.8618696,0.00055969297,0.00013096207,0.002249492,1.514812e-8,4.061494e-9,0.00025081774,0.026402283,0.10847625],"study_design_scores_gemma":[0.00021776439,0.000284919,0.000037052992,0.4316271,0.0004864965,0.00014333997,0.001101613,1.0927389e-7,2.194749e-10,0.0000048216366,0.56591254,0.00018427726],"about_ca_topic_score_codex":0.00002734827,"about_ca_topic_score_gemma":0.000020650943,"teacher_disagreement_score":0.53951025,"about_ca_system_score_codex":0.0010592301,"about_ca_system_score_gemma":0.005869727,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W4307585385","doi":"10.1007/s10926-022-10077-0","title":"Differences in Modified-Return-to-Work by Immigration Characteristics Among a Cohort of Workers in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Immigration; Odds; Workforce; Demography; Medicine; Disadvantage; Cohort; Refugee; Occupational safety and health; Gerontology; Demographic economics; Logistic regression; Political science; Sociology; Law","score_opus":0.02049672360039111,"score_gpt":0.32081500608325497,"score_spread":0.30031828248286385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307585385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743706,0.000057965968,0.000055867193,0.001214219,0.0004938912,0.00056006183,0.00013724108,0.0000030639076,0.000040608767],"genre_scores_gemma":[0.9991749,0.00001109646,0.00014249081,0.00012356362,0.000052804487,0.00014804129,0.00005973151,0.000008367808,0.00027898492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972441,0.0005238285,0.0012072871,0.00013087381,0.0007113208,0.00018258984],"domain_scores_gemma":[0.997393,0.001328331,0.0007465549,0.000070099035,0.0004023848,0.000059631577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012539774,0.000070703514,0.00033717087,0.00015282967,0.00024777927,0.000012723228,0.00012078547,0.000047446945,0.00016292528],"category_scores_gemma":[0.0010918438,0.00009732608,0.000048914782,0.00053346256,0.000040249804,0.00014909254,0.000047984304,0.0004047136,2.8416275e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020683963,0.00010486214,0.97860295,0.00004387433,0.000018925992,0.0000033545946,0.0020685855,0.00011955937,0.000020989975,0.000008852169,0.01819149,0.000609708],"study_design_scores_gemma":[0.00051433383,0.00022612193,0.9910586,0.00027585885,0.000009591465,5.33051e-7,0.0073862835,0.000064590495,3.356575e-7,0.00014090023,0.00024056598,0.000082284925],"about_ca_topic_score_codex":0.66769373,"about_ca_topic_score_gemma":0.9340321,"teacher_disagreement_score":0.2663384,"about_ca_system_score_codex":0.0009334802,"about_ca_system_score_gemma":0.00090764445,"threshold_uncertainty_score":0.39688423},"labels":[],"label_agreement":null},{"id":"W4307731535","doi":"10.1257/aer.20211616","title":"The Psychosocial Value of Employment: Evidence from a Refugee Camp","year":2022,"lang":"en","type":"article","venue":"American Economic Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Poverty; Psychosocial; Refugee; Context (archaeology); Economics; Labour economics; Cash; Value (mathematics); Payment; Demographic economics; Economic growth; Psychology; Political science; Finance; Geography","score_opus":0.059243502055137606,"score_gpt":0.42594788961428515,"score_spread":0.3667043875591475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307731535","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57699746,0.3314326,0.000012305098,0.077273324,0.0022607357,0.0025958463,0.00021522098,0.00008995234,0.0091225505],"genre_scores_gemma":[0.3841045,0.59360945,0.000111915426,0.015462404,0.0006366212,0.0025675497,0.000028303912,0.000061097126,0.0034181878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733096,0.0010926793,0.00082398235,0.00028152994,0.00014300692,0.00032782266],"domain_scores_gemma":[0.997093,0.0013511524,0.000961312,0.00051304087,0.00002828448,0.000053217635],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011804159,0.00014081688,0.0006027993,0.000021490498,0.0013049231,0.0000039236406,0.0004872152,0.000013725987,0.0013348402],"category_scores_gemma":[0.00015443348,0.00010340359,0.00017246093,0.00014000158,0.00023769181,0.00006157874,0.0003895453,0.00031711234,0.00032005025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011202884,0.00005553625,0.24272344,0.0005604449,0.000456692,0.0000017839827,0.004907708,0.000010043784,0.000017851838,0.007941608,0.51448876,0.22872414],"study_design_scores_gemma":[0.00015869686,0.00012959709,0.034332335,0.0010582713,0.0000850453,2.9756555e-7,0.0015397196,0.000005067349,8.1602667e-7,0.00066763,0.9618916,0.00013091817],"about_ca_topic_score_codex":0.005590009,"about_ca_topic_score_gemma":0.00049815874,"teacher_disagreement_score":0.44740286,"about_ca_system_score_codex":0.0003294494,"about_ca_system_score_gemma":0.00022372868,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W4308667144","doi":"10.4324/9781003306399-4","title":"Transmigration, Voluntary Service and Complementary Careers","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Business; Marketing","score_opus":0.07046370223386067,"score_gpt":0.35807683235367627,"score_spread":0.2876131301198156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308667144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004900116,0.0013266248,0.00001355709,0.029563367,0.00061779364,0.001110673,0.00056084077,0.00016734909,0.9661498],"genre_scores_gemma":[0.0012926566,0.001633534,0.00010493833,0.022399426,0.00038696665,0.00015964621,0.0019525301,0.000085201034,0.9719851],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998517,0.00006372322,0.0004740723,0.00035078241,0.000302454,0.00029200513],"domain_scores_gemma":[0.99924237,0.00018376614,0.00013864624,0.00022853541,0.00012091072,0.00008578982],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019056229,0.00029384866,0.000382024,0.00010621514,0.001442523,0.000004275424,0.000138898,0.00014511537,0.057873175],"category_scores_gemma":[0.0000019717372,0.00026693582,0.00006719855,0.00002756836,0.000043230953,0.00007561516,0.0002816318,0.0006925568,0.00013009491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005892448,0.000012191561,0.023131654,0.0007574968,0.00045543702,0.0000143279585,0.011395716,6.3560117e-7,0.000002949841,0.27680215,0.6852767,0.002091842],"study_design_scores_gemma":[0.0004938891,0.00006696246,0.0025478497,0.000095861265,0.00014590782,7.903848e-7,0.0030507147,0.0000034744128,1.5669538e-7,0.0053818203,0.98792994,0.0002826087],"about_ca_topic_score_codex":0.007287865,"about_ca_topic_score_gemma":0.045757193,"teacher_disagreement_score":0.30265328,"about_ca_system_score_codex":0.00014400497,"about_ca_system_score_gemma":0.000099875186,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W4308802313","doi":"10.12681/eadd/52591","title":"Ψυχική και σωματική υγεία, ποιότητα ζωής και υποκείμενο αίσθημα ευτυχίας σε γηγενείς, μετανάστες και παλιννοστούντες","year":2022,"lang":"el","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diener; Psychology; Affect (linguistics); Scale (ratio); Life satisfaction; Gerontology; Social psychology; Medicine; Geography; Cartography","score_opus":0.06279332698541233,"score_gpt":0.46151487956022136,"score_spread":0.398721552574809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308802313","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1684845,0.017838042,0.00016094137,0.034905452,0.05046472,0.013163333,0.0025639185,0.00318432,0.7092348],"genre_scores_gemma":[0.17440514,0.009916684,0.0004888893,0.00917291,0.0057223868,0.0043388596,0.011826719,0.0011688094,0.7829596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9791118,0.0030363202,0.005151539,0.0039975904,0.0038163308,0.0048864163],"domain_scores_gemma":[0.98778754,0.0027916841,0.0031463304,0.003276391,0.001665902,0.0013321398],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0033015197,0.0035386248,0.0042853304,0.0016789464,0.011418397,0.00030612908,0.0029198828,0.0033116073,0.08995923],"category_scores_gemma":[0.0011750626,0.0033067297,0.0019371761,0.0024795975,0.0004684983,0.00089506846,0.002252428,0.008602671,0.009687859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001502879,0.00196879,0.02941557,0.005042136,0.0024615582,0.0002537987,0.04596609,0.000028670287,0.000529893,0.02557537,0.8721419,0.015113335],"study_design_scores_gemma":[0.0052870438,0.0013255392,0.0536582,0.0020681114,0.0017541909,0.00001778697,0.114733614,0.00009131956,0.00028678987,0.002684319,0.81369126,0.0044018417],"about_ca_topic_score_codex":0.01111852,"about_ca_topic_score_gemma":0.014529659,"teacher_disagreement_score":0.08027137,"about_ca_system_score_codex":0.0020936662,"about_ca_system_score_gemma":0.0028962025,"threshold_uncertainty_score":0.9979823},"labels":[],"label_agreement":null},{"id":"W4308974853","doi":"10.1186/s40359-022-00974-7","title":"Job insecurity and mental health related outcomes among the humanitarian workers during COVID-19 pandemic: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"Engineering and Physical Sciences Research Council","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Cross-sectional study; 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Job insecurity; Clinical psychology; Psychiatry; Medicine; Virology; Work (physics); Infectious disease (medical specialty); Outbreak","score_opus":0.1572248227600165,"score_gpt":0.49841799088896077,"score_spread":0.3411931681289443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308974853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98827523,0.00032657947,0.0000049264736,0.0064799804,0.001960515,0.0017058451,0.00005382814,0.00017043321,0.0010226843],"genre_scores_gemma":[0.99276334,0.000030050684,0.0000070655515,0.0037524146,0.00008760228,0.00061163853,0.000025126277,0.00002291065,0.0026998215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959867,0.0020446556,0.0007028621,0.00048551243,0.0002630076,0.0005172526],"domain_scores_gemma":[0.998746,0.00044511442,0.00031401063,0.00032139185,0.000026313115,0.00014717497],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022389055,0.00018026071,0.00031685922,0.00012275862,0.009073593,0.000013751031,0.00024662836,0.00009510483,0.0008909296],"category_scores_gemma":[0.0001482042,0.00013630727,0.00007064957,0.00020361625,0.00028151157,0.000065259206,0.0005460878,0.001073174,0.000019574045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025002868,0.00017298061,0.96520233,0.000031435866,0.00011716946,0.000005135781,0.028997911,0.0000045544684,0.0000017409683,0.00035113425,0.0048556435,0.000009936046],"study_design_scores_gemma":[0.003760235,0.0002459902,0.973047,0.0000038834455,0.000008176148,0.000020790303,0.017123813,0.0000013930979,5.395706e-9,0.0009944421,0.004671014,0.00012321382],"about_ca_topic_score_codex":0.0044464413,"about_ca_topic_score_gemma":0.019210938,"teacher_disagreement_score":0.014764498,"about_ca_system_score_codex":0.000421128,"about_ca_system_score_gemma":0.00016755842,"threshold_uncertainty_score":0.9986859},"labels":[],"label_agreement":null},{"id":"W4309008895","doi":"10.2196/40321","title":"Mobile Digital Health Intervention to Promote Nutrition and Physical Activity Behaviors Among Long-term Unemployed in Rural Areas: Protocol for a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Randomized controlled trial; Intervention (counseling); Protocol (science); Gerontology; mHealth; Medicine; Rural area; Psychology; Physical therapy; Environmental health; Alternative medicine; Nursing; Psychological intervention","score_opus":0.1548497828320393,"score_gpt":0.5973684430240697,"score_spread":0.44251866019203034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309008895","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38648412,0.0000011214521,0.000024262621,0.0004838439,0.000015134699,0.61283094,0.000049029648,0.00006805261,0.000043491855],"genre_scores_gemma":[0.13905516,2.6218126e-7,0.000012016042,0.000017620094,0.00023711305,0.85948366,0.000036363836,0.000044612705,0.0011131996],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99123955,0.0051624808,0.0009948079,0.00055962167,0.00096813106,0.0010754322],"domain_scores_gemma":[0.9973724,0.0012603325,0.0004605778,0.0003120327,0.0003247188,0.0002699381],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066889008,0.00029005823,0.001535875,0.00047476764,0.0016423437,0.000113255854,0.00027819996,0.00010138479,0.00009848585],"category_scores_gemma":[0.00058531924,0.00022811614,0.0004009985,0.0005086969,0.0002175431,0.0003940197,0.0007611406,0.0012073214,0.000006778966],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.953174,0.008352093,0.014492904,0.0021309035,0.000051324285,0.000005180427,0.0042738076,6.473202e-7,0.00006513275,0.00009314547,0.0019230284,0.01543782],"study_design_scores_gemma":[0.9728044,0.011738404,0.0062819687,0.0036145104,0.0000056166696,4.851412e-7,0.0011874574,0.00008192053,0.00002230145,0.0007395051,0.0032999236,0.00022350073],"about_ca_topic_score_codex":0.0002089026,"about_ca_topic_score_gemma":0.00015794838,"teacher_disagreement_score":0.24742895,"about_ca_system_score_codex":0.0006830102,"about_ca_system_score_gemma":0.0003317314,"threshold_uncertainty_score":0.9996574},"labels":[],"label_agreement":null},{"id":"W4309183064","doi":"10.1093/cjres/rsac041","title":"The post-Covid city","year":2022,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty)","score_opus":0.0426099074617412,"score_gpt":0.3411519409767764,"score_spread":0.2985420335150352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309183064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84614426,0.006056303,0.0002749749,0.122411266,0.0013548058,0.00037911037,0.00003047411,0.000026219634,0.023322599],"genre_scores_gemma":[0.9725745,0.0035435043,0.000043482778,0.009261802,0.0005829921,0.000046774447,0.0000033029623,0.00001210366,0.0139315445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989201,0.00024185619,0.0004074512,0.000090823014,0.000094706,0.00024506066],"domain_scores_gemma":[0.9985584,0.00060776866,0.00042791,0.0001289482,0.00017010511,0.00010687718],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013771073,0.000085439635,0.0001987633,0.000022053118,0.006102187,0.000014944149,0.00018222388,0.000039660168,0.000058559574],"category_scores_gemma":[0.00006721,0.00005830154,0.00024163011,0.00007705006,0.00015836467,0.000116972515,0.00023206494,0.00073933066,0.000003010233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051340674,0.00003077809,0.08994877,0.000031191914,0.00024131396,0.000006395647,0.0078098224,0.000003888695,0.000007812952,0.0358949,0.86501426,0.0009595502],"study_design_scores_gemma":[0.00057520246,0.00012778523,0.027395321,0.000011261349,0.00003433681,0.000035920162,0.038590882,0.000009306357,0.0000012041135,0.0007235013,0.93242323,0.0000720285],"about_ca_topic_score_codex":0.000029441042,"about_ca_topic_score_gemma":0.0000094924835,"teacher_disagreement_score":0.12643024,"about_ca_system_score_codex":0.00016851381,"about_ca_system_score_gemma":0.00029849858,"threshold_uncertainty_score":0.99519175},"labels":[],"label_agreement":null},{"id":"W4309348444","doi":"10.1007/978-3-031-14009-9_1","title":"Labour Market Integration as an Interactive Process","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Agency (philosophy); Action (physics); Process (computing); Sociology; Political science; Computer science; Social science; Law","score_opus":0.14612640991017767,"score_gpt":0.5251375751118861,"score_spread":0.3790111652017084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309348444","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024777437,0.0005286874,0.0000019564386,0.0066831782,0.00069673616,0.0018430023,0.0003188888,0.00019853505,0.9872513],"genre_scores_gemma":[0.016023194,0.0027683065,0.000022460705,0.0002931615,0.00082715385,0.0011613376,0.00036180796,0.00014060845,0.97840196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541825,0.001009033,0.00058500736,0.00070110254,0.0014172113,0.0008694089],"domain_scores_gemma":[0.99679536,0.00087088236,0.00027851338,0.000584902,0.001253424,0.00021689343],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002214884,0.00041784457,0.0005571104,0.00069309777,0.0031514773,0.00007007868,0.00057133735,0.0003647908,0.06389037],"category_scores_gemma":[0.0007514212,0.00035555108,0.00010879538,0.00018495448,0.0004159046,0.000886733,0.00087999867,0.0042546336,0.00051883917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026333453,0.00010011757,0.0006615866,0.0012222262,0.0003821573,0.0001461344,0.030783389,4.2543877e-7,0.000029827257,0.81977004,0.13341448,0.010856262],"study_design_scores_gemma":[0.0002797009,0.00081371784,0.00048308118,0.0007098879,0.000020849311,0.0000037302657,0.021130467,0.0000015924759,0.000030873507,0.11640868,0.8597899,0.00032749624],"about_ca_topic_score_codex":0.0009370309,"about_ca_topic_score_gemma":0.0028102412,"teacher_disagreement_score":0.72637546,"about_ca_system_score_codex":0.00060767855,"about_ca_system_score_gemma":0.0010501224,"threshold_uncertainty_score":0.9998897},"labels":[],"label_agreement":null},{"id":"W4310053031","doi":"10.1177/08912424221139483","title":"Can we “Claim” the Workforce? A Labor-Focused Agenda for Economic Development in the Face of an Uncertain Future","year":2022,"lang":"en","type":"article","venue":"Economic Development Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workforce; Restructuring; Globalization; Work (physics); Face (sociological concept); Inequality; Backlash; Economic restructuring; Economic growth; Economics; Productivity; Economic globalization; Market economy; Sociology; Engineering","score_opus":0.05050382957109347,"score_gpt":0.33939216067976596,"score_spread":0.2888883311086725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310053031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665225,0.00027934083,0.00003261709,0.027736068,0.0017181986,0.0024152484,0.00014392725,0.000049052185,0.0011030252],"genre_scores_gemma":[0.9881204,0.00003632174,0.0009928292,0.0021716312,0.0003940981,0.0047739632,0.00020810327,0.000056384066,0.0032462655],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969894,0.0005189945,0.0011611953,0.0004627196,0.00015914839,0.00070848624],"domain_scores_gemma":[0.9984967,0.00048974925,0.0004742777,0.0004473807,0.00002633501,0.00006554329],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020659945,0.00031497813,0.00044812323,0.00014916195,0.0020734128,0.00002771249,0.00086276134,0.000087817214,0.00057320454],"category_scores_gemma":[0.0000061554933,0.0002233232,0.00008264512,0.00010612126,0.000061111416,0.00012481771,0.00010310598,0.00044243978,0.00008736276],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003780493,0.00018043841,0.03743853,0.00016726216,0.0003295376,0.000006027402,0.73455626,0.0005424425,0.000017324917,0.013458523,0.036776938,0.17614868],"study_design_scores_gemma":[0.0018371149,0.00025311083,0.04874834,0.000042690146,0.000015644673,0.0000015537966,0.17799067,0.00010041253,0.00003327544,0.0014932395,0.7691018,0.00038215125],"about_ca_topic_score_codex":0.00032345467,"about_ca_topic_score_gemma":0.015803868,"teacher_disagreement_score":0.73232484,"about_ca_system_score_codex":0.0013217796,"about_ca_system_score_gemma":0.0016072964,"threshold_uncertainty_score":0.99922574},"labels":[],"label_agreement":null},{"id":"W4310579057","doi":"10.1093/socpro/spac055","title":"Unequal Upsides? The Status-Based Inequalities in the Relationship Between Schedule Control and Job Pressure","year":2022,"lang":"en","type":"article","venue":"Social Problems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Schedule; Control (management); Job control; Stressor; Job attitude; Population; Psychology; Job performance; Work (physics); Demographic economics; Social psychology; Job satisfaction; Sociology; Economics; Management; Demography; Engineering","score_opus":0.15097756833822873,"score_gpt":0.4067997993814919,"score_spread":0.2558222310432632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310579057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91268003,0.0017086277,0.00007072898,0.07857131,0.00026887053,0.0023173233,0.0003463786,0.00008450387,0.003952223],"genre_scores_gemma":[0.9954951,0.000006650045,0.0000062002273,0.0018857882,0.0003432732,0.001193397,0.000039369508,0.000017155295,0.0010130906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956394,0.0029072785,0.00040338267,0.00017001736,0.00036900898,0.00051092624],"domain_scores_gemma":[0.9956031,0.003987419,0.00018513124,0.00014226485,0.00005009311,0.00003201093],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024811232,0.00012470492,0.00021831835,0.000052161122,0.0049553975,0.00002175116,0.0001979807,0.000081160535,0.00009752594],"category_scores_gemma":[0.00044106823,0.00007828252,0.00005268195,0.0002644788,0.00016072294,0.000072482944,0.00014048732,0.0010550328,0.000007450622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002627483,0.000017343202,0.89238733,0.00009547081,0.00003136361,3.9225435e-7,0.0489897,0.000060405055,0.00000142341,0.05356112,0.0047379606,0.00009121958],"study_design_scores_gemma":[0.0014743763,0.00007894195,0.8943936,0.000024204368,0.000059004644,4.2300204e-8,0.03865572,0.00003413538,1.1661383e-7,0.02987772,0.035291933,0.00011020532],"about_ca_topic_score_codex":0.0014570573,"about_ca_topic_score_gemma":0.00093023793,"teacher_disagreement_score":0.08281504,"about_ca_system_score_codex":0.00007475385,"about_ca_system_score_gemma":0.00019674031,"threshold_uncertainty_score":0.99634004},"labels":[],"label_agreement":null},{"id":"W4310725613","doi":"10.1016/j.ssmph.2022.101300","title":"The role of low educational attainment on the pathway from adolescent internalizing and externalizing problems to early adult labour market disconnection in the Dutch TRAILS cohort","year":2022,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; University of British Columbia","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Disconnection; Educational attainment; Mediation; Mental health; Psychology; Young adult; Cohort; Natural experiment; Developmental psychology; Medicine; Psychiatry; Political science","score_opus":0.02975772044337112,"score_gpt":0.3528513375340865,"score_spread":0.3230936170907154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310725613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94378906,0.00048949994,0.00002999878,0.052827127,0.00041850223,0.002046223,0.000066526605,0.000013994692,0.00031908232],"genre_scores_gemma":[0.9937417,0.00012867629,0.000017056278,0.004445888,0.00020992066,0.00094109116,0.00003555144,0.000015661972,0.00046449061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664396,0.0016274579,0.0006466697,0.00024489983,0.0005089598,0.0003280606],"domain_scores_gemma":[0.9984755,0.0007773173,0.00038614264,0.00024321937,0.000061950224,0.000055904362],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023346292,0.00012934106,0.00018051443,0.000067888344,0.002076081,0.000024857092,0.00020333145,0.000028529314,0.00014712647],"category_scores_gemma":[0.000121003424,0.000073651776,0.000040514737,0.00019714299,0.000025641586,0.000063547224,0.00012510625,0.00046675446,0.000003870402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001009347,0.00009050222,0.9305404,0.000057912974,0.000019374187,1.362427e-7,0.033752505,0.000059589827,0.000026087968,0.029458512,0.00094526395,0.004948827],"study_design_scores_gemma":[0.0002535268,0.00011802171,0.95423627,0.00038943978,0.0000043880136,3.5883923e-7,0.030681096,0.000111666406,0.0000041497774,0.008975671,0.005152926,0.00007248406],"about_ca_topic_score_codex":0.016380683,"about_ca_topic_score_gemma":0.005575217,"teacher_disagreement_score":0.04995262,"about_ca_system_score_codex":0.0004006223,"about_ca_system_score_gemma":0.000112800495,"threshold_uncertainty_score":0.99922305},"labels":[],"label_agreement":null},{"id":"W4311076786","doi":"10.3138/cpp.48.s2-001","title":"Guest Editors’ Introduction: Pensions, Retirement, Longevity, and Long-Term Care","year":2022,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of British Columbia; HEC Montréal","funders":"","keywords":"Longevity; Term (time); Long-term care; Gerontology; Actuarial science; Psychology; Economics; Medicine; Nursing","score_opus":0.049560428164190894,"score_gpt":0.3721599051247878,"score_spread":0.32259947696059693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311076786","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29519564,0.0024723427,0.0000011705627,0.64428383,0.028458958,0.0013853784,0.00060488435,0.0002208728,0.027376879],"genre_scores_gemma":[0.9182546,0.0001634719,0.0000045976026,0.005896298,0.066380985,0.00034363478,0.00040252824,0.00004008214,0.0085137645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776137,0.00035101236,0.00030277946,0.00039081316,0.00027293732,0.0009211023],"domain_scores_gemma":[0.9984243,0.0000604107,0.00011001541,0.0004299736,0.0001991856,0.00077611726],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003487388,0.0001831491,0.00022670356,0.0006072435,0.004791567,0.000035702757,0.00024731026,0.00008962311,0.0021711923],"category_scores_gemma":[0.00033188716,0.0001930735,0.00004519922,0.00054526766,0.00012757209,0.00017616757,0.00048580338,0.0006063647,0.00008800008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025711263,0.0000069835596,0.38695636,0.00005525322,0.000020796471,0.000012318071,0.0014419795,5.143314e-8,0.0000018592428,0.009879981,0.59999204,0.0016297923],"study_design_scores_gemma":[0.00026779235,0.000046089386,0.25799996,0.000010560603,0.000012246748,0.0000055555497,0.0018023367,2.7299228e-7,5.268881e-7,0.00007434529,0.7396337,0.00014664176],"about_ca_topic_score_codex":0.14911288,"about_ca_topic_score_gemma":0.46435416,"teacher_disagreement_score":0.63838756,"about_ca_system_score_codex":0.0022794695,"about_ca_system_score_gemma":0.0030826104,"threshold_uncertainty_score":0.998741},"labels":[],"label_agreement":null},{"id":"W4311119882","doi":"10.1111/imig.13086","title":"Tolerated, threatening and celebrated: How Canadian news media frames temporary migrant workers","year":2022,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mainstream; Migrant workers; Newspaper; Immigration; State (computer science); Media coverage; Work (physics); Political science; Sociology; Demographic economics; Media studies; Economic growth; Law; Economics; Engineering","score_opus":0.041846119865001224,"score_gpt":0.3278081846144962,"score_spread":0.2859620647494949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311119882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077398,0.0005153734,0.00006181647,0.08552833,0.0016455058,0.00034554093,0.00013587988,0.00007835615,0.0039493996],"genre_scores_gemma":[0.991969,0.00007396452,0.00012341278,0.0019190584,0.00033164924,0.0002461472,0.0005651266,0.000018545781,0.0047531063],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878234,0.00017774767,0.00024689507,0.00023340517,0.00030324416,0.0002563577],"domain_scores_gemma":[0.99936104,0.00016833881,0.00013354166,0.00009251459,0.00012936836,0.00011519133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022724825,0.00012996457,0.0001345559,0.0002395751,0.001173627,0.00003919227,0.00013845641,0.00006680895,0.0007272395],"category_scores_gemma":[0.00009078822,0.00012195899,0.000034413966,0.00017511981,0.000032083364,0.00022194273,0.0001012612,0.0003737487,0.000023846324],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039066206,0.00001222266,0.87338495,0.0000066911925,0.000059460228,0.0000120361055,0.009264873,0.000029966897,0.00014352656,0.0006780275,0.114171356,0.0021978142],"study_design_scores_gemma":[0.0008371275,0.00007186269,0.27231872,0.000085098334,0.000024537178,0.000006449865,0.030736327,0.0010162125,0.00003191917,0.0017741506,0.69280064,0.0002969193],"about_ca_topic_score_codex":0.20342971,"about_ca_topic_score_gemma":0.52850866,"teacher_disagreement_score":0.60106623,"about_ca_system_score_codex":0.00027988027,"about_ca_system_score_gemma":0.00023458907,"threshold_uncertainty_score":0.9026708},"labels":[],"label_agreement":null},{"id":"W4311137250","doi":"10.1177/07308884221129520","title":"A Forced Vacation? The Stress of Being Temporarily Laid Off During a Pandemic","year":2022,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Context (archaeology); Distress; Pandemic; Mental health; Psychology; Meaning (existential); Affect (linguistics); Coronavirus disease 2019 (COVID-19); Stress (linguistics); Social psychology; Clinical psychology; Psychiatry; Medicine; History; Psychotherapist; Disease","score_opus":0.039005041591252086,"score_gpt":0.3656280774865706,"score_spread":0.32662303589531855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311137250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939202,0.0004214044,0.000039641847,0.0023814242,0.00016509816,0.00042814293,0.000040164545,0.000048536276,0.0025553533],"genre_scores_gemma":[0.99650496,0.000074746364,0.000023624785,0.00016006641,0.00007024923,0.0003798465,0.000025994425,0.000008546959,0.0027519409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991387,0.00018285948,0.0002647563,0.00011388102,0.00013573549,0.00016403492],"domain_scores_gemma":[0.9993053,0.00031135953,0.00014647258,0.00015895914,0.000052251227,0.000025665471],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00024801525,0.00006763048,0.000114148796,0.00005736396,0.0030813608,0.000004083488,0.00009532472,0.000025902325,0.00017927973],"category_scores_gemma":[0.00004797237,0.000050029605,0.000032673404,0.00028605218,0.000040168787,0.00004555422,0.00021225256,0.00024733593,0.000002870264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035524965,0.00001968294,0.98077226,0.00003185853,0.000026753683,2.4331257e-7,0.013712436,0.000033886245,0.00003430407,0.0031143047,0.0017810422,0.00043768907],"study_design_scores_gemma":[0.00039263404,0.00002160227,0.9834421,0.00003938632,0.00002753319,2.2986866e-7,0.008002035,0.000010438855,0.0000055861883,0.0008004417,0.007195761,0.00006225141],"about_ca_topic_score_codex":0.00013650389,"about_ca_topic_score_gemma":0.00017832275,"teacher_disagreement_score":0.0057104,"about_ca_system_score_codex":0.00003664728,"about_ca_system_score_gemma":0.00005829356,"threshold_uncertainty_score":0.9982165},"labels":[],"label_agreement":null},{"id":"W4311387142","doi":"10.1177/10848223221137354","title":"Data-Driven Analysis of Employee Churn in the Home Care Industry","year":2022,"lang":"en","type":"article","venue":"Home Health Care Management & Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Inefficiency; Business; Turnover; Revenue; Health care; Key (lock); Marketing; Finance; Economics; Computer science; Management; Computer security","score_opus":0.08153590727171273,"score_gpt":0.45246262019441214,"score_spread":0.3709267129226994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311387142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6976146,0.026568087,0.00011770316,0.15033513,0.0033954014,0.010680423,0.004140763,0.0004223996,0.10672549],"genre_scores_gemma":[0.9781018,0.001469951,0.00023337742,0.01661327,0.000149445,0.0009337723,0.0017908661,0.000042622934,0.0006649163],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9928259,0.0034215243,0.0010829687,0.00067906256,0.0011857088,0.0008048039],"domain_scores_gemma":[0.99576175,0.0011736801,0.00094772445,0.0017803144,0.0002359467,0.00010055855],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030043921,0.00026186765,0.00070122734,0.0008342774,0.0020375215,0.000021865908,0.0013793255,0.0001175547,0.0005567808],"category_scores_gemma":[0.00017383063,0.00022171921,0.00011923135,0.0031924588,0.000059567057,0.00041726866,0.0026465724,0.0020072877,0.00003095575],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032072113,0.0003154422,0.7275027,0.0024231004,0.0020644981,0.00013266243,0.16013545,0.00086851063,2.0591493e-7,0.004788045,0.09341841,0.008030255],"study_design_scores_gemma":[0.0005492462,0.00014282721,0.28697473,0.000039702813,0.0007878932,5.362065e-7,0.38669848,0.000018343319,1.6671784e-8,0.000015221663,0.32464093,0.00013208503],"about_ca_topic_score_codex":0.0042041605,"about_ca_topic_score_gemma":0.0048034214,"teacher_disagreement_score":0.44052798,"about_ca_system_score_codex":0.00084244297,"about_ca_system_score_gemma":0.00032695383,"threshold_uncertainty_score":0.9992617},"labels":[],"label_agreement":null},{"id":"W4311660475","doi":"10.1177/00222437221146521","title":"Helping Those That Hide: Anticipated Stigmatization Drives Concealment and a Destructive Cycle of Debt","year":2022,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Debt; Consumer debt; Variety (cybernetics); Social psychology; Context (archaeology); Psychology; Credit card; Economics; Finance","score_opus":0.17736992539501367,"score_gpt":0.4990334773197104,"score_spread":0.3216635519246967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311660475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99438435,0.0012479197,0.000036344525,0.0021874702,0.00018873463,0.00033987957,0.000006763394,0.0000077874065,0.0016007365],"genre_scores_gemma":[0.99852633,0.0007968305,0.00022050101,0.000039392944,0.00008937394,0.000023343124,0.0000014982121,0.000013696804,0.00028902115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99286187,0.0051924447,0.00054005475,0.00011822695,0.00089653325,0.00039089067],"domain_scores_gemma":[0.9940865,0.00453791,0.0005422404,0.00009184394,0.00066289725,0.000078595964],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016487168,0.000076979646,0.00026936934,0.00031337174,0.0014656023,0.000010888157,0.00015974125,0.000036639944,0.00024134348],"category_scores_gemma":[0.0030369705,0.000063552754,0.000041662377,0.00032983086,0.00014090883,0.000119748984,0.0004980589,0.00091662625,7.795141e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011911999,0.00006903254,0.97207725,0.00041753903,0.0001230469,0.000019734523,0.017104115,0.000044294968,0.001758135,0.00047432003,0.0023749103,0.004346448],"study_design_scores_gemma":[0.0016009602,0.0004373203,0.8857179,0.001581159,0.000034169145,0.000014464984,0.106158696,0.00054634485,0.00021779288,0.0021198667,0.0014560363,0.00011528394],"about_ca_topic_score_codex":0.00010670589,"about_ca_topic_score_gemma":0.000015941288,"teacher_disagreement_score":0.08905458,"about_ca_system_score_codex":0.00021407093,"about_ca_system_score_gemma":0.00026453586,"threshold_uncertainty_score":0.99983436},"labels":[],"label_agreement":null},{"id":"W4311815516","doi":"10.1111/joms.12898","title":"No, I Do Belong: How Asian American and Asian Canadian Professionals Defy and Counter Workplace Racial Violence during <scp>COVID</scp>‐19","year":2022,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Universidad de los Andes","keywords":"Denial; Racism; Identity (music); Gender studies; Criminology; Sociology; Trope (literature); Social psychology; Psychology","score_opus":0.02719585650362355,"score_gpt":0.3639341305288746,"score_spread":0.336738274025251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311815516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92808294,0.0113936635,0.000024765044,0.043303683,0.002088861,0.0012997981,0.000045538523,0.00004877996,0.0137119405],"genre_scores_gemma":[0.9738114,0.007842729,0.00022586762,0.002915179,0.00047171584,0.00017389552,0.0000024330373,0.000033620792,0.014523158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972536,0.00052046095,0.0005732836,0.00032566593,0.00063112006,0.00069587806],"domain_scores_gemma":[0.99810356,0.00035757353,0.00077278214,0.00017192592,0.00024796274,0.00034617836],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001358178,0.00028580637,0.00061595486,0.0004732199,0.0043506054,0.000041710886,0.00025830197,0.000041952037,0.00005138045],"category_scores_gemma":[0.00036722762,0.00023385233,0.00007847793,0.0003286922,0.00024718174,0.00022856024,0.0010294267,0.00075082463,0.000007395591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012141417,0.00009530545,0.8163059,0.00087342696,0.0014183869,0.000419291,0.037809838,0.00000678357,0.000005767045,0.0010134492,0.13640538,0.005525086],"study_design_scores_gemma":[0.001337417,0.0002515531,0.46142983,0.00061937165,0.00018411159,0.000016389238,0.29568014,0.0000018876192,4.878196e-7,0.00058910024,0.23974529,0.00014442843],"about_ca_topic_score_codex":0.0006896853,"about_ca_topic_score_gemma":0.0069373176,"teacher_disagreement_score":0.35487604,"about_ca_system_score_codex":0.00058951386,"about_ca_system_score_gemma":0.00015135008,"threshold_uncertainty_score":0.9969456},"labels":[],"label_agreement":null},{"id":"W4311829620","doi":"10.1093/cje/beac058","title":"Stratification mechanisms in labour market matching of migrants","year":2022,"lang":"en","type":"article","venue":"Cambridge Journal of Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Social exclusion; Typology; Social stratification; Phenomenon; Economics; Immigration; Labour economics; Demographic economics; Sociology; Political science; Economic growth; Law","score_opus":0.04275592030465217,"score_gpt":0.3310976304717136,"score_spread":0.28834171016706145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311829620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934038,0.00019064278,0.0001711949,0.0016069503,0.00083893316,0.00016314714,0.00006398025,0.000003626951,0.0035577547],"genre_scores_gemma":[0.9973583,0.00025619252,0.0002984934,0.00029091598,0.00009866926,0.000011812605,0.0000035149674,0.0000127638095,0.0016693262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99856645,0.00023544878,0.0008794843,0.000081154336,0.00006714268,0.00017031148],"domain_scores_gemma":[0.9986674,0.0001842322,0.00092042366,0.00010791823,0.000079980564,0.00004004425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531496,0.00007498569,0.00029213252,0.00017243871,0.00024030345,0.0000037642826,0.00017583567,0.000034589986,0.00028697256],"category_scores_gemma":[0.000043371332,0.00007546379,0.00007079591,0.00007889881,0.000014057468,0.00012823584,0.00009281444,0.00041184665,0.0000034513373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015305915,0.0006198587,0.37456363,0.0006652827,0.00044629845,0.000054456817,0.015806213,0.0037333912,0.007081923,0.5263628,0.06310749,0.006028063],"study_design_scores_gemma":[0.004878974,0.0006699111,0.86276966,0.0003317794,0.00008013088,0.000041748248,0.053016104,0.00062187493,0.0006528331,0.054368317,0.02212591,0.00044274898],"about_ca_topic_score_codex":0.000121588295,"about_ca_topic_score_gemma":0.00011532736,"teacher_disagreement_score":0.48820603,"about_ca_system_score_codex":0.00021489247,"about_ca_system_score_gemma":0.00017529882,"threshold_uncertainty_score":0.31421483},"labels":[],"label_agreement":null},{"id":"W4311974426","doi":"10.1007/s10037-022-00175-0","title":"Asian female migrant aged care workers in regional Australia and social resilience","year":2022,"lang":"en","type":"article","venue":"Review of Regional Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"La Trobe University","keywords":"Narrative; Psychological resilience; Qualitative research; Gender studies; Coping (psychology); Sociology; Political science; Psychology; Social psychology; Social science","score_opus":0.33786661991645073,"score_gpt":0.5550921444565386,"score_spread":0.21722552454008792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311974426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73085636,0.16353904,7.2536096e-7,0.09981335,0.00012571391,0.00228212,0.000046124555,0.000022341494,0.00331425],"genre_scores_gemma":[0.94553936,0.044835083,0.00007508654,0.0010183995,0.00019534296,0.00097025617,0.00008148908,0.00002416918,0.007260793],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99510455,0.0021980747,0.0004830992,0.00033098794,0.0013179075,0.00056539086],"domain_scores_gemma":[0.9986802,0.00061985484,0.00013843585,0.00019429368,0.00029048632,0.000076759025],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032452145,0.00011719951,0.00039583864,0.00021346989,0.001562325,0.0000035280482,0.00031009558,0.00005960112,0.00050237525],"category_scores_gemma":[0.00022163751,0.00010209837,0.000098528224,0.00073438615,0.00039228762,0.000053956926,0.000473331,0.0011854684,0.000020848987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021694084,0.00007992611,0.55031633,0.016676737,0.000033205833,0.000042391708,0.013351202,5.675273e-7,0.00003873342,0.0065995515,0.4062475,0.0063969046],"study_design_scores_gemma":[0.0004500873,0.000111646266,0.4269823,0.0053164144,0.000008650528,0.0000027894225,0.030022789,3.9845077e-7,5.991868e-7,0.00029626765,0.536701,0.0001069994],"about_ca_topic_score_codex":0.0017838576,"about_ca_topic_score_gemma":0.00090161565,"teacher_disagreement_score":0.21468304,"about_ca_system_score_codex":0.0002917724,"about_ca_system_score_gemma":0.00044946093,"threshold_uncertainty_score":0.9997375},"labels":[],"label_agreement":null},{"id":"W4311981348","doi":"10.1016/j.wss.2022.100123","title":"Impacts of the COVID-19 pandemic on carer-employees’ well-being: a twelve-country comparison","year":2022,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pandemic; Mental health; Government (linguistics); Coronavirus disease 2019 (COVID-19); China; Work (physics); Psychology; Descriptive statistics; Economic growth; Medicine; Socioeconomics; Political science; Sociology; Psychiatry; Economics","score_opus":0.044431967447119074,"score_gpt":0.38098500191678636,"score_spread":0.3365530344696673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311981348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760724,0.0006230865,0.000021376462,0.011627537,0.00067070697,0.00065631856,0.00003258666,0.00012791892,0.010168091],"genre_scores_gemma":[0.9873647,0.00041023092,0.000021904536,0.00885715,0.00015598992,0.00008381845,0.000014091814,0.000031272968,0.0030608412],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977483,0.0005218327,0.0003990225,0.00032335857,0.00048027025,0.0005271764],"domain_scores_gemma":[0.9982873,0.00080111466,0.00032578484,0.00037715986,0.000050423852,0.00015819268],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010152409,0.00022045101,0.00040827892,0.00003447255,0.0040511573,0.00001084829,0.0002684682,0.0001320769,0.00019081148],"category_scores_gemma":[0.00014656365,0.00016235313,0.00021100455,0.0003248588,0.00019442853,0.000049398528,0.00060233724,0.0010463783,0.0000085355005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034167064,0.00005674749,0.80677766,0.00017762385,0.00008487612,8.6460966e-7,0.06744622,0.00008976718,0.00018887079,0.0054515894,0.1196712,0.000020440235],"study_design_scores_gemma":[0.0025232395,0.00040604704,0.29170108,0.00019105425,0.00017040542,0.000003685847,0.13545026,0.00013899912,0.00005444303,0.0028147604,0.56607926,0.0004667521],"about_ca_topic_score_codex":0.0029011713,"about_ca_topic_score_gemma":0.0005621494,"teacher_disagreement_score":0.5150765,"about_ca_system_score_codex":0.00039739496,"about_ca_system_score_gemma":0.00028843185,"threshold_uncertainty_score":0.99724543},"labels":[],"label_agreement":null},{"id":"W4312003156","doi":"10.1093/geroni/igac059.3077","title":"THE SENIOR COMMUNITY SERVICE EMPLOYMENT PROGRAM: NEW DATA ON OLDER ASIAN WORKERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Feeling; Service (business); Social work; Psychology; Medicine; Gerontology; Political science; Business; Social psychology; Marketing; Geography","score_opus":0.16171913829972012,"score_gpt":0.45816758819733083,"score_spread":0.2964484498976107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72719485,0.00008323761,0.00008796121,0.2497999,0.0016472733,0.0021722529,0.000032098535,0.00034121049,0.018641235],"genre_scores_gemma":[0.98250186,0.000007809671,0.00021933156,0.0112093305,0.00023314642,0.00070127164,0.00043277472,0.000032746906,0.0046617277],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769413,0.00084146066,0.00057429925,0.00019000247,0.0003326482,0.00036745993],"domain_scores_gemma":[0.9983702,0.00044144056,0.00024204304,0.00080481666,0.00011731274,0.000024202347],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025473516,0.000118470045,0.00012443849,0.0001671053,0.004362369,0.000027280365,0.0006462621,0.000032889486,0.00014495538],"category_scores_gemma":[0.0001335292,0.00009418088,0.0000110844485,0.001982983,0.000024488287,0.00012073426,0.001322452,0.0013819824,0.000030606683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006746388,0.00021795926,0.6160148,0.00006465878,0.000055286564,0.0000029819164,0.03620746,0.000051727326,0.00001687295,0.007462663,0.18912123,0.1507169],"study_design_scores_gemma":[0.0009618324,0.000059487327,0.3462067,0.0001988349,0.000008180764,4.3590552e-7,0.07832589,0.00011589864,0.0000034855764,0.0014225793,0.5725376,0.00015909749],"about_ca_topic_score_codex":0.004209156,"about_ca_topic_score_gemma":0.0040834663,"teacher_disagreement_score":0.38341635,"about_ca_system_score_codex":0.00025036343,"about_ca_system_score_gemma":0.00017839666,"threshold_uncertainty_score":0.9969338},"labels":[],"label_agreement":null},{"id":"W4312104802","doi":"10.1093/geroni/igac059.1190","title":"OLDER ADULTS' WORK DISRUPTIONS IN APRIL/MAY 2020: IMPLICATIONS FOR WORK STATUS AND MENTAL HEALTH OVER 6 MONTHS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Quarter (Canadian coin); Coping (psychology); Depressive symptoms; Job loss; Coronavirus disease 2019 (COVID-19); Gerontology; Psychology; Unemployment; Pandemic; Work hours; Work (physics); Medicine; Psychiatry; Disease; Geography","score_opus":0.038550511605864465,"score_gpt":0.4127981319826101,"score_spread":0.37424762037674564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312104802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93660855,0.0005832673,0.0002697663,0.05942519,0.00046676036,0.0019934103,0.00012901198,0.000056754114,0.00046725792],"genre_scores_gemma":[0.99346447,0.00010388706,0.00035499313,0.002476374,0.00009303142,0.0025835591,0.00031070845,0.000023098488,0.0005899026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982484,0.000120568955,0.0007388746,0.0002847662,0.00012605824,0.0004813534],"domain_scores_gemma":[0.99927443,0.00021040958,0.0002572405,0.00013626115,0.00008475492,0.000036889447],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074586883,0.000117809715,0.0001893411,0.00037548298,0.0013824537,0.000011742085,0.00007463021,0.00003769606,0.00011487804],"category_scores_gemma":[0.00006937812,0.0001273702,0.000019087207,0.0023443247,0.0000304988,0.00012773884,0.00020168758,0.0004044019,0.0000028081906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051595554,0.00007028697,0.9361252,0.000056981036,0.0000083019295,1.3628642e-7,0.022426428,0.000015610725,0.000005038385,0.015308202,0.0202432,0.0056889863],"study_design_scores_gemma":[0.0014351715,0.000021735561,0.9531495,0.00021628149,0.0000017940137,1.4152471e-7,0.013732358,0.000020289062,2.8598913e-7,0.0010995449,0.030205097,0.00011777705],"about_ca_topic_score_codex":0.00042966582,"about_ca_topic_score_gemma":0.0005873424,"teacher_disagreement_score":0.05694882,"about_ca_system_score_codex":0.00053681264,"about_ca_system_score_gemma":0.000107795386,"threshold_uncertainty_score":0.9999176},"labels":[],"label_agreement":null},{"id":"W4312140918","doi":"10.1007/s00127-022-02398-5","title":"Parallel latent trajectories of mental health and personal earnings among 16- to 20 year-old US labor force participants: a 20-year longitudinal study","year":2022,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Earnings; Mental health; Latent class model; Demography; Socioeconomic status; Psychology; Multinomial logistic regression; Workforce; Longitudinal study; Medicine; Gerontology; Psychiatry; Environmental health; Population; Economics; Finance; Statistics; Sociology","score_opus":0.08982757723040939,"score_gpt":0.4225456535259655,"score_spread":0.3327180762955561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312140918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413652,0.0036493028,0.000028765604,0.050051037,0.0027377834,0.0015247433,0.00026674743,0.0000913482,0.00028507115],"genre_scores_gemma":[0.9914226,0.00039890423,0.00051122543,0.0043835547,0.0010677933,0.00042105585,0.00005981283,0.00005011134,0.0016849252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940637,0.002678381,0.0012057924,0.0007002438,0.00027517276,0.0010767614],"domain_scores_gemma":[0.99811155,0.00054826133,0.0007306024,0.00017504887,0.0000724211,0.0003621298],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029381444,0.00033594202,0.0011149732,0.00018505867,0.003183814,0.0000054527063,0.00018473795,0.00016813543,0.0002478004],"category_scores_gemma":[0.00019277238,0.00030973108,0.00015924255,0.00052661257,0.00024627493,0.00007845465,0.00033602674,0.000925641,0.000006882608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009234444,0.00035739178,0.90449715,0.00017071307,0.00024446344,5.4726166e-7,0.027256949,0.000003996387,4.940768e-7,0.005976508,0.06047502,0.00009334268],"study_design_scores_gemma":[0.0025735276,0.002479234,0.9247229,0.000027947344,0.00009152693,0.0000014918187,0.061875127,0.00000602371,1.1434696e-8,0.00301026,0.0049518608,0.00026006816],"about_ca_topic_score_codex":0.002945353,"about_ca_topic_score_gemma":0.004529425,"teacher_disagreement_score":0.05552316,"about_ca_system_score_codex":0.00012261368,"about_ca_system_score_gemma":0.00030349498,"threshold_uncertainty_score":0.9999355},"labels":[],"label_agreement":null},{"id":"W4312263639","doi":"10.1080/26907240.2022.2140910","title":"Emergence: Interdependent Response-Ability to Unfolding Precarity (Émergence : responsabilité interdépendante de réponse face à la précarisation)","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal of Art Therapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Memorial University of Newfoundland","funders":"","keywords":"Precarity; Face (sociological concept); Interdependence; Political science; Sociology; Gender studies","score_opus":0.047702616530593864,"score_gpt":0.37461321099418066,"score_spread":0.3269105944635868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312263639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81044805,0.006292638,0.00087465084,0.1738516,0.0065116636,0.00087132223,0.00025680687,0.000020546104,0.0008727342],"genre_scores_gemma":[0.98239774,0.00055316737,0.00033728985,0.0033971234,0.00039485024,0.00007940364,0.0000044778094,0.000061904364,0.012774027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98098475,0.015372446,0.0014960722,0.00043100017,0.00057395815,0.0011417896],"domain_scores_gemma":[0.9947044,0.0020867619,0.0006181275,0.0005616639,0.00055327493,0.0014757267],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018518485,0.00037649198,0.0005895659,0.0006733891,0.0024022793,0.000062585445,0.0009883761,0.00018854346,0.015480327],"category_scores_gemma":[0.002758161,0.0003987671,0.00037879485,0.0008622568,0.0003270526,0.0003372423,0.00027576237,0.002260653,0.00011702251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010674907,0.000297838,0.20905341,0.00013457147,0.00048462016,0.00054192095,0.3250948,0.0015036694,0.0035537197,0.00110326,0.41150457,0.036052726],"study_design_scores_gemma":[0.0010256261,0.0016826723,0.13210294,0.00040585847,0.000051369774,0.00017122303,0.046206657,0.000050708113,0.00020322653,0.0012708505,0.8164207,0.00040822444],"about_ca_topic_score_codex":0.010564189,"about_ca_topic_score_gemma":0.047526717,"teacher_disagreement_score":0.40491608,"about_ca_system_score_codex":0.00244867,"about_ca_system_score_gemma":0.006814096,"threshold_uncertainty_score":0.9998464},"labels":[],"label_agreement":null},{"id":"W4312367732","doi":"10.5206/otpub.2022.54","title":"Social Isolation, Third Places, and Precarious Employment Circumstances: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Employment and Social Development Canada","keywords":"Social isolation; Social connectedness; Isolation (microbiology); Unemployment; Precarious work; Sociology; Public relations; Psychological intervention; Remuneration; Work (physics); Political science; Psychology; Economic growth; Social psychology; Engineering","score_opus":0.20901288695700462,"score_gpt":0.505396269468315,"score_spread":0.29638338251131036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312367732","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.5342293e-7,0.95901495,0.000022933997,0.0011555592,0.0005940404,0.007394086,0.00004368773,0.00023833296,0.031536248],"genre_scores_gemma":[1.2249139e-7,0.982971,0.00003872274,0.0015959442,0.00046988094,0.0043863747,0.00019750519,0.00007518796,0.010265267],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99533653,0.0013431169,0.0015949495,0.00065834005,0.0004597116,0.0006073455],"domain_scores_gemma":[0.99747765,0.0010600899,0.00097492815,0.00031370626,0.00007920251,0.000094426745],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012195231,0.0005352651,0.0026887294,0.000130124,0.0029190695,0.000019138384,0.0002726588,0.0002767601,0.003143721],"category_scores_gemma":[0.00016992573,0.00040928862,0.0003315566,0.00040999183,0.000070370304,0.00011047333,0.00066448166,0.001052388,0.000098639815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031099116,0.00002290264,0.00013239762,0.4763194,0.0002331308,0.0000035157473,0.0018282541,6.2253e-9,2.0132107e-9,0.0012029703,0.12728465,0.39296967],"study_design_scores_gemma":[0.00014342375,0.000029256991,0.0000038534104,0.2852474,0.00063285435,0.0000015830085,0.00014147986,8.4416136e-8,6.7983413e-10,0.000078965626,0.71342576,0.0002953535],"about_ca_topic_score_codex":0.00015151543,"about_ca_topic_score_gemma":0.00063396024,"teacher_disagreement_score":0.5861411,"about_ca_system_score_codex":0.00042088627,"about_ca_system_score_gemma":0.0009839716,"threshold_uncertainty_score":0.9998359},"labels":[],"label_agreement":null},{"id":"W4312537768","doi":"10.1177/23780231221139361","title":"Immigration, Homeownership, and Mental Health","year":2022,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Native-Born; Immigration; Foreign born; Mental health; Psychological distress; Demographic economics; Demography; Psychology; Geography; Sociology; Economics; Psychiatry","score_opus":0.2120212164343566,"score_gpt":0.5430376841012545,"score_spread":0.33101646766689796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312537768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5190458,0.0071645025,0.0001893829,0.45488498,0.00090101996,0.007135945,0.0011169944,0.0005098296,0.009051516],"genre_scores_gemma":[0.95558345,0.0006280331,0.00022734964,0.0024123758,0.00016099623,0.0033121954,0.00038008837,0.000025595515,0.03726994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505424,0.0023538433,0.0004063619,0.00043616572,0.0005660162,0.0011833486],"domain_scores_gemma":[0.99696803,0.0024099532,0.00011294516,0.0001635191,0.00015835918,0.00018721916],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00590137,0.00014821145,0.00034284228,0.00017314217,0.011467373,0.000011133461,0.0002230829,0.00008105764,0.001148078],"category_scores_gemma":[0.00037271826,0.000115586714,0.00014796013,0.00040470812,0.00057085854,0.000052986154,0.00076607295,0.0015892778,0.00002681195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039552074,0.0002463565,0.09653266,0.00028922764,0.00016549778,0.0000029134117,0.029312814,0.0000020775533,0.000094928924,0.13506252,0.7324422,0.0054532727],"study_design_scores_gemma":[0.0020470915,0.001631843,0.057571106,0.000045628512,0.000008304257,9.5355944e-7,0.12294272,0.00062441744,3.3338114e-7,0.15281804,0.6619869,0.0003226979],"about_ca_topic_score_codex":0.00022306622,"about_ca_topic_score_gemma":0.001051847,"teacher_disagreement_score":0.4524726,"about_ca_system_score_codex":0.0011791636,"about_ca_system_score_gemma":0.00032362167,"threshold_uncertainty_score":0.999765},"labels":[],"label_agreement":null},{"id":"W4312775599","doi":"10.22329/csw.v22i2.7096","title":"The Wretched of the Work: Anger, Fear, and Hopelessness as Impacts of Experiencing Workplace Racism in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anger; Racism; Scholarship; Racialization; Sociology; Feeling; White (mutation); Social psychology; Criminology; Psychology; Gender studies; Political science; Race (biology); Law","score_opus":0.021065673211007545,"score_gpt":0.3429837056244355,"score_spread":0.3219180324134279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312775599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845976,0.0019781783,9.301257e-7,0.011250071,0.0007300413,0.0003842652,0.00002100175,0.000009927697,0.0010279497],"genre_scores_gemma":[0.99774253,0.00003841482,0.000005132637,0.00057101523,0.00010745027,0.00015807342,0.0000013703938,0.000014719895,0.0013613187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978815,0.0006687201,0.00039618768,0.00015852683,0.00040057217,0.0004945486],"domain_scores_gemma":[0.9979015,0.0017024953,0.00010118137,0.0001290477,0.000098218836,0.00006755385],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006578124,0.00007524003,0.00029545397,0.000009195977,0.003802208,0.000026521915,0.00022398011,0.00007376779,0.00032729685],"category_scores_gemma":[0.0010354889,0.000078093864,0.00005191205,0.0007018328,0.00048924703,0.000034005112,0.0005284873,0.00058114895,4.6804186e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007014983,0.0000517967,0.94310445,0.00008827622,0.000022734397,0.000015301062,0.021249665,5.54944e-7,0.0000074185027,0.0013435473,0.02697399,0.007072124],"study_design_scores_gemma":[0.0004917024,0.000023362307,0.878424,0.00026909774,0.000018762139,7.2235434e-7,0.10874736,5.3161983e-7,0.000004368118,0.0019846247,0.0099095525,0.00012590911],"about_ca_topic_score_codex":0.52990407,"about_ca_topic_score_gemma":0.88765126,"teacher_disagreement_score":0.3577472,"about_ca_system_score_codex":0.0002500796,"about_ca_system_score_gemma":0.00049776543,"threshold_uncertainty_score":0.9974947},"labels":[],"label_agreement":null},{"id":"W4312830456","doi":"10.15173/glj.v13i3.5082","title":"The Collective Working Body: Rethinking Apparel Workers' Health and Well-being during the COVID-19 Pandemic in Sri Lanka","year":2022,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Sri lanka; Pandemic; Clothing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Political science; Socioeconomics; Sociology; Virology; Economics; Medicine; Law","score_opus":0.042522856254261145,"score_gpt":0.37927969572838954,"score_spread":0.3367568394741284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312830456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9283729,0.008339599,0.000022949804,0.054919735,0.0013180873,0.00066507224,0.000014687476,0.00007370306,0.0062732217],"genre_scores_gemma":[0.98707986,0.0019995926,0.00002970252,0.008901626,0.00048521662,0.00009304751,0.0000019712584,0.000014233504,0.0013947763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953885,0.002303887,0.000635,0.00025274535,0.00050818524,0.0009116568],"domain_scores_gemma":[0.9979214,0.0010642549,0.00050782325,0.0001791598,0.00006206925,0.00026530842],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0045821434,0.00018858576,0.00029636655,0.0000736345,0.020270139,0.00009403755,0.00038554924,0.000071259565,0.000093515046],"category_scores_gemma":[0.00051012787,0.00011957517,0.00006766949,0.00072985137,0.00010782095,0.00007357139,0.00069557334,0.0023632522,0.0000057175043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002826119,0.000016366366,0.9336226,0.000041632582,0.00006948407,0.000041272764,0.05554826,0.00010136518,0.0000013234936,0.004454321,0.005340854,0.00047992315],"study_design_scores_gemma":[0.0031758903,0.00012621543,0.46059042,0.00035590917,0.000021708505,0.00032070273,0.17066719,0.00003340068,1.3248265e-7,0.044649266,0.3197918,0.00026738108],"about_ca_topic_score_codex":0.0011599568,"about_ca_topic_score_gemma":0.003147448,"teacher_disagreement_score":0.47303215,"about_ca_system_score_codex":0.0033650629,"about_ca_system_score_gemma":0.0014377092,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W4312956734","doi":"10.15185/izawol.432.v2","title":"The labor market in Canada, 2000–2021","year":2022,"lang":"en","type":"article","venue":"IZA World of Labor","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business","score_opus":0.01979960060859899,"score_gpt":0.33080015735152424,"score_spread":0.31100055674292526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312956734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79034346,0.0060179303,2.967361e-7,0.112531416,0.0027065962,0.00085932424,0.0007311706,0.000027024047,0.08678279],"genre_scores_gemma":[0.84036344,0.00020882914,0.000016881948,0.0024749122,0.0001393774,0.00031832283,0.000008700758,0.000019613957,0.15644993],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982209,0.0004907745,0.0004056767,0.00014577778,0.00032174046,0.0004151086],"domain_scores_gemma":[0.99858296,0.000887341,0.0001480061,0.00024113836,0.00009595595,0.000044610137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006204387,0.00009665741,0.00020286992,0.000071488874,0.0009854191,0.0000025988577,0.00026029977,0.000014191094,0.006065981],"category_scores_gemma":[0.00011262486,0.00007187087,0.000024874265,0.0007936459,0.00003360076,0.000027111573,0.00030873602,0.00042430786,0.000011184444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006265189,0.000016225324,0.6117001,0.000021920607,0.000019189407,0.0000125920615,0.00094941806,0.000006088599,0.000007012226,0.002484553,0.38370872,0.0010114985],"study_design_scores_gemma":[0.00028631213,0.000011054075,0.4054954,0.000023641463,0.0000047384297,8.240647e-8,0.0042651547,0.0000071542104,0.000006738976,0.00017830232,0.5896652,0.00005621707],"about_ca_topic_score_codex":0.68382144,"about_ca_topic_score_gemma":0.99225456,"teacher_disagreement_score":0.30843312,"about_ca_system_score_codex":0.00057879655,"about_ca_system_score_gemma":0.0020444316,"threshold_uncertainty_score":0.9948426},"labels":[],"label_agreement":null},{"id":"W4312962466","doi":"10.2139/ssrn.4274594","title":"Parental Health, Aging, and the Labor Supply of Young Workers","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Demographic economics; Labour economics; Business; Environmental health; Economics; Medicine","score_opus":0.014917042382801272,"score_gpt":0.34520462851270484,"score_spread":0.33028758612990355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312962466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808493,0.03782277,0.00003802399,0.078389116,0.0008486527,0.0005551346,0.000023923705,0.000029612045,0.001443457],"genre_scores_gemma":[0.9845893,0.009078855,0.0000063277566,0.00085131463,0.00020307273,0.000056721045,0.0000047658164,0.000016131731,0.005193513],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9967525,0.00085534423,0.0004165394,0.00011806648,0.00029185534,0.0015656741],"domain_scores_gemma":[0.999236,0.00019063095,0.0003604253,0.00010922265,0.000050404076,0.000053336953],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038340408,0.00010286197,0.0002491957,0.00006491395,0.0029725065,0.000005872904,0.00019036814,0.000022310536,0.00015983943],"category_scores_gemma":[0.00003888381,0.000067996116,0.00007079372,0.00017025178,0.00011657905,0.000053030493,0.0002052292,0.0025741355,0.000003348105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021428741,0.00002644579,0.8912138,0.000020173227,0.00016261975,8.0133657e-7,0.009529099,0.0000034781333,0.000003781027,0.090380445,0.0056058364,0.002839275],"study_design_scores_gemma":[0.010166561,0.0010461716,0.30652973,0.00014788359,0.000110379675,0.00021866779,0.45848593,0.000023800647,0.000002704417,0.17013092,0.052830648,0.000306588],"about_ca_topic_score_codex":0.0016382624,"about_ca_topic_score_gemma":0.0046863025,"teacher_disagreement_score":0.584684,"about_ca_system_score_codex":0.00066703383,"about_ca_system_score_gemma":0.0018991499,"threshold_uncertainty_score":0.99972695},"labels":[],"label_agreement":null},{"id":"W4313237587","doi":"10.1017/s0714980822000447","title":"Les personnes âgées immigrantes et leurs proches à Montréal : des vies oubliées durant la pandémie","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux; Université Laval; Ministère de l’Emploi et de la Solidarité Sociale (Québec); McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Centre de Recherche et d’Expertise en Gérontologie Sociale","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Philosophy; Medicine","score_opus":0.0584819990330651,"score_gpt":0.29722807949390145,"score_spread":0.23874608046083634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313237587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7295581,0.057087038,0.000024818886,0.20463727,0.0035409855,0.00074937835,0.00063946773,0.00005944457,0.0037034696],"genre_scores_gemma":[0.9714021,0.008186354,0.0001751783,0.0032057131,0.001233245,0.00032868318,0.00007185054,0.00017421582,0.015222675],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99195015,0.0029758643,0.0011794475,0.0007394918,0.00037452072,0.0027805248],"domain_scores_gemma":[0.99475,0.0012150134,0.0006645509,0.00044279307,0.00049466523,0.0024329356],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0041392413,0.0008265403,0.0009452894,0.0010522512,0.010346203,0.00037313317,0.0007789793,0.00024176884,0.0025602449],"category_scores_gemma":[0.00095201907,0.00081766926,0.00044923587,0.00067223096,0.00071885175,0.0004104117,0.00019709991,0.0028142494,0.000041546922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015562112,0.00029770675,0.21372548,0.001773478,0.0012229021,0.0075615263,0.5437449,0.0018713601,0.00008210445,0.051544007,0.123132415,0.054888505],"study_design_scores_gemma":[0.0011419224,0.0005697812,0.08487485,0.003085088,0.00025441928,0.0012704395,0.16960089,0.000078398654,0.0000100667385,0.0015121042,0.7367813,0.0008207569],"about_ca_topic_score_codex":0.54086167,"about_ca_topic_score_gemma":0.95577955,"teacher_disagreement_score":0.61364883,"about_ca_system_score_codex":0.0042904303,"about_ca_system_score_gemma":0.0020584296,"threshold_uncertainty_score":0.9995319},"labels":[],"label_agreement":null},{"id":"W4313401005","doi":"10.1007/978-3-031-17704-0","title":"Transnational Employment Strain in a Global Health Pandemic","year":2023,"lang":"en","type":"book","venue":"Politics of citizenship and migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; York University","funders":"International Labour Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Strain (injury); Political science; Development economics; Economic growth; Economics; Medicine; Infectious disease (medical specialty)","score_opus":0.07782753813185123,"score_gpt":0.41542684647031475,"score_spread":0.3375993083384635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313401005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.258755,0.0089467,0.0009402602,0.21932608,0.004179638,0.010374986,0.02857194,0.0010619005,0.46784347],"genre_scores_gemma":[0.22353496,0.0018130951,0.000075354095,0.0020293582,0.00065394904,0.00020600685,0.0029222562,0.00007663413,0.7686884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99778986,0.00021634526,0.0008977996,0.00027000965,0.0003460987,0.00047990843],"domain_scores_gemma":[0.9988196,0.00044953616,0.00034588733,0.00013029155,0.00013815812,0.000116530675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006272059,0.00023613153,0.0005294624,0.0001849975,0.00026348257,0.0000057893367,0.00008019135,0.00032334577,0.00003361185],"category_scores_gemma":[0.00007292379,0.00023430353,0.00007962365,0.00009361302,0.0000883554,0.000028444181,0.000044695247,0.0003939287,0.000008536332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017311357,0.000017703373,0.05860473,0.00084078294,0.00006839589,0.0000018764947,0.003034676,0.0000015456577,0.0000030385825,0.87968916,0.056975108,0.0007456504],"study_design_scores_gemma":[0.0011142625,0.00017550537,0.19428575,0.0007464192,0.000048071008,0.0000011021077,0.0007830523,0.000014881982,6.145371e-7,0.78701025,0.015565846,0.0002542443],"about_ca_topic_score_codex":0.00024225403,"about_ca_topic_score_gemma":0.012830514,"teacher_disagreement_score":0.3008449,"about_ca_system_score_codex":0.00068143226,"about_ca_system_score_gemma":0.0012931157,"threshold_uncertainty_score":0.95546204},"labels":[],"label_agreement":null},{"id":"W4313401032","doi":"10.1007/978-3-031-17704-0_3","title":"Transnational Employment Strain: A Longstanding Feature of Migrant Farm Work","year":2023,"lang":"en","type":"book-chapter","venue":"Politics of citizenship and migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; York University","funders":"","keywords":"Overcrowding; Productivity; Government (linguistics); Spatial mismatch; Workforce; Farm workers; Work (physics); Pandemic; Demographic economics; Overtime; Business; Political science; Labour economics; Economic growth; Coronavirus disease 2019 (COVID-19); Geography; Economics; Medicine; Agriculture; Engineering","score_opus":0.0771712711845074,"score_gpt":0.3495049279883877,"score_spread":0.27233365680388033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313401032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17502375,0.0071030566,0.0016258124,0.1182541,0.0041748425,0.008147977,0.017624002,0.0007314159,0.66731507],"genre_scores_gemma":[0.4593423,0.00054068095,0.00012662413,0.00023266603,0.0003835226,0.000051999483,0.00082358305,0.00008793567,0.53841066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816835,0.000058506364,0.000715482,0.00026037413,0.0004542515,0.00034301434],"domain_scores_gemma":[0.9983111,0.00058598904,0.0004738041,0.00017371659,0.00035973362,0.00009567408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033189254,0.00029330346,0.0005674688,0.00026705995,0.00032646488,0.000006709388,0.000089346395,0.00043857738,0.000073419505],"category_scores_gemma":[0.00006022004,0.00026956768,0.0001673652,0.00005986957,0.0001527037,0.000022997929,0.00004814051,0.00044636414,0.0000040163986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045150562,0.000010603329,0.0053680264,0.0008336885,0.00022637325,0.0000030147503,0.0049070474,9.0798244e-7,0.000058411966,0.98104024,0.007076762,0.00042980036],"study_design_scores_gemma":[0.002255272,0.00044615212,0.04956167,0.0038334427,0.00083205214,0.000002722494,0.002370385,0.000012549664,0.0001181288,0.870631,0.06903632,0.00090030837],"about_ca_topic_score_codex":0.00003799333,"about_ca_topic_score_gemma":0.000756956,"teacher_disagreement_score":0.28431854,"about_ca_system_score_codex":0.00008055905,"about_ca_system_score_gemma":0.00013453259,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W4313401169","doi":"10.1007/978-3-031-17704-0_1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Politics of citizenship and migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; York University","funders":"","keywords":"Food security; Economic shortage; Agriculture; Business; Migrant workers; Pandemic; Coronavirus disease 2019 (COVID-19); Economic growth; Geography; Economics; Government (linguistics); Medicine","score_opus":0.06896474240026493,"score_gpt":0.35757013244368624,"score_spread":0.28860539004342134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313401169","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007847716,0.00077451253,0.000051039922,0.023534736,0.001995344,0.00074845384,0.0002660841,0.00022262249,0.9645595],"genre_scores_gemma":[0.016051166,0.0016673454,0.000022450904,0.00020437555,0.0029267068,0.000020201023,0.0002709951,0.000047389727,0.9787894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989299,0.0000377127,0.0004414409,0.00019667491,0.00017215346,0.00022211549],"domain_scores_gemma":[0.9990161,0.00025836128,0.00026600965,0.00016480236,0.00023833217,0.000056395744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021951704,0.00016774306,0.0003034302,0.00015671698,0.0003448258,0.0000041524495,0.000041097814,0.00029191998,0.00017322242],"category_scores_gemma":[0.00013329968,0.00015800957,0.00006006083,0.000019335608,0.00008538311,0.000023528786,0.00005841732,0.00030777848,0.00015244183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064842434,0.0000016089932,0.0009017025,0.00032417563,0.000054622156,5.6673264e-7,0.0007431538,9.0298684e-8,0.000021629785,0.79919887,0.19849278,0.00025431643],"study_design_scores_gemma":[0.00026703658,0.00008843762,0.0035420053,0.00036091637,0.00015913227,6.961185e-7,0.0003297838,0.0000036232236,0.000035566976,0.743136,0.25186568,0.0002111474],"about_ca_topic_score_codex":0.00006596043,"about_ca_topic_score_gemma":0.00022479391,"teacher_disagreement_score":0.0560629,"about_ca_system_score_codex":0.000042131458,"about_ca_system_score_gemma":0.000057181715,"threshold_uncertainty_score":0.64434433},"labels":[],"label_agreement":null},{"id":"W4313401204","doi":"10.1007/978-3-031-17704-0_4","title":"Transnational Employment Strain in Pandemic Times: Magnified Strains and Insufficient Resources","year":2023,"lang":"en","type":"book-chapter","venue":"Politics of citizenship and migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; York University","funders":"","keywords":"Pandemic; Socioeconomic status; Coronavirus disease 2019 (COVID-19); Economic growth; Psychological intervention; Migrant workers; Political science; Business; Demographic economics; Development economics; Economics; Environmental health; Medicine; Population; Infectious disease (medical specialty)","score_opus":0.0795851132853195,"score_gpt":0.3534649592841223,"score_spread":0.2738798459988028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313401204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7839904,0.0011595122,0.00003809721,0.012516723,0.00036888695,0.0018063888,0.0027117108,0.0001773553,0.19723094],"genre_scores_gemma":[0.7216192,0.0010259786,0.00003177408,0.00023996859,0.00017369565,0.00005066575,0.00041702218,0.00005271622,0.276389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99823284,0.00008508589,0.00072574295,0.0003013221,0.00031751275,0.00033750886],"domain_scores_gemma":[0.99890876,0.00049193384,0.00024546657,0.0001234669,0.00013437822,0.00009600489],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004755725,0.00025837898,0.00041726802,0.00034580583,0.00026125248,0.000011100151,0.000064634536,0.0003545455,0.00008052085],"category_scores_gemma":[0.00006411531,0.00024609704,0.0000572819,0.000038798782,0.00017131063,0.00002980048,0.000055381257,0.00042868656,0.000004912559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001942485,0.000015413918,0.009067358,0.00045162457,0.000062240804,0.000003400038,0.009434668,0.0000027786434,0.000068056615,0.9793123,0.0012011701,0.00036157208],"study_design_scores_gemma":[0.00209084,0.00040687132,0.22597267,0.0011349281,0.00020358362,0.0000026284854,0.0046489495,0.000067689776,0.000012239621,0.7534008,0.011419284,0.0006394853],"about_ca_topic_score_codex":0.00008409941,"about_ca_topic_score_gemma":0.0023520163,"teacher_disagreement_score":0.22591145,"about_ca_system_score_codex":0.00007818712,"about_ca_system_score_gemma":0.00011589441,"threshold_uncertainty_score":0.9999991},"labels":[],"label_agreement":null},{"id":"W4313417424","doi":"10.1177/00943061221142074b","title":"The Trouble with Passion: How Searching for Fulfillment at Work Fosters Inequality","year":2022,"lang":"en","type":"article","venue":"Contemporary Sociology A Journal of Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Passion; Inequality; Work (physics); Sociology; Psychology; Political science; Demographic economics; Economics; Social psychology; Mathematics; Engineering; Mechanical engineering; Mathematical analysis","score_opus":0.23792895988514254,"score_gpt":0.4378255813039631,"score_spread":0.19989662141882056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313417424","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16722661,0.5323642,0.00094239885,0.2919978,0.0023051596,0.0037180996,0.000028689616,0.00002589548,0.0013911602],"genre_scores_gemma":[0.9800859,0.0062406613,0.0002310468,0.0049987365,0.00051389216,0.0009176627,0.000017045673,0.000025423657,0.0069696507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938139,0.004468241,0.0009090556,0.00016799037,0.00023870745,0.00040212995],"domain_scores_gemma":[0.995321,0.0024691492,0.0016788241,0.000242174,0.00018702139,0.00010183088],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008442843,0.00017051437,0.0007371869,0.00004681379,0.0036653022,0.000007604131,0.00036205843,0.000066392364,0.00006950149],"category_scores_gemma":[0.00038471227,0.00008503024,0.00030142907,0.00010679713,0.00023207854,0.0001113382,0.0003792924,0.0009871905,0.0000054149514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018422783,0.00004467291,0.25009012,0.00016220422,0.0002771517,0.000015050572,0.028458301,0.000001519619,0.000019210975,0.0009051826,0.7077424,0.010441892],"study_design_scores_gemma":[0.0014456736,0.00073299947,0.0049493397,0.00022897686,0.00003145429,0.00000393255,0.004493882,7.1839685e-7,0.0000011877064,0.000714566,0.9872968,0.00010044224],"about_ca_topic_score_codex":0.0000040641794,"about_ca_topic_score_gemma":0.000008625643,"teacher_disagreement_score":0.81285924,"about_ca_system_score_codex":0.00025303842,"about_ca_system_score_gemma":0.00030779012,"threshold_uncertainty_score":0.9976318},"labels":[],"label_agreement":null},{"id":"W4313523177","doi":"10.1515/soeu-2021-0066","title":"Welfare States and Covid-19 Responses: Eastern versus Western Democracies","year":2022,"lang":"en","type":"article","venue":"Comparative Southeast European Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Windsor","funders":"","keywords":"Third wave; Typology; Coronavirus disease 2019 (COVID-19); Welfare state; Welfare; Government (linguistics); 2019-20 coronavirus outbreak; Demographic economics; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Development economics; Multivariate analysis; Economic growth; Political science; Geography; Demography; Economics; Sociology; Political economy; Outbreak; Medicine; Politics","score_opus":0.2969023438305766,"score_gpt":0.48110301294119534,"score_spread":0.18420066911061872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313523177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9351754,0.010997978,0.000102215155,0.020909518,0.001244029,0.0010797646,0.00054514915,0.00043724084,0.029508673],"genre_scores_gemma":[0.9799558,0.00035673776,0.000025529911,0.0013009862,0.00022030661,0.00025988085,0.000039509912,0.00005178848,0.017789472],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932626,0.004511934,0.00060948957,0.00058539974,0.00040241735,0.0006281694],"domain_scores_gemma":[0.9973494,0.0015125887,0.0003370233,0.0003467573,0.00021845932,0.00023578266],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012746407,0.0004039151,0.00069586653,0.00017501385,0.008440833,0.000027307242,0.00030929924,0.000022115235,0.00026601698],"category_scores_gemma":[0.00036079765,0.00033631967,0.00008673421,0.00026456083,0.0006332906,0.00011566881,0.002470568,0.00060500915,0.00038774838],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037823268,0.000108388434,0.47146973,0.0002975423,0.0010783232,0.00010699151,0.4844111,0.00012794207,0.000011687117,0.00317123,0.035091374,0.00034337933],"study_design_scores_gemma":[0.0024733727,0.00041717984,0.05642691,0.00004166776,0.00008291273,0.000003457718,0.5988447,0.00001961629,6.6015525e-7,0.00019803813,0.3411708,0.00032068518],"about_ca_topic_score_codex":0.000060494924,"about_ca_topic_score_gemma":0.0002496436,"teacher_disagreement_score":0.41504282,"about_ca_system_score_codex":0.00021177238,"about_ca_system_score_gemma":0.00008621588,"threshold_uncertainty_score":0.99990886},"labels":[],"label_agreement":null},{"id":"W4313729753","doi":"10.1093/heapro/daac173","title":"Considering social inequalities in health in COVID-19 response: insights from a French case study","year":2023,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Agence Nationale de la Recherche","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social inequality; Medicine; Environmental health; Virology; Mathematics","score_opus":0.2935429979524459,"score_gpt":0.5324390482619692,"score_spread":0.23889605030952327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313729753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.849999,0.00012606288,0.00012459586,0.14624232,0.0012500614,0.0017397726,0.00013158808,0.00022467675,0.0001619032],"genre_scores_gemma":[0.9924923,0.00011180788,0.000051332183,0.0049646385,0.00038065738,0.0008447179,0.0001985846,0.000026005813,0.0009299369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99269617,0.004224879,0.0015602857,0.0004665983,0.000455399,0.0005966726],"domain_scores_gemma":[0.9975375,0.0014779366,0.00049366255,0.00015705753,0.00012563291,0.00020819441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037467754,0.00019735172,0.0004670552,0.0009509883,0.001207318,0.00002168595,0.00015431232,0.00011840764,0.00047121238],"category_scores_gemma":[0.0011188536,0.00020093042,0.000043011147,0.00067230134,0.0000571747,0.00022527065,0.00024142052,0.0006660891,0.00012017082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025020377,0.00064631744,0.59484947,0.0003471818,0.000049872266,0.00081016624,0.38141608,0.000046802135,0.000004951205,0.0022641446,0.0178439,0.0014708875],"study_design_scores_gemma":[0.006801994,0.0005963447,0.752635,0.00069914485,0.0000029004498,0.000021257669,0.20465532,0.00051478436,4.6785266e-7,0.009559638,0.024219913,0.00029326262],"about_ca_topic_score_codex":0.08387955,"about_ca_topic_score_gemma":0.13125,"teacher_disagreement_score":0.17676076,"about_ca_system_score_codex":0.0021164247,"about_ca_system_score_gemma":0.0019359244,"threshold_uncertainty_score":0.9285836},"labels":[],"label_agreement":null},{"id":"W4314447494","doi":"10.1016/j.labeco.2023.102329","title":"Has COVID-19 induced labor market mismatch? Evidence from the US and the UK","year":2023,"lang":"en","type":"article","venue":"Labour Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Pandemic; Matching (statistics); Seekers; Economics; Labour economics; Job loss; 2019-20 coronavirus outbreak; Financial crisis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Unemployment; Demographic economics; Macroeconomics; Political science; Medicine","score_opus":0.12981276462218524,"score_gpt":0.3865528253323634,"score_spread":0.2567400607101782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4314447494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78219515,0.00064598676,0.0000027402755,0.21483321,0.0007137141,0.00055259495,0.00019396721,0.000090780566,0.00077186094],"genre_scores_gemma":[0.9540232,0.005180158,0.00002391661,0.032111764,0.0005776901,0.00021916305,0.000013717441,0.00002547919,0.007824953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998428,0.000494346,0.00036835103,0.00027184357,0.00006209941,0.0003753762],"domain_scores_gemma":[0.99289125,0.006325282,0.00019208404,0.00043412362,0.000046052573,0.00011118666],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015812892,0.00015327828,0.00027557305,0.000028486695,0.0019371859,0.000062485866,0.00033947823,0.00011657576,0.0008379202],"category_scores_gemma":[0.0012212666,0.000088370485,0.00004921573,0.00014989782,0.00021781854,0.00009477907,0.0004338117,0.00035987777,0.00038325484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025208897,0.0000055743485,0.8351225,0.00005989397,0.00013004901,0.000003197234,0.021104645,0.000013717998,0.000014096114,0.032176234,0.110729896,0.00038806553],"study_design_scores_gemma":[0.0017146202,0.00001801878,0.6587188,0.00008720475,0.00004318623,4.3656775e-7,0.0069184634,0.00011456366,0.000006451197,0.049342617,0.28286505,0.00017058493],"about_ca_topic_score_codex":0.009823105,"about_ca_topic_score_gemma":0.012274544,"teacher_disagreement_score":0.18272144,"about_ca_system_score_codex":0.000099941055,"about_ca_system_score_gemma":0.0002961012,"threshold_uncertainty_score":0.9993622},"labels":[],"label_agreement":null},{"id":"W4315645152","doi":"10.1108/heswbl-05-2022-0101","title":"Workforce's crisis-induced career shock, career preferences, job insecurity, layoff and perceived employability: examining variations based on gender, education level and ethnic origin","year":2023,"lang":"en","type":"article","venue":"Higher Education Skills and Work-based Learning","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université de Montréal","funders":"","keywords":"Layoff; Workforce; Employability; Demographic economics; Ethnic group; Shock (circulatory); Preference; Job security; Psychology; Social psychology; Labour economics; Work (physics); Political science; Unemployment; Economic growth; Economics; Medicine; Pedagogy","score_opus":0.2047504361458034,"score_gpt":0.4136871563988447,"score_spread":0.20893672025304127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315645152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912843,0.000895641,0.00007075738,0.0045478656,0.0013533377,0.0008376746,0.000015726775,0.00027383486,0.00072084233],"genre_scores_gemma":[0.9903001,0.00022278997,0.0004363445,0.002006945,0.00046697754,0.00067519135,0.00027071664,0.00006468421,0.0055562607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686927,0.00084560894,0.00053751783,0.00076373847,0.0004038604,0.00058002287],"domain_scores_gemma":[0.9975514,0.0011598447,0.0002629002,0.00034738175,0.00040027796,0.00027822773],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009131884,0.0003805074,0.00040148644,0.00043649488,0.0017366282,0.00010009905,0.00012290875,0.00032631843,0.00033358653],"category_scores_gemma":[0.00028682605,0.00035388334,0.000050403334,0.0008568507,0.0000889664,0.00019197178,0.00010601261,0.000933189,0.000038547973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029787481,0.00016910023,0.9699726,0.00020935277,0.00003135535,4.282986e-7,0.00939348,0.00013327789,0.00003339644,0.00067275733,0.0044558183,0.014898647],"study_design_scores_gemma":[0.0007292281,0.00012880297,0.9863589,0.00075570645,0.00009628711,2.7714523e-7,0.0015874961,0.000024229856,0.0000028606737,0.0004858706,0.009442019,0.00038834926],"about_ca_topic_score_codex":0.000634822,"about_ca_topic_score_gemma":0.00018682078,"teacher_disagreement_score":0.016386272,"about_ca_system_score_codex":0.00019480835,"about_ca_system_score_gemma":0.0010654982,"threshold_uncertainty_score":0.99989134},"labels":[],"label_agreement":null},{"id":"W4315702736","doi":"10.1177/00076503221148441","title":"Standing on the Shoulders of Goffman: Advancing a Relational Research Agenda on Stigma","year":2023,"lang":"en","type":"article","venue":"Business & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Stigma (botany); Typology; Phenomenon; Perspective (graphical); Sociology; Social psychology; Psychology; Epistemology","score_opus":0.38701417535086563,"score_gpt":0.5134954878501693,"score_spread":0.12648131249930367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315702736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91055626,0.00013852365,0.00016027509,0.07076661,0.00072591234,0.0009097643,0.00004677739,0.00019165402,0.016504245],"genre_scores_gemma":[0.9927712,0.0005154284,0.00007199901,0.0010839251,0.00036037434,0.00015286489,0.000030008858,0.00003284634,0.004981334],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99790186,0.00031041703,0.00030046646,0.00022636294,0.0007370742,0.00052380795],"domain_scores_gemma":[0.99609214,0.003056112,0.0001117701,0.00024527902,0.00046040228,0.00003430584],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026209804,0.000115945375,0.00017664897,0.00006866101,0.0025226688,0.000006580869,0.00014868887,0.00011083522,0.00023982402],"category_scores_gemma":[0.00082775595,0.00007633264,0.000099716155,0.0013189345,0.00016894263,0.0000675027,0.00020235176,0.00065391354,0.00017091875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086078086,0.000056625002,0.053806342,0.0003409835,0.000101255515,0.0000030419287,0.028766599,0.00042094168,0.0004352757,0.053108606,0.8621042,0.0007700545],"study_design_scores_gemma":[0.00096419477,0.00008174966,0.80435985,0.0013237285,0.000023493729,1.4089436e-7,0.07266892,0.0004455788,0.0000681693,0.0063988008,0.11344263,0.0002227286],"about_ca_topic_score_codex":0.00012653292,"about_ca_topic_score_gemma":0.000061001614,"teacher_disagreement_score":0.75055355,"about_ca_system_score_codex":0.00022745792,"about_ca_system_score_gemma":0.00020011548,"threshold_uncertainty_score":0.9987759},"labels":[],"label_agreement":null},{"id":"W4316092448","doi":"10.53841/bpswlb.2018.2.2.10","title":"Being always-on and work-life balance: Like fire and ice?","year":2018,"lang":"en","type":"article","venue":"The Work Life Balance Bulletin a DOP Publication","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Work (physics); Work–life balance; Balance (ability); Environmental science; Psychology; Engineering; Mechanical engineering","score_opus":0.029258499200521284,"score_gpt":0.3244727936054231,"score_spread":0.2952142944049018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316092448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56233346,0.0024729627,0.00009543392,0.40434223,0.00082961324,0.0013608541,0.000012289532,0.00038338875,0.028169759],"genre_scores_gemma":[0.95920783,0.0011241874,0.00020928404,0.025793513,0.0017572042,0.00046846783,0.00003627683,0.000044106764,0.011359142],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976829,0.0003954698,0.0004959083,0.00050242525,0.00031629932,0.000606973],"domain_scores_gemma":[0.99771047,0.00080762553,0.00034757913,0.00059727003,0.00030957977,0.00022749281],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012280417,0.00026775064,0.00032544963,0.00006947881,0.0020349417,0.0000891327,0.0003048665,0.00019103459,0.00064254814],"category_scores_gemma":[0.0010485195,0.00019196175,0.00003874217,0.0004971901,0.00034669528,0.00009928381,0.00031137918,0.0005283552,0.0008756492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016113208,0.00003030349,0.43432835,0.000044285804,0.000036746882,2.4822845e-7,0.0024251319,2.2492037e-7,0.0000046260916,0.003595944,0.5558165,0.0035565163],"study_design_scores_gemma":[0.00063566834,0.000063771724,0.43145996,0.00032654434,0.000024192223,5.7115744e-7,0.0004892013,0.000024405232,0.0000020145499,0.00039324112,0.5663874,0.00019298964],"about_ca_topic_score_codex":0.00006653552,"about_ca_topic_score_gemma":0.000008395387,"teacher_disagreement_score":0.39687437,"about_ca_system_score_codex":0.000060472998,"about_ca_system_score_gemma":0.00007683783,"threshold_uncertainty_score":0.9999023},"labels":[],"label_agreement":null},{"id":"W4316193302","doi":"10.1177/02610183221142261a","title":"Book Review: <i>Women, Precarious Work and Care: The Failure of Family-Friendly, Rights</i> by Emily Grabham","year":2023,"lang":"en","type":"article","venue":"Critical Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Family-friendly; Environmentally friendly; Care work; Sociology; Engineering; Mechanical engineering","score_opus":0.02625222938808892,"score_gpt":0.40692557242290484,"score_spread":0.3806733430348159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316193302","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032699082,0.2468449,0.000011015522,0.6978559,0.0006925283,0.0018749613,0.00044250407,0.0004114293,0.019167693],"genre_scores_gemma":[0.7166505,0.042408142,0.000027653647,0.20916446,0.0064230966,0.0021921494,0.00014307142,0.0001458351,0.022845132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779695,0.00041270175,0.0004519476,0.00024488525,0.00030121038,0.00079229334],"domain_scores_gemma":[0.99868274,0.0006994422,0.00007375015,0.00019370345,0.00019974007,0.00015063447],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00035324594,0.00018941212,0.00045278142,0.000046153626,0.0019079038,0.000010514261,0.0002013294,0.00018971076,0.00011630489],"category_scores_gemma":[0.0007165169,0.00012724623,0.000101909514,0.0006118105,0.00067916786,0.00006791337,0.00030174028,0.00048617614,0.00008634435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011017065,0.000015000748,0.00042210566,0.0008756977,0.000028150296,0.0000018284966,0.014158285,5.2907247e-9,0.000017741775,0.026380071,0.9571754,0.00091472344],"study_design_scores_gemma":[0.00027763203,0.00005634744,0.0032859177,0.00032054482,0.00005194772,1.3471295e-7,0.0035599058,6.782897e-8,0.000005627095,0.006021815,0.9862816,0.00013849862],"about_ca_topic_score_codex":0.0008513036,"about_ca_topic_score_gemma":0.000044032873,"teacher_disagreement_score":0.6839514,"about_ca_system_score_codex":0.0001580222,"about_ca_system_score_gemma":0.0001318155,"threshold_uncertainty_score":0.9993915},"labels":[],"label_agreement":null},{"id":"W4316500428","doi":"10.4324/9781003367055-6","title":"Consuming the neighbourhood? Temporary highly skilled migrants in Montreal's Mile End","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Mile; Geography; Mathematics; Geodesy","score_opus":0.0631828803543362,"score_gpt":0.3520258858528551,"score_spread":0.28884300549851893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316500428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019983016,0.001613731,0.0000015599562,0.010791918,0.0014010147,0.0017612706,0.00016121982,0.00033979985,0.9819312],"genre_scores_gemma":[0.04734047,0.0024429404,0.000010193719,0.001499262,0.0005212104,0.00023959196,0.00013915385,0.00013728111,0.9476699],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711394,0.00016966595,0.0010231233,0.0005490847,0.00042942617,0.0007147846],"domain_scores_gemma":[0.9968791,0.0019113992,0.0003928372,0.000597095,0.000111625675,0.00010796896],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006732014,0.0005297988,0.00084799546,0.0002900844,0.0009691774,0.000013669738,0.00037503062,0.0006065933,0.0047566793],"category_scores_gemma":[0.00009965388,0.00033353476,0.00021603896,0.00009056402,0.0001717121,0.00007097215,0.000493679,0.0013510833,0.0033458793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014276616,0.000058693604,0.17185465,0.00049691857,0.0006637756,0.00031250753,0.0069538895,9.079497e-7,0.0000056139406,0.16851713,0.63890433,0.012088846],"study_design_scores_gemma":[0.0029044945,0.00009630807,0.20041357,0.0032954745,0.000197753,0.000001935223,0.0033645974,0.0000135071405,0.0000027550207,0.048294257,0.74030244,0.0011129368],"about_ca_topic_score_codex":0.015380002,"about_ca_topic_score_gemma":0.06877203,"teacher_disagreement_score":0.120222874,"about_ca_system_score_codex":0.00012135175,"about_ca_system_score_gemma":0.0001980271,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W4317467825","doi":"10.1016/j.socscimed.2023.115694","title":"Precarious employment and workplace health outcomes in Britain","year":2023,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Department for Business, Innovation and Skills; Royal Economic Society; Institute of Social and Economic Research, Memorial University of Newfoundland; Society of Labor Economists; University of Essex","keywords":"Sociology; Demographic economics; Political science; Labour economics; Economic growth; Economics","score_opus":0.07495094033390985,"score_gpt":0.4729485592347061,"score_spread":0.3979976189007962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317467825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8165143,0.000432575,0.0000055766295,0.17394996,0.00080312055,0.00065992377,0.0000036750475,0.00014916674,0.007481691],"genre_scores_gemma":[0.9887727,0.00026637444,0.000004139405,0.0038680544,0.00031389293,0.00008907199,0.000003904249,0.000009728124,0.0066721714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978024,0.000181046,0.00037860754,0.00030308613,0.00054928067,0.0007855858],"domain_scores_gemma":[0.9992789,0.00029339225,0.000112357346,0.0001027474,0.000060603696,0.00015202023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033105537,0.00011439673,0.00036832347,0.00023287862,0.0018387272,0.000005881314,0.0001713983,0.000054162858,0.000054326727],"category_scores_gemma":[0.0004937556,0.00008317929,0.000017991906,0.0013931546,0.0007617504,0.000098036086,0.00018361479,0.00027798017,0.000030915016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065316085,0.000012314927,0.86220586,0.000030190231,0.0000039296183,0.0000033471006,0.10581079,1.3323275e-7,0.000024861492,0.0022766914,0.019250343,0.010375009],"study_design_scores_gemma":[0.00087178097,0.000099353594,0.9673439,0.00017363072,0.000003902287,1.335271e-7,0.015471994,0.0000061353767,6.1707925e-7,0.0022413835,0.013701478,0.000085664855],"about_ca_topic_score_codex":0.0042284834,"about_ca_topic_score_gemma":0.0032213444,"teacher_disagreement_score":0.17225835,"about_ca_system_score_codex":0.00030292026,"about_ca_system_score_gemma":0.000304732,"threshold_uncertainty_score":0.99946076},"labels":[],"label_agreement":null},{"id":"W4317708766","doi":"10.1080/08959420.2022.2139984","title":"Working More and Making Less: Post-Retirement Aged Immigrant Women Care Workers in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Aging & Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Demographic economics; Pension; Government (linguistics); Wage; Labour economics; Economics; Business; Political science","score_opus":0.05627390303016759,"score_gpt":0.4033458295625298,"score_spread":0.3470719265323622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317708766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645097,0.0004842759,5.5677015e-7,0.03385007,0.00053893705,0.0001535738,0.0000056992735,0.000019739346,0.0004374462],"genre_scores_gemma":[0.9961746,0.00016457861,0.000012603479,0.0018679854,0.0015297602,0.000013485858,0.0000019467134,0.000023633429,0.00021145206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806774,0.00021508509,0.0005657101,0.00011772545,0.0003679408,0.0006657834],"domain_scores_gemma":[0.99916965,0.0001539097,0.0003987397,0.000061346866,0.00012543607,0.00009091726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059650093,0.00014200313,0.00036583396,0.00030357737,0.00090220664,0.000015985575,0.00013264704,0.00005925407,0.000009988145],"category_scores_gemma":[0.00012230004,0.00012418753,0.000059258684,0.0005260163,0.000042591342,0.00007220013,0.00014918318,0.00060956896,0.0000014438968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038950922,0.0000045146917,0.76749253,0.000119107615,0.000067155604,0.00008291811,0.21373428,0.00001598729,0.000029653165,0.000061137376,0.004123478,0.014230282],"study_design_scores_gemma":[0.000528875,0.000015538175,0.6132916,0.00058563054,0.000010276781,5.364563e-7,0.38312274,0.0000015373296,0.0000010394664,0.000086689724,0.0022726909,0.000082805724],"about_ca_topic_score_codex":0.75778365,"about_ca_topic_score_gemma":0.8064384,"teacher_disagreement_score":0.16938847,"about_ca_system_score_codex":0.0031451718,"about_ca_system_score_gemma":0.0018100096,"threshold_uncertainty_score":0.8224515},"labels":[],"label_agreement":null},{"id":"W4318466139","doi":"10.1177/00221856231151964","title":"Temporary talent: Wage penalties among highly educated temporary workers in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Earnings; Distribution (mathematics); Wage; Demographic economics; Labour economics; Educational attainment; Economics; Work (physics); Business; Economic growth","score_opus":0.09894716349004916,"score_gpt":0.35809191178844263,"score_spread":0.25914474829839346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318466139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654766,0.00022010127,0.0000020840926,0.024032176,0.0033971088,0.00041196015,0.00003109962,0.00003413189,0.006394737],"genre_scores_gemma":[0.98813295,0.00009109033,0.000010319312,0.0001797807,0.0009878898,0.000024079944,0.000045619818,0.000025176792,0.010503114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997144,0.00046067234,0.0013693582,0.00013475663,0.00047119733,0.00042001225],"domain_scores_gemma":[0.99751085,0.0010905282,0.00087832176,0.0001482877,0.00018894496,0.0001830514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069802,0.00016417626,0.00040074365,0.0005529744,0.0006159887,0.00001190545,0.00020451554,0.00022927235,0.00025336133],"category_scores_gemma":[0.00084611896,0.00013567788,0.00009797611,0.0012501759,0.000058774673,0.00040690097,0.000099470846,0.0016939362,0.000042263833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046084624,0.000015901986,0.6098392,0.0000052477585,0.000052982723,0.000056740104,0.00051492493,0.0001830919,0.0000029487132,0.000042792144,0.38904494,0.00019514067],"study_design_scores_gemma":[0.0019761475,0.00006560771,0.9352786,0.0009513388,0.00004450414,0.0000023820344,0.026213588,0.000035696372,0.0000055374726,0.00026013865,0.034984723,0.00018172117],"about_ca_topic_score_codex":0.59091544,"about_ca_topic_score_gemma":0.48833483,"teacher_disagreement_score":0.35406023,"about_ca_system_score_codex":0.00089676835,"about_ca_system_score_gemma":0.006029462,"threshold_uncertainty_score":0.9996054},"labels":[],"label_agreement":null},{"id":"W4318486623","doi":"10.32920/21977012.v1","title":"Closing the Employment Standards Enforcement Gap: An Agenda For Change","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Closing (real estate); Enforcement; General partnership; Christian ministry; Political science; Law enforcement; Public administration; Public relations; Business; Law","score_opus":0.47945326251550513,"score_gpt":0.5422975561029384,"score_spread":0.06284429358743326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318486623","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09860718,0.008048157,0.044266734,0.34531993,0.09704952,0.11888853,0.019505508,0.009909207,0.25840524],"genre_scores_gemma":[0.56802964,0.008097705,0.002087238,0.033651646,0.019654168,0.08020045,0.004053433,0.00092703005,0.28329867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963361,0.00038440537,0.0008386544,0.0006841196,0.0007834621,0.0009732757],"domain_scores_gemma":[0.99746114,0.0005810871,0.00039149835,0.00092435844,0.0005210759,0.00012086156],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002856592,0.00046286327,0.0005743885,0.00013075728,0.0024519952,0.00005161882,0.00053742074,0.00036132522,0.0010177885],"category_scores_gemma":[0.0001570849,0.0002885738,0.00025843625,0.00010709626,0.000078301164,0.00008493399,0.0020796368,0.00087588676,0.000097938915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026815647,0.00013846662,0.016023746,0.002502014,0.000906538,0.0000066896732,0.064002745,0.000039930877,0.000013091772,0.054963212,0.83646876,0.02466665],"study_design_scores_gemma":[0.0010178756,0.00028524076,0.0069526765,0.0011707305,0.00023243694,1.2323315e-7,0.012281124,0.00025885587,0.000029531302,0.01519605,0.96199566,0.0005797005],"about_ca_topic_score_codex":0.0045309714,"about_ca_topic_score_gemma":0.005304244,"teacher_disagreement_score":0.46942246,"about_ca_system_score_codex":0.0006802254,"about_ca_system_score_gemma":0.00042829118,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W4318586524","doi":"10.32920/21977012","title":"Closing the Employment Standards Enforcement Gap: An Agenda For Change","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Closing (real estate); Enforcement; Business; Political science; Law; Finance","score_opus":0.47945326251550513,"score_gpt":0.5422975561029384,"score_spread":0.06284429358743326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318586524","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09860718,0.008048157,0.044266734,0.34531993,0.09704952,0.11888853,0.019505508,0.009909207,0.25840524],"genre_scores_gemma":[0.56802964,0.008097705,0.002087238,0.033651646,0.019654168,0.08020045,0.004053433,0.00092703005,0.28329867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963361,0.00038440537,0.0008386544,0.0006841196,0.0007834621,0.0009732757],"domain_scores_gemma":[0.99746114,0.0005810871,0.00039149835,0.00092435844,0.0005210759,0.00012086156],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002856592,0.00046286327,0.0005743885,0.00013075728,0.0024519952,0.00005161882,0.00053742074,0.00036132522,0.0010177885],"category_scores_gemma":[0.0001570849,0.0002885738,0.00025843625,0.00010709626,0.000078301164,0.00008493399,0.0020796368,0.00087588676,0.000097938915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026815647,0.00013846662,0.016023746,0.002502014,0.000906538,0.0000066896732,0.064002745,0.000039930877,0.000013091772,0.054963212,0.83646876,0.02466665],"study_design_scores_gemma":[0.0010178756,0.00028524076,0.0069526765,0.0011707305,0.00023243694,1.2323315e-7,0.012281124,0.00025885587,0.000029531302,0.01519605,0.96199566,0.0005797005],"about_ca_topic_score_codex":0.0045309714,"about_ca_topic_score_gemma":0.005304244,"teacher_disagreement_score":0.46942246,"about_ca_system_score_codex":0.0006802254,"about_ca_system_score_gemma":0.00042829118,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W4318587330","doi":"10.2139/ssrn.4338235","title":"The Employment Effects of a Pandemic Wage Subsidy","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Statistics Canada; University of Toronto","funders":"","keywords":"Subsidy; Pandemic; Wage; Labour economics; Economics; Coronavirus disease 2019 (COVID-19); Business; Medicine","score_opus":0.025814272673914864,"score_gpt":0.3753185948290664,"score_spread":0.34950432215515154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318587330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858781,0.006361765,0.00011518166,0.004572115,0.0010230178,0.0005205986,0.0000015738566,0.00013003213,0.0013976047],"genre_scores_gemma":[0.9436999,0.035039157,0.0000015876958,0.00012240245,0.00037433824,0.00007304524,0.0000022560002,0.000027453074,0.020659873],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99595696,0.0004284183,0.0004641603,0.00013323013,0.00032346917,0.0026937523],"domain_scores_gemma":[0.99820465,0.0011671351,0.00026619862,0.00019471679,0.00010613151,0.00006117556],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032551284,0.00014043786,0.00023283927,0.00009426905,0.0017679819,0.000007712614,0.0002845713,0.00008173236,0.000015081544],"category_scores_gemma":[0.0002685403,0.000083167724,0.00012660134,0.0003279295,0.00007027382,0.000058601374,0.00013198171,0.0020109108,0.00019504197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023566106,0.000085120846,0.7037762,0.00015885873,0.0011465014,0.000015761094,0.0065209456,0.0000054396633,0.0020537262,0.21120426,0.020501973,0.054295607],"study_design_scores_gemma":[0.00533025,0.0017157592,0.33572835,0.0006454391,0.00027593487,0.000044518798,0.03207102,0.000028119974,0.00031221684,0.5279436,0.09535697,0.0005478245],"about_ca_topic_score_codex":0.00012625309,"about_ca_topic_score_gemma":0.0024690153,"teacher_disagreement_score":0.3680478,"about_ca_system_score_codex":0.00052060443,"about_ca_system_score_gemma":0.0011434987,"threshold_uncertainty_score":0.99953157},"labels":[],"label_agreement":null},{"id":"W4318715171","doi":"10.2139/ssrn.4200234","title":"Why Do Drinkers Earn More? Job Characteristics as a Possible Link","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; McMaster University; York University","funders":"","keywords":"Link (geometry); Business; Labour economics; Demographic economics; Economics; Computer science","score_opus":0.019754761134077002,"score_gpt":0.34949143011112976,"score_spread":0.3297366689770528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318715171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91183466,0.0037672496,0.00026233017,0.068347774,0.00219018,0.0006122095,0.000024584599,0.00016582473,0.012795203],"genre_scores_gemma":[0.9436678,0.005318157,0.000023304603,0.0064705187,0.0017701191,0.00014360674,0.000021107644,0.00008037949,0.04250499],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947886,0.00053632294,0.0005861908,0.00026767442,0.000582245,0.0032389984],"domain_scores_gemma":[0.9989024,0.00015100394,0.00038837903,0.00025107022,0.00015735866,0.00014983259],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023224524,0.00022877917,0.00034332354,0.00019075589,0.004342726,0.000031069823,0.00042348413,0.000092623675,0.0016142316],"category_scores_gemma":[0.00013895934,0.00020490466,0.00016763216,0.00031268326,0.00005865732,0.00013437595,0.00038224005,0.0064159813,0.00021647949],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006455346,0.0002071145,0.69491756,0.000073538264,0.0010664071,0.0000861378,0.014211412,0.00001783224,0.00026556855,0.19878326,0.061171807,0.02855382],"study_design_scores_gemma":[0.0031450486,0.001711658,0.07222136,0.00011854872,0.0001976383,0.00036619234,0.056180604,0.00003207976,0.00000667254,0.16762897,0.6976762,0.00071503595],"about_ca_topic_score_codex":0.0003674688,"about_ca_topic_score_gemma":0.00037492195,"teacher_disagreement_score":0.6365044,"about_ca_system_score_codex":0.0018204502,"about_ca_system_score_gemma":0.0029739046,"threshold_uncertainty_score":0.99929845},"labels":[],"label_agreement":null},{"id":"W4318755422","doi":"10.1111/cars.12416","title":"Employment success of social assistance recipients: A provincial analysis by industry","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Social assistance; Operations management; Economic growth; Economics","score_opus":0.07952196330008687,"score_gpt":0.38993620215549735,"score_spread":0.3104142388554105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318755422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96401024,0.008989167,0.0000070733004,0.020182263,0.00060990336,0.0010799292,0.00252214,0.00009434492,0.002504963],"genre_scores_gemma":[0.9847169,0.0061143055,0.000029101233,0.0046653496,0.0003205026,0.0006005666,0.00089512754,0.000044036362,0.002614131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948052,0.0012096978,0.0013313534,0.00057778094,0.00012697221,0.0019489839],"domain_scores_gemma":[0.99669343,0.00072160247,0.0009545968,0.00045375942,0.0005719434,0.00060466124],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032591377,0.00035497738,0.0016652858,0.0004700223,0.0009806642,0.0000027499868,0.00071118015,0.0012072411,0.00068352325],"category_scores_gemma":[0.0018710004,0.000346883,0.00053307327,0.0014745512,0.0011004753,0.00007360212,0.00015020967,0.0013072888,0.00004273526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010393928,0.000018430914,0.792021,0.0026727028,0.00088991993,0.000018614253,0.009105621,0.0000015016236,0.000042858628,0.0036671194,0.19080472,0.000747139],"study_design_scores_gemma":[0.0004519325,0.00012442924,0.93437594,0.0016379638,0.00092948705,5.505944e-7,0.013490436,0.0000056164995,0.0000042906513,0.0014323228,0.04712243,0.00042462396],"about_ca_topic_score_codex":0.057439722,"about_ca_topic_score_gemma":0.42402154,"teacher_disagreement_score":0.36658183,"about_ca_system_score_codex":0.0026734169,"about_ca_system_score_gemma":0.0023673296,"threshold_uncertainty_score":0.9998983},"labels":[],"label_agreement":null},{"id":"W4318824603","doi":"10.3390/ijerph20032594","title":"Austerity Measures and Underfunding of the Spanish Health System during the COVID-19 Pandemic—Perception of Healthcare Staff in Spain","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Austerity; Pandemic; Preparedness; Health care; Thematic analysis; Economic shortage; Coronavirus disease 2019 (COVID-19); Healthcare system; Medicine; Government (linguistics); Political science; Nursing; Economic growth; Business; Qualitative research; Sociology; Economics; Politics","score_opus":0.2955971086817648,"score_gpt":0.49891547435041916,"score_spread":0.20331836566865436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318824603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8752604,0.0008507775,0.00003238738,0.1230131,0.00022194274,0.00046545343,0.00010452493,0.0000069763505,0.00004441335],"genre_scores_gemma":[0.98997825,0.009221054,0.000012162485,0.0004823637,0.000136771,0.000013698838,0.000006020175,0.000009769221,0.00013991544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99485,0.002386973,0.0009075512,0.00015282174,0.0012119199,0.0004907277],"domain_scores_gemma":[0.9979844,0.0008492142,0.0006036395,0.00012706427,0.000104849205,0.00033083392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010784771,0.000091881804,0.00028818197,0.0003464884,0.0007684899,0.000018547453,0.00031613064,0.00006238811,0.000035794033],"category_scores_gemma":[0.00053651154,0.00005742519,0.00004730689,0.00024527346,0.0003417405,0.00014836392,0.00042416097,0.0007501701,0.0000014749311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001280877,0.00009196977,0.9795096,0.00072362414,0.00005077454,0.0000037119723,0.010955779,0.000006749345,0.00029283285,0.0010718727,0.0004934291,0.0066715605],"study_design_scores_gemma":[0.0009399117,0.00031527056,0.8990331,0.0004472448,0.0000011920204,0.000030958818,0.0943963,0.000025108096,0.0000016133974,0.00036638492,0.004401988,0.000040921677],"about_ca_topic_score_codex":0.004563337,"about_ca_topic_score_gemma":0.002997618,"teacher_disagreement_score":0.12253074,"about_ca_system_score_codex":0.0019903842,"about_ca_system_score_gemma":0.0008756561,"threshold_uncertainty_score":0.6898431},"labels":[],"label_agreement":null},{"id":"W4319039221","doi":"10.1177/09500170221146916","title":"Are All the Stable Jobs Gone? The Transformation of the Worker–Firm Relationship and Trends in Job Tenure Duration and Separations in Canada, 1976–2015","year":2023,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"Social Sciences and Humanities Research Council of Canada; Sage Foundation; Russell Sage Foundation","keywords":"Duration (music); Demographic economics; Job creation; Labour economics; Economics","score_opus":0.06671979769122091,"score_gpt":0.35466843010262966,"score_spread":0.2879486324114088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319039221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276833,0.0008035017,0.0000046603022,0.07021041,0.00012942504,0.00055727275,0.000023502676,0.00001643792,0.0005714782],"genre_scores_gemma":[0.9955867,0.0006967201,0.0000066156,0.0006161773,0.000035862817,0.00016078407,0.000022971317,0.000008900797,0.002865277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986829,0.00027981403,0.0004309513,0.0001411267,0.00020808037,0.00025710394],"domain_scores_gemma":[0.9990948,0.0005011549,0.00018492277,0.00015145454,0.00003683008,0.000030849224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086983416,0.00011840908,0.00016309298,0.000037334903,0.0011398608,0.000017325288,0.000070171496,0.00008697019,0.000012147999],"category_scores_gemma":[0.000033625314,0.00006369798,0.000038323822,0.00075467955,0.00010075105,0.00011805041,0.00007090377,0.00037888048,8.82833e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011444103,0.0000069406465,0.91940856,0.000022634325,0.000025077701,1.7582914e-7,0.043098208,0.000050690953,0.0000030509273,0.000879044,0.03601125,0.0004829046],"study_design_scores_gemma":[0.00046097566,0.000007858951,0.96076405,0.00012440122,0.000029855657,1.8742618e-7,0.029829076,0.00023539434,0.0000011766407,0.0005558991,0.0079211695,0.000069977425],"about_ca_topic_score_codex":0.05972123,"about_ca_topic_score_gemma":0.77459145,"teacher_disagreement_score":0.7148702,"about_ca_system_score_codex":0.00014429311,"about_ca_system_score_gemma":0.00009499847,"threshold_uncertainty_score":0.9465402},"labels":[],"label_agreement":null},{"id":"W4319296169","doi":"10.1108/oxan-db275805","title":"US tech labour market will be selectively tight","year":2023,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Severance; Restructuring; Quarter (Canadian coin); Business; Labour economics; Real estate; Profitability index; High tech; Economics; Finance","score_opus":0.04462682283619103,"score_gpt":0.3810240025901659,"score_spread":0.3363971797539749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319296169","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11212966,0.0005959562,0.000040511964,0.8685657,0.000632531,0.00080708734,0.000051314553,0.0015136335,0.015663601],"genre_scores_gemma":[0.03910679,0.0017567594,0.0003885897,0.6182974,0.0014900687,0.00090511004,0.000090877846,0.00016125552,0.33780316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757236,0.00021694359,0.00044233457,0.00045944474,0.0003596321,0.00094930857],"domain_scores_gemma":[0.9989338,0.0003093429,0.00013151923,0.00029450073,0.00019864325,0.00013218423],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047273372,0.0002770592,0.00036916658,0.00015109715,0.0015745518,0.00001796188,0.00024110633,0.00019537062,0.0033369942],"category_scores_gemma":[0.00024749397,0.00024340402,0.000104982115,0.0007917702,0.0000778169,0.0002602205,0.00030731558,0.000483881,0.0007200123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004175028,0.000025094583,0.0074370923,0.000049545306,0.00007075084,0.000015389513,0.0069378796,2.3200897e-7,0.0012315563,0.0013644093,0.98210335,0.0007229674],"study_design_scores_gemma":[0.00058136065,0.000051419473,0.092313044,0.00009452247,0.000007780361,0.0000011244086,0.00017132811,0.000016844344,0.00021966365,0.0013052938,0.90496176,0.00027586188],"about_ca_topic_score_codex":0.029676806,"about_ca_topic_score_gemma":0.00045282475,"teacher_disagreement_score":0.32213956,"about_ca_system_score_codex":0.00011922402,"about_ca_system_score_gemma":0.00009583638,"threshold_uncertainty_score":0.9997253},"labels":[],"label_agreement":null},{"id":"W4319436438","doi":"10.1007/978-3-319-57365-6_217-1","title":"Labor Standards","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Labor relations; Labour economics; Business; The labor problem; Economics; Engineering","score_opus":0.06546339213440805,"score_gpt":0.4231637562234727,"score_spread":0.35770036408906464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319436438","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014893775,0.0027731275,0.000020037098,0.0066357977,0.0012247367,0.00034615948,0.00048814178,0.00017134781,0.9883258],"genre_scores_gemma":[0.00005889625,0.002129459,0.0000583612,0.003161877,0.0008632632,0.00003058903,0.00009814357,0.0000614338,0.99353796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859685,0.000036785023,0.00037365934,0.00027149264,0.00042484523,0.00029637397],"domain_scores_gemma":[0.9986396,0.00017181606,0.00013309822,0.00030763666,0.0006760903,0.00007178358],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026725564,0.00023593854,0.00043901204,0.000056046847,0.00053525076,0.0000052464725,0.00009451043,0.00039700384,0.07244856],"category_scores_gemma":[0.00006094927,0.00018343996,0.000111594665,0.000016375607,0.0000447393,0.000024423553,0.00026341915,0.000676497,0.0010442443],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055891337,0.0000021149747,0.00047403574,0.00010703397,0.00008334495,0.000014510334,0.00020642143,5.886716e-9,5.9132424e-7,0.5371231,0.46096906,0.0010141871],"study_design_scores_gemma":[0.00022890282,0.000023967954,0.0002296407,0.000498635,0.00004762611,1.83881e-7,0.00025490366,5.994565e-8,0.0000012506315,0.011350907,0.9871612,0.00020269881],"about_ca_topic_score_codex":0.00004830498,"about_ca_topic_score_gemma":0.0007321808,"teacher_disagreement_score":0.5261922,"about_ca_system_score_codex":0.00019483542,"about_ca_system_score_gemma":0.00058587646,"threshold_uncertainty_score":0.99973357},"labels":[],"label_agreement":null},{"id":"W4319790769","doi":"10.1002/mhw.33525","title":"In Case You Haven't Heard…","year":2023,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Workforce; Work (physics); Spouse; Psychology; Quarter (Canadian coin); Public relations; Nursing; Business; Medicine; Political science; Psychiatry; Engineering","score_opus":0.09645641545723753,"score_gpt":0.4804713602712096,"score_spread":0.3840149448139721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319790769","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49457482,0.0003222485,0.00000188257,0.49554926,0.0019543227,0.0012029601,0.00010145288,0.00026267546,0.006030356],"genre_scores_gemma":[0.5816323,0.00076260086,0.00007343312,0.016828496,0.0005694312,0.00045925842,0.00014350431,0.00006410545,0.39946687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756384,0.000377457,0.00059414544,0.000290881,0.00022005277,0.00095364713],"domain_scores_gemma":[0.99930835,0.00014304125,0.000115608906,0.00021152277,0.000025178779,0.00019629805],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010687114,0.0001565849,0.00031868304,0.00021107086,0.0013623064,0.0000044997605,0.000087738066,0.00008769041,0.00047685037],"category_scores_gemma":[0.000029678327,0.0001433115,0.00005024182,0.0005186919,0.00004299248,0.00010816666,0.0001986685,0.00042412436,0.0027790938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040843766,0.00006308352,0.113700286,0.00030807263,0.000009181691,0.00043334335,0.011489412,7.5310373e-7,0.000010331516,0.000557335,0.8710416,0.0023457913],"study_design_scores_gemma":[0.0017787855,0.00027642265,0.100964315,0.0002989281,0.000002979931,0.000044347304,0.025630603,0.000056569024,0.0000042563975,0.0005003992,0.870238,0.00020438615],"about_ca_topic_score_codex":0.008126733,"about_ca_topic_score_gemma":0.00898198,"teacher_disagreement_score":0.47872078,"about_ca_system_score_codex":0.00044889512,"about_ca_system_score_gemma":0.00018257853,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W4319916528","doi":"10.3138/jmvfh-2022-0056","title":"Volunteering behaviours among UK military Veterans during the COVID-19 pandemic and associations with health and well-being","year":2023,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Government of the United Kingdom","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Military service; Mental health; Population; Volunteer; Gerontology; Service member; Psychology; Medicine; Military personnel; Political science; Psychiatry; Environmental health; Infectious disease (medical specialty); Disease; Law","score_opus":0.05839109833702793,"score_gpt":0.3779686160370469,"score_spread":0.31957751770001896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319916528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520961,0.03155922,0.00004442118,0.015181513,0.00031154364,0.00063099794,0.000058606543,0.00006773747,0.000049847924],"genre_scores_gemma":[0.9495504,0.04171112,0.00010906297,0.008162732,0.00023394683,0.000020257206,0.00001771696,0.000032562653,0.00016221935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967698,0.00081167195,0.0010256312,0.0002957607,0.00036646545,0.0007306708],"domain_scores_gemma":[0.99772084,0.0008711097,0.00037638994,0.00018113128,0.0001003508,0.0007501798],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028178173,0.0002587366,0.0006592458,0.00028307046,0.003365258,0.000008694053,0.00012681879,0.00010064503,0.0000071557083],"category_scores_gemma":[0.00013383602,0.00017582193,0.00007501257,0.00027043483,0.0002464464,0.00022531529,0.00012650665,0.00095542026,0.0000013118773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017341097,0.00001781966,0.91905534,0.00054873805,0.000094824085,0.00002899937,0.075190015,0.000018052824,0.00001404656,0.000015927164,0.0038927745,0.0009500698],"study_design_scores_gemma":[0.0020447907,0.0008407191,0.95354444,0.0005638584,0.0000361482,0.000076213684,0.041207556,0.00007927516,7.316433e-8,0.00013750773,0.001310327,0.00015907535],"about_ca_topic_score_codex":0.011668499,"about_ca_topic_score_gemma":0.0071482062,"teacher_disagreement_score":0.034489136,"about_ca_system_score_codex":0.00037445236,"about_ca_system_score_gemma":0.00050062226,"threshold_uncertainty_score":0.9979322},"labels":[],"label_agreement":null},{"id":"W4320079857","doi":"10.1007/978-3-319-69909-7_3564-2","title":"Rural Seniors","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Saskatchewan; Thompson Rivers University; Prince Albert Grand Council; University of Regina","funders":"","keywords":"Geography","score_opus":0.05898663121170084,"score_gpt":0.38310453060460004,"score_spread":0.3241178993928992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320079857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004935386,0.00042393248,0.0000019596978,0.0052499548,0.0017024912,0.0005246553,0.00005538987,0.0002525912,0.9917397],"genre_scores_gemma":[0.00037622472,0.00072496076,0.000016290478,0.0022151058,0.00062215846,0.00008728183,0.00011779784,0.00006597555,0.9957742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988125,0.000043448686,0.00036226798,0.00019105081,0.0002734171,0.00031733426],"domain_scores_gemma":[0.99926966,0.00018718824,0.00016203885,0.00026489157,0.000055294367,0.000060900587],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016415186,0.00023434205,0.00034575,0.000088978966,0.0011470167,0.0000022371728,0.00014274787,0.00021517336,0.198523],"category_scores_gemma":[0.000011165737,0.00018710546,0.00013808097,0.00001328064,0.00004153925,0.00003278927,0.0005020983,0.0009940062,0.0030729568],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000806477,0.0000024067663,0.00096578937,0.000045809506,0.000068086076,0.000006739963,0.00050235004,4.380431e-8,4.1615328e-7,0.58367413,0.41382873,0.00089745683],"study_design_scores_gemma":[0.000184359,0.000037453025,0.00023301983,0.00007566623,0.00003996545,3.8063126e-7,0.00071049697,1.610344e-7,1.0105524e-7,0.014790817,0.9837136,0.00021395438],"about_ca_topic_score_codex":0.0002396021,"about_ca_topic_score_gemma":0.00022326387,"teacher_disagreement_score":0.5698849,"about_ca_system_score_codex":0.00015349459,"about_ca_system_score_gemma":0.00009651579,"threshold_uncertainty_score":0.99770325},"labels":[],"label_agreement":null},{"id":"W4320166958","doi":"10.53841/bpswlb.2019.3.1.10","title":"The work-life balance of an MP in Malawi","year":2019,"lang":"en","type":"article","venue":"The Work Life Balance Bulletin a DOP Publication","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Work–life balance; Work (physics); Balance (ability); Environmental science; Engineering; Psychology; Mechanical engineering","score_opus":0.028071100975537878,"score_gpt":0.33529812624309296,"score_spread":0.3072270252675551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320166958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6628448,0.0017244589,0.00003610444,0.3046874,0.0007940268,0.0020654604,0.000012244464,0.00016882016,0.027666686],"genre_scores_gemma":[0.97552305,0.00048319247,0.00012359998,0.00587352,0.00044375414,0.00069011963,0.00004717863,0.00003834073,0.01677723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680513,0.00088058773,0.00083477725,0.00039060146,0.0004278459,0.00066105917],"domain_scores_gemma":[0.9964488,0.0012844385,0.0006576222,0.0011495883,0.00033117997,0.00012833663],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027325095,0.00022283482,0.00037095154,0.00007606191,0.0007242367,0.000045397876,0.0008851321,0.00016413393,0.0009823733],"category_scores_gemma":[0.0011462386,0.00013656475,0.000071091374,0.0008895866,0.00017813666,0.00011959004,0.0002606309,0.0006383285,0.0016537168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002838599,0.0000839074,0.7677069,0.000051208823,0.000030457657,1.636174e-7,0.0013758043,0.0000191416,0.00001482403,0.011946744,0.21705285,0.001434148],"study_design_scores_gemma":[0.0006832625,0.00003487506,0.5605908,0.00021257954,0.000009028922,1.5711682e-7,0.0010820539,0.000043002172,0.0000034960874,0.00034838892,0.4368506,0.00014170964],"about_ca_topic_score_codex":0.00014817988,"about_ca_topic_score_gemma":0.000041049065,"teacher_disagreement_score":0.31267828,"about_ca_system_score_codex":0.00009446508,"about_ca_system_score_gemma":0.00016977277,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W4320487113","doi":"10.1016/j.jmacro.2023.103505","title":"Human capital heterogeneity of the unemployed and jobless recoveries","year":2023,"lang":"en","type":"article","venue":"Journal of Macroeconomics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Unemployment; Human capital; Matching (statistics); Index (typography); Homogeneous; Labour economics; Quarter (Canadian coin); Capital (architecture); Coronavirus disease 2019 (COVID-19); Macroeconomics; Economic growth","score_opus":0.055299286635649265,"score_gpt":0.3833623975349402,"score_spread":0.32806311089929097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320487113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99517286,0.00015247277,0.0000015564757,0.0030480693,0.0008613876,0.00012549583,0.000026505582,0.000010000004,0.0006016545],"genre_scores_gemma":[0.9983323,0.00040403806,0.000021993317,0.00019706764,0.0002037158,0.0000032536004,7.9314754e-7,0.00001302271,0.00082377245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895096,0.00011277952,0.000606615,0.000072740324,0.000072979026,0.0001839074],"domain_scores_gemma":[0.99894273,0.00014443666,0.000638743,0.00012773072,0.00010126363,0.000045076864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061542826,0.00008374747,0.00028584874,0.00006781834,0.00044390306,0.0000068433815,0.00016243989,0.000061385705,0.000035614252],"category_scores_gemma":[0.000056302553,0.000056510842,0.000104828345,0.00006462844,0.00011748592,0.00009867236,0.00021831668,0.00024572317,0.000009853622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038644284,0.000015441767,0.9843678,0.00010356761,0.00013382583,0.0000025024078,0.0030391396,0.000026446865,0.0006925344,0.0022127754,0.008915039,0.0004522869],"study_design_scores_gemma":[0.0009258242,0.00013376414,0.9750711,0.0001276261,0.00004528965,0.0000069083153,0.0038755704,0.000004714281,0.0006098451,0.0076893233,0.011412676,0.000097362965],"about_ca_topic_score_codex":0.000059440354,"about_ca_topic_score_gemma":0.000556027,"teacher_disagreement_score":0.009296701,"about_ca_system_score_codex":0.000055478497,"about_ca_system_score_gemma":0.000072133254,"threshold_uncertainty_score":0.34141883},"labels":[],"label_agreement":null},{"id":"W4320932976","doi":"10.1093/sp/jxad004","title":"National Care Experts and Public Daughters: Navigating Publicly Funded Eldercare Jobs in South Korea and the United States","year":2023,"lang":"en","type":"article","venue":"Social Politics International Studies in Gender State & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council","keywords":"Care work; Ethnography; Subject (documents); Work (physics); Meaning (existential); State (computer science); Political science; Public relations; Economic growth; Sociology; Business; Psychology; Economics; Engineering","score_opus":0.2038979783818539,"score_gpt":0.4708746396481492,"score_spread":0.26697666126629527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320932976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702046,0.002771057,0.000010296665,0.023190675,0.00077438256,0.0005444291,0.0003764414,0.00010910779,0.0020190023],"genre_scores_gemma":[0.9887558,0.006551427,0.00004825762,0.0031947338,0.0004392456,0.00031588555,0.00040322205,0.000029282797,0.00026210918],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973291,0.00037201017,0.00059297326,0.0003706999,0.0006279901,0.0007071897],"domain_scores_gemma":[0.9975556,0.0012114563,0.00018936774,0.000083655235,0.00089606567,0.0000638242],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00096400734,0.00023886595,0.00034038382,0.00012736284,0.0017406641,0.000072084316,0.00020849275,0.00012211884,0.000011640321],"category_scores_gemma":[0.0006199357,0.00018786144,0.000099213095,0.0005375034,0.0009166254,0.00018699128,0.00088061,0.00060465373,0.0000034692548],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014860817,0.000014466052,0.2753238,0.00013484908,0.00033106675,0.0000029209498,0.6805518,0.0000114455315,4.1749658e-7,0.032064497,0.0113184275,0.00023138296],"study_design_scores_gemma":[0.0023115585,0.000010240652,0.06574687,0.00009506038,0.000011703597,4.160746e-7,0.8772143,0.0003684602,5.7961876e-7,0.048790567,0.0052628242,0.0001873754],"about_ca_topic_score_codex":0.0020548685,"about_ca_topic_score_gemma":0.0035614627,"teacher_disagreement_score":0.20957693,"about_ca_system_score_codex":0.00084681285,"about_ca_system_score_gemma":0.00011978374,"threshold_uncertainty_score":0.9995589},"labels":[],"label_agreement":null},{"id":"W4321348740","doi":"","title":"The Short-Term Economic Consequences of COVID-19: Occupation Tasks and Mental Health in Canada","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Geography; Economics; Psychiatry; Medicine; Virology","score_opus":0.0996229937904022,"score_gpt":0.4479181788150071,"score_spread":0.34829518502460494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321348740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91300917,0.0009972716,5.2532437e-7,0.07409827,0.000853066,0.0026288603,0.00077918195,0.000016716313,0.007616971],"genre_scores_gemma":[0.9432339,0.055078432,0.000022347353,0.00084340875,0.00010251726,0.00035810506,0.00013742114,0.000025188312,0.00019867963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99629956,0.0010447286,0.0011690347,0.0005958249,0.00016311125,0.000727759],"domain_scores_gemma":[0.997135,0.0017356056,0.00036764186,0.00040929043,0.000040833143,0.0003116676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002447483,0.00022318367,0.00063458335,0.00017271441,0.00081475364,0.000022821972,0.00042019074,0.00017141238,0.00005529596],"category_scores_gemma":[0.0004500098,0.0001954284,0.000050407198,0.000058257865,0.00050603185,0.00004886618,0.0011426993,0.0014839906,0.0000017828087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002012535,0.000014880106,0.9667063,0.000676633,0.000076536635,0.000006495469,0.0037251087,0.00031348775,0.000010313141,0.00089446106,0.0033079484,0.024066625],"study_design_scores_gemma":[0.002596704,0.00032357988,0.7726801,0.0012510623,0.000012684788,0.000004588289,0.06091155,0.0029327814,0.000027640568,0.008574449,0.14974192,0.0009429558],"about_ca_topic_score_codex":0.7053307,"about_ca_topic_score_gemma":0.98184574,"teacher_disagreement_score":0.27651504,"about_ca_system_score_codex":0.007767893,"about_ca_system_score_gemma":0.021382472,"threshold_uncertainty_score":0.9960411},"labels":[],"label_agreement":null},{"id":"W4321370994","doi":"10.4018/978-1-6684-6543-1.ch002","title":"Work Ethic and Stress","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in human resources management and organizational development book series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yorkville University","funders":"","keywords":"Cognitive reframing; Bureaucracy; Work ethic; Work (physics); Stressor; Perception; Social psychology; Sociology; Human resource management; Resource (disambiguation); Politics; Psychology; Public relations; Political science; Environmental ethics; Engineering; Law; Computer science; Philosophy","score_opus":0.02590536747480312,"score_gpt":0.3103708433089199,"score_spread":0.2844654758341168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321370994","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024778151,0.0232901,0.000025574647,0.0016100489,0.0005361738,0.0015551009,0.00004180988,0.0003960127,0.9700674],"genre_scores_gemma":[0.0008391247,0.059263133,0.000307622,0.0005193296,0.00017898974,0.000111992726,0.00034803097,0.00011170865,0.93832004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786127,0.000048741942,0.00069412665,0.00057840557,0.00043628947,0.0003811411],"domain_scores_gemma":[0.9991914,0.00016841275,0.00029147946,0.00016889433,0.00010694767,0.00007284703],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00027304675,0.00043292146,0.0004371374,0.00038538227,0.0014492541,0.00003961286,0.00018511353,0.0002394047,0.0006657957],"category_scores_gemma":[0.000021233309,0.00041627363,0.000021811395,0.00013316375,0.00028278897,0.00037996552,0.0009310132,0.0004667067,0.00008827148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051696123,0.000013254364,0.20259115,0.0019034996,0.00022078484,0.00003808828,0.008072943,0.000008615698,3.1581206e-7,0.780179,0.004140779,0.0027798756],"study_design_scores_gemma":[0.000370107,0.000020622543,0.072190404,0.0018293719,0.00003881606,3.7031293e-7,0.0009529216,1.198093e-7,0.0000015223453,0.03344751,0.8907062,0.00044205895],"about_ca_topic_score_codex":0.0000023114765,"about_ca_topic_score_gemma":0.00034711987,"teacher_disagreement_score":0.8865654,"about_ca_system_score_codex":0.00009982747,"about_ca_system_score_gemma":0.000032840457,"threshold_uncertainty_score":0.99985075},"labels":[],"label_agreement":null},{"id":"W4321445812","doi":"10.3138/jmvfh.9.1.ed","title":"Census data a step forward in understanding well-being of military members, Veterans","year":2023,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Census; Data science; Psychology; Geography; Computer security; Computer science; Sociology; Demography","score_opus":0.17392103624289695,"score_gpt":0.4203129771676308,"score_spread":0.24639194092473382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321445812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95854276,0.030738447,0.00021330942,0.0075086155,0.001207546,0.0005749882,0.00018932787,0.000036792295,0.0009882259],"genre_scores_gemma":[0.9400909,0.056729436,0.0006840441,0.0020082397,0.000286303,0.000005124487,0.00007877732,0.000035416768,0.00008175354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959606,0.00079535105,0.0017500141,0.00031939606,0.00045579302,0.0007188765],"domain_scores_gemma":[0.99790484,0.00095709524,0.00034320133,0.00042214032,0.000101746446,0.00027097936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038370513,0.0002354034,0.0008848,0.00057586003,0.00051095505,0.0000014802578,0.00036100036,0.00012580684,0.000022032213],"category_scores_gemma":[0.00013414957,0.00019650203,0.00011702415,0.0004730312,0.00011753782,0.00033701793,0.0002883236,0.0007920405,0.000005784746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003333114,0.0003684262,0.5506162,0.007324721,0.00066032686,0.0005258906,0.1385775,0.00013914333,0.00039564428,0.0009318236,0.2810644,0.016062794],"study_design_scores_gemma":[0.00975622,0.0028356423,0.6978523,0.006348528,0.00012382574,0.000042075615,0.23429172,0.0032866572,0.0000012418702,0.005401507,0.039491855,0.00056841836],"about_ca_topic_score_codex":0.0058260923,"about_ca_topic_score_gemma":0.003576577,"teacher_disagreement_score":0.24157254,"about_ca_system_score_codex":0.0003021561,"about_ca_system_score_gemma":0.0002987417,"threshold_uncertainty_score":0.88073474},"labels":[],"label_agreement":null},{"id":"W4321486314","doi":"10.1093/oso/9780197599112.003.0002","title":"What is Exploitation?","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entitlement (fair division); Schema (genetic algorithms); Wage; Demographic economics; Political science; Law; Economics; Computer science; Microeconomics","score_opus":0.15491282524259378,"score_gpt":0.4323127108895267,"score_spread":0.27739988564693296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321486314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008820817,0.000611631,0.000008260195,0.022345722,0.0042450815,0.0005746636,0.000025095744,0.00046635725,0.9717144],"genre_scores_gemma":[0.000023177083,0.011211025,0.00002086417,0.0058426335,0.000685436,0.00011783099,0.00006784846,0.000098836106,0.98193234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987191,0.000022771479,0.0004103489,0.00029098877,0.00026829212,0.00028852717],"domain_scores_gemma":[0.9989055,0.0004038907,0.00016141556,0.00028351773,0.0001830451,0.000062677565],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017793335,0.00023256792,0.00032440183,0.00012592414,0.0005858052,0.000015098091,0.00011431305,0.0003556648,0.018262962],"category_scores_gemma":[0.000017047885,0.00018746966,0.000117418414,0.00002246188,0.000039258375,0.00017447033,0.00021188949,0.0004738972,0.035097096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003292765,0.0000015933251,0.0001607715,0.00009110706,0.0000816888,0.0000034945492,0.003007023,1.2409771e-8,1.8305772e-7,0.3608308,0.63403,0.0017900192],"study_design_scores_gemma":[0.00015089591,0.000021923293,0.00020068928,0.00071908947,0.000037087924,4.9133412e-8,0.0033627788,3.5225295e-7,4.81088e-7,0.13699475,0.8583178,0.00019408613],"about_ca_topic_score_codex":0.00004165928,"about_ca_topic_score_gemma":0.00027781798,"teacher_disagreement_score":0.22428781,"about_ca_system_score_codex":0.00006258524,"about_ca_system_score_gemma":0.00007150533,"threshold_uncertainty_score":0.9826345},"labels":[],"label_agreement":null},{"id":"W4321498683","doi":"10.1111/spol.12904","title":"Monetary redress for abuse in state care. By StephenWinter, Cambridge: Cambridge University Press. 2022. <scp>ISBN</scp>: 9781009082662. Open Access (online) ISBN: 9781316514160; 223 pages; £85 (Hbk)","year":2023,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Redress; Library science; State (computer science); Political science; Media studies; Sociology; Law; Computer science","score_opus":0.10389051069948174,"score_gpt":0.43611045750182575,"score_spread":0.332219946802344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321498683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615917,0.0005494359,0.00004425336,0.014199072,0.0005025779,0.0029797324,0.0067140684,0.00022237754,0.013196744],"genre_scores_gemma":[0.8882539,0.0042054616,0.000026947926,0.0011686424,0.001491545,0.00019907733,0.0034402653,0.00007127236,0.10114283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973354,0.00045282568,0.00057257334,0.00056893105,0.00026359732,0.00080671546],"domain_scores_gemma":[0.9986608,0.00038880119,0.00035395462,0.00021904267,0.00019081944,0.00018655113],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00044577348,0.00032510448,0.00049064046,0.00020665146,0.0016416368,0.00016689528,0.0006000183,0.00028439896,0.0000036048054],"category_scores_gemma":[0.00020325219,0.00035011576,0.00010205085,0.0005908353,0.00018330285,0.0009377473,0.0006195333,0.00047519483,0.000011341756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044285966,0.00027903,0.012396471,0.0008238881,0.00015752847,0.00004377113,0.018653343,0.0000035116227,0.00024695863,0.007377324,0.95664495,0.002930356],"study_design_scores_gemma":[0.0076653967,0.0006143656,0.30220267,0.00032903074,0.00015819959,0.0000013945166,0.06810038,0.00017175486,0.0004407235,0.0004666536,0.6192728,0.0005765969],"about_ca_topic_score_codex":0.014791914,"about_ca_topic_score_gemma":0.0067276084,"teacher_disagreement_score":0.33737212,"about_ca_system_score_codex":0.00033737894,"about_ca_system_score_gemma":0.00058964407,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W4321607519","doi":"10.35502/jcswb.300","title":"Addressing the mental health impacts of COVID-19 on Canada’s frontline workers","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Canadian Institute for Public Safety Research and Treatment","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Medicine; Psychology; Virology; Psychiatry; Outbreak","score_opus":0.1017273873984046,"score_gpt":0.4274420237946411,"score_spread":0.3257146363962365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321607519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7063865,0.00083443493,0.00006688385,0.285213,0.00079350406,0.00033194973,0.00002522106,0.000025832853,0.0063226526],"genre_scores_gemma":[0.988454,0.0026497575,0.000019713108,0.008280792,0.00016535983,0.0000013203994,0.000015437,0.000015028913,0.00039859378],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9961762,0.0021348728,0.00085435464,0.000052923126,0.00039737957,0.00038426163],"domain_scores_gemma":[0.99604183,0.0024867654,0.0008559078,0.00024033547,0.00010768099,0.00026749948],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00460938,0.00014371739,0.0004409304,0.00012406173,0.004757421,0.000009547905,0.00029067314,0.00006239458,0.00005306085],"category_scores_gemma":[0.00047538892,0.000093418355,0.000080152226,0.00022569363,0.00011381836,0.000098848126,0.00024848894,0.0015378008,0.0000025150287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019673044,0.00013448003,0.28420597,0.0009615784,0.0004630678,0.000020598318,0.21182726,0.00049037766,0.000052453124,0.0018024363,0.4902358,0.007838639],"study_design_scores_gemma":[0.0034152037,0.0006212876,0.4830121,0.002848568,0.00006274926,0.000017576574,0.22533473,0.00006944899,0.000027819699,0.002709112,0.2816526,0.00022878563],"about_ca_topic_score_codex":0.28732398,"about_ca_topic_score_gemma":0.3977254,"teacher_disagreement_score":0.28206748,"about_ca_system_score_codex":0.00045684248,"about_ca_system_score_gemma":0.0017547177,"threshold_uncertainty_score":0.9965382},"labels":[],"label_agreement":null},{"id":"W4322581917","doi":"10.2139/ssrn.4365932","title":"The Changing Value of Employment and Its Implications","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Université de Montréal","funders":"","keywords":"Value (mathematics); Economics; Labour economics; Mathematics; Statistics","score_opus":0.03773933395314592,"score_gpt":0.3903170355965209,"score_spread":0.352577701643375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322581917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94940454,0.0070706415,0.00019098922,0.04101587,0.0003252804,0.00038096358,0.0000050662998,0.00006904517,0.0015375925],"genre_scores_gemma":[0.96113414,0.028240308,0.0000023537739,0.000112294,0.0002286295,0.0000536074,0.000001909208,0.000014928331,0.010211843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99760073,0.00014712392,0.00029261198,0.00009393272,0.00013875536,0.0017268603],"domain_scores_gemma":[0.9992587,0.00032344201,0.00016580746,0.00010560492,0.00010393431,0.0000425355],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023963668,0.00007891987,0.000119154494,0.00010859562,0.0024767874,0.0000065330287,0.00014055766,0.000039378287,0.0000073363913],"category_scores_gemma":[0.00010045772,0.000050373867,0.000045008597,0.00031869518,0.00003080011,0.00005180408,0.0001301716,0.00084654335,0.000039970844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014205697,0.000009786679,0.036541503,0.000015043597,0.00015464531,2.5528072e-7,0.0028218506,0.0000033596098,0.0002913338,0.95001554,0.0012598021,0.008872642],"study_design_scores_gemma":[0.0012439566,0.00036696362,0.19344851,0.00017172057,0.000106674386,0.000030272258,0.053991206,0.00013705023,0.00008705387,0.7063032,0.04386465,0.00024878627],"about_ca_topic_score_codex":0.00002461254,"about_ca_topic_score_gemma":0.00033845726,"teacher_disagreement_score":0.24371241,"about_ca_system_score_codex":0.00021009195,"about_ca_system_score_gemma":0.0005446326,"threshold_uncertainty_score":0.99882185},"labels":[],"label_agreement":null},{"id":"W4323045498","doi":"10.1177/01600176231160485","title":"The Evolution of Job Insecurity in Spatial Contexts in Europe During COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"International Regional Science Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; New York University Abu Dhabi; Rijksuniversiteit Groningen; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; European Commission; York University","keywords":"Pandemic; Unemployment; Context (archaeology); Feeling; Demographic economics; Job security; Coronavirus disease 2019 (COVID-19); Economic growth; Geography; Development economics; Psychology; Economics; Social psychology; Medicine; Work (physics)","score_opus":0.1459783273261455,"score_gpt":0.4881152652346788,"score_spread":0.3421369379085333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323045498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9102406,0.017412854,0.000031726056,0.065518945,0.0008488998,0.0009895477,0.000014151764,0.000057350597,0.0048859473],"genre_scores_gemma":[0.91993153,0.07843052,0.0000025620925,0.0007915083,0.00007683381,0.000104340055,0.000004340187,0.0000041902226,0.0006541745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979331,0.00027013838,0.00057626393,0.00023258438,0.00068434357,0.0003035617],"domain_scores_gemma":[0.9985766,0.0006710659,0.00022340626,0.00013250267,0.00032465297,0.00007180024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034434425,0.00008115855,0.00018076201,0.00021742187,0.00048037694,0.0000059496647,0.0005228542,0.000029577506,0.000050396837],"category_scores_gemma":[0.00447068,0.000054719527,0.000039828905,0.0015064491,0.0003823728,0.00016321492,0.00028761447,0.00024114017,0.00008205467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002572363,0.000015368882,0.96263444,0.00036557997,0.000003785905,0.0000061906203,0.00050176994,0.000008527171,0.00015135019,0.03268462,0.0014543497,0.0021482822],"study_design_scores_gemma":[0.00033230244,0.000009739809,0.9354936,0.0021290774,0.0000022756706,0.0000027100532,0.00017240191,0.00005375788,8.465262e-7,0.0035751178,0.058167793,0.000060392653],"about_ca_topic_score_codex":0.003287615,"about_ca_topic_score_gemma":0.0087017035,"teacher_disagreement_score":0.06472744,"about_ca_system_score_codex":0.0009622896,"about_ca_system_score_gemma":0.00091147533,"threshold_uncertainty_score":0.5352145},"labels":[],"label_agreement":null},{"id":"W4323047663","doi":"10.1007/s12144-023-04246-4","title":"Does delayed gratification come at the cost of work-life conflict and burnout?","year":2023,"lang":"en","type":"article","venue":"Current Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gratification; Psychology; Burnout; Delay of gratification; Social psychology; Developmental psychology; Clinical psychology","score_opus":0.1654006313937373,"score_gpt":0.4970859448495005,"score_spread":0.33168531345576324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323047663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443057,0.003398319,0.00010995762,0.043394677,0.005209072,0.001092539,0.00007772248,0.00012272476,0.0022893003],"genre_scores_gemma":[0.9873859,0.006905633,0.000004273336,0.0011324642,0.00024811854,0.0003926963,0.00014686868,0.00001757861,0.0037664203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867207,0.0003124996,0.00039381214,0.00022950795,0.00010585442,0.0002862745],"domain_scores_gemma":[0.9988371,0.00049519294,0.00020560414,0.00031016674,0.00009113647,0.000060787876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000473364,0.00010830638,0.00021261178,0.000073314906,0.0005470115,0.000002997541,0.00013456278,0.00008845958,0.00027240827],"category_scores_gemma":[0.000109920526,0.000054159038,0.00003639817,0.00028309083,0.00026187836,0.000026651647,0.0001497322,0.00025303703,0.00033498634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012859487,0.000043637643,0.60044765,0.00007542131,0.00005408933,4.4084013e-7,0.004808857,6.12455e-7,0.00018476005,0.0021704002,0.3791363,0.012949238],"study_design_scores_gemma":[0.000532117,0.000030156836,0.52362436,0.000048363083,0.000019418763,1.6430737e-7,0.0004991462,0.000004329974,0.0000053743784,0.00032225144,0.47485363,0.000060688548],"about_ca_topic_score_codex":0.000017322509,"about_ca_topic_score_gemma":0.00010058789,"teacher_disagreement_score":0.09571733,"about_ca_system_score_codex":0.00001877102,"about_ca_system_score_gemma":0.000018640303,"threshold_uncertainty_score":0.43056834},"labels":[],"label_agreement":null},{"id":"W4323544430","doi":"10.17504/protocols.io.rm7vzbqw2vx1/v1","title":"Institutional Linkages Between National Social Health Protection And Occupational Health Services Systems: A Scoping Review v1","year":2023,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"","keywords":"Business; Social protection; Globalization; Health care; Personal protective equipment; Occupational safety and health; Economic growth; Medicine; Coronavirus disease 2019 (COVID-19); Economics; Disease; Market economy","score_opus":0.43492778747977867,"score_gpt":0.5804016448330466,"score_spread":0.1454738573532679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323544430","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.343087e-7,0.97972244,0.00014847712,0.0061261784,0.0007160565,0.011508638,0.0007755148,0.00037552437,0.0006263323],"genre_scores_gemma":[0.000003422829,0.9876812,0.000051669333,0.0019961083,0.0027472817,0.004039448,0.0023029603,0.000060159502,0.0011177302],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933406,0.001844744,0.0024676155,0.00066612737,0.00095238426,0.000728544],"domain_scores_gemma":[0.99659604,0.00064870255,0.0019835127,0.00014482476,0.00043985568,0.00018704573],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003993531,0.0005100703,0.0028319738,0.00038277832,0.0049705333,0.000037044418,0.00020109628,0.00038958457,0.000067655936],"category_scores_gemma":[0.0001228301,0.00040095224,0.00024405889,0.0006892711,0.00009071033,0.00019952394,0.00035416713,0.0009407346,0.00034263326],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010889395,0.000014946565,0.00032713148,0.9010709,0.00024486837,4.2897906e-7,0.00029100914,1.6289566e-7,5.87032e-10,0.0034385547,0.008644169,0.08596677],"study_design_scores_gemma":[0.00014892657,0.000038096718,0.00091506576,0.5421997,0.000090932816,0.0000022226911,0.00010650414,0.0000014793255,2.745759e-10,0.000059925165,0.45623034,0.0002068139],"about_ca_topic_score_codex":0.001759231,"about_ca_topic_score_gemma":0.00061059167,"teacher_disagreement_score":0.44758618,"about_ca_system_score_codex":0.0011329612,"about_ca_system_score_gemma":0.00835463,"threshold_uncertainty_score":0.99984425},"labels":[],"label_agreement":null},{"id":"W4323663215","doi":"10.1111/bjir.12733","title":"Two paths towards job instability: Comparing changes in the distribution of job tenure duration in the United Kingdom and Germany, 1984–2014","year":2023,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"","keywords":"Distribution (mathematics); Duration (music); Demographic economics; Polarization (electrochemistry); Kingdom; Labour economics; Economics","score_opus":0.16050512583328866,"score_gpt":0.3939054358711994,"score_spread":0.23340031003791076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323663215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827059,0.000162072,0.000026985173,0.015659407,0.00032435218,0.00052929454,0.00006283114,0.0000109668135,0.00051820703],"genre_scores_gemma":[0.99897194,0.00037235103,0.0000050354274,0.000100313286,0.00038697603,0.000030518873,0.00009419937,0.0000066461685,0.00003201154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727994,0.0012221114,0.0008310525,0.000096301235,0.00035082258,0.00021978517],"domain_scores_gemma":[0.9981716,0.0010097104,0.00046538675,0.00010354063,0.00021862256,0.000031125404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038601519,0.00008782684,0.00025540442,0.00022279494,0.0005894337,0.00003417568,0.00014999612,0.0001577303,0.00001786834],"category_scores_gemma":[0.0017380704,0.00006468888,0.000048361744,0.0009324857,0.00009394794,0.0001750842,0.00006659585,0.0012093514,0.000002864255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006374337,0.00005739666,0.9729341,0.000020906911,0.000028694141,0.00004154947,0.007358022,0.00014468633,0.00002270086,0.0033906037,0.0116883805,0.0042491867],"study_design_scores_gemma":[0.0020113958,0.000073667165,0.981449,0.00071738154,0.00004181715,0.00003578976,0.008589,0.00015028863,0.000001996792,0.0010687623,0.005794629,0.0000662668],"about_ca_topic_score_codex":0.0037508244,"about_ca_topic_score_gemma":0.009832811,"teacher_disagreement_score":0.016266065,"about_ca_system_score_codex":0.00010448591,"about_ca_system_score_gemma":0.00014451737,"threshold_uncertainty_score":0.56701493},"labels":[],"label_agreement":null},{"id":"W4323967800","doi":"10.1007/978-3-031-18042-2_5","title":"Living Better but Separated: The Emotional Impacts of the Canadian Seasonal Agricultural Workers Programme on Transmigrant Workers","year":2023,"lang":"en","type":"book-chapter","venue":"Rethinking rural","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fonds de Recherche du Québec - Santé","funders":"","keywords":"Farm workers; Agriculture; Business; Agricultural economics; Environmental health; Geography; Economics; Medicine; Archaeology","score_opus":0.055611794249941435,"score_gpt":0.3191772528102172,"score_spread":0.26356545856027574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323967800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5341332,0.0010682339,0.0000021513283,0.14817181,0.008525667,0.0059423847,0.00073402375,0.00063227053,0.30079025],"genre_scores_gemma":[0.7031886,0.00006721164,0.000015825231,0.0018671844,0.0010730824,0.00008544204,0.00013385496,0.000109334214,0.2934595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964158,0.0003310514,0.00069025654,0.00037125274,0.001060248,0.0011313696],"domain_scores_gemma":[0.997341,0.0012008003,0.00052254915,0.00042339624,0.00027216764,0.00024010843],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010662711,0.0005597645,0.000548148,0.00013889889,0.0031547742,0.000054996846,0.0006080549,0.00075914565,0.0003019216],"category_scores_gemma":[0.00011895724,0.00028063657,0.0005578873,0.00019127766,0.00038344366,0.000071731854,0.00017009127,0.002955546,0.00019322912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020762735,0.000056819044,0.600462,0.0009890961,0.0031665096,0.00006074067,0.074164025,0.0001252553,0.000025766612,0.05585529,0.25734168,0.007545178],"study_design_scores_gemma":[0.0005268659,0.00012871518,0.9342038,0.020379229,0.00037217216,0.0000087397575,0.0049992655,0.00002053625,0.0000020561924,0.009961141,0.02860785,0.00078960933],"about_ca_topic_score_codex":0.068853825,"about_ca_topic_score_gemma":0.4132841,"teacher_disagreement_score":0.34443027,"about_ca_system_score_codex":0.0007655037,"about_ca_system_score_gemma":0.0010224582,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W4324029601","doi":"10.1155/2023/5749542","title":"The Role of Carer-Friendly Workplace Policies and Social Support in Relation to the Mental Health of Carer-Employees","year":2023,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Mental health; Feeling; Psychology; Social support; Workplace health promotion; Promotion (chess); Health promotion; Psychiatry; Medicine; Social psychology; Nursing; Public health; Political science","score_opus":0.061089222113522204,"score_gpt":0.4357349108554727,"score_spread":0.37464568874195053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324029601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8586637,0.001967767,6.754086e-7,0.13590075,0.00029227353,0.0015912487,0.00022655503,0.000041203402,0.0013158196],"genre_scores_gemma":[0.9962609,0.00079609215,0.000005743027,0.002376669,0.00015234978,0.00020395614,0.00010809485,0.000021194075,0.000075043405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9903867,0.0075093433,0.0008627909,0.00012520597,0.0004421719,0.0006737497],"domain_scores_gemma":[0.99708027,0.0018845455,0.00045592026,0.0003547041,0.00017248034,0.000052068666],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0060541206,0.00016865133,0.0004654436,0.00011964568,0.007664392,0.000011735571,0.0005542518,0.00013429011,0.000004947467],"category_scores_gemma":[0.00021343151,0.00010663864,0.000077372286,0.0008350057,0.00030207154,0.0000564892,0.00059512473,0.0013857408,0.0000051033417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000848731,0.000038388338,0.19756252,0.00027127858,0.00001232233,1.62862e-7,0.7801996,0.0000012542507,0.000002486929,0.0041149203,0.013117218,0.004594998],"study_design_scores_gemma":[0.0002845759,0.0002246699,0.4389697,0.00008062056,0.0000032965477,1.5836122e-7,0.5368211,0.0000010488989,8.733769e-7,0.0008817904,0.022677774,0.00005433145],"about_ca_topic_score_codex":0.07615611,"about_ca_topic_score_gemma":0.28372177,"teacher_disagreement_score":0.24337842,"about_ca_system_score_codex":0.00061579526,"about_ca_system_score_gemma":0.00068401656,"threshold_uncertainty_score":0.9936275},"labels":[],"label_agreement":null},{"id":"W4324094514","doi":"10.3390/ijerph20065035","title":"Comparing Health Workforce Policy during a Major Global Health Crisis: A Critical Conceptual Debate and International Empirical Investigation","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Workforce; Health policy; Public health; Health care; Population health; Health equity; Corporate governance; Global health; Population; Political science; HRHIS; International health; Economic growth; Environmental health; Business; Medicine; Economics; Nursing","score_opus":0.2945962279592981,"score_gpt":0.5559610824135589,"score_spread":0.26136485445426083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324094514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6026716,0.0014581736,0.00008586898,0.39475876,0.00044662994,0.00024627324,0.00010999839,0.000026282405,0.0001963753],"genre_scores_gemma":[0.9814482,0.009455909,0.00017289426,0.0073932116,0.0011185362,0.00002705217,0.000065987224,0.000019651494,0.0002985677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945927,0.0012441064,0.0011966388,0.00033902944,0.0014886433,0.0011388261],"domain_scores_gemma":[0.99724454,0.00063642993,0.00045960644,0.000116822914,0.00022011124,0.001322464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004476295,0.00018466824,0.00043674832,0.0006654891,0.0014031788,0.00011497065,0.00038755377,0.00008792393,0.000091313625],"category_scores_gemma":[0.0009670147,0.00016512374,0.00006339535,0.00038340685,0.0006611909,0.00053195126,0.00070902467,0.000965543,0.000035706384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025604895,0.00025626074,0.9282474,0.00012987989,0.00019899759,0.000036395635,0.012609336,0.0000033638194,0.00002215586,0.012056333,0.02909296,0.017090851],"study_design_scores_gemma":[0.0024118603,0.00077650236,0.9346811,0.00045756408,0.000002270417,0.00012158643,0.031430442,0.00013149365,0.0000015594735,0.009441119,0.02039669,0.0001478231],"about_ca_topic_score_codex":0.001000118,"about_ca_topic_score_gemma":0.00029777485,"teacher_disagreement_score":0.38736555,"about_ca_system_score_codex":0.0027596343,"about_ca_system_score_gemma":0.002006829,"threshold_uncertainty_score":0.9998969},"labels":[],"label_agreement":null},{"id":"W4324097238","doi":"10.3390/ijerph20064929","title":"Work-Related Psychosocial Factors and Global Cognitive Function: Are Telomere Length and Low-Grade Inflammation Potential Mediators of This Association?","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université du Québec à Rimouski; Université de Montréal; Université Laval; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre de Santé et de Services Sociaux de la Vieille-Capitale","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Cognition; Telomere; Stressor; Mediation; Medicine; Gerontology; Effects of sleep deprivation on cognitive performance; Psychology; Clinical psychology; Psychiatry; Biology; Genetics","score_opus":0.05805831380481311,"score_gpt":0.41789158157949935,"score_spread":0.3598332677746862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324097238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682417,0.00078339357,0.000007571969,0.029566158,0.00065124023,0.00025841675,0.00020111438,0.000011335479,0.00027909016],"genre_scores_gemma":[0.9923905,0.0067446628,0.000004983009,0.00012346724,0.00038362312,0.000008597233,0.000052243147,0.000009072581,0.0002828486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969992,0.0005760773,0.0006386663,0.0001608409,0.0012235984,0.00040160524],"domain_scores_gemma":[0.9979795,0.0007502487,0.0006746084,0.000039867515,0.00024887043,0.00030686398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022105412,0.000111603695,0.00025053718,0.00030792537,0.00054487586,0.0000360847,0.00010560662,0.00013781877,0.00025952747],"category_scores_gemma":[0.0006639869,0.00009166348,0.000044847788,0.00026336988,0.00021398009,0.00033594976,0.00018546784,0.0005872241,0.000013185447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015081944,0.000102708764,0.98018026,0.00003695096,0.00036391595,0.0000059800514,0.0026355996,2.2792425e-7,0.000024877469,0.0003581439,0.0035215446,0.012618984],"study_design_scores_gemma":[0.0015737881,0.00029061842,0.98198694,0.00017251042,0.000010991976,0.0000027697727,0.012290287,0.000005627429,0.000003541447,0.0015248423,0.0020751846,0.00006292506],"about_ca_topic_score_codex":0.000105941486,"about_ca_topic_score_gemma":0.00006820134,"teacher_disagreement_score":0.02944269,"about_ca_system_score_codex":0.0004889068,"about_ca_system_score_gemma":0.00021593769,"threshold_uncertainty_score":0.41908},"labels":[],"label_agreement":null},{"id":"W4327510091","doi":"10.15185/izawol.57.v2","title":"Designing labor market regulations in developing countries","year":2019,"lang":"en","type":"article","venue":"IZA World of Labor","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Developing country; Industrial organization; Economics; Economic growth","score_opus":0.03753711654458757,"score_gpt":0.3726389667379144,"score_spread":0.33510185019332683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327510091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9317375,0.00084754673,0.00009716089,0.026939057,0.0007810583,0.0009431895,0.00005971822,0.000104279046,0.038490504],"genre_scores_gemma":[0.923879,0.00030823576,0.004466292,0.0024889198,0.00014655315,0.000111817695,0.000014538506,0.000037134152,0.06854746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985914,0.00020016076,0.00049081404,0.00018174929,0.00018176733,0.00035411413],"domain_scores_gemma":[0.99856347,0.00077445735,0.00018356227,0.00020277493,0.00024411175,0.000031609405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055099046,0.0001218211,0.00029681672,0.00024169259,0.00023457846,0.0000053213143,0.00012293775,0.000060956812,0.0012803703],"category_scores_gemma":[0.00011637073,0.00010989225,0.000026006834,0.0007199275,0.00004310047,0.00013788747,0.00010026806,0.00018238761,0.00013824679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047698326,0.000011251828,0.9444816,0.00020872055,0.000021237507,0.000001393854,0.0026620547,0.000006654892,0.00010859832,0.036133364,0.01624422,0.000073168696],"study_design_scores_gemma":[0.0005897344,0.000012531937,0.76330364,0.0007039204,0.000008453469,6.019287e-8,0.0010319897,0.00001152031,0.00022459519,0.00076185144,0.2332282,0.00012351273],"about_ca_topic_score_codex":0.00017710286,"about_ca_topic_score_gemma":0.0026853343,"teacher_disagreement_score":0.21698397,"about_ca_system_score_codex":0.00010403675,"about_ca_system_score_gemma":0.0002458567,"threshold_uncertainty_score":0.9996326},"labels":[],"label_agreement":null},{"id":"W4327655950","doi":"10.2139/ssrn.4385314","title":"Pandemic Necropolitics: Vulnerability, Resilience, and the Crisis of Marginalization in the Liberal Democratic State","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vulnerability (computing); Democracy; Pandemic; State (computer science); Political science; Resilience (materials science); Coronavirus disease 2019 (COVID-19); Liberal democracy; Development economics; State of exception; Political economy; Biopower; Sociology; Law; Politics; Medicine; Economics; Computer security","score_opus":0.02699114061820057,"score_gpt":0.3743973010861927,"score_spread":0.3474061604679921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327655950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97163403,0.0013688339,0.0003490176,0.025124632,0.00011924736,0.0004590109,0.0000025340735,0.000023770208,0.00091891],"genre_scores_gemma":[0.9827426,0.013153329,0.0000045128295,0.0006333041,0.00010469465,0.000040485404,0.0000024259684,0.0000105335575,0.0033081174],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963958,0.0014096294,0.00049033726,0.00012199782,0.0002630201,0.0013191625],"domain_scores_gemma":[0.9986488,0.0008838573,0.00019365015,0.00015398274,0.00009325642,0.000026411697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00720706,0.000101978185,0.00021128627,0.00011099615,0.0008908917,0.000013115256,0.00022220137,0.000046211655,0.000014232902],"category_scores_gemma":[0.00023612287,0.000051496223,0.00004902401,0.00043172482,0.00019987565,0.00009845229,0.00008262552,0.0015020698,0.000008527428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020543412,0.000029506784,0.80510575,0.00008795787,0.00008129914,0.0000015626755,0.01688265,0.000064198044,0.000014068652,0.16692677,0.008497744,0.002103077],"study_design_scores_gemma":[0.0012628578,0.00009379393,0.093886465,0.00004874656,0.000027675302,0.000012216209,0.033426855,0.00021014363,0.000001427025,0.87061745,0.00035154275,0.00006084276],"about_ca_topic_score_codex":0.00048593737,"about_ca_topic_score_gemma":0.0037666007,"teacher_disagreement_score":0.71121925,"about_ca_system_score_codex":0.00022144832,"about_ca_system_score_gemma":0.0006699677,"threshold_uncertainty_score":0.6852109},"labels":[],"label_agreement":null},{"id":"W4327725718","doi":"10.18162/fp.2023.742","title":"L’accompagnement des demandeurs d’emploi longue durée post-formation. Quels sont les effets du suivi à distance ou physique et du soutien perçu sur le retour à l’emploi ?","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.05798217501192344,"score_gpt":0.3556777968512731,"score_spread":0.29769562183934967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327725718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8021465,0.0014496385,0.011907034,0.17518963,0.002950388,0.0031164254,0.0002997044,0.00083442277,0.0021062475],"genre_scores_gemma":[0.9769745,0.005693393,0.00031580921,0.0027647167,0.0005537657,0.0009561369,0.0019727973,0.00014161866,0.010627302],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9907377,0.0035016024,0.0020617214,0.0006590401,0.0010766241,0.0019633425],"domain_scores_gemma":[0.99515986,0.0009931735,0.001359001,0.00068381394,0.0013818378,0.00042229283],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050621917,0.0008443852,0.0009108239,0.0004877009,0.0047569727,0.00016048539,0.0005534108,0.00069278845,0.00032821155],"category_scores_gemma":[0.0009816359,0.0007413183,0.00035202093,0.00090618775,0.00031124766,0.005187332,0.0008963948,0.0014337573,0.0013785176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061702484,0.0012556296,0.22732253,0.009777823,0.0002264575,0.00003870871,0.32016414,0.0007587614,0.00076560513,0.039267812,0.38273442,0.017071087],"study_design_scores_gemma":[0.0048026503,0.00048185582,0.8062936,0.007221003,0.00014686996,0.00001678387,0.13324225,0.0043961084,0.00072292314,0.003740474,0.037748083,0.001187412],"about_ca_topic_score_codex":0.0037701258,"about_ca_topic_score_gemma":0.020390153,"teacher_disagreement_score":0.578971,"about_ca_system_score_codex":0.000897902,"about_ca_system_score_gemma":0.0006716811,"threshold_uncertainty_score":0.9995038},"labels":[],"label_agreement":null},{"id":"W4327892825","doi":"10.1002/ajim.23471","title":"A tutorial on a marginal structural modeling approach to mediation analysis in occupational health research: Investigating education, employment quality, and mortality","year":2023,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute for Occupational Safety and Health; National Institute of Mental Health; National Institute on Aging; National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research","keywords":"Mediation; Medicine; Marginal structural model; Life expectancy; Confounding; Construct (python library); Environmental health; Health equity; Demographic economics; Gerontology; Population; Public health; Sociology; Nursing; Economics; Social science","score_opus":0.6030860507421568,"score_gpt":0.5917284973085812,"score_spread":0.011357553433575585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327892825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96542764,0.000047848163,0.00015338861,0.03255315,0.0010573096,0.00054961094,0.00001244041,0.00001683693,0.0001818014],"genre_scores_gemma":[0.99362946,0.000048665624,0.00026843423,0.0013167657,0.004587243,0.00005402912,0.000056490524,0.000012589913,0.000026327336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938739,0.002347099,0.00159177,0.00026718207,0.0014049521,0.00051507686],"domain_scores_gemma":[0.9966218,0.0012776981,0.00088215776,0.00016081554,0.0006462086,0.0004113105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011723198,0.00015614077,0.00079906883,0.001709412,0.0005471494,0.000010655326,0.00016690406,0.000073373834,0.000019789491],"category_scores_gemma":[0.005742789,0.000116493255,0.000055970544,0.003798237,0.00024133397,0.000105696,0.00010527393,0.0011188213,0.0000024179633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037796889,0.00004716441,0.955668,0.000017709199,0.00021640744,0.0000011547437,0.014202628,0.0021359026,0.0000148266445,0.0014029952,0.0052532605,0.020662008],"study_design_scores_gemma":[0.002979282,0.0020125983,0.9349255,0.0009640436,0.00010570439,0.0000017144811,0.054532487,0.0024570979,9.289722e-7,0.0015785954,0.00024811475,0.00019390858],"about_ca_topic_score_codex":0.009953827,"about_ca_topic_score_gemma":0.00050305267,"teacher_disagreement_score":0.04032986,"about_ca_system_score_codex":0.00053817977,"about_ca_system_score_gemma":0.0016609732,"threshold_uncertainty_score":0.99663895},"labels":[],"label_agreement":null},{"id":"W4327951954","doi":"10.3390/soc13030075","title":"Low Job Market Integration of Skilled Immigrants in Canada: The Implication for Social Integration and Mental Well-Being","year":2023,"lang":"en","type":"article","venue":"Societies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Market integration; Immigration; Social integration; Dynamism; Productivity; Labour economics; Face (sociological concept); Business; Multidisciplinary approach; Social exclusion; Matching (statistics); Demographic economics; Economics; Economic growth; Political science; Sociology","score_opus":0.025832759937741742,"score_gpt":0.3548466282742598,"score_spread":0.329013868336518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327951954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797116,0.00006947179,0.000047711474,0.017052416,0.0003049149,0.00085849594,0.000033816734,0.00002557008,0.001896041],"genre_scores_gemma":[0.9959373,0.00031712354,0.000017940127,0.0002289225,0.00009385044,0.00034434654,0.00006171463,0.000009660876,0.002989135],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99916387,0.000116142844,0.0002828426,0.00010924641,0.00013335189,0.0001945739],"domain_scores_gemma":[0.9993556,0.0003656476,0.000120593286,0.000058278732,0.00008776052,0.000012096652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051315344,0.00008217755,0.00015076972,0.000035282806,0.00072501187,0.0000051100014,0.00006025282,0.00006002008,0.000024371471],"category_scores_gemma":[0.000078332734,0.000057190675,0.000040348492,0.0001631192,0.000058916015,0.000063719985,0.000048322017,0.0001360906,0.0000016546193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013085561,0.000018698664,0.1915349,0.0003260103,0.000072186915,1.656944e-7,0.17578983,8.531471e-7,0.0044399668,0.008751387,0.6088435,0.010091644],"study_design_scores_gemma":[0.00061296753,0.00002347111,0.7716481,0.000117326956,0.000013929311,5.6607984e-8,0.21934055,0.00039916878,0.0006371838,0.0060071102,0.001115384,0.0000847645],"about_ca_topic_score_codex":0.19013155,"about_ca_topic_score_gemma":0.7048453,"teacher_disagreement_score":0.6077281,"about_ca_system_score_codex":0.00023259438,"about_ca_system_score_gemma":0.00019208954,"threshold_uncertainty_score":0.8152614},"labels":[],"label_agreement":null},{"id":"W4352978959","doi":"10.1086/722155","title":":<i>The Tolls of Uncertainty: How Privilege and the Guilt Gap Shape Unemployment in America</i>","year":2023,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Privilege (computing); Unemployment; Economics; Labour economics; Demographic economics; Psychology; Political science; Economic growth; Law","score_opus":0.0440155523965102,"score_gpt":0.38307104022491645,"score_spread":0.3390554878284062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4352978959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8106589,0.00084575126,0.000009774153,0.18744206,0.0003629484,0.00025019769,0.0000060112156,0.000011911394,0.0004124897],"genre_scores_gemma":[0.99087447,0.0060738525,0.000050865867,0.002366818,0.00022466155,0.000041935313,0.0000013673886,0.000014792758,0.00035126397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971008,0.0014418969,0.000675171,0.00012465985,0.0001995581,0.00045793617],"domain_scores_gemma":[0.99355924,0.0048592407,0.0011031085,0.00023524063,0.00018176007,0.00006141392],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019877586,0.00013364188,0.0006776336,0.00010112181,0.00048332784,0.0000043387786,0.00042033044,0.000056013898,0.000021384461],"category_scores_gemma":[0.0008922359,0.00006711331,0.000119733006,0.0003632223,0.003341222,0.000039570183,0.00031144207,0.0005977793,0.000009727256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013249596,0.00007168581,0.73113936,0.00006590887,0.0006573517,0.000036368998,0.07852812,0.00006531068,0.00028763452,0.017392274,0.094395414,0.0760356],"study_design_scores_gemma":[0.008035317,0.0029099628,0.38997826,0.0003739755,0.00019054908,0.000022425167,0.3472718,0.00041353106,0.000009682033,0.046134993,0.20425943,0.00040008212],"about_ca_topic_score_codex":0.00027484985,"about_ca_topic_score_gemma":0.00010491219,"teacher_disagreement_score":0.34116113,"about_ca_system_score_codex":0.00007208135,"about_ca_system_score_gemma":0.00015039872,"threshold_uncertainty_score":0.9993711},"labels":[],"label_agreement":null},{"id":"W4360584820","doi":"10.2139/ssrn.4109503","title":"Beyond the Rhetoric of Essentiality: Canada’s Neoliberal Migrant Worker Policy During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Rhetoric; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Migrant workers; Political science; Neoliberalism (international relations); Economic growth; Sociology; Public administration; Economics; Virology; Law; Biology; Medicine","score_opus":0.0360611041270566,"score_gpt":0.3699427502037983,"score_spread":0.3338816460767417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360584820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87267864,0.0026302768,0.00004532373,0.12218634,0.0008535439,0.00038797595,0.000015077461,0.000066138986,0.0011366663],"genre_scores_gemma":[0.96683335,0.0052728937,6.205637e-7,0.0027528408,0.0013851826,0.000037428414,0.0000047197323,0.000028419312,0.023684569],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99538445,0.0006983875,0.000574373,0.0001693873,0.000510513,0.0026629088],"domain_scores_gemma":[0.9984724,0.00063098606,0.00036650733,0.0002890139,0.00010560193,0.00013547909],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0031527018,0.00018250388,0.000271877,0.00012524628,0.0032735493,0.000012816974,0.00048146673,0.00008334013,0.000062367886],"category_scores_gemma":[0.00033643006,0.00009691324,0.00013527763,0.00070542726,0.00012558536,0.000062140156,0.00019672296,0.0025645257,0.000017811546],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027400808,0.000037980866,0.742409,0.00015509884,0.0011432964,0.000018755687,0.019499285,0.00016868065,0.0002972494,0.16151908,0.072164476,0.002313105],"study_design_scores_gemma":[0.0029276684,0.00012354561,0.26759568,0.00009824102,0.00021531359,0.00024828617,0.03426108,0.000025164129,0.000010340922,0.40913555,0.2849112,0.00044794084],"about_ca_topic_score_codex":0.42636663,"about_ca_topic_score_gemma":0.9202059,"teacher_disagreement_score":0.4938393,"about_ca_system_score_codex":0.002789069,"about_ca_system_score_gemma":0.020124324,"threshold_uncertainty_score":0.9997366},"labels":[],"label_agreement":null},{"id":"W4360619042","doi":"10.1111/dpr.12705","title":"Rethinking human capital: Perspectives from women working in the informal economy","year":2023,"lang":"en","type":"article","venue":"Development Policy Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Human capital; Individual capital; Financial capital; Social capital; Economic growth; Context (archaeology); Political science; Sociology; Public relations; Business; Economics; Social science; Geography","score_opus":0.13899469960217667,"score_gpt":0.43416878551987415,"score_spread":0.29517408591769745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360619042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8455629,0.017023863,0.0000011476113,0.03015964,0.00015853919,0.0016116855,0.0000031664852,0.00023471116,0.1052444],"genre_scores_gemma":[0.9188277,0.045389205,0.00013972996,0.026893178,0.0009075929,0.0027785841,0.0001274311,0.000046639354,0.0048899543],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978287,0.0003209552,0.0007331055,0.00023180213,0.00018770546,0.0006976946],"domain_scores_gemma":[0.9990929,0.0003391751,0.00021046375,0.00025638187,0.000045302535,0.000055781627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020260965,0.000194045,0.00040306148,0.00019995656,0.0010638491,0.00002127597,0.00036330777,0.00006998351,0.00028109874],"category_scores_gemma":[0.00019540699,0.00013348644,0.000053255684,0.0007278145,0.00004409195,0.0001455043,0.0003126121,0.0004594317,0.000788438],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035221697,0.0000191763,0.102700785,0.0010272542,0.00008523337,0.000007703525,0.83616376,2.7939933e-7,0.000001544108,0.03450522,0.014340931,0.011144584],"study_design_scores_gemma":[0.00024322329,0.000008961192,0.2514598,0.0038485134,0.0000071152904,2.3854804e-7,0.024152627,2.412146e-7,5.602806e-7,0.007668954,0.712427,0.00018271692],"about_ca_topic_score_codex":0.00046348287,"about_ca_topic_score_gemma":0.0005923268,"teacher_disagreement_score":0.8120111,"about_ca_system_score_codex":0.00040937934,"about_ca_system_score_gemma":0.00032708596,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4361192492","doi":"10.11606/d.12.2022.tde-17032023-125518","title":"O impacto da Covid-19 sobre a demanda por tarefas no mercado de trabalho brasileiro","year":2022,"lang":"pt","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Economics; Quarter (Canadian coin); Geography; Welfare economics; Demographic economics; Art; Medicine","score_opus":0.08148435521947969,"score_gpt":0.45198610174223913,"score_spread":0.37050174652275947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361192492","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48658204,0.011868586,0.0017713673,0.09856578,0.025125045,0.018535914,0.007018495,0.0030123596,0.3475204],"genre_scores_gemma":[0.41822416,0.004246469,0.00016752133,0.03265302,0.0014051188,0.0023196165,0.01268718,0.00049406226,0.5278028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911546,0.0018749293,0.001959901,0.0014587194,0.00126116,0.0022906677],"domain_scores_gemma":[0.9941093,0.0018154079,0.0012119994,0.0009458345,0.00038233784,0.0015351563],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0018800326,0.0013739344,0.001777311,0.00061601313,0.0067208535,0.000097623626,0.0009463795,0.0013379765,0.090425886],"category_scores_gemma":[0.0017062759,0.0012374538,0.0007965992,0.00079214026,0.00014469713,0.00029695142,0.00047801746,0.0032062253,0.0014705964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022033993,0.00079714466,0.17872812,0.008424613,0.0016599548,0.00024606189,0.14541863,0.000026689942,0.00026207848,0.0060156966,0.6537518,0.002465808],"study_design_scores_gemma":[0.0046692,0.0013127825,0.12573043,0.0009686342,0.0015106017,0.00001990936,0.24331385,0.00014316975,0.000037806425,0.0017321977,0.6177572,0.0028042514],"about_ca_topic_score_codex":0.024340613,"about_ca_topic_score_gemma":0.017274402,"teacher_disagreement_score":0.18028244,"about_ca_system_score_codex":0.0023201727,"about_ca_system_score_gemma":0.0056882435,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W4361288571","doi":"10.7202/1097692ar","title":"Flexibilité et transformation des relations d’emploi : une segmentation des pratiques de gestion de la main-d’oeuvre","year":2023,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08266067313689539,"score_gpt":0.39928262576965806,"score_spread":0.31662195263276266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361288571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8601585,0.002333007,0.026776176,0.075111166,0.00043539883,0.0015521615,0.00028569903,0.0007503815,0.032597516],"genre_scores_gemma":[0.92256,0.0069001876,0.0055541196,0.00026408152,0.00032218668,0.0004953238,0.0008439373,0.00009381944,0.06296634],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9939875,0.0034412385,0.0010033783,0.00037413457,0.0003379097,0.0008558552],"domain_scores_gemma":[0.99471766,0.004172495,0.00031113398,0.00029237336,0.0002844522,0.00022189264],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034837758,0.00036687017,0.00030916388,0.00048398736,0.0034923884,0.00010295298,0.00015286774,0.0014972892,0.00065130746],"category_scores_gemma":[0.001721177,0.0003985667,0.00014873892,0.0021599028,0.0007926242,0.0012600786,0.00007678395,0.0018708302,0.0006195622],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006517277,0.00030729937,0.28616363,0.0002155057,0.00025456052,0.000013742361,0.3584012,0.016967326,0.00039711222,0.19234863,0.07233504,0.07253079],"study_design_scores_gemma":[0.001464721,0.00023255975,0.70218956,0.0020780105,0.00043176132,0.000023538036,0.095727436,0.0050414456,0.0002921231,0.10480262,0.0871556,0.0005606409],"about_ca_topic_score_codex":0.003792889,"about_ca_topic_score_gemma":0.0040898942,"teacher_disagreement_score":0.4160259,"about_ca_system_score_codex":0.0018605529,"about_ca_system_score_gemma":0.0016031433,"threshold_uncertainty_score":0.99984664},"labels":[],"label_agreement":null},{"id":"W4361765816","doi":"10.7202/1097689ar","title":"Challenging (-Hindering) Employment and Employee Health","year":2023,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Psychology; Context (archaeology); Task (project management); Quality (philosophy); Diversity (politics); Distress; Sample (material); Social psychology; Sociology; Clinical psychology; Economics; Management","score_opus":0.11784271570723327,"score_gpt":0.4039025432575361,"score_spread":0.28605982755030285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361765816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90117407,0.0017818909,0.0002934604,0.07674139,0.0006958149,0.0010383661,0.0000310797,0.0010594818,0.017184464],"genre_scores_gemma":[0.9718932,0.0020208487,0.00006294496,0.0005068808,0.0002822706,0.00017258732,0.000051077324,0.000040556955,0.024969637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839044,0.00017355764,0.00044037992,0.00026331545,0.00019605215,0.0005362375],"domain_scores_gemma":[0.9989956,0.00048098905,0.00012915058,0.00020708077,0.000052997493,0.00013419816],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005561635,0.00015501305,0.00022910317,0.0002474354,0.0023807345,0.000010644839,0.000078723926,0.00019371537,0.00019387901],"category_scores_gemma":[0.00014930518,0.00014317421,0.000035743553,0.00051970355,0.00005910461,0.00010359338,0.00021398171,0.0006038983,0.00055623776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006448804,0.000021124792,0.787406,0.000022311835,0.000085190324,0.00000452762,0.014207493,0.00011940274,0.0000072794946,0.015233672,0.16716416,0.015722372],"study_design_scores_gemma":[0.00079943775,0.00009754776,0.5901176,0.0003388416,0.000020715337,0.0000013188088,0.019645924,0.00019659386,0.0000043795026,0.0018568382,0.38665134,0.0002695129],"about_ca_topic_score_codex":0.00022257604,"about_ca_topic_score_gemma":0.000100967416,"teacher_disagreement_score":0.21948716,"about_ca_system_score_codex":0.000118286465,"about_ca_system_score_gemma":0.00016760232,"threshold_uncertainty_score":0.99891806},"labels":[],"label_agreement":null},{"id":"W4362471945","doi":"10.3138/jmvfh-2022-0054","title":"Australian military personnel perspectives on family, service, and deployment: An analysis of open-ended survey data","year":2023,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Navy; Military personnel; Military service; Software deployment; Military psychology; Public relations; Work (physics); Service (business); Feeling; Service member; Psychology; Military medicine; Political science; Social psychology; Engineering; Law; Business; Marketing","score_opus":0.2515584081149897,"score_gpt":0.464697133170371,"score_spread":0.21313872505538128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362471945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782254,0.014462271,0.0000074540867,0.0047632353,0.00030962625,0.00056587864,0.0014649536,0.000030804906,0.00017039367],"genre_scores_gemma":[0.9569918,0.0389876,0.00031030143,0.0029904353,0.00015214267,0.000007597993,0.00036958937,0.00003196436,0.0001585482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951077,0.0019171037,0.0013150268,0.00057800947,0.00048535096,0.0005967836],"domain_scores_gemma":[0.99721044,0.00079505134,0.00041412763,0.0007080279,0.00038607442,0.0004863034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005263726,0.0003040643,0.0012584717,0.00085957866,0.00091630436,0.000009457079,0.0007438667,0.00012826434,0.000026630525],"category_scores_gemma":[0.00015337054,0.00024305866,0.00010943546,0.001151256,0.00014015878,0.0006487657,0.0005593792,0.00064213976,0.000005219828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003081793,0.0007199369,0.75637186,0.0010648861,0.0032060137,0.000053002008,0.18365426,0.000098202196,0.00040065855,0.00011372127,0.046635747,0.004599932],"study_design_scores_gemma":[0.0016062926,0.0013114681,0.79756707,0.00030069184,0.00024356722,0.0000022808317,0.19711511,0.00094499567,2.7669853e-7,0.000054996,0.0006886723,0.00016455768],"about_ca_topic_score_codex":0.041032847,"about_ca_topic_score_gemma":0.019569738,"teacher_disagreement_score":0.045947075,"about_ca_system_score_codex":0.00012324806,"about_ca_system_score_gemma":0.00032186438,"threshold_uncertainty_score":0.9983206},"labels":[],"label_agreement":null},{"id":"W4362475446","doi":"10.3138/jmvfh-2022-0064","title":"Employment and mental health among UK ex-service personnel during the initial period of the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Unemployment; Mental health; Coronavirus disease 2019 (COVID-19); Population; Military personnel; Service personnel; Psychology; Medicine; Demographic economics; Gerontology; Demography; Service (business); Psychiatry; Political science; Business; Economic growth; Environmental health; Economics; Sociology; Disease","score_opus":0.11718925919747118,"score_gpt":0.41474953528069025,"score_spread":0.29756027608321906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362475446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154553,0.01831206,0.0000039996326,0.06458064,0.00072550087,0.0007481078,0.00010664438,0.000024375422,0.00004338063],"genre_scores_gemma":[0.9559604,0.023696903,0.000023210361,0.019840892,0.00029478525,0.000013517077,0.00000575086,0.000020202162,0.00014437168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966039,0.0010960201,0.0011009921,0.00020731753,0.00043998825,0.00055178837],"domain_scores_gemma":[0.9983372,0.0003738145,0.0005717297,0.00021724007,0.00009798355,0.00040202338],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025857103,0.00020595711,0.00055991294,0.00014212407,0.0027205916,0.0000051833526,0.00023024458,0.00007653705,0.000025021034],"category_scores_gemma":[0.000088593646,0.00011673321,0.00012312754,0.00027810776,0.00022959548,0.00011091587,0.0002614569,0.00071908796,0.0000025388633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039554646,0.0000393599,0.8293932,0.0012476813,0.000102075326,0.000008248316,0.1542674,0.000007927793,0.00013272131,0.00002035292,0.013422017,0.00096343673],"study_design_scores_gemma":[0.0023491539,0.000532192,0.8900421,0.00049179903,0.00001510023,0.00006138977,0.10078513,0.00003657214,3.6968967e-7,0.000087344175,0.0054994076,0.00009943957],"about_ca_topic_score_codex":0.006388983,"about_ca_topic_score_gemma":0.004464499,"teacher_disagreement_score":0.06064887,"about_ca_system_score_codex":0.0003161075,"about_ca_system_score_gemma":0.00070343673,"threshold_uncertainty_score":0.9985777},"labels":[],"label_agreement":null},{"id":"W4362487100","doi":"10.3386/w31091","title":"The Health Wedge and Labor Market Inequality","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Booth School of Business, University of Chicago; Laura and John Arnold Foundation; National Science Foundation","keywords":"Wedge (geometry); Inequality; Economics; Labour economics; Mathematics; Geometry; Mathematical analysis","score_opus":0.6937874617472487,"score_gpt":0.6733862752618963,"score_spread":0.020401186485352385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362487100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002863264,0.005614588,2.0686787e-7,0.06866324,0.002027437,0.0017407984,0.0007554431,0.00005037951,0.91828465],"genre_scores_gemma":[0.113530524,0.1266787,0.00002714762,0.00044404616,0.0048502674,0.0014712447,0.0008245567,0.00014568686,0.7520278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994928,0.0014980691,0.0011401204,0.00041007568,0.0013420696,0.0006816476],"domain_scores_gemma":[0.98657256,0.01023273,0.0005475732,0.00030583778,0.0022161736,0.00012512183],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.031164804,0.0001709639,0.00053435704,0.0003498396,0.001969915,0.000022657285,0.00034531084,0.00030023148,0.0005119046],"category_scores_gemma":[0.0048688482,0.00012388597,0.00008266294,0.00020171067,0.00037579832,0.00005844933,0.0006363325,0.0013757393,0.00028009174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005567467,0.000012002038,0.036201634,0.0006153656,0.00013735236,4.9497993e-7,0.00026025102,2.5346188e-7,2.406565e-7,0.117011845,0.84420747,0.0014974002],"study_design_scores_gemma":[0.000367086,0.00008145998,0.13045701,0.0003222508,0.0000054040074,6.296595e-7,0.0008058631,0.000016670838,3.5232557e-7,0.190369,0.677456,0.00011827393],"about_ca_topic_score_codex":0.008759199,"about_ca_topic_score_gemma":0.0068964176,"teacher_disagreement_score":0.16675149,"about_ca_system_score_codex":0.0018726041,"about_ca_system_score_gemma":0.0095699895,"threshold_uncertainty_score":0.9993294},"labels":[],"label_agreement":null},{"id":"W4362620084","doi":"10.3390/ijerph20075392","title":"How do Informal Caregivers of Seniors’ Tasks Lead to Presenteeism and Absenteeism Behaviors? A Canadian Quantitative Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université TÉLUQ; HEC Montréal","funders":"","keywords":"Presenteeism; Absenteeism; Psychology; Structural equation modeling; Productivity; Work (physics); Gerontology; Clinical psychology; Social psychology; Medicine; Economic growth","score_opus":0.15347789394602485,"score_gpt":0.4790861859648715,"score_spread":0.32560829201884667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362620084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94311595,0.0002716295,0.000009856518,0.055085726,0.00031058193,0.000623574,0.00021214415,0.0000055055743,0.00036500464],"genre_scores_gemma":[0.9968112,0.0011894,0.000041556,0.00023916832,0.000109729466,0.000018458017,0.000017249484,0.000012437867,0.0015608064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970322,0.00044889652,0.0005066018,0.00017082822,0.0011935334,0.0006479135],"domain_scores_gemma":[0.99816746,0.00042619972,0.00024168614,0.00010174474,0.000264803,0.0007981151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025951602,0.00011478374,0.0002596018,0.0011178167,0.00052251044,0.00006513934,0.00028434023,0.00005678087,0.00008005456],"category_scores_gemma":[0.00038045325,0.00009587703,0.00003994021,0.00023086181,0.00022442687,0.00041486556,0.00037799723,0.00059868273,0.000016679349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013371508,0.00028837792,0.91397876,0.00003984414,0.00022076395,0.00008766565,0.057307594,0.0000011125197,0.00011196431,0.0007834534,0.009906507,0.017140267],"study_design_scores_gemma":[0.0010728515,0.0016685706,0.734573,0.00008648848,0.0000035665676,0.0000070231245,0.22986224,0.0000064758606,0.0000033467618,0.000098143275,0.032550275,0.000068020476],"about_ca_topic_score_codex":0.033480965,"about_ca_topic_score_gemma":0.029542409,"teacher_disagreement_score":0.17940573,"about_ca_system_score_codex":0.0004352961,"about_ca_system_score_gemma":0.00062245916,"threshold_uncertainty_score":0.9881659},"labels":[],"label_agreement":null},{"id":"W4362665211","doi":"10.1108/ijbm-07-2022-0320","title":"The COVID-19 pandemic and perceived risks of immigrants in the United States","year":2023,"lang":"en","type":"article","venue":"International Journal of Bank Marketing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Pandemic; Risk perception; Immigration; Demographic economics; Coronavirus disease 2019 (COVID-19); Government (linguistics); Actuarial science; Ordinary least squares; Survey data collection; Financial risk; Originality; Business; Perception; Demography; Psychology; Environmental health; Economics; Medicine; Disease; Geography; Social psychology; Sociology; Econometrics; Statistics","score_opus":0.17174670572832196,"score_gpt":0.4831216414470883,"score_spread":0.31137493571876634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362665211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735891,0.0002654293,0.000013149123,0.025207741,0.00039900024,0.00011465347,0.000014992749,0.00000944987,0.0003864869],"genre_scores_gemma":[0.99246293,0.0058487295,0.0000101977785,0.00130871,0.00016322597,0.0000068895924,0.00000841695,0.0000061796472,0.00018469295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766946,0.0011213691,0.00058196223,0.000062689745,0.0003966473,0.00016787733],"domain_scores_gemma":[0.98984486,0.009277934,0.0004722082,0.000058351194,0.00031162275,0.000035029476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007351163,0.00006717189,0.00012929314,0.0002240442,0.00037150495,0.000015000701,0.0003262034,0.00003580084,0.00004252131],"category_scores_gemma":[0.0038522463,0.00003568856,0.00004775514,0.00020583773,0.00008507304,0.000058157566,0.00011198047,0.00038205617,0.0000026669525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003787772,0.000010612802,0.97486794,0.00002788499,0.000095645315,0.000022488637,0.013757243,0.00007348522,0.00007081957,0.00010467806,0.008124481,0.002465931],"study_design_scores_gemma":[0.0008060052,0.000024203628,0.94045234,0.00022462392,0.000012689749,0.000015913025,0.032929566,0.0003028612,6.2716833e-7,0.001288962,0.02390296,0.000039228566],"about_ca_topic_score_codex":0.0014786607,"about_ca_topic_score_gemma":0.00080709276,"teacher_disagreement_score":0.034415595,"about_ca_system_score_codex":0.00007545682,"about_ca_system_score_gemma":0.00008002844,"threshold_uncertainty_score":0.46117768},"labels":[],"label_agreement":null},{"id":"W4362689219","doi":"10.3138/cjpe.16.005","title":"Insurance Claimants Working While on Claim","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Unemployment; Work (physics); Actuarial science; Business; Labour economics; Insurance policy; Economics; Economic growth","score_opus":0.3355999945586563,"score_gpt":0.4889647120288136,"score_spread":0.15336471747015729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362689219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95541114,0.0011349735,0.000031263622,0.0061855675,0.0019340793,0.0013466394,0.000004162493,0.00002532768,0.03392684],"genre_scores_gemma":[0.99762404,0.00008775828,0.00017701344,0.00067069806,0.00078151317,0.000112633104,0.000008599795,0.00001754087,0.0005201919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803174,0.00042686847,0.00052574766,0.000119996694,0.0004426674,0.0004529761],"domain_scores_gemma":[0.9982584,0.00012128125,0.00041408866,0.00013508374,0.00074827066,0.00032288823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020733734,0.00011505039,0.00019994669,0.0002754666,0.0008475321,0.000025062745,0.00014992201,0.00010754735,0.0006986527],"category_scores_gemma":[0.00035420948,0.0000978333,0.00007172176,0.00031703588,0.00004849497,0.00014344536,0.000008206395,0.00048667873,0.00010881935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003488461,0.000023054135,0.6374558,0.000010660924,0.000032912543,0.000019197752,0.0015017291,0.00004155115,0.0000044444578,0.00033493768,0.00986618,0.35067463],"study_design_scores_gemma":[0.0012094234,0.00039496188,0.6589914,0.00063258986,0.00005090684,0.0000090421,0.0010256516,0.00016274807,0.0000036206404,0.0018081343,0.3355814,0.00013015121],"about_ca_topic_score_codex":0.0009971253,"about_ca_topic_score_gemma":0.04563102,"teacher_disagreement_score":0.35054448,"about_ca_system_score_codex":0.00051462906,"about_ca_system_score_gemma":0.0013204607,"threshold_uncertainty_score":0.9717837},"labels":[],"label_agreement":null},{"id":"W4362697282","doi":"10.33818/ier.1201608","title":"Wellbeing Consequences of Unemployment and Working with a Job Dissatisfaction in Turkey","year":2023,"lang":"en","type":"article","venue":"International Econometric Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Life satisfaction; Demographic economics; General Social Survey; Job loss; Job satisfaction; Psychology; Labour economics; Economics; Social psychology; Economic growth; Geography","score_opus":0.11802386269745162,"score_gpt":0.41062962986030815,"score_spread":0.2926057671628565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362697282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258192,0.030368844,0.000026057658,0.017058719,0.0006112203,0.00094775006,0.000014401991,0.000054671094,0.02509913],"genre_scores_gemma":[0.8943304,0.104330726,0.000050591672,0.0002772744,0.00004270232,0.00014535751,0.000012131597,0.0000074484906,0.0008033994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989704,0.00008130183,0.00049894233,0.0001683226,0.00013436672,0.0001466661],"domain_scores_gemma":[0.99910325,0.00049016223,0.00024395948,0.000075424934,0.00005895115,0.00002822798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006287983,0.00008358751,0.00027689707,0.0005064538,0.00007993444,0.000005355264,0.00008924056,0.00002669723,0.00024266634],"category_scores_gemma":[0.000220168,0.00006324738,0.000028178496,0.0008881123,0.00005300636,0.00009750123,0.000076701624,0.00011902105,0.000040277526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007691559,0.000006549874,0.9809913,0.00060607126,0.000050564475,0.0000032347832,0.00020059932,0.000014703079,0.000004580509,0.0031646579,0.0008183013,0.014131751],"study_design_scores_gemma":[0.00047936162,0.000048111142,0.9364974,0.008844162,0.000024747571,0.0000022603167,0.0004056491,0.00008419493,0.000005262811,0.0010503613,0.052430302,0.00012819748],"about_ca_topic_score_codex":0.0005506378,"about_ca_topic_score_gemma":0.00015699997,"teacher_disagreement_score":0.073961884,"about_ca_system_score_codex":0.00009717272,"about_ca_system_score_gemma":0.0000369948,"threshold_uncertainty_score":0.26570264},"labels":[],"label_agreement":null},{"id":"W4365148650","doi":"10.1177/0920203x231167046","title":"Outsourcing authoritarian governance: The privatization of mayors’ hotlines in China","year":2023,"lang":"en","type":"article","venue":"China Information","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Authoritarianism; Hotline; Corporate governance; Outsourcing; China; Business; Government (linguistics); Institution; Public relations; Economic interventionism; Public administration; Political science; Politics; Finance; Marketing; Law","score_opus":0.02679430148177289,"score_gpt":0.35223667943440284,"score_spread":0.32544237795263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365148650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605308,0.000039808794,0.0007709502,0.013011316,0.0007895305,0.00077046396,0.00002355349,0.00016116185,0.023902403],"genre_scores_gemma":[0.99873763,0.00014549059,0.00004534465,0.00010856596,0.000113806986,0.00007121506,0.000113178045,0.0000070843607,0.00065770914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988894,0.000082285915,0.000559018,0.000056792054,0.00020530337,0.00020719276],"domain_scores_gemma":[0.9993248,0.000093806724,0.00034691306,0.00015301547,0.000064871754,0.000016590851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007390862,0.00008600229,0.0001370773,0.00010452155,0.0005072645,0.000008249781,0.00012651373,0.00007518303,0.00003824944],"category_scores_gemma":[0.00043595216,0.000058206093,0.000029640703,0.0006267736,0.00002681819,0.00061519054,0.000104901184,0.00022047797,0.0001284674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004438319,0.00001731063,0.6875588,0.0005894941,0.000020861156,3.3965247e-7,0.1680987,0.0018030168,0.000029336692,0.10575239,0.019423049,0.016662283],"study_design_scores_gemma":[0.00036838828,0.000017599701,0.9765253,0.00017501245,0.000004715468,8.0656086e-8,0.004280978,0.0038276073,0.000015806314,0.0018235263,0.012898328,0.00006266542],"about_ca_topic_score_codex":0.0005536376,"about_ca_topic_score_gemma":0.00013474771,"teacher_disagreement_score":0.28896648,"about_ca_system_score_codex":0.0000663389,"about_ca_system_score_gemma":0.00004380156,"threshold_uncertainty_score":0.39015198},"labels":[],"label_agreement":null},{"id":"W4365386026","doi":"10.46692/9781529218985.009","title":"Flexible Temporalities, Flexible Trajectories: Montreal’s Nursing Home Crisis as an Example of Temporary Workers’ Complicated Urban Labor Geographies","year":2021,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Temporalities; Labour economics; Sociology; Nursing; Political science; Medicine; Economics; Law","score_opus":0.08806176687067463,"score_gpt":0.38313196075841194,"score_spread":0.2950701938877373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365386026","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00276251,0.024032602,0.00013477758,0.0022435389,0.0016137913,0.0016190275,0.00080865494,0.0021631257,0.96462196],"genre_scores_gemma":[0.020076832,0.0021612118,0.0006295733,0.0009839835,0.0010352515,0.000432614,0.0029502627,0.000886269,0.97084403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99502194,0.00074626924,0.0013163498,0.0011519267,0.0006594323,0.0011040558],"domain_scores_gemma":[0.9965287,0.0003403979,0.00094673946,0.0014453477,0.00039738658,0.00034141456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040732298,0.0008804091,0.0018412966,0.0010606617,0.00083557086,0.00003980715,0.0005724171,0.000953587,0.014915029],"category_scores_gemma":[0.000026633352,0.0007777225,0.00031400725,0.0017052077,0.00045915903,0.00017601253,0.00022153839,0.00069722236,0.00005267588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097667,0.00032429871,0.18143766,0.0008120433,0.0005207606,0.000009786568,0.0055059204,1.2236154e-7,0.000010202176,0.007972411,0.8030664,0.00024275943],"study_design_scores_gemma":[0.0012934459,0.00030372615,0.029945996,0.0042420845,0.0002011329,0.0000016194509,0.07960133,9.423849e-7,0.000060976447,0.0051177894,0.8781578,0.0010731601],"about_ca_topic_score_codex":0.50695497,"about_ca_topic_score_gemma":0.020550504,"teacher_disagreement_score":0.48640448,"about_ca_system_score_codex":0.00014748288,"about_ca_system_score_gemma":0.00067311357,"threshold_uncertainty_score":0.9994674},"labels":[],"label_agreement":null},{"id":"W4366265069","doi":"10.1038/s44220-023-00042-y","title":"The coming global economic downturn and suicide: a call to action","year":2023,"lang":"en","type":"article","venue":"Nature Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Recession; Action (physics); Call to action; Economics; Business; Keynesian economics; Advertising","score_opus":0.05635056570458603,"score_gpt":0.49286162276645373,"score_spread":0.4365110570618677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366265069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7764583,0.0019399085,0.0000035121848,0.21267292,0.003881972,0.0013835989,0.00016610019,0.00020867387,0.0032850017],"genre_scores_gemma":[0.98386943,0.0015942646,0.000035265075,0.010364227,0.0004717362,0.00009545105,0.00005525422,0.000015600082,0.0034987594],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986899,0.00017551133,0.00026587187,0.00021272947,0.00013083214,0.00052515266],"domain_scores_gemma":[0.9993814,0.00020901726,0.00009523381,0.00013194564,0.000019041172,0.00016334472],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007146661,0.00011416244,0.00017056707,0.000036171532,0.0026205073,0.000013223945,0.00009238198,0.00013923926,0.000019106623],"category_scores_gemma":[0.000032181077,0.00007766725,0.00002817347,0.00015453801,0.000031554828,0.00005098766,0.00019457172,0.0005402702,0.0002827284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015788773,0.000011219997,0.22423688,0.00013488047,0.00003473255,0.0000013607746,0.003526027,0.0000012189297,0.000016132513,0.0066741193,0.728148,0.03705753],"study_design_scores_gemma":[0.00065941055,0.00014075678,0.5013304,0.00013413077,0.0000046766518,0.0000021044686,0.004680024,0.000054016105,0.0000045712063,0.00077422115,0.49209934,0.00011638638],"about_ca_topic_score_codex":0.0016494242,"about_ca_topic_score_gemma":0.020221585,"teacher_disagreement_score":0.2770935,"about_ca_system_score_codex":0.00084390515,"about_ca_system_score_gemma":0.00014146372,"threshold_uncertainty_score":0.99867797},"labels":[],"label_agreement":null},{"id":"W4366269342","doi":"10.1038/s41598-023-32926-5","title":"Alcohol control policies reduce all-cause mortality in Baltic Countries and Poland between 2001 and 2020","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Control (management); Environmental health; Environmental protection; Geography; Medicine; Computer science","score_opus":0.12613588287757482,"score_gpt":0.4489025868500144,"score_spread":0.32276670397243956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366269342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880279,0.00050651154,0.0000019404806,0.0066819913,0.0025712536,0.0008211457,0.000044441666,0.00012776107,0.0012170897],"genre_scores_gemma":[0.98943377,0.0003208701,0.000005413473,0.00024947844,0.00019160012,0.0000829585,0.00006198951,0.000016078233,0.009637863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732816,0.00020690673,0.0007324159,0.00061681017,0.0003962003,0.0007194901],"domain_scores_gemma":[0.9986621,0.00034535557,0.00026865664,0.00042293704,0.000115671246,0.00018525316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033648312,0.00017623435,0.00039477443,0.00021372567,0.0010364712,0.00009161203,0.00007023173,0.00011209754,0.00006227321],"category_scores_gemma":[0.0003893189,0.00014573541,0.000030448795,0.00050615415,0.00047777838,0.00018607176,0.00020705107,0.0002309223,0.00003891027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000716461,0.000008608872,0.9043608,0.00009267123,0.0000905583,0.0001440481,0.0028626667,7.6498196e-7,0.00027393474,0.00009531989,0.09200966,0.000053849722],"study_design_scores_gemma":[0.00051297783,0.000017719056,0.95111644,0.00010505672,0.000101809965,0.000008852465,0.0015010815,0.000018849778,0.000026298234,0.0030968203,0.04333548,0.0001586166],"about_ca_topic_score_codex":0.001337786,"about_ca_topic_score_gemma":0.0014390533,"teacher_disagreement_score":0.04867418,"about_ca_system_score_codex":0.000052305248,"about_ca_system_score_gemma":0.00015183962,"threshold_uncertainty_score":0.79718035},"labels":[],"label_agreement":null},{"id":"W4366495748","doi":"10.1332/273241721x16793134787483","title":"Interwoven, cross-sector, situational and enduring solidarities: crisis, resistance and de-privatisation in care work","year":2023,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solidarity; Resistance (ecology); Situational ethics; Care work; Liminality; Sociology; Work (physics); Political science; Political economy; Public relations; Gender studies; Law","score_opus":0.040180986680224635,"score_gpt":0.37764069874905454,"score_spread":0.3374597120688299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366495748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772653,0.0014462186,0.000014873899,0.0045272294,0.00016563486,0.00034166547,0.00001813268,0.000038564784,0.01618241],"genre_scores_gemma":[0.998436,0.00013359751,0.00007578889,0.00079177367,0.000116525254,0.00017351349,0.00001910804,0.000006431051,0.0002473115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998977,0.00015697777,0.0003020098,0.00019746658,0.00006254653,0.00030402179],"domain_scores_gemma":[0.9994153,0.00033278743,0.00007450057,0.00011947338,0.000029480476,0.000028493454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050835416,0.000100358695,0.00014676843,0.000057224705,0.00037442072,0.00004303319,0.000110199944,0.00008055755,0.000031956086],"category_scores_gemma":[0.00008168168,0.00008911363,0.000017365746,0.0003326107,0.00006878809,0.00012074308,0.00014258437,0.00020018037,0.000021724749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053801403,0.0000047061103,0.9666271,0.000093288116,0.000007959913,0.000003031643,0.02005212,0.000018204832,9.704466e-8,0.00754177,0.0053391736,0.00025873986],"study_design_scores_gemma":[0.00045146476,0.0000060868056,0.94390845,0.00027037718,0.000002949202,2.257921e-7,0.01803279,0.0000031031188,5.463172e-7,0.024910672,0.012327503,0.00008582404],"about_ca_topic_score_codex":0.00021035555,"about_ca_topic_score_gemma":0.0028014777,"teacher_disagreement_score":0.02271865,"about_ca_system_score_codex":0.0003176274,"about_ca_system_score_gemma":0.000051393527,"threshold_uncertainty_score":0.36339483},"labels":[],"label_agreement":null},{"id":"W4366815097","doi":"10.1016/j.ssmph.2023.101413","title":"A cross-sectional analysis of work schedule notice and depressive symptoms in the United States","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Institute on Aging","keywords":"Notice; Work schedule; Cross-sectional study; Schedule; Depressive symptoms; Work (physics); Psychology; Psychiatry; Political science; Statistics; Economics; Engineering; Mathematics; Law; Management; Anxiety","score_opus":0.0866445843279774,"score_gpt":0.4665599700403068,"score_spread":0.3799153857123294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366815097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958153,0.00015830898,0.000041465097,0.0032314782,0.00014385843,0.00045191584,0.0000444977,0.000058129113,0.00005505631],"genre_scores_gemma":[0.99728525,0.00014798531,0.000023117107,0.0011425872,0.00005799757,0.00007560254,0.0010014334,0.0000088819825,0.00025716564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980671,0.00058791187,0.0005834206,0.00019012378,0.00025735388,0.00031412198],"domain_scores_gemma":[0.9985139,0.0008483203,0.00030753363,0.00016322639,0.00011750207,0.000049528957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011997537,0.00009029455,0.0002553376,0.00061470334,0.000741364,0.000010518012,0.00007710005,0.000076657976,0.00006189199],"category_scores_gemma":[0.00016879084,0.00006603373,0.00004596785,0.0032330975,0.000048064765,0.00007342498,0.00005620711,0.00024124567,0.000010465206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029208975,0.000019149888,0.9841823,0.00007881933,0.0001087672,4.0045254e-7,0.009215871,0.0039837426,3.7850472e-7,0.001880734,0.00033956498,0.00016105204],"study_design_scores_gemma":[0.00036322174,0.00002983981,0.99402183,0.0000511493,0.000041478223,6.0723806e-8,0.0019496959,0.002532254,1.2675243e-7,0.0006610978,0.00029369292,0.000055569995],"about_ca_topic_score_codex":0.0067888866,"about_ca_topic_score_gemma":0.0023921526,"teacher_disagreement_score":0.009839501,"about_ca_system_score_codex":0.000080377155,"about_ca_system_score_gemma":0.00005388258,"threshold_uncertainty_score":0.999825},"labels":[],"label_agreement":null},{"id":"W4366992484","doi":"10.1016/j.ssmph.2023.101414","title":"Mental health and labor supply: Evidence from Canada","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Instrumental variable; Spillover effect; Psychology; Demographic economics; Psychiatry; Economics; Econometrics","score_opus":0.09626848669155673,"score_gpt":0.4514740351573205,"score_spread":0.35520554846576374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366992484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8131576,0.0030203918,0.0000020501986,0.18126017,0.0011234939,0.0008415557,0.00036503945,0.0001791323,0.00005056565],"genre_scores_gemma":[0.97623664,0.0040128483,0.00010547181,0.016447002,0.0003367992,0.000072495954,0.0011068962,0.000025751966,0.0016560908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753255,0.0005095137,0.00061673654,0.00032329935,0.00036316732,0.00065474835],"domain_scores_gemma":[0.9987115,0.0003775003,0.00029409374,0.00020442015,0.000054277683,0.00035818905],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00067325623,0.00014873128,0.00033539426,0.00008378188,0.001980164,0.000007919318,0.000078942314,0.000057395933,0.00020843201],"category_scores_gemma":[0.00015433016,0.00013672825,0.00001985074,0.00034510661,0.000020594252,0.0001432316,0.00010822829,0.0002578851,0.00006186089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016538528,0.00000426907,0.7854234,0.00014055986,0.0000088180195,6.0866955e-7,0.008255642,0.000001462319,0.0000013581765,0.00047798394,0.20341288,0.0022564628],"study_design_scores_gemma":[0.00034865402,0.000069327776,0.97018033,0.00049816095,0.000002197431,1.5816546e-7,0.0063672354,0.00007725053,3.8818695e-7,0.0007503587,0.021597873,0.00010807894],"about_ca_topic_score_codex":0.9490236,"about_ca_topic_score_gemma":0.91499007,"teacher_disagreement_score":0.1847569,"about_ca_system_score_codex":0.0007494965,"about_ca_system_score_gemma":0.0017489729,"threshold_uncertainty_score":0.99931914},"labels":[],"label_agreement":null},{"id":"W4367048711","doi":"10.1007/s11113-023-09784-0","title":"Differences in Skill Requirements Between Jobs Held by Immigrant and Native Women Across Five European Destinations","year":2023,"lang":"en","type":"article","venue":"Population Research and Policy Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Universidad de Alcalá","keywords":"Immigration; Destinations; Earnings; Wage; European union; Demographic economics; Distribution (mathematics); Recession; Proxy (statistics); Labour economics; Net migration rate; Economics; Business; Geography; Population; Demography; Sociology","score_opus":0.3231814078600735,"score_gpt":0.5809837743445682,"score_spread":0.25780236648449467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367048711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706466,0.009720811,0.0000016141788,0.016832065,0.000025394804,0.0011265784,0.00018190983,0.00004724757,0.0014177506],"genre_scores_gemma":[0.89733374,0.0953379,0.0000068630206,0.00045517416,0.00012985055,0.00031421304,0.0001648774,0.000014462407,0.0062429057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688065,0.001382053,0.00045900987,0.00025432374,0.00033898588,0.00068499526],"domain_scores_gemma":[0.99866223,0.0007778175,0.00010427338,0.00012485433,0.00016796125,0.00016287791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033163093,0.00011986696,0.0003231462,0.00021677706,0.0011158778,0.000023280762,0.00010761172,0.00004183619,0.000035911013],"category_scores_gemma":[0.0016250726,0.00009267717,0.000018097795,0.0010181422,0.00011811734,0.00013456053,0.0003168183,0.00034809927,0.000076621975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054671145,0.000014701392,0.95922595,0.0012105274,0.000018681192,0.0000015692347,0.01145535,1.5586792e-8,0.0000031895017,0.0009816019,0.008753924,0.018329028],"study_design_scores_gemma":[0.0003208097,0.00008637968,0.98076916,0.0022221678,0.0000035904993,1.2531937e-7,0.0017725806,0.0000037043608,4.2436073e-7,0.0028346789,0.011898435,0.00008794796],"about_ca_topic_score_codex":0.006917905,"about_ca_topic_score_gemma":0.0009976664,"teacher_disagreement_score":0.08561709,"about_ca_system_score_codex":0.00012074514,"about_ca_system_score_gemma":0.0000368592,"threshold_uncertainty_score":0.9996951},"labels":[],"label_agreement":null},{"id":"W4367157259","doi":"10.7202/1091917ar","title":"Vers une sociologie historique comparative des rapports de sexage","year":2022,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.42356299222611715,"score_gpt":0.49256276226275236,"score_spread":0.06899977003663521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367157259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7578323,0.050636277,0.007626214,0.06733782,0.004060938,0.0021976524,0.00035265184,0.0007223789,0.109233804],"genre_scores_gemma":[0.72094995,0.03990158,0.009711283,0.012029526,0.0011759643,0.0023014704,0.00025407306,0.00014464273,0.2135315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91597897,0.08038348,0.00075084425,0.0007144765,0.0002344385,0.0019378146],"domain_scores_gemma":[0.980746,0.017617904,0.00054287096,0.0004703032,0.00021684052,0.0004061251],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.033283096,0.00059371,0.001034011,0.00014171372,0.0046250727,0.0000141322325,0.00065432827,0.006340962,0.0010649539],"category_scores_gemma":[0.005268977,0.00063511863,0.0004241468,0.0005820283,0.004182664,0.00014925844,0.00041762603,0.02415492,0.0000872062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002816936,0.00039318897,0.047467783,0.0005412454,0.0007804396,0.0002412735,0.56958705,0.00031878182,0.0006880168,0.051430125,0.3217511,0.006519294],"study_design_scores_gemma":[0.0011268975,0.000990977,0.009582511,0.00013137443,0.00022344769,0.000031768875,0.40174007,0.00006369459,0.00014252581,0.19877918,0.3863377,0.0008498416],"about_ca_topic_score_codex":0.0023749813,"about_ca_topic_score_gemma":0.0003657729,"teacher_disagreement_score":0.167847,"about_ca_system_score_codex":0.049001858,"about_ca_system_score_gemma":0.0065572984,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W4367182180","doi":"10.3390/ijerph20095664","title":"Furloughed Employees’ Voluntary Turnover: The Role of Procedural Justice, Job Insecurity, and Job Embeddedness","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université Laval","funders":"Université Laval","keywords":"Job embeddedness; Turnover; Payroll; Business; Job insecurity; Job satisfaction; Procedural justice; Organizational justice; Demographic economics; Job enrichment; Labour economics; Job design; Job performance; Psychology; Organizational commitment; Economics; Social psychology; Accounting; Work (physics); Management","score_opus":0.09095752301271685,"score_gpt":0.44865548095819946,"score_spread":0.3576979579454826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367182180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483473,0.0021251498,0.0000036679,0.047792498,0.0003996484,0.00031376723,0.00010563129,0.000009792435,0.00090257474],"genre_scores_gemma":[0.9891201,0.008959117,0.000019266423,0.0007049648,0.0005141512,0.000018868184,0.000016858645,0.000015526462,0.0006311343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967604,0.0005633824,0.00067456334,0.00016271502,0.0012733784,0.00056553556],"domain_scores_gemma":[0.99814606,0.0008667685,0.00032100995,0.00011491909,0.00022111468,0.00033015196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032472773,0.00011706474,0.0002487291,0.00037593127,0.0007257324,0.000037842856,0.00040744012,0.000069311005,0.00018023617],"category_scores_gemma":[0.000428761,0.000078810386,0.00004849879,0.00021840201,0.00044938637,0.00033028293,0.00064957165,0.0008588934,0.000019104984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023610427,0.00025764262,0.93937427,0.00016943185,0.00021658208,0.000020647107,0.012036503,6.0388965e-7,0.00036465738,0.0037654908,0.0180172,0.025540892],"study_design_scores_gemma":[0.0009613364,0.0006078617,0.90903574,0.00015356952,0.000007879495,0.000028586686,0.025601422,0.000031425316,0.000010927134,0.006131151,0.057354555,0.000075516706],"about_ca_topic_score_codex":0.0004944289,"about_ca_topic_score_gemma":0.0003371611,"teacher_disagreement_score":0.04708753,"about_ca_system_score_codex":0.0002370252,"about_ca_system_score_gemma":0.00045034912,"threshold_uncertainty_score":0.55818206},"labels":[],"label_agreement":null},{"id":"W4367602730","doi":"10.18332/popmed/165514","title":"Understanding the impacts of COVID-19 on the mental health and intention to leave among the Canadian public health workforce","year":2023,"lang":"en","type":"article","venue":"Population Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Workforce; Mental health; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Sick leave; Pandemic; Environmental health; Medicine; Business; Political science; Nursing; Psychiatry; Virology","score_opus":0.4209018986016297,"score_gpt":0.48651628177295675,"score_spread":0.06561438317132706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367602730","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19957864,0.00018237862,0.0002213268,0.7976732,0.00041580398,0.0013078506,0.000012351211,0.000039437113,0.0005690023],"genre_scores_gemma":[0.9596264,0.00028080007,0.0000014397502,0.039281603,0.00013587768,0.000046211415,0.00011035042,0.000011236936,0.0005060985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979818,0.0006689761,0.0004181768,0.00013841302,0.00035110392,0.0004415234],"domain_scores_gemma":[0.99837303,0.00065787195,0.00027211994,0.00019707414,0.000043135922,0.00045677606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00402654,0.000100525256,0.0001894645,0.00020149471,0.004255191,0.000010037802,0.000110860055,0.000037811882,0.00006782408],"category_scores_gemma":[0.0013710207,0.00004422043,0.00002207015,0.0006436784,0.00015472529,0.000048007616,0.000055883407,0.00026737183,0.00000945848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017656484,0.0000035341004,0.7125729,0.00007143042,0.000021181131,1.9188269e-7,0.07733591,0.000008844493,8.438368e-7,0.06890399,0.14027207,0.00079145626],"study_design_scores_gemma":[0.00047620235,0.00024653954,0.83095133,0.00046991077,0.0000063008188,4.95026e-7,0.14350465,0.00024415224,8.110799e-8,0.003754431,0.020286746,0.000059134258],"about_ca_topic_score_codex":0.32599944,"about_ca_topic_score_gemma":0.73874784,"teacher_disagreement_score":0.76004773,"about_ca_system_score_codex":0.0012511447,"about_ca_system_score_gemma":0.00042246038,"threshold_uncertainty_score":0.9970411},"labels":[],"label_agreement":null},{"id":"W4367840818","doi":"10.22533/at.ed.973352326048","title":"REORGANIZATION OF TEMPORARY TRANSNATIONAL WORK IN TIMES OF GOBAL PANDEMIC. THE IMPACT ON THE HEALTH OF MEXICAN WORKERS IN THE UNITED STATES AND CANADA","year":2023,"lang":"en","type":"article","venue":"Journal of Agricultural Sciences Research (2764-0973)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Work (physics); Coronavirus disease 2019 (COVID-19); Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demographic economics; Medicine; Virology; Economics; Engineering","score_opus":0.12402243744595182,"score_gpt":0.46135800980417874,"score_spread":0.3373355723582269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367840818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8996025,0.00019435951,2.0695171e-7,0.09957635,0.000049579223,0.00036397914,0.000021786289,0.0000020593986,0.00018923378],"genre_scores_gemma":[0.99897563,0.00076184975,0.000005029873,0.00011690526,0.00004059869,0.000004516344,0.000010032819,0.0000025207034,0.000082918246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958195,0.0017252632,0.00066784205,0.000097614495,0.0013358885,0.00035387828],"domain_scores_gemma":[0.9950742,0.0038372853,0.00044946087,0.00007385693,0.00050581695,0.00005935454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008549871,0.00008602557,0.00023776795,0.00028139685,0.000581312,0.000013948239,0.0004913383,0.000037149905,0.000044182947],"category_scores_gemma":[0.00054720294,0.000027557757,0.000039857412,0.0048884423,0.00047949498,0.00012790525,0.000068332534,0.0005958195,2.3127285e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010184096,0.000036454185,0.9481524,0.00003120941,0.000025329127,0.0000011914653,0.008435856,0.0011759421,0.00008640315,0.000912317,0.04088153,0.00015953172],"study_design_scores_gemma":[0.00019628991,0.00031495193,0.8839135,0.0002261485,0.0000016975297,0.0000011559679,0.11452259,0.000027619408,0.00002171536,0.00061171997,0.00013295987,0.000029659019],"about_ca_topic_score_codex":0.24677312,"about_ca_topic_score_gemma":0.19527051,"teacher_disagreement_score":0.10608674,"about_ca_system_score_codex":0.00020334523,"about_ca_system_score_gemma":0.001180111,"threshold_uncertainty_score":0.8194137},"labels":[],"label_agreement":null},{"id":"W4376055345","doi":"10.1504/ijmcp.2023.10056153","title":"Disengaged: The Problem of Employee Engagement in Gig Workers","year":2023,"lang":"en","type":"article","venue":"International Journal of Management Concepts and Philosophy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Employee engagement; Business; Public relations; Political science","score_opus":0.08074923699606927,"score_gpt":0.4190718360732877,"score_spread":0.3383225990772184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376055345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8666711,0.0007105736,0.00009936054,0.06580081,0.0016879925,0.00088502304,0.000021582986,0.00003397091,0.064089626],"genre_scores_gemma":[0.9967058,0.0012439744,0.00013451831,0.0005805773,0.00040629052,0.00002931765,0.000004199185,0.000010483397,0.0008848836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982496,0.00032572905,0.0006528944,0.00010921074,0.00048738503,0.00017517203],"domain_scores_gemma":[0.9988665,0.00041921198,0.00039595002,0.000090229194,0.0001915958,0.000036484882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015495414,0.000105033294,0.00019645752,0.00028161035,0.00019876318,0.000012217736,0.00035647638,0.000031471558,0.00010646617],"category_scores_gemma":[0.000033079188,0.000067578345,0.000077394776,0.00020415812,0.00010189032,0.000120308134,0.00031828447,0.00038411052,0.000012680798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025267177,0.00008304464,0.8707073,0.0001795903,0.00081230036,0.00010960726,0.010644761,0.00014427373,0.00001728546,0.07058519,0.024084294,0.022379724],"study_design_scores_gemma":[0.0031797348,0.0001866351,0.7381838,0.0013954559,0.000082585255,0.0000018457968,0.012580668,0.000021022886,0.0000062729337,0.10502106,0.13917007,0.00017088234],"about_ca_topic_score_codex":0.000030178257,"about_ca_topic_score_gemma":0.00001581983,"teacher_disagreement_score":0.13252348,"about_ca_system_score_codex":0.000048994112,"about_ca_system_score_gemma":0.000022297027,"threshold_uncertainty_score":0.2755765},"labels":[],"label_agreement":null},{"id":"W4376871167","doi":"10.1097/ede.0000000000001629","title":"Differential Employment Quality and Educational Inequities in Mental Health: A Causal Mediation Analysis","year":2023,"lang":"en","type":"article","venue":"Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute for Occupational Safety and Health; National Institute of Mental Health; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Mental health; Educational attainment; Mediation; Psychology; Distress; Mental distress; Construct (python library); Demography; Demographic economics; Medicine; Gerontology; Clinical psychology; Sociology; Political science; Psychiatry; Economics","score_opus":0.255260984786247,"score_gpt":0.5462325455279751,"score_spread":0.2909715607417281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376871167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7826597,0.0003729534,0.000074323674,0.21550472,0.0007086937,0.00032635708,0.00007119473,0.000059752205,0.00022226946],"genre_scores_gemma":[0.9909209,0.0012476204,0.00005708482,0.0040045236,0.00042816147,0.00032206043,0.0010164548,0.000010103457,0.001993067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954475,0.0025174816,0.0010518901,0.0003135187,0.0001162845,0.000553279],"domain_scores_gemma":[0.99544793,0.003953652,0.0003232244,0.00013886644,0.000036992285,0.000099354795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028934288,0.00013081158,0.000708608,0.00040316777,0.00049597595,0.0000017219056,0.000067945315,0.00011713692,0.0005568832],"category_scores_gemma":[0.0014714751,0.000111191795,0.00006881935,0.00047946215,0.00010300831,0.000051409763,0.00018553226,0.000252339,0.00007031251],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026922398,0.000028444309,0.94566613,0.000050858365,0.00014633793,1.9471479e-7,0.005690844,0.0000066424195,0.00000876041,0.017646957,0.0300059,0.0007220181],"study_design_scores_gemma":[0.0004374433,0.000045054097,0.9844278,0.0000178103,0.000018355255,1.08094824e-7,0.001579473,0.00015291512,2.6224205e-7,0.010138802,0.0030927125,0.00008923947],"about_ca_topic_score_codex":0.0046845325,"about_ca_topic_score_gemma":0.011758811,"teacher_disagreement_score":0.2115002,"about_ca_system_score_codex":0.00020088421,"about_ca_system_score_gemma":0.00013762584,"threshold_uncertainty_score":0.7081643},"labels":[],"label_agreement":null},{"id":"W4376871813","doi":"10.1027/0227-5910/a000908","title":"Financial Stress, Unemployment, and Suicide – A Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Crisis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Unemployment; Meta-analysis; Socioeconomic status; Mental health; Medicine; Demography; Population; Psychiatry; Psychology; Economics; Internal medicine; Environmental health; Economic growth","score_opus":0.4244780952885203,"score_gpt":0.5294253649717003,"score_spread":0.10494726968318002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376871813","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004337596,0.99482554,0.000016674489,0.0013608134,0.0003212507,0.0012649244,0.0011860915,0.00023301889,0.0007873464],"genre_scores_gemma":[0.0000050696426,0.98090243,0.000022987746,0.00040695185,0.00033869586,0.001667806,0.00034737278,0.0000935973,0.016215086],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961224,0.00079637923,0.0012746827,0.0007626192,0.00034438245,0.00069951045],"domain_scores_gemma":[0.9972907,0.0011136067,0.0006770418,0.0006681915,0.0001247356,0.00012578302],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073938916,0.0006208148,0.005898176,0.0006338386,0.0009726873,0.00002500892,0.0003062737,0.00050094665,0.001134728],"category_scores_gemma":[0.0002778613,0.00041604432,0.0029106927,0.0016282828,0.000068720445,0.000057154422,0.0006158067,0.0007665987,0.00074005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067715782,0.00006524288,0.002225327,0.046861652,0.45352337,0.00005856172,0.0011655684,6.6990714e-7,3.9813903e-9,0.0028567843,0.43897587,0.05426018],"study_design_scores_gemma":[0.0000561188,0.000011512242,0.00005143405,0.0004945221,0.38713536,9.841926e-8,0.00018438556,1.5794498e-7,1.0171568e-8,0.0002613248,0.6115707,0.00023437184],"about_ca_topic_score_codex":0.0013214005,"about_ca_topic_score_gemma":0.0029806609,"teacher_disagreement_score":0.17259486,"about_ca_system_score_codex":0.00009403438,"about_ca_system_score_gemma":0.0002488826,"threshold_uncertainty_score":0.9998291},"labels":[],"label_agreement":null},{"id":"W4376879786","doi":"10.1016/j.socscimed.2023.115970","title":"Experiences of insecurity among non-standard workers across different welfare states: A qualitative cross-country study","year":2023,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Cape Breton University; St. Lawrence College","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Welfare; Welfare state; Demographic economics; Immigration; Context (archaeology); Political science; Politics; Economic growth; Development economics; Sociology; Economics; Geography","score_opus":0.0719852845324394,"score_gpt":0.5249581261343553,"score_spread":0.4529728416019159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376879786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932261,0.000053287884,0.000010453133,0.0021148443,0.0015354195,0.0010388867,0.000058638903,0.00012849097,0.001833846],"genre_scores_gemma":[0.9985939,0.000026731903,7.3852937e-7,0.00012962389,0.00035464106,0.00038410383,0.000013693501,0.000013496615,0.00048304995],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995731,0.00036884338,0.0007521208,0.00051826565,0.0016410635,0.00098869],"domain_scores_gemma":[0.998196,0.00045053297,0.0003988878,0.0002223054,0.00055879407,0.00017348502],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004844296,0.00022993247,0.00063951686,0.00014780785,0.005194557,0.000021456517,0.0005208605,0.000094844036,0.00023550168],"category_scores_gemma":[0.0008969067,0.00015127743,0.00005719456,0.0023045149,0.006056364,0.00030876033,0.00037488906,0.00040331477,0.00000890041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005926468,0.00003679321,0.4584033,0.000039849994,0.000014888437,0.0000030134863,0.53994906,2.071873e-7,0.000017458962,0.00013143264,0.0011649678,0.0001797913],"study_design_scores_gemma":[0.0007722456,0.00026158747,0.4523911,0.00011349654,0.000008926654,1.6176621e-8,0.54583687,0.0000030825029,0.0000086245,0.00032434775,0.00019438016,0.00008537466],"about_ca_topic_score_codex":0.0035824173,"about_ca_topic_score_gemma":0.0019450533,"teacher_disagreement_score":0.0060122204,"about_ca_system_score_codex":0.0002466992,"about_ca_system_score_gemma":0.0002103782,"threshold_uncertainty_score":0.9966486},"labels":[],"label_agreement":null},{"id":"W4377004912","doi":"10.7202/1095897ar","title":"Mesurer l’intention de rester ou l’intention de quitter… telle est la question !","year":2023,"lang":"fr","type":"article","venue":"Humain et Organisation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut du Savoir Montfort; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.06911548583236099,"score_gpt":0.41476082372282685,"score_spread":0.34564533789046586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377004912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8527219,0.0008692569,0.01037258,0.113318175,0.0039667645,0.0013295002,0.000056912228,0.0008931926,0.016471677],"genre_scores_gemma":[0.93502426,0.0037913448,0.00045903688,0.0015491504,0.00089095475,0.0001486998,0.0005405933,0.000123018,0.05747296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99368495,0.003713385,0.0007465805,0.0005010119,0.00043295167,0.00092110934],"domain_scores_gemma":[0.9981134,0.0007090255,0.00036442518,0.00035329553,0.00029363087,0.00016620831],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0054183253,0.00034200097,0.00032873664,0.00031999339,0.0012680513,0.00010973943,0.00015850822,0.00067978905,0.0019578093],"category_scores_gemma":[0.00082345866,0.00036924527,0.00015550795,0.0004769904,0.0001879342,0.0005181223,0.00015992022,0.00067695545,0.0032075124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018651057,0.00058942445,0.4601706,0.001263625,0.00022541247,0.0000580089,0.11033169,0.00007271068,0.017146004,0.16405515,0.2357697,0.01013115],"study_design_scores_gemma":[0.0015696372,0.00028257008,0.8227352,0.0012074664,0.0002589201,0.000019860772,0.02035663,0.00086034636,0.00057668646,0.04179104,0.109837815,0.0005038619],"about_ca_topic_score_codex":0.0018842547,"about_ca_topic_score_gemma":0.0021086605,"teacher_disagreement_score":0.36256456,"about_ca_system_score_codex":0.0009286559,"about_ca_system_score_gemma":0.0002858369,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W4377004914","doi":"10.7202/1095896ar","title":"Les caractéristiques du travail peuvent-elles prédire le remodèlement d’emploi au-delà des caractéristiques personnelles ?","year":2023,"lang":"fr","type":"article","venue":"Humain et Organisation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.10537583819107964,"score_gpt":0.3887768930990254,"score_spread":0.28340105490794576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377004914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8938599,0.008691274,0.0006428212,0.08087917,0.0016805338,0.0016096762,0.00025533536,0.0010567757,0.011324469],"genre_scores_gemma":[0.9589346,0.017224224,0.0006284706,0.0005395584,0.0016254527,0.00021857138,0.00062947354,0.00021789833,0.019981764],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9932214,0.0026362918,0.0012040325,0.0008806447,0.00069953856,0.0013580873],"domain_scores_gemma":[0.99687964,0.0011723175,0.0006121494,0.00053155556,0.00051688537,0.00028744334],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002511478,0.0007247358,0.0007792639,0.00033895732,0.0041762674,0.00013355374,0.0003423838,0.00065833936,0.0021308698],"category_scores_gemma":[0.00067679037,0.0007575704,0.00026203977,0.00053798786,0.00070326554,0.00060092134,0.0002987268,0.0007693088,0.0009736422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013406205,0.0006950311,0.26588482,0.0019445497,0.00041352017,0.00010248921,0.49055743,0.000045263456,0.0028989795,0.084729806,0.12189457,0.030699492],"study_design_scores_gemma":[0.0013119918,0.00047480068,0.578087,0.0010345335,0.00025774344,0.000009385082,0.32387865,0.00016747181,0.0012284698,0.009262426,0.08339181,0.0008957644],"about_ca_topic_score_codex":0.029045086,"about_ca_topic_score_gemma":0.026369454,"teacher_disagreement_score":0.31220216,"about_ca_system_score_codex":0.0014023007,"about_ca_system_score_gemma":0.00080864626,"threshold_uncertainty_score":0.9998042},"labels":[],"label_agreement":null},{"id":"W4377251985","doi":"10.1515/9780773555631-014","title":"Scoping the Range of Initiatives for Protecting the Employment and Labour Rights of Illegalized Migrants in Canada and Abroad","year":2018,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Political science; Labour economics; Business; Economics; Engineering","score_opus":0.03583009216040974,"score_gpt":0.3022583198347247,"score_spread":0.26642822767431495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377251985","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07853266,0.00018642814,0.000024997325,0.0014864281,0.00052860705,0.01618396,0.0026725002,0.00006749365,0.90031695],"genre_scores_gemma":[0.46670312,0.0008026689,0.0001245705,0.00032715968,0.00015874262,0.000113200265,0.0000139312715,0.00008784567,0.5316687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984137,0.00035924802,0.00041226455,0.00029109864,0.00022816066,0.00029556136],"domain_scores_gemma":[0.99774075,0.0010922963,0.0006095088,0.0002501593,0.00025820604,0.00004908722],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045089083,0.00026513246,0.0005735506,0.00010222794,0.0015347477,0.0000038007674,0.00021673081,0.00015854715,0.000018101828],"category_scores_gemma":[0.00005146554,0.00017449436,0.00006457696,0.000015482037,0.00032641806,0.00005804957,0.00040696628,0.0004822732,1.2060113e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021813035,0.000041924453,0.012782829,0.009472041,0.0017864661,0.00004354142,0.046595942,0.000002547763,0.000026749763,0.92324114,0.0026698618,0.0011556585],"study_design_scores_gemma":[0.0086654825,0.0004115513,0.016036464,0.020570438,0.0006406466,0.0000010942724,0.011635466,0.000009788774,0.00048623068,0.0048513045,0.9357405,0.000951084],"about_ca_topic_score_codex":0.7289787,"about_ca_topic_score_gemma":0.23437923,"teacher_disagreement_score":0.9330706,"about_ca_system_score_codex":0.00017822605,"about_ca_system_score_gemma":0.00022215898,"threshold_uncertainty_score":0.9997651},"labels":[],"label_agreement":null},{"id":"W4377985539","doi":"10.56687/9781447366188-009","title":"Staff perspectives on families’ unpaid work in care homes","year":2023,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Care work; Unpaid work; Work (physics); Paid work; Sociology; Nursing; Psychology; Medicine; Engineering","score_opus":0.10142865192177199,"score_gpt":0.4055264885638735,"score_spread":0.30409783664210155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377985539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00055575784,0.002224866,6.0733817e-7,0.0008660298,0.0006028443,0.0014606763,0.0003165791,0.00046633682,0.9935063],"genre_scores_gemma":[0.00985304,0.0019890747,0.0000120529785,0.0003481181,0.0016817661,0.00047110216,0.000053840547,0.00023653773,0.9853545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720174,0.00016620486,0.00062192546,0.0007051772,0.00044798938,0.0008569457],"domain_scores_gemma":[0.99813396,0.0005800118,0.00029155874,0.00067407236,0.00018560156,0.00013481009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017108908,0.0006147662,0.00081933546,0.000736473,0.00057038787,0.000015340054,0.0003430433,0.00063442055,0.00006961328],"category_scores_gemma":[0.00012777396,0.0005494472,0.00021441444,0.000037156802,0.00021702016,0.000029883002,0.0005632738,0.0015214812,0.00034340864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014988949,0.000014128256,0.000396445,0.00055934483,0.00016841787,0.000028089045,0.13066214,0.0000029490443,5.009492e-7,0.8410258,0.023064412,0.0039278693],"study_design_scores_gemma":[0.0009351715,0.00016851319,0.0017486542,0.0029265922,0.000063599226,1.546912e-7,0.026920311,2.7590735e-7,0.0000045379306,0.010270154,0.95624954,0.0007125267],"about_ca_topic_score_codex":0.0035526583,"about_ca_topic_score_gemma":0.0018477272,"teacher_disagreement_score":0.9331851,"about_ca_system_score_codex":0.0006193816,"about_ca_system_score_gemma":0.00031523482,"threshold_uncertainty_score":0.9996957},"labels":[],"label_agreement":null},{"id":"W4377987060","doi":"10.1007/978-3-030-22767-8_1306","title":"Ethics in Workplace Mental Health","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Mental health; Psychology; Sociology; Business; Psychiatry","score_opus":0.19877800673275448,"score_gpt":0.4760113476768455,"score_spread":0.277233340944091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377987060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008765797,0.0006286173,0.0000049787936,0.12035818,0.0017800002,0.0010418545,0.00006702075,0.00029393754,0.87581664],"genre_scores_gemma":[0.00007391324,0.0072691063,0.00004334851,0.0092005655,0.0003517186,0.000059703594,0.00016368278,0.00009925968,0.9827387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783635,0.00016070736,0.000700414,0.0003581781,0.00037997888,0.0005643937],"domain_scores_gemma":[0.99851507,0.00080982817,0.0002499448,0.00025980698,0.000060855033,0.00010451659],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013769817,0.00028910002,0.000559775,0.00021319021,0.0008372067,0.0000039480406,0.0001490106,0.00075994205,0.0024086335],"category_scores_gemma":[0.00006613848,0.00024702615,0.00008825279,0.000052223448,0.000063063264,0.000030009604,0.0003671886,0.0032110934,0.00449819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018033623,0.000006282263,0.002166084,0.00033723674,0.000038111793,0.0000055509654,0.007456622,1.2659795e-7,6.577264e-8,0.4438073,0.5453542,0.00081039255],"study_design_scores_gemma":[0.00044279543,0.000053204312,0.0009807366,0.0021594572,0.000005723944,1.5824187e-7,0.001474248,0.000001080269,4.514546e-8,0.023234475,0.9714039,0.00024420733],"about_ca_topic_score_codex":0.0009598716,"about_ca_topic_score_gemma":0.02615998,"teacher_disagreement_score":0.42604968,"about_ca_system_score_codex":0.0004266579,"about_ca_system_score_gemma":0.0005838542,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W4377992540","doi":"10.1007/978-3-030-22767-8_335","title":"Ethical Issues Facing Domestic Workers","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Engineering ethics; Business; Engineering","score_opus":0.1406555291951535,"score_gpt":0.46830181647936053,"score_spread":0.327646287284207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377992540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002430214,0.00046113922,0.000034303095,0.03297273,0.0018928754,0.00059051655,0.000022184651,0.00083384494,0.9631681],"genre_scores_gemma":[0.00051189115,0.001080948,0.000080203405,0.0024796894,0.00097172684,0.00006368188,0.000050167215,0.00012073787,0.99464095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980434,0.00008088185,0.00056451117,0.00039999932,0.0003947797,0.0005164256],"domain_scores_gemma":[0.9979844,0.0012792028,0.00016772976,0.00032194296,0.00013033838,0.000116396695],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0005363073,0.00035120823,0.0005980787,0.00015746914,0.0008604793,0.000008805416,0.00017033842,0.0014576265,0.006037242],"category_scores_gemma":[0.00021386442,0.00026971078,0.00015637725,0.000038107897,0.00012120668,0.00002399643,0.00039619068,0.0030116076,0.01703982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000135598975,0.0000022131082,0.0022766707,0.00027348605,0.00017160177,0.000042181997,0.0013145171,4.6508472e-7,6.6069947e-7,0.46401995,0.5308055,0.0010791554],"study_design_scores_gemma":[0.00022878236,0.00003797848,0.00085698947,0.0016658315,0.00008357365,3.9916145e-7,0.0008012864,0.0000015014517,1.927067e-7,0.077496745,0.9184722,0.00035457037],"about_ca_topic_score_codex":0.00035470072,"about_ca_topic_score_gemma":0.0006581002,"teacher_disagreement_score":0.3876666,"about_ca_system_score_codex":0.00010165346,"about_ca_system_score_gemma":0.00012996345,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W4378172913","doi":"10.1111/1467-9566.13676","title":"1845 or 2023? Friedrich Engels’s insights into the health effects of Victorian‐era and contemporary Canadian capitalism","year":2023,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Capitalism; Politics; Working class; Reading (process); TRACE (psycholinguistics); Social class; State (computer science); Class (philosophy); Sociology; Political economy; Gender studies; Economic history; History; Political science; Law; Epistemology; Philosophy","score_opus":0.04635966679375384,"score_gpt":0.38827237283652155,"score_spread":0.3419127060427677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378172913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86293346,0.025677027,0.000005771361,0.10512664,0.0034813595,0.0018851464,0.000053061845,0.000083230836,0.0007542984],"genre_scores_gemma":[0.98697954,0.004909838,0.000013347388,0.0065561594,0.00029666474,0.00030316858,0.00008670354,0.00003365748,0.0008209137],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9947584,0.0026668338,0.0010787705,0.0003740904,0.00021156545,0.0009103137],"domain_scores_gemma":[0.99551314,0.0028895205,0.0007021997,0.00036326045,0.0002029934,0.00032886985],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022002317,0.00025518236,0.0010506551,0.00026818542,0.003182936,0.000002239238,0.0002628084,0.00035327277,0.00003912099],"category_scores_gemma":[0.0004340413,0.00016473685,0.00007230405,0.00040686084,0.0009805879,0.000073720104,0.00018420612,0.0007278016,0.00003781469],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011288834,0.000046002577,0.06326445,0.0047525144,0.00023409145,0.000015988058,0.79430014,5.5812495e-7,0.000026219925,0.026859723,0.106678024,0.0037094261],"study_design_scores_gemma":[0.0030865355,0.0015848312,0.47729713,0.0010169995,0.000031449257,0.0000014700236,0.14209312,0.000009632724,0.000031090025,0.018920308,0.3554563,0.00047115615],"about_ca_topic_score_codex":0.31228057,"about_ca_topic_score_gemma":0.21342526,"teacher_disagreement_score":0.65220696,"about_ca_system_score_codex":0.0002900908,"about_ca_system_score_gemma":0.0045467494,"threshold_uncertainty_score":0.99811476},"labels":[],"label_agreement":null},{"id":"W4378347276","doi":"10.1016/j.healthpol.2023.104843","title":"Negotiating precarity: Recent immigrants’ perceptions of waiting for public healthcare in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Queen's University; Toronto Metropolitan University","funders":"","keywords":"Immigration; Health care; Precarity; Negotiation; Vulnerability (computing); Feeling; Qualitative research; Political science; Economic growth; Medicine; Sociology; Psychology; Gender studies; Economics; Social psychology","score_opus":0.17388740062409466,"score_gpt":0.45883976142651395,"score_spread":0.28495236080241926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378347276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6586124,0.0002508054,0.000011571444,0.33692855,0.00075070054,0.002001879,0.0002366961,0.00011688224,0.001090553],"genre_scores_gemma":[0.9868677,0.00080333784,0.0000981073,0.008659224,0.000445634,0.0007521041,0.00024094846,0.000040968804,0.0020919638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639064,0.00046415484,0.0011198184,0.00030060054,0.00028890357,0.001435902],"domain_scores_gemma":[0.99803203,0.00071075134,0.00042207947,0.00025121018,0.0003057667,0.00027816088],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012303501,0.00017541523,0.00051418686,0.0003968478,0.001443587,0.000006363493,0.00015039477,0.00011863603,0.0000962093],"category_scores_gemma":[0.00077467965,0.00017529726,0.000054742904,0.00093842734,0.000032339936,0.00008384919,0.0001395428,0.0005973172,0.000011108007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019272362,0.000030874133,0.88111174,0.0012776528,0.000019306517,8.750999e-7,0.02672309,0.000018332013,0.0000038550243,0.018025301,0.061533846,0.011235868],"study_design_scores_gemma":[0.0008005666,0.000089648915,0.79818225,0.00038710725,0.000003613593,3.2698438e-7,0.022184677,0.00023970967,4.7184585e-7,0.0004911444,0.17748182,0.00013865334],"about_ca_topic_score_codex":0.99944484,"about_ca_topic_score_gemma":0.9998292,"teacher_disagreement_score":0.32826933,"about_ca_system_score_codex":0.003141523,"about_ca_system_score_gemma":0.015665464,"threshold_uncertainty_score":0.9998564},"labels":[],"label_agreement":null},{"id":"W4378383533","doi":"10.1111/caje.12660","title":"The great Canadian recovery: The impact of COVID‐19 on Canada's labour market","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of British Columbia; McGill University; McMaster University","funders":"Canada Research Chairs","keywords":"Coronavirus disease 2019 (COVID-19); Unemployment; Pandemic; Matching (statistics); Labour economics; 2019-20 coronavirus outbreak; Economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Beveridge curve; Stock market; Demographic economics; Unemployment rate; Geography; Economic growth; Medicine","score_opus":0.1541100978308267,"score_gpt":0.28461347347797494,"score_spread":0.13050337564714826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378383533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92651016,0.00025414256,4.8793083e-7,0.0582489,0.0026681388,0.00058521406,0.001857642,0.00000828415,0.009867057],"genre_scores_gemma":[0.9820854,0.0007043592,0.0000032825562,0.0029182117,0.00080371427,0.000048945712,0.000025719279,0.00006609604,0.013344268],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99635875,0.00044784715,0.0011860329,0.00029012098,0.000010618868,0.0017066029],"domain_scores_gemma":[0.99232,0.0020487725,0.0009486706,0.0006506084,0.00035446364,0.0036774967],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002578379,0.00035327708,0.0006795445,0.000665464,0.0025058608,0.00006017919,0.0010334036,0.00020912448,0.0012093902],"category_scores_gemma":[0.001700053,0.00024938709,0.00033520194,0.00037378992,0.00025338167,0.0001449233,0.000043282085,0.00085033115,0.000038327118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00024570664,0.0000038732173,0.12922475,0.00006972603,0.0008159389,0.00034781962,0.002956147,0.0053564496,7.755382e-7,0.104462996,0.7536093,0.0029065101],"study_design_scores_gemma":[0.0009764277,0.00054406316,0.12501042,0.00018628626,0.00006142236,0.00009304694,0.007736871,0.00024696015,0.0000030202639,0.05993298,0.8047275,0.00048103038],"about_ca_topic_score_codex":0.9996774,"about_ca_topic_score_gemma":0.99999917,"teacher_disagreement_score":0.05557527,"about_ca_system_score_codex":0.015551312,"about_ca_system_score_gemma":0.060269047,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4378383905","doi":"10.1515/9780773585195-009","title":"Privatizing Public Employment Assistance and Precarious Employment in Toronto","year":2005,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Political science; Economics","score_opus":0.042653357706012134,"score_gpt":0.29993228843817527,"score_spread":0.2572789307321631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378383905","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027784167,0.00012855555,0.000017360357,0.0015540782,0.0004278323,0.0021656107,0.00032792203,0.00034208057,0.9947587],"genre_scores_gemma":[0.0096381,0.0019469932,0.00020530299,0.00049792515,0.00023628502,0.000038212696,0.0000577271,0.00013373412,0.98724574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99618757,0.00028111032,0.000788967,0.0010851513,0.0006216531,0.0010355248],"domain_scores_gemma":[0.9977053,0.00029561127,0.0006380513,0.00076542964,0.0002582395,0.00033739506],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00038088005,0.0008041148,0.0010246967,0.0002712937,0.0015236035,0.000032858046,0.00051738805,0.0007953094,0.00022674538],"category_scores_gemma":[0.00002968016,0.00087069266,0.00019147996,0.000021465074,0.00021721289,0.00034256544,0.0015365919,0.0011548231,0.000017928194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000214846,0.00006952084,0.0025982389,0.0003467567,0.00045541517,0.00015843974,0.0024186412,0.0000014012579,0.0000049356318,0.9783357,0.007946163,0.0074499617],"study_design_scores_gemma":[0.0017346522,0.00012323637,0.0022350692,0.0010230775,0.00016164676,7.118828e-7,0.000536666,0.0000023269706,0.0000071989,0.00040573152,0.9929691,0.0008005779],"about_ca_topic_score_codex":0.011643737,"about_ca_topic_score_gemma":0.0017445415,"teacher_disagreement_score":0.98502296,"about_ca_system_score_codex":0.0039416314,"about_ca_system_score_gemma":0.00015646945,"threshold_uncertainty_score":0.99988204},"labels":[],"label_agreement":null},{"id":"W4378386958","doi":"10.1515/9780773575738-007","title":"Socio-economic Status and the Health and Well-being of Youths in Canada","year":2009,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Geography; Sociology; Socioeconomics; Environmental health; Political science; Medicine","score_opus":0.01824862830147695,"score_gpt":0.25876691417206776,"score_spread":0.24051828587059082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378386958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021836162,0.00005476171,6.32501e-7,0.002167249,0.00017258838,0.0010344405,0.0002371751,0.000028243883,0.9941213],"genre_scores_gemma":[0.08082846,0.0057614576,0.000017545215,0.0012448349,0.00006964917,0.0000032461999,0.00003224664,0.000046388504,0.9119962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983016,0.00024468423,0.00043470119,0.00036507737,0.00016752943,0.00048639686],"domain_scores_gemma":[0.9985851,0.0004084492,0.00050489546,0.00026360925,0.000056390854,0.0001815742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026166148,0.00030527453,0.0007660479,0.00012961745,0.0009595154,0.000004348863,0.00016923,0.00020066569,0.000020418498],"category_scores_gemma":[0.000009239279,0.00026805323,0.000064491716,0.000006350332,0.00026625308,0.000048215144,0.00043592474,0.00070085004,0.0000011570166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037280997,0.0000036261656,0.003681724,0.00036581475,0.00016318372,0.000019661935,0.006269825,0.000002405837,4.8636466e-8,0.9837688,0.0029612766,0.0023908312],"study_design_scores_gemma":[0.0030636888,0.000075299504,0.0014534396,0.0006315741,0.00009590868,2.9548065e-7,0.0059472984,0.0000047684903,9.2273433e-7,0.0033873357,0.98501754,0.00032191217],"about_ca_topic_score_codex":0.8861828,"about_ca_topic_score_gemma":0.08667829,"teacher_disagreement_score":0.98205626,"about_ca_system_score_codex":0.0012204591,"about_ca_system_score_gemma":0.0008799721,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W4378555642","doi":"10.15453/0191-5096.3269","title":"&lt;em&gt;Differences that Matter: Social Policy and the Working Poor in the United States and Canada.&lt;/em&gt; Dan Zuberi.","year":2007,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Working poor; Demographic economics; Economics; Sociology; Psychology; Economic growth; Poverty","score_opus":0.041042794054273864,"score_gpt":0.34463923216305403,"score_spread":0.3035964381087802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378555642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.743559,0.0009728186,0.0000036819176,0.25402308,0.00030140334,0.00030577224,0.000017427388,0.000009595632,0.0008072444],"genre_scores_gemma":[0.98356545,0.0011912831,0.0000042155066,0.013231574,0.0017704207,0.000013408894,0.000010254172,0.000023423509,0.00018996651],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99510765,0.0028134133,0.00072751805,0.00015051615,0.0004310504,0.00076983805],"domain_scores_gemma":[0.996181,0.002626384,0.00082695717,0.00010814777,0.00018561352,0.00007190738],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046929033,0.00027436772,0.0006417399,0.00013851853,0.0057133357,0.000030312503,0.0005155945,0.00028200986,0.000056490237],"category_scores_gemma":[0.00019344942,0.00013265999,0.00010368317,0.0002534981,0.0014768038,0.0000744271,0.00024539084,0.0014136164,0.0000015703001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007678288,0.000043162378,0.40839106,0.00006534633,0.00044709488,0.000028946937,0.5279908,0.0000010061879,0.000032836375,0.030425604,0.029862477,0.0019438262],"study_design_scores_gemma":[0.0013184446,0.000045719535,0.71112525,0.00004139785,0.00011048868,0.000012524771,0.26892033,0.0000015216488,7.4794787e-7,0.0049839397,0.013322007,0.00011762683],"about_ca_topic_score_codex":0.069543995,"about_ca_topic_score_gemma":0.3528202,"teacher_disagreement_score":0.3027342,"about_ca_system_score_codex":0.00025158632,"about_ca_system_score_gemma":0.00030136883,"threshold_uncertainty_score":0.9955811},"labels":[],"label_agreement":null},{"id":"W4378746498","doi":"10.1177/15271544231175472","title":"An Examination of Self-Employed Nursing Regulation in Three Canadian Provinces","year":2023,"lang":"en","type":"article","venue":"Policy Politics & Nursing Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"Canadian Institutes of Health Research; Canadian Nurses Foundation; Athabasca University","keywords":"Staffing; Nursing; Burnout; Work (physics); Qualitative research; Psychology; Medicine; Sociology","score_opus":0.07523926215875397,"score_gpt":0.4690525988417506,"score_spread":0.3938133366829966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378746498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7606599,0.000112410926,0.00015864287,0.07007061,0.0009281148,0.0013213073,0.000056706187,0.00047218506,0.16622016],"genre_scores_gemma":[0.99736977,0.00004407958,0.0005780634,0.0005296563,0.00072807755,0.000048040303,0.00006712131,0.000046669382,0.0005885125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99693847,0.00087067037,0.000589792,0.00028527083,0.0003578886,0.0009579361],"domain_scores_gemma":[0.99756247,0.0011149452,0.00036441756,0.00034590656,0.0003697497,0.00024251612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141486,0.00018019036,0.0002605261,0.0011026231,0.00083019637,0.000025040204,0.0001758092,0.00019649873,0.00001960408],"category_scores_gemma":[0.001722961,0.00019519319,0.000034034427,0.0010814792,0.00014420209,0.0008448298,0.000018955914,0.00038066527,0.000080095975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005453131,0.0005161258,0.036443785,0.00027051798,0.00005853677,0.000010806308,0.16070727,0.0000922532,0.00031532656,0.7644058,0.003189985,0.033935055],"study_design_scores_gemma":[0.00064007594,0.00017601645,0.91963,0.00104292,0.00010155017,0.0000036218769,0.01794297,0.001711774,0.00007947347,0.05172003,0.0066888034,0.00026276067],"about_ca_topic_score_codex":0.22343428,"about_ca_topic_score_gemma":0.06319343,"teacher_disagreement_score":0.8831862,"about_ca_system_score_codex":0.0021744657,"about_ca_system_score_gemma":0.0015721917,"threshold_uncertainty_score":0.9539009},"labels":[],"label_agreement":null},{"id":"W4378838639","doi":"10.21203/rs.3.rs-2861044/v1","title":"Multifaceted Precarity: Pandemic Experiences of Recent Immigrant Women in the Accommodation and Food Services Sector","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Precarious work; Accommodation; Pandemic; Immigration; Work (physics); Care work; Political science; Sociology; Demographic economics; Gender studies; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Economics","score_opus":0.2876698629916835,"score_gpt":0.5116883283183615,"score_spread":0.22401846532667802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378838639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921083,0.0012039448,0.0000016945964,0.0028210583,0.0003193196,0.0030185147,0.00011993536,0.00007851908,0.00032870218],"genre_scores_gemma":[0.9870235,0.0068380972,0.000011327391,0.000043611257,0.00014617042,0.0055518807,0.000119282995,0.000026352729,0.00023979844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942622,0.002836856,0.00059141044,0.00048627306,0.00095224334,0.0008710091],"domain_scores_gemma":[0.9966645,0.0020261824,0.0002106076,0.0005275373,0.00048305362,0.00008812329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060888226,0.00020425372,0.00046082144,0.00038079673,0.0006710432,0.00003612888,0.00057471095,0.0003451336,0.00017187565],"category_scores_gemma":[0.0004990335,0.00013461032,0.000048389647,0.0005891186,0.00017779072,0.00008348387,0.0017947957,0.0018799513,0.000016984277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007991296,0.000062487685,0.36731595,0.0034397724,0.000056670684,0.0000013495385,0.6270592,0.000005419067,0.000038494403,0.00004436343,0.00025004786,0.0016463003],"study_design_scores_gemma":[0.00044168023,0.00019072407,0.38749284,0.0013591276,0.0000051406078,1.0179778e-7,0.6064647,0.00012379762,0.000013318236,0.0023783604,0.0014153712,0.00011484191],"about_ca_topic_score_codex":0.0052989447,"about_ca_topic_score_gemma":0.012316365,"teacher_disagreement_score":0.02059454,"about_ca_system_score_codex":0.000290491,"about_ca_system_score_gemma":0.00028497897,"threshold_uncertainty_score":0.8167558},"labels":[],"label_agreement":null},{"id":"W4379136484","doi":"10.18103/mra.v11i5.3725","title":"Political Considerations in Implementing Initiatives to Improve the Mental Well-Being of Employees in the Workplace","year":2023,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Politics; Government (linguistics); Productivity; Public relations; Work (physics); Action (physics); Political science; Psychology; Economic growth; Engineering; Economics","score_opus":0.11361743055373322,"score_gpt":0.5222628776072529,"score_spread":0.4086454470535197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379136484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73540413,0.00007490389,0.000020780783,0.18642433,0.00011083674,0.001417665,0.00001546756,0.000028740804,0.076503165],"genre_scores_gemma":[0.99717414,0.00013725513,0.000040842082,0.0013213165,0.0001979984,0.00068820926,0.000011431424,0.000012689865,0.00041613652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928183,0.003702822,0.0006165524,0.00025016506,0.0012246933,0.0013874884],"domain_scores_gemma":[0.97145635,0.028031725,0.000042526615,0.00023753762,0.00005199336,0.00017984066],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0073970943,0.00010738081,0.00022289416,0.00042441173,0.0011884649,0.00001798252,0.00041107906,0.000053343836,0.00038222308],"category_scores_gemma":[0.011421772,0.00005931775,0.000047910755,0.0008485926,0.0006779973,0.00006924033,0.0010260451,0.0013867181,0.00008449318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005942263,0.000121713034,0.45589158,0.0001097004,0.000030058112,0.000050127175,0.14731087,5.5300774e-7,0.00026585392,0.38247043,0.011242631,0.0024470505],"study_design_scores_gemma":[0.00097546354,0.00024082557,0.65459096,0.0007274477,0.0000038703424,8.304841e-7,0.20317324,0.00016654789,0.00015234653,0.1292445,0.010612742,0.000111211935],"about_ca_topic_score_codex":0.0007890447,"about_ca_topic_score_gemma":0.0053543686,"teacher_disagreement_score":0.26177,"about_ca_system_score_codex":0.00004693992,"about_ca_system_score_gemma":0.00040640993,"threshold_uncertainty_score":0.99690545},"labels":[],"label_agreement":null},{"id":"W4379142895","doi":"10.1080/10530789.2023.2220526","title":"Causes and decision paths of employee turnover in the homeless service sector","year":2023,"lang":"en","type":"article","venue":"Journal of Social Distress and the Homeless","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Centre for Addiction and Mental Health","keywords":"Workforce; Turnover; Thematic analysis; Dismissal; Service provider; Business; Service (business); Harm; Work (physics); Qualitative research; Psychology; Public relations; Nursing; Medicine; Marketing; Social psychology; Political science; Economics; Management; Sociology","score_opus":0.04291313696413433,"score_gpt":0.36772783444905316,"score_spread":0.3248146974849188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379142895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948811,0.0010798646,0.0000061737715,0.003200244,0.00031834852,0.00022001697,0.00007061775,0.0000072093594,0.00021645227],"genre_scores_gemma":[0.99750775,0.0018816976,0.0000025278398,0.00020689254,0.0003236079,0.000015216664,0.0000031921827,0.000012444992,0.000046670262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983968,0.0003517963,0.00055123906,0.000095869815,0.00036270762,0.00024156584],"domain_scores_gemma":[0.99805534,0.0011745747,0.00042585222,0.00009509734,0.00021139829,0.000037747628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011453517,0.00012555822,0.00054864574,0.00008870822,0.00059366506,0.000023734674,0.0002276032,0.000093467344,0.000022214108],"category_scores_gemma":[0.00007862662,0.000060906103,0.00008098918,0.0003959476,0.0001792994,0.00009914848,0.00013795348,0.00040224328,0.0000022691004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014471146,0.00013900956,0.73644954,0.00092760165,0.00024385336,0.00005692301,0.22756606,0.000005722838,0.000080424026,0.0155759575,0.004262301,0.013245501],"study_design_scores_gemma":[0.0027476854,0.000040506053,0.9301585,0.0003288279,0.000054410855,0.0000019836805,0.05871319,0.000006114977,0.0000046585387,0.0071498086,0.0007176934,0.00007661195],"about_ca_topic_score_codex":0.00039310666,"about_ca_topic_score_gemma":0.0038671903,"teacher_disagreement_score":0.19370899,"about_ca_system_score_codex":0.000022779028,"about_ca_system_score_gemma":0.000039863546,"threshold_uncertainty_score":0.45660517},"labels":[],"label_agreement":null},{"id":"W4379375621","doi":"10.1177/27551938231176374","title":"Have COVID-19 Stimulus Packages Mitigated the Negative Health Impacts of Pandemic-Related Job Losses? A Systematic Review of Global Evidence from the First Year of the Pandemic","year":2023,"lang":"en","type":"review","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"School for Public Health Research; Norges Forskningsråd; European Commission; National Institute for Health and Care Research; British Medical Association; Wellcome Trust; University of Oxford; Norges Teknisk-Naturvitenskapelige Universitet; University of Ottawa; World Health Organization","keywords":"Pandemic; Unemployment; Job loss; Mental health; Stimulus (psychology); Job security; Coronavirus disease 2019 (COVID-19); Environmental health; Medicine; Psychology; Business; Economics; Economic growth; Disease; Psychiatry; Infectious disease (medical specialty); Polarization (electrochemistry)","score_opus":0.15335347899043408,"score_gpt":0.5246929036885359,"score_spread":0.3713394246981019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379375621","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009388803,0.9597174,0.0000024214014,0.024774674,0.0009013572,0.0037610733,0.0014346029,0.000013795048,0.000005860005],"genre_scores_gemma":[0.029015917,0.96430415,0.0000115262665,0.006318806,0.00022089566,0.000057346726,0.000021178674,0.000031638756,0.000018540715],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98687387,0.0038330252,0.007040083,0.0002861195,0.0014032077,0.00056367036],"domain_scores_gemma":[0.96833533,0.0055402005,0.024139728,0.00037041891,0.0013043191,0.0003100109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008597085,0.00043393337,0.004600303,0.00012856466,0.0010066956,0.0000142011995,0.0016439245,0.00028064637,0.000022554932],"category_scores_gemma":[0.0018168367,0.00021129333,0.0006900627,0.00055697415,0.0004488284,0.00016563237,0.00047710096,0.00095950876,0.0000029056832],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008601867,0.000048912283,0.14339122,0.8299843,0.0007619803,0.0000024342335,0.018411933,3.078588e-7,3.3492498e-8,0.000057570047,0.0013832401,0.005872065],"study_design_scores_gemma":[0.00080759666,0.00039116273,0.07031029,0.9142891,0.00055485725,0.00002280497,0.010919278,0.0000049069945,7.891734e-8,0.00057502586,0.0019842796,0.00014062606],"about_ca_topic_score_codex":0.029399373,"about_ca_topic_score_gemma":0.021487782,"teacher_disagreement_score":0.08430482,"about_ca_system_score_codex":0.0010050721,"about_ca_system_score_gemma":0.009617427,"threshold_uncertainty_score":0.9963675},"labels":[],"label_agreement":null},{"id":"W4379387294","doi":"10.1177/01492063231177446","title":"The Vulnerable Workforce: A Call for Research","year":2023,"lang":"en","type":"article","venue":"Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Realm; Workforce; Vulnerability (computing); Face (sociological concept); Context (archaeology); Work (physics); Sociology; Engineering ethics; Public relations; Psychology; Political science; Social science; Computer science; Engineering; Geography","score_opus":0.3076438900898812,"score_gpt":0.5580042772032898,"score_spread":0.25036038711340863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379387294","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12048278,0.00380053,0.0019154433,0.47470346,0.008716571,0.0054323766,0.000010244928,0.00017050593,0.3847681],"genre_scores_gemma":[0.184802,0.011104854,0.00048932724,0.0010510496,0.0020220645,0.00051503384,0.0000027119079,0.000042384803,0.79997057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998099,0.00046143177,0.00041263766,0.000072434355,0.0004563463,0.00049814483],"domain_scores_gemma":[0.9973143,0.001968072,0.00016110459,0.00014674988,0.00035740234,0.00005238343],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011456726,0.00005619239,0.0001257094,0.00016207217,0.0031732116,0.00001907914,0.00026585592,0.00003160019,0.000027104557],"category_scores_gemma":[0.0002927582,0.000031281917,0.000078234916,0.00035176368,0.00003958116,0.00004925655,0.00022620497,0.0005950398,0.00014188561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106356485,0.000012956617,0.0024231204,0.00009669765,0.00011150513,0.0000131065535,0.0010546803,0.000025370275,0.0000030626277,0.020077033,0.95828676,0.017789368],"study_design_scores_gemma":[0.0006480845,0.00011656661,0.008929408,0.0001625637,0.000019844943,2.6409234e-7,0.009881261,0.000038741327,0.00000213915,0.011672556,0.9684935,0.00003502515],"about_ca_topic_score_codex":0.000008473879,"about_ca_topic_score_gemma":0.000033197997,"teacher_disagreement_score":0.47365242,"about_ca_system_score_codex":0.00010332122,"about_ca_system_score_gemma":0.00003518432,"threshold_uncertainty_score":0.99812454},"labels":[],"label_agreement":null},{"id":"W4379538151","doi":"10.15173/glj.v14i2.5098","title":"Precarious Work and the Gendered Individualisation of Risk in the South African Manufacturing Sector, 2002–2017","year":2023,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Restructuring; Informal sector; Precarious work; Unemployment; Economic restructuring; Politics; Precarity; Labour economics; Earnings; Economics; Job security; Sociology; Work (physics); Political economy; Political science; Gender studies; Economy; Economic growth","score_opus":0.06038801227188869,"score_gpt":0.3493441143536542,"score_spread":0.28895610208176553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379538151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905521,0.000791285,0.0000174629,0.0048115076,0.00046874472,0.00033209473,0.00012620901,0.000023606803,0.0028769474],"genre_scores_gemma":[0.9988064,0.00042658474,0.000022231101,0.00021738351,0.0003205677,0.000018237852,0.0000030216813,0.0000062631257,0.00017931967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976784,0.0011375942,0.00038425796,0.00011091678,0.00033154385,0.00035728],"domain_scores_gemma":[0.9988665,0.00048070465,0.00039695698,0.00015330837,0.000057681493,0.000044866865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025057613,0.00010949641,0.0002033426,0.00006102115,0.0011230964,0.000034608132,0.00023358375,0.0000730701,0.00006963638],"category_scores_gemma":[0.00029427075,0.000055978315,0.000055075037,0.0003340819,0.00010518574,0.0000628665,0.00013147343,0.00059655245,0.000021427051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020565704,0.0000142535155,0.87095267,0.000030968626,0.00010411611,0.000012728484,0.11296786,0.000066448745,5.9060494e-7,0.0031152237,0.010074159,0.0024553253],"study_design_scores_gemma":[0.0015251203,0.000016288925,0.9622869,0.00006236529,0.00003984009,0.0000048876063,0.020314243,0.0000028717661,0.0000016386357,0.011442472,0.004242594,0.000060805014],"about_ca_topic_score_codex":0.0005035892,"about_ca_topic_score_gemma":0.00057399203,"teacher_disagreement_score":0.09265362,"about_ca_system_score_codex":0.00006452758,"about_ca_system_score_gemma":0.00006381782,"threshold_uncertainty_score":0.86380637},"labels":[],"label_agreement":null},{"id":"W4379621104","doi":"10.1353/iur.2022.0014","title":"Economic crises, labour reforms and employment: the Spanish case","year":2022,"lang":"en","type":"article","venue":"International Union Rights","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Context (archaeology); Economics; Quarter (Canadian coin); Population; Labour economics; Demographic economics; Development economics; Economic growth; Geography; Sociology","score_opus":0.03379772961349244,"score_gpt":0.36486569286165893,"score_spread":0.3310679632481665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379621104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94218296,0.00010418733,0.000012280126,0.022212038,0.002559386,0.00031780163,0.00019265716,0.000063573294,0.03235515],"genre_scores_gemma":[0.95895123,0.00004925871,0.000012334847,0.0013084534,0.00040604058,0.00016821042,0.000042633383,0.000010995014,0.039050847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898165,0.00021290501,0.0002624231,0.00018137264,0.00017760966,0.00018406389],"domain_scores_gemma":[0.9994654,0.00016536821,0.0001263631,0.00014610357,0.000053521264,0.0000432102],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003977823,0.00009693942,0.00009801334,0.000069677306,0.0024476168,0.000016261438,0.00020159915,0.000027940067,0.0032927813],"category_scores_gemma":[0.000009764667,0.00005899181,0.000034084216,0.000038794795,0.000048096208,0.00011236859,0.00042357878,0.0002990871,0.000096142714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099890465,0.00009638708,0.06803068,0.000018048973,0.00024651573,0.00041478177,0.007033553,0.000040540275,0.000020267755,0.8104057,0.11051439,0.0030793075],"study_design_scores_gemma":[0.00056958647,0.000044277396,0.02011597,0.000010796952,0.000009967763,0.00013951046,0.0017389571,0.000047676633,0.000010996914,0.024923624,0.95229185,0.00009680444],"about_ca_topic_score_codex":0.005974598,"about_ca_topic_score_gemma":0.005404671,"teacher_disagreement_score":0.84177744,"about_ca_system_score_codex":0.00029161814,"about_ca_system_score_gemma":0.000041138694,"threshold_uncertainty_score":0.99885106},"labels":[],"label_agreement":null},{"id":"W4379624534","doi":"10.1353/iur.2014.a838565","title":"Focus: The workers scorecard on NAFTA","year":2014,"lang":"en","type":"article","venue":"International Union Rights","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Factory (object-oriented programming); Population; Business; Political science; Economic growth; Sociology; Economics","score_opus":0.03617623940000301,"score_gpt":0.37810916016026946,"score_spread":0.34193292076026643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379624534","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26674867,0.00003088624,0.00078862556,0.08090282,0.0061241835,0.00043563,0.000013228856,0.0001583446,0.6447976],"genre_scores_gemma":[0.96442914,0.000011263402,0.000026734095,0.0017713247,0.0011148632,0.00005778995,0.000016990427,0.000010144402,0.03256177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987799,0.00030750962,0.0002254576,0.0001660255,0.000325949,0.00019517244],"domain_scores_gemma":[0.9989146,0.00059899373,0.00010454439,0.00019511244,0.00014625645,0.00004048941],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045302027,0.00010415095,0.00009927308,0.00007162773,0.0007713249,0.0000118397165,0.00030181438,0.000062797066,0.00063941913],"category_scores_gemma":[0.000079172365,0.000055006396,0.000058928315,0.00006878607,0.000060820523,0.00006138888,0.00008614415,0.00027487284,0.0010349388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085700325,0.00005674366,0.08304739,0.000006368056,0.00013744272,0.0000022085262,0.0013843796,0.000016405711,0.000017462286,0.66198856,0.24634545,0.006911889],"study_design_scores_gemma":[0.00044879003,0.000044883647,0.06937073,0.00014329859,0.000007261938,3.398142e-7,0.00014029008,0.00006567215,0.00004600765,0.045983177,0.88366544,0.000084085426],"about_ca_topic_score_codex":0.00045870926,"about_ca_topic_score_gemma":0.0005583412,"teacher_disagreement_score":0.6976805,"about_ca_system_score_codex":0.00008198196,"about_ca_system_score_gemma":0.000019125244,"threshold_uncertainty_score":0.99974287},"labels":[],"label_agreement":null},{"id":"W4379650100","doi":"10.1136/annrheumdis-2023-eular.2823","title":"AB0198 THRESHOLDS OF PRESENTEEISM MEASUREMENT INSTRUMENTS FOR UNACCEPTABLE WORK PARTICIPATION AND FUTURE ADVERSE WORK OUTCOMES IN RA","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Care and Public Health Research Institute, Universiteit Maastricht; Universiteit Maastricht","keywords":"Presenteeism; Medicine; Work (physics); Adverse effect; Physical therapy; Absenteeism; Engineering; Mechanical engineering; Internal medicine","score_opus":0.16031862813873335,"score_gpt":0.4307382742750634,"score_spread":0.27041964613633007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379650100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98682976,0.0007334501,0.0000034343834,0.0103592,0.0004425668,0.0013147303,0.00005922905,0.000031318945,0.00022629174],"genre_scores_gemma":[0.9979244,0.0007503215,0.000015423158,0.00018772513,0.00003385215,0.00046494117,0.000010829318,0.000014355272,0.0005981803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832326,0.0001910056,0.0006003146,0.00014769136,0.00040088274,0.00033685597],"domain_scores_gemma":[0.9988156,0.00033570876,0.0003327364,0.0002823643,0.00017090229,0.000062667044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059899356,0.00013435073,0.00038454833,0.00009426573,0.00024551502,0.000003834751,0.0001686728,0.000053308384,0.00005287579],"category_scores_gemma":[0.0005200622,0.00008644355,0.00012636531,0.0004041104,0.00007165218,0.000113243215,0.00019598391,0.00007337855,0.000006557932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015637773,0.00015580074,0.97050345,0.0006999674,0.00017487754,9.9745165e-8,0.0022115752,0.000052597345,0.000001112144,0.0005293558,0.017365882,0.008148877],"study_design_scores_gemma":[0.00088205765,0.000034772456,0.9906084,0.0012629079,0.000066468005,5.8376664e-9,0.0025402955,0.00002956349,0.000021593578,0.003625467,0.0008491243,0.00007937409],"about_ca_topic_score_codex":0.00009971341,"about_ca_topic_score_gemma":0.000071259856,"teacher_disagreement_score":0.020104893,"about_ca_system_score_codex":0.000019663386,"about_ca_system_score_gemma":0.000058171663,"threshold_uncertainty_score":0.35250658},"labels":[],"label_agreement":null},{"id":"W4379656171","doi":"10.54254/2753-7048/5/20220692","title":"Exploring Discrimination against Blacks in the Workplace","year":2023,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Phenomenon; Race (biology); Reading (process); White (mutation); Racism; Government (linguistics); Work (physics); Field (mathematics); Public relations; Psychology; Social psychology; Sociology; Gender studies; Political science; Law; Engineering","score_opus":0.18152802281606598,"score_gpt":0.45246546077836064,"score_spread":0.27093743796229464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379656171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82996106,0.000692529,0.00016849066,0.15982908,0.0032211482,0.00035303872,0.0000017166167,0.000049872764,0.005723047],"genre_scores_gemma":[0.98661053,0.002577986,0.000041537685,0.00933321,0.00051594124,0.0007370105,0.00010846531,0.000009582083,0.00006572395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848515,0.0005675943,0.0002669977,0.00022897153,0.000110324305,0.0003409918],"domain_scores_gemma":[0.99774474,0.0019038044,0.00007169307,0.00019360156,0.000046966605,0.00003921051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092821,0.00010235725,0.00012726158,0.0003775821,0.00028326927,0.00001083318,0.00014322526,0.00014383825,0.00007492182],"category_scores_gemma":[0.0016004436,0.000071694085,0.000015572252,0.00094125146,0.00007992356,0.00016363045,0.00003498479,0.00058698846,0.000061184954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016892649,0.000098050456,0.67223066,0.000046582936,0.000006302804,0.0000014636109,0.10242334,0.0000038960584,0.000014457101,0.0033501843,0.010538844,0.21126932],"study_design_scores_gemma":[0.00035308185,0.000013532819,0.94091225,0.000081674174,0.0000037453872,6.665414e-7,0.012037291,0.000009696446,0.0000014295339,0.017562615,0.028937511,0.00008653803],"about_ca_topic_score_codex":0.00005194108,"about_ca_topic_score_gemma":0.0021292625,"teacher_disagreement_score":0.26868156,"about_ca_system_score_codex":0.000033361244,"about_ca_system_score_gemma":0.00010002823,"threshold_uncertainty_score":0.29235998},"labels":[],"label_agreement":null},{"id":"W4379794665","doi":"10.1186/s12651-023-00343-w","title":"Reemployment premium effect of furlough programs: evaluating Spain’s scheme during the COVID-19 crisis","year":2023,"lang":"en","type":"article","venue":"Journal for Labour Market Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Junta de Andalucía; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Universidad de Huelva; Ministerio de Ciencia e Innovación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Microdata (statistics); Recession; Quarter (Canadian coin); Counterfactual thinking; Economics; Matching (statistics); Propensity score matching; Duration (music); Unemployment; Demographic economics; Coronavirus disease 2019 (COVID-19); Actuarial science; Econometrics; Statistics; Demography; Economic growth; Mathematics; Census; Psychology; Geography","score_opus":0.2579424081390885,"score_gpt":0.5744818185524854,"score_spread":0.3165394104133969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379794665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93913925,0.0005649712,0.00001792949,0.053497203,0.0007365687,0.0048430613,0.000042382468,0.00012951504,0.001029111],"genre_scores_gemma":[0.85097235,0.003326041,0.0005446192,0.0011443122,0.0036139206,0.0077974056,0.000031514457,0.00022347792,0.13234636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.988507,0.0063528335,0.0009810878,0.00037872835,0.0021020484,0.0016783327],"domain_scores_gemma":[0.98829085,0.0090676015,0.00041298827,0.000511986,0.0013275191,0.00038904083],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.059375178,0.0002434798,0.00050063623,0.00047635156,0.0061251246,0.00008041497,0.0006857914,0.00017624539,0.00082657905],"category_scores_gemma":[0.013744773,0.00014528805,0.000283718,0.0013723135,0.00018961125,0.00015536147,0.0008217966,0.0018440197,0.000057482386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004137368,0.00010180694,0.46884528,0.007327427,0.0005464646,0.000044471522,0.009922704,0.0000149586585,0.0018138478,0.0004939546,0.5023846,0.0043671317],"study_design_scores_gemma":[0.012826805,0.005733582,0.13546187,0.0026601716,0.00018175818,0.000045758974,0.028571816,0.00056614773,0.00064082537,0.009150204,0.8034689,0.0006921882],"about_ca_topic_score_codex":0.0003379103,"about_ca_topic_score_gemma":0.00021535787,"teacher_disagreement_score":0.3333834,"about_ca_system_score_codex":0.00077651866,"about_ca_system_score_gemma":0.0007433613,"threshold_uncertainty_score":0.99516875},"labels":[],"label_agreement":null},{"id":"W4379966499","doi":"10.1080/13623699.2023.2221907","title":"Banning women from public spaces in Afghanistan: the health and economic consequences of the new regulation","year":2023,"lang":"en","type":"article","venue":"Medicine Conflict & Survival","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Public health; Political science; Business; Environmental health; Development economics; Economic growth; Economics; Medicine; Nursing","score_opus":0.12203111049937894,"score_gpt":0.40133824683143776,"score_spread":0.27930713633205884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379966499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7809127,0.001177766,0.0000059538165,0.21451966,0.0009160142,0.00040397263,0.000012103921,0.000041046966,0.002010768],"genre_scores_gemma":[0.9934095,0.0008427405,0.0000041156973,0.0013098454,0.00041717687,0.000041254865,0.000016867385,0.000012192195,0.003946266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981154,0.00059845304,0.00050463085,0.00019468546,0.00020681591,0.00037999198],"domain_scores_gemma":[0.9979938,0.0013176041,0.00030457726,0.00024047741,0.000037288402,0.00010625497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018542251,0.00012146857,0.0003758013,0.00009020152,0.0005045681,0.000008116231,0.00018724555,0.000052245363,0.00028497467],"category_scores_gemma":[0.0003833694,0.000064483225,0.000021605605,0.00027300417,0.00039738082,0.00006540695,0.00015638547,0.00023865148,0.000014855331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004845472,0.0000041754756,0.87582517,0.000059665566,0.000042851567,7.126175e-7,0.09381912,0.000002888979,0.00018362977,0.012764002,0.015410895,0.001838415],"study_design_scores_gemma":[0.0010411857,0.00010935128,0.7514226,0.00032608505,0.000007098316,2.0657994e-7,0.06299977,0.000058101705,0.000008809617,0.0032266555,0.18072353,0.00007663017],"about_ca_topic_score_codex":0.01829352,"about_ca_topic_score_gemma":0.007990409,"teacher_disagreement_score":0.21320982,"about_ca_system_score_codex":0.00012517575,"about_ca_system_score_gemma":0.00050581765,"threshold_uncertainty_score":0.98824376},"labels":[],"label_agreement":null},{"id":"W4380231124","doi":"10.1515/9780773586932-015","title":"How Does Canada Fare? Canadian Temporary Labour Migration in Comparative Perspective","year":2012,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Economic geography; Labour economics; Economics; Computer science","score_opus":0.038548766128436864,"score_gpt":0.27757328238184525,"score_spread":0.2390245162534084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380231124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005123434,0.000027325104,0.0000014722079,0.006735133,0.0006487756,0.0015151097,0.0031533854,0.00009014407,0.9873163],"genre_scores_gemma":[0.15514386,0.00015113494,0.000013802846,0.0004176695,0.0001994338,0.000011048572,0.0001476001,0.00004897585,0.84386647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753714,0.00030656223,0.00032361675,0.00059837435,0.00040122535,0.000833086],"domain_scores_gemma":[0.9979423,0.00021724652,0.0004189882,0.00041379256,0.00056009105,0.00044753856],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00015095295,0.0005804248,0.0007813266,0.0004480473,0.001644795,0.000017660232,0.0003656433,0.0005789119,0.00012953288],"category_scores_gemma":[0.000019398516,0.000543087,0.000121814955,0.000030749725,0.00015164382,0.00023916029,0.00030267204,0.0013076358,0.000011276692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095543845,0.000012117975,0.005135019,0.00015547776,0.00031006683,0.00021147831,0.004634314,0.0000013722092,0.0000012197801,0.9544233,0.03494598,0.000074105155],"study_design_scores_gemma":[0.000639988,0.000029615063,0.002955113,0.00034644158,0.00010529985,2.6005682e-7,0.014439007,9.1805293e-7,0.0000132782525,0.00065222976,0.9802154,0.00060245174],"about_ca_topic_score_codex":0.99597776,"about_ca_topic_score_gemma":0.9838882,"teacher_disagreement_score":0.95377105,"about_ca_system_score_codex":0.0049552666,"about_ca_system_score_gemma":0.0014228104,"threshold_uncertainty_score":0.99970204},"labels":[],"label_agreement":null},{"id":"W4380368925","doi":"10.1016/j.ssmph.2023.101452","title":"Inflation hardship, gender, and mental health","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; York University","funders":"Canadian Institutes of Health Research","keywords":"Inflation (cosmology); Economics; Distress; Construct (python library); Mental health; Demographic economics; Psychology; Clinical psychology; Psychiatry","score_opus":0.1404877896187538,"score_gpt":0.47945642804063954,"score_spread":0.33896863842188574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380368925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90501225,0.0015495783,0.000105126,0.08483337,0.0019625893,0.0026571255,0.00011462824,0.0010218297,0.0027434856],"genre_scores_gemma":[0.9884389,0.0016845077,0.0001614474,0.006069929,0.00037241777,0.0000885701,0.0011206489,0.000033913675,0.0020296813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975413,0.0005156511,0.0007006344,0.00029553307,0.00030470052,0.00064220204],"domain_scores_gemma":[0.9990745,0.00011306786,0.00036173075,0.00017690558,0.000051570933,0.00022219999],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013899399,0.00015099869,0.00030450927,0.00021317149,0.0024754365,0.000010228512,0.00005218803,0.000088403154,0.00012961724],"category_scores_gemma":[0.00006432207,0.000142765,0.00003485541,0.0003848497,0.00002468487,0.00017923587,0.000093429146,0.00026987816,0.0002389304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020013911,0.000013761374,0.84469044,0.0004334025,0.000015004123,2.6361624e-7,0.021190893,0.000006819327,0.0000034565112,0.013960676,0.11009189,0.009573385],"study_design_scores_gemma":[0.0006218973,0.00008393787,0.95875484,0.00009794622,0.0000021060534,4.3164633e-7,0.0051441654,0.00026748935,1.7887511e-7,0.0043194457,0.030594932,0.00011261094],"about_ca_topic_score_codex":0.0020612914,"about_ca_topic_score_gemma":0.00088857673,"teacher_disagreement_score":0.11406442,"about_ca_system_score_codex":0.0003409536,"about_ca_system_score_gemma":0.00021035767,"threshold_uncertainty_score":0.9988232},"labels":[],"label_agreement":null},{"id":"W4380434049","doi":"10.1177/00207152231176422","title":"Legitimation of earnings inequality between regular and non-regular workers: A comparison of Japan, South Korea, and the United States","year":2023,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Earnings; Legitimation; Demographic economics; Inequality; Gender pay gap; Political science; Labour economics; Business; Economics; Accounting; Wage; Law","score_opus":0.13356077995841562,"score_gpt":0.4739217812217473,"score_spread":0.3403610012633317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380434049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926469,0.0002197485,0.00080189825,0.005767793,0.00019366668,0.00021011753,0.000029464314,0.000008127716,0.00012231436],"genre_scores_gemma":[0.99940914,0.000097416865,0.00008305698,0.00008655455,0.0001606993,0.000008914941,0.000063446685,0.0000055597006,0.00008519151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976244,0.00095327257,0.00091375713,0.00009302235,0.0002756059,0.00013995747],"domain_scores_gemma":[0.99488413,0.0024944232,0.0014815844,0.00006550504,0.0010381326,0.000036216123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015681563,0.00010644433,0.0006426114,0.00023675441,0.00018441967,0.0000049731807,0.00018011064,0.000091358525,0.000018562609],"category_scores_gemma":[0.00023033956,0.000069352864,0.000074684984,0.00013543543,0.0010346066,0.00008752849,0.00015052683,0.00038487936,0.0000027585188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041302727,0.000018352404,0.84158003,0.0000316038,0.00062756636,4.8828883e-7,0.1514236,0.00015554231,0.000089106485,0.003872193,0.0016946403,0.00009382878],"study_design_scores_gemma":[0.0026776844,0.00021198235,0.8961299,0.00023080442,0.00007710326,9.2401746e-7,0.08433251,0.00071252044,0.00011460918,0.014845053,0.0006023263,0.0000645965],"about_ca_topic_score_codex":0.00017476015,"about_ca_topic_score_gemma":0.000012608875,"teacher_disagreement_score":0.06709109,"about_ca_system_score_codex":0.000033347187,"about_ca_system_score_gemma":0.00005816226,"threshold_uncertainty_score":0.38120514},"labels":[],"label_agreement":null},{"id":"W4380876804","doi":"10.1108/pr-07-2022-0468","title":"Inside out and upside down? Perceptions of temporary employment histories in the time of COVID","year":2023,"lang":"en","type":"article","venue":"Personnel Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Unemployment; Coronavirus disease 2019 (COVID-19); Originality; Pandemic; Perception; Work (physics); Exploratory research; Attribution; Psychology; Demographic economics; Labour economics; Social psychology; Economics; Sociology; Medicine; Economic growth","score_opus":0.10062684966257934,"score_gpt":0.4151052939270543,"score_spread":0.31447844426447497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380876804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7170605,0.19184981,0.000006765204,0.07172473,0.00041797294,0.003575654,0.00014480465,0.00014658956,0.015073142],"genre_scores_gemma":[0.74020153,0.2457776,0.00006487434,0.0052351346,0.00015039196,0.0007007796,0.00007710224,0.000036489255,0.0077560875],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829787,0.0005098657,0.0005844051,0.00016962725,0.00022163866,0.00021660424],"domain_scores_gemma":[0.9988758,0.00053390005,0.00021468663,0.0002618484,0.00007246126,0.000041299783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013187993,0.00012695495,0.0005063809,0.0000946454,0.0002912258,0.0000017353266,0.00014422122,0.00004870649,0.00035520687],"category_scores_gemma":[0.0003841854,0.00008122208,0.000086909866,0.00032920964,0.00013144327,0.00006325688,0.00012635313,0.00019048677,0.00013827349],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002015991,0.00009899068,0.5289216,0.01417299,0.00006820738,0.000009547381,0.20928459,4.930423e-7,0.00016867754,0.00092818117,0.24381384,0.0025127048],"study_design_scores_gemma":[0.001117103,0.0002763026,0.34720823,0.014143183,0.00026128787,0.0000035339763,0.12355286,0.000011417725,0.000005024821,0.00090139126,0.51210237,0.00041730548],"about_ca_topic_score_codex":0.0005422075,"about_ca_topic_score_gemma":0.00041196932,"teacher_disagreement_score":0.26828852,"about_ca_system_score_codex":0.000056791825,"about_ca_system_score_gemma":0.000097348624,"threshold_uncertainty_score":0.38892663},"labels":[],"label_agreement":null},{"id":"W4381305198","doi":"10.1007/978-3-031-28986-6_7","title":"Work Environment and Health","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Unemployment; Work (physics); Socioeconomic status; Welfare; Agency (philosophy); Conceptual model; Psychology; Public economics; Economics; Sociology; Environmental health; Medicine; Computer science; Economic growth; Engineering","score_opus":0.16489113539737585,"score_gpt":0.40448097578359155,"score_spread":0.2395898403862157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381305198","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009882652,0.0016361413,0.000016669213,0.03356896,0.00052149204,0.00074902904,0.000021401514,0.00022015737,0.96325624],"genre_scores_gemma":[0.0000919056,0.013176966,0.000056628498,0.002975632,0.00035106528,0.000053523694,0.00004080737,0.00006988774,0.98318356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987719,0.00002771153,0.00038199825,0.00029416822,0.00018224314,0.00034196177],"domain_scores_gemma":[0.999337,0.0001480272,0.00017171947,0.00021648823,0.000010735743,0.00011601767],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034260753,0.00021948462,0.00038950605,0.000069086345,0.00065503584,0.0000028308073,0.000059277507,0.00022626526,0.003210623],"category_scores_gemma":[0.000004038743,0.00017261236,0.000048875077,0.000010498904,0.000059245336,0.000013674654,0.0003353538,0.0004983493,0.004939436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064835995,0.0000034136706,0.0072903894,0.00020440109,0.000091205526,0.0000040882333,0.0008735578,6.834135e-8,3.252611e-8,0.34932426,0.6312906,0.010911498],"study_design_scores_gemma":[0.00017294376,0.00004876014,0.011102191,0.00046661458,0.00001527331,8.197165e-8,0.00013941524,9.19258e-8,1.6552116e-8,0.01942517,0.96846414,0.00016528377],"about_ca_topic_score_codex":0.000107102846,"about_ca_topic_score_gemma":0.00016111688,"teacher_disagreement_score":0.33717355,"about_ca_system_score_codex":0.00012263568,"about_ca_system_score_gemma":0.000058352547,"threshold_uncertainty_score":0.9977006},"labels":[],"label_agreement":null},{"id":"W4381333320","doi":"10.1007/s10902-023-00669-9","title":"State Contexts, Job Insecurity, and Subjective Well-being in the Time of COVID-19","year":2023,"lang":"en","type":"article","venue":"Journal of Happiness Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Unemployment; Mental health; Vulnerability (computing); Well-being; Positive psychology; Demographic economics; Life satisfaction; Psychology; Coronavirus disease 2019 (COVID-19); Job satisfaction; Pandemic; Economics; Social psychology; Economic growth; Medicine; Psychiatry","score_opus":0.0712510305101043,"score_gpt":0.4319117009277288,"score_spread":0.3606606704176245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381333320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648021,0.005169263,0.000008849217,0.024965364,0.00036118124,0.00038137322,0.000009900496,0.000020379408,0.004281585],"genre_scores_gemma":[0.9882847,0.009631385,0.000006648594,0.0009654982,0.00015604819,0.000026284939,7.9523585e-7,0.000011125134,0.00091751997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979304,0.00056886586,0.0007742117,0.00011463708,0.0003201193,0.00029176148],"domain_scores_gemma":[0.9966846,0.0021812674,0.00055197196,0.000100933066,0.00042692243,0.00005426647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024620807,0.00014662156,0.00061113166,0.00029248573,0.0005879128,0.0000064609153,0.0001728503,0.00004526432,0.000018808969],"category_scores_gemma":[0.0012109907,0.00008536997,0.00007147706,0.0004915999,0.00023376424,0.00013039274,0.00027524988,0.000406825,0.00001670374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019446021,0.000045773482,0.716569,0.00059631653,0.00043917843,0.00010157226,0.24706164,0.000013153226,0.00009244565,0.0024314967,0.03217916,0.00027578368],"study_design_scores_gemma":[0.0026662387,0.0003137074,0.7875198,0.0008233465,0.00009730099,0.000014672803,0.13031462,0.000012245109,0.000017849845,0.06358689,0.014453622,0.00017968836],"about_ca_topic_score_codex":0.0001752003,"about_ca_topic_score_gemma":0.0006673578,"teacher_disagreement_score":0.11674703,"about_ca_system_score_codex":0.000082704595,"about_ca_system_score_gemma":0.00013763747,"threshold_uncertainty_score":0.45218095},"labels":[],"label_agreement":null},{"id":"W4381436784","doi":"10.1016/j.jeca.2023.e00316","title":"Does unemployment in sub-Saharan Africa have asymmetric effects on health? A panel quantile approach","year":2023,"lang":"en","type":"article","venue":"The Journal of Economic Asymmetries","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Life expectancy; Quantile; Unemployment; Quantile regression; Endogeneity; Economics; Demographic economics; Econometrics; Markov chain Monte Carlo; Panel data; Bayesian probability; Medicine; Statistics; Population; Economic growth; Environmental health","score_opus":0.0862646085469336,"score_gpt":0.36570902814327455,"score_spread":0.2794444195963409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381436784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93088067,0.008011944,0.000082817955,0.042503253,0.004045144,0.0021332568,0.00006383626,0.00013337986,0.012145711],"genre_scores_gemma":[0.98602575,0.01021871,0.000041217478,0.00076021557,0.000697311,0.00006987729,0.000007826843,0.00005210519,0.0021270073],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99614865,0.0011074784,0.0013837018,0.00023078904,0.00029762049,0.00083177513],"domain_scores_gemma":[0.9934194,0.004912217,0.0010895865,0.0003458893,0.000075881966,0.00015701022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004869349,0.00029215383,0.000886461,0.0014148991,0.0007688174,0.000022590018,0.00048689946,0.0001239259,0.000021906048],"category_scores_gemma":[0.0005257063,0.00015073387,0.00018467498,0.0008811003,0.000109042005,0.00017722217,0.00021207078,0.00088476704,0.000388312],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017171114,0.00042553648,0.21579763,0.0010258914,0.000793571,0.000039157054,0.0237754,0.0010292431,0.000047433296,0.004483193,0.70550346,0.045362383],"study_design_scores_gemma":[0.012539743,0.00488115,0.58803517,0.002589248,0.00029641975,0.000019845169,0.04252445,0.0011516425,0.0015936581,0.017925408,0.32707644,0.0013667968],"about_ca_topic_score_codex":0.0004016731,"about_ca_topic_score_gemma":0.00034208084,"teacher_disagreement_score":0.378427,"about_ca_system_score_codex":0.00063332863,"about_ca_system_score_gemma":0.0003052591,"threshold_uncertainty_score":0.6146749},"labels":[],"label_agreement":null},{"id":"W4381610790","doi":"10.1111/capa.12520","title":"Government of Canada's teleworking and hybrid policies in the aftermath of the COVID‐19 pandemic","year":2023,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; University of Ottawa; Institute on Governance","funders":"Government of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Government (linguistics); Pandemic; Work (physics); Public policy; Public sector; Public administration; Political science; 2019-20 coronavirus outbreak; Historical institutionalism; Institutionalism; Economic growth; Economics; Politics; Engineering; Law","score_opus":0.08123085259449242,"score_gpt":0.35687096334020285,"score_spread":0.27564011074571043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381610790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8699384,0.000047767368,0.0000017333036,0.12596907,0.00012778796,0.00033103395,0.00014958649,0.0000073314845,0.0034273204],"genre_scores_gemma":[0.996499,0.000033437398,0.000001180607,0.002799138,0.000043668428,0.000050695773,0.000011464429,0.0000048747056,0.0005565498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988933,0.00017867921,0.00027476178,0.000085786225,0.00028891623,0.00027854976],"domain_scores_gemma":[0.9992663,0.00027360182,0.0001402314,0.00015896953,0.000032961045,0.00012792327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061022595,0.00006517494,0.00010446029,0.00004942588,0.00044952685,0.000007675605,0.00015031757,0.000036580943,0.000022885017],"category_scores_gemma":[0.00043465578,0.00004241461,0.000015932848,0.00026748548,0.00007359486,0.000040241073,0.000036214624,0.00014042122,3.2600775e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004135851,0.000003361534,0.95598966,0.0000631993,0.000007404039,0.0000038262333,0.0019727095,3.7104073e-7,0.000013805479,0.015503845,0.025991634,0.00044603721],"study_design_scores_gemma":[0.0001569323,0.000018461817,0.7747379,0.00003759004,0.0000059342224,0.0000035351115,0.008968781,0.000018763036,0.000007976915,0.0004395979,0.21555188,0.000052632866],"about_ca_topic_score_codex":0.4418178,"about_ca_topic_score_gemma":0.99706715,"teacher_disagreement_score":0.55524933,"about_ca_system_score_codex":0.00042332528,"about_ca_system_score_gemma":0.004722704,"threshold_uncertainty_score":0.83778745},"labels":[],"label_agreement":null},{"id":"W4381613141","doi":"10.1002/ajs4.273","title":"COVID‐19 stigma, Australia and slow violence: An analysis of 21 months of COVID news reporting","year":2023,"lang":"en","type":"article","venue":"Australian Journal of Social Issues","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Nova Scotia Health Authority","keywords":"Stigma (botany); Criminology; Coronavirus disease 2019 (COVID-19); Social distance; Socioeconomic status; Newspaper; Social stigma; Sociology; Psychology; Medicine; Demography; Psychiatry; Media studies; Virology; Population","score_opus":0.18160447226243231,"score_gpt":0.5089511743246603,"score_spread":0.327346702062228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381613141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913718,0.00016952118,0.000008924755,0.0077548544,0.00029092998,0.00020332262,0.00007120214,0.000030255871,0.00009917662],"genre_scores_gemma":[0.99417895,0.00051145157,0.00015884564,0.00010314546,0.0004281462,0.000005586924,0.0000229585,0.000016352156,0.004574547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959142,0.0004705978,0.0024625442,0.00020821128,0.0005150594,0.00042936232],"domain_scores_gemma":[0.9943806,0.00025295804,0.004303726,0.00016603807,0.0005006919,0.00039601393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024186373,0.00019244153,0.0011473031,0.00052291754,0.00063784636,0.000013307378,0.00022060792,0.00021086742,0.0006312153],"category_scores_gemma":[0.0016398297,0.0001651436,0.0003141233,0.0010547917,0.00029844095,0.00024640866,0.000083550694,0.00042038108,0.000005747678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105560044,0.00005341317,0.94362247,0.00034218314,0.0011219089,0.00007759192,0.033715382,0.00007562799,0.0010107873,0.00056958274,0.01863869,0.0006668111],"study_design_scores_gemma":[0.00069146795,0.00030269343,0.9036095,0.00028723985,0.001342753,0.000002487644,0.08469054,0.000007786261,0.00020349582,0.0018830838,0.006785593,0.00019335971],"about_ca_topic_score_codex":0.007983078,"about_ca_topic_score_gemma":0.0011794029,"teacher_disagreement_score":0.050975155,"about_ca_system_score_codex":0.00009722979,"about_ca_system_score_gemma":0.00027639073,"threshold_uncertainty_score":0.99862283},"labels":[],"label_agreement":null},{"id":"W4382363816","doi":"10.22617/wps230213-2","title":"Gender and the Total Work of Older Workers in Asia","year":2023,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Dhaka; Sustainable Development Technology Canada; Asian Development Bank","keywords":"Work (physics); Worry; Population ageing; Older people; Unpaid work; China; Care work; Demographic economics; Economic growth; Population; Labour economics; Development economics; Gerontology; Political science; Psychology; Economics; Sociology; Medicine; Demography; Engineering","score_opus":0.18686452829574196,"score_gpt":0.4631673049865897,"score_spread":0.27630277669084774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382363816","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041410852,0.0050505623,0.000007908179,0.004327711,0.0031907393,0.0019966061,0.0000152641,0.00012003822,0.9438803],"genre_scores_gemma":[0.3928745,0.0044573867,0.000027080141,0.00016890251,0.0006885149,0.0004903424,0.000025505966,0.000081482074,0.6011863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808025,0.0002606259,0.00065283466,0.00023704152,0.00042288838,0.00034635238],"domain_scores_gemma":[0.9983111,0.0009885905,0.00026576844,0.000250797,0.00014905157,0.000034703156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016342732,0.00018932893,0.00059283955,0.00012415258,0.00023166064,0.0000035206,0.00009428078,0.00032917125,0.00045963962],"category_scores_gemma":[0.00027195213,0.00010239416,0.00009733761,0.00031544475,0.00016261704,0.000019239498,0.00034648788,0.00073319796,0.00005339987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004525796,0.000009267469,0.6276062,0.00041828054,0.00015768496,0.000004622212,0.0033210395,5.2121834e-7,5.4828543e-8,0.0005572661,0.3670937,0.00078609586],"study_design_scores_gemma":[0.000892772,0.000006464987,0.96850675,0.000925897,0.00006310327,6.017881e-7,0.012217879,4.5717616e-7,1.2749392e-7,0.00037859046,0.016882775,0.00012456809],"about_ca_topic_score_codex":0.0036045283,"about_ca_topic_score_gemma":0.0008057547,"teacher_disagreement_score":0.35146365,"about_ca_system_score_codex":0.00008295729,"about_ca_system_score_gemma":0.00049504655,"threshold_uncertainty_score":0.5448992},"labels":[],"label_agreement":null},{"id":"W4382402134","doi":"10.21203/rs.3.rs-3100475/v1","title":"Return-to-Work coordinators’ perceptions of their roles relative to workers: A discourse analysis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Workplace Safety and Insurance Board","keywords":"Discretion; Hierarchy; Warrant; Judgement; Perception; Power (physics); Work (physics); Stakeholder; Public relations; Social psychology; Work systems; Psychology; Credibility; Process (computing); Sociology; Political science; Business; Computer science; Engineering; Law","score_opus":0.17065364792159052,"score_gpt":0.5340769069481949,"score_spread":0.36342325902660433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382402134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321591,0.00047088572,0.0013529669,0.05326076,0.0005772651,0.005393973,0.0014235161,0.00031779413,0.005043685],"genre_scores_gemma":[0.96649,0.00028989915,0.0002593694,0.000074691954,0.0004946903,0.0026961318,0.00032077817,0.000100523306,0.029273918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922591,0.0029740108,0.00093770254,0.0010473359,0.001415469,0.0013663988],"domain_scores_gemma":[0.99287117,0.0029628854,0.00025560296,0.0014763441,0.0018919059,0.0005420761],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036821982,0.00043034478,0.0011943568,0.0026578165,0.0017010173,0.00004156094,0.0008754828,0.00060318125,0.0008447554],"category_scores_gemma":[0.001954775,0.0003354665,0.00065174256,0.0062290924,0.00030052516,0.0000864126,0.0050738575,0.0036210176,0.0010677717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020920928,0.00010895803,0.8298285,0.00062877836,0.0019279581,0.000009459233,0.078410044,0.000460232,0.000015489493,0.00078166317,0.086991064,0.00062864594],"study_design_scores_gemma":[0.00021520744,0.00019383723,0.8136626,0.0052434774,0.00031394453,3.1715896e-8,0.17257117,0.000033295317,0.0000051518086,0.0042325947,0.003173033,0.00035567817],"about_ca_topic_score_codex":0.002703268,"about_ca_topic_score_gemma":0.0063653393,"teacher_disagreement_score":0.09416113,"about_ca_system_score_codex":0.00068418996,"about_ca_system_score_gemma":0.00061158417,"threshold_uncertainty_score":0.99990976},"labels":[],"label_agreement":null},{"id":"W4382561510","doi":"10.1111/bjir.12760","title":"Where's the ‘Human’ in Human Resource Management Managing Work in the 21st Century By MichaelGold and ChrisSmith. Bristol University Press. Sep 6, 2022, 470 pages, ISBN: 978–1529213805, Price GBP 39.99","year":2023,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Citation; Library science; Political science; Sociology; Management; Computer science; Economics","score_opus":0.04681952150407629,"score_gpt":0.3031146636785286,"score_spread":0.25629514217445226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382561510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.741136,0.035715852,0.000036064976,0.078853264,0.0016915146,0.0044218167,0.0001905108,0.00014808535,0.13780688],"genre_scores_gemma":[0.8735671,0.056046408,0.00004646527,0.00076659734,0.001437587,0.00006246148,0.00012266522,0.0000887194,0.067861974],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678844,0.001259277,0.0007723655,0.00023776836,0.00047054765,0.00047159893],"domain_scores_gemma":[0.99841255,0.0006695492,0.000539962,0.00020944029,0.0000820855,0.00008641059],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002425242,0.00016962044,0.00030782813,0.00026438874,0.0020302508,0.00007631346,0.0004739106,0.00023839185,0.00007577657],"category_scores_gemma":[0.00012954662,0.00014967972,0.000089974914,0.0009955036,0.00013561812,0.00024913682,0.00033956367,0.0023202503,0.000007935139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006725047,0.000095215015,0.058005735,0.000037980637,0.00012501201,0.00041103037,0.00370319,0.000075486096,0.000004554283,0.0030664392,0.92745423,0.006953882],"study_design_scores_gemma":[0.0029492013,0.000049194692,0.15692773,0.0017561523,0.00009850824,0.000020297543,0.043880045,0.0000050273516,3.005555e-7,0.00023255932,0.79391354,0.00016744275],"about_ca_topic_score_codex":0.0012152039,"about_ca_topic_score_gemma":0.0009707121,"teacher_disagreement_score":0.13354069,"about_ca_system_score_codex":0.0002596888,"about_ca_system_score_gemma":0.00005885257,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null},{"id":"W4382992516","doi":"10.2139/ssrn.4497983","title":"Remote Work, Foreign Residents, and the Future of Global Cities","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Work (physics); Business; Political science; Engineering","score_opus":0.020380307814169888,"score_gpt":0.3456222105789668,"score_spread":0.3252419027647969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382992516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90158623,0.03688873,0.00023884639,0.041874617,0.0008922144,0.0005094169,0.000009155147,0.00009553487,0.017905265],"genre_scores_gemma":[0.9418977,0.04659196,0.000012517875,0.00026989676,0.00106219,0.000006393604,0.0000022134723,0.000013864466,0.01014327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974101,0.00035389606,0.0003551862,0.0001107472,0.00025572666,0.0015143475],"domain_scores_gemma":[0.9992744,0.00023286627,0.00021614452,0.00013341203,0.000102345635,0.00004085785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026881804,0.00011395447,0.00023651436,0.000042008105,0.0009806232,0.000009535209,0.0001873508,0.00009079556,0.000024766048],"category_scores_gemma":[0.00008788217,0.00006634345,0.00008450542,0.0003604122,0.00015109095,0.00006817895,0.00013968337,0.001422215,0.000027744645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036379122,0.0000038992225,0.2064154,0.000030169549,0.00020982814,0.0000021556684,0.0013159025,0.0000010101578,0.0000012636734,0.7621927,0.0133850835,0.01607875],"study_design_scores_gemma":[0.0017272227,0.00007784594,0.11629116,0.000111894755,0.000048498354,0.000016275755,0.040500637,0.0000051112825,5.5736183e-7,0.83686155,0.0042827046,0.000076536],"about_ca_topic_score_codex":0.0002588885,"about_ca_topic_score_gemma":0.0024971045,"teacher_disagreement_score":0.09012424,"about_ca_system_score_codex":0.00029260057,"about_ca_system_score_gemma":0.00070364226,"threshold_uncertainty_score":0.75422597},"labels":[],"label_agreement":null},{"id":"W4383427417","doi":"10.2139/ssrn.4495082","title":"Health Inequalities Related to Psychosocial Working Conditions in Europe","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Inequality; Psychosocial; Health equity; Psychology; Medicine; Geography; Public health; Mathematics; Psychiatry; Nursing","score_opus":0.06138014390336295,"score_gpt":0.4361252023463533,"score_spread":0.3747450584429904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383427417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83382106,0.0012712205,0.00008229498,0.14969079,0.001652242,0.0006287622,0.000011723317,0.000285809,0.012556093],"genre_scores_gemma":[0.96983606,0.0061665177,0.000006962513,0.0019031999,0.0004438415,0.00005990854,0.000026256503,0.000040128554,0.02151713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99498135,0.0007401082,0.00070580706,0.0001895182,0.00024662144,0.0031366057],"domain_scores_gemma":[0.9992037,0.00023101158,0.00021612972,0.00011349712,0.00011599369,0.000119675125],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037805387,0.00014173663,0.00029967062,0.0004064672,0.0015691003,0.000012886667,0.00017826671,0.0000842793,0.00008663091],"category_scores_gemma":[0.00025984016,0.00013003156,0.000055066812,0.0016393773,0.00002858723,0.0000876824,0.000088198474,0.0028338812,0.00075244607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006466236,0.00004825404,0.28522733,0.000029934983,0.00013327527,0.000009314651,0.02456416,0.000029900353,0.000021169966,0.63987,0.04335075,0.006651224],"study_design_scores_gemma":[0.002456075,0.0005879581,0.27528575,0.00081590336,0.000016936352,0.000018951898,0.07078165,0.0000101488295,6.728255e-7,0.5342079,0.11540376,0.00041430947],"about_ca_topic_score_codex":0.0003923312,"about_ca_topic_score_gemma":0.011334755,"teacher_disagreement_score":0.14778759,"about_ca_system_score_codex":0.0011233923,"about_ca_system_score_gemma":0.0025520888,"threshold_uncertainty_score":0.9997307},"labels":[],"label_agreement":null},{"id":"W4383535183","doi":"10.3390/healthcare11131954","title":"The Crisis in the Nursing Labour Market: Canadian Policy Perspectives","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Financial crisis; Business; Nursing; Labour economics; Economics; Medicine; Macroeconomics","score_opus":0.07070122941954549,"score_gpt":0.4662587535414523,"score_spread":0.3955575241219068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383535183","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12092587,0.0023666958,2.5594647e-7,0.8430396,0.00043583056,0.00070295524,0.000054733573,0.000087166474,0.032386884],"genre_scores_gemma":[0.98084545,0.0021539035,0.0000029465507,0.009813173,0.00070839684,0.00023789256,0.0000067052288,0.000021550613,0.006210002],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972756,0.0010518617,0.00026548578,0.00020385523,0.00021637022,0.0009868455],"domain_scores_gemma":[0.998635,0.00069289724,0.000060187147,0.00032900396,0.0001394553,0.0001434756],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013271379,0.00011741226,0.00014253653,0.00023996922,0.0040463777,0.000019472192,0.0002683954,0.00010153561,0.00007926216],"category_scores_gemma":[0.00034768533,0.000067714085,0.00004403845,0.0011286688,0.000075150594,0.000044191605,0.000038907983,0.0005978065,0.00020576797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017858865,0.0000086279215,0.24644408,0.000083443745,0.000010860192,0.000014165159,0.20424935,2.9924598e-7,2.677095e-7,0.13832487,0.4056035,0.005242673],"study_design_scores_gemma":[0.00009275268,0.0000142722265,0.5121042,0.00009196668,0.0000016498832,4.3205557e-7,0.3502658,0.000003719425,5.7734564e-8,0.0059754844,0.13140278,0.00004686231],"about_ca_topic_score_codex":0.6295608,"about_ca_topic_score_gemma":0.83454657,"teacher_disagreement_score":0.85991955,"about_ca_system_score_codex":0.00074545486,"about_ca_system_score_gemma":0.0010850253,"threshold_uncertainty_score":0.9972502},"labels":[],"label_agreement":null},{"id":"W4383749654","doi":"10.56687/9781529221268-014","title":"Beyond the Rhetoric of Essentiality: Canada’s Neoliberal Migrant Worker Policy during the COVID-19 Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rhetoric; Pandemic; Coronavirus disease 2019 (COVID-19); Migrant workers; Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Economic growth; Economics; Virology; Medicine; Linguistics; Philosophy","score_opus":0.07366519029951446,"score_gpt":0.31882271268506185,"score_spread":0.2451575223855474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383749654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003947158,0.0004683667,0.00001555652,0.006276437,0.0012426352,0.0016972658,0.00082887814,0.0002350203,0.9852887],"genre_scores_gemma":[0.016713142,0.00034154116,0.0000016477705,0.0011464452,0.00051866326,0.000007540934,0.00003148727,0.00006246814,0.9811771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764043,0.00035731358,0.0004661031,0.00041085746,0.00056392915,0.0005613909],"domain_scores_gemma":[0.99744356,0.0007741238,0.00065997517,0.00073979417,0.00018345102,0.00019908941],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00037650875,0.00038388663,0.0005723554,0.00015507117,0.0026837313,0.000010347713,0.0008329303,0.00034406167,0.000047180936],"category_scores_gemma":[0.00006877034,0.00027646884,0.00024022238,0.000041199753,0.00049887435,0.00003458597,0.0010621911,0.0010991379,0.00000837226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049588847,0.00001365652,0.0044523613,0.0011556061,0.0013429269,0.00028089972,0.015897704,0.0000224631,0.000011534876,0.6135869,0.36219758,0.00054250745],"study_design_scores_gemma":[0.00068810844,0.000010385136,0.0019826903,0.00016326371,0.00029313753,0.0000050451813,0.0007618346,0.0000015471062,9.681665e-7,0.002388114,0.99342686,0.00027803672],"about_ca_topic_score_codex":0.7893934,"about_ca_topic_score_gemma":0.73708534,"teacher_disagreement_score":0.6312293,"about_ca_system_score_codex":0.0013518357,"about_ca_system_score_gemma":0.0032020696,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W4383758864","doi":"10.56687/9781529218985-012","title":"Flexible Temporalities, Flexible Trajectories: Montreal’s Nursing Home Crisis as an Example of Temporary Workers’ Complicated Urban Labor Geographies","year":2021,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Temporalities; Labour economics; Sociology; Political science; Economics; Law","score_opus":0.09080311818703919,"score_gpt":0.31618489545818673,"score_spread":0.22538177727114755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383758864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004143747,0.0042424016,0.00010489664,0.00028090557,0.0006366098,0.0012750247,0.0015101357,0.00082528446,0.986981],"genre_scores_gemma":[0.02808031,0.0007048869,0.00013769165,0.00020499378,0.00028950826,0.00001565621,0.0011040021,0.00016636775,0.9692966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99617165,0.00042108214,0.0008868539,0.0011151443,0.00062539364,0.00077986426],"domain_scores_gemma":[0.9961462,0.00030661677,0.0010593464,0.0012804851,0.00084025995,0.00036711522],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00026467614,0.0007925243,0.0015283835,0.00066157046,0.0016184204,0.000037082194,0.0007605033,0.00089157344,0.00024293826],"category_scores_gemma":[0.00001023357,0.0009163446,0.0004148861,0.00012624731,0.0007761613,0.000287069,0.00047839622,0.0009510973,0.0000091803195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013078698,0.00025184263,0.013418114,0.0014546405,0.001488105,0.0002792676,0.01998524,0.0000015172153,0.000022621049,0.54151833,0.41917437,0.0010980555],"study_design_scores_gemma":[0.0014657474,0.00025375217,0.0028931655,0.0023094954,0.0005406181,0.0000040896366,0.022910723,0.0000015028376,0.000065769695,0.0057685543,0.9627808,0.0010057918],"about_ca_topic_score_codex":0.17440057,"about_ca_topic_score_gemma":0.0017322146,"teacher_disagreement_score":0.5436064,"about_ca_system_score_codex":0.00040660895,"about_ca_system_score_gemma":0.00073852483,"threshold_uncertainty_score":0.99968135},"labels":[],"label_agreement":null},{"id":"W4384027570","doi":"10.1126/sciadv.adg3758","title":"Unemployment and underemployment are causes of suicide","year":2023,"lang":"en","type":"article","venue":"Science Advances","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Western Sydney University","keywords":"Underemployment; Unemployment; Suicide prevention; Poison control; Human factors and ergonomics; Injury prevention; Epidemiology; Medicine; Economics; Occupational safety and health; Demography; Demographic economics; Environmental health; Internal medicine; Economic growth; Sociology","score_opus":0.10382603243042358,"score_gpt":0.4563840679739869,"score_spread":0.3525580355435633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384027570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99081117,0.0014231979,0.000015204298,0.0041203806,0.0005567399,0.0003488205,0.0000135805085,0.00014809989,0.0025628337],"genre_scores_gemma":[0.99585366,0.0009689961,0.00009281157,0.00029264536,0.000056671655,0.00006644758,0.0000016417152,0.00000913785,0.00265798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983877,0.00005256285,0.00030076937,0.00030498512,0.0004484075,0.0005055927],"domain_scores_gemma":[0.9990968,0.00028303298,0.00018645846,0.0001950733,0.00014759252,0.00009104989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007399861,0.000110318295,0.00021123354,0.00019871423,0.001017986,0.0000074490968,0.00020222404,0.000027019141,0.000040191542],"category_scores_gemma":[0.00021447781,0.000082412145,0.000022470083,0.0009471831,0.0007596755,0.00034026787,0.0003128483,0.00010340136,0.000063680774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010591286,0.000016974946,0.98571897,0.00012533994,0.00000843156,0.0000028139098,0.0018041253,0.000026773107,0.003644157,0.0034529231,0.0011270812,0.0040618093],"study_design_scores_gemma":[0.000513308,0.00015815458,0.92878425,0.00046905247,0.000017653978,5.0118445e-7,0.022212299,0.000016285077,0.007020463,0.011424475,0.029154038,0.00022953018],"about_ca_topic_score_codex":0.00012957644,"about_ca_topic_score_gemma":0.0005358009,"teacher_disagreement_score":0.05693474,"about_ca_system_score_codex":0.000057159505,"about_ca_system_score_gemma":0.00012132422,"threshold_uncertainty_score":0.7829628},"labels":[],"label_agreement":null},{"id":"W4384030290","doi":"10.1177/08969205231185270","title":"The Political Economy of Precarious Work in India: A Case of Languishing Social Policy?","year":2023,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Precarity; Neoliberalism (international relations); Welfare state; Political economy; Politics; Welfare; Corporate governance; Precarious work; Unemployment; Context (archaeology); Political science; Social policy; Work (physics); Sociology; Economics; Economic system; Economic growth; Market economy; Law","score_opus":0.07602508029224347,"score_gpt":0.4832013823158612,"score_spread":0.4071763020236177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384030290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8426067,0.0002215018,0.0000050104973,0.12452791,0.00031445714,0.00025478844,0.000029605368,0.00004819301,0.031991802],"genre_scores_gemma":[0.9977789,0.000006476158,0.00001004326,0.0014109947,0.00059547304,0.00008612142,0.000005058912,0.0000101707665,0.00009675598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99811196,0.00058529305,0.0004423706,0.00012764972,0.000046723315,0.00068598305],"domain_scores_gemma":[0.9947903,0.004910689,0.000052772768,0.00009683618,0.00009107089,0.000058317193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005705416,0.00007854515,0.00031247202,0.00007598782,0.00052248326,0.0000018846642,0.00011097451,0.00026707325,0.000027231152],"category_scores_gemma":[0.0026087111,0.000058206442,0.00007124523,0.0001918941,0.0011618525,0.000021064136,0.00020906405,0.0004606253,0.000030726354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024438175,0.000020421803,0.08477268,0.00008839572,0.000022168435,0.000058236263,0.014927838,3.494548e-8,0.0000044298704,0.8966034,0.0031994923,0.00027846737],"study_design_scores_gemma":[0.00057669065,0.00008293599,0.30081508,0.000053834894,0.000023983406,0.000004889483,0.04652102,0.0000049413056,0.00000808663,0.64772373,0.0040787943,0.000105995365],"about_ca_topic_score_codex":0.00095835695,"about_ca_topic_score_gemma":0.00017484925,"teacher_disagreement_score":0.24887966,"about_ca_system_score_codex":0.00010642325,"about_ca_system_score_gemma":0.00018308464,"threshold_uncertainty_score":0.42808938},"labels":[],"label_agreement":null},{"id":"W4384080720","doi":"10.7202/1101315ar","title":"Resilience and Post-Traumatic Growth after Discriminatory Job Loss: The Case of Academics Dismissed after Turkey’s 2016 Coup","year":2023,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Gratitude; Optimism; Job loss; Patience; Psychology; Psychological resilience; Social psychology; Pessimism; Coping (psychology); Workforce; Job security; Unemployment; Clinical psychology; Political science; Economics; Work (physics)","score_opus":0.045891984212636364,"score_gpt":0.3493509063439155,"score_spread":0.3034589221312792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384080720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981165,0.0014037506,0.000026354679,0.015010418,0.00018427643,0.0005863811,0.0001133543,0.00007330813,0.0014371607],"genre_scores_gemma":[0.9891083,0.0006634485,0.000020836587,0.00025697466,0.00008799655,0.00028245375,0.00001181447,0.000021341317,0.009546802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852055,0.00026090431,0.0005044975,0.00021882684,0.00016262637,0.00033260544],"domain_scores_gemma":[0.9979245,0.0014000648,0.00016420586,0.00026857288,0.00016217175,0.00008045857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051335996,0.00016232983,0.00020049381,0.00014219114,0.00086929224,0.00000873199,0.00012639374,0.00028788816,0.00017752244],"category_scores_gemma":[0.00053760473,0.00010531319,0.000050893723,0.00044990474,0.0003839045,0.00017164687,0.0002160706,0.00083207793,0.00011378351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012831991,0.000048499634,0.8825313,0.00014675902,0.00012027311,0.00027079115,0.051188767,0.00002470953,0.000044729128,0.007977271,0.055295885,0.0022227217],"study_design_scores_gemma":[0.00057413743,0.000066710716,0.92708355,0.00075935083,0.00019188102,0.000028654193,0.061002593,0.00022235146,0.00002257603,0.002970139,0.006810797,0.00026727654],"about_ca_topic_score_codex":0.00053470215,"about_ca_topic_score_gemma":0.00018287881,"teacher_disagreement_score":0.04848509,"about_ca_system_score_codex":0.000044692388,"about_ca_system_score_gemma":0.00015186444,"threshold_uncertainty_score":0.6685981},"labels":[],"label_agreement":null},{"id":"W4384156601","doi":"10.1016/j.anzjph.2023.100074","title":"Precarious employment and associated health and social consequences; a systematic review","year":2023,"lang":"en","type":"review","venue":"Australian and New Zealand Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Precarious work; Scale (ratio); Mental health; Job insecurity; Demographic economics; Political science; Psychology; Geography; Economics; Work (physics)","score_opus":0.3772633248523287,"score_gpt":0.500217241995326,"score_spread":0.1229539171429973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384156601","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037369926,0.89146405,0.0000012587092,0.10508422,0.00037613433,0.0028565603,0.00011282834,0.00004785775,0.000019729423],"genre_scores_gemma":[0.000013801432,0.98127407,0.000015785407,0.004157612,0.00035988554,0.00007069985,0.00007163321,0.000060458697,0.01397603],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899203,0.004341215,0.0036733702,0.00039079448,0.0005429566,0.0011313332],"domain_scores_gemma":[0.9921707,0.00084840105,0.005183381,0.00017871782,0.00021979604,0.001399027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008990379,0.0005490375,0.0058471626,0.00039764078,0.0011242732,0.000084711595,0.00021829056,0.00036884638,0.000028021022],"category_scores_gemma":[0.0007350903,0.0003648753,0.00027152157,0.00044223468,0.00017628212,0.00017248244,0.00016128365,0.0014297265,0.000011939551],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030314225,0.00003627015,0.0003234745,0.6964822,0.0007171835,0.00001746248,0.0057377466,6.538798e-10,3.3590386e-9,0.0001861032,0.24185057,0.054645956],"study_design_scores_gemma":[0.0006437776,0.00056666665,0.00020011637,0.4019714,0.0005183211,0.00011170997,0.0009876161,3.0550403e-8,5.201985e-10,0.00012122431,0.59466755,0.0002115679],"about_ca_topic_score_codex":0.0013405789,"about_ca_topic_score_gemma":0.00081572245,"teacher_disagreement_score":0.35281703,"about_ca_system_score_codex":0.00054510264,"about_ca_system_score_gemma":0.00629828,"threshold_uncertainty_score":0.9998803},"labels":[],"label_agreement":null},{"id":"W4384471933","doi":"10.2307/jj.4908228.15","title":"Workers Compensation Board of Manitoba","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Business; Psychology; Psychoanalysis","score_opus":0.09505483802882514,"score_gpt":0.3719171797296852,"score_spread":0.27686234170086005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384471933","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053124776,0.00047461613,0.00003754034,0.0016616767,0.000921848,0.0004416001,0.000018520783,0.00006947057,0.99584347],"genre_scores_gemma":[0.0040854043,0.00042997248,0.00016987916,0.00052359345,0.0003648241,0.000018830895,0.000109844186,0.00004006273,0.99425757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881876,0.000044597513,0.0005071532,0.000205436,0.00023390324,0.0001901665],"domain_scores_gemma":[0.99889684,0.00023244001,0.00030819065,0.00025647433,0.0002657752,0.00004026019],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116840834,0.00018983598,0.00045264384,0.00007723884,0.00024706652,0.0000023017226,0.00008691899,0.0003157999,0.0064173397],"category_scores_gemma":[0.000018166467,0.00016085102,0.00012810265,0.000018168153,0.00005835475,0.000024924308,0.0001731972,0.00041536544,0.00047018577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028659333,0.000012344305,0.060301848,0.00050434156,0.00031719444,0.000008656153,0.00053979066,4.2480218e-7,0.000008042144,0.65316457,0.28272048,0.0023936387],"study_design_scores_gemma":[0.000439636,0.000047762653,0.012589975,0.001765322,0.00013800603,2.4864232e-7,0.0030952415,0.0000010439294,0.00000795433,0.009989589,0.9716259,0.00029928278],"about_ca_topic_score_codex":0.0005183491,"about_ca_topic_score_gemma":0.0057151946,"teacher_disagreement_score":0.6889055,"about_ca_system_score_codex":0.00009017704,"about_ca_system_score_gemma":0.000118722965,"threshold_uncertainty_score":0.9944909},"labels":[],"label_agreement":null},{"id":"W4384942526","doi":"10.1016/j.psychres.2023.115356","title":"Is the association between psychological distress and risky alcohol consumption shifting over time? An age-period-cohort analysis of the Australian population","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Demography; Cohort; Distress; Alcohol consumption; Population; Medicine; Cohort study; Psychological distress; Cohort effect; Psychology; Psychiatry; Alcohol; Clinical psychology; Environmental health; Mental health; Internal medicine","score_opus":0.22211578802518506,"score_gpt":0.5378780005353565,"score_spread":0.31576221251017145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384942526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785565,0.00004027327,9.069454e-7,0.019497013,0.0002669157,0.0007522986,0.00017750982,0.00005696754,0.0006515727],"genre_scores_gemma":[0.9953965,0.000086435146,0.000014018387,0.00010380774,0.00029723084,0.000096851574,0.0002192216,0.000013878523,0.003772037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959034,0.0018696438,0.00047722648,0.00036018537,0.00086657016,0.0005230283],"domain_scores_gemma":[0.9983101,0.0007502742,0.00025356293,0.00044978035,0.00016207126,0.000074195574],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004387886,0.000120320736,0.00029508263,0.00024542393,0.00205919,0.0000398453,0.00028622034,0.0002214878,0.0004343944],"category_scores_gemma":[0.00031088106,0.000071134535,0.00012931119,0.0017245397,0.00015025672,0.0001014291,0.000216647,0.00078835536,0.00008560766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021199095,0.000032283377,0.98452145,0.000044230426,0.0005494599,2.2832128e-7,0.0016696983,0.0000034728655,0.000029282062,0.00026448746,0.01236406,0.00050016347],"study_design_scores_gemma":[0.00026947304,0.000038497164,0.99681526,0.000050849583,0.00037217792,4.165617e-8,0.0007103883,0.00015001986,8.627072e-7,0.0011766917,0.00033795682,0.00007780417],"about_ca_topic_score_codex":0.0013723096,"about_ca_topic_score_gemma":0.0012366708,"teacher_disagreement_score":0.019393206,"about_ca_system_score_codex":0.00011231599,"about_ca_system_score_gemma":0.000018701661,"threshold_uncertainty_score":0.99924},"labels":[],"label_agreement":null},{"id":"W4385190603","doi":"10.32920/23739579","title":"Is Precarious Employment Low Income Employment? The Changing Labour Market in Southern Ontario","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Labour economics; Race (biology); Economics; Demographic economics; Sociology; Gender studies","score_opus":0.06960609710013592,"score_gpt":0.374312519362022,"score_spread":0.30470642226188605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385190603","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350804,0.00055168633,0.00005183152,0.031890325,0.0054247244,0.005597877,0.00040993703,0.00090730784,0.02008588],"genre_scores_gemma":[0.26047674,0.0002639945,0.00006575486,0.003950383,0.0006854344,0.002827176,0.00010027557,0.00019875885,0.7314315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99382764,0.0008701185,0.0014669258,0.0011607144,0.00085317536,0.0018214196],"domain_scores_gemma":[0.99683905,0.00075712166,0.00058733975,0.001439939,0.00020765745,0.00016886705],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026034212,0.00083709514,0.0010653313,0.00062123325,0.0014092792,0.00007864117,0.0010791294,0.0007593984,0.0069009266],"category_scores_gemma":[0.000102235106,0.00057755737,0.00035476644,0.00053463946,0.000108718166,0.00007580615,0.006350938,0.0033886496,0.0019350378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073938696,0.00008573763,0.71854633,0.0004512692,0.00035433396,0.00002732804,0.24154991,0.000028672555,0.0000012188893,0.0002744084,0.038119633,0.00048724317],"study_design_scores_gemma":[0.0020855698,0.00010896026,0.8296667,0.004552788,0.00018308971,9.126498e-7,0.047563393,0.00011479472,0.0000081746975,0.011042275,0.10324809,0.0014252899],"about_ca_topic_score_codex":0.47411275,"about_ca_topic_score_gemma":0.81506,"teacher_disagreement_score":0.7113456,"about_ca_system_score_codex":0.0017446354,"about_ca_system_score_gemma":0.00079230574,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W4385190672","doi":"10.32920/23739579.v1","title":"Is Precarious Employment Low Income Employment? The Changing Labour Market in Southern Ontario","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Labour economics; Race (biology); Economics; Demographic economics; Association (psychology); Sociology; Gender studies; Psychology","score_opus":0.06960609710013592,"score_gpt":0.374312519362022,"score_spread":0.30470642226188605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385190672","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350804,0.00055168633,0.00005183152,0.031890325,0.0054247244,0.005597877,0.00040993703,0.00090730784,0.02008588],"genre_scores_gemma":[0.26047674,0.0002639945,0.00006575486,0.003950383,0.0006854344,0.002827176,0.00010027557,0.00019875885,0.7314315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99382764,0.0008701185,0.0014669258,0.0011607144,0.00085317536,0.0018214196],"domain_scores_gemma":[0.99683905,0.00075712166,0.00058733975,0.001439939,0.00020765745,0.00016886705],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026034212,0.00083709514,0.0010653313,0.00062123325,0.0014092792,0.00007864117,0.0010791294,0.0007593984,0.0069009266],"category_scores_gemma":[0.000102235106,0.00057755737,0.00035476644,0.00053463946,0.000108718166,0.00007580615,0.006350938,0.0033886496,0.0019350378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073938696,0.00008573763,0.71854633,0.0004512692,0.00035433396,0.00002732804,0.24154991,0.000028672555,0.0000012188893,0.0002744084,0.038119633,0.00048724317],"study_design_scores_gemma":[0.0020855698,0.00010896026,0.8296667,0.004552788,0.00018308971,9.126498e-7,0.047563393,0.00011479472,0.0000081746975,0.011042275,0.10324809,0.0014252899],"about_ca_topic_score_codex":0.47411275,"about_ca_topic_score_gemma":0.81506,"teacher_disagreement_score":0.7113456,"about_ca_system_score_codex":0.0017446354,"about_ca_system_score_gemma":0.00079230574,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W4385196252","doi":"10.32920/23739462","title":"‘Illegalized’ Migrant Workers and the Struggle for a Living Wage","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deportation; Immigration; Living wage; Wage; Poverty; Migrant workers; Working poor; Political science; Labour economics; Business; Demographic economics; Economic growth; Economics; Law","score_opus":0.11200810437642555,"score_gpt":0.4257789779741674,"score_spread":0.31377087359774186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385196252","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40210366,0.017945036,0.0069408813,0.3744801,0.021501213,0.03684907,0.0009295078,0.0036722939,0.13557824],"genre_scores_gemma":[0.44881845,0.0014464776,0.0013521776,0.0028995257,0.001682552,0.009448806,0.0000857606,0.00019549992,0.53407073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807,0.00035820858,0.00049198413,0.00041200998,0.00016819003,0.000499578],"domain_scores_gemma":[0.99475753,0.004459489,0.00021621583,0.00040047514,0.00010527357,0.000061037834],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015748341,0.00025921458,0.00053906604,0.00007198419,0.001398609,0.000029401619,0.00023549238,0.00027345182,0.00020366488],"category_scores_gemma":[0.00062510057,0.00014246014,0.00019695614,0.000073004216,0.0001570555,0.000025811687,0.0017871726,0.00075516285,0.000057020123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023592047,0.000017953242,0.08305185,0.0013059224,0.0005250333,0.0000017087114,0.037631948,0.0000070778833,0.0000013235573,0.007241454,0.86879104,0.0011887621],"study_design_scores_gemma":[0.007262456,0.0000968391,0.13152678,0.008051732,0.000728031,6.1915597e-7,0.08743368,0.0012517987,0.0000020354166,0.053317048,0.70911014,0.0012188295],"about_ca_topic_score_codex":0.0053165965,"about_ca_topic_score_gemma":0.004895522,"teacher_disagreement_score":0.39849252,"about_ca_system_score_codex":0.000046589044,"about_ca_system_score_gemma":0.00011925382,"threshold_uncertainty_score":0.9999014},"labels":[],"label_agreement":null},{"id":"W4385213821","doi":"10.5465/amproc.2023.18322symposium","title":"Workers’ Experiences, Front and Center: The Experience of Distress and Trauma in the Workplace","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Center (category theory); Distress; Front (military); Trauma center; Psychology; Social psychology; Nursing; Medicine; Clinical psychology; Engineering; Surgery; Mechanical engineering","score_opus":0.0547774181303242,"score_gpt":0.37542048170691533,"score_spread":0.3206430635765911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385213821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774816,0.0005551757,0.0000016389114,0.012251269,0.000053305208,0.00076315796,0.000002505487,0.000026698073,0.008864635],"genre_scores_gemma":[0.9956942,0.0015388901,0.000026787498,0.00043887223,0.000034162014,0.00052547874,9.346777e-7,0.000007224372,0.0017334395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880683,0.000040523337,0.00035706005,0.00022155877,0.00027675324,0.00029728713],"domain_scores_gemma":[0.999498,0.00017968875,0.00022434606,0.00005682142,0.000015682515,0.000025433706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007719746,0.00011705831,0.00018166855,0.00008267018,0.0003494094,0.000010887748,0.0003387882,0.00006135904,0.000021775644],"category_scores_gemma":[0.000037428465,0.00006629018,0.000021637588,0.00033060354,0.00031054576,0.00015297827,0.00040781684,0.00023918295,0.0000024805568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053512,0.00002712548,0.61212355,0.00046519202,0.000029856792,6.9971674e-7,0.34861094,2.1717548e-7,0.000009081819,0.0069608022,0.023248835,0.008470177],"study_design_scores_gemma":[0.00038064804,0.000020094003,0.4977694,0.00034418906,0.000012413235,2.2806326e-7,0.4870077,0.000012902867,0.000019953653,0.00047066604,0.013902995,0.000058815316],"about_ca_topic_score_codex":0.000057386973,"about_ca_topic_score_gemma":0.000009381942,"teacher_disagreement_score":0.13839677,"about_ca_system_score_codex":0.000011768343,"about_ca_system_score_gemma":0.0000019551064,"threshold_uncertainty_score":0.2703235},"labels":[],"label_agreement":null},{"id":"W4385219009","doi":"10.5465/amproc.2023.10114symposium","title":"Exploring Work and Non-Work Recovery: Dynamics Across Individuals, Couples, and Contexts","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Dynamics (music); Psychology; Engineering","score_opus":0.11759540427215118,"score_gpt":0.37937588335619865,"score_spread":0.26178047908404745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385219009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833847,0.0004357668,0.000009101122,0.011198461,0.00018454563,0.0009786335,0.00001892696,0.00020894807,0.0035808827],"genre_scores_gemma":[0.9805118,0.012377777,0.00016806567,0.0006709449,0.00012990572,0.00042219422,0.00001238513,0.000042297248,0.005664635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980569,0.000016124624,0.000505422,0.00043010604,0.00032251063,0.0006689652],"domain_scores_gemma":[0.9993192,0.0001926024,0.00027945227,0.000059309463,0.000047957958,0.00010147373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012500436,0.00023285604,0.0003837094,0.000184874,0.0007978922,0.000031140233,0.00020435717,0.00015418656,0.000009184043],"category_scores_gemma":[0.00006255948,0.00021978811,0.000037356247,0.0007788302,0.00014491552,0.0005032234,0.001199684,0.00045503842,0.000030618532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007442807,0.000015473432,0.8954993,0.001285454,0.00022582902,0.0000013562668,0.0064077266,7.1255516e-7,0.000003214947,0.013478196,0.04118335,0.04182496],"study_design_scores_gemma":[0.0008998426,0.0000467337,0.9368004,0.0009618405,0.00007082738,1.5236276e-7,0.013108599,0.000015097205,0.000008178634,0.001998386,0.045858223,0.0002317266],"about_ca_topic_score_codex":0.000015487823,"about_ca_topic_score_gemma":0.0000026125078,"teacher_disagreement_score":0.04159323,"about_ca_system_score_codex":0.000058858317,"about_ca_system_score_gemma":0.0000047444773,"threshold_uncertainty_score":0.8962699},"labels":[],"label_agreement":null},{"id":"W4385220080","doi":"10.5465/amproc.2023.14198abstract","title":"Investigating the Paradoxes of Workplace Well-being: A Systematic Literature Review","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Epistemology; Sociology; Psychology; Philosophy","score_opus":0.04616485929249175,"score_gpt":0.37459844430001377,"score_spread":0.328433585007522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385220080","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21743496,0.16007349,0.000013981187,0.3245383,0.0006507938,0.021643765,0.000012416693,0.0011608383,0.27447146],"genre_scores_gemma":[0.6688788,0.2583632,0.0004263683,0.015381408,0.00036671764,0.0025611622,0.000013842629,0.00009542344,0.05391311],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99765885,0.000102264494,0.001048294,0.00026180386,0.0005211862,0.00040757973],"domain_scores_gemma":[0.9984456,0.00040730007,0.0008724834,0.000112859016,0.00011221057,0.000049566264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028306805,0.0002036222,0.000603194,0.00017917047,0.00045308258,0.000010797887,0.0005179246,0.0001191681,0.000025064925],"category_scores_gemma":[0.00038351768,0.00012669407,0.00011180046,0.0016263366,0.00011243326,0.00019259324,0.0005384412,0.00051745557,0.00008606609],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056301146,0.000011725322,0.015375619,0.61067736,0.00024248469,7.368564e-7,0.0076690107,5.34479e-7,0.000035645084,0.11584494,0.24992989,0.00020643535],"study_design_scores_gemma":[0.000685831,0.00006202459,0.024720864,0.89578396,0.00092852814,0.0000015941982,0.01656066,0.00006423342,0.00012939658,0.021305436,0.039393116,0.00036435298],"about_ca_topic_score_codex":0.0000024661354,"about_ca_topic_score_gemma":2.0670574e-7,"teacher_disagreement_score":0.45144382,"about_ca_system_score_codex":0.000024329225,"about_ca_system_score_gemma":0.0000073670712,"threshold_uncertainty_score":0.5166434},"labels":[],"label_agreement":null},{"id":"W4385220737","doi":"10.5465/amproc.2023.11998symposium","title":"The Plight of the Vulnerable Workforce: Theoretical and Empirical Advancements","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Scholarship; Workforce; Sociology; Globe; Criminology; Political science; Public relations; Psychology; Law","score_opus":0.05404721091370893,"score_gpt":0.4199840665412343,"score_spread":0.36593685562752537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385220737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7984872,0.00049970305,0.000008720907,0.091470525,0.00024829948,0.0014685026,0.0000039386396,0.00010068401,0.107712455],"genre_scores_gemma":[0.97325003,0.0034010187,0.000043120875,0.0012989515,0.000083847575,0.00018951243,6.7423144e-7,0.000017162942,0.021715656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842095,0.00006767485,0.00045886057,0.00021363898,0.00041526445,0.00042361463],"domain_scores_gemma":[0.99915993,0.00043280184,0.00023414483,0.00008117735,0.000051269206,0.0000406599],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016379629,0.00012861665,0.00019890998,0.000060435184,0.0014373333,0.000007618197,0.000390877,0.00009351148,0.0000401311],"category_scores_gemma":[0.00016046932,0.00006699995,0.000053110234,0.0005092551,0.00046233917,0.000099922945,0.0009527418,0.00052137894,0.000020313879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006526082,0.000018349758,0.1588298,0.00045811347,0.00010729079,1.4073672e-7,0.0019668287,7.5490107e-7,0.00006058861,0.6900202,0.14132729,0.0071454193],"study_design_scores_gemma":[0.0009223331,0.00005725833,0.29053375,0.0005729234,0.0001153194,1.9915235e-7,0.009572118,0.0000765747,0.00040546752,0.09707905,0.6005138,0.00015119794],"about_ca_topic_score_codex":0.0000015073445,"about_ca_topic_score_gemma":3.339667e-7,"teacher_disagreement_score":0.5929411,"about_ca_system_score_codex":0.000022036022,"about_ca_system_score_gemma":0.0000070013275,"threshold_uncertainty_score":0.9998627},"labels":[],"label_agreement":null},{"id":"W4385223893","doi":"10.5465/amproc.2023.16001symposium","title":"The Punishment Ends &amp; the Consequences Persist: Employment Challenges for The Formerly Incarcerated","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Disadvantaged; Population; Sociology; Erasmus+; Socialization; Inequality; Criminology; Public relations; Political science; Law; Social science","score_opus":0.16976505897674996,"score_gpt":0.42127026577918,"score_spread":0.25150520680243005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385223893","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12473232,0.0063183876,0.000016575697,0.81879115,0.00052509026,0.00630886,0.000024389423,0.00036980855,0.042913426],"genre_scores_gemma":[0.8722438,0.059034426,0.000074619355,0.0034400928,0.00035640688,0.005873226,0.000010134313,0.000052896405,0.058914382],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975887,0.00006385867,0.0006198937,0.00035557523,0.0005891794,0.0007827858],"domain_scores_gemma":[0.9978829,0.0013440931,0.0004035159,0.00015714848,0.00016029578,0.000052020572],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033382282,0.00024993985,0.00025219427,0.000099865785,0.004250704,0.000045287245,0.0009838298,0.00011842827,0.000033296976],"category_scores_gemma":[0.00013522188,0.000114917304,0.00014701317,0.00044914975,0.0005303133,0.0001600285,0.000646399,0.00044024803,0.000062038474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018411694,0.000046512472,0.0051932675,0.0009321868,0.0015884488,4.6338687e-7,0.023660228,0.0000035925943,0.00014295113,0.4499232,0.4783929,0.03993213],"study_design_scores_gemma":[0.0006349795,0.0001069159,0.03783064,0.0001698275,0.00029647353,4.2387356e-7,0.062619574,0.00003217607,0.000074311036,0.011174166,0.8869066,0.0001538652],"about_ca_topic_score_codex":0.000042886535,"about_ca_topic_score_gemma":0.000036009977,"teacher_disagreement_score":0.81535107,"about_ca_system_score_codex":0.00006997253,"about_ca_system_score_gemma":0.00002247825,"threshold_uncertainty_score":0.99704564},"labels":[],"label_agreement":null},{"id":"W4385229827","doi":"","title":"Correlates and Consequences of Nursing Staff Job Insecurity 1","year":2015,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job insecurity; Nursing; Psychology; Nursing staff; Medicine; Work (physics)","score_opus":0.08884602076182689,"score_gpt":0.3567561378307733,"score_spread":0.2679101170689464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385229827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.850558,0.0005192965,0.0001684448,0.0013201596,0.00030144324,0.00021123473,0.000021216785,0.00006814489,0.14683208],"genre_scores_gemma":[0.99394107,0.00023941947,0.00012778389,0.000042454158,0.0000310458,7.188415e-7,0.0000057743914,0.00000828873,0.0056034406],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99890834,0.00025663394,0.0002020961,0.00019487487,0.00016545113,0.00027261116],"domain_scores_gemma":[0.9990217,0.00027549395,0.00016488273,0.00014378266,0.00024559646,0.00014853377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022423218,0.00012171213,0.0002530017,0.0001649797,0.00044574583,0.00000479383,0.00012817109,0.00011097082,0.00006009625],"category_scores_gemma":[0.000110905516,0.000120737575,0.00003425143,0.00028568774,0.000548525,0.00017319532,0.000109036446,0.00022311695,0.000015409152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067483314,0.00018769628,0.60853416,0.00018204402,0.0001606933,0.00012839785,0.06018157,0.000006669898,0.00025172622,0.2897935,0.03869442,0.0012042953],"study_design_scores_gemma":[0.007282841,0.001131296,0.08329962,0.0017980625,0.00045501575,0.0000161186,0.48477468,0.00011734163,0.00028333758,0.048072763,0.3717217,0.0010472017],"about_ca_topic_score_codex":0.00038127255,"about_ca_topic_score_gemma":0.00023129352,"teacher_disagreement_score":0.5252346,"about_ca_system_score_codex":0.00016649238,"about_ca_system_score_gemma":0.0002261705,"threshold_uncertainty_score":0.49235353},"labels":[],"label_agreement":null},{"id":"W4385247985","doi":"10.7202/1101836ar","title":"Équité salariale entre les sexes au Canada de 1971 à 2016 : note empirique","year":2023,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Laurentian University; Université de Hearst","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07497240116807714,"score_gpt":0.4189386003634191,"score_spread":0.343966199195342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385247985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7040984,0.013577711,0.00014893402,0.20566241,0.0065916535,0.0010386263,0.0006475985,0.0003793286,0.06785535],"genre_scores_gemma":[0.91294795,0.007783497,0.00049197406,0.0006805719,0.0056375633,0.00008525622,0.000018730532,0.00006032889,0.07229412],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926962,0.0025056885,0.0007001242,0.0009879027,0.0009877179,0.00212236],"domain_scores_gemma":[0.9936626,0.0050480734,0.00039257496,0.00028320443,0.00029747066,0.00031609385],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0034485115,0.0005378812,0.0007028257,0.00028196938,0.0069748033,0.000093916286,0.000856462,0.0005945665,0.0011754507],"category_scores_gemma":[0.0019647728,0.00049575407,0.00024355695,0.0015213079,0.0040424992,0.00035599933,0.0006941556,0.0008930573,0.00023579285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003182363,0.0001275228,0.09222348,0.00026066395,0.00017150612,0.000047048114,0.54818773,0.00008417051,0.0002345387,0.06498707,0.2888341,0.0048103407],"study_design_scores_gemma":[0.0004875079,0.00013436354,0.06336943,0.00055237726,0.0000836313,0.0000025834665,0.77090085,0.000098018856,0.00009139553,0.0052131573,0.15847313,0.00059355545],"about_ca_topic_score_codex":0.8786117,"about_ca_topic_score_gemma":0.96722835,"teacher_disagreement_score":0.2227131,"about_ca_system_score_codex":0.0055255876,"about_ca_system_score_gemma":0.037641753,"threshold_uncertainty_score":0.9997494},"labels":[],"label_agreement":null},{"id":"W4385271576","doi":"10.1080/1369183x.2023.2235905","title":"Navigating bureaucratic violence in Canada’s two-step immigration system","year":2023,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Manitoba; McGill University; York University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bureaucracy; Immigration; Residence; Accountability; State (computer science); Precarity; Political science; Immigration policy; Sociology; Demographic economics; Economic growth; Economics; Law; Politics","score_opus":0.09955462274565227,"score_gpt":0.4594068873445098,"score_spread":0.35985226459885755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385271576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835816,0.009387223,0.0000646655,0.0058806576,0.0007277083,0.00021347239,0.000003605333,0.000020512642,0.00012053389],"genre_scores_gemma":[0.988952,0.010356935,0.000050365354,0.00020291621,0.0002152129,0.00002910371,0.0000026467003,0.000007674073,0.00018315608],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982797,0.0002584398,0.0008415941,0.00010709353,0.00027780974,0.00023536086],"domain_scores_gemma":[0.9983423,0.0006528859,0.0005274213,0.000065527,0.00036425772,0.00004765604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010621195,0.000117231335,0.0003804289,0.00007013138,0.00042044252,0.000004356893,0.00005606896,0.000038200622,0.0000028046736],"category_scores_gemma":[0.0002580189,0.00008415621,0.000035883848,0.00035478477,0.000032711654,0.00014958774,0.000058150385,0.00041892982,0.0000057929515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096355965,0.000022224223,0.858657,0.001144328,0.00032877046,0.0000994208,0.065486714,0.00023166854,0.0007504307,0.0017209179,0.034585055,0.03687711],"study_design_scores_gemma":[0.0013968096,0.0001384433,0.47233707,0.0069764503,0.000088638146,0.000011332115,0.51633143,0.0012038862,0.00004801308,0.00044167537,0.0008267902,0.00019945716],"about_ca_topic_score_codex":0.31329378,"about_ca_topic_score_gemma":0.9541657,"teacher_disagreement_score":0.6408719,"about_ca_system_score_codex":0.00041976248,"about_ca_system_score_gemma":0.00040530553,"threshold_uncertainty_score":0.69127905},"labels":[],"label_agreement":null},{"id":"W4385359977","doi":"10.59962/9780774864381-008","title":"Getting By but Dreaming of Normal: Low-Wage Employment, Living in Toronto, and the Crisis of Social Reproduction","year":2021,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Wage; Living wage; Social reproduction; Labour economics; Demographic economics; Economics; Sociology; Social science; Biology; Ecology; Social capital","score_opus":0.01958397086431233,"score_gpt":0.2602654510369302,"score_spread":0.2406814801726179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385359977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19763118,0.004988018,0.000014800132,0.00017399591,0.00033873928,0.0013226585,0.00061105774,0.000050343984,0.7948692],"genre_scores_gemma":[0.19149674,0.001966262,0.000041789815,0.000045544162,0.0001272397,0.0000034223856,0.00002672833,0.000039028484,0.80625325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982995,0.00024331213,0.0005387209,0.00039736665,0.00027845785,0.00024267589],"domain_scores_gemma":[0.9982565,0.00029481668,0.0008495282,0.00024608042,0.0003193955,0.000033703694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062544184,0.00013148281,0.0007234048,0.00003142694,0.00055480044,0.000013894318,0.00019684313,0.00028802516,0.00029090248],"category_scores_gemma":[0.00006302891,0.00023178385,0.00015353292,0.000010443457,0.0004490894,0.00010236852,0.00067643047,0.00039282674,1.9761039e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009611848,0.00049456436,0.04569359,0.014396125,0.003896451,0.00025952188,0.20169915,0.0000026065352,0.0010167595,0.022765249,0.551596,0.15721878],"study_design_scores_gemma":[0.021362504,0.00060197536,0.16712882,0.049636364,0.0036098731,0.000038679565,0.267037,0.000037159913,0.00022238493,0.0024476326,0.4843667,0.0035109208],"about_ca_topic_score_codex":0.6220388,"about_ca_topic_score_gemma":0.50852937,"teacher_disagreement_score":0.15370786,"about_ca_system_score_codex":0.00016434435,"about_ca_system_score_gemma":0.00008085784,"threshold_uncertainty_score":0.9451871},"labels":[],"label_agreement":null},{"id":"W4385361984","doi":"10.1515/9781553393290-014","title":"Unemployment Compensation and Adjustment Assistance for Displaced Workers: Policy Options for Canada","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Displaced workers; Unemployment; Compensation (psychology); Labour economics; Economics; Demographic economics; Psychology; Economic growth; Social psychology","score_opus":0.038225074801696214,"score_gpt":0.2975905288429751,"score_spread":0.25936545404127886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385361984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000733678,0.000029528997,0.0006517949,0.0057201013,0.00089060044,0.008770398,0.0057329102,0.00019392418,0.9779374],"genre_scores_gemma":[0.0009231725,0.00027821914,0.0006399045,0.0005123691,0.0003155647,0.00020223849,0.00034577592,0.00008131677,0.9967014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795765,0.00008972566,0.00046075293,0.000593653,0.00029064572,0.0006075952],"domain_scores_gemma":[0.99766713,0.00071574375,0.000545418,0.0003870319,0.00044990974,0.00023477837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00014442873,0.0004843251,0.000613795,0.00016983875,0.0020291337,0.000012247665,0.00023098341,0.00037059255,0.000050515344],"category_scores_gemma":[0.00003845576,0.00050170696,0.00015866451,0.000014002201,0.00012487885,0.000090649,0.00032820742,0.00035967352,0.0000033812598],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025693496,0.000013528454,0.00006108604,0.00052201765,0.00039031636,0.000002879348,0.00018108933,0.000009139164,0.0000019262252,0.8911398,0.10629053,0.0011307743],"study_design_scores_gemma":[0.002034891,0.00010957861,0.00048561592,0.00052993326,0.00036522298,1.4639171e-7,0.00041882944,0.000023511548,0.000006888535,0.0014037878,0.9941356,0.00048595617],"about_ca_topic_score_codex":0.21497874,"about_ca_topic_score_gemma":0.0123303905,"teacher_disagreement_score":0.889736,"about_ca_system_score_codex":0.0017550025,"about_ca_system_score_gemma":0.00047933316,"threshold_uncertainty_score":0.99974346},"labels":[],"label_agreement":null},{"id":"W4385364160","doi":"10.59962/9780774862042-012","title":"Halifax: Scaling Inequality","year":2020,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scaling; Inequality; Mathematics; Geometry; Mathematical analysis","score_opus":0.06811173990415068,"score_gpt":0.28789466706338124,"score_spread":0.21978292715923056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385364160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015947024,0.00039147233,0.00005261986,0.00012925136,0.00036778726,0.0008866783,0.0019525789,0.0002271581,0.99439776],"genre_scores_gemma":[0.010651427,0.00035942765,0.00012458533,0.00026191375,0.00023852428,0.0000015139111,0.00010542595,0.00005661861,0.98820055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809515,0.00014846191,0.00047337872,0.0005245443,0.0004043141,0.00035415858],"domain_scores_gemma":[0.99831766,0.0001965511,0.0005783207,0.00034600432,0.00037513525,0.00018632894],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023329839,0.00019028045,0.00080962357,0.00003463468,0.0008736075,0.00002606479,0.00042954244,0.000559371,0.0011189267],"category_scores_gemma":[0.00003617997,0.00044002436,0.0002698911,0.000008617487,0.00035014973,0.000058303154,0.0008660856,0.00089689414,0.000055279106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120989396,0.000038332404,0.0040780576,0.0025171589,0.00087277696,0.0006284106,0.004297582,7.443986e-7,0.000008067048,0.020959413,0.9330702,0.0334083],"study_design_scores_gemma":[0.0010178457,0.00006254182,0.0021004963,0.0020831537,0.00026719054,0.0000021704632,0.00056680356,0.000004707994,4.1761692e-7,0.004106289,0.98934627,0.00044212458],"about_ca_topic_score_codex":0.26483533,"about_ca_topic_score_gemma":0.24450248,"teacher_disagreement_score":0.05627609,"about_ca_system_score_codex":0.00012480955,"about_ca_system_score_gemma":0.00018508198,"threshold_uncertainty_score":0.99980515},"labels":[],"label_agreement":null},{"id":"W4385387288","doi":"10.1016/j.jaging.2023.101160","title":"Exclusion within exclusion: The experiences of internally displaced older adults in Lugbe camp, Abuja","year":2023,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Internally displaced person; Social exclusion; Loneliness; Displaced person; Poverty; Feeling; Psychology; Mental health; Refugee; Social isolation; Sociology; Gerontology; Medicine; Political science; Social psychology; Psychiatry","score_opus":0.04989747178897973,"score_gpt":0.4217373262617357,"score_spread":0.37183985447275597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385387288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784751,0.005026994,0.000010314099,0.0130942585,0.0026124027,0.00027358523,0.0000013754683,0.000026004698,0.00047998602],"genre_scores_gemma":[0.99447954,0.0013721054,0.000054420776,0.00030070735,0.0004873368,0.000041001313,4.6415312e-7,0.000015191742,0.0032492515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974245,0.00039742974,0.0011433638,0.00015261545,0.00053961657,0.00034251032],"domain_scores_gemma":[0.9973489,0.0010883906,0.0009449028,0.00015925067,0.0004147628,0.000043807653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022260186,0.00017699918,0.0005491373,0.00025659148,0.00088958064,0.000007237588,0.00033543457,0.00005547911,0.000037701153],"category_scores_gemma":[0.0006949534,0.00009366582,0.00012413708,0.00036905773,0.00018979202,0.00017283954,0.00070082553,0.0006002402,0.000011903321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014462673,0.000040424715,0.13398969,0.00025018645,0.00016681282,0.000051505678,0.83713794,0.000024772544,0.0000988211,0.000074435244,0.027071783,0.0009489919],"study_design_scores_gemma":[0.0014663306,0.00019263569,0.17764954,0.006405026,0.0000406185,0.0000062118374,0.8119762,0.000034235814,0.00013983727,0.00040308345,0.0015555333,0.00013077783],"about_ca_topic_score_codex":0.00008868193,"about_ca_topic_score_gemma":0.00037797095,"teacher_disagreement_score":0.043659844,"about_ca_system_score_codex":0.00010200262,"about_ca_system_score_gemma":0.000078371566,"threshold_uncertainty_score":0.6842025},"labels":[],"label_agreement":null},{"id":"W4385554105","doi":"10.1037/cbs0000386","title":"Newcomers’ profiles of workplace affective commitment.","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ministère de la Défense Nationale; Concordia University","keywords":"Psychology; Social psychology; Organizational commitment; Business; Applied psychology; Public relations; Political science","score_opus":0.18773078219041306,"score_gpt":0.3668981458810488,"score_spread":0.17916736369063574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385554105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894013,0.00021141535,0.00001564002,0.003238789,0.0026261946,0.0006253428,0.000052098425,0.000021330676,0.0038079042],"genre_scores_gemma":[0.998642,0.000046669655,0.00027127354,0.00014317899,0.0001585174,0.000028666842,0.0000050433114,0.000013224552,0.0006913896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962855,0.00020351056,0.0010261654,0.00036921992,0.0004692029,0.0016463781],"domain_scores_gemma":[0.9960933,0.00023017378,0.0009030099,0.00024714074,0.0009910848,0.0015353133],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005632731,0.00023905972,0.0005150056,0.0015070281,0.004431305,0.000058449426,0.0012539233,0.00007083424,0.00040810593],"category_scores_gemma":[0.00034422247,0.00019512213,0.00015380312,0.0034953158,0.004826873,0.0006359995,0.000143249,0.00037250135,0.00002375742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073461524,0.000019782708,0.9771676,0.000040593113,0.000023452141,0.00012948738,0.013005499,0.0000878487,0.0002975132,0.0035297063,0.0044492465,0.0012419402],"study_design_scores_gemma":[0.0006002684,0.0007791229,0.9620299,0.0005799009,0.00006306108,0.00004322493,0.03036911,0.00013180143,0.0001470491,0.0014661842,0.003521871,0.0002685107],"about_ca_topic_score_codex":0.14837903,"about_ca_topic_score_gemma":0.6308196,"teacher_disagreement_score":0.4824406,"about_ca_system_score_codex":0.0021069662,"about_ca_system_score_gemma":0.004299174,"threshold_uncertainty_score":0.9978814},"labels":[],"label_agreement":null},{"id":"W4385581948","doi":"10.1057/s41599-023-01961-y","title":"The impact of non-communicable chronic diseases on the earned income of working age Chinese residents","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Propensity score matching; China; Wage; Demographic economics; Confounding; Matching (statistics); Panel data; Economics; Medicine; Demography; Socioeconomics; Labour economics; Geography; Internal medicine; Sociology","score_opus":0.271207076158283,"score_gpt":0.4811014225052687,"score_spread":0.20989434634698573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385581948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455288,0.0012410716,3.6137735e-7,0.005903124,0.000070492824,0.0003398223,0.000024053239,0.00003280253,0.046859458],"genre_scores_gemma":[0.9942252,0.0041525066,0.0000038340827,0.00007409081,0.000060622122,0.00008671333,0.000008907937,0.0000058967125,0.0013821988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986054,0.00056650257,0.00029529244,0.00007587137,0.00020701777,0.00024991663],"domain_scores_gemma":[0.9957491,0.003379315,0.00023872707,0.0005502311,0.0000700041,0.000012631992],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009771013,0.00008418156,0.00019135405,0.00006234682,0.012580262,0.000038219292,0.0011980399,0.000032281314,0.00003761798],"category_scores_gemma":[0.00014049708,0.000042089476,0.000091370974,0.00043835037,0.0022993558,0.00007085831,0.001124531,0.00023409438,0.000008041795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025512496,0.000079347694,0.70638925,0.00007019632,0.0001342505,2.4608588e-7,0.07564997,0.00002009107,0.00005442095,0.20760754,0.008998345,0.00097083097],"study_design_scores_gemma":[0.00013756094,0.00009253817,0.96028125,0.00014484308,0.000011733634,2.0455811e-8,0.025893066,0.00013555569,4.2925933e-7,0.01138264,0.0018656484,0.000054732416],"about_ca_topic_score_codex":0.0034073242,"about_ca_topic_score_gemma":0.0058336505,"teacher_disagreement_score":0.25389197,"about_ca_system_score_codex":0.00005755504,"about_ca_system_score_gemma":0.00013112623,"threshold_uncertainty_score":0.9887052},"labels":[],"label_agreement":null},{"id":"W4385600009","doi":"10.59962/9780774834605-014","title":"Attitudes toward Work, Motherhood, and Parental Leave in Canada, the United States, and the United Kingdom","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Parental leave; Work (physics); Political science; Psychology; Engineering; Biology","score_opus":0.05688649013082978,"score_gpt":0.26833351075740575,"score_spread":0.21144702062657597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385600009","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47451353,0.0023302753,0.0000053271283,0.0015574475,0.0005072701,0.00375982,0.0020519297,0.0000806288,0.51519376],"genre_scores_gemma":[0.41226485,0.003183771,0.0000074630275,0.00034400573,0.000050026294,0.000004579422,0.00010654426,0.000036446454,0.5840023],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858123,0.00022895324,0.0002726212,0.00031673984,0.00027227795,0.00032820055],"domain_scores_gemma":[0.9984631,0.00051149674,0.00042612577,0.00034250662,0.00017111168,0.000085676256],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002925673,0.00017895093,0.0005181834,0.000061124,0.0013191558,0.00006556622,0.00044001034,0.0002022976,0.00008827745],"category_scores_gemma":[0.000025806865,0.00022216434,0.00005743721,0.0000123408645,0.0011803962,0.000039937964,0.0007705979,0.0007704744,7.0010907e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010854746,0.000050494342,0.57663417,0.0014786538,0.0020372495,0.00082413974,0.02723027,0.000016212673,3.5553026e-7,0.015789231,0.35236982,0.022483952],"study_design_scores_gemma":[0.004576032,0.000040564235,0.22561255,0.0032410347,0.0002791289,0.0000072468983,0.0044056852,0.000034661058,5.5392714e-8,0.0014959828,0.7598783,0.000428765],"about_ca_topic_score_codex":0.9989118,"about_ca_topic_score_gemma":0.9992229,"teacher_disagreement_score":0.40750846,"about_ca_system_score_codex":0.00020626256,"about_ca_system_score_gemma":0.00032480687,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W4385603104","doi":"10.3390/ejihpe13080105","title":"Exploring the Impact of Labour Mobility on the Mental Health and Wellbeing of Skilled Trades Workers in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"European Journal of Investigation in Health Psychology and Education","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Laurentian University; University of Toronto","funders":"University of Toronto","keywords":"Burnout; Mental health; Work (physics); Demographic economics; Economic shortage; Position (finance); Psychology; Business; Medicine; Economics; Engineering; Psychiatry; Government (linguistics)","score_opus":0.16697006943339837,"score_gpt":0.4266128320146125,"score_spread":0.2596427625812141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385603104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91130805,0.0003123939,6.140253e-7,0.08720238,0.0006601551,0.00032059598,0.0000026550883,0.0000024757044,0.0001906864],"genre_scores_gemma":[0.9958505,0.0011367151,0.000025897585,0.0028123881,0.000056794983,0.000011517197,0.000004097851,0.0000067954816,0.0000952764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964406,0.0022438092,0.0009126565,0.00009931854,0.000112596426,0.00019100563],"domain_scores_gemma":[0.99849176,0.0004884437,0.0007594419,0.00010052388,0.000061328086,0.000098491844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004558955,0.00007789703,0.00021323207,0.00016338694,0.0003178854,0.0000023097477,0.00008164756,0.000014976471,0.000016384187],"category_scores_gemma":[0.000251364,0.000046892554,0.000021280439,0.00029488452,0.000120149736,0.00007683408,0.000018265548,0.00049504853,4.450219e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086679924,0.000037282134,0.9275153,0.00010570254,0.000013005717,3.3923527e-7,0.058433916,0.00004289496,0.000012952563,0.00022995846,0.01161765,0.0019042674],"study_design_scores_gemma":[0.0003972479,0.00028910686,0.9775083,0.0007904114,0.0000010630239,0.0000019002947,0.019671977,0.0000033610559,0.0000018372623,0.0004803433,0.00082544563,0.0000289961],"about_ca_topic_score_codex":0.42227003,"about_ca_topic_score_gemma":0.340892,"teacher_disagreement_score":0.084542476,"about_ca_system_score_codex":0.0002826826,"about_ca_system_score_gemma":0.0022751137,"threshold_uncertainty_score":0.671135},"labels":[],"label_agreement":null},{"id":"W4385623417","doi":"10.1080/14427591.2023.2234382","title":"(Re)making ‘third places’ in precarious times: Conceptual, empirical, and practical opportunities for occupational science","year":2023,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Occupational science; Scholarship; Placemaking; Precarity; Sociology; Context (archaeology); Multidisciplinary approach; Discipline; Public relations; Social science; Occupational therapy; Political science; Gender studies; Psychology; Geography; Architecture","score_opus":0.4899051864003943,"score_gpt":0.5764520735435517,"score_spread":0.08654688714315734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385623417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97972864,0.00010043429,0.00057986355,0.015334924,0.00086603,0.00045762592,0.00003688202,0.00003206977,0.0028635112],"genre_scores_gemma":[0.99528,0.00007310491,0.002526891,0.0012762363,0.00026530068,0.00004047552,0.0000040644345,0.0000073764477,0.00052655087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695826,0.0001171909,0.00075082935,0.000275033,0.0013623077,0.0005363969],"domain_scores_gemma":[0.99538267,0.0024337743,0.00057500927,0.00010401502,0.0013251357,0.00017939141],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0056421594,0.00012621368,0.00025166845,0.00075277133,0.0017680718,0.00006869205,0.0002884107,0.000066049164,0.00007917759],"category_scores_gemma":[0.0051197265,0.00009874333,0.00004671598,0.0013166276,0.0018928858,0.0014217297,0.00025191694,0.00034409005,0.000011866203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075457693,0.00011559938,0.8806741,0.00006776892,0.000021356522,0.000041555697,0.019771846,0.00020153099,0.00047814567,0.021166738,0.07578261,0.00092415616],"study_design_scores_gemma":[0.0010531093,0.00032213752,0.95263296,0.00028558026,0.000018202012,0.0000161892,0.02102908,0.002132002,0.00003408994,0.0027458712,0.01954216,0.00018860758],"about_ca_topic_score_codex":0.000014813841,"about_ca_topic_score_gemma":0.000074518095,"teacher_disagreement_score":0.071958855,"about_ca_system_score_codex":0.00030574013,"about_ca_system_score_gemma":0.005561598,"threshold_uncertainty_score":0.9995315},"labels":[],"label_agreement":null},{"id":"W4385627516","doi":"10.59876/a-m04y-cnkb","title":"Le retour du bien-être au travail à son point de consigne : un test international en France et au Japon","year":2023,"lang":"en","type":"article","venue":"Management international","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Test (biology); Humanities; Welfare economics; Empirical research; Political science; Sociology; Economics; Art; Geography; Philosophy; Epistemology","score_opus":0.025818147624923977,"score_gpt":0.3470341401713918,"score_spread":0.3212159925464678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385627516","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21410257,0.00002721926,0.0016533753,0.1998367,0.004379796,0.0007614352,0.00016792213,0.0004901864,0.5785808],"genre_scores_gemma":[0.94382876,0.0003496524,0.00035966432,0.004600579,0.00094238395,0.00030045075,0.0003235514,0.0000377717,0.049257196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797946,0.000167205,0.0004650063,0.00036913462,0.00053366745,0.00048552782],"domain_scores_gemma":[0.998859,0.00050182216,0.00018629852,0.00019924548,0.00016061381,0.00009301079],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011703934,0.00019819336,0.00018095759,0.00032294568,0.0005472425,0.000033258893,0.0005212003,0.00008965276,0.0014052461],"category_scores_gemma":[0.0003377131,0.00019763918,0.00009449723,0.00021969601,0.00006475147,0.00021324142,0.00063199364,0.00029969428,0.0010270707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053819218,0.00019877484,0.6854628,0.00008022533,0.00040445873,0.00008795567,0.007236652,0.00006420423,0.000116173396,0.1274384,0.17332706,0.0055295313],"study_design_scores_gemma":[0.0011736773,0.00003802902,0.63655436,0.00017705916,0.000022669592,0.0000020157606,0.0056422777,0.0007164467,0.00003578691,0.0029596547,0.3524894,0.00018862175],"about_ca_topic_score_codex":0.0008585781,"about_ca_topic_score_gemma":0.00062953494,"teacher_disagreement_score":0.7297262,"about_ca_system_score_codex":0.00045996072,"about_ca_system_score_gemma":0.00017426454,"threshold_uncertainty_score":0.99975073},"labels":[],"label_agreement":null},{"id":"W4385657118","doi":"10.1017/9781788211062.009","title":"A Global Precariat","year":2018,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Political science; Economic geography; Economics","score_opus":0.05610605698585397,"score_gpt":0.44357281438459756,"score_spread":0.3874667573987436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385657118","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000049741852,0.00035729585,0.000079200865,0.0009599748,0.0025721374,0.0005303225,0.000050833965,0.0006448408,0.99480045],"genre_scores_gemma":[0.000025517229,0.000114826384,0.00021058475,0.00084047957,0.0027814354,0.000081252525,0.000020104655,0.00016036183,0.99576545],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991272,0.00009000544,0.00015743458,0.00020016269,0.000121224584,0.00030397452],"domain_scores_gemma":[0.9995384,0.000028623761,0.000111698944,0.00023935473,0.000033383094,0.00004852942],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007997024,0.0001593112,0.00023859182,0.000036276084,0.00018603815,0.0000021383757,0.000121638375,0.00035943947,0.1317664],"category_scores_gemma":[0.000026360887,0.000110950394,0.00004734157,0.000077687946,0.000045791105,0.0000080525915,0.00018619676,0.000090077585,0.021000369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032680532,0.0000070582837,0.049093556,0.000073479896,0.000078413235,6.018121e-7,0.00008017024,4.3590528e-10,2.0409558e-8,0.0063469564,0.94398034,0.000336142],"study_design_scores_gemma":[0.00020903979,0.000021992328,0.0028114666,0.000240527,0.000027392402,6.215719e-8,0.00010831972,1.2600802e-7,2.4904272e-8,0.000638221,0.99582124,0.000121594436],"about_ca_topic_score_codex":0.0026712187,"about_ca_topic_score_gemma":0.013913472,"teacher_disagreement_score":0.11076602,"about_ca_system_score_codex":0.000064589614,"about_ca_system_score_gemma":0.00007482744,"threshold_uncertainty_score":0.9797619},"labels":[],"label_agreement":null},{"id":"W4385725229","doi":"10.1037/cap0000371","title":"Decomposing wage differentials at the intersection of gender and parenthood among psychologists in nonacademic employment.","year":2023,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intersection (aeronautics); Wage; Labour economics; Demographic economics; Psychology; Economics; Engineering; Transport engineering","score_opus":0.12792582062339228,"score_gpt":0.43843232113968617,"score_spread":0.3105065005162939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385725229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97379196,0.0005968038,0.000016717086,0.0076152557,0.0036713677,0.0011200029,0.00016528576,0.00013165866,0.012890977],"genre_scores_gemma":[0.99363333,0.00056557613,0.00001600263,0.0036213442,0.00016276895,0.00034647196,0.0000956288,0.000058351947,0.0015005523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952463,0.0007604738,0.0010066705,0.0009275527,0.00015121792,0.0019077954],"domain_scores_gemma":[0.99769515,0.00049356016,0.00036066136,0.0007806525,0.000096171214,0.0005738077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016267344,0.0003977675,0.00059038325,0.0008134817,0.00088818173,0.000011273597,0.0005620303,0.0006063595,0.0005626681],"category_scores_gemma":[0.00028648158,0.00032089683,0.00011099088,0.0010424246,0.0007467659,0.00010917047,0.00019977387,0.0010495792,0.0001419444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089282,0.000028077302,0.91040236,0.000035126417,0.00010097646,0.000089655434,0.004869668,0.00000386261,0.0008181758,0.0005867857,0.07718621,0.00578984],"study_design_scores_gemma":[0.0014119988,0.00011770206,0.9802292,0.00012828513,0.00003379689,0.00001546756,0.003889096,0.000010252104,0.0000130846165,0.002065168,0.011785529,0.00030043267],"about_ca_topic_score_codex":0.10509152,"about_ca_topic_score_gemma":0.88731295,"teacher_disagreement_score":0.78222144,"about_ca_system_score_codex":0.00094534655,"about_ca_system_score_gemma":0.00015340303,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W4385726537","doi":"10.32920/23929158","title":"Getting Left Behind: Who gained and who didn’t in an improving labour market","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Poverty; Left behind; Political science; Economic growth; Sociology; Economics; Gender studies; Psychology","score_opus":0.06291610227778176,"score_gpt":0.403332860732383,"score_spread":0.34041675845460123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385726537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95766336,0.0004098052,0.00010632066,0.0134943575,0.0013378514,0.0018206307,0.000106405605,0.0006301435,0.024431143],"genre_scores_gemma":[0.6667292,0.0009571132,0.0008681123,0.0027773173,0.0015153489,0.0004949834,0.00014370264,0.00023203768,0.32628214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99643564,0.000674431,0.0008653752,0.000856252,0.0002784909,0.0008898133],"domain_scores_gemma":[0.9981128,0.0006866829,0.00034287316,0.00054339296,0.00014665302,0.0001676255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002045929,0.00042954128,0.0007774878,0.0003105017,0.0008330297,0.00005848752,0.00030728872,0.00058504235,0.0006855742],"category_scores_gemma":[0.00045208217,0.00037694018,0.00007332078,0.00006150921,0.0000609365,0.00016526668,0.0031676854,0.0018800545,0.000041326293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004597763,0.000029453107,0.95638245,0.0020862785,0.00005888644,0.000022548591,0.017830985,0.000004768858,0.000053483822,0.00064212375,0.0194235,0.0034195376],"study_design_scores_gemma":[0.0007860167,0.00005498522,0.97900563,0.0016825116,0.000034451867,3.232423e-7,0.008223507,0.0012883367,0.000006010512,0.0046351175,0.0037257832,0.00055733265],"about_ca_topic_score_codex":0.008894817,"about_ca_topic_score_gemma":0.04142076,"teacher_disagreement_score":0.301851,"about_ca_system_score_codex":0.00017229666,"about_ca_system_score_gemma":0.00021897348,"threshold_uncertainty_score":0.9998683},"labels":[],"label_agreement":null},{"id":"W4385726539","doi":"10.32920/23927580","title":"Assessing Employment Risk: New Dimensions in the Measurement of Unemployment","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Unemployment; Restructuring; Globe; Economic security; Retrenchment; Population; Vulnerability (computing); Social security; Political science; Development economics; Economic restructuring; Job security; Risk society; Economics; Sociology; Work (physics); Economic growth; Psychology; Market economy; Social science","score_opus":0.29712212937456517,"score_gpt":0.4663719551748316,"score_spread":0.16924982580026643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385726539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89352196,0.0023762921,0.0016372217,0.048490677,0.0073320842,0.009468014,0.000105603816,0.00077462854,0.03629352],"genre_scores_gemma":[0.9873703,0.0019933374,0.0008722384,0.001149702,0.00066994515,0.0012505818,0.00006846752,0.0001340878,0.0064913253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933288,0.0015334632,0.0017964995,0.00074819743,0.0017195053,0.0008735248],"domain_scores_gemma":[0.99618685,0.0011154428,0.0010004895,0.0012343316,0.0003308447,0.00013205143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005658736,0.00053108827,0.0009274399,0.0003548065,0.00081126526,0.000041198447,0.0007558904,0.00041882385,0.00020821432],"category_scores_gemma":[0.00050514436,0.0003354006,0.00030239232,0.00044084954,0.00008851944,0.000087774286,0.0022054017,0.0022187368,0.0001719234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006950332,0.00049105636,0.6705757,0.00079870404,0.0006631629,0.000021001071,0.030502353,0.0015833435,0.00007642136,0.0045192465,0.28731206,0.0033874656],"study_design_scores_gemma":[0.002696664,0.00022279436,0.85913193,0.0071560554,0.0007148313,4.0391006e-7,0.04155447,0.00023852201,0.00016138985,0.042660955,0.04433743,0.001124544],"about_ca_topic_score_codex":0.025590595,"about_ca_topic_score_gemma":0.016692713,"teacher_disagreement_score":0.24297462,"about_ca_system_score_codex":0.00061110157,"about_ca_system_score_gemma":0.0011505177,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W4385726626","doi":"10.32920/23929158.v1","title":"Getting Left Behind: Who gained and who didn’t in an improving labour market","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Poverty; Left behind; Political science; Economic growth; Sociology; Economics; Gender studies; Psychology","score_opus":0.06291610227778176,"score_gpt":0.403332860732383,"score_spread":0.34041675845460123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385726626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95766336,0.0004098052,0.00010632066,0.0134943575,0.0013378514,0.0018206307,0.000106405605,0.0006301435,0.024431143],"genre_scores_gemma":[0.6667292,0.0009571132,0.0008681123,0.0027773173,0.0015153489,0.0004949834,0.00014370264,0.00023203768,0.32628214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99643564,0.000674431,0.0008653752,0.000856252,0.0002784909,0.0008898133],"domain_scores_gemma":[0.9981128,0.0006866829,0.00034287316,0.00054339296,0.00014665302,0.0001676255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002045929,0.00042954128,0.0007774878,0.0003105017,0.0008330297,0.00005848752,0.00030728872,0.00058504235,0.0006855742],"category_scores_gemma":[0.00045208217,0.00037694018,0.00007332078,0.00006150921,0.0000609365,0.00016526668,0.0031676854,0.0018800545,0.000041326293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004597763,0.000029453107,0.95638245,0.0020862785,0.00005888644,0.000022548591,0.017830985,0.000004768858,0.000053483822,0.00064212375,0.0194235,0.0034195376],"study_design_scores_gemma":[0.0007860167,0.00005498522,0.97900563,0.0016825116,0.000034451867,3.232423e-7,0.008223507,0.0012883367,0.000006010512,0.0046351175,0.0037257832,0.00055733265],"about_ca_topic_score_codex":0.008894817,"about_ca_topic_score_gemma":0.04142076,"teacher_disagreement_score":0.301851,"about_ca_system_score_codex":0.00017229666,"about_ca_system_score_gemma":0.00021897348,"threshold_uncertainty_score":0.9998683},"labels":[],"label_agreement":null},{"id":"W4385727162","doi":"10.32920/23928321","title":"The Excluded, the Vulnerable and the Reintegrated in a Neoliberal Era: Qualitative Dimensions of the Unemployment Experience","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Unemployment; Restructuring; Vulnerability (computing); Job loss; Qualitative research; Sample (material); Labour economics; Demographic economics; Economics; Sociology; Political science; Economic growth; Social science","score_opus":0.12390615231240684,"score_gpt":0.4625949877757328,"score_spread":0.33868883546332595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73930573,0.002610577,0.000058175945,0.24047129,0.0028173015,0.0060929614,0.00006126964,0.00014615728,0.008436556],"genre_scores_gemma":[0.9061574,0.0035169865,0.00005012426,0.002481287,0.00014154906,0.0043984707,0.000010436784,0.000053221505,0.08319052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9901085,0.007108249,0.0011197879,0.00048533417,0.00053832855,0.0006398262],"domain_scores_gemma":[0.9845486,0.013356738,0.00056788605,0.0011773339,0.00029869785,0.000050705934],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005924664,0.00038579552,0.0006137452,0.00005682218,0.0046647554,0.000041902465,0.0009656534,0.00022529968,0.00006077793],"category_scores_gemma":[0.0017043725,0.00010967634,0.00019736915,0.00048687228,0.0016389898,0.00004553304,0.003588789,0.0033746543,0.000020228854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003641575,0.000054250093,0.007889029,0.00011880652,0.0003069826,0.0000019974248,0.8185836,0.00017027072,0.000029400335,0.11812588,0.054043476,0.00031216908],"study_design_scores_gemma":[0.0027123375,0.00006500188,0.0250624,0.0016033017,0.00012520506,9.3687305e-7,0.7654934,0.00092227984,0.00009148065,0.18699428,0.016504489,0.0004249047],"about_ca_topic_score_codex":0.02929895,"about_ca_topic_score_gemma":0.023257684,"teacher_disagreement_score":0.23799,"about_ca_system_score_codex":0.00013286939,"about_ca_system_score_gemma":0.00033797455,"threshold_uncertainty_score":0.9989246},"labels":[],"label_agreement":null},{"id":"W4385727185","doi":"10.4337/9781803925820.00009","title":"The crisis in the nursing home labour force: where is the political will?","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Carleton University","funders":"","keywords":"Staffing; Politics; Nursing; Work (physics); Health care; Political science; Medicine; Economic growth; Economics; Engineering; Law","score_opus":0.054413188548807806,"score_gpt":0.3591545231984053,"score_spread":0.3047413346495975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002176106,0.00085225556,0.0000072734324,0.31943768,0.0029814956,0.0012053172,0.00011593693,0.00024863103,0.6749338],"genre_scores_gemma":[0.017050708,0.0002893417,0.000011826442,0.021468883,0.0040903683,0.0003616334,0.000035930876,0.00023932765,0.95645195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99474305,0.0006439391,0.0010190407,0.0006435687,0.0012585303,0.0016918484],"domain_scores_gemma":[0.9936164,0.0041023297,0.00043258426,0.0013139213,0.0003716753,0.00016311544],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034892368,0.0005961959,0.00062366057,0.00020555462,0.0044919164,0.001039856,0.001971279,0.0008706002,0.00018457473],"category_scores_gemma":[0.0006604749,0.00028414317,0.000370376,0.0001093051,0.0004836229,0.000412736,0.0006603928,0.004694556,0.00031428592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015461364,0.0000044996214,0.0004144576,0.00007059696,0.000084299645,0.000010514538,0.010694793,6.154036e-8,1.5203078e-7,0.54667675,0.4397746,0.0022538118],"study_design_scores_gemma":[0.00025457,0.000029573683,0.0012820062,0.0009369642,0.000072360526,0.0000024186938,0.018314635,0.0000019409304,3.1254044e-7,0.35018173,0.62865424,0.0002692696],"about_ca_topic_score_codex":0.0015841331,"about_ca_topic_score_gemma":0.0036997362,"teacher_disagreement_score":0.2979688,"about_ca_system_score_codex":0.0004619642,"about_ca_system_score_gemma":0.0004755122,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W4385727223","doi":"10.32920/23927580.v1","title":"Assessing Employment Risk: New Dimensions in the Measurement of Unemployment","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Unemployment; Restructuring; Globe; Economic security; Retrenchment; Population; Vulnerability (computing); Risk society; Social security; Political science; Economic restructuring; Development economics; Economics; Sociology; Economic growth; Psychology; Market economy; Social science","score_opus":0.29712212937456517,"score_gpt":0.4663719551748316,"score_spread":0.16924982580026643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89352196,0.0023762921,0.0016372217,0.048490677,0.0073320842,0.009468014,0.000105603816,0.00077462854,0.03629352],"genre_scores_gemma":[0.9873703,0.0019933374,0.0008722384,0.001149702,0.00066994515,0.0012505818,0.00006846752,0.0001340878,0.0064913253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933288,0.0015334632,0.0017964995,0.00074819743,0.0017195053,0.0008735248],"domain_scores_gemma":[0.99618685,0.0011154428,0.0010004895,0.0012343316,0.0003308447,0.00013205143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005658736,0.00053108827,0.0009274399,0.0003548065,0.00081126526,0.000041198447,0.0007558904,0.00041882385,0.00020821432],"category_scores_gemma":[0.00050514436,0.0003354006,0.00030239232,0.00044084954,0.00008851944,0.000087774286,0.0022054017,0.0022187368,0.0001719234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006950332,0.00049105636,0.6705757,0.00079870404,0.0006631629,0.000021001071,0.030502353,0.0015833435,0.00007642136,0.0045192465,0.28731206,0.0033874656],"study_design_scores_gemma":[0.002696664,0.00022279436,0.85913193,0.0071560554,0.0007148313,4.0391006e-7,0.04155447,0.00023852201,0.00016138985,0.042660955,0.04433743,0.001124544],"about_ca_topic_score_codex":0.025590595,"about_ca_topic_score_gemma":0.016692713,"teacher_disagreement_score":0.24297462,"about_ca_system_score_codex":0.00061110157,"about_ca_system_score_gemma":0.0011505177,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W4385727274","doi":"10.32920/23928321.v1","title":"The Excluded, the Vulnerable and the Reintegrated in a Neoliberal Era: Qualitative Dimensions of the Unemployment Experience","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Unemployment; Restructuring; Vulnerability (computing); Job loss; Qualitative research; Sample (material); Labour economics; Demographic economics; Economics; Sociology; Economic growth; Social science","score_opus":0.12390615231240684,"score_gpt":0.4625949877757328,"score_spread":0.33868883546332595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73930573,0.002610577,0.000058175945,0.24047129,0.0028173015,0.0060929614,0.00006126964,0.00014615728,0.008436556],"genre_scores_gemma":[0.9061574,0.0035169865,0.00005012426,0.002481287,0.00014154906,0.0043984707,0.000010436784,0.000053221505,0.08319052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9901085,0.007108249,0.0011197879,0.00048533417,0.00053832855,0.0006398262],"domain_scores_gemma":[0.9845486,0.013356738,0.00056788605,0.0011773339,0.00029869785,0.000050705934],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005924664,0.00038579552,0.0006137452,0.00005682218,0.0046647554,0.000041902465,0.0009656534,0.00022529968,0.00006077793],"category_scores_gemma":[0.0017043725,0.00010967634,0.00019736915,0.00048687228,0.0016389898,0.00004553304,0.003588789,0.0033746543,0.000020228854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003641575,0.000054250093,0.007889029,0.00011880652,0.0003069826,0.0000019974248,0.8185836,0.00017027072,0.000029400335,0.11812588,0.054043476,0.00031216908],"study_design_scores_gemma":[0.0027123375,0.00006500188,0.0250624,0.0016033017,0.00012520506,9.3687305e-7,0.7654934,0.00092227984,0.00009148065,0.18699428,0.016504489,0.0004249047],"about_ca_topic_score_codex":0.02929895,"about_ca_topic_score_gemma":0.023257684,"teacher_disagreement_score":0.23799,"about_ca_system_score_codex":0.00013286939,"about_ca_system_score_gemma":0.00033797455,"threshold_uncertainty_score":0.9989246},"labels":[],"label_agreement":null},{"id":"W4385727472","doi":"10.32920/23929116.v1","title":"Resilience and the Immigrant Settlement Sector: A Consideration of the Place of Accountability and Performance Management","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Accountability; Prosperity; Resilience (materials science); Settlement (finance); Immigration; Psychological resilience; Political science; Business; Public relations; Public administration; Psychology; Finance; Social psychology; Law","score_opus":0.05893417232107514,"score_gpt":0.3715228392803947,"score_spread":0.3125886669593196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98405683,0.00038140855,0.000033741828,0.009221187,0.00042464084,0.0026842875,0.00007682294,0.00002581274,0.0030952587],"genre_scores_gemma":[0.9948954,0.002129952,0.00006923187,0.00023817521,0.000027376693,0.0003028328,0.0000054222774,0.000008544024,0.0023230952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829996,0.00038349605,0.0005796447,0.00027267323,0.00029085588,0.00017337847],"domain_scores_gemma":[0.9983062,0.00070384017,0.00037481764,0.00047449087,0.0001232687,0.000017388973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018079588,0.00015049979,0.00033897875,0.00003660453,0.0005272766,0.0000072189764,0.00016237026,0.000087024266,0.000049762566],"category_scores_gemma":[0.00006828883,0.00007244618,0.000048973165,0.0000741751,0.00047089843,0.000032227388,0.0018916322,0.00034757145,0.0000018805779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036931343,0.000033266853,0.9476229,0.0063082236,0.00022799794,1.7468919e-7,0.02696614,0.00008268331,0.00001797248,0.010189377,0.0075147524,0.0006672189],"study_design_scores_gemma":[0.0010854271,0.000031074935,0.9791047,0.00083036144,0.00011012711,1.7347837e-7,0.014668808,0.0005234562,0.000090029265,0.002922596,0.000530428,0.00010283012],"about_ca_topic_score_codex":0.0024331375,"about_ca_topic_score_gemma":0.0042164787,"teacher_disagreement_score":0.031481806,"about_ca_system_score_codex":0.00004447301,"about_ca_system_score_gemma":0.000067868954,"threshold_uncertainty_score":0.40554386},"labels":[],"label_agreement":null},{"id":"W4385733203","doi":"10.7202/1100437ar","title":"Stigmatisation et fonctionnement au travail : vers une meilleure compréhension des mécanismes explicatifs et modérateurs","year":2023,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.12055934384092326,"score_gpt":0.41196911478983766,"score_spread":0.2914097709489144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385733203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6257125,0.0050506224,0.0038665878,0.3127319,0.006134028,0.0020437103,0.00021605489,0.0010348875,0.043209717],"genre_scores_gemma":[0.9149827,0.045255147,0.0023457843,0.009117483,0.00083347305,0.00094885315,0.0004323,0.00018146075,0.025902824],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9946592,0.0019619223,0.0009502977,0.0008437557,0.00034794398,0.001236915],"domain_scores_gemma":[0.9971118,0.0011004986,0.0004460347,0.0007844211,0.00025142968,0.00030582552],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021705893,0.00051613303,0.0006439048,0.00028889836,0.001317579,0.00004338521,0.00036182022,0.0005577167,0.00026721111],"category_scores_gemma":[0.00048682393,0.00052186835,0.00022668956,0.0011119762,0.000432044,0.00031124748,0.00018818941,0.0009622053,0.0014849696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036129486,0.0009416583,0.055696204,0.002575324,0.00047927137,0.000120640805,0.13702397,0.0020904813,0.0018795392,0.08326899,0.5164605,0.19910215],"study_design_scores_gemma":[0.002098053,0.00049847044,0.6608116,0.0018690133,0.00020479996,0.000012557073,0.02892558,0.0004936542,0.000037034497,0.022197098,0.28222132,0.0006308548],"about_ca_topic_score_codex":0.024304708,"about_ca_topic_score_gemma":0.056383237,"teacher_disagreement_score":0.60511535,"about_ca_system_score_codex":0.0011491481,"about_ca_system_score_gemma":0.0006375112,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W4385746103","doi":"10.59962/9780774821742-011","title":"Chapter 8 The Rural-Urban Continuum as Place: What Can Be Learned from the Canadian Community Health Survey (CCHS)–Mental Health and Well-Being?","year":2011,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Community health; Urban community; Psychology; Sociology; Geography; Gerontology; Medicine; Psychiatry; Nursing; Socioeconomics; Public health","score_opus":0.05724937449029658,"score_gpt":0.2714282783583394,"score_spread":0.2141789038680428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385746103","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091283254,0.0068764845,0.0000010119269,0.01063993,0.0014073406,0.0055629853,0.009224838,0.00017293697,0.8748312],"genre_scores_gemma":[0.09695635,0.010209422,0.0000069229272,0.008607894,0.000119373835,0.00000470602,0.0009998304,0.00008639235,0.88300914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619704,0.0016379949,0.00052809814,0.00043272733,0.00041315155,0.00079095823],"domain_scores_gemma":[0.99671096,0.00074817135,0.00084276975,0.00080724276,0.0002935222,0.00059735426],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015283694,0.00032260793,0.00089724455,0.00005478338,0.009531715,0.00018177177,0.0008915275,0.000425071,0.0008432974],"category_scores_gemma":[0.000035865174,0.00043619555,0.00015752915,0.000015172089,0.0012714433,0.00013089903,0.00092966564,0.0021811486,0.000013661873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018785818,0.000033284643,0.04150293,0.00021264527,0.00068008626,0.000030018815,0.09057433,3.1310083e-8,1.6953418e-7,0.005445876,0.85019004,0.011142739],"study_design_scores_gemma":[0.0015582955,0.0003175478,0.062128983,0.0027488207,0.00008184905,0.000007063321,0.021491406,6.345734e-7,1.032626e-7,0.002618336,0.9085774,0.0004695664],"about_ca_topic_score_codex":0.99916553,"about_ca_topic_score_gemma":0.9999494,"teacher_disagreement_score":0.06908292,"about_ca_system_score_codex":0.00052517944,"about_ca_system_score_gemma":0.0012262699,"threshold_uncertainty_score":0.99980897},"labels":[],"label_agreement":null},{"id":"W4385746733","doi":"10.1108/s0275-495920230000040005","title":"An Examination of Exposure and Vulnerability to Stress From Chronic Illness and Its Impact on Mental Health and Long-Term Disability Among Non-Hispanic White, African American, and Latinx Populations","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vulnerability (computing); Mental health; Gerontology; African american; White (mutation); Psychiatry; Psychology; Medicine; History; Computer security","score_opus":0.048893820020543745,"score_gpt":0.40152709541134907,"score_spread":0.3526332753908053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385746733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238676,0.0004322695,0.000011026572,0.0009697384,0.00015521349,0.0023627132,0.0019294658,0.00010194459,0.0016508432],"genre_scores_gemma":[0.9934867,0.0006488634,0.000025085174,0.00007182697,0.00014475588,0.000098296354,0.00068207073,0.000064088235,0.004778295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972825,0.00035771722,0.00076605077,0.00086235465,0.00031876896,0.00041261324],"domain_scores_gemma":[0.99799114,0.0004871448,0.0005252689,0.00041500657,0.00012232285,0.00045908758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054824713,0.00048601738,0.00096252305,0.00015067581,0.0009901337,0.000025688933,0.00009220836,0.00021834561,0.00013109166],"category_scores_gemma":[0.00006717802,0.00038865197,0.00005253149,0.000099302415,0.00047589611,0.00020007623,0.00030317955,0.00047490784,0.0000020092887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006973609,0.00007275673,0.9724404,0.0006062126,0.00008389454,5.7395533e-7,0.0109322425,0.0000026354003,0.000009365137,0.000613905,0.00011831413,0.015049963],"study_design_scores_gemma":[0.0006113881,0.0016892044,0.99343854,0.00073016493,0.000054130447,2.602848e-7,0.0027752467,0.00008926873,0.0000014020915,0.00023420608,0.000016405014,0.0003597581],"about_ca_topic_score_codex":0.003611905,"about_ca_topic_score_gemma":0.052004434,"teacher_disagreement_score":0.04839253,"about_ca_system_score_codex":0.0003925353,"about_ca_system_score_gemma":0.00010041019,"threshold_uncertainty_score":0.99985653},"labels":[],"label_agreement":null},{"id":"W4385797739","doi":"10.1016/j.ssmph.2023.101491","title":"Transition between social protection systems for workers with long term health problems: A controlled retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"Australian Research Council; State Insurance Regulatory Authority","keywords":"Social security; Disability benefits; Workers' compensation; Unemployment; Business; Demographic economics; Payment; Disability pension; Medicine; Environmental health; Compensation (psychology); Psychology; Economics; Economic growth; Social psychology; Finance","score_opus":0.09815415339051636,"score_gpt":0.4309928968123157,"score_spread":0.3328387434217993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385797739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93274343,0.00014750914,0.0059988266,0.013377115,0.0006531136,0.046074588,0.0001235692,0.000824554,0.000057274665],"genre_scores_gemma":[0.98624545,0.000047802117,0.00002053862,0.00025929348,0.001020484,0.010813145,0.0008109798,0.00007091566,0.0007113701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951726,0.0014145498,0.0013064749,0.00058124686,0.00061672926,0.0009083598],"domain_scores_gemma":[0.99806035,0.00015549835,0.0010935742,0.0002022828,0.00032349656,0.00016481434],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004157532,0.0002990775,0.001254524,0.00032167084,0.004239131,0.000028784118,0.00007997042,0.00015843639,0.0000095371415],"category_scores_gemma":[0.00006235571,0.00023699168,0.00011288785,0.0007781947,0.00003413294,0.00020050321,0.000022670878,0.0004649041,0.000018986622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005749116,0.00009939023,0.9701875,0.0011863325,0.00027231284,4.378203e-7,0.024804289,0.00010105814,3.0293924e-7,0.00018540952,0.0015156808,0.001072417],"study_design_scores_gemma":[0.00792728,0.0016488887,0.97927666,0.0005684166,0.00007743203,2.702926e-7,0.00976097,0.0002526608,3.1785717e-8,0.00022956474,0.000055132594,0.0002026811],"about_ca_topic_score_codex":0.013354716,"about_ca_topic_score_gemma":0.0058040237,"teacher_disagreement_score":0.053502023,"about_ca_system_score_codex":0.0017662889,"about_ca_system_score_gemma":0.00043408992,"threshold_uncertainty_score":0.9970572},"labels":[],"label_agreement":null},{"id":"W4385807908","doi":"10.1002/joec.12210","title":"The effect of resiliency and self‐regulation on immigrants’ job search behavior","year":2023,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College; Holland Bloorview Kids Rehabilitation Hospital; Western University; University of Toronto; Mount Royal University","funders":"","keywords":"Psychology; CLARITY; Immigration; Trait; Social psychology; Empirical research; Job satisfaction; Political science; Computer science","score_opus":0.03544729952710787,"score_gpt":0.3999735771044303,"score_spread":0.3645262775773225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385807908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597436,0.0008315948,0.000015383399,0.0016815006,0.0007017243,0.00053325715,0.0000038977014,0.000038169244,0.0002200985],"genre_scores_gemma":[0.9955261,0.003112244,0.000018639656,0.000051861636,0.00027970105,0.000029925444,0.0000014139194,0.000021798605,0.0009583274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744004,0.0005669958,0.0007923257,0.00012741225,0.00071380805,0.00035941708],"domain_scores_gemma":[0.99675536,0.0022707954,0.00041869987,0.00016679539,0.0003134331,0.0000749169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004154415,0.00014241292,0.00032290764,0.0002038234,0.0010665909,0.000015448748,0.00015885699,0.00007933441,0.000019693922],"category_scores_gemma":[0.00019773057,0.000082592516,0.00010616551,0.00028341822,0.000061499755,0.00010039495,0.000058442667,0.0004294251,0.000023939107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069243734,0.00006785723,0.9638025,0.00020718406,0.00018462593,0.000020402571,0.010722493,0.0001315185,0.0032454436,0.00035351442,0.0106031075,0.009968881],"study_design_scores_gemma":[0.0025599399,0.002934135,0.9804388,0.0010332305,0.00025039492,0.000006652519,0.0031488452,0.00017291793,0.001182591,0.0002649528,0.007832333,0.00017514922],"about_ca_topic_score_codex":0.00007856733,"about_ca_topic_score_gemma":0.000053812946,"teacher_disagreement_score":0.016636321,"about_ca_system_score_codex":0.000078753226,"about_ca_system_score_gemma":0.00006702623,"threshold_uncertainty_score":0.82034624},"labels":[],"label_agreement":null},{"id":"W4385865377","doi":"10.59962/9780774852371-006","title":"Keeping ’em Out: Gender, Race, and Class Biases in Canadian Immigration Policy","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Immigration; Class (philosophy); Demographic economics; Immigration policy; Political science; Gender studies; Sociology; Computer science; Economics; Artificial intelligence; Law","score_opus":0.07680472212533987,"score_gpt":0.3071533686501784,"score_spread":0.23034864652483852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385865377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02047924,0.0008627727,0.000006501392,0.000099988756,0.00020989124,0.0009472639,0.00075915747,0.000057350084,0.9765778],"genre_scores_gemma":[0.051870596,0.0017559765,0.000044480443,0.0002754925,0.00017081415,0.0000017377638,0.000083625004,0.00004146737,0.94575584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837995,0.000082187675,0.00035074344,0.00038725627,0.00019483303,0.00060502865],"domain_scores_gemma":[0.9988251,0.00018432837,0.0002923289,0.00020604485,0.00021189987,0.00028030272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031609717,0.00016045394,0.00051983126,0.00030165858,0.0007356102,0.000031575855,0.00018486034,0.000553504,0.00015027678],"category_scores_gemma":[0.000045667937,0.0003671611,0.00008890041,0.000015993712,0.00022478472,0.00008161532,0.000234447,0.00058393396,0.000007087527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025223574,0.000094080555,0.12796502,0.003417555,0.0011896974,0.0029158916,0.065664515,0.000006859996,0.000014433217,0.0489475,0.4852195,0.2643127],"study_design_scores_gemma":[0.0012886964,0.000054272565,0.047450062,0.0024987399,0.0001119334,0.0000061298106,0.002770037,0.00001760646,2.997768e-7,0.0015722191,0.9437353,0.0004946918],"about_ca_topic_score_codex":0.98833954,"about_ca_topic_score_gemma":0.9997101,"teacher_disagreement_score":0.4585158,"about_ca_system_score_codex":0.0005364454,"about_ca_system_score_gemma":0.0007042581,"threshold_uncertainty_score":0.99987805},"labels":[],"label_agreement":null},{"id":"W4386024226","doi":"10.3386/w31571","title":"How to Fund Unemployment Insurance with Informality and False Claims: Evidence From Senegal","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Unemployment; Economics; Business; Actuarial science; Economic growth","score_opus":0.6983622558909468,"score_gpt":0.6190768136905873,"score_spread":0.07928544220035949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386024226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8230569,0.003003757,0.0000130434255,0.04291926,0.0017524405,0.004885578,0.0023607688,0.00014387594,0.121864386],"genre_scores_gemma":[0.9339665,0.007158966,0.00015382454,0.00013690138,0.0017040677,0.0010556666,0.0004410688,0.00007874028,0.05530426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99526864,0.0004098261,0.00088040775,0.00067106815,0.0020851316,0.0006849464],"domain_scores_gemma":[0.9911563,0.0049058385,0.00045000325,0.00040845314,0.002852473,0.00022696753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061314222,0.0002955462,0.00073435437,0.0006106636,0.00068194256,0.00006721434,0.00040871341,0.00039525476,0.00013207269],"category_scores_gemma":[0.0021270176,0.00024483664,0.00007962408,0.00030176653,0.00029416874,0.00037783053,0.00076944573,0.001222157,0.00021073686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054588605,0.00004162105,0.7814885,0.0011818496,0.0006189664,0.000008498071,0.0016411016,0.00007625602,0.000026149251,0.009596531,0.20236088,0.0024138035],"study_design_scores_gemma":[0.0012351049,0.00055889017,0.7669937,0.004734983,0.000043228,0.0000025636853,0.0020327359,0.00003567808,0.000037566962,0.030685147,0.19299942,0.0006409984],"about_ca_topic_score_codex":0.01654652,"about_ca_topic_score_gemma":0.013508521,"teacher_disagreement_score":0.11090962,"about_ca_system_score_codex":0.0018918457,"about_ca_system_score_gemma":0.0046457485,"threshold_uncertainty_score":0.9984149},"labels":[],"label_agreement":null},{"id":"W4386051172","doi":"10.1080/03069885.2023.2247550","title":"Career counselling mid-career laid-off workers","year":2023,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unemployment; Career counseling; Mental health; Public sector; Population; Psychological intervention; Public relations; Sociology; Vocational education; Psychology; Medicine; Political science; Nursing; Economic growth; Pedagogy; Economics; Psychiatry; Law","score_opus":0.06567394494616964,"score_gpt":0.3486117083476329,"score_spread":0.28293776340146326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386051172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9045231,0.08887989,0.001433446,0.00146148,0.0018861691,0.00024487774,0.000024736846,0.000107363936,0.0014389756],"genre_scores_gemma":[0.68589514,0.30327252,0.0002532815,0.0010872552,0.002022929,0.000025845187,0.000011575665,0.00007699096,0.007354473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973713,0.00018645801,0.000947716,0.00023820499,0.0005908933,0.0006653893],"domain_scores_gemma":[0.9979156,0.0004986754,0.00049410894,0.00012948066,0.000783986,0.00017815217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020499832,0.00019304777,0.0004810416,0.00015441925,0.0012940458,0.00007557306,0.0002349346,0.00016173477,0.00011826924],"category_scores_gemma":[0.00007510241,0.00020332773,0.0001470045,0.0004241582,0.00010830709,0.00029282225,0.000022052163,0.00075981097,0.00007690954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034831985,0.000085017724,0.41702738,0.00079054927,0.00067221554,0.0022087782,0.02558419,0.0009480795,0.00070024474,0.0003370265,0.41778353,0.13351469],"study_design_scores_gemma":[0.0031991992,0.0002447199,0.04785795,0.011470992,0.0002619805,0.00039884492,0.017956339,0.0003561188,0.00009500646,0.007383325,0.90994805,0.0008274684],"about_ca_topic_score_codex":0.00018203763,"about_ca_topic_score_gemma":0.0003456556,"teacher_disagreement_score":0.49216452,"about_ca_system_score_codex":0.000052412215,"about_ca_system_score_gemma":0.00012634476,"threshold_uncertainty_score":0.9952885},"labels":[],"label_agreement":null},{"id":"W4386120391","doi":"10.1136/jech-2023-220734","title":"Causal effect of shifting from precarious to standard employment on all-cause mortality in Sweden: an emulation of a target trial","year":2023,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Cape Breton University","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Emulation; Demographic economics; Economics; Econometrics; Psychology; Labour economics; Economic growth","score_opus":0.35620256344060697,"score_gpt":0.5722318704737426,"score_spread":0.2160293070331356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386120391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98932254,0.00026811336,0.00014737943,0.007634307,0.0009809083,0.0013809883,0.00013390087,0.000032230677,0.00009960405],"genre_scores_gemma":[0.99726677,0.0004237142,0.00051639037,0.0013483798,0.00028723912,0.00003667337,0.000085395746,0.000023895984,0.000011545403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9638696,0.031465318,0.0034299502,0.00020629987,0.00036025915,0.00066858187],"domain_scores_gemma":[0.97378016,0.022328656,0.0026634762,0.00068038807,0.00025228196,0.00029504258],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039914194,0.00023662271,0.002172548,0.00038587066,0.0005383841,0.0000019240035,0.00039959492,0.0002592533,0.000039354214],"category_scores_gemma":[0.012064153,0.00018306567,0.00018655046,0.0003794498,0.00009876806,0.000116444055,0.00027525044,0.0021319336,0.000005368187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016770227,0.00027118676,0.9599286,0.0002526435,0.0004218523,0.0000043492155,0.016584817,0.0013841945,0.00006667543,0.00024089197,0.0030372366,0.0010373421],"study_design_scores_gemma":[0.012870002,0.014556528,0.9654798,0.001106968,0.00009779563,4.3092388e-7,0.0018130229,0.00008534279,0.000035568864,0.0031374956,0.00069497613,0.0001220644],"about_ca_topic_score_codex":0.04000595,"about_ca_topic_score_gemma":0.03972313,"teacher_disagreement_score":0.027850041,"about_ca_system_score_codex":0.00063050713,"about_ca_system_score_gemma":0.00055949047,"threshold_uncertainty_score":0.99625766},"labels":[],"label_agreement":null},{"id":"W4386325880","doi":"10.1257/aeri.20220006","title":"The Unequal Consequences of Job Loss across Countries","year":2023,"lang":"en","type":"article","venue":"American Economic Review Insights","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Institutet för arbetsmarknads- och utbildningspolitisk politisk utvärdering; Ministerio de Ciencia e Innovación; Danmarks Grundforskningsfond; Universidad Carlos III de Madrid; National Research Foundation; Deutsche Forschungsgemeinschaft; Comunidad de Madrid","keywords":"Job loss; Demographic economics; Economics; Unemployment; Economic growth","score_opus":0.06258817396443284,"score_gpt":0.435020977795676,"score_spread":0.37243280383124316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386325880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92356724,0.045079116,0.0000027761714,0.01965245,0.0008694736,0.0009100623,0.00007315678,0.00012549895,0.009720222],"genre_scores_gemma":[0.60362095,0.39208823,0.0000047908893,0.0022939472,0.00013923702,0.00020777457,0.0000096445365,0.00001595551,0.001619488],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979999,0.00037790433,0.0008427344,0.00022458803,0.00010311003,0.0004517278],"domain_scores_gemma":[0.9973056,0.0014799892,0.0006947988,0.0003773959,0.00008456819,0.000057661236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080928154,0.00015949132,0.0006437948,0.0000287336,0.0011340522,0.000010500497,0.00031255287,0.000030404011,0.000098431425],"category_scores_gemma":[0.00013599673,0.000095057985,0.000111458154,0.000225457,0.0017308127,0.0000911259,0.0001765455,0.00016758186,0.0018510171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006662439,0.000016851218,0.5215662,0.003104104,0.00049720344,0.000017475193,0.011857595,0.000009935192,0.000034260407,0.17605832,0.25299963,0.033771805],"study_design_scores_gemma":[0.00015614684,0.00006793341,0.032084957,0.0010052582,0.000027657057,6.233194e-7,0.0029801507,0.0000035059677,0.000021366573,0.0014901564,0.96201676,0.00014548372],"about_ca_topic_score_codex":0.0010349643,"about_ca_topic_score_gemma":0.00094912905,"teacher_disagreement_score":0.70901716,"about_ca_system_score_codex":0.00008974265,"about_ca_system_score_gemma":0.00021999456,"threshold_uncertainty_score":0.99892616},"labels":[],"label_agreement":null},{"id":"W4386443494","doi":"10.1080/14427591.2023.2248607","title":"Criminalization of occupation: Articulating a legal perspective within occupational science","year":2023,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Criminalization; Oppression; Criminology; Legislation; Political science; Disadvantaged; Poverty; Refugee; Occupational science; Sociology; Human rights; Law; Psychology; Politics","score_opus":0.1578125513067066,"score_gpt":0.5155138417205612,"score_spread":0.3577012904138547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386443494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234474,0.000033116372,0.0023374502,0.0011146956,0.0011336866,0.00024262053,0.000015266414,0.00003270817,0.0027456908],"genre_scores_gemma":[0.9971535,0.000008392644,0.0020545453,0.00017770549,0.00035644489,0.00001086772,0.0000045097945,0.00000777566,0.00022624586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99566126,0.00012234265,0.0010814406,0.00027500407,0.0024323675,0.00042759842],"domain_scores_gemma":[0.9915583,0.0004679734,0.0013901263,0.00016203897,0.006262177,0.00015935373],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005149593,0.00013325659,0.00025803514,0.0010429802,0.0019757226,0.000042653177,0.00044938648,0.00004923801,0.00012704694],"category_scores_gemma":[0.004859052,0.000106047824,0.000086634645,0.0041023544,0.0011805145,0.0017089465,0.00020544637,0.00027555335,0.000037731934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038719663,0.000089408735,0.79334337,0.00005084009,0.000025143268,0.000008044231,0.01348879,0.0035147492,0.013041247,0.17395282,0.0018013555,0.0002970163],"study_design_scores_gemma":[0.00046319814,0.00016254393,0.98343253,0.0001890061,0.000025330748,0.000010255245,0.0077693053,0.0035554601,0.0010554338,0.0030423019,0.00017792851,0.0001166806],"about_ca_topic_score_codex":0.00013117715,"about_ca_topic_score_gemma":0.00003813087,"teacher_disagreement_score":0.19008917,"about_ca_system_score_codex":0.0005793624,"about_ca_system_score_gemma":0.0046779793,"threshold_uncertainty_score":0.99932355},"labels":[],"label_agreement":null},{"id":"W4386489953","doi":"10.60082/2817-5069.3603","title":"What We Owe Workers as a Matter of Common Humanity: Sickness and Caregiving Leaves and Pay in the Age of Pandemics","year":2021,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"BC Cancer Agency; Social Sciences and Humanities Research Council of Canada","keywords":"Statutory law; Sick leave; Welfare; Government (linguistics); Social protection; Pandemic; Political science; Social insurance; Welfare state; Politics; Economic growth; Development economics; Economics; Law; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.0541248779065648,"score_gpt":0.369773100529252,"score_spread":0.3156482226226872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386489953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9344758,0.0066529503,0.000014065549,0.012956689,0.00035571525,0.00019550466,0.0000040242107,0.000006494165,0.045338757],"genre_scores_gemma":[0.9932891,0.0049556685,0.000037321108,0.0009438188,0.000091685106,0.000006757762,0.0000022764943,0.000012902401,0.0006604716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984402,0.0005719401,0.0004310218,0.00011780236,0.00019874513,0.00024030155],"domain_scores_gemma":[0.9989382,0.0005379964,0.0002410183,0.00014483625,0.00009648644,0.00004147822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007428436,0.000115623196,0.00033665044,0.000042400003,0.0006001312,0.000044773828,0.000110632565,0.00008622064,0.00006109868],"category_scores_gemma":[0.00003232409,0.00006971564,0.000045526263,0.00008118338,0.00017722967,0.00022538364,0.00016576522,0.0006566883,0.0000019628494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036654048,0.00005856404,0.94302356,0.0003398522,0.00007088863,0.00008179503,0.03814051,0.0000013020509,0.00028052018,0.015640711,0.0008930937,0.0014325487],"study_design_scores_gemma":[0.0021880076,0.00015111038,0.6329604,0.0062596714,0.00015649984,0.00017222457,0.27796593,0.000003603324,0.00020157397,0.06976139,0.009892196,0.00028741872],"about_ca_topic_score_codex":0.0038749767,"about_ca_topic_score_gemma":0.123734675,"teacher_disagreement_score":0.3100632,"about_ca_system_score_codex":0.000022405437,"about_ca_system_score_gemma":0.000042301384,"threshold_uncertainty_score":0.8922549},"labels":[],"label_agreement":null},{"id":"W4386545398","doi":"10.31234/osf.io/64ksq","title":"Perceived Control Moderates the Internalized Stigma Model of Seeking Mental Health Services in Distressed Older Adults","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stigma (botany); Moderation; Psychology; Psychological intervention; Moderated mediation; Help-seeking; Mental health; Clinical psychology; Mediation; Social stigma; Social psychology; Psychiatry; Medicine","score_opus":0.05249807306153157,"score_gpt":0.39288927748651004,"score_spread":0.34039120442497844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386545398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564896,0.00089421624,0.002027094,0.032636195,0.0010374503,0.004671922,0.00092124194,0.0002742661,0.0010479747],"genre_scores_gemma":[0.9925738,0.0011505692,0.00009219688,0.0019110186,0.00011263161,0.00071144867,0.00025636036,0.00006205116,0.0031299458],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964033,0.00070734625,0.0012841341,0.00056375033,0.0004042634,0.0006372173],"domain_scores_gemma":[0.99801004,0.00047732814,0.00074017147,0.0004912673,0.00019301477,0.00008818898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007607375,0.0004111251,0.0009961458,0.00015137432,0.0006785122,0.00002179152,0.00056534435,0.00026239085,0.00014061051],"category_scores_gemma":[0.000026709524,0.0002622448,0.00018303386,0.00010250892,0.000081759135,0.00006745706,0.0012113996,0.001100939,0.00002197469],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019489306,0.00044250189,0.52279973,0.013754296,0.0009524249,0.000004792152,0.43125418,0.01719154,0.00020702954,0.0011611843,0.00928951,0.0009938553],"study_design_scores_gemma":[0.006747107,0.000050237468,0.2131659,0.018688083,0.00005426933,1.3507236e-7,0.055695523,0.7019517,0.000008642687,0.003173165,0.0000447941,0.00042043775],"about_ca_topic_score_codex":0.03240219,"about_ca_topic_score_gemma":0.03768903,"teacher_disagreement_score":0.68476015,"about_ca_system_score_codex":0.000229153,"about_ca_system_score_gemma":0.00028830566,"threshold_uncertainty_score":0.99998295},"labels":[],"label_agreement":null},{"id":"W4386564112","doi":"10.2139/ssrn.4565419","title":"Graying and Staying on the Job: The Welfare Implications of Employment Protection for Older Workers","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; HEC Montréal","keywords":"Welfare; Labour economics; Job loss; Business; Displaced workers; Labour law; Economics; Unemployment; Economic growth","score_opus":0.06218354686220356,"score_gpt":0.37876065740506143,"score_spread":0.31657711054285786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386564112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7735133,0.0006144617,0.0020130766,0.22085714,0.00026010154,0.0020825705,0.000008848014,0.0000685481,0.00058190257],"genre_scores_gemma":[0.99590814,0.001076674,0.00000576786,0.00025901405,0.0001996814,0.00066979555,0.0000022782485,0.000023467868,0.0018551908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99796826,0.00021919172,0.00031791726,0.00013868617,0.00016678129,0.0011891957],"domain_scores_gemma":[0.99901736,0.00042478382,0.00023482821,0.00016760538,0.00012542456,0.000030012778],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026211778,0.00011230693,0.00013381452,0.00008405312,0.0039736102,0.00001438733,0.00015989809,0.000054750923,0.000014828272],"category_scores_gemma":[0.0001453832,0.00005850774,0.00008004586,0.00028201326,0.000054857162,0.00005300287,0.000065339824,0.0011849888,0.0000069925322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021079143,0.00005391312,0.19423774,0.000114067945,0.00070442894,2.485803e-7,0.01039134,0.00004922994,0.0004810025,0.7091247,0.008022852,0.07660972],"study_design_scores_gemma":[0.0015763142,0.00061528746,0.5639299,0.00036259097,0.00015784886,0.000012233886,0.15277626,0.00006549177,0.00004990267,0.2524085,0.027791273,0.00025439414],"about_ca_topic_score_codex":0.00012970778,"about_ca_topic_score_gemma":0.00074063404,"teacher_disagreement_score":0.45671615,"about_ca_system_score_codex":0.00030753572,"about_ca_system_score_gemma":0.00031870563,"threshold_uncertainty_score":0.9973231},"labels":[],"label_agreement":null},{"id":"W4386647735","doi":"10.7202/1105538ar","title":"Carbonell Juan Sebastián, 2022, Le futur du travail. Paris, Éditions Amsterdam, 192 p.","year":2023,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.178499780954407,"score_gpt":0.5467158454532035,"score_spread":0.3682160644987965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386647735","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029361283,0.018618481,0.00022214746,0.82621497,0.066828184,0.0014066692,0.0010699844,0.001382183,0.054896094],"genre_scores_gemma":[0.42375198,0.33668792,0.00016265838,0.0073556593,0.004543516,0.0005861733,0.0010558525,0.00024233527,0.2256139],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99308616,0.0022937478,0.0010944793,0.0009635787,0.0005212623,0.002040772],"domain_scores_gemma":[0.99609685,0.0021821933,0.00031574682,0.00078578416,0.00028817327,0.00033127787],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0016924255,0.00070116593,0.0010217485,0.00022803899,0.005172526,0.000062126535,0.0005244239,0.0011089443,0.03142293],"category_scores_gemma":[0.000542085,0.00069762376,0.00047016118,0.0010526145,0.0028622139,0.0004047119,0.0009796642,0.002060725,0.004672033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035050412,0.00043416469,0.014007477,0.00036615154,0.0003418616,0.0001555309,0.006722052,0.000012212456,0.00008258161,0.008126131,0.9610715,0.008645269],"study_design_scores_gemma":[0.0021246655,0.00045834447,0.04802008,0.00039402465,0.0003095638,0.00000793113,0.20631638,0.00016129097,0.00014061862,0.009320463,0.73182124,0.0009253676],"about_ca_topic_score_codex":0.014500724,"about_ca_topic_score_gemma":0.0020566392,"teacher_disagreement_score":0.81885934,"about_ca_system_score_codex":0.0003155686,"about_ca_system_score_gemma":0.0007834982,"threshold_uncertainty_score":0.9998514},"labels":[],"label_agreement":null},{"id":"W4386656689","doi":"10.1093/eurpub/ckab164.459","title":"Theory and conceptual frameworks: blame and credit/centralization and decentralization","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blame; Political economy; Decentralization; Politics; Political science; Government (linguistics); Power (physics); Position (finance); Public administration; Law and economics; Economics; Law; Finance; Social psychology","score_opus":0.08137807691311308,"score_gpt":0.384622697478255,"score_spread":0.3032446205651419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386656689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.752995,0.030468268,0.13815512,0.07388792,0.0014024993,0.0003698072,0.000015401203,0.000054752258,0.002651243],"genre_scores_gemma":[0.9765343,0.017165506,0.00057202636,0.004746107,0.0006129087,8.9642606e-7,0.000014113899,0.000027131851,0.00032701183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913615,0.00726055,0.00065091084,0.00015317403,0.00019593477,0.00037794502],"domain_scores_gemma":[0.99824417,0.00041012024,0.00048451376,0.00008505737,0.00037454933,0.00040159817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068745962,0.00011157186,0.00026019535,0.00008075463,0.0005845293,0.00004908137,0.00005615786,0.000055825272,0.00013663042],"category_scores_gemma":[0.0014445772,0.00009175288,0.000020977503,0.00014714144,0.00016447592,0.00027908583,0.00010978278,0.0005229641,0.000003019353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050970983,0.0001246977,0.5267807,0.0004321838,0.00018734309,0.00010681875,0.100598246,0.000003233627,0.000039868635,0.1655231,0.02220741,0.1839454],"study_design_scores_gemma":[0.002576287,0.00042014054,0.7451983,0.00061662705,0.000036205645,0.0000881056,0.045871854,0.000053573185,0.0000032457642,0.0021047243,0.20282753,0.00020337524],"about_ca_topic_score_codex":0.000004335745,"about_ca_topic_score_gemma":0.0000135001355,"teacher_disagreement_score":0.22353931,"about_ca_system_score_codex":0.000053706837,"about_ca_system_score_gemma":0.00030391428,"threshold_uncertainty_score":0.44957858},"labels":[],"label_agreement":null},{"id":"W4386745531","doi":"10.2139/ssrn.4569515","title":"Canada’s Missing Workers: Temporary Residents Working in Canada","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Geography; Political science","score_opus":0.04137292311830644,"score_gpt":0.33956994724381967,"score_spread":0.29819702412551324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386745531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95360094,0.0035195823,0.000011695951,0.03564352,0.0014437721,0.0002542279,0.0000034955438,0.000041101954,0.0054816576],"genre_scores_gemma":[0.9881,0.0015118482,0.0000036229226,0.00082125363,0.00044371202,0.000012769847,0.000008699388,0.000032531956,0.009065547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948812,0.00032526877,0.00057289324,0.00019670214,0.0005009257,0.0035230203],"domain_scores_gemma":[0.9991549,0.00029772145,0.00022567464,0.00014034155,0.00005337344,0.00012796266],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017781609,0.00016617132,0.0002605995,0.00015860304,0.0011700125,0.000012932028,0.00025721904,0.00006271142,0.000049382506],"category_scores_gemma":[0.00014194906,0.00014973672,0.00003616208,0.00055182306,0.0000134486545,0.00009882715,0.00011008506,0.0029434373,0.000016024167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000029190822,0.0000034341792,0.92267483,0.000012285487,0.000061545434,0.00009021553,0.00022281367,0.000027031932,0.0000035528863,0.0004899531,0.07211347,0.0042716665],"study_design_scores_gemma":[0.0011340107,0.00003176869,0.8729452,0.00091330044,0.000019379562,0.000019120671,0.06329057,0.000042038042,0.00000279558,0.02174613,0.039519317,0.00033639866],"about_ca_topic_score_codex":0.99977124,"about_ca_topic_score_gemma":0.99999684,"teacher_disagreement_score":0.11367315,"about_ca_system_score_codex":0.012619208,"about_ca_system_score_gemma":0.12629236,"threshold_uncertainty_score":0.9993568},"labels":[],"label_agreement":null},{"id":"W4386820381","doi":"10.1080/18902138.2023.2260291","title":"Masculine borders as alienation of racialized, undocumented south Asian migrant workers in Greece","year":2023,"lang":"en","type":"article","venue":"NORMA","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Gender studies; Alienation; Sociology; Intersectionality; Ideology; Precarity; Racialization; Identity (music); Prejudice (legal term); Masculinity; Racism; Colonialism; Articulation (sociology); Politics; Political science; Race (biology); Law","score_opus":0.037937730089978174,"score_gpt":0.4165626117964962,"score_spread":0.378624881706518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386820381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733179,0.00009940504,0.000027583503,0.009648275,0.0004738825,0.0006363397,0.000016454904,0.0001408259,0.015639294],"genre_scores_gemma":[0.99252445,0.00009324167,0.00004299507,0.00034236754,0.00007774194,0.00008522693,0.00008536963,0.00001834504,0.0067302864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998557,0.00020869599,0.00044819128,0.00016168295,0.000259483,0.000364978],"domain_scores_gemma":[0.9994344,0.00011454449,0.00016143442,0.00015627866,0.00008537536,0.00004795975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000541384,0.000114047994,0.00022981665,0.00024682438,0.00023411195,0.0000029394735,0.000105230945,0.0000939043,0.00028417623],"category_scores_gemma":[0.00017901216,0.000099517005,0.00006149463,0.00077084685,0.00004598074,0.000091696886,0.00009003119,0.00019921918,0.00039149405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023353499,0.000044753153,0.92230904,0.0001628635,0.000069634705,0.000011159913,0.044891372,0.000025406622,0.000076166776,0.0004982425,0.026399491,0.0052783363],"study_design_scores_gemma":[0.004750136,0.00010370686,0.84681374,0.00044385451,0.000040074887,2.9283984e-7,0.06447388,0.00012013508,0.00007164217,0.0010046684,0.081931815,0.000246067],"about_ca_topic_score_codex":0.0035294972,"about_ca_topic_score_gemma":0.004503392,"teacher_disagreement_score":0.07549531,"about_ca_system_score_codex":0.00006128956,"about_ca_system_score_gemma":0.000088065324,"threshold_uncertainty_score":0.53355676},"labels":[],"label_agreement":null},{"id":"W4386849357","doi":"10.3390/admsci13090209","title":"How Do the Labour Force Characteristics Encounter COVID-19 Economic Consequences—A Canadian Experience","year":2023,"lang":"en","type":"article","venue":"Administrative Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Microdata (statistics); Unemployment; Pandemic; Coronavirus disease 2019 (COVID-19); Immigration; Economics; Population; Demographic economics; Labour supply; Inequality; Labour economics; Economic growth; Political science; Sociology","score_opus":0.1779356346024063,"score_gpt":0.4667856773991081,"score_spread":0.2888500427967018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386849357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8307592,0.000057309127,0.000014409059,0.15028201,0.0014469717,0.0006255655,0.00033501248,0.00009881883,0.016380696],"genre_scores_gemma":[0.9744363,0.00013812898,0.000016859083,0.0062007084,0.00022876334,0.00030134537,0.000012163238,0.0000072779917,0.01865846],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979869,0.00028523375,0.00029034584,0.000425601,0.00025603207,0.0007558668],"domain_scores_gemma":[0.99819785,0.0009733376,0.00021654002,0.00022581981,0.000080623046,0.00030583882],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011785113,0.00017391553,0.00020961944,0.00012160487,0.0048558633,0.0001768838,0.000624067,0.00007585086,0.0007415814],"category_scores_gemma":[0.0008142529,0.00011166952,0.000046156434,0.0004428533,0.0022723454,0.00031861666,0.000107410924,0.00022897703,0.00036255748],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000987832,0.0000053428744,0.81671864,0.000031996617,0.000021173988,0.000038662343,0.039663166,0.0000021566582,0.000105240244,0.11320291,0.029971117,0.00022974072],"study_design_scores_gemma":[0.0002455319,0.00023945386,0.31806964,0.00006366596,0.00001109299,0.0000063267203,0.23381469,0.000055971956,0.000092313756,0.007945554,0.43909037,0.00036541422],"about_ca_topic_score_codex":0.022204293,"about_ca_topic_score_gemma":0.20251359,"teacher_disagreement_score":0.498649,"about_ca_system_score_codex":0.0002779137,"about_ca_system_score_gemma":0.003567676,"threshold_uncertainty_score":0.9964397},"labels":[],"label_agreement":null},{"id":"W4386895342","doi":"10.3390/socsci12090523","title":"From Migrant to Transnational Families’ Mental Health: An Ethnography of Five Mexican Families Participating in Agricultural Labour in Canada","year":2023,"lang":"en","type":"article","venue":"Social Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Public Health Ontario; University of Toronto","funders":"Mitacs; Ontario Trillium Foundation","keywords":"Mental health; Ethnography; Participant observation; Affect (linguistics); Population; Agriculture; Demographic economics; Psychology; Economic growth; Socioeconomics; Geography; Political science; Sociology; Demography; Psychiatry; Economics; Social science","score_opus":0.0963347070776457,"score_gpt":0.4317618021855145,"score_spread":0.33542709510786883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386895342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555312,0.00003720676,2.3139529e-7,0.043171056,0.00032060762,0.00031147795,0.00027505116,0.000019740588,0.00033343412],"genre_scores_gemma":[0.99899256,0.000014317281,0.000040040108,0.0006515307,0.000079417056,0.00015956181,0.000030866646,0.0000029399819,0.00002876171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998162,0.0002930564,0.00040825774,0.00020802187,0.00045302854,0.00047564687],"domain_scores_gemma":[0.99953103,0.00023023966,0.0000989349,0.000033201963,0.000044260552,0.000062341445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061773625,0.00008742031,0.00023531483,0.00015416773,0.001015294,0.000004958777,0.00017057966,0.000034743218,0.00003739552],"category_scores_gemma":[0.000044846518,0.00006730154,0.000029967323,0.0017708131,0.00011473458,0.00010874943,0.000048591144,0.00014151365,0.0000014175199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008377337,0.00001908393,0.68057734,0.00001575025,0.0000056196836,4.4969562e-7,0.31449997,0.00005126982,0.000161141,0.00176191,0.0017989426,0.0011001528],"study_design_scores_gemma":[0.00015484254,0.000032417254,0.65280724,0.000029658593,8.127504e-7,3.4357623e-9,0.3459917,0.00002857059,0.0000113302785,0.0005552868,0.00033386168,0.000054296597],"about_ca_topic_score_codex":0.9696282,"about_ca_topic_score_gemma":0.99795973,"teacher_disagreement_score":0.043461367,"about_ca_system_score_codex":0.00021910534,"about_ca_system_score_gemma":0.00078803254,"threshold_uncertainty_score":0.7808923},"labels":[],"label_agreement":null},{"id":"W4386924631","doi":"10.1332/policypress/9781529221237.003.0009","title":"Beyond the Rhetoric of Essentiality: Canada’s Neoliberal Migrant Worker Policy during the COVID-19 Pandemic","year":2023,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Immigration; Pandemic; Residence; Rhetoric; Political science; Public policy; Economic growth; Migrant workers; Capitalism; Health care; Narrative; Coronavirus disease 2019 (COVID-19); Sociology; Economics; Demographic economics; Politics; Medicine; Law","score_opus":0.12034564800739703,"score_gpt":0.394715443932237,"score_spread":0.27436979592484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386924631","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017915601,0.0013001866,0.000004103504,0.029542144,0.0016213047,0.0024703685,0.0010418777,0.0003080697,0.9619204],"genre_scores_gemma":[0.02417493,0.0006241713,0.0000015244619,0.0091335215,0.004504133,0.00037065352,0.000033338663,0.00018012893,0.9609776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592453,0.00044561658,0.0011545096,0.0005214918,0.0008465211,0.0011073147],"domain_scores_gemma":[0.99582666,0.001574016,0.0009163627,0.0011917445,0.00018193027,0.00030930154],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006922824,0.0006344228,0.00085786,0.00026666105,0.002318288,0.000024205316,0.0009622285,0.00046611822,0.00006942947],"category_scores_gemma":[0.00035880195,0.00037954265,0.0003184872,0.000060727758,0.0005551479,0.000029540866,0.0011846115,0.0015502053,0.000022451875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001406324,0.000008380842,0.0024232203,0.0011940841,0.00096682966,0.000025256424,0.02097326,0.000013961908,0.000016267875,0.81169844,0.16183162,0.0007080716],"study_design_scores_gemma":[0.00065328064,0.000014332879,0.0023777965,0.00026385137,0.00020835488,0.00000710329,0.00016007376,0.0000016654168,0.000005034452,0.05304004,0.9428838,0.0003846706],"about_ca_topic_score_codex":0.9301002,"about_ca_topic_score_gemma":0.83997166,"teacher_disagreement_score":0.7810522,"about_ca_system_score_codex":0.0010690226,"about_ca_system_score_gemma":0.006249616,"threshold_uncertainty_score":0.99986565},"labels":[],"label_agreement":null},{"id":"W4386985875","doi":"10.1016/j.hrmr.2023.100999","title":"Kick me while I’m down: Modeling employee differences of the impact of workplace incivility on employees' health and wellbeing","year":2023,"lang":"en","type":"article","venue":"Human Resource Management Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Incivility; Attribution; Psychology; Social psychology; Collectivism; Human resource management; Public relations; Management; Political science; Individualism","score_opus":0.11264536478661025,"score_gpt":0.4203336157755321,"score_spread":0.30768825098892183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386985875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533835,0.021938099,0.000015239119,0.0027087447,0.000072823255,0.002887875,0.000017828606,0.00013472233,0.018841188],"genre_scores_gemma":[0.95858854,0.037027624,0.000015492782,0.00078424136,0.000057898542,0.00016735926,0.000020834577,0.00003336151,0.003304673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667007,0.00091569783,0.0010392104,0.0003911369,0.00046478544,0.00051909185],"domain_scores_gemma":[0.9982953,0.00024442642,0.00056272256,0.0007229172,0.000067273635,0.00010734551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018725178,0.00027766995,0.00086365646,0.00015049802,0.00096244423,0.000008403557,0.00040698302,0.00005605488,0.0001366958],"category_scores_gemma":[0.0000787638,0.00016594169,0.00024989664,0.00061846816,0.000110359746,0.00004298043,0.0008694062,0.00034518298,0.000023552362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005554978,0.0001555925,0.8642512,0.036217432,0.00044355032,0.000002384999,0.0056135757,0.00025980992,0.0000049660143,0.0061610346,0.08079141,0.0060434886],"study_design_scores_gemma":[0.0011002199,0.0006931878,0.9068027,0.06473414,0.00024570365,3.0388136e-7,0.0050424803,0.00025610757,0.0000011298431,0.0022892938,0.01836315,0.00047154407],"about_ca_topic_score_codex":0.000532783,"about_ca_topic_score_gemma":0.00012931357,"teacher_disagreement_score":0.062428255,"about_ca_system_score_codex":0.00011281443,"about_ca_system_score_gemma":0.000039835613,"threshold_uncertainty_score":0.74024403},"labels":[],"label_agreement":null},{"id":"W4387009729","doi":"10.7202/1106042ar","title":"Les effets des coupes budgétaires et des réductions de personnel sur la satisfaction au travail des employés","year":2023,"lang":"fr","type":"article","venue":"Revue Gouvernance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0809189545516277,"score_gpt":0.37981788200801847,"score_spread":0.2988989274563908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387009729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96279126,0.024787944,0.0005334503,0.006103135,0.0020593074,0.0005815848,0.00027209084,0.0005201105,0.0023510982],"genre_scores_gemma":[0.87275124,0.06622792,0.00086811726,0.000104891915,0.00090436684,0.0003667575,0.000019155332,0.000112568545,0.058645014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958329,0.0013892654,0.00060147216,0.00056872633,0.00028013738,0.0013274534],"domain_scores_gemma":[0.99686396,0.0018673149,0.0003342586,0.00035348255,0.0003400061,0.00024100492],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014116713,0.00045678485,0.0005566017,0.00015601635,0.004110676,0.000063193445,0.00023319726,0.00046290676,0.0003069948],"category_scores_gemma":[0.0015077685,0.00048403288,0.0002433561,0.00076062477,0.0014736035,0.00068657525,0.00018201018,0.00086711656,0.00040972268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041232903,0.00010778607,0.7381897,0.002688865,0.0001629661,0.000045239038,0.09795107,0.0002469444,0.00015633738,0.0020131017,0.04356625,0.114830494],"study_design_scores_gemma":[0.00070335815,0.00014019797,0.920352,0.004910277,0.00016642637,0.000036921967,0.014824376,0.00012220116,0.00006561664,0.004110131,0.05413318,0.00043534397],"about_ca_topic_score_codex":0.10801205,"about_ca_topic_score_gemma":0.3107113,"teacher_disagreement_score":0.20269926,"about_ca_system_score_codex":0.0016062089,"about_ca_system_score_gemma":0.00046973722,"threshold_uncertainty_score":0.9997611},"labels":[],"label_agreement":null},{"id":"W4387066339","doi":"10.1007/978-981-99-5526-8_3","title":"Overtime Workers","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Overtime; Business; Labour economics; Economics","score_opus":0.1199889535284646,"score_gpt":0.4078519992212282,"score_spread":0.2878630456927636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387066339","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008559505,0.00016918358,0.000006474642,0.0046575204,0.001616677,0.00048515698,0.00002518044,0.00065812864,0.9923731],"genre_scores_gemma":[0.00006428983,0.00043302798,0.000018945695,0.0014045733,0.0007126886,0.00004855754,0.000050669358,0.00010893326,0.9971583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873555,0.000021097952,0.00037728914,0.0002684365,0.00022983302,0.00036781855],"domain_scores_gemma":[0.99909014,0.0003415123,0.00013548051,0.00028287116,0.000077182514,0.000072793235],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017125215,0.00024522882,0.0003628788,0.0001025617,0.0005128229,0.0000032101432,0.00012409738,0.0004380878,0.015553894],"category_scores_gemma":[0.000028107946,0.0001895663,0.0001340943,0.00002188204,0.00004766335,0.000024801377,0.00028958917,0.0006643039,0.04074198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082692,0.0000013143349,0.0025815002,0.000062003084,0.0001127421,0.000007328888,0.00019456612,4.4291124e-8,2.086022e-7,0.28048292,0.71574223,0.00080685643],"study_design_scores_gemma":[0.00016978117,0.000019670928,0.0016124102,0.000529434,0.000044568213,6.121472e-8,0.00016782565,4.513547e-7,1.1268131e-7,0.03948176,0.9577545,0.00021945193],"about_ca_topic_score_codex":0.00014850448,"about_ca_topic_score_gemma":0.0004349824,"teacher_disagreement_score":0.24201222,"about_ca_system_score_codex":0.000083710234,"about_ca_system_score_gemma":0.00009516401,"threshold_uncertainty_score":0.985346},"labels":[],"label_agreement":null},{"id":"W4387066372","doi":"10.1007/978-981-99-5526-8","title":"Chinese People’s Time Use and Their Quality of Life","year":2023,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Chinese people; Quality (philosophy); China; History; Advertising; Business; Philosophy","score_opus":0.11460946156830709,"score_gpt":0.43197817945030986,"score_spread":0.31736871788200277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387066372","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102958605,0.00085819705,0.000012337323,0.004399483,0.00091041037,0.0016018895,0.0007750165,0.0005646587,0.8879194],"genre_scores_gemma":[0.0033991379,0.00069215556,0.000010458578,0.0006097643,0.00036575494,0.000049443806,0.00017076312,0.00006118351,0.99464136],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981917,0.0002917372,0.00075524516,0.00028439515,0.00018658192,0.00029032858],"domain_scores_gemma":[0.99580723,0.0031299505,0.00039224836,0.0003630231,0.00019902489,0.00010852669],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006861288,0.00029870315,0.00097885,0.00010741408,0.00033898093,0.000005655973,0.00012430993,0.00036903945,0.0011834753],"category_scores_gemma":[0.000800068,0.00018003235,0.00012818455,0.00009409176,0.000080231155,0.0000706178,0.0005062402,0.000471851,0.0006617978],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044061122,0.00001789907,0.3354866,0.0012242858,0.00025264831,3.87632e-7,0.005038798,4.7554803e-8,0.000008484348,0.005506639,0.6523144,0.00010575013],"study_design_scores_gemma":[0.0008293033,0.000068650435,0.8899209,0.0005318473,0.000043214517,8.181947e-8,0.00084066216,0.0000068424683,2.5717668e-7,0.014237872,0.09306901,0.00045138624],"about_ca_topic_score_codex":0.0016291604,"about_ca_topic_score_gemma":0.008287811,"teacher_disagreement_score":0.5592454,"about_ca_system_score_codex":0.000047008874,"about_ca_system_score_gemma":0.00036569414,"threshold_uncertainty_score":0.9997296},"labels":[],"label_agreement":null},{"id":"W4387066400","doi":"10.1007/978-981-99-5526-8_4","title":"Gender Differences in Unpaid Labor","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Consumption (sociology); Welfare; Unpaid work; Labour economics; Economics; Investment (military); Social Welfare; Population; Medicine; Environmental health; Sociology; Market economy","score_opus":0.2015112739188048,"score_gpt":0.4087693021236107,"score_spread":0.20725802820480588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387066400","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061485387,0.0003912805,0.000002689767,0.0031942744,0.0011656065,0.0005468812,0.000062488856,0.0002943842,0.99372756],"genre_scores_gemma":[0.00465009,0.0017223543,0.000014346067,0.001134415,0.00041786188,0.00009362816,0.000038595088,0.000066899105,0.9918618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984971,0.00005361827,0.0004816693,0.00032282106,0.00024210926,0.00040263584],"domain_scores_gemma":[0.9990383,0.00046123847,0.00013281447,0.00022805418,0.000082428145,0.000057170182],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023021658,0.00027177515,0.00049549487,0.00021340542,0.00028167467,0.000004118027,0.00015732639,0.00043105474,0.006591768],"category_scores_gemma":[0.000037829574,0.00019704206,0.00007368604,0.00004568171,0.00005378397,0.000029647985,0.00027237335,0.00075805763,0.0049584503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010416214,0.0000071205386,0.1149157,0.00023688246,0.00008913373,0.000020136073,0.0017652471,2.3211896e-8,5.1061494e-7,0.76326597,0.11911716,0.00057170336],"study_design_scores_gemma":[0.0005964186,0.000047740654,0.19719942,0.0008482485,0.000048015216,1.0949861e-7,0.0015327549,0.000001791515,3.1010194e-7,0.20206602,0.597104,0.0005551714],"about_ca_topic_score_codex":0.00025584703,"about_ca_topic_score_gemma":0.0037615893,"teacher_disagreement_score":0.56119996,"about_ca_system_score_codex":0.00007325907,"about_ca_system_score_gemma":0.0001261016,"threshold_uncertainty_score":0.9958163},"labels":[],"label_agreement":null},{"id":"W4387190737","doi":"10.1086/725842","title":"Confronting Servitude: Asian Immigrant Women Workers in State-Funded Homecare","year":2023,"lang":"en","type":"article","venue":"Signs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; State (computer science); Political science; Demographic economics; Gender studies; Sociology; Economics; Computer science","score_opus":0.05261583088953555,"score_gpt":0.3835811893895199,"score_spread":0.3309653584999844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387190737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762273,0.00012324732,0.000016316835,0.005087856,0.00063220947,0.00065971306,0.000040118288,0.00038503236,0.016828237],"genre_scores_gemma":[0.9801223,0.000055711585,0.000018874489,0.00039810847,0.0001132689,0.00037335826,0.0000523265,0.000036985148,0.018829037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782515,0.00025374806,0.00041826224,0.0002845483,0.00021768255,0.0010006354],"domain_scores_gemma":[0.9992722,0.00022555416,0.00010584714,0.00022303799,0.00006263638,0.00011068015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007369434,0.00017162428,0.00032183374,0.00020450859,0.0005503375,0.000011848201,0.00017469707,0.00010265901,0.00033372964],"category_scores_gemma":[0.00008410463,0.00015233475,0.000047829904,0.00066892145,0.00003873182,0.00009048677,0.00021775365,0.00041378816,0.00080736727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048206264,0.000019785279,0.89080083,0.0001502551,0.000049017548,0.00002702724,0.07802423,0.000011927795,0.00025553207,0.00019497644,0.028266385,0.0021518255],"study_design_scores_gemma":[0.0013210383,0.00008931047,0.69841534,0.00032784804,0.0000071587133,1.1999049e-7,0.26359668,0.000020718466,0.000012709156,0.0020180086,0.03391543,0.00027566048],"about_ca_topic_score_codex":0.0032246187,"about_ca_topic_score_gemma":0.0128830485,"teacher_disagreement_score":0.19238551,"about_ca_system_score_codex":0.00023628461,"about_ca_system_score_gemma":0.00010658932,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W4387224405","doi":"10.1007/978-981-4451-96-3_88-1","title":"Gendered Employment Trajectories Across the Life Course: A 28-Year Perspective","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life course approach; Normative; Perspective (graphical); Psychology; Cluster (spacecraft); Demographic economics; Sociology; Gerontology; Gender studies; Developmental psychology; Political science; Medicine; Economics; Law","score_opus":0.11277914861132417,"score_gpt":0.4267888178246898,"score_spread":0.31400966921336565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387224405","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021708163,0.0021132685,0.000015331678,0.029173935,0.0031093282,0.0022560828,0.0005199725,0.00086155045,0.96173346],"genre_scores_gemma":[0.007073073,0.0015696085,0.00001355905,0.0017886832,0.002122923,0.0004057459,0.0000575335,0.00022349793,0.98674536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967101,0.0001443772,0.0007295904,0.0006947324,0.0007335768,0.0009875955],"domain_scores_gemma":[0.99719054,0.0008786536,0.00038332285,0.0007412348,0.000609287,0.00019697617],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00068139465,0.00063203985,0.000791597,0.0000663856,0.0028783472,0.000036064677,0.00045604483,0.0006109057,0.0036542653],"category_scores_gemma":[0.0001731988,0.00039522463,0.00035481143,0.000081142294,0.000393041,0.00006625146,0.0006631054,0.0015389508,0.004150497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006221581,0.00001905498,0.0015287971,0.000074710355,0.0011982692,0.000012351207,0.026793618,3.8226656e-7,6.387248e-7,0.6446153,0.32556155,0.0001331101],"study_design_scores_gemma":[0.0011722642,0.0001957725,0.0154907545,0.00041243533,0.0005186338,9.42872e-7,0.1455063,0.0000011693559,0.0000013214768,0.06577333,0.77007544,0.0008516259],"about_ca_topic_score_codex":0.0012409026,"about_ca_topic_score_gemma":0.005984654,"teacher_disagreement_score":0.578842,"about_ca_system_score_codex":0.00032962885,"about_ca_system_score_gemma":0.00060900627,"threshold_uncertainty_score":0.99985},"labels":[],"label_agreement":null},{"id":"W4387337629","doi":"10.1016/j.cjca.2023.06.292","title":"DIFFERENTIAL IMPACT OF NEIGHBOURHOOD-LEVEL INCOME ON THE RISK OF CARDIOVASCULAR EVENT BETWEEN IMMIGRANTS AND LONG-TERM RESIDENTS IN ONTARIO","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Socioeconomic status; Immigration; Neighbourhood (mathematics); Ethnic group; Demography; Cohort; Population; Incidence (geometry); Disease; Cohort study; Gerontology; Environmental health; Geography","score_opus":0.06581562447670404,"score_gpt":0.34754583771719116,"score_spread":0.28173021324048714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387337629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805444,0.0004256357,0.00003831127,0.00028797754,0.00050495396,0.0002651442,0.00014452735,0.0000023330228,0.00027665624],"genre_scores_gemma":[0.99925286,0.00032203403,0.000001131804,0.000011295887,0.00029975548,0.000006083573,0.000006658658,0.000013884075,0.00008631266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974839,0.0010053933,0.00072530785,0.00012812718,0.00021133713,0.00044590147],"domain_scores_gemma":[0.99837613,0.0005688534,0.00040957102,0.00025304768,0.00016547863,0.00022692342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012347561,0.00015074616,0.0009644914,0.00046713173,0.0002233858,0.0000032713228,0.00023175677,0.00015931211,0.00006923998],"category_scores_gemma":[0.0002876146,0.00009565271,0.0005464369,0.00017935628,0.0001520244,0.000039373776,0.00006171697,0.0007341659,0.000005448896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055657016,0.0000014750076,0.9941004,0.000029220544,0.002139753,0.000052854102,0.0017820073,0.00031986902,0.000008632765,0.000024417197,0.0007274814,0.00075821835],"study_design_scores_gemma":[0.0009909369,0.0002776194,0.9973765,0.00030031896,0.00027011574,0.00000447105,0.00022918162,5.832751e-7,0.0000047160893,0.0003662339,0.000103105245,0.00007618692],"about_ca_topic_score_codex":0.50579715,"about_ca_topic_score_gemma":0.6376436,"teacher_disagreement_score":0.13184647,"about_ca_system_score_codex":0.0003735011,"about_ca_system_score_gemma":0.0011181063,"threshold_uncertainty_score":0.4974938},"labels":[],"label_agreement":null},{"id":"W4387398702","doi":"10.2139/ssrn.4594754","title":"Using Vulnerability Framework to Diversify Understanding on Household Agency: Experiences from Canada and Finland","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Vulnerability (computing); Agency (philosophy); Business; Regional science; Economic geography; Geography; Sociology; Social science; Computer science; Computer security","score_opus":0.21936373935282072,"score_gpt":0.40749486740108504,"score_spread":0.18813112804826432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387398702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98440474,0.0011385233,0.005877335,0.0042596925,0.0034528265,0.0005005893,0.0001021211,0.000058294383,0.00020587217],"genre_scores_gemma":[0.9952961,0.0023518666,0.00012740311,0.0005189706,0.0010018231,0.000044263455,0.000008880872,0.00004904161,0.0006016252],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99548024,0.00047712377,0.00053721527,0.0005775699,0.0005520942,0.0023757778],"domain_scores_gemma":[0.9981227,0.0009281525,0.0003487971,0.00031822655,0.00006396865,0.0002181804],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001547459,0.00035619462,0.00052002794,0.00014283384,0.0025531773,0.000049739774,0.0003565081,0.00035633054,0.00008437596],"category_scores_gemma":[0.00038377158,0.00030403666,0.00008983918,0.00016405065,0.000065131215,0.00005896911,0.0007816196,0.007156184,0.000007705802],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00042042558,0.000060877468,0.88059735,0.00020431499,0.0012953903,0.00006149655,0.082604036,0.0014251434,0.00002622283,0.025187565,0.0070593767,0.0010577946],"study_design_scores_gemma":[0.00045221913,0.0001765771,0.05637777,0.0013838751,0.00012376536,0.0000028525901,0.14761975,0.000041848252,0.000004098942,0.7928796,0.00036313027,0.0005745088],"about_ca_topic_score_codex":0.57397234,"about_ca_topic_score_gemma":0.8188815,"teacher_disagreement_score":0.8242196,"about_ca_system_score_codex":0.007629626,"about_ca_system_score_gemma":0.007254116,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W4387489890","doi":"10.29173/cjs29735","title":"Precarious Employment in Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Labour economics; Current Population Survey; Employment contract; Work (physics); Wage; Demographic economics; Precarious work; Low wage; Part-time employment; Economics; Population; Sociology; Demography","score_opus":0.05687677576886673,"score_gpt":0.3573151851664902,"score_spread":0.30043840939762345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387489890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9124964,0.0035156468,0.0000018443152,0.0775354,0.0016021605,0.000093854746,0.000009569965,0.000001495573,0.004743668],"genre_scores_gemma":[0.99227744,0.0000705486,0.000009609795,0.005915571,0.00023969277,0.000005876493,0.0000017189915,0.0000073323995,0.0014722049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984693,0.0005652673,0.00039257156,0.00006355723,0.00008981356,0.00041948972],"domain_scores_gemma":[0.99895805,0.00037601386,0.00017058958,0.000106128195,0.00021006973,0.00017917098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050837203,0.00006841982,0.00023094637,0.0000494822,0.00058453757,0.0000024898814,0.00016798158,0.00007373498,0.00054170296],"category_scores_gemma":[0.00020396594,0.000046592242,0.000039314044,0.00007571415,0.000120690944,0.000021065825,0.000025587899,0.0006769393,0.000011409243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006038321,0.0000025640272,0.92506003,0.000007341678,0.000060444614,0.00034447928,0.017480072,0.00001978587,0.000007249747,0.002791795,0.053733744,0.00048646895],"study_design_scores_gemma":[0.00053252414,0.00003768251,0.81820637,0.000066191344,0.000020554837,0.0000268986,0.013873728,0.0000012443852,0.000008052929,0.007043454,0.16010451,0.00007876162],"about_ca_topic_score_codex":0.98976827,"about_ca_topic_score_gemma":0.9999662,"teacher_disagreement_score":0.10685362,"about_ca_system_score_codex":0.0018743224,"about_ca_system_score_gemma":0.027027879,"threshold_uncertainty_score":0.97848797},"labels":[],"label_agreement":null},{"id":"W4387489891","doi":"10.29173/cjs29715","title":"Tracking Precarity: Employment Pathways of Precarious Status Migrant Workers in Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Precarity; Migrant workers; Demographic economics; Precarious work; Tracking (education); Sociology; Labour economics; Work (physics); Political science; Economic growth; Gender studies; Economics; Engineering","score_opus":0.07487160563404012,"score_gpt":0.33847056222419414,"score_spread":0.26359895659015403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387489891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793635,0.0062776753,0.0000037220127,0.012013691,0.0011985044,0.00017814788,0.000048081005,0.00000223508,0.0009144283],"genre_scores_gemma":[0.9983959,0.00011606204,0.000026703583,0.0010786599,0.0001338786,0.000008464082,0.000004485195,0.000013088423,0.0002227337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750066,0.0008346082,0.0007245517,0.00010562047,0.00016550823,0.00066907785],"domain_scores_gemma":[0.99816513,0.0006426085,0.00041833144,0.00015778879,0.00035547907,0.0002606523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007732253,0.0001157949,0.00044314723,0.00009431748,0.0004999678,0.0000037118111,0.00020434085,0.00012203365,0.0001877565],"category_scores_gemma":[0.00031123759,0.00008458009,0.00008341214,0.00013959175,0.00021404203,0.00003822797,0.00003537379,0.00086909224,0.0000017887437],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020786925,0.0000069169714,0.94283986,0.000027209873,0.0001221407,0.00017203957,0.04848339,0.00005871733,0.000036799916,0.0003407787,0.006441385,0.0014499695],"study_design_scores_gemma":[0.0007155494,0.00007167514,0.93414634,0.00024577073,0.00004692117,0.000012667222,0.041025076,0.000002611569,0.00003607492,0.0025423265,0.021054786,0.00010019968],"about_ca_topic_score_codex":0.990741,"about_ca_topic_score_gemma":0.9998782,"teacher_disagreement_score":0.029962895,"about_ca_system_score_codex":0.0020445879,"about_ca_system_score_gemma":0.032007486,"threshold_uncertainty_score":0.97348017},"labels":[],"label_agreement":null},{"id":"W4387508477","doi":"10.7202/1106278ar","title":"Asylum seekers and other precarious immigrants on the frontlines of the pandemic: Work experiences, resilience, resistance and social contributions","year":2022,"lang":"en","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Grassroots; Resistance (ecology); Immigration; Psychological resilience; Refugee; Precarious work; Politics; Pandemic; Political science; Resilience (materials science); Sociology; Qualitative research; Criminology; Development economics; Work (physics); Economic growth; Coronavirus disease 2019 (COVID-19); Social psychology; Social science; Psychology; Economics; Medicine; Law","score_opus":0.12414051534685107,"score_gpt":0.40861024751266173,"score_spread":0.2844697321658107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387508477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547696,0.004314502,0.00020245867,0.03296881,0.00052565505,0.00071422243,0.00016600061,0.00003873447,0.0062999893],"genre_scores_gemma":[0.9800692,0.0005110705,0.00015488145,0.002029544,0.00015423314,0.000526367,0.000004594563,0.000014219436,0.016535891],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966842,0.0023430823,0.00031981137,0.00022446387,0.00021954319,0.00020890769],"domain_scores_gemma":[0.9939081,0.0055410885,0.00024873498,0.0001504371,0.00012367275,0.00002793394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018429909,0.00012732027,0.00017568817,0.000034939538,0.0011720108,0.000016285616,0.000351359,0.00013264148,0.00010608723],"category_scores_gemma":[0.0017525834,0.00007925177,0.00007036751,0.00016537802,0.00028716258,0.000040521172,0.00031681446,0.0010414025,0.000002399952],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083914096,0.00020001957,0.28125662,0.0001832552,0.0004296694,0.0000049967284,0.60527664,0.000051371007,0.0016135462,0.055383954,0.05202916,0.002731602],"study_design_scores_gemma":[0.0013435807,0.000106639076,0.04215501,0.0008503734,0.00012973226,0.00001718277,0.22894868,0.00015706584,0.00019844857,0.008396137,0.7173703,0.00032689056],"about_ca_topic_score_codex":0.00056158844,"about_ca_topic_score_gemma":0.0011377599,"teacher_disagreement_score":0.6653411,"about_ca_system_score_codex":0.00033236083,"about_ca_system_score_gemma":0.00007076857,"threshold_uncertainty_score":0.90142775},"labels":[],"label_agreement":null},{"id":"W4387517850","doi":"10.32920/24280147.v1","title":"Precarity, Opportunity, and Adaptation: Recently Arrived Immigrant and Refugee Experiences Navigating the Canadian Labour Market","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Immigration; Population; Precarity; Earnings; Demographic economics; Restructuring; Political science; Labour economics; Economics; Sociology; Demography","score_opus":0.15494872650698946,"score_gpt":0.40841839262670593,"score_spread":0.25346966611971644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387517850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89546585,0.0015472528,0.000009985093,0.079057634,0.0021660312,0.0020295375,0.00019563074,0.0002451439,0.01928292],"genre_scores_gemma":[0.96662533,0.0032473195,0.00035977637,0.0020429527,0.00037740718,0.0011585514,0.00008915878,0.000045396504,0.02605409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971969,0.0007148533,0.0006265398,0.00054586463,0.00032077875,0.000595063],"domain_scores_gemma":[0.9979515,0.00069815596,0.00032043096,0.00037992603,0.00024554727,0.0004044296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017910991,0.0003146523,0.00040490343,0.00008366857,0.0035573253,0.00010664038,0.00028649988,0.00036622258,0.0006431527],"category_scores_gemma":[0.0005683513,0.00021352258,0.000047863396,0.0001428357,0.00027756015,0.00008221023,0.001477527,0.0017114296,0.00001631694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005719578,0.000020998219,0.48373094,0.0013117236,0.0003674119,0.000044712193,0.40256357,0.0000037229725,0.0000033932822,0.0061633154,0.080350436,0.025382603],"study_design_scores_gemma":[0.0006212012,0.00007286205,0.5073815,0.0025212301,0.00011267319,0.0000038994376,0.38111654,0.00076439086,0.000003470132,0.014471344,0.09216308,0.0007678015],"about_ca_topic_score_codex":0.6329658,"about_ca_topic_score_gemma":0.94848114,"teacher_disagreement_score":0.31551534,"about_ca_system_score_codex":0.00014002086,"about_ca_system_score_gemma":0.001068937,"threshold_uncertainty_score":0.9977399},"labels":[],"label_agreement":null},{"id":"W4387527904","doi":"10.32920/24281926","title":"Navigating uncertainties: Evaluating the Shift of Canadian immigration policies during the COVID-19 pandemic","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Residence; Pandemic; Government (linguistics); Transition (genetics); Political science; Demographic economics; Immigration policy; Work (physics); Coronavirus disease 2019 (COVID-19); Economic growth; Business; Economics; Medicine","score_opus":0.270142440012625,"score_gpt":0.5104898955291012,"score_spread":0.24034745551647618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387527904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8873894,0.00034379744,0.000041270887,0.10696248,0.0010417948,0.0018444889,0.00012550704,0.00023590295,0.0020153383],"genre_scores_gemma":[0.98945814,0.00050773466,0.000030633117,0.003233672,0.0005714212,0.0008111148,0.00007967904,0.00004684434,0.0052607814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996417,0.0010876282,0.0009494412,0.0003647231,0.0004848174,0.000696416],"domain_scores_gemma":[0.995433,0.0028462238,0.00067797134,0.00066138356,0.00022502763,0.00015640332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036340214,0.00029534695,0.00040327827,0.00016921698,0.0044734553,0.000032464643,0.00060761755,0.00030353863,0.00022774858],"category_scores_gemma":[0.0020499057,0.00015885742,0.0001607873,0.0005150489,0.00021983997,0.00004265129,0.0010465061,0.0020385722,0.00004670235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015517246,0.000003608117,0.81443596,0.0010166554,0.00016761397,8.8125597e-7,0.17394283,0.0022345358,0.000053210555,0.001943128,0.005941475,0.00024460387],"study_design_scores_gemma":[0.0006414044,0.00007391107,0.65504456,0.002137377,0.00023363276,0.0000018987766,0.31332722,0.0014208053,0.000015834103,0.019900952,0.006579337,0.0006230502],"about_ca_topic_score_codex":0.9475515,"about_ca_topic_score_gemma":0.948226,"teacher_disagreement_score":0.15939136,"about_ca_system_score_codex":0.000823199,"about_ca_system_score_gemma":0.0020022495,"threshold_uncertainty_score":0.9968226},"labels":[],"label_agreement":null},{"id":"W4387527949","doi":"10.32920/24280147","title":"Precarity, Opportunity, and Adaptation: Recently Arrived Immigrant and Refugee Experiences Navigating the Canadian Labour Market","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Immigration; Precarity; Population; Earnings; Restructuring; Political science; Demographic economics; Labour economics; Economics; Sociology; Demography","score_opus":0.15494872650698946,"score_gpt":0.40841839262670593,"score_spread":0.25346966611971644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387527949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89546585,0.0015472528,0.000009985093,0.079057634,0.0021660312,0.0020295375,0.00019563074,0.0002451439,0.01928292],"genre_scores_gemma":[0.96662533,0.0032473195,0.00035977637,0.0020429527,0.00037740718,0.0011585514,0.00008915878,0.000045396504,0.02605409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971969,0.0007148533,0.0006265398,0.00054586463,0.00032077875,0.000595063],"domain_scores_gemma":[0.9979515,0.00069815596,0.00032043096,0.00037992603,0.00024554727,0.0004044296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017910991,0.0003146523,0.00040490343,0.00008366857,0.0035573253,0.00010664038,0.00028649988,0.00036622258,0.0006431527],"category_scores_gemma":[0.0005683513,0.00021352258,0.000047863396,0.0001428357,0.00027756015,0.00008221023,0.001477527,0.0017114296,0.00001631694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005719578,0.000020998219,0.48373094,0.0013117236,0.0003674119,0.000044712193,0.40256357,0.0000037229725,0.0000033932822,0.0061633154,0.080350436,0.025382603],"study_design_scores_gemma":[0.0006212012,0.00007286205,0.5073815,0.0025212301,0.00011267319,0.0000038994376,0.38111654,0.00076439086,0.000003470132,0.014471344,0.09216308,0.0007678015],"about_ca_topic_score_codex":0.6329658,"about_ca_topic_score_gemma":0.94848114,"teacher_disagreement_score":0.31551534,"about_ca_system_score_codex":0.00014002086,"about_ca_system_score_gemma":0.001068937,"threshold_uncertainty_score":0.9977399},"labels":[],"label_agreement":null},{"id":"W4387541980","doi":"10.1093/pq/pqad099","title":"Work Hours, Free Time, and Economic Output","year":2023,"lang":"en","type":"article","venue":"The Philosophical Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, San Diego; Queen's University; Rutgers, The State University of New Jersey; University of Ottawa; University of Hong Kong; Princeton University","keywords":"Ideal (ethics); Perfectionism (psychology); Value (mathematics); Law and economics; State (computer science); Positive economics; Work (physics); Economics; Law; Political science; Psychology; Social psychology; Computer science","score_opus":0.060605162117082285,"score_gpt":0.35163709819904077,"score_spread":0.2910319360819585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387541980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6498327,0.00013579518,0.0000032905834,0.33673137,0.0004609871,0.0004107518,0.000049513925,0.00035545326,0.012020105],"genre_scores_gemma":[0.99223447,0.00004469208,0.00000937352,0.0015404434,0.0015998223,0.00009211705,0.000016831922,0.000031682575,0.0044305767],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99858487,0.000257512,0.00031101317,0.00024869796,0.00013392894,0.00046400237],"domain_scores_gemma":[0.9985598,0.0007574776,0.00008032869,0.0004705173,0.00002313684,0.00010878251],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005468172,0.00016133011,0.0002488357,0.0000629011,0.00086869346,0.000014798397,0.0003104621,0.00012160128,0.00023671091],"category_scores_gemma":[0.000040794617,0.00010457713,0.00006247728,0.00014880994,0.00017867658,0.00006547325,0.0001628869,0.00044073784,0.0077267713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004154461,0.000093250055,0.10622284,0.00009456093,0.00043107913,0.000037897644,0.030160282,0.000010393164,0.00006572337,0.14550185,0.69104093,0.02592572],"study_design_scores_gemma":[0.0012273318,0.00040873437,0.22757266,0.00013905865,0.00006490581,0.0000013490687,0.00075525086,0.00009172368,0.0000010151207,0.7597337,0.009688352,0.00031591833],"about_ca_topic_score_codex":0.0000857998,"about_ca_topic_score_gemma":0.000043623775,"teacher_disagreement_score":0.6813526,"about_ca_system_score_codex":0.000036525,"about_ca_system_score_gemma":0.00002989785,"threshold_uncertainty_score":0.9930458},"labels":[],"label_agreement":null},{"id":"W4387542070","doi":"10.32920/24281926.v1","title":"Navigating uncertainties: Evaluating the Shift of Canadian immigration policies during the COVID-19 pandemic","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Residence; Pandemic; Transition (genetics); Government (linguistics); Demographic economics; Political science; Immigration policy; Work (physics); Coronavirus disease 2019 (COVID-19); Economic growth; Business; Economics; Medicine","score_opus":0.270142440012625,"score_gpt":0.5104898955291012,"score_spread":0.24034745551647618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387542070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8873894,0.00034379744,0.000041270887,0.10696248,0.0010417948,0.0018444889,0.00012550704,0.00023590295,0.0020153383],"genre_scores_gemma":[0.98945814,0.00050773466,0.000030633117,0.003233672,0.0005714212,0.0008111148,0.00007967904,0.00004684434,0.0052607814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996417,0.0010876282,0.0009494412,0.0003647231,0.0004848174,0.000696416],"domain_scores_gemma":[0.995433,0.0028462238,0.00067797134,0.00066138356,0.00022502763,0.00015640332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036340214,0.00029534695,0.00040327827,0.00016921698,0.0044734553,0.000032464643,0.00060761755,0.00030353863,0.00022774858],"category_scores_gemma":[0.0020499057,0.00015885742,0.0001607873,0.0005150489,0.00021983997,0.00004265129,0.0010465061,0.0020385722,0.00004670235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015517246,0.000003608117,0.81443596,0.0010166554,0.00016761397,8.8125597e-7,0.17394283,0.0022345358,0.000053210555,0.001943128,0.005941475,0.00024460387],"study_design_scores_gemma":[0.0006414044,0.00007391107,0.65504456,0.002137377,0.00023363276,0.0000018987766,0.31332722,0.0014208053,0.000015834103,0.019900952,0.006579337,0.0006230502],"about_ca_topic_score_codex":0.9475515,"about_ca_topic_score_gemma":0.948226,"teacher_disagreement_score":0.15939136,"about_ca_system_score_codex":0.000823199,"about_ca_system_score_gemma":0.0020022495,"threshold_uncertainty_score":0.9968226},"labels":[],"label_agreement":null},{"id":"W4387569630","doi":"10.21203/rs.3.rs-3408285/v1","title":"Health and non-health benefits and equity impacts of individual-level economic relief programs during epidemics/pandemics in high income settings: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; York University; University of Toronto","funders":"","keywords":"Medicine; Population; Global health; Equity (law); Public health; Social determinants of health; Population health; Environmental health; Pandemic; Economic growth; Disease; Infectious disease (medical specialty); Political science; Coronavirus disease 2019 (COVID-19); Nursing; Economics","score_opus":0.4073554512779268,"score_gpt":0.5822522241471175,"score_spread":0.1748967728691907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387569630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049376776,0.9766436,3.6824073e-7,0.0035388414,0.00014639525,0.013913398,0.00069299154,0.000090428744,0.00003626274],"genre_scores_gemma":[0.00024707062,0.99684715,0.000095946416,0.0002712727,0.00023837159,0.0016378956,0.00045278805,0.00014462402,0.00006484872],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9882942,0.0037714136,0.0035639203,0.0010888795,0.00086157396,0.0024200566],"domain_scores_gemma":[0.9928222,0.0035165946,0.0019128601,0.00068896357,0.0002446387,0.0008147514],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023944695,0.0006185465,0.0050020358,0.0010924819,0.001366816,0.000043337288,0.00055094576,0.0005450451,0.000008049673],"category_scores_gemma":[0.002382015,0.0005219782,0.00020414195,0.0011825584,0.00026124503,0.00019883225,0.003803505,0.0032288707,0.000029738403],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009119693,0.000026790565,0.027023796,0.6492804,0.00008351943,0.0000033673173,0.0013153447,1.1932993e-7,6.963737e-9,0.00014222837,0.00069029623,0.32142496],"study_design_scores_gemma":[0.00071474444,0.00044231815,0.012628841,0.97913516,0.000049863815,0.0000057410352,0.0006474468,0.0000012158604,2.2744116e-8,0.00018070333,0.005836153,0.0003578175],"about_ca_topic_score_codex":0.0053696125,"about_ca_topic_score_gemma":0.009780258,"teacher_disagreement_score":0.3298547,"about_ca_system_score_codex":0.0017238229,"about_ca_system_score_gemma":0.0063888705,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W4387576131","doi":"10.1080/21582041.2023.2268037","title":"Third places in precarious workers’ lives: a scoping review of associated social experiences and outcomes","year":2023,"lang":"en","type":"review","venue":"Contemporary Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Precarity; Sociology; Social exclusion; Thematic analysis; Agency (philosophy); Precarious work; Social connectedness; Social isolation; Structure and agency; Public relations; Aotearoa; Qualitative research; Political science; Social psychology; Gender studies; Work (physics); Social science; Psychology","score_opus":0.26641134875490363,"score_gpt":0.521902523030364,"score_spread":0.25549117427546036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387576131","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054718537,0.9833648,2.8893234e-7,0.00049495295,0.00071562495,0.0034838198,0.000037060832,0.000120647164,0.011235611],"genre_scores_gemma":[0.0018857,0.9952241,0.000004019653,0.00027479033,0.00014868025,0.0011648796,0.000018850315,0.0000308527,0.0012480909],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949818,0.001164034,0.0017201992,0.0006717284,0.00076845783,0.0006937399],"domain_scores_gemma":[0.99631053,0.0015373131,0.0016995891,0.00016123467,0.0001985852,0.00009273777],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004081473,0.0004177917,0.003086713,0.000318522,0.0020433017,0.000031590036,0.00070888683,0.00032365992,0.000026978758],"category_scores_gemma":[0.0020643852,0.00031882364,0.00030864865,0.0022275662,0.0014102214,0.00038075802,0.000762529,0.0006762612,0.000016895174],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014584841,0.000118196134,0.06518312,0.4720752,0.00027541124,0.000031100764,0.33791664,3.3386272e-9,1.554998e-7,0.00046582564,0.014502752,0.10941702],"study_design_scores_gemma":[0.0003934107,0.000055689896,0.0051378026,0.9197618,0.00013850658,2.041601e-7,0.03836907,1.9902234e-7,4.099228e-8,0.00009785393,0.0354838,0.00056164555],"about_ca_topic_score_codex":0.0005705807,"about_ca_topic_score_gemma":0.00039889984,"teacher_disagreement_score":0.44768658,"about_ca_system_score_codex":0.00028117455,"about_ca_system_score_gemma":0.0036615776,"threshold_uncertainty_score":0.9999264},"labels":[],"label_agreement":null},{"id":"W4387581876","doi":"10.1016/s0140-6736(23)00871-1","title":"Work as a social determinant of health in high-income countries: past, present, and future","year":2023,"lang":"en","type":"review","venue":"The Lancet","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Health equity; Workforce; Economic growth; Social determinants of health; Socioeconomic status; Work (physics); Political science; Development economics; Health care; Medicine; Environmental health; Population; Economics","score_opus":0.1373928063898478,"score_gpt":0.47832841581404006,"score_spread":0.34093560942419227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387581876","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020199902,0.94523203,2.4481062e-7,0.05148991,0.000748984,0.0015843883,0.00022379498,0.00006078185,0.0004578409],"genre_scores_gemma":[0.000025319903,0.9869717,0.000005553869,0.0004310678,0.010449363,0.00035908126,0.00003498335,0.000044246575,0.0016787171],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969204,0.001192426,0.0008730088,0.00023594772,0.00019148247,0.0005867406],"domain_scores_gemma":[0.99800146,0.0008330629,0.00075135747,0.00034091607,0.000037833397,0.000035351546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015199889,0.00026146264,0.0027542198,0.00009180925,0.0006092834,0.00000748872,0.00034307298,0.00024650866,0.000039914215],"category_scores_gemma":[0.000023226583,0.00014605989,0.00010774429,0.00040567957,0.000114891205,0.000024447862,0.00037140917,0.00077448704,0.00008959168],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007890705,0.000021807908,0.0103364885,0.101791,0.0002694618,0.000011828964,0.009905383,2.1742984e-8,1.8691162e-9,0.004283339,0.34904355,0.5242582],"study_design_scores_gemma":[0.0004080947,0.000033370256,0.014277641,0.018152941,0.00007938408,5.53311e-7,0.0003978804,3.3576924e-8,1.3864743e-9,0.00058245106,0.9659449,0.00012273446],"about_ca_topic_score_codex":0.0005566811,"about_ca_topic_score_gemma":0.00026448263,"teacher_disagreement_score":0.6169014,"about_ca_system_score_codex":0.000111040456,"about_ca_system_score_gemma":0.00030723316,"threshold_uncertainty_score":0.5956149},"labels":[],"label_agreement":null},{"id":"W4387635575","doi":"10.1787/8a184489-en","title":"ALMP spending per unemployed person in Canada has fallen in the decade to 2019","year":2022,"lang":"en","type":"other","venue":"Connecting people with jobs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Economics; Labour economics","score_opus":0.059958616841568946,"score_gpt":0.33964246714268653,"score_spread":0.2796838503011176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387635575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6023318,0.002008225,0.000011795289,0.03084133,0.0023987507,0.0045198374,0.00016035345,0.00023132788,0.3574966],"genre_scores_gemma":[0.7527774,0.00012530613,0.00012485575,0.0037452027,0.0007873629,0.0011366836,0.00011989913,0.00078748254,0.24039583],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701774,0.00064642826,0.00039945453,0.00057048025,0.00049257703,0.0008733247],"domain_scores_gemma":[0.99799246,0.0011623487,0.00028269013,0.00044848362,0.000026131178,0.000087896224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073846075,0.00038802138,0.0006447737,0.00036928593,0.00090222765,0.000021583606,0.00052054273,0.00015336777,0.0080243],"category_scores_gemma":[0.000285034,0.00027982617,0.000047472953,0.0005695676,0.000018345705,0.00003196361,0.00025576685,0.0013895563,0.000090720896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032402335,0.000017415894,0.55819154,0.00012131146,0.000041164916,0.000040013743,0.035639588,0.00003275425,0.000001066468,0.00008912556,0.40563846,0.00015517182],"study_design_scores_gemma":[0.0009776354,0.00009947976,0.19627556,0.0007873763,0.00003311069,0.0000045834045,0.17108653,0.0000065516297,2.8755986e-7,0.0000075588055,0.6302576,0.00046371834],"about_ca_topic_score_codex":0.9765814,"about_ca_topic_score_gemma":0.9995689,"teacher_disagreement_score":0.36191598,"about_ca_system_score_codex":0.0012990836,"about_ca_system_score_gemma":0.0011710514,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W4387637045","doi":"10.1787/2264f3eb-en","title":"Executive summary","year":2022,"lang":"en","type":"book-chapter","venue":"Getting skills right","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Globalization; Pandemic; Context (archaeology); Labour economics; Population ageing; Business; Population; Supply and demand; Economics; Coronavirus disease 2019 (COVID-19); Marketing; Market economy; Sociology; Geography","score_opus":0.022627287836597405,"score_gpt":0.33683556902254863,"score_spread":0.31420828118595123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387637045","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000050760504,0.0021438757,0.000004795638,0.0031119273,0.0027880298,0.0009453546,0.00026877588,0.00036019422,0.9903263],"genre_scores_gemma":[0.00013688114,0.0009781861,0.00009847197,0.002450426,0.001569612,0.00017335593,0.00041873063,0.00015732575,0.994017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714077,0.00017346418,0.00076155434,0.00063639286,0.0005425846,0.0007452222],"domain_scores_gemma":[0.99762213,0.00095595437,0.0006165472,0.00053545716,0.00015331991,0.00011660448],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005464324,0.00051289744,0.0007173683,0.00021147555,0.0028839908,0.000008722782,0.00035872063,0.0004477962,0.022711176],"category_scores_gemma":[0.00008873816,0.00043372856,0.00026905452,0.000044641245,0.00012387698,0.00008209594,0.0008435807,0.0021035874,0.0013681138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001486219,0.000022165586,0.0011398833,0.00018605732,0.00024851062,0.00011459351,0.002735962,3.686171e-7,0.0000021814938,0.25197944,0.74204093,0.0015150262],"study_design_scores_gemma":[0.00034837957,0.00005184176,0.00024063962,0.00079957,0.00010923104,0.0000017739557,0.00013701827,3.1395817e-7,0.0000026881914,0.03463585,0.9631601,0.0005126257],"about_ca_topic_score_codex":0.00009684376,"about_ca_topic_score_gemma":0.000104229344,"teacher_disagreement_score":0.22111914,"about_ca_system_score_codex":0.0004060901,"about_ca_system_score_gemma":0.00022095925,"threshold_uncertainty_score":0.9998115},"labels":[],"label_agreement":null},{"id":"W4387676116","doi":"10.1016/j.euroecorev.2023.104614","title":"Temporary foreign work permits: Honing the tools to defeat human smuggling","year":2023,"lang":"en","type":"article","venue":"European Economic Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Agence Française de Développement; Agence Nationale de la Recherche","keywords":"Honing; Work (physics); Economics; Engineering; Mechanical engineering","score_opus":0.19233713854616463,"score_gpt":0.4185858797240893,"score_spread":0.22624874117792465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387676116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21860911,0.042485602,0.000012797917,0.016019473,0.000994134,0.0030111752,0.000025726116,0.00061558187,0.71822643],"genre_scores_gemma":[0.6621093,0.14466147,0.00016297925,0.06338911,0.005691312,0.0011611525,0.00030213193,0.00054670376,0.12197582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728024,0.00093505945,0.00083622744,0.00036440307,0.000076704964,0.0005073769],"domain_scores_gemma":[0.99860245,0.00044126745,0.00024940542,0.0005710998,0.000029185208,0.000106583175],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030042548,0.0002156394,0.00044976472,0.00006612511,0.0015073171,0.0000335435,0.00047280008,0.000026026744,0.00068235706],"category_scores_gemma":[0.00022032838,0.00014756071,0.00016066594,0.00024538548,0.000037490423,0.00013836184,0.00058608904,0.00034175115,0.024992598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049924356,0.0000053062063,0.10977078,0.0009647091,0.000064218126,0.000018198516,0.0013851511,0.000014415169,0.000004555,0.0031238324,0.8523416,0.03230226],"study_design_scores_gemma":[0.0001572843,0.000027121716,0.05633972,0.005798378,0.00003870978,7.2658486e-7,0.0007526701,0.0000012355341,5.8823827e-7,0.000118027456,0.93655837,0.00020718604],"about_ca_topic_score_codex":0.000021640013,"about_ca_topic_score_gemma":0.00001860207,"teacher_disagreement_score":0.5962506,"about_ca_system_score_codex":0.00011047588,"about_ca_system_score_gemma":0.000042989814,"threshold_uncertainty_score":0.9997926},"labels":[],"label_agreement":null},{"id":"W4387726549","doi":"10.1787/311c30be-en","title":"Participation rates and unemployment rates by age and sex: Canada","year":2020,"lang":"en","type":"other","venue":"OECD labour force statistics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Demographic economics; Demography; Unemployment rate; Geography; Economics; Sociology; Economic growth","score_opus":0.029115711160396594,"score_gpt":0.3682271726916588,"score_spread":0.3391114615312622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387726549","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040331364,0.045112714,0.010714069,0.032969832,0.008447762,0.014716925,0.16669384,0.0019183891,0.6790951],"genre_scores_gemma":[0.007881036,0.0024675801,0.00088603306,0.0023050457,0.00032368803,0.00016746944,0.0013084223,0.0003208358,0.9843399],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842095,0.0001785274,0.00036788068,0.00034393437,0.00024020612,0.00044851485],"domain_scores_gemma":[0.99896795,0.00036497458,0.00028581504,0.00014482717,0.000032816006,0.00020360026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000096348354,0.00032249396,0.00047511564,0.000040337458,0.00041542915,0.00002326711,0.00007429981,0.0001701267,0.0015724313],"category_scores_gemma":[0.000084974075,0.000287026,0.000011290023,0.00005001637,0.00010053135,0.000020665855,0.00013854976,0.00031398272,0.000023071841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000837789,0.000009152556,0.022790745,0.00066962535,0.00011572171,0.000041684845,0.00071119634,1.8770312e-7,0.000011019655,0.007994927,0.966177,0.0014703943],"study_design_scores_gemma":[0.0005532362,0.00008051942,0.0061842413,0.0001676617,0.000108459375,2.3600182e-7,0.0005976281,0.000033778244,0.000011700858,0.00091933785,0.99101007,0.00033315938],"about_ca_topic_score_codex":0.24105196,"about_ca_topic_score_gemma":0.5700583,"teacher_disagreement_score":0.3290063,"about_ca_system_score_codex":0.00008117262,"about_ca_system_score_gemma":0.00024086151,"threshold_uncertainty_score":0.9999582},"labels":[],"label_agreement":null},{"id":"W4387864273","doi":"10.1787/9789264300477-graph35-en","title":"Employment rates of Indigenous and non-Indigenous identity populations, ages 15-64, most-populated Canadian metropolitan areas, 2016","year":2018,"lang":"en","type":"other","venue":"OECD reviews on local job creation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Metropolitan area; Geography; Identity (music); Socioeconomics; Ethnology; Sociology; Archaeology; Biology; Ecology","score_opus":0.05435142140832961,"score_gpt":0.41191057901249856,"score_spread":0.35755915760416895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387864273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0574837,0.2093313,0.00200079,0.0018431642,0.0053713797,0.029258423,0.0027527486,0.0006765546,0.6912819],"genre_scores_gemma":[0.05677659,0.116524175,0.00062215375,0.0015341744,0.0018689936,0.0010958044,0.004857912,0.0009212675,0.81579894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961253,0.00076537445,0.0012931916,0.0006046054,0.0004357894,0.00077575346],"domain_scores_gemma":[0.997512,0.00008906686,0.0011517757,0.00065450364,0.00022333945,0.00036932188],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084636145,0.0006047355,0.0013590025,0.0008204649,0.0010690794,0.000027389762,0.00028044934,0.0006703245,0.002819427],"category_scores_gemma":[0.00014545987,0.0004768369,0.00016212872,0.00033282116,0.00023471289,0.00013759917,0.000099457255,0.00039444995,0.0015654273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034927594,0.00011484691,0.36739796,0.0015602628,0.00030354538,0.000008828561,0.0020358446,7.68276e-7,0.0000062104555,0.0010000997,0.6047476,0.02278907],"study_design_scores_gemma":[0.0006282135,0.00039417951,0.17181842,0.005102115,0.00044780588,0.0000015550195,0.0006144496,0.0000039127526,0.000008950675,0.00056311145,0.81977755,0.000639738],"about_ca_topic_score_codex":0.66059285,"about_ca_topic_score_gemma":0.7310398,"teacher_disagreement_score":0.21502993,"about_ca_system_score_codex":0.0013206829,"about_ca_system_score_gemma":0.00047354025,"threshold_uncertainty_score":0.9997683},"labels":[],"label_agreement":null},{"id":"W4387892913","doi":"10.1177/27551938231208339","title":"Tribute to Barbara Ehrenreich: Fighting for Labor Through Critical Research Journalism","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tribute; Journalism; Relevance (law); Sociology; Media studies; Political science; Law","score_opus":0.2416979115451625,"score_gpt":0.5994697972723728,"score_spread":0.3577718857272103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387892913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58094037,0.002447311,0.000054329368,0.41290942,0.0025535428,0.0006985272,0.000282974,0.00002541906,0.000088092485],"genre_scores_gemma":[0.9665949,0.005517635,0.0011190358,0.022190701,0.00382003,0.00006103848,0.00002954186,0.00004871032,0.0006184523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950562,0.00062878913,0.0021250988,0.000214048,0.0010237416,0.00095209636],"domain_scores_gemma":[0.99392617,0.0015901128,0.0011820357,0.000083813975,0.002820728,0.0003971661],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007636277,0.00015931035,0.0007670017,0.0004893753,0.0021887207,0.00003565353,0.00048523105,0.00013362397,0.000034720208],"category_scores_gemma":[0.0004855619,0.0001332215,0.00012249126,0.00039133918,0.00009435963,0.0003427158,0.00024837084,0.000587188,0.000015569995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037095605,0.00044224501,0.33115658,0.01842638,0.00040585446,0.00009299012,0.30591553,0.0000034017341,0.00012115302,0.020040324,0.2315108,0.08817517],"study_design_scores_gemma":[0.0044806683,0.0029850642,0.45988718,0.008058612,0.000026448062,0.000028531942,0.08273185,0.00010525612,0.000045885437,0.030900726,0.41041914,0.0003306647],"about_ca_topic_score_codex":0.0010659114,"about_ca_topic_score_gemma":0.0007544955,"teacher_disagreement_score":0.39071873,"about_ca_system_score_codex":0.0002467333,"about_ca_system_score_gemma":0.0013677649,"threshold_uncertainty_score":0.9991103},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4387901002","doi":"10.1093/eurpub/ckad160.1314","title":"A Comparative Study of Financial Support and Resilience of Self-Employed people in Sweden and Canada","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychological resilience; Government (linguistics); Resilience (materials science); Welfare; Pandemic; Coronavirus disease 2019 (COVID-19); Financial crisis; Psychology; Business; Political science; Economics; Social psychology; Medicine","score_opus":0.11709819589243918,"score_gpt":0.40946790644291253,"score_spread":0.29236971055047334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387901002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932027,0.00012263292,0.0000071347285,0.0051824925,0.00017782614,0.0003499791,0.000013089681,0.000008992157,0.00093516865],"genre_scores_gemma":[0.9992911,0.00025449702,0.00003550561,0.00020718972,0.00006267788,0.0000022600077,0.0000013250092,0.000009619745,0.00013578808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99483705,0.0032105886,0.0011180507,0.0001284706,0.0003455137,0.00036030615],"domain_scores_gemma":[0.99826217,0.00035567716,0.000798912,0.00010067996,0.00027001285,0.00021256723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071594217,0.000096985525,0.00056034187,0.00023776735,0.00024010417,0.0000044483572,0.00014169203,0.000014050047,0.000013681827],"category_scores_gemma":[0.00036549845,0.00007761612,0.000016580261,0.0004208044,0.00004212506,0.00010894708,0.00016262986,0.00033369055,0.0000012107805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000208648,0.00014249035,0.8879745,0.0001670965,0.000024955989,0.000037394493,0.09136781,0.0000019786382,0.000005864255,0.000075110234,0.019249778,0.00093213184],"study_design_scores_gemma":[0.0014348064,0.0013672436,0.9531594,0.00010270024,0.0000054504426,0.0000032851694,0.040354185,0.0000045330803,6.9280986e-7,0.00000852019,0.003508149,0.000051045725],"about_ca_topic_score_codex":0.08189266,"about_ca_topic_score_gemma":0.585968,"teacher_disagreement_score":0.50407535,"about_ca_system_score_codex":0.00009872883,"about_ca_system_score_gemma":0.0023879737,"threshold_uncertainty_score":0.9242211},"labels":[],"label_agreement":null},{"id":"W4387906890","doi":"10.1177/10242589231206362","title":"Introduction. Making work better","year":2023,"lang":"en","type":"article","venue":"Transfer European Review of Labour and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Work (physics); Premise; Quality (philosophy); Key (lock); Variety (cybernetics); Order (exchange); Computer science; European union; Engineering ethics; Management science; Knowledge management; Business; Engineering; Artificial intelligence; Epistemology","score_opus":0.15869437921958687,"score_gpt":0.4872732774362005,"score_spread":0.3285788982166137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387906890","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58736503,0.11011402,0.00006432173,0.2219487,0.0007414977,0.0021557983,0.000045446504,0.00028448954,0.077280685],"genre_scores_gemma":[0.43262476,0.5144928,0.00006213744,0.0030945658,0.002464018,0.00008855381,0.000026578593,0.000083133666,0.047063433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963195,0.0021372861,0.00043145876,0.00024493187,0.0003968648,0.00046997957],"domain_scores_gemma":[0.99906707,0.00029863795,0.000019651006,0.0002482327,0.0003058482,0.0000605715],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005922888,0.00009908739,0.0002811734,0.00016009618,0.0006437751,0.000006724282,0.0001654545,0.000028939832,0.0013188721],"category_scores_gemma":[0.00018354518,0.0000686663,0.0000583106,0.0010496117,0.00016020218,0.000049072158,0.00014569888,0.0006150814,0.0011640055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007669591,0.000054779346,0.056205753,0.061423097,0.00014094425,0.000052346306,0.006580036,2.53011e-7,0.00041534545,0.019608103,0.7534518,0.101990856],"study_design_scores_gemma":[0.00020351971,0.000041866722,0.1911855,0.007134168,0.000012615985,4.8725036e-7,0.00032509575,1.325751e-7,0.000009281929,0.00011722017,0.80089784,0.00007228686],"about_ca_topic_score_codex":0.000011314215,"about_ca_topic_score_gemma":0.0000033175538,"teacher_disagreement_score":0.4043788,"about_ca_system_score_codex":0.000012852203,"about_ca_system_score_gemma":0.000027779593,"threshold_uncertainty_score":0.9996137},"labels":[],"label_agreement":null},{"id":"W4387907214","doi":"10.1177/10242589231206788","title":"Introduction : Améliorer le travail","year":2023,"lang":"fr","type":"article","venue":"Transfer European Review of Labour and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Humanities; Political science; Philosophy","score_opus":0.10206508737630553,"score_gpt":0.4390735785749164,"score_spread":0.33700849119861087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387907214","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109454274,0.5456362,0.000027491305,0.3178521,0.001188088,0.0014546381,0.00013902616,0.00009425326,0.024153925],"genre_scores_gemma":[0.04154025,0.7680624,0.000012761197,0.00049013697,0.0015016411,0.000026022988,0.000030442538,0.000058878224,0.18827747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98895276,0.008198721,0.00082023547,0.00047428478,0.0006679157,0.0008860744],"domain_scores_gemma":[0.9981532,0.00050612213,0.000038118134,0.0004090348,0.0006857776,0.00020772593],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014287621,0.00021539076,0.0005791752,0.00028615352,0.0008874239,0.00001809859,0.00026794808,0.00010187371,0.0025173724],"category_scores_gemma":[0.0004322456,0.00017362794,0.00014154667,0.001639836,0.0008018564,0.0001332423,0.0001937457,0.0012865479,0.0023190824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050092665,0.0001514414,0.0007863519,0.11230697,0.0001315405,0.00004747123,0.009387025,3.3341107e-7,0.00047196134,0.04361944,0.59678084,0.23626654],"study_design_scores_gemma":[0.00056161487,0.00022464189,0.0771436,0.016004227,0.000051631563,0.00000353077,0.0021176245,0.000001645114,0.00005091372,0.0001867396,0.9034987,0.00015512704],"about_ca_topic_score_codex":0.00048914924,"about_ca_topic_score_gemma":0.000072704795,"teacher_disagreement_score":0.31736198,"about_ca_system_score_codex":0.00002800231,"about_ca_system_score_gemma":0.00016467377,"threshold_uncertainty_score":0.99845773},"labels":[],"label_agreement":null},{"id":"W4387936029","doi":"10.18092/ulikidince.1286326","title":"A Socioeconomic Perspective on Suicide Cases: Studies on a Group of Middle-Income Countries","year":2023,"lang":"en","type":"article","venue":"Uluslararası İktisadi ve İdari İncelemeler Dergisi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Socioeconomic status; Per capita; Demography; Per capita income; Population; Quarter (Canadian coin); Demographic economics; Suicide rates; Economics; Psychology; Socioeconomics; Geography; Suicide prevention; Medicine; Sociology; Economic growth; Poison control; Medical emergency","score_opus":0.09394659809177469,"score_gpt":0.42559952544898244,"score_spread":0.33165292735720775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387936029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681909,0.0031467117,0.000014814041,0.011203379,0.0026169799,0.0020390223,0.0003845595,0.00064430025,0.011759302],"genre_scores_gemma":[0.9854779,0.0025424366,0.00010282848,0.0026914796,0.0007594504,0.0007744005,0.00005879641,0.00014787493,0.0074447864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940101,0.0007336278,0.0016503035,0.0011812395,0.0008122422,0.0016124687],"domain_scores_gemma":[0.99231327,0.004857353,0.0009288591,0.0009550566,0.00070995913,0.00023549232],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015584979,0.0008051407,0.0015472581,0.0007558502,0.0020876816,0.000039110655,0.0005960074,0.0004105144,0.00061457214],"category_scores_gemma":[0.0010441223,0.00071452884,0.00042100734,0.0007094254,0.0007362626,0.00033360094,0.00048433305,0.0011440692,0.0037826078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024367266,0.00047255296,0.50090575,0.0018209352,0.003265318,0.00063304696,0.10605341,0.000373185,0.0001089607,0.2911936,0.09219507,0.00054144225],"study_design_scores_gemma":[0.014126921,0.006679068,0.47532293,0.008564875,0.00092554325,0.00003159402,0.3709434,0.0003095231,0.0010606713,0.055369586,0.06284608,0.0038197974],"about_ca_topic_score_codex":0.0013991818,"about_ca_topic_score_gemma":0.003843714,"teacher_disagreement_score":0.26489,"about_ca_system_score_codex":0.0014265905,"about_ca_system_score_gemma":0.00038126626,"threshold_uncertainty_score":0.99953055},"labels":[],"label_agreement":null},{"id":"W4388016879","doi":"10.1920/wp/ifs.2023.3123","title":"The effect of reducing welfare access on employment, health, and children's long-run outcomes","year":2023,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Biotech (Canada); University of Victoria; Carleton University; University of Toronto; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Welfare; Labour economics; Economics; Demographic economics; Business","score_opus":0.11945514531156483,"score_gpt":0.4980057008035524,"score_spread":0.3785505554919876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388016879","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54537505,0.014195936,0.000008592271,0.16108201,0.022174757,0.019516049,0.0007689826,0.0019562477,0.23492238],"genre_scores_gemma":[0.39214692,0.07415272,0.0000109252915,0.0019038115,0.0026876403,0.0027041102,0.0010455356,0.0007190503,0.5246293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99464905,0.0010037293,0.0014709155,0.00072678574,0.0011556821,0.000993836],"domain_scores_gemma":[0.9941345,0.003168744,0.0013244456,0.0008772798,0.0002671965,0.00022786463],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033265871,0.0006484126,0.0016473483,0.0002793531,0.0036371201,0.000043313223,0.00054230494,0.00043375144,0.00012290609],"category_scores_gemma":[0.0014132311,0.0003393423,0.00029460934,0.0003086436,0.00017194814,0.000082091385,0.0010575361,0.0013208021,0.000057141668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006822634,0.0000150139485,0.79260635,0.0014432847,0.00059020135,0.0000034525135,0.0003999458,9.133859e-7,5.6112853e-8,0.00017025022,0.1920164,0.012685912],"study_design_scores_gemma":[0.0009824248,0.0009793835,0.9411877,0.0024103774,0.00015039904,0.0000023891398,0.0004405597,4.602624e-7,0.000006465733,0.000045199922,0.053414896,0.0003797378],"about_ca_topic_score_codex":0.02090489,"about_ca_topic_score_gemma":0.0025162618,"teacher_disagreement_score":0.28970692,"about_ca_system_score_codex":0.00037535132,"about_ca_system_score_gemma":0.00068311126,"threshold_uncertainty_score":0.9999059},"labels":[],"label_agreement":null},{"id":"W4388046586","doi":"10.1177/00221856231191259","title":"The brave new world of unstable jobs hiding in plain sight: A reply to Murphy and Turner","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Sight; Industrial relations; Order (exchange); Work (physics); Sociology; Industrial Revolution; Set (abstract data type); Economics; Political science; Law","score_opus":0.1456693669126715,"score_gpt":0.40656847265419466,"score_spread":0.2608991057415232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388046586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82798004,0.00039706592,0.000052064213,0.16072805,0.0016418679,0.00067999907,0.000011154752,0.000022594033,0.008487173],"genre_scores_gemma":[0.96098244,0.00020793646,0.00014220868,0.0005724156,0.0014136155,0.000013769123,0.0000024498836,0.00002148159,0.036643665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827874,0.0002569891,0.0008820592,0.00008440455,0.00024335335,0.00025444909],"domain_scores_gemma":[0.9967637,0.0023841688,0.0004749086,0.0001078946,0.00014973481,0.00011961635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016526039,0.00008289981,0.00024836225,0.00043842234,0.0006034607,0.000014816694,0.000109118766,0.00010089513,0.00006287752],"category_scores_gemma":[0.002670732,0.00005387688,0.000058749993,0.0011515314,0.00003251396,0.00014727628,0.000097417804,0.00084366463,0.000016507483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021042237,0.000016192727,0.39756462,0.000006020701,0.00007974222,0.000008883857,0.0071383067,0.0003799319,0.00011844284,0.0047231037,0.58525395,0.004500402],"study_design_scores_gemma":[0.003735581,0.00030800523,0.13353749,0.0014056246,0.00007887423,0.000002926538,0.009214491,0.00006770604,0.000060451777,0.0079156915,0.84351176,0.00016141291],"about_ca_topic_score_codex":0.0003834,"about_ca_topic_score_gemma":0.001190917,"teacher_disagreement_score":0.26402712,"about_ca_system_score_codex":0.00010946568,"about_ca_system_score_gemma":0.0003234758,"threshold_uncertainty_score":0.46413928},"labels":[],"label_agreement":null},{"id":"W4388088326","doi":"10.1920/wp.ifs.2023.3123","title":"The effect of reducing welfare access on employment, health, and children's long-run outcomes","year":2023,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Biotech (Canada); University of Victoria; Carleton University; University of Toronto; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Welfare; Labour economics; Demographic economics; Economics; Business; Psychology","score_opus":0.11945514531156483,"score_gpt":0.4980057008035524,"score_spread":0.3785505554919876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388088326","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54537505,0.014195936,0.000008592271,0.16108201,0.022174757,0.019516049,0.0007689826,0.0019562477,0.23492238],"genre_scores_gemma":[0.39214692,0.07415272,0.0000109252915,0.0019038115,0.0026876403,0.0027041102,0.0010455356,0.0007190503,0.5246293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99464905,0.0010037293,0.0014709155,0.00072678574,0.0011556821,0.000993836],"domain_scores_gemma":[0.9941345,0.003168744,0.0013244456,0.0008772798,0.0002671965,0.00022786463],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033265871,0.0006484126,0.0016473483,0.0002793531,0.0036371201,0.000043313223,0.00054230494,0.00043375144,0.00012290609],"category_scores_gemma":[0.0014132311,0.0003393423,0.00029460934,0.0003086436,0.00017194814,0.000082091385,0.0010575361,0.0013208021,0.000057141668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006822634,0.0000150139485,0.79260635,0.0014432847,0.00059020135,0.0000034525135,0.0003999458,9.133859e-7,5.6112853e-8,0.00017025022,0.1920164,0.012685912],"study_design_scores_gemma":[0.0009824248,0.0009793835,0.9411877,0.0024103774,0.00015039904,0.0000023891398,0.0004405597,4.602624e-7,0.000006465733,0.000045199922,0.053414896,0.0003797378],"about_ca_topic_score_codex":0.02090489,"about_ca_topic_score_gemma":0.0025162618,"teacher_disagreement_score":0.28970692,"about_ca_system_score_codex":0.00037535132,"about_ca_system_score_gemma":0.00068311126,"threshold_uncertainty_score":0.9999059},"labels":[],"label_agreement":null},{"id":"W4388185313","doi":"10.54932/qymj5601","title":"LES FACETTES DU TRAVAIL EN MODE HYBRIDE. Résultats d’un deuxième questionnaire distribué auprès d’employés dans le cadre d’un projet longitudinal de recherche","year":2023,"lang":"fr","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"HEC Montréal; Hydro-Québec; Autorité des Marchés Financiers; Université du Québec à Montréal; Université de Sherbrooke; Université du Québec à Trois-Rivières; Concordia University; Polytechnique Montréal; Université Laval","keywords":"Humanities; Political science; Art","score_opus":0.27908349256522536,"score_gpt":0.4505390981495667,"score_spread":0.17145560558434136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388185313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62759364,0.025726907,0.061685503,0.1444239,0.009944525,0.013077543,0.0066077868,0.0068716276,0.10406859],"genre_scores_gemma":[0.550812,0.0394237,0.003905507,0.00046037222,0.004534114,0.0029303003,0.0029337099,0.0008434392,0.39415687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97959805,0.009837072,0.0032160322,0.0023911365,0.0017268257,0.0032309054],"domain_scores_gemma":[0.98975724,0.0047647385,0.0014681688,0.0013872886,0.0017547802,0.0008677723],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.010813658,0.0021183218,0.0027031763,0.00045777796,0.005718241,0.00016884584,0.0013613253,0.0042889975,0.0011514035],"category_scores_gemma":[0.008754785,0.0019139432,0.000978003,0.0013117357,0.0010086775,0.0005046991,0.0013346326,0.0074186027,0.00088477833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014672083,0.0007895923,0.75250906,0.00369872,0.0019429818,0.00088927394,0.020605164,0.000090803085,0.00016522384,0.00704368,0.15453668,0.05758211],"study_design_scores_gemma":[0.0026205573,0.000554588,0.8463737,0.007467188,0.0018371901,0.00040501126,0.036527492,0.0004762447,0.0008690586,0.0112654595,0.08833674,0.0032667946],"about_ca_topic_score_codex":0.16891271,"about_ca_topic_score_gemma":0.06919327,"teacher_disagreement_score":0.2900883,"about_ca_system_score_codex":0.005860129,"about_ca_system_score_gemma":0.006150162,"threshold_uncertainty_score":0.9998931},"labels":[],"label_agreement":null},{"id":"W4388197339","doi":"10.1007/978-3-031-39378-5_15","title":"Vulnerability, Interest Convergence, and the COVID-19 Pandemic: Lessons from the Future","year":2023,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Vulnerability (computing); Convergence (economics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computer science; Medicine; Computer security; Economics; Economic growth; Infectious disease (medical specialty); Outbreak","score_opus":0.2374019602367702,"score_gpt":0.4565625579254893,"score_spread":0.21916059768871907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388197339","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015861753,0.0068325377,0.0003513079,0.55480564,0.020740747,0.0054818587,0.0025891578,0.0013070677,0.39202997],"genre_scores_gemma":[0.17025045,0.010205743,0.000025443374,0.024962878,0.0019927998,0.00036214414,0.00013144518,0.00009804279,0.791971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970251,0.00041462175,0.00061909045,0.00080973224,0.000567383,0.0005641028],"domain_scores_gemma":[0.99329007,0.0048548207,0.0003783844,0.00080280966,0.00043763133,0.00023629822],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0040102135,0.00040658985,0.0005288035,0.00011841307,0.0044652703,0.00008320571,0.0014494654,0.00038397202,0.001011768],"category_scores_gemma":[0.0018455833,0.00017759445,0.0001226593,0.00033815447,0.0061065014,0.000121031255,0.001100469,0.002501469,0.00046943617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014540658,0.0000073128904,0.028454725,0.00005018128,0.00011056552,0.000010699415,0.01129508,7.869741e-7,0.0000294844,0.8055544,0.15114129,0.0032001],"study_design_scores_gemma":[0.00066149794,0.000027366668,0.0028495318,0.0003243268,0.00008040669,0.0000030763695,0.007793309,0.000039401333,0.0000012039609,0.17411976,0.81381875,0.00028136195],"about_ca_topic_score_codex":0.00394729,"about_ca_topic_score_gemma":0.030727599,"teacher_disagreement_score":0.66267747,"about_ca_system_score_codex":0.0003158487,"about_ca_system_score_gemma":0.0014257288,"threshold_uncertainty_score":0.9999014},"labels":[],"label_agreement":null},{"id":"W4388197971","doi":"10.1007/978-3-031-39378-5_13","title":"Pandemic Necropolitics: Vulnerability, Resilience, and the Crisis of Marginalization in the Liberal Democratic State","year":2023,"lang":"en","type":"book-chapter","venue":"Integrated science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vulnerability (computing); Resilience (materials science); State (computer science); Democracy; Political science; Pandemic; Political economy; Development economics; Coronavirus disease 2019 (COVID-19); Sociology; Law; Medicine; Politics; Economics; Computer security","score_opus":0.059604648145552004,"score_gpt":0.38900603596476524,"score_spread":0.32940138781921324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388197971","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16370986,0.0015765971,0.0004934367,0.03803243,0.0022043532,0.0066640894,0.0002595351,0.00031742733,0.78674227],"genre_scores_gemma":[0.4724869,0.0027446703,0.000055450815,0.0024630248,0.00010193498,0.00019320317,0.000021954118,0.0000459713,0.5218869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974003,0.00042664033,0.00071366015,0.00039836921,0.0006218809,0.00043917872],"domain_scores_gemma":[0.9971316,0.0016058222,0.00033149548,0.00042640558,0.00045670313,0.00004795829],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044032773,0.00022503811,0.00040035817,0.00027261686,0.001042003,0.000034333618,0.00066032406,0.00013253737,0.000061727515],"category_scores_gemma":[0.0006706495,0.00010749075,0.00005291524,0.00049749156,0.0030163755,0.00013485563,0.000260733,0.0009346911,0.000029216764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024814287,0.000035078716,0.07469577,0.0005548121,0.000060543116,0.000012659616,0.04638641,0.000051001818,0.0000681604,0.81823874,0.056645352,0.0030033102],"study_design_scores_gemma":[0.00084927044,0.00010488927,0.020268558,0.0011834409,0.00006302173,0.0000028614131,0.010358894,0.0007000966,0.000009243398,0.9607022,0.005480173,0.00027736032],"about_ca_topic_score_codex":0.0015599071,"about_ca_topic_score_gemma":0.0025100412,"teacher_disagreement_score":0.30877706,"about_ca_system_score_codex":0.00013921637,"about_ca_system_score_gemma":0.0005579974,"threshold_uncertainty_score":0.99969685},"labels":[],"label_agreement":null},{"id":"W4388267821","doi":"10.3138/jmvfh-2022-0082","title":"Employment outcomes among transitioned Australian Defence Force members: An exploration of sex differences","year":2023,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Military service; Psychology; Mental health; Service (business); Gerontology; Demography; Demographic economics; Medicine; Political science; Business; Psychiatry; Sociology; Marketing; Economics","score_opus":0.18549779174756317,"score_gpt":0.4279776603120654,"score_spread":0.24247986856450224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388267821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99174935,0.0008998897,0.00018041737,0.0061420626,0.0004512285,0.00040904072,0.000041341988,0.000037386577,0.00008931211],"genre_scores_gemma":[0.9931793,0.005021555,0.00023148941,0.0009341142,0.00012636845,0.000016938768,0.000018386247,0.000014472033,0.00045736713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973107,0.00058391696,0.0011572281,0.00017653208,0.00038632093,0.00038529054],"domain_scores_gemma":[0.9987718,0.00027389644,0.00039134145,0.000150159,0.00015653783,0.00025624884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012978634,0.0001757621,0.0006174023,0.00024021933,0.00054635457,0.0000034794327,0.00012841102,0.000083923966,0.000025372108],"category_scores_gemma":[0.000031624535,0.00012931149,0.0001140926,0.00019633242,0.00010981961,0.00078479544,0.0000285001,0.00032417534,0.0000033163694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026859183,0.00014306817,0.89186156,0.0006202363,0.00014408502,0.000016088718,0.09632222,0.00004445758,0.0002998383,0.0001239301,0.0040601525,0.006095794],"study_design_scores_gemma":[0.0011908469,0.0015415451,0.932046,0.00047073385,0.000028179431,0.0000015163014,0.06297863,0.00007731974,0.000004800246,0.0012376579,0.0003058112,0.000116949195],"about_ca_topic_score_codex":0.0018144877,"about_ca_topic_score_gemma":0.0011282149,"teacher_disagreement_score":0.040184475,"about_ca_system_score_codex":0.00006441543,"about_ca_system_score_gemma":0.00013589482,"threshold_uncertainty_score":0.5273169},"labels":[],"label_agreement":null},{"id":"W4388272233","doi":"10.1016/j.jcjd.2023.10.295","title":"DIFFERENTIAL IMPACT OF NEIGHBOURHOOD-LEVEL INCOME ON THE RISK OF CARDIOVASCULAR EVENT BETWEEN IMMIGRANTS AND LONG-TERM RESIDENTS IN ONTARIO","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Neighbourhood (mathematics); Immigration; Differential (mechanical device); Term (time); Demographic economics; Environmental health; Event (particle physics); Demography; Geography","score_opus":0.05244409953807158,"score_gpt":0.3281723854938998,"score_spread":0.2757282859558282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388272233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998354,0.0006168273,0.0000011512575,0.00027709914,0.0002708732,0.00025781934,0.00016548575,0.0000025537934,0.000054192875],"genre_scores_gemma":[0.9996678,0.00008720475,0.0000012863093,0.0000140439815,0.00010769156,0.000005667526,0.0000057606517,0.000015755253,0.0000947704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998034,0.00043493626,0.00067907263,0.00010974279,0.00028520657,0.0004570623],"domain_scores_gemma":[0.9983748,0.0005716122,0.000437142,0.00021359186,0.0001421475,0.0002607149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009419348,0.00015054358,0.0006347999,0.0004572143,0.00025887703,0.000007725343,0.00022682204,0.0000936053,0.0002040533],"category_scores_gemma":[0.00028634537,0.00009515025,0.0003632693,0.0002230259,0.00009700308,0.00006773415,0.00005177692,0.0005812971,0.000005350584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007702782,0.000008200445,0.99464136,0.00005997902,0.0012596656,0.000007631609,0.0028287156,0.000027510248,0.0000152547,0.000010353045,0.00028040836,0.00085321924],"study_design_scores_gemma":[0.0008402553,0.00022881209,0.99701744,0.0009715471,0.00021549806,1.0862576e-7,0.00022766454,0.0000015426037,0.000031752075,0.00037290453,0.000009895302,0.000082548],"about_ca_topic_score_codex":0.41343597,"about_ca_topic_score_gemma":0.7657609,"teacher_disagreement_score":0.35232493,"about_ca_system_score_codex":0.0003155561,"about_ca_system_score_gemma":0.00084722147,"threshold_uncertainty_score":0.59047},"labels":[],"label_agreement":null},{"id":"W4388296433","doi":"10.1017/elr.2023.43","title":"Retirement pension poverty among injured workers with long-term workers’ compensation claims","year":2023,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"University of Cambridge","keywords":"Pension; Workers' compensation; Compensation (psychology); Poverty; Legislature; Labour economics; Business; Economics; Demographic economics; Economic growth; Political science; Finance; Law","score_opus":0.05291538810103221,"score_gpt":0.3549662326303725,"score_spread":0.30205084452934033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388296433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95930403,0.009367624,0.000026531969,0.023647793,0.00029727237,0.0018680524,0.000015647316,0.00014326489,0.005329776],"genre_scores_gemma":[0.93033236,0.033841413,0.000028663673,0.0017438945,0.00014357598,0.00027200292,0.00012831528,0.00003165948,0.033478122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863935,0.00030490302,0.00047147757,0.00022827425,0.00008873618,0.000267272],"domain_scores_gemma":[0.99902076,0.000284405,0.0002835049,0.00030141164,0.0000470296,0.00006291791],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008350597,0.00015635113,0.00031686723,0.000055479715,0.0012642164,0.000014623452,0.0001031483,0.00007105894,0.0012020275],"category_scores_gemma":[0.00002685802,0.00009475249,0.00005291629,0.00021311876,0.00010196682,0.00014355502,0.00011584252,0.00029422957,0.0014105611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019824009,0.000004666174,0.92943776,0.00035097377,0.000075297154,9.45054e-7,0.0006073998,0.000021991425,4.864934e-7,0.0027843565,0.06399197,0.0027043552],"study_design_scores_gemma":[0.0003693689,0.000027891838,0.9733756,0.0035717478,0.00012346108,6.2264263e-7,0.0004180946,0.000054892076,1.6174863e-7,0.00033719608,0.021590605,0.00013032921],"about_ca_topic_score_codex":0.00019021088,"about_ca_topic_score_gemma":0.0007481537,"teacher_disagreement_score":0.043937895,"about_ca_system_score_codex":0.00017118016,"about_ca_system_score_gemma":0.00009044391,"threshold_uncertainty_score":0.99971104},"labels":[],"label_agreement":null},{"id":"W4388306871","doi":"10.18103/mra.v11i10.4414","title":"An Emerging Storm? Increased Health Inequities in the Context of Racialized Patriarchal Capitalism, Deaths of Despair and Covid-19","year":2023,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; University of Toronto","funders":"","keywords":"Life expectancy; Population; Context (archaeology); Development economics; Demographic economics; Economic growth; Political science; Sociology; Geography; Demography; Economics","score_opus":0.22179792243764007,"score_gpt":0.5611739284306665,"score_spread":0.3393760059930264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388306871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94863325,0.0016705605,0.000107408414,0.04767041,0.000062896506,0.0010630267,0.00008857862,0.000048733524,0.0006551191],"genre_scores_gemma":[0.99285394,0.005401034,0.00003330166,0.0011478333,0.00013960697,0.00023619883,0.00005597067,0.000015259866,0.00011687924],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9884524,0.008136587,0.0007733599,0.00026069148,0.001526408,0.00085058325],"domain_scores_gemma":[0.98424006,0.014678147,0.00015178691,0.00028994406,0.000082975654,0.00055711804],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014365502,0.00012369528,0.0005212774,0.0006264279,0.00087351876,0.0000059401978,0.00048069799,0.000079900914,0.00020061548],"category_scores_gemma":[0.014149952,0.000079941434,0.000055080727,0.00058410736,0.0015344144,0.000071221344,0.00048702708,0.0009101574,0.0000063808466],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009581281,0.000216542,0.41263005,0.0022045884,0.00006230339,0.000066124485,0.4979635,9.498912e-7,0.0002657561,0.032723483,0.01256395,0.040344626],"study_design_scores_gemma":[0.006163807,0.0015957258,0.39818293,0.0011542678,0.000010443134,0.000002242416,0.5247078,0.0010515236,0.000037560643,0.031959955,0.03492455,0.00020921824],"about_ca_topic_score_codex":0.027155897,"about_ca_topic_score_gemma":0.018298145,"teacher_disagreement_score":0.046522576,"about_ca_system_score_codex":0.00005733982,"about_ca_system_score_gemma":0.0021975667,"threshold_uncertainty_score":0.9996154},"labels":[],"label_agreement":null},{"id":"W4388382849","doi":"10.4000/interventionseconomiques.20912","title":"L’évolution du soutien disponible aux employés proches aidants depuis la pandémie : regards de gestionnaires","year":2023,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation; Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.11562915544738094,"score_gpt":0.4175490563998158,"score_spread":0.30191990095243487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388382849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8996465,0.009569734,0.0025811226,0.0707784,0.0037334133,0.0013500899,0.0003895208,0.0014703219,0.0104808975],"genre_scores_gemma":[0.89746475,0.0057017193,0.00035299265,0.0002484685,0.0013256869,0.0009688734,0.00013596223,0.00009618451,0.09370537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995395,0.0015881145,0.0011875433,0.0005923974,0.00015046196,0.0010864899],"domain_scores_gemma":[0.99717456,0.001339235,0.00042276806,0.0004562919,0.00036127013,0.00024585583],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002103793,0.00043159508,0.0005603161,0.0004995565,0.00161949,0.00013410857,0.00038374544,0.0005700427,0.0011892691],"category_scores_gemma":[0.0022665677,0.00044940625,0.0007236701,0.0004932683,0.0006237323,0.0006245245,0.0005427948,0.00073425553,0.001684502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011962787,0.0005462677,0.62656647,0.0021811244,0.0005446002,0.00004741253,0.00976872,0.000045207882,0.000030552696,0.07382806,0.2454619,0.04086006],"study_design_scores_gemma":[0.00095357664,0.00038307955,0.75534016,0.007779172,0.00030596313,0.000015268795,0.003493205,0.00077994267,0.00009971489,0.040419202,0.18991801,0.0005126854],"about_ca_topic_score_codex":0.009147158,"about_ca_topic_score_gemma":0.01452144,"teacher_disagreement_score":0.12877372,"about_ca_system_score_codex":0.0007898741,"about_ca_system_score_gemma":0.00052313955,"threshold_uncertainty_score":0.9997958},"labels":[],"label_agreement":null},{"id":"W4388484512","doi":"10.2478/izajolp-2023-0007","title":"Explaining the Evolution of Job Tenure in Europe, 1995–2020","year":2023,"lang":"en","type":"article","venue":"IZA Journal of Labor Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Employment protection legislation; Openness to experience; Legislation; Demographic economics; Economics; Labour economics; Cohort; Term (time); Social policy; Political science; Psychology; Unemployment; Geography; Medicine; Economic growth","score_opus":0.04965413853385862,"score_gpt":0.42130036996352627,"score_spread":0.37164623142966763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388484512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94737947,0.00089426147,0.0000095231735,0.045167506,0.00050654815,0.00015211932,0.00002459154,0.000021392232,0.0058445595],"genre_scores_gemma":[0.99510515,0.0010195662,0.000022209168,0.0007030659,0.0013138815,0.0000065831114,0.0000012309105,0.000018512352,0.0018098104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998266,0.000405582,0.00067367614,0.00007171067,0.00026198986,0.00032105716],"domain_scores_gemma":[0.9985276,0.00035347103,0.0004756818,0.00013153865,0.00045595542,0.000055783432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010825273,0.00009191811,0.00025576286,0.00032678858,0.00027867086,0.000004004828,0.00019509855,0.000060704555,0.00003470532],"category_scores_gemma":[0.0014795335,0.000056518817,0.000051960025,0.0021173004,0.000056036635,0.00010686537,0.00012183089,0.0005088491,0.000053755433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012553483,0.000038323713,0.84812325,0.000121754245,0.00008778582,0.00007263996,0.029171808,0.00010196668,0.0013226579,0.03760572,0.08170153,0.0015270219],"study_design_scores_gemma":[0.00080777705,0.00011296257,0.93343383,0.00044535685,0.00001844522,0.0000067572364,0.010323589,0.000014868095,0.00001784037,0.0014926333,0.05325924,0.000066695095],"about_ca_topic_score_codex":0.0014062212,"about_ca_topic_score_gemma":0.00037055238,"teacher_disagreement_score":0.085310586,"about_ca_system_score_codex":0.00017079289,"about_ca_system_score_gemma":0.00052380306,"threshold_uncertainty_score":0.23047705},"labels":[],"label_agreement":null},{"id":"W4388499523","doi":"10.1111/roiw.12662","title":"A Decomposition of Economic Vulnerability Among Indigenous and Non‐Indigenous Adults in Canada","year":2023,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"U.S. Department of Agriculture","keywords":"Indigenous; Earnings; Economics; Demographic economics; Distribution (mathematics); Vulnerability (computing); Labour economics","score_opus":0.017365436255520034,"score_gpt":0.36827859145827485,"score_spread":0.3509131552027548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388499523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785053,0.019638894,6.2818805e-7,0.00037842916,0.00010233501,0.001104133,0.00005915291,0.000009548189,0.00020158773],"genre_scores_gemma":[0.84801024,0.15168615,0.00000903839,0.00016807258,0.000021290321,0.000059644775,0.000021011592,0.0000071573822,0.000017382694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845105,0.00022899987,0.00076508924,0.00017572558,0.000094069976,0.00028507365],"domain_scores_gemma":[0.9990976,0.0002756977,0.00034341117,0.00015678932,0.000047421207,0.000079083475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009470703,0.00010865129,0.00060566596,0.00008579724,0.00022111087,9.971195e-7,0.00006794945,0.000044248583,0.000020880876],"category_scores_gemma":[0.000035294735,0.00009027036,0.000028242739,0.00015990871,0.000046593606,0.000050691313,0.000092905815,0.00016765887,0.0000040012746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014444295,0.000012178998,0.9665721,0.022586273,0.0000138354435,0.0000019716183,0.0033228295,9.470796e-7,0.0000023543212,0.000016083262,0.00013238637,0.0073245615],"study_design_scores_gemma":[0.0003742425,0.00008621634,0.98877215,0.009720877,0.000013993099,5.152643e-7,0.0006446815,0.00001307687,0.0000057954544,0.000104632665,0.00018782927,0.00007598732],"about_ca_topic_score_codex":0.8382716,"about_ca_topic_score_gemma":0.88592416,"teacher_disagreement_score":0.13204725,"about_ca_system_score_codex":0.000290996,"about_ca_system_score_gemma":0.00092457206,"threshold_uncertainty_score":0.36811185},"labels":[],"label_agreement":null},{"id":"W4388507076","doi":"10.1108/978-1-83797-146-620231012","title":"Emotional Wellness, Varied Immigrant Settlement Programming in Western Canada and Service Responsiveness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Settlement (finance); Immigration; Refugee; Service (business); Public relations; Citizenship; Political science; Business; Psychology; Marketing","score_opus":0.049985149230673,"score_gpt":0.33653672961825265,"score_spread":0.28655158038757966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388507076","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06224097,0.00218079,0.00014253614,0.30682182,0.012479759,0.018249368,0.0038069796,0.0015329181,0.59254485],"genre_scores_gemma":[0.0041745934,0.00028666994,0.000038688984,0.003949187,0.00029402162,0.00028471724,0.00053415657,0.00011515527,0.9903228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764425,0.00013213378,0.00070697325,0.0004913738,0.00047859823,0.0005466726],"domain_scores_gemma":[0.99859565,0.00060464744,0.00022950645,0.00025294095,0.00020437856,0.00011285013],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005852858,0.00038110363,0.0005490027,0.00017219661,0.0005820222,0.000012490359,0.00015006431,0.00028772623,0.0005361149],"category_scores_gemma":[0.000029450166,0.00033133378,0.000040345978,0.00008439325,0.00004206515,0.000047459624,0.00044758615,0.0006632695,0.000103552666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001054814,0.00011287869,0.42861542,0.009708669,0.0013175266,0.0011077476,0.015630096,0.000019514147,0.000010747833,0.42885727,0.08909995,0.024465369],"study_design_scores_gemma":[0.0009906694,0.000041421856,0.11804133,0.0022051595,0.00006303319,0.0000017331653,0.0017145057,0.000005180842,0.0000010590982,0.004412172,0.871962,0.00056172005],"about_ca_topic_score_codex":0.68639034,"about_ca_topic_score_gemma":0.99479514,"teacher_disagreement_score":0.78286207,"about_ca_system_score_codex":0.00036503433,"about_ca_system_score_gemma":0.0011909653,"threshold_uncertainty_score":0.9999139},"labels":[],"label_agreement":null},{"id":"W4388665866","doi":"10.54056/tjvt6073","title":"Indigenous and Non-Indigenous 2021 Unemployment, Employment, and Participation Rates: Improved from 2020—Education is Critical","year":2023,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Unemployment; Coronavirus disease 2019 (COVID-19); Wage; Unemployment rate; Demographic economics; Political science; Labour economics; Economic growth; Economics; Medicine; Biology","score_opus":0.027872730231525103,"score_gpt":0.41228801381681623,"score_spread":0.38441528358529115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388665866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935076,0.0008296967,0.00006770626,0.003159158,0.0015991842,0.0004871726,0.000032829936,0.0000229842,0.00029365925],"genre_scores_gemma":[0.9890478,0.005028307,0.0014943152,0.00090925,0.0009998886,0.00015767399,0.00004469394,0.00004592984,0.0022721007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977247,0.00011032802,0.0011435782,0.0003083599,0.00016742281,0.00054558576],"domain_scores_gemma":[0.9984496,0.00036926664,0.00054674677,0.00013843912,0.00020968984,0.0002862092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078387285,0.00024676666,0.00047685998,0.00022846994,0.0008144133,0.000057541944,0.00013361446,0.00012808038,0.00031059442],"category_scores_gemma":[0.000050364903,0.00022229356,0.000049466315,0.00013016742,0.000074261065,0.0003278815,0.000092951545,0.00034083021,0.00022507747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019329766,0.00015798185,0.88863933,0.00012687866,0.00038355697,0.000020576266,0.066546276,0.000005970813,0.00035093492,0.00007835676,0.01580465,0.027692182],"study_design_scores_gemma":[0.0014438728,0.00029935993,0.80724514,0.0003341092,0.00012491211,0.00000798686,0.00624046,0.00006610245,0.0004342093,0.0008674248,0.18257064,0.0003657953],"about_ca_topic_score_codex":0.00051842723,"about_ca_topic_score_gemma":0.00027240618,"teacher_disagreement_score":0.16676599,"about_ca_system_score_codex":0.00053880765,"about_ca_system_score_gemma":0.0022660997,"threshold_uncertainty_score":0.9064868},"labels":[],"label_agreement":null},{"id":"W4388671422","doi":"10.1177/10242589231207967","title":"What makes work better or worse? An analytical framework","year":2023,"lang":"en","type":"article","venue":"Transfer European Review of Labour and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Montréal","funders":"","keywords":"Work (physics); Autonomy; Quality (philosophy); Computer science; Management science; Sociology; Engineering ethics; Risk analysis (engineering); Knowledge management; Epistemology; Political science; Business; Engineering","score_opus":0.2755698540432467,"score_gpt":0.5378031192656655,"score_spread":0.2622332652224188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388671422","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85539675,0.06762153,0.000058174042,0.06438883,0.00052600715,0.0017638851,0.00003852266,0.00020302649,0.010003285],"genre_scores_gemma":[0.2140737,0.75161535,0.0000964921,0.0044882274,0.0006690958,0.000071750364,0.000028225284,0.00008456604,0.028872592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940654,0.0035609058,0.0006185684,0.0003707215,0.00063775573,0.0007466377],"domain_scores_gemma":[0.99781,0.0011510699,0.000024069837,0.00043592928,0.00035283837,0.00022609241],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0064815446,0.00017257278,0.00050168857,0.00019842768,0.0006917358,0.000036756675,0.00032325462,0.0000833039,0.0021302628],"category_scores_gemma":[0.0003634915,0.000104059225,0.000091841765,0.0015331703,0.0003117737,0.00019185337,0.00018058182,0.0011318274,0.0008715313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001026308,0.0004981446,0.20087166,0.117729336,0.0006141452,0.0007610797,0.03939602,6.2554824e-7,0.000095547926,0.070012935,0.18714121,0.381853],"study_design_scores_gemma":[0.0005726974,0.00036244464,0.38244793,0.05446004,0.00006549564,0.0000014180176,0.004233725,0.0000023890382,0.0000069912626,0.00094797404,0.5566235,0.00027539927],"about_ca_topic_score_codex":0.000017964516,"about_ca_topic_score_gemma":0.000019661473,"teacher_disagreement_score":0.6839938,"about_ca_system_score_codex":0.000014889413,"about_ca_system_score_gemma":0.000064028754,"threshold_uncertainty_score":0.9999064},"labels":[],"label_agreement":null},{"id":"W4388702028","doi":"10.1177/08404704231212576","title":"A policy analysis of Bill-124 and the nursing shortage","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Nova Scotia Health Authority","funders":"","keywords":"Economic shortage; Government (linguistics); Workforce; Health care; Pandemic; Nursing shortage; Debt; Business; Action (physics); Healthcare policy; Health policy; Coronavirus disease 2019 (COVID-19); Economic growth; Economics; Medicine; Health care reform; Finance","score_opus":0.05425858865325206,"score_gpt":0.4504934138160537,"score_spread":0.3962348251628016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388702028","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1278797,0.00094996655,0.00017441009,0.81626487,0.00061392464,0.002931771,0.00008726892,0.0003950572,0.050703034],"genre_scores_gemma":[0.98465,0.002651216,0.000029972874,0.003827473,0.00009304524,0.00026096537,0.000051093164,0.000021139916,0.00841505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99783206,0.00035926636,0.00054421125,0.0002756437,0.000303827,0.0006850032],"domain_scores_gemma":[0.99890995,0.00032874092,0.00019493583,0.0004076356,0.00007714108,0.000081576494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010183441,0.00015073657,0.00046353374,0.00092400826,0.00111474,0.000008126898,0.00016521558,0.00006940804,0.000038726466],"category_scores_gemma":[0.000052189043,0.000087340864,0.00012289817,0.0028372637,0.00020082145,0.0000479592,0.00034178363,0.00020130206,0.000032358057],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013905563,0.0000313747,0.2980798,0.00067322125,0.0015871917,0.00000731856,0.010972018,0.00001957345,0.00000111442,0.614308,0.037122212,0.037059166],"study_design_scores_gemma":[0.0021832818,0.00011025837,0.83159983,0.000561134,0.0013632246,2.0580319e-7,0.07807303,0.0016628879,0.0000010544655,0.042527243,0.04165649,0.00026134567],"about_ca_topic_score_codex":0.00503986,"about_ca_topic_score_gemma":0.0021720151,"teacher_disagreement_score":0.85677034,"about_ca_system_score_codex":0.00009028088,"about_ca_system_score_gemma":0.0000395701,"threshold_uncertainty_score":0.85737914},"labels":[],"label_agreement":null},{"id":"W4388738882","doi":"10.33424/futurum441","title":"How can trade unions prevent mental health issues at work?","year":2023,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Mental health; Psychology; Business; Psychiatry; Engineering; Mechanical engineering","score_opus":0.09795582937460325,"score_gpt":0.44006022413983986,"score_spread":0.34210439476523663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388738882","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08097806,0.00070646417,0.0000044075523,0.9029304,0.0009863132,0.0010337137,0.00007613778,0.00064729154,0.012637261],"genre_scores_gemma":[0.3393191,0.0016327442,0.000059932623,0.0047747702,0.00031636635,0.00019813776,0.00021188498,0.00003274691,0.6534543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983422,0.00028152982,0.0002587826,0.00022990024,0.0002224838,0.0006650647],"domain_scores_gemma":[0.9994125,0.000110804125,0.000087553504,0.0002084175,0.000015026082,0.00016569978],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00033788633,0.00014592594,0.00023626281,0.000081847706,0.0015263718,0.000008614752,0.00011171496,0.00006616169,0.00041606842],"category_scores_gemma":[0.000022950902,0.00011071011,0.0000642674,0.00036003656,0.000042643558,0.000049291168,0.00026448385,0.00020531147,0.00031634053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008376463,0.000031199124,0.06633813,0.00005712204,0.00003744775,0.0000013022851,0.011163625,2.7550416e-7,0.000013543814,0.0037765894,0.91679347,0.0017789215],"study_design_scores_gemma":[0.0003980508,0.00006965964,0.13836859,0.00013613646,0.000006238141,2.2914193e-7,0.012826942,0.000003344828,0.000023668741,0.0004044161,0.8476247,0.00013802246],"about_ca_topic_score_codex":0.0008131762,"about_ca_topic_score_gemma":0.0060041267,"teacher_disagreement_score":0.89815557,"about_ca_system_score_codex":0.00029151345,"about_ca_system_score_gemma":0.000086288775,"threshold_uncertainty_score":0.9997735},"labels":[],"label_agreement":null},{"id":"W4388964286","doi":"10.34172/ijhpm.2023.8338","title":"Transforming Capitalism, From Top Down to Bottom Up; A Response to the Recent Commentaries","year":2023,"lang":"en","type":"letter","venue":"International Journal of Health Policy and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Capitalism; Top-down and bottom-up design; Political science; Business; Computer science; Law; Politics","score_opus":0.08343092714147173,"score_gpt":0.45903453183686527,"score_spread":0.37560360469539356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388964286","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002409861,0.0006851029,0.00042558578,0.98758954,0.006513956,0.0014174456,0.00040942922,0.000033213997,0.0005158419],"genre_scores_gemma":[0.00089887186,0.008272146,0.00019506208,0.9717302,0.007843677,0.0001745604,0.00008330083,0.000044570876,0.010757628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958741,0.0008941733,0.0013565145,0.00026481051,0.0009838833,0.00062649033],"domain_scores_gemma":[0.99717534,0.0014116595,0.00065372104,0.00023452911,0.0003473544,0.00017738223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025258923,0.00028055615,0.0005209365,0.0008278406,0.0007868817,0.00006828626,0.0007213595,0.0001580299,0.000115479575],"category_scores_gemma":[0.0003258405,0.00019470071,0.00012494053,0.00023031906,0.000041112344,0.0000994622,0.0005082279,0.001314276,0.000121515084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005769734,0.0000157962,0.000123197,0.00013022352,0.00065395655,0.00014983595,0.020325406,0.0000042723286,7.455323e-7,0.0015169762,0.95580924,0.020693354],"study_design_scores_gemma":[0.0008652472,0.00023479377,0.002767066,0.0013007226,0.000050543775,0.000005673138,0.0037765566,5.355754e-7,0.000001477557,0.0017810448,0.9890545,0.00016186651],"about_ca_topic_score_codex":0.010631811,"about_ca_topic_score_gemma":0.001529592,"teacher_disagreement_score":0.03324521,"about_ca_system_score_codex":0.0010382385,"about_ca_system_score_gemma":0.00040972122,"threshold_uncertainty_score":0.9959565},"labels":[],"label_agreement":null},{"id":"W4389038291","doi":"10.1111/caje.12698","title":"Basic income and the labour market: Labour supply, precarious work and technological change","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Basic income; Labour economics; Context (archaeology); Economics; Work (physics); Technological change; Labour supply; Supply and demand; Market economy; Microeconomics; Macroeconomics","score_opus":0.14289523437232568,"score_gpt":0.2540507528557312,"score_spread":0.11115551848340552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389038291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94242895,0.0014153821,9.0874846e-7,0.053609427,0.0009647653,0.0006742007,0.00019260004,0.000025285028,0.0006885056],"genre_scores_gemma":[0.99173033,0.0019796193,0.000025644867,0.001627367,0.00064610137,0.0001372549,0.000004887676,0.000042678766,0.0038061186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977575,0.0002770519,0.0007303642,0.0002943925,0.000004308748,0.0009363889],"domain_scores_gemma":[0.99732226,0.0008690346,0.000459011,0.00028438744,0.0001310727,0.0009342455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209222,0.00025803325,0.0006720131,0.0005654967,0.0009078427,0.000058977854,0.00037704062,0.00029085824,0.00033759282],"category_scores_gemma":[0.00050116767,0.00020948179,0.0000971502,0.00027395875,0.00058860355,0.00021849721,0.00013018551,0.0007871675,0.000023775974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013987107,0.0000025558663,0.572788,0.000089604146,0.00014223029,0.00010439563,0.0048286035,0.0000054501515,3.4076942e-7,0.41331506,0.0023106905,0.0062731863],"study_design_scores_gemma":[0.0026038012,0.00017202209,0.64460844,0.00034147105,0.00006237067,0.00009231369,0.0038673747,0.0000725484,0.0000017285628,0.18491325,0.16286528,0.00039942827],"about_ca_topic_score_codex":0.11421291,"about_ca_topic_score_gemma":0.9513403,"teacher_disagreement_score":0.8371274,"about_ca_system_score_codex":0.0007508137,"about_ca_system_score_gemma":0.00065352983,"threshold_uncertainty_score":0.8916856},"labels":[],"label_agreement":null},{"id":"W4389191965","doi":"10.22215/etd/2023-15646","title":"Racialized Workers in White Spaces: Exploring the Experiences of Racialized, Immigrant Care Workers in Rural and Small Town Canadian Long-Term Care Homes","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Immigration; Ethnography; Scholarship; White (mutation); Care work; Gender studies; Dominance (genetics); Sociology; Intersectionality; Focus group; Politics; Work (physics); Political science","score_opus":0.04876439173454108,"score_gpt":0.3652113258889162,"score_spread":0.31644693415437514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389191965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815785,0.008395108,2.28303e-7,0.0004878954,0.0029908053,0.0020220259,0.000027173173,0.00007053994,0.004427694],"genre_scores_gemma":[0.9837763,0.002866049,0.000016719763,0.000066102286,0.00014885615,0.0029398375,0.00070656766,0.0000724917,0.009407113],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9968904,0.0003941438,0.0009540208,0.00048239043,0.00034539675,0.00093359506],"domain_scores_gemma":[0.99859506,0.0003404741,0.00035299812,0.00031612764,0.00021839919,0.00017692159],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036228474,0.00049221766,0.0009312185,0.0007949815,0.0008327673,0.000046081448,0.0003662464,0.00038931903,0.00021832025],"category_scores_gemma":[0.00014605677,0.0003540656,0.00014919922,0.00086283445,0.00013463055,0.00016122512,0.00009770192,0.0007317322,0.0000075559287],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017840957,0.0000036035976,0.52857137,0.00058793026,0.00003455874,0.000015687096,0.4665435,0.0000019065367,9.377957e-7,0.000009174546,0.00017188188,0.0038810417],"study_design_scores_gemma":[0.00061871804,0.0000204613,0.4416809,0.0028710817,0.000028327047,6.7870246e-8,0.5544005,4.01528e-7,0.000005417985,0.000005460429,0.00015178868,0.00021686898],"about_ca_topic_score_codex":0.7051112,"about_ca_topic_score_gemma":0.9961063,"teacher_disagreement_score":0.2909951,"about_ca_system_score_codex":0.0004451958,"about_ca_system_score_gemma":0.0009451632,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W4389204259","doi":"10.54254/2754-1169/53/20230854","title":"A Multifaceted Analysis of the Canada Unemployment Rate under Time Series —— Based on Education Level","year":2023,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Autoregressive integrated moving average; Unemployment; Economics; Unemployment rate; Variety (cybernetics); Time series; Macroeconomics; Labour economics; Demographic economics","score_opus":0.04176536339833338,"score_gpt":0.3716664040737193,"score_spread":0.32990104067538595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389204259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93638927,0.0000688468,0.000011607287,0.02389714,0.0005189008,0.0004222484,0.000059225084,0.000018444336,0.038614318],"genre_scores_gemma":[0.9920695,0.0002897798,0.00006548578,0.0022994783,0.000019880883,0.00006108814,0.000011257909,0.0000035802943,0.0051799444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896735,0.00010832849,0.00027062919,0.00020991123,0.00009394959,0.00034983168],"domain_scores_gemma":[0.9993236,0.00039533892,0.000089289264,0.0001264112,0.000018562758,0.00004681265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042181334,0.000087318345,0.00017634645,0.00019110685,0.0003897136,0.00000882919,0.00016121441,0.000020235939,0.00004412721],"category_scores_gemma":[0.00003317341,0.000059865477,0.000031084568,0.0006825502,0.00023429476,0.000120246325,0.00012383556,0.000059892915,0.0000058602295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001760768,0.000035041867,0.4611058,0.000059161433,0.00007910462,2.5941912e-7,0.00014700096,0.02008377,0.0000011176471,0.5153612,0.0008329718,0.002276969],"study_design_scores_gemma":[0.0002669354,0.00004142579,0.9360935,0.0000764542,0.00010013416,1.3220901e-8,0.0046950607,0.015689638,0.000015105204,0.01891769,0.023962004,0.00014204625],"about_ca_topic_score_codex":0.016186003,"about_ca_topic_score_gemma":0.18413612,"teacher_disagreement_score":0.4964435,"about_ca_system_score_codex":0.00014774983,"about_ca_system_score_gemma":0.00018652978,"threshold_uncertainty_score":0.9903653},"labels":[],"label_agreement":null},{"id":"W4389205941","doi":"10.22215/etd/2023-15836","title":"A Population on Life Support: A Critical Analysis of the Impact of the COVID-19 Pandemic on Ottawa Workers","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Population; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Demographic economics; Economic growth; Sociology; Demography; Economics; Medicine; Virology; Engineering","score_opus":0.1311574450220235,"score_gpt":0.5219307430983213,"score_spread":0.3907732980762978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389205941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98295885,0.000020673147,0.0000027794745,0.003733624,0.000963571,0.0009316331,0.00022592234,0.00007740307,0.011085549],"genre_scores_gemma":[0.9753978,0.000027800561,0.0000014371852,0.0010504193,0.00007971656,0.00010293502,0.0005796081,0.0000325835,0.022727672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971538,0.00073283876,0.0009038025,0.00029150382,0.0005902759,0.0003277721],"domain_scores_gemma":[0.9959969,0.0025047145,0.0006421001,0.0005507635,0.00018761924,0.00011789099],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007441765,0.0002556614,0.0007181551,0.00038339105,0.00066724716,0.000004466288,0.00029542478,0.0003883715,0.001183714],"category_scores_gemma":[0.0043859007,0.000120347344,0.0009140444,0.0014284557,0.00006605401,0.00002428759,0.00006215021,0.00064581324,0.000027624086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021637464,0.00006008961,0.9445154,0.00025889857,0.0012234768,2.509569e-7,0.0041355155,0.00032780878,0.0000075374446,0.0015436388,0.04764213,0.00006887318],"study_design_scores_gemma":[0.0002554266,0.000113189424,0.99058205,0.0002867664,0.001215442,2.655447e-8,0.0067044124,0.000048020156,0.0000016028907,0.0005379891,0.00013979018,0.000115285664],"about_ca_topic_score_codex":0.019600179,"about_ca_topic_score_gemma":0.04200731,"teacher_disagreement_score":0.047502343,"about_ca_system_score_codex":0.00033456975,"about_ca_system_score_gemma":0.0006876504,"threshold_uncertainty_score":0.99972934},"labels":[],"label_agreement":null},{"id":"W4389251888","doi":"10.1007/978-3-031-42082-5_8","title":"Beschäftigung, Arbeitslosigkeit und Arbeitsplatzprobleme im Zusammenhang mit der psychischen Gesundheit von Männern","year":2023,"lang":"de","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Unemployment; Meaning (existential); Mental health; Psychology; Psychosocial; Distress; Social psychology; Demographic economics; Clinical psychology; Psychiatry; Economics; Economic growth","score_opus":0.1010085746246412,"score_gpt":0.39572196401392207,"score_spread":0.2947133893892809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389251888","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007215069,0.017082486,0.00039810393,0.035898216,0.013574763,0.006154616,0.0009246899,0.0019813052,0.9232643],"genre_scores_gemma":[0.0036141097,0.015292722,0.0007503803,0.0054250252,0.006219037,0.00065869326,0.0016316101,0.001269789,0.9651386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857773,0.00060212077,0.0041709617,0.003422161,0.00211392,0.003913532],"domain_scores_gemma":[0.99107087,0.0020926546,0.0020218242,0.0026167869,0.00095640816,0.0012414635],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002374797,0.0031052642,0.0033262894,0.0013750672,0.0047188685,0.00021279226,0.0016660845,0.003679544,0.037407182],"category_scores_gemma":[0.00028749084,0.002835201,0.0014196455,0.0005150858,0.00080744666,0.00048401146,0.002459474,0.005448699,0.13446257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037270173,0.00030697774,0.009680025,0.0027328508,0.013766661,0.00023334064,0.004262148,0.000007585899,0.000111421105,0.5601687,0.40301868,0.005338882],"study_design_scores_gemma":[0.0030262098,0.0005687339,0.0024720733,0.0055037616,0.0063106967,0.000005676947,0.0010966662,0.000055236647,0.000043697393,0.03961969,0.93764424,0.0036533072],"about_ca_topic_score_codex":0.0020069373,"about_ca_topic_score_gemma":0.007314207,"teacher_disagreement_score":0.53462553,"about_ca_system_score_codex":0.0005477429,"about_ca_system_score_gemma":0.0006531483,"threshold_uncertainty_score":0.9981676},"labels":[],"label_agreement":null},{"id":"W4389251919","doi":"10.1007/978-3-031-42082-5_5","title":"Risikofaktoren und Depressionsraten bei Männern: Sind Männer widerstandsfähiger oder wird Depression bei Männern unterschätzt und unterdiagnostiziert?","year":2023,"lang":"de","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Rumination; Depression (economics); Coping (psychology); Psychology; Clinical psychology; Medicine; Epidemiology; Mental health; Gynecology; Psychiatry; Cognition; Internal medicine","score_opus":0.07504842733904453,"score_gpt":0.3832802453058102,"score_spread":0.30823181796676563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389251919","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042599514,0.12249976,0.0017425976,0.03535836,0.031897604,0.011566905,0.004663872,0.004167917,0.78384304],"genre_scores_gemma":[0.10658805,0.058365352,0.00048087505,0.007016475,0.007968674,0.00090506236,0.0036747218,0.0024646095,0.8125362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98117995,0.0013578001,0.0049062083,0.0048539466,0.0031817928,0.004520274],"domain_scores_gemma":[0.9838458,0.0061927373,0.0027189099,0.003652365,0.001557622,0.002032591],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0021448308,0.0042661135,0.004398154,0.0018214092,0.0067951516,0.00048461047,0.0022840824,0.005047262,0.012327282],"category_scores_gemma":[0.0010948291,0.0034432723,0.001834301,0.0007353821,0.0016114305,0.0011748333,0.0059427894,0.0061763376,0.021561518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002205882,0.0007954208,0.12730676,0.002198413,0.017658515,0.0017102276,0.009160134,0.00013486294,0.000116831405,0.05435274,0.76405907,0.020301148],"study_design_scores_gemma":[0.009093727,0.0009768415,0.019335333,0.02052697,0.012352187,0.000009906192,0.0054659178,0.00036277215,0.00021834005,0.027357435,0.8968589,0.007441722],"about_ca_topic_score_codex":0.004411496,"about_ca_topic_score_gemma":0.007320422,"teacher_disagreement_score":0.13279979,"about_ca_system_score_codex":0.0012593525,"about_ca_system_score_gemma":0.00092011323,"threshold_uncertainty_score":0.9970053},"labels":[],"label_agreement":null},{"id":"W4389272376","doi":"10.1080/23322373.2023.2274652","title":"Ethnic obligation and employee well-being: The moderating role of relative deprivation","year":2023,"lang":"en","type":"article","venue":"Africa Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ethnic group; Obligation; Norm (philosophy); Generosity; Social psychology; Political science; Context (archaeology); Millennium Development Goals; Sociology; Declaration; Gender studies; Psychology; Law; Geography; Poverty","score_opus":0.061746658896607444,"score_gpt":0.368592160170403,"score_spread":0.30684550127379556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389272376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8933794,0.0009599119,0.0015175965,0.01136108,0.00025608958,0.0005792387,8.8581095e-7,0.000029611085,0.09191621],"genre_scores_gemma":[0.99643195,0.00088632264,0.0002936821,0.000107976135,0.00008451312,0.000011143699,0.0000010348984,0.000009352101,0.0021740492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876857,0.00021799863,0.0004951937,0.00007866678,0.00027582154,0.00016373955],"domain_scores_gemma":[0.99882627,0.00042718608,0.00047005792,0.00010091962,0.00014954396,0.000026052985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012607786,0.000072801624,0.00014865921,0.00015258619,0.000375549,0.000006142126,0.00010380894,0.00003515263,0.000025456004],"category_scores_gemma":[0.00010130634,0.000047397658,0.000043989683,0.00033124894,0.000032947475,0.00015897868,0.00017758457,0.00022684301,0.000027909038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022069486,0.000103670565,0.42943642,0.00058736966,0.0014742468,0.000022035982,0.2079783,0.001409271,0.0010867995,0.2570799,0.047943313,0.052657977],"study_design_scores_gemma":[0.0010360167,0.00020278391,0.7554744,0.000527135,0.00021673966,0.0000010047336,0.047104243,0.000943393,0.00011321012,0.18011186,0.014143423,0.00012581337],"about_ca_topic_score_codex":0.000008613276,"about_ca_topic_score_gemma":0.0000075886505,"teacher_disagreement_score":0.32603797,"about_ca_system_score_codex":0.0000385023,"about_ca_system_score_gemma":0.000012679499,"threshold_uncertainty_score":0.28884572},"labels":[],"label_agreement":null},{"id":"W4389498250","doi":"10.1163/26667185-bja10043","title":"The Organic Crisis of a Colonised State: Bulgaria in the Eye of the Pandemic, 2020–2022","year":2023,"lang":"en","type":"article","venue":"Notebooks The Journal for Studies on Power","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hegemony; Political economy; Political science; State (computer science); Nationalism; Ideology; Bulgarian; Sociology; Law; Politics","score_opus":0.07400836665971801,"score_gpt":0.44071613857418,"score_spread":0.366707771914462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389498250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238224,0.002127581,0.000009744735,0.06708959,0.0035810743,0.0020418123,0.00008297743,0.000029532324,0.0012152744],"genre_scores_gemma":[0.9852947,0.004750728,0.000002645686,0.0019921935,0.00011510952,0.00018235743,8.3213916e-7,0.000027216418,0.0076342053],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9965732,0.0012348777,0.0009459041,0.00014006616,0.0005730952,0.0005328679],"domain_scores_gemma":[0.9922365,0.0060616373,0.00077088963,0.00048233737,0.00041980663,0.000028852113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063115177,0.0002044964,0.00042441412,0.00006207959,0.0040000323,0.000011393277,0.00082778314,0.00007679876,0.000040086514],"category_scores_gemma":[0.0014217815,0.00007232577,0.00022338473,0.0003927379,0.00032347086,0.000028995433,0.00043518585,0.000990679,0.000022197424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018480491,0.00013528319,0.05113081,0.00017918131,0.0016117841,0.0000070913825,0.28359386,0.0000453748,0.0015579028,0.002583795,0.6564693,0.0008376182],"study_design_scores_gemma":[0.00506477,0.001677785,0.16338646,0.0008051302,0.0005761162,0.000009501208,0.5065452,0.000022974267,0.0007342279,0.03537245,0.28536904,0.00043637873],"about_ca_topic_score_codex":0.000043824024,"about_ca_topic_score_gemma":0.0014534637,"teacher_disagreement_score":0.37110022,"about_ca_system_score_codex":0.00011631426,"about_ca_system_score_gemma":0.00016335883,"threshold_uncertainty_score":0.99729663},"labels":[],"label_agreement":null},{"id":"W4389542430","doi":"10.1038/s41598-023-49088-z","title":"Understanding the association between county-level unemployment and health stratified by education and income in the southwestern United States","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unemployment; Demography; Population; Medicine; Mental health; Association (psychology); Gerontology; Environmental health; Psychology; Economics; Sociology; Psychiatry","score_opus":0.19982826476707144,"score_gpt":0.417915735808922,"score_spread":0.21808747104185056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389542430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96603274,0.00017969172,0.000050851984,0.03089023,0.0015437735,0.000931232,0.000046302805,0.000054814318,0.00027035925],"genre_scores_gemma":[0.99431664,0.000108360575,0.0000039358924,0.0005555259,0.00006274623,0.000095555915,0.0005855524,0.0000097758875,0.004261927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978398,0.00044163814,0.0005484114,0.00032605673,0.00047630258,0.00036779064],"domain_scores_gemma":[0.99856055,0.00057273975,0.00046707058,0.0002592702,0.0000855696,0.00005482505],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00800667,0.00010802961,0.00016122816,0.0001824517,0.0022042631,0.00015198036,0.000076387245,0.000059610302,0.000004961673],"category_scores_gemma":[0.00011345421,0.00006493479,0.000015475509,0.00083763374,0.00010996285,0.00010523099,0.000090597794,0.00023907139,0.000004701035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012732776,0.000014257807,0.90460926,0.000054918804,0.000017098237,0.0000013437304,0.026916487,0.000002762968,0.000009643395,0.0003469798,0.06781452,0.00021146947],"study_design_scores_gemma":[0.00019997789,0.000027563125,0.876328,0.00017660458,0.000020543983,0.0000012628567,0.07257731,0.000038195805,0.0000035556823,0.028742954,0.021778,0.00010605987],"about_ca_topic_score_codex":0.001614369,"about_ca_topic_score_gemma":0.0023669805,"teacher_disagreement_score":0.046036523,"about_ca_system_score_codex":0.0003752463,"about_ca_system_score_gemma":0.00025520913,"threshold_uncertainty_score":0.9990947},"labels":[],"label_agreement":null},{"id":"W4389569139","doi":"10.5539/ijps.v16n1p1","title":"Working Cimate and Counter-productive Behaviors of Teachers from the Ministry of Secondary Education in Cameroon","year":2023,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Absenteeism; Obligation; Psychology; Christian ministry; Scale (ratio); Aggression; Social psychology; Political science; Geography; Law","score_opus":0.1459953752226831,"score_gpt":0.5283691394501744,"score_spread":0.38237376422749125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389569139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98499244,0.0031897847,0.0000026585758,0.008481425,0.00228943,0.0001188534,0.000020126443,0.0000061477067,0.0008991404],"genre_scores_gemma":[0.9962712,0.0027799928,0.00006558532,0.0002697707,0.00033154088,0.000012879823,0.0000043541227,0.0000049246337,0.00025973676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986561,0.00018295785,0.0006422925,0.00012322768,0.00027887733,0.00011656382],"domain_scores_gemma":[0.99817955,0.00071427913,0.00060836977,0.00007006761,0.00040849997,0.000019202556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069444,0.00008702555,0.00027625696,0.000096996184,0.00009560296,0.000003713531,0.00021663377,0.000056012326,0.00005464812],"category_scores_gemma":[0.00040172593,0.000051906096,0.000059405185,0.00012052303,0.0002410562,0.00006154317,0.00014632197,0.00037003984,0.0000027453461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017066425,0.00013947528,0.94859457,0.000012027522,0.00026419325,0.000007996941,0.01672308,0.0000017440335,0.00069680554,0.00016748386,0.011927786,0.021294149],"study_design_scores_gemma":[0.0005207325,0.0001125129,0.93709296,0.00052637485,0.000028988885,0.0000025655272,0.056348905,3.4204785e-7,0.000047932626,0.003172419,0.0021002896,0.00004595642],"about_ca_topic_score_codex":0.00013043427,"about_ca_topic_score_gemma":0.00011220572,"teacher_disagreement_score":0.039625827,"about_ca_system_score_codex":0.00006411012,"about_ca_system_score_gemma":0.000049969865,"threshold_uncertainty_score":0.21166691},"labels":[],"label_agreement":null},{"id":"W4389636096","doi":"10.1016/j.ssci.2023.106393","title":"Steering towards the unknown: The wellbeing of long-haul truck drivers during the Covid-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Safety Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Truck; Snowball sampling; Pandemic; Thematic analysis; Occupational safety and health; Work (physics); Business; Human factors and ergonomics; Poison control; Coronavirus disease 2019 (COVID-19); Transport engineering; Engineering; Marketing; Public relations; Environmental health; Qualitative research; Medicine; Political science; Sociology; Disease","score_opus":0.09659298104840475,"score_gpt":0.4095395267801428,"score_spread":0.3129465457317381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389636096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94314116,0.0001715694,0.00018413423,0.047322866,0.0011515289,0.00077999884,0.000011473718,0.00018348714,0.0070537585],"genre_scores_gemma":[0.9945577,0.00053583615,0.0000057475295,0.0011430662,0.00014335933,0.00004593113,9.1110405e-7,0.00001017024,0.0035573118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977462,0.00028630192,0.00037245674,0.0002878509,0.00065624417,0.00065090583],"domain_scores_gemma":[0.99787915,0.0012001252,0.00018935818,0.0005336127,0.000104864754,0.00009286737],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0043600365,0.00013159969,0.0001653509,0.000081242004,0.007030626,0.00001855091,0.0011862522,0.000044990375,0.00008395198],"category_scores_gemma":[0.0008965426,0.00005787794,0.00007530836,0.0015734966,0.0013571205,0.00016349631,0.0009606336,0.00044504588,0.000076860124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041142594,0.000006895039,0.9386824,0.00015949432,0.00003206272,0.000005705048,0.047249,0.0017417517,0.0012432362,0.007286986,0.0011866117,0.002364711],"study_design_scores_gemma":[0.00031233544,0.000016360798,0.9538249,0.00007149282,0.000016144575,0.0000029238565,0.016146827,0.00027821396,0.00006305695,0.0006985317,0.028469477,0.00009973835],"about_ca_topic_score_codex":0.0005599531,"about_ca_topic_score_gemma":0.0007922538,"teacher_disagreement_score":0.051416483,"about_ca_system_score_codex":0.00025278988,"about_ca_system_score_gemma":0.00051833014,"threshold_uncertainty_score":0.9942621},"labels":[],"label_agreement":null},{"id":"W4389676084","doi":"10.1186/s12889-023-17392-y","title":"Multifaceted precarity: pandemic experiences of recent immigrant women in the accommodation and food services sector","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Precarity; Precarious work; Pandemic; Accommodation; Immigration; Work (physics); Public health; Economic growth; Demographic economics; Sociology; Political science; Medicine; Gender studies; Coronavirus disease 2019 (COVID-19); Psychology; Nursing; Economics","score_opus":0.18197656496836997,"score_gpt":0.4247896758283504,"score_spread":0.24281311085998045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389676084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853984,0.0003418415,0.000009374469,0.012572361,0.0002540183,0.001051467,0.000022206974,0.00011048579,0.00023984491],"genre_scores_gemma":[0.9963499,0.001438578,0.000027531818,0.0010120153,0.000069515634,0.0009713845,0.000045702753,0.000010053028,0.0000753396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970791,0.0011690571,0.00055540685,0.00022227215,0.00026620366,0.00070797355],"domain_scores_gemma":[0.99868613,0.000640438,0.00024939066,0.00021853023,0.00008656991,0.000118945376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041526943,0.00011323688,0.00029318873,0.00017802692,0.00052908424,0.000015825344,0.00020709579,0.00008256598,0.00008713587],"category_scores_gemma":[0.00020265223,0.0000736325,0.000019776342,0.0007736818,0.00005261917,0.00017884606,0.00014551044,0.00023974477,0.000009699463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010899477,0.000033091765,0.515982,0.00043795552,0.0000086652735,6.578696e-8,0.47896674,3.855731e-7,0.0000051869565,0.00014645726,0.00028791226,0.0041206437],"study_design_scores_gemma":[0.00050247525,0.000119254895,0.56497216,0.00005732904,9.87573e-7,1.6169062e-7,0.42408895,0.0001242407,7.0404906e-7,0.00019608019,0.009884508,0.000053120788],"about_ca_topic_score_codex":0.0021340908,"about_ca_topic_score_gemma":0.012143427,"teacher_disagreement_score":0.0548778,"about_ca_system_score_codex":0.00017027142,"about_ca_system_score_gemma":0.00044327008,"threshold_uncertainty_score":0.67763174},"labels":[],"label_agreement":null},{"id":"W4389702371","doi":"10.33423/jabe.v25i5.6589","title":"Do Higher State Minimum Wages Reduce the Racial Wage Gap for Men?","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Earnings; Current Population Survey; Economics; Wage; Demographic economics; Population; Minimum wage; Labour economics; Inequality; Wage inequality; State (computer science); Demography","score_opus":0.0797685778255789,"score_gpt":0.36576933011642937,"score_spread":0.2860007522908505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389702371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97318816,0.00019728902,0.000023663199,0.0170749,0.0013328941,0.00040545224,0.000027736292,0.000015973597,0.007733932],"genre_scores_gemma":[0.9896744,0.0037673325,0.00008782033,0.00067547505,0.0018621895,0.00007093195,0.000006161315,0.000033998116,0.003821699],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898636,0.000019136533,0.00053018,0.000119782155,0.00005361483,0.00029091028],"domain_scores_gemma":[0.99889654,0.00033515188,0.00046650955,0.00010550065,0.00014346249,0.000052862004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007759706,0.0001235513,0.00031822448,0.00008374081,0.00069484924,0.000033606615,0.00013275548,0.00006771907,0.00005943005],"category_scores_gemma":[0.000020618245,0.00007764814,0.0000564092,0.00010999711,0.00005953238,0.00010420717,0.000107881424,0.00019002853,0.000029839453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005316054,0.00019835893,0.015799923,0.0011016278,0.0012713056,0.000019814308,0.037782248,0.0013367933,0.0019832666,0.07016682,0.75720465,0.10781915],"study_design_scores_gemma":[0.004099183,0.000093655704,0.17380437,0.0001222892,0.00015190497,0.0000026674452,0.009994051,0.00011403393,0.00009279884,0.052074637,0.75910175,0.0003486358],"about_ca_topic_score_codex":0.000009237178,"about_ca_topic_score_gemma":0.000019362551,"teacher_disagreement_score":0.15800445,"about_ca_system_score_codex":0.00004098664,"about_ca_system_score_gemma":0.00008461644,"threshold_uncertainty_score":0.53442883},"labels":[],"label_agreement":null},{"id":"W4389790182","doi":"10.1177/2752535x231221587","title":"Contending With Precarity: Health and Multi-Sectoral Supports for Migrant Agricultural Workers in Southern Ontario","year":2023,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; University of Windsor; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Precarity; Context (archaeology); Service provider; Agriculture; Psychological intervention; Economic growth; Business; Construct (python library); Migrant workers; Service (business); Political science; Public relations; Sociology; Geography; Nursing; Medicine; Gender studies; Marketing; Economics","score_opus":0.5298887549798881,"score_gpt":0.594606418549857,"score_spread":0.06471766356996889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389790182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.928657,0.00034856875,0.000008260959,0.06412819,0.00012639053,0.0058901,0.00014547895,0.0001983495,0.00049767515],"genre_scores_gemma":[0.98504966,0.00030639578,0.00022451962,0.002114917,0.00022124409,0.0015414902,0.00035530154,0.000055311168,0.010131163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901978,0.0050285575,0.0008350967,0.00037982306,0.0006319159,0.0029268162],"domain_scores_gemma":[0.99526435,0.002458479,0.00026905423,0.0006439151,0.00044274676,0.0009214269],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012227895,0.00029454744,0.0007771597,0.0007183101,0.007298287,0.00005686852,0.00052075053,0.00017708745,0.000019036383],"category_scores_gemma":[0.0012317827,0.00022237826,0.00007370812,0.0013471354,0.0004221703,0.00017436189,0.0016104622,0.0037861508,0.000036178415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0018761954,0.00022950016,0.6358286,0.0015681058,0.000042233423,0.0000027789042,0.34113088,0.0000011432286,0.0000039965735,0.00033398138,0.013971686,0.005010907],"study_design_scores_gemma":[0.015251151,0.0033641292,0.65992785,0.0016814274,0.0000041596313,0.0000021598562,0.30517063,0.000028065691,4.4412644e-7,0.00082750386,0.013460867,0.0002815975],"about_ca_topic_score_codex":0.95586115,"about_ca_topic_score_gemma":0.9836159,"teacher_disagreement_score":0.062013272,"about_ca_system_score_codex":0.004457533,"about_ca_system_score_gemma":0.008903208,"threshold_uncertainty_score":0.9993642},"labels":[],"label_agreement":null},{"id":"W4389919462","doi":"10.1522/radm.no7.1664","title":"influence de la COVID-19 sur les changements organisationnels dans l’appréciation du télétravail par les travailleurs","year":2023,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; Cegep de Saint Jerome","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.049232649214111524,"score_gpt":0.3489165800963961,"score_spread":0.29968393088228457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389919462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490527,0.0042104092,0.0020828147,0.03503082,0.0008555935,0.0016565976,0.00051689247,0.0008870879,0.005707085],"genre_scores_gemma":[0.93749404,0.010613861,0.00028224837,0.0027978402,0.0008990269,0.0005154397,0.00035291995,0.0002207484,0.04682385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98934436,0.005252722,0.0012966038,0.0010293407,0.0008128765,0.0022640903],"domain_scores_gemma":[0.994587,0.0028899221,0.00068970735,0.0006853719,0.000273954,0.0008740288],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0064783227,0.0008505679,0.0008189198,0.00048233557,0.005334064,0.00013479844,0.0008047104,0.0010560934,0.0016616251],"category_scores_gemma":[0.003321767,0.000932066,0.00028682107,0.0010570642,0.0012372835,0.00045232286,0.00038151233,0.001556153,0.0010583743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013917843,0.0004698632,0.6303365,0.0021602442,0.00041349867,0.00019847168,0.2099377,0.0010777476,0.0022424196,0.006745399,0.12935326,0.016925687],"study_design_scores_gemma":[0.0024234615,0.00023684511,0.7699449,0.0005236096,0.000312248,0.000024031213,0.019246083,0.0006477721,0.00014546876,0.0047569135,0.20096247,0.00077618577],"about_ca_topic_score_codex":0.036897745,"about_ca_topic_score_gemma":0.03317967,"teacher_disagreement_score":0.19069162,"about_ca_system_score_codex":0.0034320166,"about_ca_system_score_gemma":0.0017111839,"threshold_uncertainty_score":0.99971944},"labels":[],"label_agreement":null},{"id":"W4389941022","doi":"10.1111/sjoe.12556","title":"Inequality in Russia over time and over the life cycle","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inequality; Economics; Consumption (sociology); Economic inequality; Variance (accounting); Panel data; Econometrics; Demographic economics; Labour economics; Mathematics","score_opus":0.05549145767375057,"score_gpt":0.36875529901771104,"score_spread":0.31326384134396046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389941022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144816,0.00024062315,7.9031406e-7,0.005653578,0.0004596043,0.00014039167,0.000019722878,0.000009966701,0.0020271435],"genre_scores_gemma":[0.9971744,0.0007433977,0.000008194409,0.00084664224,0.00037810823,0.000004568606,0.0000022600523,0.000013855228,0.00082857226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880993,0.00017519083,0.0005971657,0.0000960888,0.00004962726,0.0002719696],"domain_scores_gemma":[0.9990228,0.0003567404,0.0003661579,0.00012328393,0.00002528595,0.00010577177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013164539,0.000095956406,0.00028539178,0.0001265774,0.00029386248,0.000015045569,0.00013342255,0.00006907617,0.00035095512],"category_scores_gemma":[0.00012042577,0.000064681655,0.00006142067,0.00012637478,0.00006594632,0.0001672009,0.00011930282,0.00037106514,0.000086447944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007410567,0.000012668478,0.9827765,0.000021767111,0.000055614673,0.00000654245,0.002770051,0.00006707301,0.0000053113954,0.001789261,0.011718698,0.00070237345],"study_design_scores_gemma":[0.0009889252,0.000053630818,0.98513514,0.00011349372,0.000016204885,0.0000018936864,0.00077206903,0.00033147205,9.402065e-7,0.00802628,0.0044799335,0.00008003088],"about_ca_topic_score_codex":0.0001157717,"about_ca_topic_score_gemma":0.00024898068,"teacher_disagreement_score":0.007238764,"about_ca_system_score_codex":0.000092552385,"about_ca_system_score_gemma":0.00009275717,"threshold_uncertainty_score":0.38427123},"labels":[],"label_agreement":null},{"id":"W4389975632","doi":"10.36838/v5i6.10","title":"The Role of Monetary and Fiscal Policies on Income Inequality in Canada During Covid-19","year":2023,"lang":"en","type":"article","venue":"International journal of high school research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto and Region Conservation Authority","funders":"York University","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; Economics; Economic inequality; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Fiscal policy; Macroeconomics; Medicine; Virology","score_opus":0.1053492444028946,"score_gpt":0.49267546699446085,"score_spread":0.38732622259156624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389975632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95523435,0.00030295234,5.0513506e-7,0.043553278,0.00030360054,0.0001183252,0.000031287407,0.0000040607397,0.0004516219],"genre_scores_gemma":[0.9980638,0.0010204313,0.0000034736274,0.0001899891,0.00027669934,0.00001175575,0.0000022909012,0.0000061257115,0.0004254419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971179,0.0006350335,0.00056337775,0.000086706765,0.0012957766,0.00030123818],"domain_scores_gemma":[0.99627465,0.0028149365,0.00017743885,0.000099806915,0.0004652453,0.00016794741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002754501,0.00006168359,0.00016058116,0.00039998972,0.00044468962,0.0000140597585,0.00039894407,0.000034819393,0.000065550856],"category_scores_gemma":[0.0032083187,0.00003990913,0.000027344511,0.0002579858,0.000088054476,0.0000832094,0.0003614989,0.00086387,0.000010165097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043864103,0.000012683493,0.99158454,0.000027938726,0.00006512744,0.00005876007,0.0007406026,0.00011603993,0.00015969989,0.0020714565,0.0043649944,0.0003594886],"study_design_scores_gemma":[0.00067040545,0.00005257116,0.97915626,0.00013595106,0.0000014431275,0.0000029667697,0.005687247,0.000026191045,0.000084558385,0.010898008,0.0032502387,0.000034169985],"about_ca_topic_score_codex":0.72016907,"about_ca_topic_score_gemma":0.6151436,"teacher_disagreement_score":0.105025455,"about_ca_system_score_codex":0.00095528254,"about_ca_system_score_gemma":0.0014911242,"threshold_uncertainty_score":0.391879},"labels":[],"label_agreement":null},{"id":"W4390042287","doi":"10.1093/geroni/igad104.0887","title":"EXPERIENCES AND WELL-BEING OF LOW-INCOME WORKERS IN THE SENIOR COMMUNITY SERVICE EMPLOYMENT PROGRAM","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Poverty; Gerontology; Unemployment; Quarter (Canadian coin); General partnership; Medical education; Medicine; Political science; Economic growth; Business; Geography; Finance","score_opus":0.06211084237805489,"score_gpt":0.42144694830960827,"score_spread":0.3593361059315534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98986137,0.000017769391,0.000005762536,0.0070374,0.0001730944,0.00063544273,4.2247336e-7,0.00008084023,0.0021878746],"genre_scores_gemma":[0.99835193,0.000012718069,0.000057738587,0.00085205125,0.00003257994,0.0005916056,0.000011557231,0.000007619518,0.00008219484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984792,0.00045301975,0.0005543183,0.00009869706,0.0001736464,0.00024114331],"domain_scores_gemma":[0.9990296,0.00053128693,0.0001604909,0.00016004077,0.00010986715,0.0000087097405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022040843,0.00008287217,0.00014181208,0.00033490613,0.00048736564,0.000010858134,0.00015183796,0.00004470513,0.000013896676],"category_scores_gemma":[0.000096374046,0.00006198193,0.000008550501,0.0031832266,0.000053883112,0.00011046765,0.00017431861,0.00043010566,0.000007199666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059193517,0.000026019232,0.7355048,0.00016173522,0.0000038623302,0.0000011575866,0.26169437,0.0000070298734,0.00003141344,0.00070952333,0.00012393977,0.001730216],"study_design_scores_gemma":[0.00028761834,0.00001637661,0.6309494,0.00059093063,0.0000013462144,1.2147544e-7,0.3667812,0.00008710814,0.00002980155,0.00076434726,0.00043910227,0.000052664043],"about_ca_topic_score_codex":0.0027446242,"about_ca_topic_score_gemma":0.001970837,"teacher_disagreement_score":0.10508683,"about_ca_system_score_codex":0.000040895025,"about_ca_system_score_gemma":0.000030627045,"threshold_uncertainty_score":0.4149069},"labels":[],"label_agreement":null},{"id":"W4390082504","doi":"10.1093/geroni/igad104.1791","title":"ILLUSTRATIONS OF EXTENDED WORKING LIVES: WHAT INSIGHTS DO THE CONCEPTS OF EXCLUSION AND PRECARITY OFFER?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Precarity; Social exclusion; Situated; Bridging (networking); Sociology; Set (abstract data type); Bridge (graph theory); Epistemology; Political science; Gender studies; Computer science","score_opus":0.10675122580328093,"score_gpt":0.42511077256984425,"score_spread":0.3183595467665633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390082504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932888,0.00033037132,0.00008871024,0.0023537828,0.00037111252,0.00039692057,0.0000018266206,0.000040576077,0.003127882],"genre_scores_gemma":[0.9986921,0.00083457463,0.00004053649,0.00012009695,0.0000614777,0.000045358836,0.000010735087,0.0000067342353,0.00018839583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988243,0.0001716153,0.0005841358,0.00012238172,0.0001565089,0.00014104276],"domain_scores_gemma":[0.99878794,0.0005458322,0.00029524698,0.00012951091,0.00023317977,0.000008279043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068657164,0.000069958645,0.00015134277,0.00027155655,0.00040348858,0.000010243783,0.000071603914,0.000051560015,0.000021672351],"category_scores_gemma":[0.00015731741,0.000051274146,0.000013057499,0.0015429483,0.00011577664,0.00021736634,0.00012825325,0.00020347814,0.0000021365186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032039014,0.000039277766,0.6237825,0.00031655424,0.00003612654,0.000001362111,0.2173535,0.00006059419,0.0068839528,0.12295385,0.0005113936,0.028028857],"study_design_scores_gemma":[0.00052754034,0.000023450568,0.8948833,0.0016529603,0.0000082630395,1.3741926e-7,0.08832441,0.0002746054,0.0005504665,0.012805605,0.00086537504,0.00008393082],"about_ca_topic_score_codex":0.00011199526,"about_ca_topic_score_gemma":0.00018281283,"teacher_disagreement_score":0.27110076,"about_ca_system_score_codex":0.000029215262,"about_ca_system_score_gemma":0.000050864644,"threshold_uncertainty_score":0.31033486},"labels":[],"label_agreement":null},{"id":"W4390226874","doi":"10.1016/j.socscimed.2023.116539","title":"Transitioning into and out of precarious employment and life satisfaction: Evidence from asymmetric fixed effects models","year":2023,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning","keywords":"Life satisfaction; Fixed effects model; Demographic economics; Job satisfaction; Welfare; Panel data; Association (psychology); Quality of life (healthcare); Psychology; Economics; Social psychology; Econometrics","score_opus":0.08850118881853267,"score_gpt":0.42517378887867613,"score_spread":0.33667260006014343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390226874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845204,0.0020737913,0.00055828464,0.01066257,0.0008009599,0.0004891363,0.0000039811457,0.00008255001,0.0008083721],"genre_scores_gemma":[0.9982682,0.00077703525,0.000032988115,0.0003915326,0.00037225508,0.000056275254,0.0000025600057,0.0000070301894,0.00009215084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983665,0.00015659023,0.0003038753,0.00029512602,0.00056934654,0.0003085936],"domain_scores_gemma":[0.9984932,0.0010078175,0.00012860929,0.00008613833,0.00013897003,0.00014528025],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012042195,0.000108545035,0.00031285506,0.00020551452,0.0015720394,0.000007137947,0.00008910663,0.00006968698,0.000022519214],"category_scores_gemma":[0.00092077116,0.00008363977,0.000018947998,0.0009726732,0.0008020374,0.0002827542,0.00009993189,0.00018115647,0.000004352804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004095064,0.000009583775,0.5314637,0.00024398575,0.000035172863,0.0000030589256,0.4070242,0.0000038160156,0.004993198,0.001163182,0.0025060566,0.052513115],"study_design_scores_gemma":[0.0008697454,0.00021262707,0.9815577,0.0009302974,0.00007497608,7.994066e-8,0.007731426,0.00024570018,0.00008368116,0.008075299,0.00010417677,0.0001142454],"about_ca_topic_score_codex":0.0061938115,"about_ca_topic_score_gemma":0.0008658391,"teacher_disagreement_score":0.45009407,"about_ca_system_score_codex":0.000094210685,"about_ca_system_score_gemma":0.00016184922,"threshold_uncertainty_score":0.9997278},"labels":[],"label_agreement":null},{"id":"W4390282496","doi":"10.5114/jhi.2023.133602","title":"Educational inequalities in mortality due to alcoholic liver disease in Poland","year":2023,"lang":"en","type":"article","venue":"Journal of Health Inequalities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Alcoholic liver disease; Liver disease; Medicine; Internal medicine; Mathematics","score_opus":0.23729379200564998,"score_gpt":0.4955422773187101,"score_spread":0.2582484853130601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390282496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92365885,0.0018622512,0.000011951881,0.07236521,0.0010852057,0.00048432333,0.000101673475,0.000027106218,0.00040342708],"genre_scores_gemma":[0.9905883,0.0008658535,0.0000497159,0.0052883714,0.0007719191,0.00010619556,0.000027889955,0.000024248047,0.0022774749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945991,0.0016508086,0.0022217354,0.00018622028,0.00057173456,0.0007703761],"domain_scores_gemma":[0.997201,0.0013434299,0.0006712794,0.00019922627,0.0002519315,0.00033312637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056355707,0.00019427066,0.0007395,0.0010299376,0.00035537875,0.000013782197,0.00020731468,0.00007777448,0.00023698498],"category_scores_gemma":[0.001265332,0.00016457924,0.00009211989,0.0007333998,0.000052128333,0.00027092002,0.00014259685,0.0005895131,0.00010504965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013191724,0.00010176371,0.9198162,0.0009780901,0.000022803064,0.00005315562,0.046629395,0.000045470206,0.0000016575136,0.011549491,0.020244507,0.00042555554],"study_design_scores_gemma":[0.00079459377,0.00011934426,0.96419173,0.0010588496,0.0000063873513,0.0000017864538,0.015494179,0.000015696307,4.8676395e-7,0.011128411,0.0070388764,0.00014964913],"about_ca_topic_score_codex":0.010664738,"about_ca_topic_score_gemma":0.0068407157,"teacher_disagreement_score":0.06707684,"about_ca_system_score_codex":0.00050028414,"about_ca_system_score_gemma":0.0017745445,"threshold_uncertainty_score":0.99592334},"labels":[],"label_agreement":null},{"id":"W4390372330","doi":"10.3917/reco.pr2.0153","title":"10.3917/reco.pr2.0153","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Forestry; Molecular biology; Philosophy; Geography; Biology","score_opus":0.030781330307331944,"score_gpt":0.3286554309548549,"score_spread":0.29787410064752295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390372330","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006475172,0.000107670334,2.4085284e-7,0.0044007245,0.000017742183,0.00045582032,0.000017832841,0.00025441492,0.9882704],"genre_scores_gemma":[0.0007316193,0.000003218795,0.000027376565,0.00068196974,0.00038840715,0.000116222516,0.000016023623,0.00002907179,0.9980061],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987763,0.00012464922,0.00027132733,0.00020926775,0.00014926468,0.00046919612],"domain_scores_gemma":[0.99935794,0.00014984202,0.000038939525,0.00024849162,0.00006537233,0.00013939526],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022986236,0.00013893128,0.00021499745,0.0000568521,0.000572073,0.0000062775684,0.0001546799,0.000087734654,0.9961404],"category_scores_gemma":[0.000047439884,0.00012021933,0.000051446616,0.00016486207,0.00002526853,0.000067518165,0.00008325247,0.00019489139,0.9929754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006152177,0.000029422108,0.000065191765,0.000016039787,0.000022800043,0.0000025037393,0.00027159133,0.0000017183473,0.0000068352724,0.000010468545,0.74387145,0.25564042],"study_design_scores_gemma":[0.00033205797,0.00010311022,0.001782215,0.000050834624,0.000015454005,3.4156875e-7,0.000018363186,0.000006423921,0.0000034355355,0.000040178846,0.9974995,0.00014805187],"about_ca_topic_score_codex":0.000106623345,"about_ca_topic_score_gemma":0.0000034479544,"teacher_disagreement_score":0.2554924,"about_ca_system_score_codex":0.00005539085,"about_ca_system_score_gemma":0.000039964034,"threshold_uncertainty_score":0.49024022},"labels":[],"label_agreement":null},{"id":"W4390393621","doi":"10.1080/22423982.2023.2298015","title":"A comparative study of governmental financial support and resilience of self-employed people in Sweden and Canada during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"AFA Försäkring","keywords":"Pandemic; Psychological resilience; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Self reliance; Business; Financial crisis; Psychology; Political science; Economic growth; Economics; Medicine; Social psychology","score_opus":0.06327854897573183,"score_gpt":0.428965006948517,"score_spread":0.3656864579727852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390393621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948753,0.00019414499,0.0000037397458,0.004098666,0.00032209395,0.00037583886,0.00007498718,0.000006201027,0.000049033748],"genre_scores_gemma":[0.99870694,0.0005722198,0.000005445773,0.00058397825,0.00007860852,0.000008681262,0.000002111618,0.000005197977,0.000036796726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977909,0.0003790289,0.0008353423,0.00011356325,0.00068430166,0.00019689991],"domain_scores_gemma":[0.9982295,0.00063735317,0.00077805243,0.00006887542,0.00016717117,0.000119055665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012483804,0.00008863537,0.0003723293,0.00013512577,0.00025307256,0.0000041725,0.00020565395,0.000030640284,0.000015086451],"category_scores_gemma":[0.000321737,0.000066625944,0.00002340613,0.00014661143,0.000049542567,0.00009478029,0.00015189013,0.00032529354,3.5175117e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000166036,0.00009144229,0.95564055,0.000110230896,0.00006314543,0.000018767898,0.041968215,0.0000151157965,0.00010123915,0.00012013966,0.0016729493,0.000032186716],"study_design_scores_gemma":[0.001911538,0.00028377929,0.9558413,0.00008674273,0.000008923436,0.000023509963,0.041055698,0.0000092779865,0.0000059433273,0.00009098251,0.00063563633,0.000046665467],"about_ca_topic_score_codex":0.31894508,"about_ca_topic_score_gemma":0.778778,"teacher_disagreement_score":0.45983294,"about_ca_system_score_codex":0.000896485,"about_ca_system_score_gemma":0.0022578079,"threshold_uncertainty_score":0.68559015},"labels":[],"label_agreement":null},{"id":"W4390423369","doi":"10.2139/ssrn.4676940","title":"Impact of Income Levels on the Prevalence of Delirium: A Secondary Analysis of the World Delirium Awareness and Quality Survey in 2023","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Calgary","funders":"","keywords":"Delirium; Environmental health; Quality (philosophy); Business; Socioeconomics; Demographic economics; Psychology; Medicine; Economics; Psychiatry","score_opus":0.15946082502504252,"score_gpt":0.4657853862534568,"score_spread":0.3063245612284142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390423369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940235,0.0022181666,0.00006705966,0.0016777823,0.00030421314,0.0005931178,0.0009722422,0.000009316376,0.00013457157],"genre_scores_gemma":[0.99217635,0.004788151,0.0000024190874,0.000071415554,0.000060679336,0.00003741845,0.0000152249695,0.000027026133,0.002821322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918163,0.00419312,0.00173481,0.0003532301,0.00058795686,0.0013146013],"domain_scores_gemma":[0.9927563,0.0032423704,0.002092862,0.0007197959,0.0011360529,0.00005261085],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013105101,0.0003180412,0.0011909778,0.00070593343,0.00037230304,0.000007906933,0.00084947835,0.00023453514,0.00014010437],"category_scores_gemma":[0.0017443917,0.00017589366,0.0005867246,0.0015916026,0.00022454603,0.000051914143,0.0010189632,0.0054224394,0.0000015346201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019562678,0.000064859974,0.9930736,0.00068389444,0.0028514492,2.2160363e-7,0.0009618945,0.0005036626,0.000050817132,0.0012675667,0.00018003781,0.0001663608],"study_design_scores_gemma":[0.00041538675,0.00011340749,0.98312986,0.00085358025,0.0005078889,4.4600216e-7,0.0010575977,0.000034629455,0.000013562075,0.013721248,0.000002927074,0.00014948724],"about_ca_topic_score_codex":0.029152019,"about_ca_topic_score_gemma":0.34605986,"teacher_disagreement_score":0.31690785,"about_ca_system_score_codex":0.0008518016,"about_ca_system_score_gemma":0.006173193,"threshold_uncertainty_score":0.9994609},"labels":[],"label_agreement":null},{"id":"W4390517342","doi":"10.1108/ijm-01-2023-0042","title":"Commuting while Black: compensating differentials and Black–White wage gap in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Wage; Black male; Confounding; Census; Demographic economics; Instrumental variable; White (mutation); Heteroscedasticity; Economics; Econometrics; Duration (music); Demography; Labour economics; Statistics; Mathematics; Sociology; Population","score_opus":0.054766065871732286,"score_gpt":0.3834241042609046,"score_spread":0.32865803838917235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390517342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705419,0.00047635092,0.00009598395,0.014389034,0.0026865683,0.00010891665,0.00002025861,0.000011049265,0.011669933],"genre_scores_gemma":[0.9974829,0.00015916937,0.00005581384,0.00069123914,0.0004933043,0.0000021718988,0.0000047655635,0.000014884178,0.0010957706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983796,0.00016818669,0.0006976905,0.0001080891,0.00042816784,0.00021825408],"domain_scores_gemma":[0.99880886,0.0005884063,0.00024323756,0.00006113365,0.00023818453,0.000060190654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005932134,0.00011193793,0.00023411386,0.0001726413,0.000106912186,0.000037540678,0.0002098192,0.000039263123,0.00076780573],"category_scores_gemma":[0.00011100916,0.000087607834,0.000048934457,0.00006555272,0.000045014378,0.00014881522,0.00019764078,0.00055492076,0.000017823317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006755705,0.00003113494,0.94464993,0.000104819235,0.00031314752,0.0004171967,0.009192363,0.00006554508,0.00023944335,0.0030556663,0.039427944,0.002435245],"study_design_scores_gemma":[0.0016666782,0.00006541505,0.9182172,0.0038069077,0.000052223728,0.000035952788,0.01482595,0.0017563192,0.00005034593,0.0018589206,0.057377275,0.00028684642],"about_ca_topic_score_codex":0.060379334,"about_ca_topic_score_gemma":0.37979826,"teacher_disagreement_score":0.31941894,"about_ca_system_score_codex":0.0004325147,"about_ca_system_score_gemma":0.0003562042,"threshold_uncertainty_score":0.9458777},"labels":[],"label_agreement":null},{"id":"W4390582105","doi":"10.1007/s41042-023-00142-1","title":"Canadian Workers’ Well-Being During the Beginning of the COVID-19 Pandemic: A Latent Profile Analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Applied Positive Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; McGill University Health Centre; Institut Universitaire en Santé Mentale de Québec; Centre for Research on Brain Language and Music; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Geography; Medicine; Outbreak","score_opus":0.038825283353241334,"score_gpt":0.42595342701134514,"score_spread":0.38712814365810383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390582105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87129784,0.00034327176,0.00072943635,0.078664914,0.002537911,0.0003726437,0.00005181185,0.000020518639,0.045981657],"genre_scores_gemma":[0.992483,0.000088565845,0.000046127527,0.005972229,0.00043961353,0.000025817993,0.0000060738084,0.0000126418,0.00092593406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984723,0.00019796175,0.000578873,0.00016334318,0.00032731332,0.00026022532],"domain_scores_gemma":[0.9985848,0.0005164797,0.00037691876,0.00013270773,0.00027427208,0.00011480952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081366906,0.000116515854,0.00023730328,0.00046094746,0.00042272784,0.000017020731,0.0005177237,0.00012426672,0.0004655483],"category_scores_gemma":[0.000056705976,0.00006644317,0.0002256709,0.0004497387,0.00013043937,0.000048762347,0.000112916736,0.0009020957,0.000026241656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031261824,0.000029481058,0.96033263,0.000028000075,0.004386015,0.00007082632,0.01674924,0.00027116595,0.0008492821,0.008644491,0.0075849122,0.0007413606],"study_design_scores_gemma":[0.0011874984,0.00004674504,0.9456243,0.00027041257,0.00060574786,0.00010340845,0.003911784,0.000055495493,0.000083794075,0.0052843452,0.04266938,0.00015710093],"about_ca_topic_score_codex":0.004964958,"about_ca_topic_score_gemma":0.00937075,"teacher_disagreement_score":0.12118516,"about_ca_system_score_codex":0.0005729174,"about_ca_system_score_gemma":0.0003663363,"threshold_uncertainty_score":0.7505564},"labels":[],"label_agreement":null},{"id":"W4390724090","doi":"10.61959/p210910r","title":"Accès aux prestations parentales au Canada","year":2023,"lang":"fr","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.2770295467523544,"score_gpt":0.48262117379698377,"score_spread":0.20559162704462935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390724090","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016851818,0.0029277585,0.000040049876,0.05378513,0.03425869,0.0022934575,0.0023206067,0.0004899147,0.88703257],"genre_scores_gemma":[0.049932152,0.009001207,0.00005711103,0.00075045676,0.0031080816,0.0006373516,0.0018103725,0.0001506797,0.9345526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495274,0.00045659087,0.0014007523,0.00067756,0.0011201315,0.0013922214],"domain_scores_gemma":[0.9952862,0.0023597952,0.0005786742,0.00059690524,0.00079346605,0.0003849105],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006340115,0.00060500874,0.000881633,0.00016444773,0.0032256662,0.000024166018,0.0003958189,0.0006101753,0.0052943276],"category_scores_gemma":[0.0013067314,0.0005313696,0.00020070307,0.00043912395,0.0002183396,0.00011897608,0.00073366956,0.0012514469,0.0011759105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000452657,0.000040927232,0.30357388,0.0013444283,0.00037314038,0.000087660446,0.0017884447,0.000006108278,5.183384e-7,0.0041129384,0.682987,0.0056804894],"study_design_scores_gemma":[0.00018900327,0.000029298682,0.28932455,0.0009970928,0.00021476025,0.000003061753,0.011239732,0.0000097329585,0.000001233526,0.00028844792,0.69730645,0.00039661262],"about_ca_topic_score_codex":0.9964159,"about_ca_topic_score_gemma":0.9998107,"teacher_disagreement_score":0.053034674,"about_ca_system_score_codex":0.0034427692,"about_ca_system_score_gemma":0.050450448,"threshold_uncertainty_score":0.9997138},"labels":[],"label_agreement":null},{"id":"W4390728169","doi":"10.1063/pt.6.2.20240103a","title":"Canada attempts to entice H-1B workers from US","year":2024,"lang":"en","type":"article","venue":"Physics Today","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Geography; Environmental science","score_opus":0.040936990130120976,"score_gpt":0.37484827444712016,"score_spread":0.3339112843169992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390728169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89604443,0.0011320155,0.0005562284,0.041404255,0.007907931,0.0007566063,0.0003438027,0.00031060065,0.05154415],"genre_scores_gemma":[0.9747295,0.000016438727,0.00006604816,0.004659858,0.0016869084,0.000105127474,0.000041818603,0.000034870467,0.018659446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873525,0.0000947159,0.00021721816,0.0002827213,0.0002570803,0.00041302873],"domain_scores_gemma":[0.99906,0.0004887761,0.000032778193,0.000233194,0.000059277252,0.00012602884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010636775,0.0001482254,0.0001911364,0.000020529758,0.00041901,0.00001761182,0.0001399775,0.00004347999,0.00032318817],"category_scores_gemma":[0.00003143738,0.00012727044,0.000047467078,0.00024838487,0.000015347972,0.00008082012,0.00016324346,0.00030709195,0.0009994124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013784627,0.000021403412,0.11514255,0.00009792469,0.00015607786,0.000020147574,0.0049170726,0.0000126861505,0.0001457747,0.0026601616,0.87131643,0.0054959725],"study_design_scores_gemma":[0.00018999523,0.000015899965,0.06788346,0.00046918768,0.00005768189,4.2457707e-8,0.0009461587,0.000038984846,0.00012702284,0.0032866048,0.92675614,0.00022879484],"about_ca_topic_score_codex":0.8215603,"about_ca_topic_score_gemma":0.66140765,"teacher_disagreement_score":0.16015264,"about_ca_system_score_codex":0.00032968057,"about_ca_system_score_gemma":0.0008440515,"threshold_uncertainty_score":0.99977845},"labels":[],"label_agreement":null},{"id":"W4390920802","doi":"10.2139/ssrn.4692431","title":"Assessing Labor Market Conditions in Canada with Public-Use Microdata","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; York University","funders":"","keywords":"Microdata (statistics); Unemployment; Economics; Public use; Labour economics; Discouraged worker; Demographic economics; Unemployment rate; Economic growth; Political science; Census; Population; Sociology","score_opus":0.03519138469004884,"score_gpt":0.3672171427488155,"score_spread":0.33202575805876666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390920802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95185417,0.0048821806,0.00026916957,0.037341516,0.00076778524,0.0002981061,0.00008497784,0.00006672438,0.0044353823],"genre_scores_gemma":[0.9883643,0.002267501,0.00002964461,0.0006838728,0.00027726105,0.0000315277,0.000031649906,0.00003453256,0.00827974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964261,0.00032133915,0.00037179864,0.00021369495,0.0002536227,0.0024134135],"domain_scores_gemma":[0.99910766,0.00041640888,0.00009663165,0.00015364711,0.00012903813,0.00009660927],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001309813,0.00015588618,0.00019958151,0.00018069294,0.00082286913,0.00013392922,0.0001833033,0.00005447093,0.00041332058],"category_scores_gemma":[0.00011169662,0.00011501391,0.000029751456,0.0004465225,0.000033810284,0.0009109363,0.000066380904,0.003126173,0.00001877677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000039367067,0.00003563299,0.8330592,0.000085843814,0.00040592102,0.00014202275,0.0005169669,0.0000024809415,0.00007693448,0.083404794,0.07879297,0.0034378723],"study_design_scores_gemma":[0.0022043544,0.00020523247,0.5117156,0.0016638843,0.00015367115,0.00037364164,0.06957708,0.00014568977,0.000008600091,0.03959537,0.3736004,0.00075648853],"about_ca_topic_score_codex":0.42158294,"about_ca_topic_score_gemma":0.9922176,"teacher_disagreement_score":0.57063466,"about_ca_system_score_codex":0.004698397,"about_ca_system_score_gemma":0.03685026,"threshold_uncertainty_score":0.99917364},"labels":[],"label_agreement":null},{"id":"W4390930244","doi":"10.46692/9781529221268.011","title":"Beyond the Rhetoric of Essentiality: Canada’s Neoliberal Migrant Worker Policy during the COVID-19 Pandemic","year":2023,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rhetoric; Coronavirus disease 2019 (COVID-19); Pandemic; Migrant workers; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Economic growth; Sociology; Geography; Economics; Virology; Biology; Medicine; Infectious disease (medical specialty)","score_opus":0.0577830306254874,"score_gpt":0.39142426538087116,"score_spread":0.33364123475538376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390930244","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035159872,0.002613762,0.000015797195,0.1307291,0.004498804,0.0024173371,0.00040480768,0.0009257636,0.85487866],"genre_scores_gemma":[0.011159364,0.0011348426,0.0000027066874,0.00829006,0.002206912,0.00020192015,0.000016149386,0.00043782516,0.9765502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736667,0.0005370827,0.00057484274,0.00031367555,0.0005125544,0.00069515995],"domain_scores_gemma":[0.99769396,0.0009759628,0.00046026084,0.0006735417,0.000052498875,0.00014376381],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005635986,0.00033329206,0.0005240126,0.0001583319,0.0012231944,0.0000074827585,0.00050541764,0.00027892442,0.0025604076],"category_scores_gemma":[0.00026146308,0.00016157482,0.00014270315,0.00045616634,0.00020368292,0.000016771139,0.00042530434,0.00070800015,0.00006714111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015545429,0.0000075555445,0.06783805,0.00031220532,0.00029821537,0.000004850842,0.0026514535,0.0000013856459,0.0000017598478,0.00440914,0.9243596,0.000100245765],"study_design_scores_gemma":[0.00042762258,0.0000054884913,0.018514445,0.00014579175,0.00007978534,0.0000013739073,0.0013868919,5.866263e-7,3.482006e-7,0.0008782488,0.9783711,0.0001883241],"about_ca_topic_score_codex":0.978558,"about_ca_topic_score_gemma":0.9962595,"teacher_disagreement_score":0.12243903,"about_ca_system_score_codex":0.00063155516,"about_ca_system_score_gemma":0.0033801675,"threshold_uncertainty_score":0.9983514},"labels":[],"label_agreement":null},{"id":"W4390961869","doi":"10.1108/eor-02-2023-0018","title":"Food for thought: SDG challenges, corporate social responsibility and food shopping in later life","year":2020,"lang":"en","type":"article","venue":"Emerald Open Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Corporate social responsibility; Public relations; Context (archaeology); Population; Food distribution; Marketing; Independence (probability theory); Work (physics); Sociology; Business; Political science; Geography; Engineering","score_opus":0.6815297368029686,"score_gpt":0.5457510702896852,"score_spread":0.1357786665132834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390961869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5139148,0.0016003684,0.000011332504,0.47169846,0.00010855293,0.004467597,0.00008672953,0.000044076813,0.008068067],"genre_scores_gemma":[0.99119186,0.00044182,0.00018709614,0.004421749,0.00062921527,0.0011343831,0.000020450063,0.000041104973,0.0019322876],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9957655,0.0018751621,0.0005101045,0.00060068537,0.00038675885,0.00086175464],"domain_scores_gemma":[0.9980353,0.001074359,0.00011061935,0.00022174988,0.00033699966,0.00022096987],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0053406693,0.00016010938,0.00043325833,0.00011130009,0.001599103,0.000057091573,0.00046332818,0.00017588162,0.00019896188],"category_scores_gemma":[0.0014375905,0.0001374609,0.000047132762,0.00037048507,0.00014448656,0.00024703934,0.0016316248,0.0009537866,0.00004389921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009986439,0.0004001772,0.2616542,0.003456996,0.00047664915,0.00001978979,0.12124349,0.0000011272907,0.0005455993,0.13844322,0.45109048,0.012681829],"study_design_scores_gemma":[0.00813441,0.0040154196,0.482636,0.00033785607,0.000019143637,3.0935504e-7,0.016311098,0.00014782122,0.000071662944,0.034093406,0.45363772,0.0005951489],"about_ca_topic_score_codex":0.00018432195,"about_ca_topic_score_gemma":0.0036778157,"teacher_disagreement_score":0.47727707,"about_ca_system_score_codex":0.00008200521,"about_ca_system_score_gemma":0.00035884348,"threshold_uncertainty_score":0.99970067},"labels":[],"label_agreement":null},{"id":"W4391051720","doi":"10.1111/japp.12711","title":"Productive Justice in the ‘Post‐Work Future’","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Philosophy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Ludwig-Maximilians-Universität München; Riksbankens Jubileumsfond; Irish Research Council","keywords":"Economic Justice; Work (physics); Argument (complex analysis); Normative; Unemployment; Value (mathematics); Technological change; Sociology; Variety (cybernetics); Distributive justice; Production (economics); Relation (database); Law and economics; Economics; Positive economics; Law; Political science; Neoclassical economics; Microeconomics; Economic growth","score_opus":0.04695928595927107,"score_gpt":0.3757352954611961,"score_spread":0.32877600950192504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391051720","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2262169,0.006871607,0.000035208974,0.35371426,0.0096832365,0.0013798891,0.00001163167,0.00007359595,0.4020137],"genre_scores_gemma":[0.9811895,0.0002354676,0.00011840292,0.0031171683,0.0151137505,0.000043092074,0.0000017009737,0.000020343732,0.00016060185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985798,0.000137464,0.00053820317,0.00014394606,0.00035061064,0.00024996648],"domain_scores_gemma":[0.9990016,0.00045269448,0.00019540836,0.00015804246,0.00014970392,0.00004250426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011626965,0.00013536736,0.0002465212,0.00017130132,0.00033207817,0.000016749955,0.00025816573,0.000085704545,0.00006913245],"category_scores_gemma":[0.000043469343,0.00007439463,0.00009174514,0.0005073979,0.000051442326,0.00010522737,0.000057748504,0.0012157741,0.00013847499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010522258,0.00021578191,0.0024855395,0.0010639199,0.0003120572,0.00018248134,0.09832792,0.000027129583,0.0001794342,0.7267151,0.1621882,0.007250196],"study_design_scores_gemma":[0.0011747968,0.00033096003,0.027809454,0.0010067716,0.00046101963,0.00001959848,0.025772037,0.0000026229493,0.000031042444,0.41095784,0.5321211,0.0003127219],"about_ca_topic_score_codex":0.0000026803052,"about_ca_topic_score_gemma":0.0000035034818,"teacher_disagreement_score":0.7549726,"about_ca_system_score_codex":0.000076986595,"about_ca_system_score_gemma":0.00012372075,"threshold_uncertainty_score":0.5282001},"labels":[],"label_agreement":null},{"id":"W4391092323","doi":"10.3138/cpp.2023-005","title":"The High Costs of Caring: Measuring the Prevalence and Consequences of Birth-Related Career Interruptions for Immigrant Care Workers in Canada","year":2024,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Immigration; Medicine; Family medicine; Nursing; Environmental health; Geography","score_opus":0.05090096558199923,"score_gpt":0.3221183638690511,"score_spread":0.2712173982870519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391092323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6578892,0.10108513,0.0000016255821,0.2343715,0.001832301,0.0012226334,0.0022988063,0.000012804672,0.0012860122],"genre_scores_gemma":[0.9936449,0.002630295,0.000004526772,0.00031496512,0.00012668282,0.00018878073,0.000012007552,0.00002550382,0.0030523636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997597,0.00038686657,0.00064488995,0.0002600494,0.00021073497,0.00090048107],"domain_scores_gemma":[0.99749064,0.0013593421,0.00015107726,0.00030626182,0.0003435206,0.00034917277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069461786,0.00019989109,0.0002975375,0.00036058412,0.00084481284,0.000049731963,0.00039667077,0.0001483982,0.000039613737],"category_scores_gemma":[0.0009739958,0.00013847671,0.00007394858,0.0008241097,0.0008852943,0.000120579214,0.00010023553,0.0004504924,0.000001051964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000015734617,0.0000061242,0.5951125,0.003577073,0.0004152485,0.0000152886,0.035148267,0.000018628947,0.000012170765,0.31339413,0.011558744,0.04072609],"study_design_scores_gemma":[0.00092330144,0.00012932961,0.51296973,0.009648483,0.00025472007,0.000015249955,0.17473537,0.0002105763,0.000041766714,0.0030967367,0.2974359,0.0005388043],"about_ca_topic_score_codex":0.99977714,"about_ca_topic_score_gemma":0.9999649,"teacher_disagreement_score":0.33575568,"about_ca_system_score_codex":0.0044341036,"about_ca_system_score_gemma":0.037155434,"threshold_uncertainty_score":0.9993877},"labels":[],"label_agreement":null},{"id":"W4391107690","doi":"10.1007/978-981-16-1914-4_232-1","title":"Impact of COVID-19 on South Asian Seniors in Peel Region, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Geography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Virology; Outbreak; Pathology; Infectious disease (medical specialty)","score_opus":0.10581411537688866,"score_gpt":0.41087975810552974,"score_spread":0.30506564272864106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391107690","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016439947,0.00004171171,0.0000044086337,0.013322299,0.0006900143,0.0009862408,0.00031394078,0.00012446994,0.9828729],"genre_scores_gemma":[0.07171959,0.00011600887,0.0000028585737,0.0013575082,0.00019898883,0.00003320011,0.00010124636,0.00008331684,0.9263873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997968,0.000091562564,0.00069338013,0.00036402646,0.00040752642,0.0004754914],"domain_scores_gemma":[0.99825853,0.0005670847,0.00040050966,0.00041078057,0.00011434264,0.00024872954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025744783,0.0003589029,0.00068321504,0.00031905112,0.00030419475,0.0000021083663,0.00017808439,0.00038283446,0.0012693384],"category_scores_gemma":[0.00032473454,0.0002655751,0.00017656593,0.00007789198,0.000062440784,0.000018277446,0.00014799512,0.0007991386,0.00014079497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010721715,0.000011173167,0.09422386,0.0003781931,0.00022530528,0.00015285655,0.0066111805,0.000010184099,1.7352522e-7,0.06507836,0.8329948,0.00020666499],"study_design_scores_gemma":[0.0038726802,0.0008076546,0.2041181,0.0040464215,0.00019054554,0.0000029921846,0.020489799,0.0000052969763,5.4997315e-7,0.028149055,0.7364598,0.0018570869],"about_ca_topic_score_codex":0.8117076,"about_ca_topic_score_gemma":0.96386373,"teacher_disagreement_score":0.15215611,"about_ca_system_score_codex":0.0013727458,"about_ca_system_score_gemma":0.0045521497,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W4391116466","doi":"10.1370/afm.3053","title":"A Brief Tool to Screen Patients for Precarious Employment: A Validation Study","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University; St. Michael's Hospital; Occupational Cancer Research Centre; University of Ottawa; York University; Public Health Ontario; University of Toronto","funders":"McMaster University","keywords":"Medicine; Nursing; Family medicine","score_opus":0.36497336159822436,"score_gpt":0.5270583647045481,"score_spread":0.1620850031063238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391116466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96285754,0.0012562477,0.0002944713,0.026026325,0.0008889841,0.0046933563,0.00008757348,0.0001096195,0.0037858558],"genre_scores_gemma":[0.98920256,0.00011712509,0.000019130182,0.0055720145,0.0005753071,0.0006256081,0.000048879894,0.000030383824,0.0038089992],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99814284,0.00022129863,0.0006075328,0.0002482546,0.0004344585,0.00034559207],"domain_scores_gemma":[0.99830794,0.00074306194,0.00011351145,0.0003276363,0.0004406362,0.00006721999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016024191,0.00015869628,0.00035237166,0.00013519914,0.0003810469,0.0000058571213,0.00022132933,0.000047783782,0.000042305757],"category_scores_gemma":[0.00051480276,0.000089769375,0.00006422165,0.00032019723,0.000058229914,0.00007347036,0.00014646255,0.00016271893,0.00004059075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061651145,0.00032329193,0.08386235,0.00035738907,0.00048455596,0.0000015145317,0.07537196,0.0000058048563,0.0002684182,0.0015968942,0.79654473,0.04056656],"study_design_scores_gemma":[0.0032216527,0.005951718,0.6553095,0.0017867961,0.00030931347,9.645071e-8,0.0072932094,0.000032740663,0.000120918725,0.0024684637,0.32326502,0.00024056656],"about_ca_topic_score_codex":0.0012970653,"about_ca_topic_score_gemma":0.000101203615,"teacher_disagreement_score":0.57144713,"about_ca_system_score_codex":0.00002514197,"about_ca_system_score_gemma":0.000057920297,"threshold_uncertainty_score":0.3660689},"labels":[],"label_agreement":null},{"id":"W4391120668","doi":"10.1007/978-3-031-48266-3_6","title":"HSD and Resiliency Through Networks","year":2023,"lang":"en","type":"book-chapter","venue":"Canada and international affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; Thompson Rivers University","funders":"","keywords":"Interconnectivity; Prejudice (legal term); Context (archaeology); China; Political science; Racism; State (computer science); Sociology; Public relations; Social psychology; Psychology; Gender studies; Geography; Social science; Computer science; Law","score_opus":0.04926265655576334,"score_gpt":0.33689374174603304,"score_spread":0.2876310851902697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391120668","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026985025,0.0015325844,0.000015071363,0.0074267727,0.0032884513,0.00025056177,0.00017205467,0.000053646756,0.986991],"genre_scores_gemma":[0.024211247,0.0038002417,0.000009756585,0.0008836857,0.00082763605,0.000023454302,0.00014357133,0.000041169355,0.9700592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989514,0.00001509528,0.00029207082,0.0002786786,0.00024069464,0.00022208634],"domain_scores_gemma":[0.9993177,0.00023685284,0.00013797515,0.000107211825,0.00012474801,0.00007550231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008114404,0.0001940843,0.0002305912,0.00004618961,0.0003894743,0.000009419834,0.00011428538,0.00017498733,0.00053219125],"category_scores_gemma":[0.000038452534,0.00017038702,0.000029181292,0.000014854842,0.00008433644,0.000047924514,0.00023144708,0.0004129216,0.0000151492295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019755133,0.0000018110745,0.006432504,0.00005933472,0.00018518706,0.000022623333,0.0002974077,0.0000022736856,1.697645e-7,0.50821024,0.4825775,0.0021912032],"study_design_scores_gemma":[0.00026038897,0.000018836274,0.0079703275,0.00035371835,0.000029485189,9.773634e-7,0.0005617822,0.000027074931,5.7317443e-8,0.027450895,0.96310794,0.00021849638],"about_ca_topic_score_codex":0.109392256,"about_ca_topic_score_gemma":0.7316445,"teacher_disagreement_score":0.6222522,"about_ca_system_score_codex":0.0001591667,"about_ca_system_score_gemma":0.00025200093,"threshold_uncertainty_score":0.8965384},"labels":[],"label_agreement":null},{"id":"W4391141245","doi":"10.1017/s1041610223004477","title":"Older persons with mental health conditions in situations of risk and humanitarian crises: contribution of the WPA-SOAP and IPA","year":2024,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Mental health; SOAP; Psychiatry; Environmental health; Medicine; Computer science","score_opus":0.024781286895121598,"score_gpt":0.3959375095887305,"score_spread":0.3711562226936089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391141245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97127056,0.0015524852,0.00052915723,0.021465532,0.0011429664,0.0007032495,0.0019166508,0.000024131008,0.0013952942],"genre_scores_gemma":[0.9986361,0.00069838006,0.00006958598,0.0001564848,0.00009125447,0.000039906663,0.00007255315,0.00000885278,0.00022685173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990379,0.00012796694,0.00034764814,0.00016389287,0.0001947395,0.00012780224],"domain_scores_gemma":[0.9992671,0.00029717953,0.00018641396,0.00008552538,0.00013240393,0.000031358908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032156458,0.00008387149,0.0001448419,0.0001822668,0.00033503992,0.000009978982,0.00007641323,0.00004573209,0.00007396972],"category_scores_gemma":[0.000081217746,0.00005952585,0.000032515516,0.00023165767,0.00011818733,0.00010580015,0.000053911248,0.00020845867,0.0000018751604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081215636,0.00016260649,0.84450805,0.00016093215,0.00019783281,9.528118e-7,0.028293142,0.0000058836526,0.000089533794,0.10412177,0.0216553,0.00072280545],"study_design_scores_gemma":[0.001417778,0.00008999314,0.97763896,0.00054998917,0.0000504052,0.0000028515806,0.008033104,0.00014727014,0.000008658951,0.004327113,0.007638729,0.000095161005],"about_ca_topic_score_codex":0.0006985207,"about_ca_topic_score_gemma":0.0022480302,"teacher_disagreement_score":0.13313092,"about_ca_system_score_codex":0.000086353444,"about_ca_system_score_gemma":0.00010589862,"threshold_uncertainty_score":0.25768903},"labels":[],"label_agreement":null},{"id":"W4391171379","doi":"10.1111/cars.12461","title":"Economic precarity and changing levels of anxiety and stress among Canadians with disabilities and chronic health conditions throughout the COVID‐19 pandemic","year":2024,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Stressor; Anxiety; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Gerontology; Medicine; Psychiatry; Demography; Sociology; Disease","score_opus":0.11552656786874663,"score_gpt":0.40239942016046354,"score_spread":0.2868728522917169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391171379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81385607,0.15124017,0.000005991504,0.028258007,0.0001805246,0.001123112,0.0050427234,0.000034680637,0.00025874184],"genre_scores_gemma":[0.91583836,0.07997826,0.000015470545,0.003471389,0.00013924629,0.0002488687,0.00011879135,0.000023156032,0.00016647398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723995,0.0006771795,0.00053341704,0.00042862384,0.000030171155,0.0010906353],"domain_scores_gemma":[0.99706316,0.0016162089,0.00023426923,0.00026736342,0.00006794823,0.00075106113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001982113,0.00024938225,0.00078244193,0.00012363034,0.0011890662,0.0000071750183,0.0001723812,0.00025812243,0.000118299555],"category_scores_gemma":[0.00050056673,0.00018589754,0.00007301504,0.000103514285,0.0034203976,0.00008867592,0.00008156188,0.00061303144,0.0000010691265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017732762,0.0000017195289,0.906873,0.011342708,0.00017895052,0.0000037965858,0.056551374,0.000003081263,0.0000017556217,0.021420853,0.0024377683,0.0011832005],"study_design_scores_gemma":[0.0004458185,0.00028826206,0.80096763,0.007361917,0.000285839,0.000057749483,0.16184522,0.000052571697,4.49264e-7,0.009210596,0.019046832,0.00043714172],"about_ca_topic_score_codex":0.32588547,"about_ca_topic_score_gemma":0.96946204,"teacher_disagreement_score":0.64357656,"about_ca_system_score_codex":0.0030421051,"about_ca_system_score_gemma":0.00535959,"threshold_uncertainty_score":0.9992917},"labels":[],"label_agreement":null},{"id":"W4391187845","doi":"10.1007/s12062-024-09443-y","title":"An Exploration of the Impact of Academic Strike Actions on Older Adult Lecturers in Nigeria","year":2024,"lang":"en","type":"article","venue":"Journal of Population Ageing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology; Gerontology; Socioeconomics; Demographic economics; Medical education; Economics; Medicine","score_opus":0.10705434115188937,"score_gpt":0.48153871214956145,"score_spread":0.37448437099767207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391187845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969762,0.000097840646,0.0003491547,0.0015500284,0.00066521286,0.00018634365,0.000004097627,0.000009314738,0.0001618307],"genre_scores_gemma":[0.99956924,0.000059989332,0.000026312342,0.000044575318,0.00022590929,0.0000033836232,0.0000040653413,0.0000102029135,0.000056345838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864525,0.0002657476,0.0006914091,0.00006550032,0.00021947926,0.00011263263],"domain_scores_gemma":[0.9990731,0.0001434579,0.0005179397,0.00008741029,0.00014885246,0.000029236095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045906488,0.00007408893,0.00017939221,0.00026133738,0.00014913634,0.0000048661404,0.00007947006,0.000097405675,0.00005896549],"category_scores_gemma":[0.00022831526,0.000044197637,0.00012052527,0.00032885064,0.0000143791385,0.00059388444,0.000013863742,0.0006108174,0.0000013581681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014830906,0.00009013453,0.92813176,0.0001626184,0.00010459898,0.000005349189,0.030335132,0.021293813,0.011313788,0.0017165064,0.001846472,0.0048515457],"study_design_scores_gemma":[0.00032122087,0.00016252088,0.9919811,0.0013104569,0.00002095862,9.115635e-7,0.0029229023,0.00060584384,0.00017105453,0.0024116645,0.000044523775,0.00004687834],"about_ca_topic_score_codex":0.00034293244,"about_ca_topic_score_gemma":0.00030845415,"teacher_disagreement_score":0.06384933,"about_ca_system_score_codex":0.00019802568,"about_ca_system_score_gemma":0.00008529996,"threshold_uncertainty_score":0.26537317},"labels":[],"label_agreement":null},{"id":"W4391226213","doi":"10.21203/rs.3.rs-3881182/v1","title":"A Severe and Chronic Socio-Economic Crisis with no End in Sight, How Much Can Lebanese People Take?","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"American University of Beirut","keywords":"Sight; Development economics; Political science; Economics; Business; Astronomy","score_opus":0.07272393188054747,"score_gpt":0.4424547816150784,"score_spread":0.3697308497345309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391226213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8895515,0.0087461155,0.000001135627,0.085703395,0.00058714993,0.0034999633,0.00069800473,0.0001620335,0.011050686],"genre_scores_gemma":[0.9739017,0.0039537423,0.000021432632,0.00007674579,0.0010807868,0.002192601,0.00018592291,0.00011728527,0.018469777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950153,0.0011795417,0.00044895205,0.0011481172,0.0007201885,0.0014878575],"domain_scores_gemma":[0.9974532,0.000999834,0.00013034335,0.000733038,0.00041100782,0.00027254663],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018474367,0.00046398243,0.00081609347,0.0006404618,0.0010350117,0.00014211249,0.0004132305,0.0006133032,0.0012060123],"category_scores_gemma":[0.00016122902,0.00036177455,0.00011541757,0.00031727355,0.0002370699,0.000083318235,0.003381742,0.0050782533,0.0005214802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004045038,0.00015613704,0.4778284,0.038390175,0.00071059953,0.0003534936,0.08098506,0.000042484826,0.00004619391,0.0031845884,0.39603359,0.0018647624],"study_design_scores_gemma":[0.009387888,0.0032678004,0.3640349,0.031806722,0.0003488948,0.000029286704,0.31207564,0.0013279003,0.00006301688,0.050350856,0.2228112,0.00449588],"about_ca_topic_score_codex":0.021195723,"about_ca_topic_score_gemma":0.18504247,"teacher_disagreement_score":0.23109059,"about_ca_system_score_codex":0.0027804954,"about_ca_system_score_gemma":0.0033863517,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W4391324398","doi":"10.31219/osf.io/w78su","title":"Economic precarity and changing levels of anxiety and stress among Canadians with disabilities and chronic health conditions throughout the COVID-19 pandemic","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Social Sciences and Humanities Research Council; University of Toronto; University of Alberta","funders":"","keywords":"Mental health; Stressor; Pandemic; Anxiety; Psychology; Gerontology; Health and Retirement Study; Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry; Medicine; Disease","score_opus":0.09762056424826604,"score_gpt":0.42859957667323395,"score_spread":0.3309790124249679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391324398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95971453,0.007750214,0.00004547373,0.020651527,0.00032136275,0.0022147824,0.007279475,0.000118207616,0.0019044433],"genre_scores_gemma":[0.9907744,0.005721956,0.000019114765,0.0008563032,0.00019618827,0.00041374908,0.000106362524,0.000033176668,0.001878745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979966,0.00032042607,0.00048542436,0.00055917527,0.000104148916,0.00053417083],"domain_scores_gemma":[0.9982316,0.00087945623,0.00025276368,0.00033814347,0.000038952337,0.0002591181],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007409811,0.00031337986,0.0006071298,0.00011182259,0.0014253323,0.000038135007,0.00011575569,0.00021478883,0.00015804033],"category_scores_gemma":[0.00005404792,0.00020277935,0.000043665827,0.000058232665,0.0010612688,0.000069654816,0.0010510742,0.0009108161,0.0000012653866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000078252215,0.0000063379316,0.92731375,0.00473251,0.00022592563,3.8318058e-7,0.056222625,0.000045419536,4.57287e-7,0.009460869,0.0016723333,0.00031157734],"study_design_scores_gemma":[0.0014403274,0.000249547,0.76821506,0.0029522274,0.00042853743,0.000016829306,0.19058962,0.000605549,0.000004031989,0.028375674,0.0062909424,0.0008316754],"about_ca_topic_score_codex":0.1566498,"about_ca_topic_score_gemma":0.7604719,"teacher_disagreement_score":0.60382205,"about_ca_system_score_codex":0.00085929147,"about_ca_system_score_gemma":0.0020912285,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W4391407688","doi":"10.2139/ssrn.4705322","title":"Economic precarity and changing levels of anxiety and stress among Canadians with disabilities and chronic health conditions throughout the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Precarity; Pandemic; Coronavirus disease 2019 (COVID-19); Anxiety; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Gerontology; Psychiatry; Virology; Sociology; Disease; Gender studies","score_opus":0.04424110935356083,"score_gpt":0.39181901010044656,"score_spread":0.3475779007468857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391407688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95571953,0.029034197,0.00024024004,0.013749683,0.00013057399,0.0005034002,0.0004004949,0.000038275448,0.00018359345],"genre_scores_gemma":[0.97109354,0.0276022,0.0000032650516,0.00029102914,0.00022243295,0.000039803144,0.000009249143,0.000019278821,0.0007191964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778783,0.00026250407,0.00030870026,0.0002213653,0.000092559676,0.00132705],"domain_scores_gemma":[0.9990533,0.00050404493,0.00013759518,0.000108844644,0.000025207699,0.00017100945],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015718942,0.00015501863,0.00026665337,0.000091134185,0.0017954299,0.000033906446,0.00007730071,0.00006555716,0.0000393535],"category_scores_gemma":[0.00004135612,0.00010037143,0.000030898445,0.000082565966,0.00048709274,0.00019365495,0.00007204861,0.0012574329,6.653438e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012951208,0.0000053735707,0.90544635,0.0003705395,0.00024642562,4.870467e-7,0.024303272,0.000015854645,0.000003259795,0.06736413,0.00020904795,0.0020223001],"study_design_scores_gemma":[0.0028255545,0.0013136358,0.443121,0.0013055905,0.0003693266,0.0006525579,0.3850766,0.0005364715,0.0000054779825,0.15214166,0.011980988,0.00067114725],"about_ca_topic_score_codex":0.014850144,"about_ca_topic_score_gemma":0.5784415,"teacher_disagreement_score":0.56359136,"about_ca_system_score_codex":0.0019807224,"about_ca_system_score_gemma":0.0056404173,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4391434110","doi":"10.15173/glj.v15i1.5408","title":"Pandemic Necrolabour and Essential Workers in the UK and France","year":2024,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Medicine","score_opus":0.020074710306262677,"score_gpt":0.3838893981839136,"score_spread":0.3638146878776509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391434110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616916,0.01917444,0.000053819982,0.016023697,0.0010499915,0.00016425316,0.00002686738,0.00003078676,0.0017845525],"genre_scores_gemma":[0.9940019,0.0024804266,0.000043916723,0.0013552876,0.00069612765,0.000010917467,8.603124e-7,0.000006914635,0.001403639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987071,0.0002775538,0.0002837477,0.00015674961,0.00019298837,0.0003818692],"domain_scores_gemma":[0.99959266,0.00014874866,0.000058708338,0.000074534284,0.00004519022,0.000080140584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009206397,0.00012078587,0.00016015541,0.000040697287,0.0008215813,0.000100291036,0.00011736195,0.00009258341,0.00015682008],"category_scores_gemma":[0.000065250875,0.00007342152,0.000031457734,0.00026095018,0.000088550936,0.000115871364,0.00008859752,0.0007796923,0.000029076436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026502636,0.0000063571556,0.971425,0.00005900295,0.000029350924,0.00007690204,0.0018153376,8.012152e-7,0.000010006452,0.0065170126,0.014935453,0.005098255],"study_design_scores_gemma":[0.00050148513,0.000028414604,0.91139114,0.00034054075,0.000020929509,0.00010844085,0.0040617683,0.000009211013,1.6828093e-7,0.0093879625,0.074065164,0.00008475701],"about_ca_topic_score_codex":0.00040428378,"about_ca_topic_score_gemma":0.00057557464,"teacher_disagreement_score":0.06003386,"about_ca_system_score_codex":0.000054067197,"about_ca_system_score_gemma":0.00012338243,"threshold_uncertainty_score":0.6319022},"labels":[],"label_agreement":null},{"id":"W4391482947","doi":"10.1016/j.cjca.2024.01.029","title":"The Dynamic Nature of the Socioeconomic Determinants of Cardiovascular Health: A Narrative Review","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; Sunnybrook Health Science Centre; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Socioeconomic status; Narrative review; Narrative; Cardiovascular health; Intensive care medicine; Gerontology; Environmental health; Internal medicine; Disease; Linguistics; Population","score_opus":0.052450075699142465,"score_gpt":0.43037692855036425,"score_spread":0.3779268528512218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391482947","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035837995,0.98945117,0.0000019003791,0.0033846644,0.004949497,0.0012317871,0.00022776924,0.0000024516894,0.0007148945],"genre_scores_gemma":[0.00090389984,0.9976571,0.0000024590324,0.0003046378,0.0006163107,0.00005535231,0.000004976107,0.0000398859,0.00041533567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936361,0.0033303734,0.0021076465,0.0002063477,0.0001743513,0.00054522295],"domain_scores_gemma":[0.99587035,0.0006580439,0.002233069,0.0006272344,0.00039880554,0.00021251466],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003438429,0.00032848373,0.004727079,0.00018627307,0.00073184347,0.0000040894615,0.00085598615,0.0005610893,0.000011634939],"category_scores_gemma":[0.00046616734,0.00015609912,0.0033785137,0.00020579409,0.00050002773,0.000028448394,0.00010867557,0.002611657,0.000014510697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005573092,0.0000010922139,0.00052707584,0.10233678,0.010364682,0.000045180845,0.0021701904,0.000006645628,1.0722921e-8,0.00034403513,0.27271175,0.611487],"study_design_scores_gemma":[0.00009034295,0.0000640219,0.00014791278,0.06271513,0.002663018,0.000100821526,0.0005890069,1.3875314e-7,9.102041e-9,0.00017411214,0.9333509,0.00010453966],"about_ca_topic_score_codex":0.0007523134,"about_ca_topic_score_gemma":0.0091423355,"teacher_disagreement_score":0.66063917,"about_ca_system_score_codex":0.00079001754,"about_ca_system_score_gemma":0.011942979,"threshold_uncertainty_score":0.99968934},"labels":[],"label_agreement":null},{"id":"W4391508089","doi":"10.1007/s11109-024-09914-0","title":"Who Can Assert Ownership Over Automation? Workplace Technological Change, Populist and Ethno-nationalist Rhetoric, and Candidate Support","year":2024,"lang":"en","type":"article","venue":"Political Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Social Sciences and Humanities Research Council","keywords":"Rhetoric; Nationalism; Automation; Political science; Political economy; Sociology; Law; Engineering; Politics","score_opus":0.0947263550537791,"score_gpt":0.43835962839803116,"score_spread":0.3436332733442521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391508089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9221767,0.00044091346,0.00001121647,0.069359116,0.00051202375,0.0008243809,0.00029324985,0.00056505064,0.0058173053],"genre_scores_gemma":[0.98841995,0.000039925435,0.000058508234,0.0010682455,0.0003174703,0.0006815532,0.00009816938,0.000026988839,0.009289169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817157,0.00013166937,0.0003379809,0.00038378764,0.00027973866,0.0006952806],"domain_scores_gemma":[0.9991149,0.0003353645,0.000039564842,0.00015617572,0.000074697535,0.000279299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003638936,0.00020537848,0.0002674912,0.00014134636,0.0005787574,0.000055020337,0.000087832865,0.00028600186,0.00046899822],"category_scores_gemma":[0.00015492307,0.00015440544,0.000039345465,0.00019726693,0.00029703512,0.0001434517,0.00019881465,0.000547963,0.00004538288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060460497,0.000033462464,0.5021458,0.00012062758,0.000014816057,0.00003901914,0.0005364796,1.8747437e-9,0.000019162922,0.49221978,0.0038053163,0.0010594634],"study_design_scores_gemma":[0.00032883446,0.00006895486,0.9642378,0.00018257838,0.00013972927,0.000018811685,0.0007051681,0.000020760577,0.000018752162,0.005317316,0.028703684,0.00025759524],"about_ca_topic_score_codex":0.001820718,"about_ca_topic_score_gemma":0.000896304,"teacher_disagreement_score":0.48690245,"about_ca_system_score_codex":0.00023622873,"about_ca_system_score_gemma":0.000091157875,"threshold_uncertainty_score":0.62964714},"labels":[],"label_agreement":null},{"id":"W4391546076","doi":"10.1177/11786329241230158","title":"Filipino Personal Support Workers (PSWs) in Canada During Health Crisis: Successes and Challenges","year":2024,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Political science","score_opus":0.04455186004961827,"score_gpt":0.36185329288607126,"score_spread":0.317301432836453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391546076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66559,0.19622403,7.929587e-7,0.13335487,0.0017802112,0.00089496095,0.000049751572,0.00019229179,0.0019131185],"genre_scores_gemma":[0.9232277,0.06718683,0.000020690668,0.00841646,0.00039576914,0.00016617354,0.000035863883,0.000044362114,0.0005061181],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99654984,0.00043158932,0.00087211234,0.00064029155,0.00041881765,0.0010873445],"domain_scores_gemma":[0.9988,0.00029766862,0.0002018233,0.00022120195,0.00006775471,0.0004115721],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004441742,0.00031460755,0.00060832466,0.00025402269,0.0012103003,0.000025078501,0.00017662506,0.00010759205,0.00019677213],"category_scores_gemma":[0.0000047285134,0.0002629547,0.000036789108,0.00036081465,0.000029644603,0.00030207305,0.00019815896,0.00064911233,0.00003651507],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015962026,0.0001015506,0.3069555,0.12802465,0.00021430376,0.00029235464,0.51650316,0.000008649016,0.00000194567,0.003110407,0.035121296,0.009506582],"study_design_scores_gemma":[0.0007710188,0.00013439248,0.4220613,0.005844247,0.000011043931,0.0000073578617,0.23008214,0.00015365785,0.0000017090194,0.0002787963,0.34028035,0.00037396423],"about_ca_topic_score_codex":0.94683427,"about_ca_topic_score_gemma":0.99654126,"teacher_disagreement_score":0.30515906,"about_ca_system_score_codex":0.0012797867,"about_ca_system_score_gemma":0.0048791408,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W4391611532","doi":"10.1002/hec.4808","title":"Why do drinkers earn more? Job characteristics as a possible link","year":2024,"lang":"en","type":"article","venue":"Health Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Earnings; Consumption (sociology); Alcohol consumption; Human capital; Demographic economics; Economics; Health and Retirement Study; Set (abstract data type); Medicine; Alcohol; Gerontology","score_opus":0.05293628036833967,"score_gpt":0.40459446637275515,"score_spread":0.35165818600441545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391611532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6776996,0.003994985,0.00006402178,0.28173143,0.007153967,0.00139709,0.0001957365,0.0006201051,0.027143074],"genre_scores_gemma":[0.62908006,0.054978617,0.001028606,0.23700243,0.01121375,0.0010692311,0.00039487722,0.000519295,0.064713135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975971,0.00014733498,0.00087050063,0.00045122812,0.000082773964,0.0008510435],"domain_scores_gemma":[0.9987013,0.00034845184,0.00021023679,0.00036558876,0.00006300512,0.0003114686],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070674374,0.00024029125,0.00048312885,0.00016782027,0.0009991067,0.00006286325,0.00017680608,0.00019348382,0.000718535],"category_scores_gemma":[0.00006926713,0.0002299438,0.000108543914,0.00013560864,0.000072586336,0.00017186264,0.0001804698,0.000741071,0.0026028475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121092264,0.00005812757,0.2881995,0.0034327344,0.000272421,0.000030252331,0.028500076,0.000008224318,0.0000033615945,0.081763305,0.52417195,0.073438965],"study_design_scores_gemma":[0.000339378,0.00013047604,0.056111127,0.0004548479,0.00001731375,0.0000034115114,0.0013764435,0.00038046954,0.0000011359257,0.0022879199,0.93866134,0.00023613087],"about_ca_topic_score_codex":0.001180907,"about_ca_topic_score_gemma":0.00047938921,"teacher_disagreement_score":0.41448942,"about_ca_system_score_codex":0.0005330419,"about_ca_system_score_gemma":0.0010418745,"threshold_uncertainty_score":0.9981737},"labels":[],"label_agreement":null},{"id":"W4391637165","doi":"10.32920/25193522","title":"The Nexus between the Racialized and Gendered Organization of Precarious Employment and the Lived Experiences of Racialized Immigrant Women in Canada: A Review of the Academic Literature","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Nexus (standard); Immigration; Oppression; Gender studies; Sociology; Intersectionality; Social exclusion; Population; Demographic economics; Political science; Economics","score_opus":0.05343759531241865,"score_gpt":0.39589668312539494,"score_spread":0.3424590878129763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391637165","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052411,0.9857054,6.982623e-7,0.0030600606,0.00039242007,0.005362052,0.000069787704,0.000010667218,0.00015786134],"genre_scores_gemma":[0.009335393,0.9883006,0.0000018387975,0.00029208793,0.00008991437,0.0011696417,0.000019946086,0.00003270197,0.0007578686],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936646,0.0030546354,0.0020399112,0.00031617182,0.0005125502,0.0004121028],"domain_scores_gemma":[0.99535924,0.0023802738,0.0014476893,0.0004966918,0.00026321242,0.000052902556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029026025,0.00039062282,0.0022568759,0.00006229419,0.0006437001,0.000015629348,0.0006537196,0.00024932894,0.00004014755],"category_scores_gemma":[0.0010601716,0.00012444337,0.00017506913,0.001113515,0.00050896604,0.00004106767,0.0006823208,0.0009967673,4.1363356e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008984781,0.000019169514,0.0039578686,0.14307049,0.0013697915,0.0000014550641,0.7160781,5.7844794e-8,8.072081e-7,0.0014866489,0.007572026,0.12635377],"study_design_scores_gemma":[0.0018062228,0.00005871011,0.002387422,0.20537618,0.0028615482,0.0000037457366,0.09034095,0.0000018971386,0.000003973503,0.0008107336,0.6959435,0.00040517145],"about_ca_topic_score_codex":0.09366255,"about_ca_topic_score_gemma":0.06803288,"teacher_disagreement_score":0.6883714,"about_ca_system_score_codex":0.00029965452,"about_ca_system_score_gemma":0.0021222853,"threshold_uncertainty_score":0.94897306},"labels":[],"label_agreement":null},{"id":"W4391637267","doi":"10.32920/25193522.v1","title":"The Nexus between the Racialized and Gendered Organization of Precarious Employment and the Lived Experiences of Racialized Immigrant Women in Canada: A Review of the Academic Literature","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Nexus (standard); Immigration; Oppression; Gender studies; Sociology; Intersectionality; Population; Social exclusion; Political science; Situated; Demographic economics; Economics","score_opus":0.05343759531241865,"score_gpt":0.39589668312539494,"score_spread":0.3424590878129763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391637267","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052411,0.9857054,6.982623e-7,0.0030600606,0.00039242007,0.005362052,0.000069787704,0.000010667218,0.00015786134],"genre_scores_gemma":[0.009335393,0.9883006,0.0000018387975,0.00029208793,0.00008991437,0.0011696417,0.000019946086,0.00003270197,0.0007578686],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936646,0.0030546354,0.0020399112,0.00031617182,0.0005125502,0.0004121028],"domain_scores_gemma":[0.99535924,0.0023802738,0.0014476893,0.0004966918,0.00026321242,0.000052902556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029026025,0.00039062282,0.0022568759,0.00006229419,0.0006437001,0.000015629348,0.0006537196,0.00024932894,0.00004014755],"category_scores_gemma":[0.0010601716,0.00012444337,0.00017506913,0.001113515,0.00050896604,0.00004106767,0.0006823208,0.0009967673,4.1363356e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008984781,0.000019169514,0.0039578686,0.14307049,0.0013697915,0.0000014550641,0.7160781,5.7844794e-8,8.072081e-7,0.0014866489,0.007572026,0.12635377],"study_design_scores_gemma":[0.0018062228,0.00005871011,0.002387422,0.20537618,0.0028615482,0.0000037457366,0.09034095,0.0000018971386,0.000003973503,0.0008107336,0.6959435,0.00040517145],"about_ca_topic_score_codex":0.09366255,"about_ca_topic_score_gemma":0.06803288,"teacher_disagreement_score":0.6883714,"about_ca_system_score_codex":0.00029965452,"about_ca_system_score_gemma":0.0021222853,"threshold_uncertainty_score":0.94897306},"labels":[],"label_agreement":null},{"id":"W4391658313","doi":"10.32920/25193477.v1","title":"Well Enough to Work? Examining the Mental Health Outcomes of Precarious and Non- Status Migrants who are Precariously Employed in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Mental health; Deportation; Precarious work; Immigration; Demographic economics; Political science; Population; Social exclusion; Work (physics); Sociology; Economic growth; Criminology; Psychology; Gender studies; Demography","score_opus":0.047632656222351605,"score_gpt":0.36638845664784253,"score_spread":0.3187558004254909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391658313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468286,0.0056782314,0.0000031003135,0.03578946,0.0025226725,0.0044753486,0.00052188494,0.00007419282,0.0041064825],"genre_scores_gemma":[0.98571414,0.0013978126,0.00012556255,0.0030745456,0.00008756516,0.000545719,0.000052818617,0.00007879585,0.008923033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565715,0.0004997508,0.0013334283,0.0007932735,0.0005788818,0.0011374969],"domain_scores_gemma":[0.9977697,0.000703621,0.00051491,0.00063204236,0.00010450743,0.0002752067],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075891544,0.00055015524,0.0014686711,0.00021779463,0.00053717615,0.000026725958,0.00038145998,0.00023002109,0.00008859045],"category_scores_gemma":[0.00009178418,0.0003655095,0.00008460737,0.0003250042,0.00006651418,0.000025646217,0.0031204452,0.0016971336,0.000013514832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006103928,0.000027074604,0.85970473,0.0011262785,0.00024687275,0.0000071075588,0.0714694,0.000037762307,6.37881e-7,0.000025110228,0.06444402,0.0028499796],"study_design_scores_gemma":[0.0006346045,0.00008873598,0.95922405,0.0041628275,0.00004544623,2.3607551e-7,0.023981353,0.000019104908,0.0000033966783,0.00013542053,0.0113566145,0.0003482056],"about_ca_topic_score_codex":0.9875776,"about_ca_topic_score_gemma":0.99814427,"teacher_disagreement_score":0.09951933,"about_ca_system_score_codex":0.0016661996,"about_ca_system_score_gemma":0.004199914,"threshold_uncertainty_score":0.99987966},"labels":[],"label_agreement":null},{"id":"W4391658558","doi":"10.32920/25193468.v1","title":"Precarious Mobility and the COVID-19 Pandemic: Re-Examining Canada’s Migration-Security Nexus","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Toronto Metropolitan University","funders":"","keywords":"Nexus (standard); Refugee; Citizenship; Pandemic; Coronavirus disease 2019 (COVID-19); Political science; State (computer science); Development economics; 2019-20 coronavirus outbreak; Democracy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political economy; Economic growth; Geography; Sociology; Outbreak; Economics; Law; Politics; Medicine; Virology","score_opus":0.13474341834289397,"score_gpt":0.4251693530760502,"score_spread":0.29042593473315625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391658558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6334553,0.020536702,0.00014058514,0.19875574,0.0071292366,0.0073077767,0.0005909032,0.0009454632,0.13113832],"genre_scores_gemma":[0.975702,0.001090426,0.000020947762,0.008891695,0.00047000413,0.0009639952,0.00008687812,0.000032716332,0.012741346],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646163,0.0010893473,0.00080345775,0.0007590706,0.00039437,0.0004921383],"domain_scores_gemma":[0.9953968,0.0032510506,0.0002708524,0.0006868063,0.00015705467,0.00023744462],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002451483,0.00038036008,0.00064587354,0.000057130386,0.0014703817,0.00004822526,0.00030313595,0.00043513585,0.0003604951],"category_scores_gemma":[0.0013661251,0.00022760202,0.0000864308,0.00009694988,0.0002838609,0.00002796998,0.0029221948,0.0024701082,0.000014942449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013573896,0.000021271617,0.5287034,0.0027484356,0.00034697336,0.000011386598,0.08890814,0.000038520284,7.2759974e-7,0.008945669,0.36975962,0.00038014303],"study_design_scores_gemma":[0.0027737694,0.000059666538,0.053184696,0.0006704609,0.0006468039,0.0000047306035,0.042505875,0.001326723,0.0000012185305,0.25026846,0.6475152,0.0010424211],"about_ca_topic_score_codex":0.9639469,"about_ca_topic_score_gemma":0.99706084,"teacher_disagreement_score":0.47551867,"about_ca_system_score_codex":0.0009526805,"about_ca_system_score_gemma":0.005607412,"threshold_uncertainty_score":0.99983126},"labels":[],"label_agreement":null},{"id":"W4391658835","doi":"10.32920/25193477","title":"Well Enough to Work? Examining the Mental Health Outcomes of Precarious and Non- Status Migrants who are Precariously Employed in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Mental health; Deportation; Precarious work; Immigration; Political science; Demographic economics; Population; Social exclusion; Focus group; Work (physics); Sociology; Economic growth; Criminology; Gerontology; Psychology; Gender studies; Medicine; Demography; Psychiatry","score_opus":0.047632656222351605,"score_gpt":0.36638845664784253,"score_spread":0.3187558004254909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391658835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468286,0.0056782314,0.0000031003135,0.03578946,0.0025226725,0.0044753486,0.00052188494,0.00007419282,0.0041064825],"genre_scores_gemma":[0.98571414,0.0013978126,0.00012556255,0.0030745456,0.00008756516,0.000545719,0.000052818617,0.00007879585,0.008923033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565715,0.0004997508,0.0013334283,0.0007932735,0.0005788818,0.0011374969],"domain_scores_gemma":[0.9977697,0.000703621,0.00051491,0.00063204236,0.00010450743,0.0002752067],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075891544,0.00055015524,0.0014686711,0.00021779463,0.00053717615,0.000026725958,0.00038145998,0.00023002109,0.00008859045],"category_scores_gemma":[0.00009178418,0.0003655095,0.00008460737,0.0003250042,0.00006651418,0.000025646217,0.0031204452,0.0016971336,0.000013514832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006103928,0.000027074604,0.85970473,0.0011262785,0.00024687275,0.0000071075588,0.0714694,0.000037762307,6.37881e-7,0.000025110228,0.06444402,0.0028499796],"study_design_scores_gemma":[0.0006346045,0.00008873598,0.95922405,0.0041628275,0.00004544623,2.3607551e-7,0.023981353,0.000019104908,0.0000033966783,0.00013542053,0.0113566145,0.0003482056],"about_ca_topic_score_codex":0.9875776,"about_ca_topic_score_gemma":0.99814427,"teacher_disagreement_score":0.09951933,"about_ca_system_score_codex":0.0016661996,"about_ca_system_score_gemma":0.004199914,"threshold_uncertainty_score":0.99987966},"labels":[],"label_agreement":null},{"id":"W4391659188","doi":"10.32920/25193468","title":"Precarious Mobility and the COVID-19 Pandemic: Re-Examining Canada’s Migration-Security Nexus","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Toronto Metropolitan University","funders":"","keywords":"Nexus (standard); Refugee; Pandemic; Citizenship; Coronavirus disease 2019 (COVID-19); Political science; State (computer science); Development economics; 2019-20 coronavirus outbreak; Democracy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Economic growth; Political economy; Sociology; Economics; Outbreak; Politics; Law; Medicine; Virology","score_opus":0.13474341834289397,"score_gpt":0.4251693530760502,"score_spread":0.29042593473315625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391659188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6334553,0.020536702,0.00014058514,0.19875574,0.0071292366,0.0073077767,0.0005909032,0.0009454632,0.13113832],"genre_scores_gemma":[0.975702,0.001090426,0.000020947762,0.008891695,0.00047000413,0.0009639952,0.00008687812,0.000032716332,0.012741346],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646163,0.0010893473,0.00080345775,0.0007590706,0.00039437,0.0004921383],"domain_scores_gemma":[0.9953968,0.0032510506,0.0002708524,0.0006868063,0.00015705467,0.00023744462],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002451483,0.00038036008,0.00064587354,0.000057130386,0.0014703817,0.00004822526,0.00030313595,0.00043513585,0.0003604951],"category_scores_gemma":[0.0013661251,0.00022760202,0.0000864308,0.00009694988,0.0002838609,0.00002796998,0.0029221948,0.0024701082,0.000014942449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013573896,0.000021271617,0.5287034,0.0027484356,0.00034697336,0.000011386598,0.08890814,0.000038520284,7.2759974e-7,0.008945669,0.36975962,0.00038014303],"study_design_scores_gemma":[0.0027737694,0.000059666538,0.053184696,0.0006704609,0.0006468039,0.0000047306035,0.042505875,0.001326723,0.0000012185305,0.25026846,0.6475152,0.0010424211],"about_ca_topic_score_codex":0.9639469,"about_ca_topic_score_gemma":0.99706084,"teacher_disagreement_score":0.47551867,"about_ca_system_score_codex":0.0009526805,"about_ca_system_score_gemma":0.005607412,"threshold_uncertainty_score":0.99983126},"labels":[],"label_agreement":null},{"id":"W4391666380","doi":"10.12893/gjcpi.2022.3.6","title":"Placing Care Work in the Future of Work Discourse","year":2022,"lang":"en","type":"article","venue":"Glocalism Journal of Culture Politics and Innovation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Livelihood; Care work; Work (physics); Context (archaeology); Precarity; Political science; Expansive; Sustainability; Inclusion (mineral); Glocalization; Sociology; Development economics; Public relations; Economics; Social science; Globalization; Geography; Law","score_opus":0.030351707339536262,"score_gpt":0.3762095639242577,"score_spread":0.34585785658472146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391666380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748088,0.0042297556,0.00013231076,0.017900126,0.00092109275,0.00021580936,0.00002695346,0.0000041688168,0.0017609906],"genre_scores_gemma":[0.99728525,0.00010477979,0.00008265219,0.001631873,0.0006933042,0.000009523478,0.000020294137,0.0000058899905,0.00016644479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99864906,0.00022900589,0.000580688,0.000059454032,0.0003024465,0.0001793691],"domain_scores_gemma":[0.9989711,0.0000635859,0.00046440304,0.00007726842,0.0004053608,0.000018263294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063914893,0.00008041416,0.00018465308,0.00016614901,0.0005508333,0.0000068061636,0.0001182657,0.00005523479,0.000016742502],"category_scores_gemma":[0.000043089603,0.000047958474,0.000032195006,0.0010312152,0.000046973375,0.00007405079,0.000066253364,0.00068869785,2.7546423e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020666975,0.00008085263,0.23335908,0.00019514411,0.00006143926,0.000014639067,0.22792974,0.000111900496,0.000051945783,0.46647495,0.066461965,0.0050516776],"study_design_scores_gemma":[0.0013205818,0.00031263186,0.07819932,0.0003780965,0.000059531754,0.000013410464,0.48971927,0.0000036874344,0.00001336595,0.0074451626,0.42238775,0.0001471954],"about_ca_topic_score_codex":0.000023544735,"about_ca_topic_score_gemma":0.000012984747,"teacher_disagreement_score":0.4590298,"about_ca_system_score_codex":0.00007449266,"about_ca_system_score_gemma":0.00007380305,"threshold_uncertainty_score":0.42366204},"labels":[],"label_agreement":null},{"id":"W4391678577","doi":"10.21203/rs.3.rs-3922380/v1","title":"Equity as the new normal: the economic consequences of the pandemic, from The COVID Impact Project - focusing on systemically oppressed populations","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Ottawa; Memorial University of Newfoundland; Ottawa Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Equity (law); New normal; Virology; Economics; Political science; Medicine; Infectious disease (medical specialty); Disease; Outbreak; Law","score_opus":0.3903574980832145,"score_gpt":0.5814850453901452,"score_spread":0.1911275473069307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391678577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7874725,0.0065128906,0.000010442444,0.18242556,0.00207903,0.010137818,0.0018020308,0.00015529463,0.009404424],"genre_scores_gemma":[0.9944091,0.0008585395,0.00000644979,0.000573744,0.0014155032,0.000828499,0.00006668841,0.000053448,0.0017880711],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9900007,0.0063535296,0.00092725613,0.00060460303,0.0011932607,0.00092060445],"domain_scores_gemma":[0.9869751,0.010224295,0.00050215214,0.0018280109,0.00034672098,0.00012372334],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006601764,0.0003740068,0.00054272,0.000120918085,0.0039286227,0.00021912625,0.0023656287,0.00039911133,0.00034665898],"category_scores_gemma":[0.0024089138,0.0001332654,0.00047682828,0.0003376201,0.0010196789,0.000058451933,0.0071133673,0.0050355904,0.0001931633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008112352,0.00009193125,0.42892578,0.0037637136,0.0018911579,0.000010908286,0.06694728,0.0024867114,0.001036609,0.055112775,0.4366134,0.0023085019],"study_design_scores_gemma":[0.0021023504,0.00074140896,0.30046216,0.03566372,0.00097270455,0.000015275935,0.06507774,0.0010719704,0.00037181863,0.50521743,0.08696366,0.0013397333],"about_ca_topic_score_codex":0.15420891,"about_ca_topic_score_gemma":0.017923517,"teacher_disagreement_score":0.45010468,"about_ca_system_score_codex":0.0013789787,"about_ca_system_score_gemma":0.009023188,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W4391721141","doi":"10.1007/978-3-031-17299-1_302623","title":"Measuring Well-Being in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.10668433755518208,"score_gpt":0.33617870939016653,"score_spread":0.22949437183498445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391721141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022456188,0.000091406575,0.0000012469302,0.002516322,0.0015134612,0.00041698533,0.000006960698,0.000118343094,0.9951107],"genre_scores_gemma":[0.009477502,0.0004106073,0.0000062060944,0.00095099467,0.0003152355,0.00004247259,0.000016900245,0.00007996888,0.9887001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984124,0.000032849945,0.00050238974,0.0002685964,0.0003256274,0.00045815215],"domain_scores_gemma":[0.9991823,0.00035518734,0.0001215763,0.00020911574,0.00006402665,0.00006779839],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002524737,0.00023210274,0.00040622754,0.00013758386,0.00034347907,0.0000023459231,0.00013421773,0.00018419552,0.0025707097],"category_scores_gemma":[0.00003279336,0.00020361027,0.000048215967,0.00003218893,0.000013096929,0.000023812408,0.0002530574,0.0008321777,0.0013422561],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013866234,0.0000026814082,0.09864738,0.00060929783,0.00015349363,0.00021611554,0.0013231415,0.000004135506,0.0000010198029,0.59037715,0.30660018,0.0020515148],"study_design_scores_gemma":[0.0003875897,0.0000095166215,0.011948112,0.00215047,0.000029878644,2.1296965e-7,0.0009873174,0.0000052375212,0.000001510711,0.03997835,0.94401294,0.00048883405],"about_ca_topic_score_codex":0.94819325,"about_ca_topic_score_gemma":0.999003,"teacher_disagreement_score":0.6374128,"about_ca_system_score_codex":0.0010683286,"about_ca_system_score_gemma":0.0013123039,"threshold_uncertainty_score":0.9994353},"labels":[],"label_agreement":null},{"id":"W4391728309","doi":"10.1007/978-3-031-17299-1_3564","title":"Rural Seniors","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Saskatchewan; Thompson Rivers University; Prince Albert Grand Council; University of Regina","funders":"","keywords":"Psychology","score_opus":0.08652162970920088,"score_gpt":0.40147652386285637,"score_spread":0.3149548941536555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391728309","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038333317,0.00010644192,0.0000036940194,0.0051143495,0.0021341932,0.00047985144,0.00003942219,0.00068553985,0.99139816],"genre_scores_gemma":[0.00017453464,0.00074072665,0.000012613722,0.0011014129,0.0009911695,0.000044298038,0.000079079415,0.000100372476,0.9967558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988291,0.000023218901,0.00037732505,0.0001893444,0.0002201835,0.00036078546],"domain_scores_gemma":[0.99917257,0.00027814848,0.00013545858,0.0002515381,0.00009294358,0.00006936451],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016213961,0.0002447363,0.00036363147,0.000106790925,0.0005708906,0.0000030134465,0.00011642084,0.00040646986,0.009781229],"category_scores_gemma":[0.000022445518,0.000182844,0.00013243165,0.000018050347,0.00004953253,0.000024339972,0.00028603442,0.00067184295,0.029816797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004650443,0.0000010987852,0.0009189554,0.00007490354,0.00007766267,0.000007646444,0.00037865384,2.0982428e-8,5.2071135e-7,0.47025207,0.5273239,0.0009599044],"study_design_scores_gemma":[0.00017697783,0.00002270083,0.0007940439,0.0003902189,0.000042186864,1.5901225e-7,0.0005753879,3.4510316e-7,2.1149798e-7,0.04662649,0.95114064,0.00023063616],"about_ca_topic_score_codex":0.0001554519,"about_ca_topic_score_gemma":0.0005785469,"teacher_disagreement_score":0.42381674,"about_ca_system_score_codex":0.00006536437,"about_ca_system_score_gemma":0.000072924406,"threshold_uncertainty_score":0.991124},"labels":[],"label_agreement":null},{"id":"W4391728459","doi":"10.1007/978-3-031-17299-1_304851","title":"Well-Being Index for Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.05892832703097683,"score_gpt":0.36567983239652674,"score_spread":0.3067515053655499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391728459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011912169,0.000057943817,0.000048173548,0.007100034,0.0025794674,0.0010438771,0.00006224989,0.00019326888,0.98890305],"genre_scores_gemma":[0.00074994593,0.00015671951,0.000015663985,0.0030207965,0.0009403832,0.00017289468,0.00010393471,0.0001075677,0.9947321],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864215,0.00001293089,0.00040752298,0.0002694881,0.00023431708,0.00043361058],"domain_scores_gemma":[0.99871767,0.0006813739,0.00015496569,0.00021491575,0.00015269888,0.00007836805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017338974,0.0002418108,0.0003821132,0.00007410637,0.0008201722,0.0000031846678,0.00013181592,0.0003036288,0.0023333598],"category_scores_gemma":[0.000040214287,0.00019943179,0.00008830863,0.000016311682,0.000021068292,0.000017567534,0.00018295426,0.00045663505,0.00048163423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007536059,6.255883e-7,0.0013075303,0.00019751434,0.00008650137,0.000004424266,0.0001249542,2.0701236e-7,5.71875e-8,0.36466736,0.6331988,0.00040450215],"study_design_scores_gemma":[0.00024775168,0.000015744672,0.00045408276,0.00030262402,0.000037005815,5.6870025e-8,0.00023891298,0.000005375294,2.7887597e-7,0.05352438,0.94495416,0.00021961571],"about_ca_topic_score_codex":0.40404546,"about_ca_topic_score_gemma":0.9638887,"teacher_disagreement_score":0.5598432,"about_ca_system_score_codex":0.00025062033,"about_ca_system_score_gemma":0.0008012953,"threshold_uncertainty_score":0.99857867},"labels":[],"label_agreement":null},{"id":"W4391744469","doi":"10.1037/t91137-000","title":"Canadian Index of Wellbeing Community Survey--Ghanaian Version","year":2023,"lang":"en","type":"dataset","venue":"PsycTESTS Dataset","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Geography; Statistics; Socioeconomics; Sociology; Mathematics; Computer science; World Wide Web","score_opus":0.10613218383352471,"score_gpt":0.4316211019692119,"score_spread":0.32548891813568714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391744469","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092608057,0.00009855526,3.772592e-7,0.0008240191,0.0020770556,0.0007314016,0.99517345,0.000062620435,0.000106429376],"genre_scores_gemma":[0.00038621106,0.00054634653,0.0000041194467,0.00091403205,0.00023431853,0.00007159812,0.9973891,0.00005653005,0.00039777462],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99444854,0.0027095785,0.00091886334,0.00042652152,0.00048749786,0.0010090164],"domain_scores_gemma":[0.9941375,0.0023869588,0.0005920378,0.0022023222,0.00024329615,0.00043786922],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030404313,0.00047645962,0.0008332612,0.00070128357,0.0021999192,0.000016920125,0.0014422212,0.00069229276,0.0007929911],"category_scores_gemma":[0.0014417212,0.00046350015,0.00008422417,0.0007279004,0.00015358419,0.00012894289,0.0011432824,0.0026852628,0.007951516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037130463,0.00005899178,0.06637695,0.00077910424,0.00013986316,0.000022099504,0.00010972335,5.0779886e-7,4.7743873e-7,0.000002299275,0.93242913,0.000043737982],"study_design_scores_gemma":[0.00042294865,0.00005897384,0.19059423,0.0006019547,0.000080693724,4.5212272e-7,0.00038882994,9.960688e-7,2.74717e-7,0.000047047655,0.8074804,0.00032323107],"about_ca_topic_score_codex":0.980744,"about_ca_topic_score_gemma":0.9931476,"teacher_disagreement_score":0.124948755,"about_ca_system_score_codex":0.00044429387,"about_ca_system_score_gemma":0.0009879033,"threshold_uncertainty_score":0.99978167},"labels":[],"label_agreement":null},{"id":"W4391782858","doi":"10.1177/04866134231224043","title":"The Nature of Labor’s Vulnerability to Exploitation","year":2024,"lang":"en","type":"article","venue":"Review of Radical Political Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulnerability (computing); Economics; Natural resource economics; Economic geography; Computer security; Computer science","score_opus":0.03868658179194088,"score_gpt":0.43352778269856634,"score_spread":0.39484120090662544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391782858","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18508874,0.25263688,0.00013609111,0.5143155,0.0024286741,0.0022899543,0.00032976115,0.0001080321,0.042666353],"genre_scores_gemma":[0.86766917,0.10657687,0.00035360776,0.023393953,0.0007592843,0.00023311043,0.000020914185,0.000036897767,0.00095617975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835294,0.00025939112,0.00079526316,0.00017168019,0.00008697609,0.0003337642],"domain_scores_gemma":[0.99705106,0.002351034,0.00007308106,0.00025237465,0.000110397916,0.00016207254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011897195,0.00009508251,0.00039036293,0.00002723542,0.00015708256,0.0000041322924,0.00016089728,0.00011852174,0.00015933582],"category_scores_gemma":[0.0020866995,0.000058803515,0.0001364462,0.00011619752,0.00020882669,0.000049822112,0.00009409386,0.00047064494,0.0000859671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072990015,0.000014958854,0.00089696306,0.007860091,0.000032171378,2.0613088e-7,0.00009282645,1.7829902e-7,0.0000022522083,0.96529883,0.01942925,0.0063649854],"study_design_scores_gemma":[0.00010622271,0.00008097827,0.006023424,0.0066093644,0.000061832754,4.5375327e-7,0.00026207414,0.000039101917,0.000035152658,0.06413406,0.92254573,0.00010161892],"about_ca_topic_score_codex":0.000034585646,"about_ca_topic_score_gemma":0.000019758876,"teacher_disagreement_score":0.90311646,"about_ca_system_score_codex":0.00013942007,"about_ca_system_score_gemma":0.00021217056,"threshold_uncertainty_score":0.2498125},"labels":[],"label_agreement":null},{"id":"W4391809796","doi":"10.2139/ssrn.4724190","title":"The Employment Effects of a Pandemic Wage Subsidy","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Statistics Canada; University of Toronto","funders":"","keywords":"Subsidy; Wage; Pandemic; Labour economics; Business; Coronavirus disease 2019 (COVID-19); Economics; Demographic economics; Medicine; Market economy","score_opus":0.024413083720905396,"score_gpt":0.3797286989696092,"score_spread":0.3553156152487038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391809796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8020495,0.17415474,0.0002499748,0.009029423,0.007938711,0.0020223719,0.00001642231,0.00020231737,0.004336547],"genre_scores_gemma":[0.8674698,0.105506405,0.0000056712324,0.0001359087,0.0013862817,0.00026693696,0.0000074556306,0.00008604398,0.02513548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99368787,0.00082277064,0.0010388957,0.00038026657,0.00056212395,0.0035080821],"domain_scores_gemma":[0.9972767,0.0011880317,0.0007228315,0.00049282896,0.00022094081,0.000098661716],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004483908,0.0004182098,0.00064042566,0.00016119087,0.0014180238,0.00003506118,0.00070078875,0.0004060251,0.000023017608],"category_scores_gemma":[0.00026271513,0.00024928065,0.00043666307,0.00015769854,0.00012958374,0.000030494799,0.0015626911,0.014790182,0.00013581399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006652968,0.00033717765,0.16177152,0.005164737,0.01239444,0.00007545923,0.019528981,0.000029667526,0.00078253605,0.65243345,0.03706279,0.109753914],"study_design_scores_gemma":[0.0009650513,0.00044855993,0.005350041,0.002482072,0.0006202492,0.000027703549,0.0046771704,0.000010632328,0.000047809168,0.9654557,0.019528205,0.00038678577],"about_ca_topic_score_codex":0.00043076708,"about_ca_topic_score_gemma":0.0053597246,"teacher_disagreement_score":0.31302223,"about_ca_system_score_codex":0.0021257426,"about_ca_system_score_gemma":0.0062641217,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W4391842841","doi":"10.1017/psrm.2024.1","title":"Attitudes toward automation and the demand for policies addressing job loss: the effects of information about trade-offs","year":2024,"lang":"en","type":"article","venue":"Political Science Research and Methods","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"University of Toronto; University of Washington; California Institute of Technology","keywords":"Job loss; Economics; Automation; Environmental economics; Microeconomics; Operations management; Engineering; Macroeconomics","score_opus":0.195040786107986,"score_gpt":0.6009483622078439,"score_spread":0.40590757609985784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391842841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73958653,0.009678847,0.059123535,0.17102095,0.000959376,0.0052633923,0.000036640115,0.00015094584,0.014179808],"genre_scores_gemma":[0.99630135,0.00044719508,0.0024256017,0.00032498513,0.00014327644,0.00024220093,7.754806e-7,0.0000036915112,0.00011089767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974301,0.0009866697,0.00024915533,0.00013013268,0.0004228935,0.00078103354],"domain_scores_gemma":[0.98439866,0.015133035,0.00002952592,0.00010682403,0.00016911785,0.00016280737],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.014008179,0.00006980462,0.000154893,0.00015097058,0.0019323298,0.00014687651,0.00016968878,0.0000494056,0.000004700448],"category_scores_gemma":[0.008187312,0.0000310755,0.000029325158,0.0004206173,0.0036127765,0.00040142785,0.00023249272,0.00029504142,0.0000018319034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029003575,0.0000055231967,0.0035796405,0.0017310802,0.000013252985,1.3062143e-7,0.011039003,6.818605e-8,0.00044678274,0.9422072,0.000347737,0.040600576],"study_design_scores_gemma":[0.0009466651,0.00030852982,0.6773036,0.0012248724,0.00004263179,0.0000033757858,0.0065991418,0.0034666255,0.0025866535,0.295929,0.011471898,0.00011699354],"about_ca_topic_score_codex":0.00052808697,"about_ca_topic_score_gemma":0.000015907848,"teacher_disagreement_score":0.67372394,"about_ca_system_score_codex":0.000066514054,"about_ca_system_score_gemma":0.0002806894,"threshold_uncertainty_score":0.999367},"labels":[],"label_agreement":null},{"id":"W4391845859","doi":"10.1145/3640479.3640487","title":"Work, Automation, and Job Loss","year":2024,"lang":"en","type":"book-chapter","venue":"ACM eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Automation; Job loss; Computer science; Engineering; Mechanical engineering; Economics; Unemployment; Macroeconomics","score_opus":0.06930238573249782,"score_gpt":0.37430445026880355,"score_spread":0.30500206453630574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391845859","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006632305,0.0019143769,0.000002382241,0.004814814,0.0011850764,0.0005804388,0.00003171419,0.00036830685,0.99043965],"genre_scores_gemma":[0.0048736613,0.00018826571,0.000057625406,0.00084508664,0.0007903997,0.00008620934,0.000019132063,0.00008685664,0.9930528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987476,0.000023977907,0.0004087386,0.00033528684,0.0001919138,0.000292489],"domain_scores_gemma":[0.99890757,0.00030132922,0.00013649496,0.00048190544,0.0000935246,0.00007918034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019295742,0.00028673548,0.00035613737,0.00012064813,0.00048407068,0.000016356516,0.00018457967,0.00041938835,0.0005368677],"category_scores_gemma":[0.00004766482,0.00023581387,0.00007794057,0.000009963571,0.00012874375,0.000021502057,0.00071106217,0.0007606894,0.0020454535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013032919,0.0000013965462,0.0026624186,0.0005717917,0.00021938038,0.000038875936,0.0035738489,1.1906481e-8,0.0000011861548,0.7729497,0.21072675,0.009241592],"study_design_scores_gemma":[0.00014102118,0.000018798168,0.0016566248,0.001199745,0.00009954779,0.0000011072868,0.000061837396,2.1876038e-7,5.0781097e-7,0.24469998,0.75191826,0.00020231945],"about_ca_topic_score_codex":0.000028864644,"about_ca_topic_score_gemma":0.00012144991,"teacher_disagreement_score":0.5411915,"about_ca_system_score_codex":0.00006670573,"about_ca_system_score_gemma":0.000079343394,"threshold_uncertainty_score":0.99873155},"labels":[],"label_agreement":null},{"id":"W4391858739","doi":"10.1353/eca.2023.a919363","title":"The Health Wedge and Labor Market Inequality","year":2023,"lang":"en","type":"article","venue":"Brookings Papers on Economic Activity","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wedge (geometry); Inequality; Labour economics; Economics; Mathematics; Geometry","score_opus":0.04536884468255057,"score_gpt":0.3807820136998007,"score_spread":0.3354131690172501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391858739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8806479,0.00008773157,4.3195965e-7,0.0435466,0.0007226605,0.0005236763,0.000066866785,0.00020172232,0.07420241],"genre_scores_gemma":[0.979965,0.0012908938,0.0000024332044,0.0027091454,0.0002188618,0.0001330822,0.000004394899,0.000023615334,0.015652573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827635,0.0004608085,0.00029349682,0.00032509977,0.00008296951,0.0005612709],"domain_scores_gemma":[0.99759895,0.0017415043,0.00025197747,0.00027979483,0.000015742413,0.00011200738],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018193815,0.00016521571,0.00028789078,0.0000499361,0.0023397598,0.000019570844,0.00012932798,0.0000849776,0.00019385308],"category_scores_gemma":[0.00016429498,0.0001197883,0.000052098225,0.00007966322,0.000117886666,0.00009181183,0.00020482573,0.0003728568,0.000353953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042093967,0.000035666424,0.623323,0.00016601071,0.00012543464,0.0000016401921,0.0032998996,0.0000015460993,0.00006990932,0.014350839,0.27541745,0.08278761],"study_design_scores_gemma":[0.00040343468,0.0000599144,0.7303982,0.000036723108,0.00000389289,1.6607152e-7,0.0009082134,0.00003421763,0.0000057055304,0.00064333243,0.26740262,0.00010360297],"about_ca_topic_score_codex":0.00082430814,"about_ca_topic_score_gemma":0.0020749024,"teacher_disagreement_score":0.10707513,"about_ca_system_score_codex":0.00033136513,"about_ca_system_score_gemma":0.00015841784,"threshold_uncertainty_score":0.99895906},"labels":[],"label_agreement":null},{"id":"W4391864540","doi":"10.51644/9780889209367","title":"The Diverse Worlds of Unemployed Adults","year":2006,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Geography; Psychology","score_opus":0.03689531784604265,"score_gpt":0.36349158159916956,"score_spread":0.3265962637531269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391864540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002574536,0.0006386324,0.000005081563,0.001754176,0.0010438702,0.000867091,0.000071173046,0.0001144186,0.9952481],"genre_scores_gemma":[0.0005255356,0.00037649827,0.000016786125,0.00028668926,0.00062618183,0.00007506558,0.000092310365,0.000040728763,0.9979602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982616,0.00013373538,0.000644061,0.00022204842,0.00032829505,0.00041026185],"domain_scores_gemma":[0.99781835,0.0010046343,0.00043135814,0.00042459206,0.0002774643,0.00004361683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002986193,0.00024744135,0.00042657458,0.00007032233,0.0011680215,0.0000033456977,0.00029554954,0.0003090274,0.0006811366],"category_scores_gemma":[0.000050227365,0.00013916685,0.00016659245,0.00006518744,0.00019482088,0.000024841856,0.00036242642,0.00059679506,0.00043558134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005418741,0.000011833528,0.006194832,0.00018247949,0.00008690326,0.0000016659094,0.00043635975,1.1046177e-7,1.6253749e-7,0.03602324,0.95578533,0.0012228831],"study_design_scores_gemma":[0.00051903713,0.000046969883,0.004804599,0.0005875262,0.00006503683,3.9818584e-8,0.0005214139,5.221109e-7,6.167358e-7,0.005047183,0.98825186,0.00015517906],"about_ca_topic_score_codex":0.001069384,"about_ca_topic_score_gemma":0.009359307,"teacher_disagreement_score":0.032466535,"about_ca_system_score_codex":0.00013255415,"about_ca_system_score_gemma":0.00030020112,"threshold_uncertainty_score":0.8983595},"labels":[],"label_agreement":null},{"id":"W4391880619","doi":"10.1111/ilrf.12300","title":"La sécurité et la santé au travail en tant que droits fondamentaux: étude historique comparative de la stratégie du réalisme vigilant de l'OIT","year":2024,"lang":"fr","type":"article","venue":"Revue internationale du Travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","score_opus":0.02532178446999014,"score_gpt":0.3750508195723938,"score_spread":0.34972903510240366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391880619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7196181,0.044939317,0.0037353209,0.032199956,0.0035796359,0.0014208424,0.0017458693,0.0004728013,0.19228815],"genre_scores_gemma":[0.900368,0.02564398,0.0005530512,0.00092447817,0.0026680925,0.00039305343,0.00018030804,0.00011894355,0.06915013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921257,0.0047053182,0.0010610196,0.000739898,0.00051185576,0.0008562286],"domain_scores_gemma":[0.99222803,0.0066068065,0.0003023562,0.00029919826,0.00024304153,0.00032059068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036740785,0.00060061924,0.00073920627,0.0002840221,0.00042803225,0.00020106096,0.0005845793,0.0007107396,0.0010412147],"category_scores_gemma":[0.0003424184,0.0006316063,0.00035516947,0.00026278288,0.0005024619,0.0003861299,0.00022956378,0.002015758,0.00039114305],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017303652,0.0009949936,0.0665334,0.0019527796,0.0013730956,0.0017975633,0.16246647,0.00011204815,0.0012065993,0.64248353,0.11204698,0.008859502],"study_design_scores_gemma":[0.0011668998,0.00020438658,0.12682962,0.0044237976,0.00024396204,0.00051345094,0.0060184887,0.0014497307,0.00016553354,0.003360408,0.8550065,0.00061721186],"about_ca_topic_score_codex":0.0046835872,"about_ca_topic_score_gemma":0.0076050316,"teacher_disagreement_score":0.7429595,"about_ca_system_score_codex":0.002683937,"about_ca_system_score_gemma":0.0015548832,"threshold_uncertainty_score":0.99987197},"labels":[],"label_agreement":null},{"id":"W4391934984","doi":"10.52783/jier.v4i1.589","title":"Impact of Covid-19 on Employment Equity: A Canadian Perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Informatics Education and Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fleming College","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Equity (law); Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Demographic economics; Political science; Economics; Medicine; Computer science; Virology; Internal medicine; Infectious disease (medical specialty); Artificial intelligence; Outbreak","score_opus":0.22808000746197257,"score_gpt":0.6236738627968145,"score_spread":0.3955938553348419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391934984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8187607,0.0028311315,0.000070646434,0.04999216,0.0011823031,0.0006733111,0.000038660317,0.000012660402,0.12643844],"genre_scores_gemma":[0.9958142,0.0010510659,0.00006105718,0.00046727667,0.00025732061,0.0000122885895,0.0000025781828,0.0000067684923,0.0023274568],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9984575,0.0001865763,0.00053607364,0.000041258736,0.00049272197,0.00028589205],"domain_scores_gemma":[0.9975794,0.0005613984,0.00014906847,0.00009201031,0.0011265257,0.00049157545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027830207,0.000067506524,0.00015875377,0.0010810067,0.00048502724,0.00003840837,0.00012073344,0.00006515495,0.00031808595],"category_scores_gemma":[0.0010854226,0.000042186086,0.00007214276,0.00035830622,0.00008976748,0.00017089846,0.00006958296,0.0007059939,0.00003518756],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009990678,0.00016422562,0.02525415,0.00083539216,0.00029187946,0.000004927789,0.34561765,0.000015325915,0.000016042892,0.058669053,0.5565811,0.012450374],"study_design_scores_gemma":[0.0009464886,0.0026861448,0.071364425,0.0020828412,0.000051104875,0.000046032936,0.6584743,0.00014642061,0.000017662027,0.030689145,0.23329513,0.00020026564],"about_ca_topic_score_codex":0.036023885,"about_ca_topic_score_gemma":0.0044585397,"teacher_disagreement_score":0.32328594,"about_ca_system_score_codex":0.0021000702,"about_ca_system_score_gemma":0.014963174,"threshold_uncertainty_score":0.9906211},"labels":[],"label_agreement":null},{"id":"W4391946752","doi":"10.1002/soej.12684","title":"Economic fluctuations and mortality in Canada revisited","year":2024,"lang":"en","type":"article","venue":"Southern Economic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Margin (machine learning); Demographic economics; Economics; Panel data; Mortality rate; Demography; Aggregate data; Econometrics; Medicine","score_opus":0.03509567568643847,"score_gpt":0.3532821609427389,"score_spread":0.31818648525630044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391946752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988988,0.0014215058,0.000009669257,0.0028080416,0.0014140597,0.00015335761,0.00016776586,0.000019737912,0.0050178654],"genre_scores_gemma":[0.9973158,0.00038688083,0.000009096042,0.00023857434,0.0006050767,0.000012013619,0.000006017221,0.000018353165,0.0014081693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988869,0.00011779591,0.000506517,0.00016407816,0.0000382042,0.00028654086],"domain_scores_gemma":[0.9995423,0.00016004809,0.00009590615,0.00009927663,0.000010408079,0.000092061215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055491144,0.00010439946,0.00020805495,0.000087224864,0.00034187347,0.00003247876,0.00007984261,0.00004189937,0.0018912136],"category_scores_gemma":[0.000015186628,0.00009176029,0.00003655223,0.000024106017,0.000024162648,0.00011293739,0.000051860086,0.0004460002,0.00052347884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005122004,0.0000016547501,0.98546976,0.000037514947,0.000092197464,0.000016498083,0.0033054654,0.000052271396,0.000004003661,0.0015105084,0.007720582,0.0017844039],"study_design_scores_gemma":[0.0007783745,0.000017504202,0.90993416,0.0003704379,0.000059868064,0.000029725465,0.020890083,0.0019991952,0.000001236411,0.012988092,0.052628137,0.0003031656],"about_ca_topic_score_codex":0.5973215,"about_ca_topic_score_gemma":0.9625505,"teacher_disagreement_score":0.365229,"about_ca_system_score_codex":0.00165051,"about_ca_system_score_gemma":0.0019510372,"threshold_uncertainty_score":0.9990212},"labels":[],"label_agreement":null},{"id":"W4392090814","doi":"10.7202/1109480ar","title":"Overqualification and Turnover Intention: The Significance of Work-Life Balance for Canadian-Born and Immigrant Employees","year":2024,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal; Université Laval","funders":"","keywords":"Turnover intention; Immigration; Work–life balance; Demographic economics; Balance (ability); Turnover; Work (physics); Psychology; Labour economics; Sociology; Social psychology; Political science; Economics; Job satisfaction; Management; Engineering","score_opus":0.06080287655612853,"score_gpt":0.3515037423977242,"score_spread":0.29070086584159566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392090814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90024453,0.015709989,0.0018844095,0.07510678,0.0007637424,0.0022132846,0.00031376048,0.00009510006,0.0036684067],"genre_scores_gemma":[0.99276435,0.00039030978,0.00005602327,0.00012518193,0.00012330133,0.00023791683,0.00002724139,0.000013096783,0.0062626],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999139,0.00008760979,0.00031900857,0.00017716232,0.000089780784,0.00018745296],"domain_scores_gemma":[0.9985053,0.0010908358,0.000083679464,0.00013439867,0.000114729606,0.00007105589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003644263,0.0000942542,0.000130089,0.00009253961,0.0007599952,0.000018996237,0.000059559374,0.00015342746,0.000051954954],"category_scores_gemma":[0.0003423145,0.00006617918,0.00003070206,0.00029928936,0.00014185521,0.000094459145,0.000027467911,0.00029434578,0.000010157288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038074326,0.000019964482,0.6597991,0.000103069375,0.00018325058,6.652857e-7,0.009088393,0.000015724148,0.00006424224,0.13717496,0.18553764,0.007974907],"study_design_scores_gemma":[0.00039288873,0.000054933407,0.3889332,0.000633964,0.0001185393,6.023452e-7,0.008634191,0.00029186916,0.000027058904,0.0019416728,0.5987965,0.00017459519],"about_ca_topic_score_codex":0.0078381505,"about_ca_topic_score_gemma":0.007526892,"teacher_disagreement_score":0.41325882,"about_ca_system_score_codex":0.000051928775,"about_ca_system_score_gemma":0.0002848348,"threshold_uncertainty_score":0.99876875},"labels":[],"label_agreement":null},{"id":"W4392151701","doi":"10.1007/s13178-024-00950-3","title":"Precarious Employment: A Neglected Issue Among Lesbian, Gay, Bisexual, and Transgender Workers","year":2024,"lang":"en","type":"article","venue":"Sexuality Research and Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Institute for Work & Health; University of Waterloo; York University; University of Toronto","funders":"","keywords":"Transgender; Lesbian; Psychology; Gender studies; Homosexuality; Sociology; Sexual behavior; Social psychology","score_opus":0.3029730402100753,"score_gpt":0.5604075616419553,"score_spread":0.25743452143187995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392151701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91247797,0.004022558,0.000020212068,0.073216274,0.0002672265,0.0012182699,0.00013241635,0.00031302145,0.008332042],"genre_scores_gemma":[0.94959146,0.0007007983,0.000009784616,0.00061330694,0.0028725783,0.00024086171,0.000042120406,0.00005293099,0.04587613],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956978,0.0013831955,0.0004246741,0.0005591914,0.0006483208,0.0012868021],"domain_scores_gemma":[0.9986611,0.0005951199,0.000039140294,0.00018358692,0.00021655872,0.0003045151],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013473176,0.00023811623,0.00037807997,0.00039388624,0.0045977347,0.00013581161,0.0001688398,0.00032426853,0.00019351848],"category_scores_gemma":[0.000212124,0.00020741297,0.000050306204,0.00090804225,0.0010010247,0.00020816084,0.0005959103,0.0012774552,0.00006258867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022409542,0.00020298475,0.1453913,0.0023846086,0.00061625725,0.00004006897,0.5680319,1.2256231e-7,0.00063527364,0.027262028,0.1945306,0.060680732],"study_design_scores_gemma":[0.0015345422,0.0005930344,0.35966167,0.0003181915,0.000053356354,0.0000016327106,0.068887204,0.000023111632,0.00002472018,0.033822186,0.5345052,0.0005751746],"about_ca_topic_score_codex":0.053552356,"about_ca_topic_score_gemma":0.008912608,"teacher_disagreement_score":0.49914473,"about_ca_system_score_codex":0.00026581253,"about_ca_system_score_gemma":0.00057445595,"threshold_uncertainty_score":0.99669814},"labels":[],"label_agreement":null},{"id":"W4392172310","doi":"10.2139/ssrn.4737333","title":"Global Labor Market Power","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Market power; Power (physics); Business; Economics; Labour economics; Market economy","score_opus":0.014172839334665982,"score_gpt":0.37415643062776216,"score_spread":0.3599835912930962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392172310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42338368,0.093421504,0.00219997,0.073603205,0.008491057,0.0006786836,0.000074641604,0.0006698769,0.39747736],"genre_scores_gemma":[0.9123951,0.007251356,0.000015068801,0.00081550423,0.0009941887,0.000018675593,0.0000023546654,0.000026847021,0.078480914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630386,0.00022991274,0.00032823326,0.00018698063,0.00024921107,0.0027017766],"domain_scores_gemma":[0.9995066,0.00012329205,0.00006348424,0.00012075173,0.00009913895,0.00008676932],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018724691,0.00015203789,0.00017478719,0.00006697071,0.00076646433,0.000030087336,0.00017936139,0.000105762025,0.0015200524],"category_scores_gemma":[0.00007828331,0.00011201281,0.00011153668,0.00031366054,0.000033514996,0.0001554316,0.000082021725,0.002133031,0.0005657139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007367133,0.000026279966,0.110365644,0.000042062362,0.00042454954,0.000025356752,0.0006937289,3.6066578e-7,0.000008520489,0.69173765,0.18697244,0.009629732],"study_design_scores_gemma":[0.00048382152,0.00022377491,0.0343495,0.00018537792,0.00005903678,0.00009012595,0.0059244423,0.000011337741,5.453964e-7,0.41711456,0.54136425,0.0001932206],"about_ca_topic_score_codex":0.00007813527,"about_ca_topic_score_gemma":0.0014841018,"teacher_disagreement_score":0.4890114,"about_ca_system_score_codex":0.00159444,"about_ca_system_score_gemma":0.0029096706,"threshold_uncertainty_score":0.9993927},"labels":[],"label_agreement":null},{"id":"W4392177238","doi":"10.46692/9781447364979.014","title":"Case study: COVID-19 and governing for health and wellbeing in New Zealand – putting communities at the centre","year":2023,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Medicine; Virology; Disease; Outbreak; Infectious disease (medical specialty)","score_opus":0.1253007147377825,"score_gpt":0.45000269645578406,"score_spread":0.3247019817180016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392177238","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28500465,0.0313622,0.00014387978,0.4390014,0.0035129762,0.038612,0.0012964959,0.004033882,0.19703251],"genre_scores_gemma":[0.0030457773,0.002006345,0.00006810262,0.003979048,0.00028402868,0.00010408661,0.000032340224,0.00035250018,0.99012774],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981893,0.0005702208,0.00038185035,0.00023905875,0.00012831508,0.0004912613],"domain_scores_gemma":[0.9964062,0.0028523356,0.00029803804,0.00022579262,0.000013568167,0.0002040601],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010238775,0.00024480332,0.0004753033,0.00012179089,0.0020306783,0.000023335926,0.0000862309,0.00013626604,0.00027475972],"category_scores_gemma":[0.00020656464,0.00016415634,0.000026859414,0.00009366546,0.00007006221,0.00002695662,0.0005963681,0.0004216264,0.000010459771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011873204,0.0000082906845,0.4001181,0.00047654464,0.000048196434,0.000034854897,0.073419236,2.5647802e-7,1.2946378e-8,0.00006979216,0.5248997,0.0009131063],"study_design_scores_gemma":[0.0014620919,0.00006483757,0.0011295109,0.00048209378,0.000021668155,0.000011956077,0.29289517,0.000010443226,5.007944e-9,0.00005189583,0.7037479,0.00012241019],"about_ca_topic_score_codex":0.31987315,"about_ca_topic_score_gemma":0.87702596,"teacher_disagreement_score":0.79309523,"about_ca_system_score_codex":0.00023469847,"about_ca_system_score_gemma":0.0003263611,"threshold_uncertainty_score":0.99926853},"labels":[],"label_agreement":null},{"id":"W4392235093","doi":"10.1080/13676261.2024.2321157","title":"The social reproductive labour of university students with hostile Jobs","year":2024,"lang":"en","type":"article","venue":"Journal of Youth Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; The Wilson Centre; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Labour economics; Gender studies; Demographic economics; Political science; Economics","score_opus":0.07887130441948514,"score_gpt":0.4351139300226535,"score_spread":0.35624262560316833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392235093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798921,0.008434368,0.000008860618,0.00887767,0.0012154083,0.0001878351,0.00003514124,0.00001939404,0.0013292609],"genre_scores_gemma":[0.9900188,0.0027532622,0.000021936683,0.000037236197,0.0007476919,0.0000011517702,2.914522e-7,0.000010053169,0.0064096167],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99858344,0.00029468245,0.00036717724,0.000120069395,0.00042715235,0.00020747457],"domain_scores_gemma":[0.9980102,0.00060110475,0.0003847017,0.00009478201,0.00088238413,0.000026796853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013261329,0.00010788182,0.0003446411,0.00007936799,0.0016136214,0.000008958233,0.00020648025,0.000035987418,0.0000076146234],"category_scores_gemma":[0.00027627795,0.000055243785,0.000092990595,0.00025201685,0.00024989859,0.0001199776,0.00023050126,0.000408218,0.000005637402],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011951047,0.00009407699,0.57600945,0.00040690688,0.004795335,0.000092692724,0.3723414,0.0000024329902,0.000023328374,0.004526186,0.03950029,0.001012766],"study_design_scores_gemma":[0.0007319164,0.000384192,0.35839316,0.0006829841,0.00039390568,0.000002076393,0.6105011,1.4901786e-7,0.000018088527,0.00034859683,0.028456502,0.00008729143],"about_ca_topic_score_codex":0.000041082047,"about_ca_topic_score_gemma":0.0001097407,"teacher_disagreement_score":0.23815973,"about_ca_system_score_codex":0.00012689202,"about_ca_system_score_gemma":0.00011391048,"threshold_uncertainty_score":0.9996861},"labels":[],"label_agreement":null},{"id":"W4392284796","doi":"10.1080/0023656x.2024.2323046","title":"Why Windsor deindustrialized differently than Detroit","year":2024,"lang":"en","type":"article","venue":"Labor History","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Windsor; Deindustrialization; Underwriting; Industrialisation; Automotive industry; Economy; Atlanta; Business; Economic history; Economics; Geography; Engineering; Market economy; Archaeology; Finance","score_opus":0.0729760481332006,"score_gpt":0.3623173701674342,"score_spread":0.2893413220342336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392284796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78557837,0.04679519,0.00013362267,0.024189616,0.031143628,0.0013618424,0.00014839896,0.001905093,0.10874423],"genre_scores_gemma":[0.49998906,0.00058151345,0.00011515052,0.014558913,0.004374731,0.0005729153,0.00007565708,0.00016665022,0.4795654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984005,0.00026109623,0.00034352596,0.00031354433,0.00023353992,0.00044776234],"domain_scores_gemma":[0.9991764,0.00029742598,0.00006751563,0.00027151318,0.00007630519,0.00011083174],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024362322,0.00018868333,0.0002886837,0.00014394285,0.0003823005,0.000007648131,0.00016051123,0.00020235311,0.0036519621],"category_scores_gemma":[0.000110100285,0.00015533945,0.0001008443,0.00016780484,0.00007890436,0.00010335664,0.00009660107,0.00060259853,0.0008495057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055872915,0.000028281893,0.030847006,0.00016435114,0.000087609216,0.000021017939,0.004262191,5.620721e-8,0.00043072377,0.015151877,0.94769007,0.0012609729],"study_design_scores_gemma":[0.0006163443,0.000046564553,0.02137524,0.00023193215,0.00006448111,2.9143226e-7,0.00039809017,0.000006739575,0.000012509871,0.0005858435,0.97648877,0.0001732221],"about_ca_topic_score_codex":0.0006429917,"about_ca_topic_score_gemma":0.00069096225,"teacher_disagreement_score":0.3708212,"about_ca_system_score_codex":0.0009005473,"about_ca_system_score_gemma":0.0002760128,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W4392464738","doi":"10.21203/rs.3.rs-3998060/v1","title":"Precarious but Possible: A Qualitative Study of the Landscape of Gig Work for People Living with Disabilities and Future Recommendations for Best Practices","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College","funders":"","keywords":"Work (physics); Best practice; Qualitative research; Assisted living; Sociology; Public relations; Business; Political science; Gerontology; Engineering; Medicine; Social science","score_opus":0.23768540235392463,"score_gpt":0.561783146773493,"score_spread":0.3240977444195683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392464738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95806295,0.0029112385,0.0000136101635,0.024284003,0.00051909947,0.011662113,0.0015695243,0.000033327273,0.00094416086],"genre_scores_gemma":[0.9832739,0.0005489268,0.00027580396,0.000009621031,0.0005053806,0.008831133,0.00005406195,0.000050408016,0.006450762],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956584,0.0022336675,0.0005805402,0.0004927202,0.00057240285,0.00046224176],"domain_scores_gemma":[0.976033,0.021159368,0.0006145521,0.0005194818,0.0016120744,0.000061545215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037709964,0.0002231937,0.0005799543,0.0001594103,0.00125692,0.00004875973,0.00031374735,0.00020904568,0.000055838616],"category_scores_gemma":[0.0038418844,0.00013177094,0.00010924951,0.0004932573,0.00019627874,0.00007724002,0.0016795559,0.0013400174,0.0000012087233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039202452,0.00050288485,0.21632642,0.014499114,0.00050943275,1.0513091e-7,0.75542116,0.0000034974325,0.0000010111573,0.0008546491,0.010415646,0.0010740535],"study_design_scores_gemma":[0.00061426376,0.0017448525,0.027513582,0.0062978114,0.0001929227,1.2230309e-7,0.9577196,0.0000122196725,0.0000019965826,0.003161993,0.0026036464,0.00013698186],"about_ca_topic_score_codex":0.0034441205,"about_ca_topic_score_gemma":0.023531308,"teacher_disagreement_score":0.20229843,"about_ca_system_score_codex":0.00010039372,"about_ca_system_score_gemma":0.000616345,"threshold_uncertainty_score":0.9942867},"labels":[],"label_agreement":null},{"id":"W4392543939","doi":"10.32920/25365502","title":"It's Not Just about Work and Living Conditions: The Underestimation of the COVID-19 Pandemic for Black Canadian Women","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Racism; Gender studies; News media; Black women; 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Media studies; Medicine","score_opus":0.1800201696847844,"score_gpt":0.4514765421653548,"score_spread":0.2714563724805704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392543939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4945516,0.00091200136,0.0005883236,0.46908462,0.003050656,0.007940345,0.00132703,0.00022746442,0.022317953],"genre_scores_gemma":[0.9648485,0.00029081234,0.00003020245,0.017941454,0.00021364605,0.0014462025,0.000039049926,0.000028784256,0.0151613075],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983066,0.00030372405,0.00049315294,0.0003024139,0.00015930829,0.00043480442],"domain_scores_gemma":[0.99596757,0.003095519,0.0002423387,0.00039116037,0.00012678775,0.0001766333],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012351931,0.00020517482,0.00029663363,0.00011034908,0.0015183863,0.000035107478,0.00027168397,0.00029519093,0.00046975433],"category_scores_gemma":[0.0011609861,0.00011383484,0.000088078654,0.0001432905,0.00027452197,0.000025139136,0.0008122055,0.0008285596,0.000024059238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029826353,0.000017005648,0.24232163,0.0063798623,0.0004570126,6.5850963e-7,0.122390985,0.00044198812,0.0000034449715,0.059539456,0.5681581,0.00026005207],"study_design_scores_gemma":[0.0010730383,0.00007927276,0.37552756,0.0077898894,0.0008021231,0.0000019073548,0.13301978,0.0010524269,0.0000024376939,0.21968079,0.26001754,0.00095324963],"about_ca_topic_score_codex":0.034852367,"about_ca_topic_score_gemma":0.35441783,"teacher_disagreement_score":0.47029695,"about_ca_system_score_codex":0.00083864294,"about_ca_system_score_gemma":0.0018995461,"threshold_uncertainty_score":0.9997815},"labels":[],"label_agreement":null},{"id":"W4392544755","doi":"10.32920/25365502.v1","title":"It's Not Just about Work and Living Conditions: The Underestimation of the COVID-19 Pandemic for Black Canadian Women","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Racism; Gender studies; News media; Black women; Sociology; White (mutation); Political science; Media studies; Medicine","score_opus":0.1800201696847844,"score_gpt":0.4514765421653548,"score_spread":0.2714563724805704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392544755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4945516,0.00091200136,0.0005883236,0.46908462,0.003050656,0.007940345,0.00132703,0.00022746442,0.022317953],"genre_scores_gemma":[0.9648485,0.00029081234,0.00003020245,0.017941454,0.00021364605,0.0014462025,0.000039049926,0.000028784256,0.0151613075],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983066,0.00030372405,0.00049315294,0.0003024139,0.00015930829,0.00043480442],"domain_scores_gemma":[0.99596757,0.003095519,0.0002423387,0.00039116037,0.00012678775,0.0001766333],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012351931,0.00020517482,0.00029663363,0.00011034908,0.0015183863,0.000035107478,0.00027168397,0.00029519093,0.00046975433],"category_scores_gemma":[0.0011609861,0.00011383484,0.000088078654,0.0001432905,0.00027452197,0.000025139136,0.0008122055,0.0008285596,0.000024059238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029826353,0.000017005648,0.24232163,0.0063798623,0.0004570126,6.5850963e-7,0.122390985,0.00044198812,0.0000034449715,0.059539456,0.5681581,0.00026005207],"study_design_scores_gemma":[0.0010730383,0.00007927276,0.37552756,0.0077898894,0.0008021231,0.0000019073548,0.13301978,0.0010524269,0.0000024376939,0.21968079,0.26001754,0.00095324963],"about_ca_topic_score_codex":0.034852367,"about_ca_topic_score_gemma":0.35441783,"teacher_disagreement_score":0.47029695,"about_ca_system_score_codex":0.00083864294,"about_ca_system_score_gemma":0.0018995461,"threshold_uncertainty_score":0.9997815},"labels":[],"label_agreement":null},{"id":"W4392639795","doi":"10.31235/osf.io/z7usq","title":"Is resisting Covid-19 vaccination a “problem”? A critical policy inquiry of vaccine mandates for healthcare workers","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Health care; Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Economics; Economic growth; Outbreak","score_opus":0.2096801070957694,"score_gpt":0.5569039387353396,"score_spread":0.3472238316395702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392639795","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0128031615,0.0059050247,0.004844975,0.9576592,0.0027430826,0.005839218,0.001149983,0.0007536715,0.008301684],"genre_scores_gemma":[0.950147,0.0009890464,0.0059604445,0.019081125,0.003718025,0.0036562034,0.0006798599,0.00018318546,0.015585161],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962255,0.00039714403,0.0014739064,0.00073957327,0.00035179846,0.00081209146],"domain_scores_gemma":[0.99512994,0.0028102146,0.0004146492,0.0005245092,0.00080127746,0.00031939245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015362359,0.0004319019,0.0008985635,0.000636357,0.0011064032,0.00002796659,0.00031405393,0.00070473214,0.00049129676],"category_scores_gemma":[0.0036404731,0.00036272846,0.00029484165,0.0003986258,0.00005119697,0.000052306288,0.0021092992,0.0012571334,0.000050865092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005240696,0.000090950416,0.0775561,0.090560146,0.0004115094,0.0000049076134,0.039042935,0.000012774056,0.000011270286,0.15982327,0.6292234,0.0027386846],"study_design_scores_gemma":[0.0026024552,0.00040980504,0.02108856,0.008925205,0.00055601547,0.0000018802469,0.038690515,0.0003018926,0.000040885698,0.8621283,0.06424943,0.001005033],"about_ca_topic_score_codex":0.009538465,"about_ca_topic_score_gemma":0.0025545943,"teacher_disagreement_score":0.93857807,"about_ca_system_score_codex":0.0008010257,"about_ca_system_score_gemma":0.002447668,"threshold_uncertainty_score":0.99988246},"labels":[],"label_agreement":null},{"id":"W4392644635","doi":"10.1111/imig.13245","title":"Transforming settlement and integration services during a pandemic","year":2024,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Workforce; Government (linguistics); Public relations; Pandemic; Immigration; Settlement (finance); Resilience (materials science); Business; Psychological resilience; Coronavirus disease 2019 (COVID-19); Public administration; Political science; Economic growth; Medicine; Finance; Psychology","score_opus":0.033962909301907956,"score_gpt":0.39428978760815936,"score_spread":0.36032687830625143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392644635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985601,0.0005189476,0.001301339,0.007822825,0.0010136095,0.0002958566,0.000040634535,0.00017754122,0.003228213],"genre_scores_gemma":[0.9961544,0.0005885106,0.0000564739,0.00020469697,0.0004116044,0.00013044338,0.00011454226,0.000009906767,0.002329424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992798,0.0000371011,0.00024657656,0.00015931418,0.00016039536,0.00011682616],"domain_scores_gemma":[0.9997482,0.000081643215,0.000036384805,0.00004127855,0.00006943211,0.000023093162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017371542,0.00008308252,0.000066828776,0.000114748,0.00025184342,0.00003643213,0.00005052136,0.000040829655,0.000172005],"category_scores_gemma":[0.000010348239,0.0000671445,0.000023264349,0.000061040984,0.000012667327,0.0003536099,0.000028160117,0.00015083248,0.00005939826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021364627,0.00006508008,0.6790848,0.0011629623,0.00037740244,0.000014634832,0.07083933,0.000017380635,0.12147286,0.050558325,0.0032201922,0.07297342],"study_design_scores_gemma":[0.0020440829,0.00025091952,0.68753433,0.0044533294,0.00014044107,0.000022112743,0.017989462,0.011680362,0.004609322,0.014980573,0.25563833,0.0006567589],"about_ca_topic_score_codex":0.00031072486,"about_ca_topic_score_gemma":0.003871636,"teacher_disagreement_score":0.25241813,"about_ca_system_score_codex":0.000115218216,"about_ca_system_score_gemma":0.000019599342,"threshold_uncertainty_score":0.27380732},"labels":[],"label_agreement":null},{"id":"W4392685267","doi":"10.1007/s44202-024-00115-8","title":"American idle: the relative importance of dispositional and environmental predictors of state labor force participation rates in the USA","year":2024,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Idle; State (computer science); Psychology; Economics; Computer science","score_opus":0.031058698933888376,"score_gpt":0.4323376364672788,"score_spread":0.40127893753339045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392685267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323773,0.00056124874,0.00007862982,0.0048654396,0.00016875139,0.00029965982,0.00022339287,0.0000058137957,0.00055933365],"genre_scores_gemma":[0.9985914,0.0003322879,0.0000058580144,0.00065093214,0.000034706918,0.00011302913,0.00003262043,0.000007304612,0.00023184648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908453,0.0002840465,0.0002685424,0.00012996476,0.0000972741,0.00013561215],"domain_scores_gemma":[0.99923813,0.00051591516,0.00011846373,0.00010927295,0.0000072576986,0.000010966708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026559707,0.000065068765,0.000118979515,0.000029132427,0.000081025806,0.0000021136282,0.00006497963,0.000022855758,0.000045134675],"category_scores_gemma":[0.00002123459,0.00003430284,0.000022530123,0.00012993491,0.00042417485,0.00008843579,0.000032034244,0.00016009195,0.0000030980937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007203013,0.000041952768,0.97684103,0.000020769015,0.00004592846,0.0000012009222,0.014444307,0.000002851499,0.0002994906,0.007030998,0.0010006127,0.00019880735],"study_design_scores_gemma":[0.00019358778,0.0001405832,0.9924646,0.00003653277,0.000020299663,3.2140264e-7,0.0022467,0.000020215697,0.00002191496,0.003962755,0.00085902924,0.000033451313],"about_ca_topic_score_codex":0.00011488518,"about_ca_topic_score_gemma":0.0006942431,"teacher_disagreement_score":0.015623557,"about_ca_system_score_codex":0.000014621179,"about_ca_system_score_gemma":0.000016612717,"threshold_uncertainty_score":0.15628898},"labels":[],"label_agreement":null},{"id":"W4392747268","doi":"10.1371/journal.pone.0297770","title":"The role of informal support systems during illness: A qualitative study of solo self-employed workers in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Precarity; Precarious work; Social support; Context (archaeology); Social security; Business; Informal sector; Occupational safety and health; Qualitative research; Globalization; Social protection; Work (physics); Economic growth; Sociology; Medicine; Political science; Economics; Psychology; Social psychology; Gender studies","score_opus":0.04614674355594614,"score_gpt":0.33554075606307926,"score_spread":0.28939401250713315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392747268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942995,0.0004039815,1.125264e-7,0.00019190281,0.0002250938,0.0012691814,0.00001875103,0.00004633227,0.0035451942],"genre_scores_gemma":[0.99650687,0.000022922744,0.0000056419217,0.000010172005,0.000034570312,0.00040135908,0.000005179346,0.000016351709,0.0029969278],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99784756,0.00034911608,0.0007946595,0.00014709287,0.000495003,0.00036654604],"domain_scores_gemma":[0.9986801,0.0007358831,0.0001888622,0.00019785175,0.00015179493,0.000045487344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007520559,0.00013040619,0.000407213,0.00008776659,0.0003729471,0.000007089518,0.00015393818,0.000054253152,0.00004645702],"category_scores_gemma":[0.00007006775,0.00009108547,0.000028027169,0.00022839046,0.000034965065,0.00010017215,0.00015185105,0.0004195319,0.0000053109256],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008611465,0.00034003265,0.572787,0.00062254246,0.0006937947,0.0000061116657,0.42492276,0.0000041902276,0.00004966218,0.00019174142,0.00028272715,0.000013341045],"study_design_scores_gemma":[0.00063975767,0.00021962213,0.20886037,0.0010041633,0.000104931496,8.874262e-8,0.78831685,0.000022577742,0.00007833527,0.000031905493,0.0006068414,0.00011456461],"about_ca_topic_score_codex":0.9748884,"about_ca_topic_score_gemma":0.9962971,"teacher_disagreement_score":0.36392662,"about_ca_system_score_codex":0.00040166182,"about_ca_system_score_gemma":0.0013403912,"threshold_uncertainty_score":0.3714358},"labels":[],"label_agreement":null},{"id":"W4392834210","doi":"10.3934/publichealth.2024012","title":"Relationships between employment status with self-perceived mental and physical health in Canada","year":2024,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Laurentian University; University of Toronto; Western University","funders":"","keywords":"Mental health; Psychology; Physical health; Environmental health; Gerontology; Medicine; Psychiatry","score_opus":0.09302548406891827,"score_gpt":0.39212581578472666,"score_spread":0.2991003317158084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392834210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7800689,0.0010797505,0.000021952115,0.2162972,0.00027617498,0.0011446414,0.00016330925,0.0001870462,0.0007610698],"genre_scores_gemma":[0.9943271,0.00084260124,0.00013481498,0.003695638,0.00025282882,0.00016225256,0.00018036754,0.00004392484,0.00036046098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960086,0.0011058025,0.00063696987,0.000471514,0.00040201072,0.0013751237],"domain_scores_gemma":[0.9981461,0.0006473389,0.00013624692,0.00021614452,0.000052689207,0.00080147415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013579951,0.00023752898,0.00052259886,0.00018448221,0.001244475,0.000031972268,0.0000949988,0.00006093144,0.000039496856],"category_scores_gemma":[0.000044162312,0.00018431783,0.000024118883,0.000528416,0.000048855116,0.00025015054,0.0001129006,0.0010949099,0.000024521794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000007019588,0.000053038137,0.9040381,0.0003655919,0.000077624194,0.000004490683,0.048409984,4.552285e-7,3.571907e-7,0.0026584675,0.03406851,0.0103163775],"study_design_scores_gemma":[0.0006431416,0.0002455555,0.81200105,0.00027763657,0.0000065494833,0.0000010063903,0.012816681,0.00009579285,9.672359e-8,0.00018733395,0.17356227,0.00016286712],"about_ca_topic_score_codex":0.85356337,"about_ca_topic_score_gemma":0.9397154,"teacher_disagreement_score":0.21425825,"about_ca_system_score_codex":0.004557107,"about_ca_system_score_gemma":0.015181031,"threshold_uncertainty_score":0.99926424},"labels":[],"label_agreement":null},{"id":"W4393108917","doi":"10.1016/j.ssci.2024.106493","title":"Safety and health among undeclared workers: A mixed methods study investigating social partner experiences and strategies","year":2024,"lang":"en","type":"article","venue":"Safety Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Occupational safety and health; Environmental health; Human factors and ergonomics; Poison control; Injury prevention; Suicide prevention; Business; Medicine","score_opus":0.14672299144676926,"score_gpt":0.5228645460131838,"score_spread":0.3761415545664145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393108917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776464,0.0020169008,0.001569283,0.011060792,0.001302282,0.0010097169,0.0000068172294,0.00024481004,0.005142974],"genre_scores_gemma":[0.9971785,0.00012237257,0.0018196332,0.00025569895,0.00015937343,0.00012629585,0.0000015240499,0.000012628718,0.00032397214],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99686533,0.0008502063,0.00055942003,0.00064273487,0.0004153869,0.00066691404],"domain_scores_gemma":[0.9987111,0.0007066826,0.0001399366,0.00014999903,0.00008168308,0.00021060932],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0068626106,0.00019474451,0.0003483767,0.00013792938,0.0054715564,0.00017621518,0.00020814157,0.00006396285,0.000034844907],"category_scores_gemma":[0.00026736426,0.00014590868,0.000027225893,0.0009876947,0.0019199719,0.00082877156,0.00065572106,0.00039638436,0.0000038884828],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024459549,0.000028637785,0.3310097,0.00019962936,0.00003814929,0.000003923276,0.596332,0.0000025468053,0.00007086378,0.01753132,0.00080473465,0.053954016],"study_design_scores_gemma":[0.0001926289,0.00010161114,0.50922424,0.00018052127,0.0000088656,4.3938695e-7,0.48652223,0.00019352142,0.0000029945409,0.002457688,0.0009978277,0.000117421725],"about_ca_topic_score_codex":0.00109397,"about_ca_topic_score_gemma":0.0014662858,"teacher_disagreement_score":0.17821458,"about_ca_system_score_codex":0.00014188065,"about_ca_system_score_gemma":0.0009479803,"threshold_uncertainty_score":0.9958232},"labels":[],"label_agreement":null},{"id":"W4393127039","doi":"10.5271/sjweh.4151","title":"Can psychosocial risk factors mediate the association between precarious employment and mental health problems in Sweden? Results from a register-based study","year":2024,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Lawrence College; Public Health Ontario; University of Toronto; Cape Breton University","funders":"","keywords":"Psychosocial; Mental health; Association (psychology); Medicine; Occupational safety and health; Environmental health; Psychology; Gerontology; Psychiatry; Clinical psychology","score_opus":0.048706309638560395,"score_gpt":0.36214979017643906,"score_spread":0.3134434805378787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393127039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896871,0.0052430728,0.000028602988,0.09349678,0.0012218058,0.0024598897,0.0006129176,0.000031986427,0.000033987653],"genre_scores_gemma":[0.9944437,0.0038497322,0.000046191777,0.00045607376,0.0006483243,0.00006215901,0.00009288282,0.000046140678,0.00035476705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99304885,0.0026887467,0.0019815674,0.00046819993,0.0009878733,0.00082475634],"domain_scores_gemma":[0.9961876,0.0010777492,0.002063576,0.0002744295,0.00002288339,0.00037371498],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005254749,0.0003406704,0.0008251025,0.00022561198,0.0014123891,0.000058511876,0.00024413769,0.00013720538,0.000038107813],"category_scores_gemma":[0.000089446454,0.0002302221,0.00013635331,0.0003173616,0.00007118042,0.000115246985,0.0001095966,0.0015440149,0.000010158929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014899977,0.00022437896,0.8958405,0.00006166724,0.00028161096,0.00000417105,0.09155961,0.000034820514,5.2601376e-7,0.0000022314932,0.0076583796,0.0041830647],"study_design_scores_gemma":[0.0033937474,0.0016282873,0.97607076,0.0017047838,0.000081259976,2.4272342e-7,0.0073253997,0.0000037357042,3.95169e-7,0.00026052934,0.009353299,0.0001775568],"about_ca_topic_score_codex":0.007813345,"about_ca_topic_score_gemma":0.007395132,"teacher_disagreement_score":0.097572766,"about_ca_system_score_codex":0.003987932,"about_ca_system_score_gemma":0.00044332395,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W4393168546","doi":"10.1017/gmh.2024.18.pr6","title":"Decision: Inequality on the frontline: A multi-country study on gender differences in mental health among healthcare workers during the COVID-19 pandemic — R1/PR6","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Inequality; Mental health; Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gender inequality; Psychology; Demographic economics; Medicine; Economic growth; Psychiatry; Virology; Economics; Disease","score_opus":0.32980074364696027,"score_gpt":0.5168203165989486,"score_spread":0.1870195729519883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393168546","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22753909,0.06971623,0.000019403842,0.6703079,0.010554883,0.018631293,0.0016060728,0.0004933791,0.0011317416],"genre_scores_gemma":[0.6152864,0.048622098,0.0000192467,0.18573983,0.0017193594,0.0062194797,0.0006111009,0.00022644369,0.14155605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9876554,0.00525177,0.0024693462,0.0014605001,0.001809747,0.0013532123],"domain_scores_gemma":[0.99223506,0.0048747766,0.00090598396,0.0014110616,0.00016651441,0.00040658622],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007880894,0.0010264437,0.0019298564,0.00029478324,0.0036536597,0.00006462529,0.0011063671,0.0005101418,0.001004625],"category_scores_gemma":[0.0013254758,0.00047288145,0.00032102945,0.00077388145,0.00021840353,0.00006984464,0.001050556,0.005203272,0.00023799163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001285628,0.00023593837,0.5069642,0.0038194605,0.0001773356,0.000009581429,0.011891906,9.703977e-7,1.46848915e-8,0.0000740758,0.47634944,0.00034851016],"study_design_scores_gemma":[0.0019635581,0.00036763074,0.66645885,0.015305686,0.00010244719,0.0000015343569,0.061966684,0.000012260316,1.3719817e-8,0.00023021952,0.25298464,0.0006064703],"about_ca_topic_score_codex":0.042534567,"about_ca_topic_score_gemma":0.26990733,"teacher_disagreement_score":0.4845681,"about_ca_system_score_codex":0.0029270397,"about_ca_system_score_gemma":0.0016105345,"threshold_uncertainty_score":0.99990857},"labels":[],"label_agreement":null},{"id":"W4393168547","doi":"10.1017/gmh.2024.18.pr5","title":"Recommendation: Inequality on the frontline: A multi-country study on gender differences in mental health among healthcare workers during the COVID-19 pandemic — R1/PR5","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Inequality; Mental health; Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental healthcare; Psychology; Psychiatry; Medicine; Economic growth; Virology; Economics; Mathematics","score_opus":0.3697245711978112,"score_gpt":0.5177375443050878,"score_spread":0.14801297310727657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393168547","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05645317,0.01214368,0.000009767059,0.906366,0.0071687936,0.013714929,0.0015328402,0.0003884061,0.0022224332],"genre_scores_gemma":[0.47911388,0.040540308,0.00001414125,0.30469424,0.002181369,0.008928837,0.0026435917,0.00023719993,0.16164643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9882435,0.0062956302,0.0021279645,0.0012185712,0.001014721,0.0010996135],"domain_scores_gemma":[0.99499184,0.0026595003,0.0009465659,0.00096461945,0.00014107907,0.00029638893],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0072008492,0.0008536471,0.0015151701,0.00024127659,0.0034098437,0.00005625355,0.00074547366,0.0003979129,0.003181632],"category_scores_gemma":[0.0007363452,0.00041870587,0.00023053853,0.00063387054,0.00015771811,0.00007717489,0.00068140664,0.0045412965,0.00017084982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068978225,0.00021245751,0.49597263,0.004145629,0.00018235725,0.0000027531273,0.012650021,3.9843042e-7,1.3008936e-8,0.00006435002,0.48637158,0.0003288339],"study_design_scores_gemma":[0.0016445868,0.00031547612,0.46970245,0.005842853,0.000091091024,9.698302e-7,0.07269256,0.000013166056,1.610752e-8,0.00009853674,0.4490624,0.0005358894],"about_ca_topic_score_codex":0.043516986,"about_ca_topic_score_gemma":0.22287463,"teacher_disagreement_score":0.60167176,"about_ca_system_score_codex":0.0030746523,"about_ca_system_score_gemma":0.0012572826,"threshold_uncertainty_score":0.9998265},"labels":[],"label_agreement":null},{"id":"W4393169158","doi":"10.1017/gmh.2024.18.pr3","title":"Decision: Inequality on the frontline: A multi-country study on gender differences in mental health among healthcare workers during the COVID-19 pandemic — R0/PR3","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Inequality; Health care; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demographic economics; Psychology; Economic growth; Medicine; Economics; Psychiatry; Virology; Mathematics; Disease","score_opus":0.32980074364696027,"score_gpt":0.5168203165989486,"score_spread":0.1870195729519883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393169158","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22568895,0.048441857,0.000021119333,0.69284046,0.01061653,0.018901225,0.0015859571,0.0005004236,0.0014035099],"genre_scores_gemma":[0.6295811,0.044925477,0.000020130154,0.19969502,0.0017315481,0.0062297876,0.00062825147,0.00022721733,0.11696146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9873599,0.0055178343,0.0024573477,0.0015062223,0.0018027837,0.0013559062],"domain_scores_gemma":[0.992033,0.0050348025,0.00090363994,0.0014657445,0.00015306078,0.00040973723],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008104399,0.0010272766,0.0019328127,0.000294366,0.003659276,0.00006176981,0.0010970321,0.0005110617,0.0014883687],"category_scores_gemma":[0.001285836,0.00047312232,0.00032037243,0.0007695923,0.00022172532,0.00006544545,0.0010818121,0.0052157594,0.00023927559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014121487,0.0002448625,0.5200073,0.0037342815,0.00018574153,0.000010497229,0.0122427335,9.768531e-7,1.6002902e-8,0.00007798706,0.46298856,0.00036583142],"study_design_scores_gemma":[0.0021932258,0.00038129173,0.6584145,0.012720372,0.000105621264,0.0000016373742,0.06683834,0.000012925197,1.5669325e-8,0.00023269978,0.25847444,0.00062497694],"about_ca_topic_score_codex":0.041426674,"about_ca_topic_score_gemma":0.26673052,"teacher_disagreement_score":0.4931454,"about_ca_system_score_codex":0.0029019045,"about_ca_system_score_gemma":0.0015948917,"threshold_uncertainty_score":0.9997721},"labels":[],"label_agreement":null},{"id":"W4393172208","doi":"10.1017/gmh.2024.18.pr2","title":"Recommendation: Inequality on the frontline: A multi-country study on gender differences in mental health among healthcare workers during the COVID-19 pandemic — R0/PR2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Inequality; Mental health; Health care; 2019-20 coronavirus outbreak; Mental healthcare; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Demographic economics; Psychiatry; Economic growth; Virology; Economics; Mathematics; Disease; Internal medicine","score_opus":0.4283676617357396,"score_gpt":0.5232237093651846,"score_spread":0.094856047629445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393172208","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07513084,0.0036493086,0.000011312048,0.8958798,0.006289559,0.015597815,0.0015156157,0.00052794593,0.00139781],"genre_scores_gemma":[0.41514498,0.06285485,0.000015752685,0.33701074,0.0024348455,0.013023388,0.004299877,0.00034224414,0.16487335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98654044,0.007831414,0.002176664,0.0011626246,0.0010778806,0.0012109881],"domain_scores_gemma":[0.99322236,0.0039979927,0.0012755692,0.0010429721,0.00015171937,0.00030938894],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008369353,0.00082328054,0.0015839223,0.0002473015,0.004403446,0.00003795284,0.000811656,0.00040160897,0.0023669382],"category_scores_gemma":[0.0012051576,0.00041994246,0.00021305968,0.0007510564,0.00016033146,0.00007424888,0.0006904133,0.0038391773,0.00018465072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072615614,0.00020401238,0.5629126,0.0023780584,0.00014767384,0.0000022246022,0.0106242765,6.5096816e-7,1.0531676e-8,0.00003324083,0.42334273,0.00028192264],"study_design_scores_gemma":[0.0019429491,0.00026595857,0.7356961,0.0033804784,0.000049321454,4.739057e-7,0.0806134,0.000009938262,1.1304661e-8,0.0000519818,0.17753373,0.0004556633],"about_ca_topic_score_codex":0.058157437,"about_ca_topic_score_gemma":0.2916023,"teacher_disagreement_score":0.55886906,"about_ca_system_score_codex":0.0026887956,"about_ca_system_score_gemma":0.0011256823,"threshold_uncertainty_score":0.99982524},"labels":[],"label_agreement":null},{"id":"W4393218664","doi":"10.1371/journal.pgph.0002628","title":"The social determinants of migrant domestic worker (MDW) health and well-being in the Western Pacific Region: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"New York University Shanghai; Johns Hopkins University","keywords":"Public health; Social determinants of health; Population; Health policy; Psychological intervention; Global health; Health promotion; Population health; Health equity; Health care; Medicine; Environmental health; Economic growth; Nursing; Economics","score_opus":0.20182712388710433,"score_gpt":0.5087533070179796,"score_spread":0.3069261831308753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393218664","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027886093,0.90716004,0.0000021650897,0.08336091,0.0005947301,0.007514441,0.00003979461,0.00007530865,0.0012246944],"genre_scores_gemma":[0.00016480352,0.9908184,0.000006526829,0.006915236,0.0004782656,0.0012555182,0.000039670205,0.000057656063,0.0002639426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873622,0.0060684523,0.0033033274,0.00074052374,0.0007726629,0.0017528045],"domain_scores_gemma":[0.99528676,0.0016022883,0.00194001,0.00067431753,0.000137596,0.00035899755],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0067778667,0.0006601012,0.0035970982,0.00015204225,0.0025144937,0.00009434189,0.0007478993,0.00030827321,0.000006739887],"category_scores_gemma":[0.00066975685,0.00033731008,0.00038667067,0.0015751317,0.00029426732,0.000120872166,0.000507518,0.0015282525,0.00006916829],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004879057,0.00006313603,0.0027809634,0.458535,0.00010031255,0.000021395354,0.0059164744,1.0362586e-9,7.3050364e-11,0.0008592458,0.039299294,0.4924193],"study_design_scores_gemma":[0.00013679411,0.00007729266,0.00020235985,0.4395765,0.00013204169,0.000026522044,0.0010171182,5.043213e-7,5.1149626e-11,0.00014255267,0.55852723,0.00016105949],"about_ca_topic_score_codex":0.00061919296,"about_ca_topic_score_gemma":0.0032159449,"teacher_disagreement_score":0.5192279,"about_ca_system_score_codex":0.00090563623,"about_ca_system_score_gemma":0.006759237,"threshold_uncertainty_score":0.9999079},"labels":[],"label_agreement":null},{"id":"W4393276142","doi":"10.21203/rs.3.rs-4155294/v1","title":"Capturing lay perspectives on policy effectiveness: Employers’ and precariously employed workers’ suggested improvements for the workers’ compensation system and work injury processes","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Workers' compensation; Work (physics); Compensation (psychology); Business; Risk analysis (engineering); Engineering; Mechanical engineering; Psychology","score_opus":0.0818651101573796,"score_gpt":0.4627322817040291,"score_spread":0.3808671715466495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393276142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95832145,0.016043566,0.000060513263,0.007644327,0.00079495984,0.015634991,0.0003049504,0.000482031,0.0007131812],"genre_scores_gemma":[0.98687845,0.0013700945,0.000054477856,0.000040077568,0.0010323278,0.009149529,0.000068937625,0.00016800482,0.0012381201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936953,0.0020050108,0.0006467245,0.0013846147,0.0010110997,0.0012572162],"domain_scores_gemma":[0.9893549,0.008042149,0.00027333852,0.00071596785,0.001385955,0.00022768672],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00411341,0.00063002866,0.000804682,0.0008010715,0.0031274634,0.0003328877,0.00043590143,0.00060371315,0.0000076107694],"category_scores_gemma":[0.0018616304,0.0004340664,0.0001516951,0.0010264801,0.00045244672,0.00010282124,0.002702419,0.0030667777,0.000025008652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040198704,0.00021548016,0.7328743,0.07939756,0.0022052226,0.000018559402,0.15905066,0.00005537528,0.000070647104,0.0059331716,0.006101429,0.010057754],"study_design_scores_gemma":[0.0024096104,0.0012491271,0.694245,0.06000424,0.00034969443,0.000001595083,0.23389542,0.00007344326,0.00007870726,0.0052196924,0.0015202251,0.0009532712],"about_ca_topic_score_codex":0.005216969,"about_ca_topic_score_gemma":0.00088309497,"teacher_disagreement_score":0.07484475,"about_ca_system_score_codex":0.0014392217,"about_ca_system_score_gemma":0.0015199543,"threshold_uncertainty_score":0.9998111},"labels":[],"label_agreement":null},{"id":"W4393336816","doi":"10.1080/13668803.2024.2333871","title":"Encumbered: a critical feminist analysis of why mothers want part-time employment","year":2024,"lang":"en","type":"article","venue":"Community Work & Family","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Gender studies; Political science","score_opus":0.10447996628723856,"score_gpt":0.4278946056221039,"score_spread":0.32341463933486536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393336816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90573347,0.0037373204,0.0003007184,0.007070454,0.0010325918,0.0005707948,0.0002409439,0.0004901546,0.08082355],"genre_scores_gemma":[0.9931142,0.00021112063,0.00012157081,0.002561733,0.00011706492,0.00013104908,0.00008515113,0.00004424175,0.0036139158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627846,0.001793933,0.0007566591,0.00023416328,0.00036280477,0.0005739933],"domain_scores_gemma":[0.9948273,0.0038300727,0.00009567806,0.0009421011,0.00015326095,0.00015161556],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013927884,0.0002600744,0.0007074556,0.00032284585,0.0015044659,0.000031749394,0.0004886903,0.00017112438,0.0012424182],"category_scores_gemma":[0.00028109402,0.00022221662,0.00034550767,0.0016770018,0.000386699,0.00007453868,0.0005585921,0.0013000512,0.00037847055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019470433,0.0008429904,0.42043686,0.00076594955,0.0057647456,0.000031838557,0.0800128,0.000026405623,0.000393903,0.013393752,0.47230664,0.005829394],"study_design_scores_gemma":[0.0008683046,0.00055595406,0.31444693,0.004012467,0.0057456335,8.1915834e-7,0.06559208,0.000533526,0.000039327322,0.0069631496,0.60018635,0.0010554832],"about_ca_topic_score_codex":0.0021188136,"about_ca_topic_score_gemma":0.0005795683,"teacher_disagreement_score":0.12787968,"about_ca_system_score_codex":0.00013953188,"about_ca_system_score_gemma":0.00011641063,"threshold_uncertainty_score":0.99979544},"labels":[],"label_agreement":null},{"id":"W4393370567","doi":"","title":"Be happy at work : towards an explanatory model of happiness at work","year":2019,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happiness; Explanatory model; Work (physics); Psychology; Social psychology; Epistemology; Engineering; Philosophy; Mechanical engineering","score_opus":0.15349709416078802,"score_gpt":0.3827089592737493,"score_spread":0.2292118651129613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393370567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71358305,0.0071201962,0.00046194976,0.01167099,0.00627891,0.0034650865,0.0009097251,0.0003845336,0.25612554],"genre_scores_gemma":[0.90804553,0.0039378596,0.00086184323,0.0013026872,0.0011154347,0.0006431433,0.00041488386,0.0003041807,0.08337446],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909383,0.0016871395,0.0021560814,0.0017805884,0.0013946075,0.0020432796],"domain_scores_gemma":[0.99272275,0.0013336109,0.0015496314,0.003065487,0.0006835702,0.000644934],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022983986,0.0015050527,0.0026978175,0.00034866607,0.001037597,0.000037131296,0.0017941102,0.0021446156,0.0034250547],"category_scores_gemma":[0.00039034404,0.001366822,0.0007218035,0.00057625,0.00081743835,0.00030119097,0.006663017,0.0025770317,0.0019445117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036093434,0.0019288644,0.43778807,0.0086884685,0.0028290204,0.000059863196,0.24353328,0.021548241,0.00038711686,0.13127959,0.13554838,0.012799763],"study_design_scores_gemma":[0.006791403,0.00077949173,0.13732481,0.032721885,0.0026512034,0.000010180569,0.04771609,0.0044773193,0.0008545008,0.02421798,0.7346823,0.007772814],"about_ca_topic_score_codex":0.0048295925,"about_ca_topic_score_gemma":0.0019412561,"teacher_disagreement_score":0.59913397,"about_ca_system_score_codex":0.0015030348,"about_ca_system_score_gemma":0.00069382327,"threshold_uncertainty_score":0.99976987},"labels":[],"label_agreement":null},{"id":"W4393425314","doi":"10.2196/55374","title":"Efficacy of the iJobs Web-Based Psychoeducational Intervention to Improve Job Search Behavior and Promote Mental Health Among Unemployed People: Protocol for a Waitlist Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Unemployment; Randomized controlled trial; Protocol (science); Intervention (counseling); Anxiety; Psychology; Nursing; Applied psychology; Medicine; Psychiatry; Alternative medicine; Economic growth","score_opus":0.17169070841607176,"score_gpt":0.6166458591764629,"score_spread":0.4449551507603911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393425314","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060158923,0.000005959889,0.000040947518,0.015090748,0.00014460443,0.92413205,0.00012332507,0.000104282546,0.00019917208],"genre_scores_gemma":[0.014511872,4.59891e-7,0.00013666584,0.00008142726,0.00042054587,0.97928435,0.000024026607,0.00006909622,0.0054715886],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9901783,0.0051742396,0.001695427,0.00069240807,0.0012847355,0.0009749217],"domain_scores_gemma":[0.99495375,0.0030756034,0.0003477355,0.00051562197,0.0008189504,0.00028836285],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013800023,0.00030953356,0.0012278921,0.00036763246,0.0015796599,0.0001347458,0.00046249892,0.0001763071,0.00029059767],"category_scores_gemma":[0.001474734,0.00018296312,0.00060491706,0.0007384289,0.0004516676,0.00014321043,0.00038986266,0.0010259444,0.000018010503],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93859845,0.0019730034,0.004835328,0.005439732,0.00016338007,4.6047117e-7,0.004263022,4.3655018e-7,0.0005250588,0.0011862793,0.03880355,0.0042112847],"study_design_scores_gemma":[0.9462403,0.0036254118,0.011789175,0.008249029,0.000018986982,2.5774585e-7,0.00042601413,0.0003313672,0.00011559611,0.00020520616,0.028812895,0.00018573848],"about_ca_topic_score_codex":0.000379877,"about_ca_topic_score_gemma":0.0006148357,"teacher_disagreement_score":0.055152282,"about_ca_system_score_codex":0.00040479374,"about_ca_system_score_gemma":0.0023559635,"threshold_uncertainty_score":0.99972016},"labels":[],"label_agreement":null},{"id":"W4393864627","doi":"10.1007/978-3-031-54941-0_5","title":"Invisibilized, Labeled, and Identified: Facilitating Fair Chance Employment","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in equity, diversity, inclusion, and indigenization in business","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Business; Psychology; Labour economics; Economics","score_opus":0.12461640574335014,"score_gpt":0.41990001707478597,"score_spread":0.2952836113314358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393864627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4691537,0.16161412,0.00032616602,0.00946543,0.014974921,0.0114467135,0.0012324859,0.00082958024,0.3309569],"genre_scores_gemma":[0.7705003,0.13024603,0.00007818867,0.00078254356,0.0005820056,0.00014389594,0.00027613167,0.00012992743,0.097260974],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995846,0.00016447174,0.0012378441,0.0011390639,0.0008531454,0.0007595098],"domain_scores_gemma":[0.997346,0.00067685626,0.0005043736,0.00034086595,0.0010182775,0.00011363644],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0015903057,0.0007241691,0.0012053705,0.0010492349,0.0053176265,0.000049135764,0.0004078955,0.0005704145,0.00010867561],"category_scores_gemma":[0.0004753924,0.00068567414,0.00007880128,0.00057614513,0.00072650245,0.00018345637,0.041651763,0.0008712611,0.00004769705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015861976,0.00007915552,0.48697543,0.009605974,0.00062860525,0.0001790462,0.32154047,0.000025749929,0.000016950366,0.17245367,0.0023080145,0.0060282922],"study_design_scores_gemma":[0.0044979225,0.00019348037,0.10787657,0.014071347,0.00055232324,0.000005811122,0.038092945,0.0000719152,0.000005568643,0.8122777,0.020125441,0.0022289893],"about_ca_topic_score_codex":0.0010834521,"about_ca_topic_score_gemma":0.014592263,"teacher_disagreement_score":0.63982403,"about_ca_system_score_codex":0.0008119584,"about_ca_system_score_gemma":0.00014067494,"threshold_uncertainty_score":0.99955946},"labels":[],"label_agreement":null},{"id":"W4393900016","doi":"10.1371/journal.pone.0299817","title":"Decreased odds of depressive symptoms and suicidal ideation with higher education, depending on sex and employment status","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Suicidal ideation; Educational attainment; Odds; Logistic regression; Demography; Odds ratio; Medicine; Depression (economics); National Health and Nutrition Examination Survey; Mental health; Cross-sectional study; Psychiatry; Psychology; Poison control; Clinical psychology; Suicide prevention; Internal medicine; Population; Environmental health","score_opus":0.05518690051903816,"score_gpt":0.35385491254964907,"score_spread":0.2986680120306109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393900016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190664,0.0021934446,0.000015991855,0.0013187443,0.00009177112,0.00057385484,0.000021745891,0.000076597455,0.0038012215],"genre_scores_gemma":[0.99439627,0.00025850366,0.00010735898,0.00022296973,0.0001370857,0.00019482228,0.000030503084,0.000024785155,0.0046276916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998998,0.00009004552,0.00021656319,0.00023061782,0.00023779823,0.00022699797],"domain_scores_gemma":[0.99927306,0.0003384642,0.00007724414,0.00011612418,0.00009727192,0.00009781124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010833461,0.0001234939,0.00020461468,0.00011086431,0.00025657908,0.000014696532,0.000030390702,0.00005869445,0.00012655628],"category_scores_gemma":[0.00003297502,0.00009291187,0.0000114696395,0.000101209036,0.000048843143,0.000094542396,0.000049565755,0.00015625653,0.000008334601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008829117,0.00032469846,0.98250824,0.00070746266,0.00041875447,0.000002216689,0.0025375749,6.1124587e-7,0.001501339,0.009386474,0.0005538179,0.0019704874],"study_design_scores_gemma":[0.0008995462,0.0004755896,0.9897412,0.0028577715,0.0004116649,4.937195e-7,0.0008331432,0.000042006883,0.0026926098,0.001067997,0.0007709496,0.00020700939],"about_ca_topic_score_codex":0.0005588047,"about_ca_topic_score_gemma":0.00015443044,"teacher_disagreement_score":0.008318477,"about_ca_system_score_codex":0.00007232317,"about_ca_system_score_gemma":0.00013392355,"threshold_uncertainty_score":0.3788836},"labels":[],"label_agreement":null},{"id":"W4393901252","doi":"10.1093/jeea/jvae026","title":"Absenteeism, Productivity, and Relational Contracts Inside the Firm","year":2024,"lang":"en","type":"article","venue":"Journal of the European Economic Association","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Productivity; Absenteeism; Business; Industrial organization; Labour economics; Economics; Microeconomics; Management; Macroeconomics","score_opus":0.03858560202599076,"score_gpt":0.3256538158473032,"score_spread":0.2870682138213124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393901252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87119126,0.00082465727,0.000014362858,0.090965636,0.0036433004,0.00019604542,0.000008361802,0.000016750359,0.033139642],"genre_scores_gemma":[0.9850679,0.00014217022,0.000008009455,0.00037136042,0.0021848779,0.0000013594718,7.0824393e-7,0.000014381724,0.01220925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984584,0.0008137979,0.0004134435,0.000078076795,0.0001120322,0.00012427903],"domain_scores_gemma":[0.99840283,0.0008032689,0.0006203255,0.00008170592,0.000069484224,0.000022386708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035884741,0.000064779284,0.000118036485,0.00003385424,0.0005013977,0.000030129693,0.00010346175,0.000029013503,0.000029398523],"category_scores_gemma":[0.00052327284,0.000034895103,0.00007647411,0.0000343009,0.000024198296,0.00022620721,0.0001068349,0.00048546484,0.00012527822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001880223,0.000015966842,0.7254922,0.00002484642,0.00034952105,0.0000038246976,0.0052750534,0.00009747659,0.0000906572,0.0044934433,0.26021716,0.003921096],"study_design_scores_gemma":[0.0002051009,0.00001584617,0.8055647,0.00009285306,0.000048893504,0.000004986856,0.00021345443,0.000046367262,0.0000032834582,0.0017363677,0.19203143,0.000036727284],"about_ca_topic_score_codex":0.000013878138,"about_ca_topic_score_gemma":0.000059798567,"teacher_disagreement_score":0.11387663,"about_ca_system_score_codex":0.00046684424,"about_ca_system_score_gemma":0.00009969337,"threshold_uncertainty_score":0.38563964},"labels":[],"label_agreement":null},{"id":"W4393928328","doi":"10.3138/jmvfh-2023-0065","title":"Role of military context and couple well-being in the psychological vulnerability of military wives in the United States","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Context (archaeology); Psychology; Vulnerability (computing); Military personnel; Political science; Social psychology; Computer security; History; Law; Computer science; Archaeology","score_opus":0.05592472639480615,"score_gpt":0.4041298287193342,"score_spread":0.34820510232452806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393928328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78743964,0.20221789,0.000004728044,0.0093685705,0.00018397399,0.0005377678,0.00004716832,0.0000063157536,0.00019392841],"genre_scores_gemma":[0.9193063,0.07547664,0.000085182,0.0049919994,0.00009141745,0.0000142397375,0.000015385238,0.000010292177,0.000008559892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99482286,0.0025699534,0.0015827686,0.00025614537,0.00036071747,0.00040757743],"domain_scores_gemma":[0.99645597,0.0029138199,0.0001570295,0.00025140037,0.00012184441,0.00009992889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005945615,0.00021352152,0.00070014654,0.00031815242,0.0003057298,0.0000015162457,0.00026585624,0.00011507115,0.000022010865],"category_scores_gemma":[0.00014997252,0.00011447976,0.000118216405,0.00042084063,0.00040484694,0.00015893702,0.00006843922,0.0011837072,9.548684e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023227532,0.00095132674,0.52301,0.003473057,0.00017726373,0.00009647793,0.43029764,0.00009207689,0.00041299284,0.00077943306,0.019332036,0.019054936],"study_design_scores_gemma":[0.0012831779,0.0019646501,0.8036621,0.0011780349,0.000025352541,0.000021630143,0.1790606,0.0008466086,0.0000010952655,0.007481981,0.0043710493,0.0001037267],"about_ca_topic_score_codex":0.012391403,"about_ca_topic_score_gemma":0.0031756076,"teacher_disagreement_score":0.2806521,"about_ca_system_score_codex":0.00006233985,"about_ca_system_score_gemma":0.00011795063,"threshold_uncertainty_score":0.99418515},"labels":[],"label_agreement":null},{"id":"W4393952091","doi":"10.3138/jmvfh-2023-0033","title":"A sex-disaggregated analysis of rank at release and health outcomes among Veterans of the Canadian Armed Forces","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Department of National Defence; Veterans Affairs Canada","funders":"","keywords":"Rank (graph theory); Demography; Men who have sex with men; Psychology; Political science; Demographic economics; Environmental health; Medicine; Sociology; Economics; Mathematics; Family medicine; Human immunodeficiency virus (HIV); Combinatorics","score_opus":0.058107018422597245,"score_gpt":0.38495263356039927,"score_spread":0.326845615137802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393952091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9298615,0.05385597,0.000009647509,0.014962834,0.0004539858,0.00045416976,0.0002297701,0.000010536876,0.00016156971],"genre_scores_gemma":[0.9827452,0.013347933,0.000058161855,0.0034309227,0.00005710083,0.000005536459,0.000010271507,0.000017006501,0.0003278883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672616,0.00073306944,0.0014862455,0.00021523518,0.00035870468,0.00048057231],"domain_scores_gemma":[0.99811643,0.00048972573,0.00051570544,0.00022982193,0.00015709744,0.000491236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020749127,0.00020429736,0.0011404397,0.00063977053,0.0008746993,0.0000050564813,0.00015178998,0.00009791505,0.000028014134],"category_scores_gemma":[0.0000708664,0.00012497541,0.0003082388,0.00056635716,0.00024638584,0.0001388805,0.000069080575,0.0005076504,5.1082156e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014010732,0.00003159458,0.9506412,0.0013572238,0.0013123783,0.000013097852,0.034342475,0.000014985053,0.00002543794,0.00005583541,0.006081905,0.0059837257],"study_design_scores_gemma":[0.0009871125,0.00052883604,0.98946285,0.0011521807,0.00031552717,0.000005118935,0.005048687,0.00052958634,0.0000013715515,0.00009217193,0.0017792467,0.00009731936],"about_ca_topic_score_codex":0.3272552,"about_ca_topic_score_gemma":0.53974414,"teacher_disagreement_score":0.21248893,"about_ca_system_score_codex":0.00035009807,"about_ca_system_score_gemma":0.0010584292,"threshold_uncertainty_score":0.6772247},"labels":[],"label_agreement":null},{"id":"W4393989213","doi":"10.1177/15269248241239245","title":"The Strategies Used to Balance Health and Work Across the Solid Organ Transplantation Trajectory","year":2024,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Université du Québec à Montréal; McGill University Health Centre; Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture; Université de Montréal","keywords":"Transplantation; Flexibility (engineering); Medicine; Work (physics); Health care; Thematic analysis; Sick leave; Organ transplantation; Nursing; Qualitative research; Physical therapy; Surgery; Management","score_opus":0.0463262954780308,"score_gpt":0.4366637282704547,"score_spread":0.3903374327924239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393989213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521999,0.014767902,0.0011582847,0.028921066,0.0007987937,0.0016537431,0.000082458646,0.00021275495,0.0002051],"genre_scores_gemma":[0.99028873,0.008302528,0.00006335006,0.00036418438,0.00014761115,0.000625375,0.000060817612,0.000025198422,0.00012217903],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998073,0.00040325988,0.00044147501,0.00027761084,0.00023714594,0.0005675072],"domain_scores_gemma":[0.99892056,0.00077088375,0.000066719025,0.00013050488,0.000039189857,0.00007216762],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010571928,0.00016666483,0.00017685992,0.000052438103,0.0015348869,0.00012441416,0.00014633822,0.00007590841,0.000007457805],"category_scores_gemma":[0.00000865884,0.00009727439,0.000030454186,0.00041135165,0.00014972856,0.0002118243,0.00001237445,0.0004038406,0.00002036473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058866915,0.000029588018,0.42632398,0.0024501025,0.00006564074,0.000030634666,0.51885885,0.000043265234,0.000036146364,0.0057706707,0.00076240493,0.045040004],"study_design_scores_gemma":[0.0013504102,0.0002488524,0.9420463,0.0032671648,0.000057680278,0.000010666788,0.04372804,0.00014181902,0.00010420931,0.0014099305,0.007285333,0.0003495974],"about_ca_topic_score_codex":0.0000990849,"about_ca_topic_score_gemma":0.00460337,"teacher_disagreement_score":0.5157223,"about_ca_system_score_codex":0.000066050125,"about_ca_system_score_gemma":0.00017127802,"threshold_uncertainty_score":0.999765},"labels":[],"label_agreement":null},{"id":"W4394002228","doi":"10.37648/ijrssh.v14i01.003","title":"Labour Force Participation of Military Spouses: Global and Indian Perspective","year":2024,"lang":"en","type":"article","venue":"International Journal of Research in Social Sciences and Humanities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Political science; Demographic economics; Economics; Art","score_opus":0.2786818447863843,"score_gpt":0.5908481440297795,"score_spread":0.3121662992433952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394002228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97574323,0.0056125876,0.0000032227301,0.0077546947,0.00037889887,0.00007955161,0.000026314516,0.0000039853076,0.010397495],"genre_scores_gemma":[0.9971145,0.0017727435,0.000017930482,0.00007553549,0.00055952504,0.0000048200754,3.115929e-7,0.0000018392213,0.00045281174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99873,0.00019227761,0.00024295803,0.000079329795,0.000587494,0.00016794684],"domain_scores_gemma":[0.99894506,0.00036158675,0.000055030876,0.000012827602,0.0006025444,0.000022972756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828552,0.000039357707,0.00010010705,0.00025279858,0.00051028136,0.000030119787,0.00013617972,0.000030376857,0.000053552427],"category_scores_gemma":[0.00015457564,0.000029631907,0.000023885385,0.00017202513,0.0008207992,0.00031267732,0.00010809379,0.00022508614,9.5184635e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060691353,0.00002542129,0.17176238,0.00009406089,0.000058878715,0.000033448556,0.086134,0.0000012363586,0.000014899499,0.73845196,0.0014628666,0.0019001592],"study_design_scores_gemma":[0.00035090203,0.0003382515,0.350659,0.0006580183,0.0000064442315,0.0000052072824,0.30315033,0.000028985944,0.0000053668673,0.33869407,0.006043889,0.000059513262],"about_ca_topic_score_codex":0.0024965424,"about_ca_topic_score_gemma":0.0034782293,"teacher_disagreement_score":0.3997579,"about_ca_system_score_codex":0.00016271493,"about_ca_system_score_gemma":0.00022510113,"threshold_uncertainty_score":0.3924723},"labels":[],"label_agreement":null},{"id":"W4394157741","doi":"10.6084/m9.figshare.13578697.v1","title":"Additional file 2 of A qualitative study of barriers to employment experienced by people living with HIV in Toronto and Ottawa","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Qualitative research; Gerontology; Sociology; Medicine; Virology; Social science","score_opus":0.05010516074580122,"score_gpt":0.4126292561662433,"score_spread":0.36252409542044206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394157741","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032805302,0.00015017431,1.26154625e-8,0.000034465615,0.000022474605,0.0010608437,0.99815303,0.000009699552,0.00024121824],"genre_scores_gemma":[0.00017147897,0.0000037668515,0.000018623237,0.00012393367,0.000039068927,0.012799583,0.9860049,0.000017812383,0.0008208151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978003,0.0005612919,0.00055091525,0.00039246716,0.00040771777,0.00028732003],"domain_scores_gemma":[0.99474806,0.0041398033,0.00040763294,0.00028135834,0.00026577918,0.00015738285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009331378,0.00024521514,0.00061354396,0.000071189264,0.00022182828,0.000005633049,0.00018123831,0.00013345684,0.9871079],"category_scores_gemma":[0.0055877985,0.00021062391,0.00003417451,0.00018739738,0.000013315062,0.000092593364,0.00041946874,0.00024487168,0.00006640145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018164155,0.0001430823,0.000081358514,0.00050320337,0.000066046996,0.000003069047,0.11759501,1.4120778e-7,1.5302358e-7,1.207969e-7,0.8815828,0.000006885264],"study_design_scores_gemma":[0.00023060327,0.00030593766,0.002070073,0.009878692,0.00000828299,9.7697836e-8,0.380901,1.0205267e-7,2.337777e-7,2.091362e-7,0.6064689,0.00013586026],"about_ca_topic_score_codex":0.0041020857,"about_ca_topic_score_gemma":0.127374,"teacher_disagreement_score":0.9870415,"about_ca_system_score_codex":0.00019959972,"about_ca_system_score_gemma":0.00039064066,"threshold_uncertainty_score":0.88854915},"labels":[],"label_agreement":null},{"id":"W4394282179","doi":"10.6084/m9.figshare.13578697","title":"Additional file 2 of A qualitative study of barriers to employment experienced by people living with HIV in Toronto and Ottawa","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Qualitative research; Gerontology; Medicine; Psychology; Family medicine; Sociology; Social science","score_opus":0.05010516074580122,"score_gpt":0.4126292561662433,"score_spread":0.36252409542044206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394282179","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032805302,0.00015017431,1.26154625e-8,0.000034465615,0.000022474605,0.0010608437,0.99815303,0.000009699552,0.00024121824],"genre_scores_gemma":[0.00017147897,0.0000037668515,0.000018623237,0.00012393367,0.000039068927,0.012799583,0.9860049,0.000017812383,0.0008208151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978003,0.0005612919,0.00055091525,0.00039246716,0.00040771777,0.00028732003],"domain_scores_gemma":[0.99474806,0.0041398033,0.00040763294,0.00028135834,0.00026577918,0.00015738285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009331378,0.00024521514,0.00061354396,0.000071189264,0.00022182828,0.000005633049,0.00018123831,0.00013345684,0.9871079],"category_scores_gemma":[0.0055877985,0.00021062391,0.00003417451,0.00018739738,0.000013315062,0.000092593364,0.00041946874,0.00024487168,0.00006640145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018164155,0.0001430823,0.000081358514,0.00050320337,0.000066046996,0.000003069047,0.11759501,1.4120778e-7,1.5302358e-7,1.207969e-7,0.8815828,0.000006885264],"study_design_scores_gemma":[0.00023060327,0.00030593766,0.002070073,0.009878692,0.00000828299,9.7697836e-8,0.380901,1.0205267e-7,2.337777e-7,2.091362e-7,0.6064689,0.00013586026],"about_ca_topic_score_codex":0.0041020857,"about_ca_topic_score_gemma":0.127374,"teacher_disagreement_score":0.9870415,"about_ca_system_score_codex":0.00019959972,"about_ca_system_score_gemma":0.00039064066,"threshold_uncertainty_score":0.88854915},"labels":[],"label_agreement":null},{"id":"W4394537052","doi":"10.6084/m9.figshare.22728950","title":"The Index of Mainstreaming in Labour Market Support.docx","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Mainstreaming; Business; Computer science; Mathematics; World Wide Web; Mathematics education","score_opus":0.06809185805178587,"score_gpt":0.39547501731670737,"score_spread":0.3273831592649215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394537052","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015270882,0.00018997659,2.7795861e-9,0.0005927293,0.00043713526,0.00067657616,0.99573517,0.000048835696,0.0023042967],"genre_scores_gemma":[0.000035477555,0.00030054888,4.2196544e-7,0.000285445,0.00031133488,0.0009205369,0.98057234,0.00003460857,0.017539293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782103,0.00030722062,0.0006588323,0.00027049892,0.00033481387,0.000607612],"domain_scores_gemma":[0.9968721,0.0018962207,0.00048205917,0.00054727495,0.0001463286,0.000055975164],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037086222,0.0002499229,0.0004227349,0.00016910964,0.00052824215,0.000010938715,0.00055922446,0.00040567052,0.17563185],"category_scores_gemma":[0.0025914153,0.00017689238,0.00009023007,0.00037926025,0.000015697446,0.00004362365,0.000851487,0.0010338858,0.010501272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017666167,0.000013867409,0.0013478047,0.001728751,0.000039708604,0.000036868314,0.00011648599,1.414436e-7,2.6680889e-8,0.000003577333,0.9963242,0.00037090332],"study_design_scores_gemma":[0.00027553405,0.000023400187,0.04151378,0.005289485,0.0000094129255,2.2024177e-7,0.00075093453,8.359216e-7,1.9337072e-7,0.000058543275,0.95192164,0.000156027],"about_ca_topic_score_codex":0.0010787944,"about_ca_topic_score_gemma":0.014134004,"teacher_disagreement_score":0.16513059,"about_ca_system_score_codex":0.00009826265,"about_ca_system_score_gemma":0.00032777025,"threshold_uncertainty_score":0.9902692},"labels":[],"label_agreement":null},{"id":"W4394700763","doi":"10.3917/coe.484.0133","title":"Quel avenir pour l’évaluation de l’incapacité de travail en Belgique ?","year":2021,"lang":"fr","type":"article","venue":"Consilio manuque","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science","score_opus":0.05014353598691192,"score_gpt":0.3719083733695609,"score_spread":0.321764837382649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394700763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74133754,0.03089686,0.004058531,0.15620925,0.002764179,0.0010248378,0.00014044152,0.00023330188,0.06333509],"genre_scores_gemma":[0.608805,0.009763427,0.005202821,0.009932223,0.001961864,0.00031520613,0.00010024453,0.0001170846,0.3638021],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99214643,0.0049557616,0.0007707814,0.0005724171,0.00031020673,0.00124441],"domain_scores_gemma":[0.9961607,0.002163375,0.00023977547,0.00055030605,0.00054666674,0.00033916257],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002961257,0.00040722103,0.0005723228,0.00014494285,0.00095451024,0.00004472979,0.00022006137,0.0009009185,0.004126737],"category_scores_gemma":[0.0022291276,0.00046145575,0.00023188561,0.00035902773,0.0002880224,0.00019489351,0.0002537118,0.0014608204,0.0012330001],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001057165,0.0007150953,0.2565752,0.0021166669,0.0005975267,0.0008053562,0.06978775,0.0000749685,0.0101338215,0.13116631,0.46467376,0.06324784],"study_design_scores_gemma":[0.0037950433,0.00021829474,0.5195425,0.0026541066,0.0007333496,0.00028600913,0.03596752,0.0011490259,0.011713138,0.08604282,0.33664477,0.0012534296],"about_ca_topic_score_codex":0.0022548933,"about_ca_topic_score_gemma":0.007363366,"teacher_disagreement_score":0.300467,"about_ca_system_score_codex":0.0009714485,"about_ca_system_score_gemma":0.0038469997,"threshold_uncertainty_score":0.9997837},"labels":[],"label_agreement":null},{"id":"W4394701133","doi":"10.25071/pnchb279","title":"Administering temporary foreign worker status in Canada","year":2018,"lang":"en","type":"article","venue":"Canada Watch","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Demographic economics; Economics","score_opus":0.0507865386450361,"score_gpt":0.3423822268400233,"score_spread":0.29159568819498716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394701133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89605933,0.00020981432,0.000002977326,0.014854081,0.0014386737,0.0003475445,0.000050366452,0.00002284479,0.08701439],"genre_scores_gemma":[0.98902303,0.000019210162,0.00002383171,0.0033754872,0.0003310205,0.000065263,0.000017758164,0.000022622438,0.007121766],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830043,0.00009426798,0.00036314738,0.00021025157,0.00026147332,0.0007704296],"domain_scores_gemma":[0.99926317,0.00015362054,0.000080715065,0.00022519738,0.000083716885,0.00019358347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001357542,0.00013959191,0.00021857527,0.00002311515,0.00044007678,0.0000034907787,0.0001293238,0.00004730711,0.000639853],"category_scores_gemma":[0.00005439625,0.00012297976,0.000013213446,0.00017581556,0.000032241212,0.00005228477,0.0001270199,0.00025488343,0.000011814587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013806378,0.0000017716573,0.5630104,0.000020796719,0.000007924821,0.00003551393,0.00019862484,2.3767006e-7,0.0000025166676,0.000036281253,0.4359265,0.00074560934],"study_design_scores_gemma":[0.00033576466,0.000019057656,0.2579572,0.00011663816,0.0000036847794,3.5954153e-7,0.0075658094,0.000014207899,0.00002563831,0.000107181324,0.73370683,0.00014759917],"about_ca_topic_score_codex":0.99993706,"about_ca_topic_score_gemma":0.9999983,"teacher_disagreement_score":0.3050532,"about_ca_system_score_codex":0.0019963973,"about_ca_system_score_gemma":0.010935909,"threshold_uncertainty_score":0.99467117},"labels":[],"label_agreement":null},{"id":"W4394701293","doi":"10.25071/y2q3cj83","title":"Labour market policy in Canada and the United States: Beyond “flexibility”","year":2000,"lang":"en","type":"article","venue":"Canada Watch","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Labour market flexibility; Economics; Business; Political science; Economic growth; Unemployment; Management","score_opus":0.01934471949519259,"score_gpt":0.32008774417963864,"score_spread":0.300743024684446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394701293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7959356,0.00020952513,1.2114194e-7,0.1872888,0.0001504029,0.0003763877,0.00014852411,0.000011246077,0.015879435],"genre_scores_gemma":[0.92580354,0.000678675,0.000003042979,0.02414559,0.00012145223,0.00006953819,0.00003697468,0.000015280906,0.049125932],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827087,0.0004258665,0.00033663053,0.00018927813,0.00023739054,0.0005399934],"domain_scores_gemma":[0.99885124,0.00065740146,0.000050405088,0.00024819394,0.000062557454,0.00013018765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041679633,0.00013851572,0.00024002082,0.000033648517,0.00051910814,0.0000055380383,0.00014566327,0.000040566556,0.0017522528],"category_scores_gemma":[0.000119650416,0.000091462694,0.000012157325,0.00042265697,0.00008526658,0.000030752042,0.00006343144,0.00033896754,0.0000028255317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011124829,0.0000043095897,0.33040664,0.00006875443,0.000024319099,0.000016631113,0.0019786463,0.000025095098,1.374685e-7,0.0007959069,0.66535246,0.0012158403],"study_design_scores_gemma":[0.0011323296,0.0000053485546,0.23326142,0.000032885793,0.000005940466,4.565475e-7,0.00421854,0.0000848968,6.9088054e-7,0.0018041253,0.75934976,0.00010358931],"about_ca_topic_score_codex":0.9999939,"about_ca_topic_score_gemma":0.9999983,"teacher_disagreement_score":0.1631432,"about_ca_system_score_codex":0.0013081211,"about_ca_system_score_gemma":0.0052889707,"threshold_uncertainty_score":0.9991603},"labels":[],"label_agreement":null},{"id":"W4394824590","doi":"10.1016/j.jeph.2024.202529","title":"Enhancing healthcare worker resilience and health in underserved communities and rural areas: Lessons and strategies for global health","year":2024,"lang":"en","type":"editorial","venue":"Journal of Epidemiology and Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Resilience (materials science); Health care; Health worker; Community health workers; Psychological resilience; Health equity; Economic growth; Nursing; Business; Environmental health; Medicine; Psychology; Health services; Economics; Population","score_opus":0.18940819920295104,"score_gpt":0.5367939137546802,"score_spread":0.3473857145517292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394824590","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041130833,0.30514854,0.0010146955,0.528458,0.12178394,0.0018997171,0.0004939329,0.00005056039,0.000019783853],"genre_scores_gemma":[0.42911476,0.4384278,0.0021500622,0.02245975,0.1065413,0.00012491233,0.0008621471,0.00009364244,0.00022564147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99104434,0.00430796,0.0030568438,0.00037181957,0.00020336182,0.0010156636],"domain_scores_gemma":[0.9888942,0.0073655555,0.0027908112,0.00018271842,0.00025120657,0.0005154547],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01573638,0.00040894837,0.0023339558,0.0003069891,0.0018458004,0.000030831005,0.00011550435,0.0007270696,0.000002911435],"category_scores_gemma":[0.0011809169,0.0003337414,0.00007895153,0.0001715622,0.00028283522,0.00027996872,0.00016248519,0.0022339693,2.5826375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041140273,0.000028492248,0.5011148,0.008842473,0.000100212594,0.0000017312134,0.011818017,0.000012711443,4.8475556e-8,0.034008853,0.4325643,0.011097002],"study_design_scores_gemma":[0.0019853695,0.0021434114,0.65962297,0.014887231,0.000046258134,0.000029282195,0.064831264,0.000083507344,5.4512412e-9,0.1847496,0.07126683,0.00035426274],"about_ca_topic_score_codex":0.043025773,"about_ca_topic_score_gemma":0.19118384,"teacher_disagreement_score":0.50599825,"about_ca_system_score_codex":0.00081445096,"about_ca_system_score_gemma":0.0032545957,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W4394882236","doi":"10.1108/edi-01-2024-0038","title":"Doubly precarious immigrant academics: professional identities and work integration of a highly skilled precariat in Canadian higher education","year":2024,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Immigration; Sociology; Higher education; Internationalization; Precarious work; Originality; Deskilling; Dilemma; Political science; Work (physics); Economic growth; Gender studies; Qualitative research; Business; Social science; Economics","score_opus":0.06317983193740989,"score_gpt":0.4077707043410133,"score_spread":0.3445908724036034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394882236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98124444,0.001210012,0.000031054864,0.011238522,0.0044281813,0.0002551847,0.00005277445,0.000023773868,0.0015160674],"genre_scores_gemma":[0.9922508,0.0011022969,0.00006825599,0.0009301733,0.00047572152,0.000009175688,0.00005163041,0.0000074792547,0.0051044854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981388,0.00041956207,0.00048549185,0.00021482797,0.0005105097,0.00023084345],"domain_scores_gemma":[0.9990437,0.00017292428,0.00017348115,0.000067946574,0.00033845683,0.00020349964],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014202324,0.00013059427,0.00019541482,0.0005102902,0.00304404,0.000048633672,0.00026503834,0.00019931549,0.00031834366],"category_scores_gemma":[0.000087217246,0.00010923738,0.000050207178,0.00015395286,0.00009404178,0.00085886003,0.0031326455,0.0007294301,0.000004267054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034236696,0.00013113607,0.69591343,0.00011321811,0.0001303779,0.000014410884,0.22974494,0.0000032736743,0.0001646034,0.059436128,0.0035541514,0.010451978],"study_design_scores_gemma":[0.00097012566,0.0000813867,0.93632823,0.0017573066,0.000047273857,0.0000093679355,0.0056338403,0.00008863081,0.000017144283,0.033246584,0.021616213,0.0002038786],"about_ca_topic_score_codex":0.11726184,"about_ca_topic_score_gemma":0.06444089,"teacher_disagreement_score":0.24041483,"about_ca_system_score_codex":0.0005280383,"about_ca_system_score_gemma":0.00053508655,"threshold_uncertainty_score":0.9982539},"labels":[],"label_agreement":null},{"id":"W4394904482","doi":"10.1136/bmj.q889","title":"Almost a quarter more working adults will have major illness by 2040, experts predict","year":2024,"lang":"en","type":"article","venue":"BMJ","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Data science; Computer science; Medicine; Geography","score_opus":0.03153115690932439,"score_gpt":0.39148128529359033,"score_spread":0.35995012838426593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394904482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60980326,0.018681936,0.00047866334,0.22187753,0.013182563,0.0056047584,0.00033771177,0.001922665,0.12811093],"genre_scores_gemma":[0.9611613,0.00012418047,0.00004295735,0.0018643709,0.0019081165,0.0010070082,0.00007824163,0.000058826306,0.033754956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980928,0.0001605396,0.00046986726,0.00039860862,0.00030267696,0.0005755568],"domain_scores_gemma":[0.99915135,0.00029637036,0.00008011832,0.0002945091,0.000066173794,0.0001114652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003187106,0.00022276695,0.0002629258,0.00007475469,0.0007212436,0.000026648688,0.00014924697,0.00017503445,0.0006242435],"category_scores_gemma":[0.00006888482,0.0001688618,0.00009187543,0.00014633525,0.000062411156,0.00016168866,0.0001547662,0.00033249607,0.0002778813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000701522,0.000028543376,0.05592979,0.00023174354,0.00008700191,0.000047960246,0.039011788,1.9356108e-7,0.00003281176,0.00024015918,0.9001643,0.004155558],"study_design_scores_gemma":[0.0007818417,0.00007647095,0.00979485,0.0028269931,0.00004511968,0.0000037000614,0.0288945,0.00023610736,0.000030047713,0.00018717974,0.95677537,0.00034779895],"about_ca_topic_score_codex":0.00035579488,"about_ca_topic_score_gemma":0.00026437466,"teacher_disagreement_score":0.35135812,"about_ca_system_score_codex":0.0000884583,"about_ca_system_score_gemma":0.00006908476,"threshold_uncertainty_score":0.68859845},"labels":[],"label_agreement":null},{"id":"W4394968591","doi":"10.5114/ain.2023.137186","title":"Exploration of tobacco-quittingexperiences and self-help strategiesamong former and current tobaccousers in India: a qualitative study","year":2023,"lang":"en","type":"article","venue":"Alcoholism and Drug Addiction","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tobacco use; Qualitative research; Smoking cessation; Current (fluid); Environmental health; Psychology; Medicine; Sociology; Engineering; Social science","score_opus":0.08273788241508667,"score_gpt":0.4389467381380627,"score_spread":0.356208855722976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394968591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966673,0.0009913852,0.000004321305,0.00030891347,0.0003117252,0.00076414394,0.000016654803,0.00008846527,0.000847036],"genre_scores_gemma":[0.99581236,0.00367656,0.000011913134,0.000026473448,0.000085123225,0.00028506166,0.000020656484,0.000009293377,0.000072580464],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99859834,0.00033208594,0.0004062315,0.00025817164,0.0001697049,0.00023544012],"domain_scores_gemma":[0.9992776,0.00034720285,0.00017535487,0.000077102,0.00007103754,0.00005171473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090275204,0.00013153536,0.00023112442,0.00021974431,0.00046056532,0.000018702278,0.00003456035,0.000055853565,0.000007176348],"category_scores_gemma":[0.00006316464,0.0001094596,0.0000143468205,0.0003403838,0.00008152594,0.00075046165,0.00010848286,0.00017579908,0.000003285239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034636945,0.000078194134,0.38382083,0.00006556522,0.000028766446,9.275911e-7,0.6080896,8.5949335e-7,0.000009127561,0.00068834977,0.0010360433,0.0061471076],"study_design_scores_gemma":[0.0006565696,0.000086090935,0.49277386,0.00007998853,0.000021056516,9.4695295e-8,0.5053731,0.000018016462,0.0000043978357,0.00055660517,0.000357918,0.00007231374],"about_ca_topic_score_codex":0.00089175283,"about_ca_topic_score_gemma":0.0007908752,"teacher_disagreement_score":0.10895302,"about_ca_system_score_codex":0.000021237449,"about_ca_system_score_gemma":0.000034210854,"threshold_uncertainty_score":0.4463633},"labels":[],"label_agreement":null},{"id":"W4395010188","doi":"10.1080/03601277.2024.2344370","title":"Perspectives on perceived workplace age discrimination and engagement: The moderating role of emotion regulation","year":2024,"lang":"en","type":"article","venue":"Educational Gerontology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Social psychology; Developmental psychology","score_opus":0.07729380062117772,"score_gpt":0.41920750282472025,"score_spread":0.34191370220354256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395010188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354248,0.0024108973,0.00027085328,0.039330956,0.00059310545,0.00041386115,0.000005252792,0.00003604298,0.021514235],"genre_scores_gemma":[0.99330723,0.00009806502,0.00018361003,0.00009944869,0.0003918254,0.000115791816,0.0000382047,0.000008656226,0.005757194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998976,0.00038571967,0.00020225802,0.0001905109,0.00011470664,0.00013083666],"domain_scores_gemma":[0.99877524,0.00095346244,0.00007069451,0.000093742085,0.00008946548,0.000017384307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003778774,0.00007993541,0.00010054363,0.00007276374,0.00064318324,0.000010858293,0.000046445868,0.00005829531,0.00031609915],"category_scores_gemma":[0.00018665218,0.00005672258,0.000024635769,0.000068246896,0.00009347478,0.0000950595,0.000031498366,0.00020812126,0.000018950843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035017856,0.000067426685,0.015264701,0.00010662378,0.000057622226,2.054106e-7,0.3578479,0.00003111791,0.001007963,0.6158318,0.004074803,0.005674853],"study_design_scores_gemma":[0.00011526228,0.00004990425,0.86198735,0.00015115428,0.000027918719,7.9888446e-7,0.1041187,0.000934298,0.000006900462,0.030863093,0.0016830805,0.00006156158],"about_ca_topic_score_codex":0.00012437892,"about_ca_topic_score_gemma":0.00017898879,"teacher_disagreement_score":0.8467226,"about_ca_system_score_codex":0.00010592786,"about_ca_system_score_gemma":0.00008010074,"threshold_uncertainty_score":0.49469107},"labels":[],"label_agreement":null},{"id":"W4395026127","doi":"10.2139/ssrn.4799268","title":"Political Economic Reflections on Contemporary Worker Subordination and the Law","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Subordination (linguistics); Politics; Political science; Law and economics; Sociology; Law; Political economy; Philosophy; Linguistics","score_opus":0.05329219100573073,"score_gpt":0.4216646115582317,"score_spread":0.36837242055250097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395026127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087273695,0.017015098,0.00058271835,0.3253572,0.0026287523,0.0007079269,0.00001002259,0.00020189537,0.5662227],"genre_scores_gemma":[0.98761046,0.0011544395,0.0000024078968,0.001381883,0.0010208401,0.000038096154,0.0000025427432,0.000019050503,0.008770289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979162,0.00035532162,0.00027695627,0.00014437543,0.000096792646,0.0012103089],"domain_scores_gemma":[0.9991858,0.0005841942,0.000052383835,0.000087318156,0.00003177606,0.000058510122],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019390944,0.00010568429,0.0001476789,0.00007472401,0.0013881195,0.000042471598,0.00007668686,0.000073151976,0.000044950542],"category_scores_gemma":[0.000038291048,0.00006281093,0.00007347104,0.00006536679,0.00015282584,0.00013660805,0.00003814722,0.0022498255,0.00013741896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010231178,0.0000073228853,0.0009717989,0.00000712158,0.00013828014,0.0000012165982,0.00051135296,3.797497e-7,0.0000024114347,0.99440175,0.0031230587,0.000733004],"study_design_scores_gemma":[0.0010435636,0.0001574144,0.00087383407,0.00010863638,0.00004013151,0.000036185418,0.007936154,0.0000421698,0.000002098495,0.8768371,0.11283148,0.00009125627],"about_ca_topic_score_codex":0.0004140427,"about_ca_topic_score_gemma":0.002426957,"teacher_disagreement_score":0.90033674,"about_ca_system_score_codex":0.0010050845,"about_ca_system_score_gemma":0.0012075943,"threshold_uncertainty_score":0.99991196},"labels":[],"label_agreement":null},{"id":"W4395053591","doi":"10.1016/j.cjca.2024.04.011","title":"Social Determinants of Health in Cardiovascular Disease: A Call to Action","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; McGill University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Call to action; Action (physics); Disease; Social determinants of health; Internal medicine; Public health; Pathology; Advertising","score_opus":0.06483062812984246,"score_gpt":0.4203504037005977,"score_spread":0.3555197755707552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395053591","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004317478,0.021018531,0.00006686416,0.0052605015,0.96704715,0.0006331532,0.00073325715,0.000009021083,0.0009140616],"genre_scores_gemma":[0.09302446,0.0013549825,0.0000090028725,0.00016849997,0.9043277,0.000050972587,0.00005152796,0.00007364641,0.00093922176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959072,0.0014226052,0.0012843685,0.00027128635,0.00037473286,0.00073982443],"domain_scores_gemma":[0.9977522,0.00035018622,0.00050771964,0.00023343065,0.00055909454,0.0005973676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026340208,0.00024592978,0.0021445244,0.0008819585,0.0003233101,0.0000063570183,0.0002914591,0.00067876925,0.000009362426],"category_scores_gemma":[0.0011360048,0.00022370538,0.00073012616,0.00025297326,0.000102869664,0.00004383695,0.00005844477,0.0017071743,0.000023654256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005936868,0.0000010165925,0.0141978385,0.0006450855,0.0006374056,0.00021004112,0.001279912,0.00005622942,1.9602277e-7,0.000013743159,0.9745312,0.0083679855],"study_design_scores_gemma":[0.00041985445,0.00014380203,0.024116015,0.0009388991,0.0002595621,0.0000030316749,0.0003366488,3.8846844e-7,7.32274e-8,0.00022336417,0.97340715,0.00015124083],"about_ca_topic_score_codex":0.019456645,"about_ca_topic_score_gemma":0.06461278,"teacher_disagreement_score":0.088706985,"about_ca_system_score_codex":0.0014284562,"about_ca_system_score_gemma":0.0134690385,"threshold_uncertainty_score":0.99212366},"labels":[],"label_agreement":null},{"id":"W4395664790","doi":"10.1016/j.jhep.2024.04.020","title":"Reply to: “The synergism of public health policies and social work may reduce mortality from cancer, liver disease and cardiovascular disease”","year":2024,"lang":"en","type":"letter","venue":"Journal of Hepatology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Disease; Public health; Work (physics); Medicine; Cancer; Liver cancer; Liver disease; Environmental health; Internal medicine; Pathology; Engineering","score_opus":0.12920231000350685,"score_gpt":0.40734483816829575,"score_spread":0.2781425281647889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395664790","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16613469,0.10822872,0.0000077600735,0.7229157,0.0019248374,0.00036365446,0.00037815227,0.000014579532,0.000031878528],"genre_scores_gemma":[0.23018996,0.03975359,0.000034531295,0.7156556,0.012734985,0.00014447898,0.00007199405,0.00009564966,0.0013191989],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541605,0.0019259427,0.0010710037,0.00038998606,0.00057156506,0.00062545756],"domain_scores_gemma":[0.99763525,0.00058762036,0.00080326013,0.00040932227,0.00024840367,0.00031615296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361283,0.00031144702,0.001364011,0.00022769849,0.0007797158,0.00002487226,0.0002835753,0.00029667214,0.00007559423],"category_scores_gemma":[0.00029102224,0.00020863622,0.00045573647,0.00022374358,0.00036597054,0.00007567183,0.0004011042,0.0018982869,0.0000056810804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000603297,0.000015105257,0.22312964,0.00081078795,0.00237783,0.00028163646,0.0033127135,5.1881443e-7,1.3941204e-7,0.00007239116,0.7680731,0.0018658227],"study_design_scores_gemma":[0.00022294653,0.00003740276,0.23454875,0.0004281649,0.0009996963,0.000005145369,0.0002605545,0.0000011856166,8.9998835e-8,0.0004741872,0.76288384,0.0001380538],"about_ca_topic_score_codex":0.010233011,"about_ca_topic_score_gemma":0.00040834106,"teacher_disagreement_score":0.068475135,"about_ca_system_score_codex":0.00019229506,"about_ca_system_score_gemma":0.0013079821,"threshold_uncertainty_score":0.9963579},"labels":[],"label_agreement":null},{"id":"W4396217155","doi":"10.19088/clear.2024.002","title":"Innovations and Challenges in Crisis Contexts: Bangladesh’s Social Protection Response to the Covid-19 Pandemic","year":2024,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Labour Organization; Foreign, Commonwealth and Development Office; Ministry of Health and Family Welfare; Institute of Population and Public Health; International Fine Particle Research Institute; Government of the United Kingdom; Department of Social Services, Australian Government; UNICEF","keywords":"Social protection; Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Accountability; Public relations; Government (linguistics); Stigma (botany); Economic growth; Cash transfers; Legitimacy; Business; Development economics; Poverty; Economics; Psychology; Medicine; Politics","score_opus":0.40236427036262534,"score_gpt":0.5012253726560049,"score_spread":0.09886110229337952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396217155","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015761865,0.013774145,0.00010814298,0.9299225,0.0021475537,0.004877739,0.00018795316,0.00046343805,0.03275665],"genre_scores_gemma":[0.7797082,0.050072797,0.00003251731,0.022688461,0.0037942128,0.015361759,0.0001110075,0.00022538155,0.12800564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663424,0.0011041848,0.00079669646,0.0005432037,0.00049503654,0.00042663456],"domain_scores_gemma":[0.99825054,0.00075476995,0.00022240092,0.00025341706,0.00042606445,0.00009278577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060149347,0.00029643692,0.00050045294,0.0005816184,0.0011945612,0.000023544875,0.0001467403,0.00060487393,0.0002146627],"category_scores_gemma":[0.0028195144,0.00019366901,0.000069461,0.0006120646,0.00006918978,0.000067220695,0.00038507683,0.0014341504,0.00012350746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006213459,0.000043830263,0.007735654,0.0030198502,0.0002513497,0.000025207142,0.054900743,5.1969994e-7,0.000028392069,0.005814739,0.90677625,0.020782113],"study_design_scores_gemma":[0.00032740357,0.00007702842,0.02006313,0.00025351613,0.000053297914,0.00000740355,0.021273173,3.950106e-7,2.625447e-7,0.0018164022,0.95591235,0.00021563389],"about_ca_topic_score_codex":0.0050492445,"about_ca_topic_score_gemma":0.033200033,"teacher_disagreement_score":0.9072341,"about_ca_system_score_codex":0.0013381083,"about_ca_system_score_gemma":0.002035775,"threshold_uncertainty_score":0.9844415},"labels":[],"label_agreement":null},{"id":"W4396222037","doi":"10.1007/s41463-024-00173-z","title":"Perceived Drivers of Engagement and Disengagement in Workplace Wellbeing Programmes; Qualitative Evidence from Employees in the Republic of Ireland","year":2024,"lang":"en","type":"article","venue":"Humanistic Management Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Disengagement theory; Qualitative research; Psychology; Social psychology; Sociology; Gerontology; Medicine; Social science","score_opus":0.1253964225918058,"score_gpt":0.4386381963417432,"score_spread":0.31324177374993745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396222037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98491234,0.0032031366,0.0006110365,0.0033961588,0.0003926699,0.0015461693,0.000009172795,0.000027767073,0.0059015234],"genre_scores_gemma":[0.99540913,0.0028786517,0.0005684518,0.00007650706,0.000080916456,0.000121220364,0.000005638881,0.000015366557,0.0008441005],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99577564,0.0021112815,0.0009383046,0.00028907254,0.00052374305,0.00036193003],"domain_scores_gemma":[0.9970515,0.002343781,0.0002797693,0.00021134214,0.000068673326,0.00004497778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005202737,0.00018475176,0.00033823933,0.00037075448,0.0004706874,0.000065317254,0.00029510984,0.000045202858,0.0002769929],"category_scores_gemma":[0.00026850784,0.00012754556,0.00006848012,0.00032661884,0.00015494124,0.00018688824,0.00029781114,0.0007875761,0.000005423674],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001653507,0.00029309234,0.29405874,0.002483602,0.0005432647,0.00029462067,0.64506817,0.000030828018,0.000047326335,0.04560075,0.0061907903,0.005223439],"study_design_scores_gemma":[0.001111574,0.0002501408,0.6298894,0.007880668,0.00022289749,9.4621646e-7,0.34234595,0.00013622628,0.0000013266633,0.012712669,0.0052613737,0.00018681196],"about_ca_topic_score_codex":0.00032201174,"about_ca_topic_score_gemma":0.00057826575,"teacher_disagreement_score":0.33583066,"about_ca_system_score_codex":0.0001593565,"about_ca_system_score_gemma":0.000039176564,"threshold_uncertainty_score":0.52011573},"labels":[],"label_agreement":null},{"id":"W4396225510","doi":"10.1111/issr.12354","title":"Flirting with a basic income in Canada: Were the lessons worth the risk of popular backlash?","year":2024,"lang":"en","type":"article","venue":"International Social Security Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Basic income; Flirting; Conditionality; Public opinion; Shock (circulatory); Income Support; Pandemic; Political science; Welfare; Welfare state; Social policy; Economics; Payment; Public economics; Coronavirus disease 2019 (COVID-19); Sociology; Law; Finance; Medicine","score_opus":0.04092274180833033,"score_gpt":0.39650637675588735,"score_spread":0.355583634947557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396225510","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3896355,0.1596085,0.000011725898,0.42792952,0.0017681045,0.0020077007,0.00048709838,0.000057451896,0.018494388],"genre_scores_gemma":[0.9739636,0.023736697,0.0000029406249,0.0014899274,0.0003445158,0.0001392178,0.000012551187,0.000012474937,0.0002980563],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824095,0.00050021557,0.0004882705,0.00015123609,0.0004110759,0.00020827433],"domain_scores_gemma":[0.9991111,0.00039868493,0.00022901718,0.0001118763,0.00012788645,0.000021407408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010268482,0.000113948,0.00027787985,0.000023223354,0.0005400093,0.000009505898,0.0003199549,0.00003462958,0.00034209812],"category_scores_gemma":[0.00021122555,0.000056823355,0.000092442875,0.0002726929,0.000065920285,0.00005822832,0.00015814196,0.0006548028,0.000016861539],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023639599,0.000031445896,0.80754995,0.002883893,0.0005294502,0.00001976273,0.011182714,0.0000022026518,5.913578e-7,0.12373245,0.030708993,0.023334915],"study_design_scores_gemma":[0.00026360797,0.000015528018,0.378617,0.011362151,0.00017635926,0.0000015352598,0.0032066854,0.00006030604,5.1230325e-7,0.007344502,0.5987835,0.00016832488],"about_ca_topic_score_codex":0.4833754,"about_ca_topic_score_gemma":0.9381372,"teacher_disagreement_score":0.5843281,"about_ca_system_score_codex":0.00043082712,"about_ca_system_score_gemma":0.0006526078,"threshold_uncertainty_score":0.52006483},"labels":[],"label_agreement":null},{"id":"W4396500464","doi":"10.1016/j.puhe.2024.03.019","title":"What is the impact of job precariousness on depression? Risk assessment and attributable fraction in Spain","year":2024,"lang":"en","type":"article","venue":"Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Institució Catalana de Recerca i Estudis Avançats","keywords":"Attributable risk; Depression (economics); Risk assessment; Environmental health; Medicine; Demographic economics; Gerontology; Psychology; Economics; Population","score_opus":0.09199067140189586,"score_gpt":0.4897697359148683,"score_spread":0.3977790645129724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396500464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8806822,0.007682288,0.0003238616,0.10676933,0.00097058923,0.0013464099,0.00007992869,0.00008262544,0.0020628034],"genre_scores_gemma":[0.9895114,0.00845056,0.000019904877,0.001045396,0.00014360808,0.0001950333,0.0000145784725,0.00002002883,0.0005995033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99704087,0.0012988033,0.0005002569,0.00030107208,0.00027742606,0.0005816037],"domain_scores_gemma":[0.99796176,0.0013143513,0.00020496894,0.0002785892,0.00009096834,0.00014934425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004216684,0.0001515326,0.00035554045,0.00018978718,0.00073662336,0.00008348374,0.00010382936,0.000108993685,0.00025181868],"category_scores_gemma":[0.00014868692,0.00008634655,0.000066563785,0.0004331682,0.000042850483,0.00054885977,0.00012686757,0.0008409738,0.000023144012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014166991,0.000071137496,0.8978374,0.0002536426,0.00005793561,7.746274e-7,0.007990735,0.000008372297,0.0000021212563,0.0007695615,0.01757695,0.075417206],"study_design_scores_gemma":[0.00034484867,0.00018519323,0.97229505,0.00068169006,0.0000068186737,4.6189606e-7,0.0041282517,0.00092017907,0.0000011579588,0.001302249,0.020054162,0.000079914644],"about_ca_topic_score_codex":0.015970564,"about_ca_topic_score_gemma":0.0014078323,"teacher_disagreement_score":0.10882923,"about_ca_system_score_codex":0.0007482484,"about_ca_system_score_gemma":0.0011321437,"threshold_uncertainty_score":0.99058217},"labels":[],"label_agreement":null},{"id":"W4396500767","doi":"10.3138/jmvfh-2023-0059","title":"Examining the well-being of military spouses in the context of the COVID-19 pandemic using the Quality of Life survey","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Context (archaeology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Quality (philosophy); Virology; History; Medicine; Philosophy; Outbreak; Epistemology","score_opus":0.3334822409975442,"score_gpt":0.47658519710767583,"score_spread":0.14310295611013163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396500767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8976737,0.09493084,0.0000532526,0.0060314713,0.0005006042,0.00056279235,0.00005305731,0.0000067033047,0.00018755512],"genre_scores_gemma":[0.9769256,0.0134544065,0.000034979148,0.009388151,0.00013270127,0.000004455281,0.0000015247307,0.000018668217,0.000039527567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9902439,0.006860493,0.0019191195,0.00016340039,0.0004903666,0.00032268744],"domain_scores_gemma":[0.99025565,0.008516529,0.00061548076,0.00036431607,0.00014399548,0.00010401132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017044116,0.00017509089,0.00069445156,0.00012568412,0.0006073584,0.0000020377472,0.00044254056,0.000083764025,0.000017840235],"category_scores_gemma":[0.0011742286,0.00007266112,0.00017102392,0.00036119967,0.0004614923,0.00009144221,0.00013709442,0.0008748393,4.948383e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038645367,0.000055108238,0.88891256,0.0013695925,0.00012651678,0.0000027017195,0.10259759,0.000048976875,0.00019200039,0.00016708362,0.005065578,0.0010758148],"study_design_scores_gemma":[0.00077734294,0.00029458175,0.8882745,0.0009772875,0.000035645702,0.000010419881,0.10696348,0.00014180136,9.747313e-7,0.0003047856,0.0021512301,0.000067988025],"about_ca_topic_score_codex":0.039520595,"about_ca_topic_score_gemma":0.011173828,"teacher_disagreement_score":0.081476435,"about_ca_system_score_codex":0.000109616005,"about_ca_system_score_gemma":0.0009700585,"threshold_uncertainty_score":0.9668753},"labels":[],"label_agreement":null},{"id":"W4396510557","doi":"10.1080/13668803.2024.2345889","title":"Exploring the experience of presenteeism among fathers returning to work following a perinatal death","year":2024,"lang":"en","type":"article","venue":"Community Work & Family","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Presenteeism; Psychology; Work (physics); Developmental psychology; Social psychology; Engineering; Absenteeism","score_opus":0.24876980756569964,"score_gpt":0.41467437003782426,"score_spread":0.16590456247212462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396510557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846507,0.0017692248,0.00018974718,0.0010413544,0.0014687976,0.0006203413,0.0000033400704,0.00025370668,0.010002818],"genre_scores_gemma":[0.99656147,0.000097050324,0.0001379027,0.00034991986,0.00014205814,0.00061799,0.0000039340784,0.000044940363,0.0020447418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743,0.0010563412,0.00043383622,0.0001954261,0.00034631116,0.00053805497],"domain_scores_gemma":[0.99700856,0.0019555723,0.000073789626,0.0007938434,0.000065809676,0.000102417296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012826172,0.0002173149,0.00030554034,0.00011303058,0.0027345456,0.00004798328,0.0008283926,0.00006586284,0.000026854526],"category_scores_gemma":[0.0003495631,0.00015727805,0.00018069199,0.0009236939,0.0001323361,0.00029865245,0.0013195891,0.0017011679,0.000052444888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050200684,0.000026282205,0.5774681,0.00013482783,0.00012205655,0.000013502936,0.41457194,0.000018998175,0.00017168252,0.00062644074,0.0025787367,0.0042172447],"study_design_scores_gemma":[0.0001700826,0.00005920862,0.7256992,0.0041480903,0.000038379854,2.0881731e-7,0.25031468,0.000010372046,0.000046660698,0.00017694871,0.019120231,0.00021592704],"about_ca_topic_score_codex":0.0021037194,"about_ca_topic_score_gemma":0.00013684027,"teacher_disagreement_score":0.16425724,"about_ca_system_score_codex":0.00011188105,"about_ca_system_score_gemma":0.000049276827,"threshold_uncertainty_score":0.99856377},"labels":[],"label_agreement":null},{"id":"W4396519774","doi":"10.1093/sp/jxae006","title":"The Care Economy al América Latina: A Multi-scalar Feminist Project","year":2024,"lang":"en","type":"article","venue":"Social Politics International Studies in Gender State & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Gender studies; Sociology; Economics","score_opus":0.20048129996143094,"score_gpt":0.5160461312152714,"score_spread":0.3155648312538405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396519774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051632326,0.058497738,0.0005937937,0.09295616,0.029247832,0.004958909,0.002387394,0.0011822738,0.75854355],"genre_scores_gemma":[0.95107454,0.029116344,0.0004144794,0.005816944,0.0025574607,0.0010305131,0.000072764175,0.00008802563,0.009828952],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977195,0.00019524431,0.0006231419,0.0003879587,0.00033196615,0.00074215233],"domain_scores_gemma":[0.9984124,0.00087735796,0.0001254411,0.00012525264,0.00041806692,0.000041488332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054020766,0.00025675524,0.00029176913,0.000043542,0.002908324,0.000066206296,0.0003165585,0.0001105336,0.0000103346065],"category_scores_gemma":[0.00013930138,0.00019197194,0.0003000149,0.00018939078,0.0005974332,0.000095314994,0.00063866493,0.0007584964,0.00004746592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011437122,0.000042253065,0.013006431,0.00033454585,0.0013808392,0.000011758154,0.50747705,0.0000025267655,0.0000015410401,0.06564623,0.41052556,0.0015598078],"study_design_scores_gemma":[0.00040219259,0.00001580218,0.004112718,0.0000672907,0.000025258958,4.3609788e-7,0.33749738,0.00011729582,0.0000014301236,0.009094043,0.6485013,0.00016485363],"about_ca_topic_score_codex":0.00030664547,"about_ca_topic_score_gemma":0.0007909215,"teacher_disagreement_score":0.8994422,"about_ca_system_score_codex":0.0017628463,"about_ca_system_score_gemma":0.0003438739,"threshold_uncertainty_score":0.9983898},"labels":[],"label_agreement":null},{"id":"W4396543036","doi":"10.17141/iconos.79.2024.5911","title":"Desajuste educativo y ajuste económico: ¿cómo respondió el mercado de trabajo mexicano ante la pandemia?","year":2024,"lang":"es","type":"article","venue":"Íconos - Revista de Ciencias Sociales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Demographic economics; Closure (psychology); Pandemic; Population; Educational attainment; Working population; Coronavirus disease 2019 (COVID-19); Socioeconomic status; Demography; Economics; Geography; Economic growth; Sociology; Medicine; Disease","score_opus":0.0810259284687996,"score_gpt":0.43154116884854005,"score_spread":0.35051524037974047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396543036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.878932,0.051753245,0.00022167008,0.020141393,0.0019641025,0.001741043,0.0006207496,0.00063680985,0.04398901],"genre_scores_gemma":[0.9617554,0.014591048,0.00022760821,0.0024319713,0.0029975171,0.00030445406,0.000046407087,0.0001913153,0.017454302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99134386,0.0031396293,0.0015622098,0.0012248836,0.00056429213,0.0021651129],"domain_scores_gemma":[0.9935482,0.004338718,0.0005521259,0.000661594,0.00030896498,0.00059037626],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005409324,0.0008629121,0.0013417081,0.0005006814,0.0028242124,0.00064115797,0.00085322827,0.0010051527,0.0009786056],"category_scores_gemma":[0.0017914461,0.00081396353,0.0007214032,0.0011424486,0.0015077125,0.0005075745,0.00044213675,0.0020042523,0.000690416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018686369,0.00039933657,0.26620418,0.006424081,0.00104042,0.00025442592,0.0821689,0.000002561544,0.0024494142,0.47029635,0.15151945,0.019054024],"study_design_scores_gemma":[0.0010554397,0.00030479318,0.16874318,0.0070230244,0.0014089546,0.000051308783,0.040249143,0.00013847314,0.00024556826,0.011489049,0.76765543,0.0016356541],"about_ca_topic_score_codex":0.0010645075,"about_ca_topic_score_gemma":0.0003547695,"teacher_disagreement_score":0.61613595,"about_ca_system_score_codex":0.0022347975,"about_ca_system_score_gemma":0.008782666,"threshold_uncertainty_score":0.9999346},"labels":[],"label_agreement":null},{"id":"W4396577599","doi":"10.3399/bjgpo.2024.0029","title":"The commercial determinants of health in Ireland: fueling an industrial epidemic at home and abroad","year":2024,"lang":"en","type":"article","venue":"BJGP Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Business; Geography","score_opus":0.21995319721404158,"score_gpt":0.5177892880606824,"score_spread":0.29783609084664076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396577599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98281956,0.0033269452,0.000001250936,0.010506292,0.00091520604,0.001084848,0.00003218241,0.000021761869,0.0012919377],"genre_scores_gemma":[0.99602294,0.0014765833,0.000013307794,0.0004944702,0.00023806118,0.00008837067,0.000010178598,0.000016832882,0.0016392281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980243,0.000711504,0.0006265982,0.00019677445,0.00009357791,0.00034728457],"domain_scores_gemma":[0.9986459,0.00096006895,0.00013967326,0.00017320174,0.000019762152,0.0000613725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028696223,0.00009977018,0.00037079843,0.00005295142,0.00090412743,0.000023923074,0.00025409408,0.000104159706,0.000047594986],"category_scores_gemma":[0.00015794547,0.00006409414,0.000021961743,0.00012804779,0.000066542634,0.00014279262,0.0006646562,0.00036325396,0.000022121058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012624361,0.000015169399,0.85201985,0.000094346906,0.000013262985,0.0000029463401,0.006096399,3.3172086e-7,0.000005003736,0.00042819243,0.017377838,0.12382044],"study_design_scores_gemma":[0.0020569996,0.00027566313,0.84513426,0.001572314,0.00001709441,0.0000014894403,0.0031140093,0.00018225337,0.0000053963863,0.0023938993,0.14505437,0.0001922271],"about_ca_topic_score_codex":0.007988775,"about_ca_topic_score_gemma":0.025528923,"teacher_disagreement_score":0.12767653,"about_ca_system_score_codex":0.00010225657,"about_ca_system_score_gemma":0.00021040329,"threshold_uncertainty_score":0.9986171},"labels":[],"label_agreement":null},{"id":"W4396587037","doi":"10.1177/107937390102400101","title":"Hospital Restructuring and Nursing Staff Well Being: The Role of Personal Resources <sup>1</sup>","year":2001,"lang":"en","type":"article","venue":"Journal of Health and Human Services Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Nursing staff; Nursing; Business; Medicine; Finance","score_opus":0.02032869942595218,"score_gpt":0.3560088313732164,"score_spread":0.3356801319472642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396587037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848191,0.0038628741,0.000002346195,0.0084666135,0.00008369772,0.00022403969,0.000002769474,0.0000084751355,0.0025300677],"genre_scores_gemma":[0.99828213,0.0007380548,0.000052811636,0.00029896895,0.00049574726,0.0000026453645,0.000004740546,0.00001009426,0.00011478045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837685,0.000223542,0.0007583402,0.00011744556,0.00026297927,0.00026084008],"domain_scores_gemma":[0.9986122,0.00011931413,0.0008983841,0.00007692422,0.00014676215,0.00014638543],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006698907,0.00011814727,0.00027771262,0.00008522466,0.0015349166,0.000030444722,0.000094527546,0.00006731061,0.000033503744],"category_scores_gemma":[0.000011087041,0.00008114822,0.000039917046,0.000063125895,0.00009593772,0.00021458119,0.00003050546,0.0003401156,6.3431844e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041120494,0.00015910176,0.695767,0.0010112314,0.00007325832,0.0000078067815,0.28482243,0.0000037111722,0.00006945427,0.0054512382,0.0003411478,0.011882452],"study_design_scores_gemma":[0.0014825553,0.0042601665,0.5070962,0.0020556108,0.00007612832,0.000065140724,0.43558353,0.00020100939,0.000025333327,0.01307748,0.035880506,0.00019637645],"about_ca_topic_score_codex":0.00018248084,"about_ca_topic_score_gemma":0.0002010804,"teacher_disagreement_score":0.18867081,"about_ca_system_score_codex":0.000042759333,"about_ca_system_score_gemma":0.00015331809,"threshold_uncertainty_score":0.999765},"labels":[],"label_agreement":null},{"id":"W4396612403","doi":"10.1177/107937391603900303","title":"Correlates and Consequences of Nursing Staff Job Insecurity","year":2016,"lang":"en","type":"article","venue":"Journal of Health and Human Services Administration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Job insecurity; Nursing staff; Nursing; Psychology; Medicine; Work (physics)","score_opus":0.07538686451574438,"score_gpt":0.44008998078525075,"score_spread":0.36470311626950636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396612403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833902,0.0030368809,0.000027187158,0.01258808,0.00019596715,0.00015961028,0.000009335806,0.0000070396954,0.0005856778],"genre_scores_gemma":[0.9978752,0.0015668187,0.00005228866,0.00028486302,0.00012815632,0.000001952678,0.0000019871654,0.0000048779752,0.000083824554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985484,0.00021872221,0.000814943,0.00008620605,0.00015585344,0.0001758735],"domain_scores_gemma":[0.9983231,0.00018524262,0.0010928204,0.000054886674,0.00020388712,0.00014006723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067005603,0.00008434023,0.0002915782,0.00007908909,0.00061002874,0.000009066071,0.000051734718,0.000064589374,0.000034657718],"category_scores_gemma":[0.000019486019,0.00005259319,0.000023505429,0.000038084752,0.0001564303,0.0002401702,0.00001563636,0.00014383958,8.3532046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038970387,0.00015334916,0.9188973,0.0017529934,0.00005308014,0.000005053885,0.027979326,3.8900982e-8,0.0014308585,0.032401588,0.00077862106,0.016158124],"study_design_scores_gemma":[0.003339899,0.00899007,0.86674076,0.009565037,0.0000830614,0.000069936286,0.05218357,0.000004020399,0.00020052202,0.054035258,0.0045355298,0.00025232005],"about_ca_topic_score_codex":0.00010059104,"about_ca_topic_score_gemma":0.00047636405,"teacher_disagreement_score":0.052156482,"about_ca_system_score_codex":0.000039165025,"about_ca_system_score_gemma":0.00030770124,"threshold_uncertainty_score":0.46919098},"labels":[],"label_agreement":null},{"id":"W4396646227","doi":"10.1177/23970022241240890","title":"Achieving sustainable development goals through common-good HRM: Context, approach and practice","year":2024,"lang":"en","type":"article","venue":"German Journal of Human Resource Management Zeitschrift für Personalforschung","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Human resource management; Sustainable development; Sustainability; Work (physics); Incentive; Collective action; Knowledge management; Empirical research; Business; Engineering ethics; Public relations; Political science; Engineering; Computer science; Economics; Geography","score_opus":0.04586445067362137,"score_gpt":0.40571779849469336,"score_spread":0.359853347821072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396646227","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40006074,0.024496961,0.0015015603,0.0076408116,0.00041992182,0.0017303029,0.000007080448,0.0002410124,0.5639016],"genre_scores_gemma":[0.95249,0.00062298705,0.0028200494,0.0021547321,0.00074828375,0.00009707011,0.000029377856,0.000115349314,0.04092215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99499035,0.0008781471,0.0015044423,0.00053355686,0.00096316176,0.0011303672],"domain_scores_gemma":[0.99748296,0.00085591566,0.00076183205,0.00033328848,0.00032865707,0.00023734306],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0043926174,0.0005068031,0.00079893135,0.00056131877,0.0028692598,0.00023441827,0.00052887335,0.0001712041,0.00019234173],"category_scores_gemma":[0.000108636865,0.00042014816,0.00022813909,0.00042818184,0.00019474924,0.0011012469,0.00084957347,0.0014362426,0.00005820433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005244899,0.00045330412,0.015576857,0.009039863,0.0038599467,0.0025642612,0.19855712,0.000032943764,0.00012579496,0.64290065,0.112784296,0.013580464],"study_design_scores_gemma":[0.0011635222,0.00019860874,0.0077500506,0.0013243429,0.0004221386,0.00010495712,0.18351646,0.000015963718,0.000007229909,0.00019081762,0.80491936,0.00038656595],"about_ca_topic_score_codex":0.000048101363,"about_ca_topic_score_gemma":0.000012622214,"teacher_disagreement_score":0.69213504,"about_ca_system_score_codex":0.00013505228,"about_ca_system_score_gemma":0.00013743935,"threshold_uncertainty_score":0.99982506},"labels":[],"label_agreement":null},{"id":"W4396809664","doi":"10.1177/23996544241253706","title":"Interrogating the agency of non-profit labour market intermediaries: Casting light on ‘shadow spaces’ through an institutional-relational view","year":2024,"lang":"en","type":"article","venue":"Environment and Planning C Politics and Space","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; Concordia University","keywords":"Intermediary; Agency (philosophy); Shadow (psychology); Business; Profit (economics); Industrial organization; Commerce; Finance; Microeconomics; Economics; Sociology","score_opus":0.04756882231885733,"score_gpt":0.355736397255951,"score_spread":0.3081675749370937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396809664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632396,0.0036856853,0.00083647744,0.008983237,0.00052921794,0.00031516035,0.00007542689,0.000031063613,0.022304092],"genre_scores_gemma":[0.99351424,0.0007484157,0.0003466534,0.00035725342,0.0003314658,0.000024601279,0.000021813912,0.000014066411,0.0046414817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896574,0.00010865306,0.00026231824,0.00021731897,0.00017342204,0.0002725687],"domain_scores_gemma":[0.99917346,0.00055132294,0.000088726374,0.000110877714,0.000011948946,0.00006365867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003789562,0.00015527975,0.0001736219,0.000044603956,0.0008404381,0.00002618554,0.000060760114,0.00007888488,0.00018029942],"category_scores_gemma":[0.00007610546,0.00010579963,0.000029384739,0.000046501213,0.0002157418,0.00014913501,0.00013896613,0.00035649913,0.000012719491],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040681523,0.000036714955,0.3889699,0.0010172558,0.00020465939,0.00003667421,0.15694153,0.00009370254,0.00017751222,0.44404593,0.0068518915,0.0015835277],"study_design_scores_gemma":[0.00097200955,0.0004808725,0.5306175,0.006914255,0.00018520818,0.000014203085,0.038237218,0.007983559,0.00009525388,0.016459906,0.3973897,0.00065030647],"about_ca_topic_score_codex":0.00013552199,"about_ca_topic_score_gemma":0.000011383493,"teacher_disagreement_score":0.42758605,"about_ca_system_score_codex":0.00004390467,"about_ca_system_score_gemma":0.000038066075,"threshold_uncertainty_score":0.6464056},"labels":[],"label_agreement":null},{"id":"W4396968564","doi":"10.1111/ajps.12865","title":"Austerity, economic vulnerability, and populism","year":2024,"lang":"en","type":"article","venue":"American Journal of Political Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Austerity; Populism; Vulnerability (computing); Political science; Computer security; Computer science; Law","score_opus":0.04377057760646343,"score_gpt":0.45438183064694704,"score_spread":0.4106112530404836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396968564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641787,0.00012433753,0.00008217669,0.02845786,0.00090050156,0.00006114185,0.0000059288573,0.000018957424,0.006170432],"genre_scores_gemma":[0.9980797,0.000027296448,0.00022175735,0.0009750585,0.00047930618,0.000002041393,8.0067736e-8,0.00000552435,0.00020919884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99844724,0.000128476,0.0003915399,0.00016598249,0.00022579316,0.0006409418],"domain_scores_gemma":[0.99880356,0.000480546,0.000090348985,0.00009300253,0.000088645036,0.00044389305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015921382,0.00007876932,0.00023066759,0.00013455833,0.00047085292,0.00004159937,0.00020792679,0.00001816052,0.00012661397],"category_scores_gemma":[0.00028162505,0.00005375499,0.00004495776,0.00020260632,0.0020688572,0.00028302424,0.00021220207,0.00036281144,0.000052380106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014853615,0.000017883298,0.14319876,0.000052465868,0.000019737708,0.000022573215,0.00156891,4.8016756e-7,0.00038050587,0.8355029,0.0015876096,0.017633317],"study_design_scores_gemma":[0.00023301742,0.00083803077,0.9051028,0.0002779525,0.000044549604,0.00010015129,0.0060478835,0.00014636909,0.00005432207,0.069982275,0.016970146,0.00020254162],"about_ca_topic_score_codex":0.0011399987,"about_ca_topic_score_gemma":0.00004770112,"teacher_disagreement_score":0.76552063,"about_ca_system_score_codex":0.00030881073,"about_ca_system_score_gemma":0.00052534364,"threshold_uncertainty_score":0.76227903},"labels":[],"label_agreement":null},{"id":"W4396983514","doi":"10.69520/jipe.v4i1.111","title":"Study on Skills Gap Beyond COVID","year":2022,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Psychology; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.06645613816690972,"score_gpt":0.45137883614908386,"score_spread":0.38492269798217416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396983514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965054,0.00013774872,0.0000907851,0.019261781,0.0034229264,0.0008056328,0.0000069301564,0.000028810548,0.011191381],"genre_scores_gemma":[0.98840314,0.000015964872,0.00016913243,0.006192566,0.00045328445,0.00031425522,0.000009701534,0.000017387847,0.004424581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971346,0.00039584548,0.0015966032,0.00013262946,0.0005292267,0.00021106142],"domain_scores_gemma":[0.9974136,0.00031647822,0.0013505172,0.00021617144,0.00066663563,0.00003659542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002811944,0.00011342949,0.00024029019,0.0013888053,0.00075501594,0.00000665856,0.00026406604,0.000045789246,0.0008326033],"category_scores_gemma":[0.00079256704,0.000102459,0.000034185286,0.0024361836,0.000024279467,0.00013490242,0.00011627466,0.00103791,0.000019150353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090802525,0.003405806,0.6497865,0.000023820327,0.000049168237,0.000007029328,0.015452719,0.000061717285,0.00025004582,0.04871879,0.27865347,0.0035001398],"study_design_scores_gemma":[0.0022784662,0.0019507592,0.6998939,0.000138101,0.000029719129,0.000021142441,0.15812495,0.000001299171,0.000036010395,0.017333573,0.119952224,0.00023986846],"about_ca_topic_score_codex":0.000038096816,"about_ca_topic_score_gemma":0.00001391763,"teacher_disagreement_score":0.15870124,"about_ca_system_score_codex":0.0008131964,"about_ca_system_score_gemma":0.0015787607,"threshold_uncertainty_score":0.91164225},"labels":[],"label_agreement":null},{"id":"W4398235111","doi":"10.12987/yale/9780300270570.003.0012","title":"No Jobs on a Healthy Planet","year":2023,"lang":"en","type":"book-chapter","venue":"Yale University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Planet; Astrobiology; Astronomy; Physics","score_opus":0.10076308512420495,"score_gpt":0.3232974042505183,"score_spread":0.22253431912631333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398235111","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000427929,0.000039219594,0.0000018491703,0.00026258876,0.0014092718,0.0009219828,0.00090067374,0.00052476843,0.9958969],"genre_scores_gemma":[0.000059478592,0.00041319028,0.000010730802,0.00079417817,0.00054677995,0.000004452086,0.0002640364,0.00008079664,0.99782634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822825,0.00011894546,0.00027706934,0.0004914833,0.00034466508,0.0005395573],"domain_scores_gemma":[0.9984514,0.0004645298,0.00029100207,0.00047933517,0.00013060868,0.00018313559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016256623,0.00037192402,0.0005151339,0.00021092841,0.001196405,0.0000063708803,0.000354139,0.0005974808,0.00036282753],"category_scores_gemma":[0.000015543239,0.00038765784,0.00011556984,0.000007181053,0.0001286415,0.000029320394,0.00052732165,0.0012049818,0.0026921197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042796688,0.000009029841,0.00009800804,0.00034382642,0.00017588507,0.00016386838,0.0006449251,6.2295186e-7,5.235052e-7,0.5651159,0.43261233,0.0004070768],"study_design_scores_gemma":[0.00081526185,0.00024028086,0.00015827247,0.0005410815,0.00009208396,3.2963302e-7,0.00012462675,0.0000021199887,3.401193e-7,0.00042704114,0.9972616,0.0003369743],"about_ca_topic_score_codex":0.0014721992,"about_ca_topic_score_gemma":0.0005185516,"teacher_disagreement_score":0.5646889,"about_ca_system_score_codex":0.00023874594,"about_ca_system_score_gemma":0.0001682734,"threshold_uncertainty_score":0.99985754},"labels":[],"label_agreement":null},{"id":"W4398646140","doi":"10.7910/dvn/m1venf","title":"PROSPERED Dataset: Child's Health Leave","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Psychology; Data science","score_opus":0.0617486635967158,"score_gpt":0.3901128473539129,"score_spread":0.3283641837571971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398646140","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033811539,0.000026014543,0.000005836139,0.0006982748,0.0036400233,0.0029370117,0.9913124,0.00011637399,0.0012607246],"genre_scores_gemma":[0.0000036650324,0.0033151936,0.00004156012,0.010658661,0.0014517216,0.0002558743,0.97992504,0.00007667903,0.004271579],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949929,0.0006643778,0.0011526467,0.0011127299,0.000700127,0.0013772328],"domain_scores_gemma":[0.9951183,0.00026447937,0.0009927512,0.0031626108,0.00012333364,0.00033851803],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001026826,0.0007224191,0.0012684824,0.0002649717,0.0017633648,0.0000386093,0.0012025482,0.00060231483,0.05894587],"category_scores_gemma":[0.00030526466,0.00062792184,0.00015598828,0.00022665788,0.00014435353,0.00033960078,0.0020626583,0.0021571147,0.54082835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008982567,0.00012193866,0.00038551257,0.0015912537,0.00022066166,0.000027448044,0.00020412251,3.995811e-7,2.903997e-7,0.000101404956,0.9971221,0.0001350404],"study_design_scores_gemma":[0.0014309023,0.00016044202,0.00058927253,0.0010447623,0.00013176684,0.0000037329044,0.0004900692,0.000001460234,2.6281634e-7,0.000014561618,0.99553967,0.0005931177],"about_ca_topic_score_codex":0.0041375263,"about_ca_topic_score_gemma":0.0024812005,"teacher_disagreement_score":0.48188248,"about_ca_system_score_codex":0.0004044583,"about_ca_system_score_gemma":0.00079003104,"threshold_uncertainty_score":0.9996172},"labels":[],"label_agreement":null},{"id":"W4398755716","doi":"10.1257/pandp.20241101","title":"Race, Police Violence, and Financial Decision-Making","year":2024,"lang":"en","type":"article","venue":"AEA Papers and Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Race (biology); Criminology; Business; Political science; Finance; Psychology; Sociology; Gender studies","score_opus":0.016406533573698152,"score_gpt":0.359105989085413,"score_spread":0.3426994555117149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398755716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94648784,0.004610316,0.0000056717977,0.0016933605,0.00040796906,0.00024594332,0.000007032032,0.0001327581,0.046409115],"genre_scores_gemma":[0.9912732,0.005617607,0.00016758166,0.0012705296,0.00043337542,0.00004800375,7.4233674e-7,0.000017277694,0.0011716764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990767,0.000007377531,0.00020054425,0.00028249246,0.00012373558,0.00030909697],"domain_scores_gemma":[0.99948126,0.00031780035,0.000036214613,0.000035625533,0.000057604,0.000071505114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025923006,0.0001348662,0.00017384769,0.00008527907,0.00081266114,0.000044153105,0.000053969783,0.0001118373,0.00009401075],"category_scores_gemma":[0.00011312077,0.00010132399,0.000027292273,0.00018964386,0.00007094375,0.00015711499,0.00014745948,0.00026561055,0.000029684117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010005029,0.000012417594,0.3624529,0.000864686,0.00003888651,0.0000072157113,0.030103177,3.6511853e-8,0.0004683973,0.0344346,0.055167943,0.51634973],"study_design_scores_gemma":[0.00052868994,0.00016479268,0.3441434,0.008904581,0.000076708064,0.000013174216,0.0062241536,0.00006780461,0.000010665855,0.019506464,0.619945,0.0004145821],"about_ca_topic_score_codex":0.00013323245,"about_ca_topic_score_gemma":0.00007202451,"teacher_disagreement_score":0.5647771,"about_ca_system_score_codex":0.000019444191,"about_ca_system_score_gemma":0.00003909312,"threshold_uncertainty_score":0.6250415},"labels":[],"label_agreement":null},{"id":"W4398933245","doi":"10.7910/dvn/qhq756","title":"PROSPERED Data Manual: Child Labour","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Child labour; Labour economics; Economics; Engineering; Work (physics); Mechanical engineering","score_opus":0.08373927770835188,"score_gpt":0.4019803971584828,"score_spread":0.31824111945013095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398933245","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029400864,0.0000133286585,0.0000028845232,0.0002574199,0.004281044,0.0020650083,0.99012184,0.00015046277,0.0030785815],"genre_scores_gemma":[0.00000723616,0.0022953157,0.00005661638,0.0032661855,0.0018255182,0.00013664633,0.9702421,0.00007401578,0.022096358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957963,0.00042664295,0.00084904564,0.0012619039,0.00065720273,0.0010088912],"domain_scores_gemma":[0.99195135,0.0002797553,0.0006003136,0.006811561,0.00016458277,0.00019246181],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009319386,0.0006165287,0.00091429276,0.00020213697,0.0011312454,0.000044196157,0.002948072,0.0007005886,0.07912083],"category_scores_gemma":[0.00057067344,0.00052834896,0.00009686023,0.00021091799,0.00011387538,0.00055680616,0.007124782,0.0019252469,0.56635106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007923555,0.00009763527,0.0010177916,0.0014010139,0.00026581384,0.00004615558,0.00010182402,1.7240097e-7,5.663863e-7,0.00014971344,0.9967697,0.00007033419],"study_design_scores_gemma":[0.0011923256,0.000051474635,0.0016783962,0.0007932899,0.0002746763,0.0000028026088,0.00044007893,0.000002832714,2.8567237e-7,0.000023435623,0.99495983,0.0005805687],"about_ca_topic_score_codex":0.002059978,"about_ca_topic_score_gemma":0.0017225214,"teacher_disagreement_score":0.4872302,"about_ca_system_score_codex":0.0001413846,"about_ca_system_score_gemma":0.0003274788,"threshold_uncertainty_score":0.9997168},"labels":[],"label_agreement":null},{"id":"W4399031721","doi":"10.1007/978-3-030-68127-2_273-1","title":"Global Social Problems of our Time - An Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.05903141836372911,"score_gpt":0.3984319176438154,"score_spread":0.3394004992800863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399031721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000095033,0.00025223632,0.0000067892247,0.024658129,0.0019327805,0.0006211312,0.0001620672,0.00024263262,0.9720292],"genre_scores_gemma":[0.0013854668,0.00005617062,0.000027087819,0.00014201972,0.0070570637,0.000027805436,0.000174746,0.00004315234,0.9910865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863625,0.00003492675,0.00049649604,0.00034104247,0.00024573467,0.0002455372],"domain_scores_gemma":[0.9993716,0.00000978202,0.00020839334,0.0001784309,0.00018749358,0.000044288845],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024023782,0.00023543554,0.0004354352,0.00006899948,0.0003302675,0.0000051355023,0.000107316606,0.00043524476,0.0032040433],"category_scores_gemma":[0.000007838807,0.00018684506,0.00012462489,0.000035035628,0.00004218579,0.00006103081,0.00018251139,0.00039300308,0.0017448851],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013314323,0.00001041296,0.00009199671,0.0003878725,0.00013517987,8.425093e-7,0.00050239236,1.8865462e-7,0.0000055024775,0.5123832,0.48552978,0.0009392727],"study_design_scores_gemma":[0.00015523624,0.00011435305,0.00024823507,0.00017089711,0.00015141001,4.861176e-7,0.00038462668,0.000002568976,4.9344476e-7,0.12738687,0.8711868,0.0001980287],"about_ca_topic_score_codex":0.00017371845,"about_ca_topic_score_gemma":0.00043114807,"teacher_disagreement_score":0.385657,"about_ca_system_score_codex":0.00016892872,"about_ca_system_score_gemma":0.00010578641,"threshold_uncertainty_score":0.9990324},"labels":[],"label_agreement":null},{"id":"W4399074063","doi":"10.3233/jvr-240021","title":"I do not expect much ikigai from work: A failed link between employment and well-being among adults with serious mental illness","year":2024,"lang":"en","type":"article","venue":"Journal of Vocational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental illness; Thematic analysis; Meaning (existential); Stigma (botany); Psychology; Supported employment; Perception; Qualitative research; Empirical research; Work (physics); Social psychology; Clinical psychology; Mental health; Psychiatry; Psychotherapist; Sociology","score_opus":0.017376584386223887,"score_gpt":0.348362779872375,"score_spread":0.33098619548615116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399074063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712223,0.0007409741,0.0003503022,0.025768574,0.00061056897,0.0006803566,0.000018491251,0.00004254057,0.0005658848],"genre_scores_gemma":[0.99644053,0.00010575973,0.0015415999,0.00016781651,0.0012646717,0.000105196435,0.00005209442,0.00003183742,0.0002904666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976437,0.0003128594,0.0008683867,0.00028221752,0.00064500107,0.00024779842],"domain_scores_gemma":[0.99613225,0.0027586704,0.00037649277,0.00013198491,0.00047220069,0.00012837588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000893374,0.00019473523,0.00034148927,0.0002419738,0.00052543945,0.00005414662,0.00010887061,0.00011390142,0.00009583092],"category_scores_gemma":[0.0002732015,0.00014261865,0.00009539091,0.0002855709,0.0001275648,0.0005105962,0.00006442068,0.00047468985,0.000026094038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007093613,0.000057807465,0.8496291,0.00026064002,0.00038589208,0.000009401846,0.10371104,0.000014149809,0.000110580135,0.0009495,0.0034068169,0.040755697],"study_design_scores_gemma":[0.0013088778,0.00058179855,0.9663531,0.0029637117,0.00011292589,0.0000012965907,0.01947755,0.000033760567,0.0000428022,0.0034285944,0.0055040396,0.00019151333],"about_ca_topic_score_codex":0.000116100506,"about_ca_topic_score_gemma":0.000057000125,"teacher_disagreement_score":0.116724014,"about_ca_system_score_codex":0.00033100953,"about_ca_system_score_gemma":0.00022927938,"threshold_uncertainty_score":0.58158195},"labels":[],"label_agreement":null},{"id":"W4399103135","doi":"10.1177/01902725241253252","title":"The Job Satisfaction Paradox: Pluralistic Ignorance and the Myth of the “Unhappy Worker”","year":2024,"lang":"en","type":"article","venue":"Social Psychology Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Job satisfaction; Social psychology; Mythology; Psychology; Ignorance; Job attitude; Sociology; Job performance; Epistemology; Philosophy; Theology","score_opus":0.036262470371878054,"score_gpt":0.42579360033597213,"score_spread":0.38953112996409406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399103135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6093102,0.005238841,0.00014412522,0.36685362,0.0063860845,0.0010462721,0.00002475896,0.00010246803,0.010893612],"genre_scores_gemma":[0.9939203,0.00027362263,0.0000031939821,0.0031668984,0.00061654014,0.00015857613,9.556472e-7,0.00001458912,0.0018453076],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99806666,0.0009268175,0.0003574945,0.00019878779,0.00015048932,0.0002997759],"domain_scores_gemma":[0.9985035,0.0010612687,0.00013802205,0.0002236975,0.000054015116,0.000019477051],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00076009455,0.00012258117,0.00020718857,0.000019700554,0.0023719354,0.00002018595,0.00017998181,0.00014381,0.000031791948],"category_scores_gemma":[0.000043452597,0.000054217475,0.00010561869,0.0002034292,0.0010304499,0.000048230344,0.000027839806,0.0005672796,0.000053859887],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061085384,0.000019103823,0.12853537,0.00016785132,0.00043351628,0.0000028626675,0.122894615,1.4414866e-7,0.00008412777,0.28814837,0.32203153,0.13707165],"study_design_scores_gemma":[0.0010642862,0.00009553325,0.8180904,0.00009984155,0.00008326209,0.0000017320024,0.010738716,0.000008097955,4.413045e-7,0.11394315,0.055779614,0.0000949448],"about_ca_topic_score_codex":0.0003281956,"about_ca_topic_score_gemma":0.0009204397,"teacher_disagreement_score":0.689555,"about_ca_system_score_codex":0.000024299274,"about_ca_system_score_gemma":0.00003924099,"threshold_uncertainty_score":0.9989268},"labels":[],"label_agreement":null},{"id":"W4399177354","doi":"10.1177/27551938241253789","title":"Working Conditions, Worker Rights, and Managerial Domination During the COVID-19 Pandemic: Assessing Their Toll on Precariously Employed Workers and Family Well-Being","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; McMaster University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Toll; Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Business; Medicine; Immunology; Internal medicine; Outbreak","score_opus":0.059263127209042726,"score_gpt":0.44625137191019165,"score_spread":0.3869882447011489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399177354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700582,0.007616869,0.000024953333,0.019584047,0.0019945635,0.00046469393,0.000018420711,0.000032809756,0.00020542441],"genre_scores_gemma":[0.98924506,0.0043680766,0.000054972083,0.0053026923,0.00085584,0.000018434495,0.000009035735,0.000019461637,0.00012641858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997226,0.0005192497,0.0012102287,0.00023770597,0.00042609044,0.00038071448],"domain_scores_gemma":[0.9975525,0.00083103223,0.0011512073,0.0000661329,0.00016605009,0.00023303814],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022967625,0.00019786604,0.0005082686,0.00030827775,0.0022240153,0.00013031687,0.0001938133,0.00012372076,0.000012087046],"category_scores_gemma":[0.000028540424,0.00013320673,0.00006925934,0.00012388319,0.00014461332,0.0003698882,0.00013708683,0.00051158643,9.9213e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005520256,0.00004654801,0.86936045,0.0028491667,0.00022182846,0.00003293805,0.075153686,0.0000027813041,0.000018217192,0.0010532284,0.0011460349,0.049563114],"study_design_scores_gemma":[0.002141817,0.0002584932,0.9223205,0.006827674,0.000039796352,0.00007297214,0.031675007,0.00011277613,0.0000027134488,0.0064547905,0.02989767,0.00019579563],"about_ca_topic_score_codex":0.001827182,"about_ca_topic_score_gemma":0.0018265077,"teacher_disagreement_score":0.05296006,"about_ca_system_score_codex":0.00033776733,"about_ca_system_score_gemma":0.0005448527,"threshold_uncertainty_score":0.99907494},"labels":[],"label_agreement":null},{"id":"W4399304404","doi":"10.3390/covid4060049","title":"Staff Resiliency in Long-Term Care during the COVID-19 Pandemic: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"COVID","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University; University of Northern British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Term (time); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Qualitative research; Long-term care; Psychology; Virology; Medicine; Nursing; Sociology; Infectious disease (medical specialty); Outbreak; Physics; Internal medicine","score_opus":0.13696934558857193,"score_gpt":0.5303552220974924,"score_spread":0.3933858765089205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399304404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846533,0.004996772,0.000039785245,0.005902449,0.00056844583,0.0017871707,0.00005235382,0.0002690427,0.0017306688],"genre_scores_gemma":[0.9931981,0.00018669393,0.0000022661038,0.00076125044,0.0001771852,0.0006117178,0.000013980767,0.000025106521,0.0050236913],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99693865,0.0014989907,0.00044418054,0.00039907632,0.00026986713,0.00044923992],"domain_scores_gemma":[0.9976702,0.0017534437,0.00006852341,0.0003229538,0.00006354916,0.0001213785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011260243,0.00017698319,0.00024667528,0.0001424995,0.0011203396,0.000022717726,0.00024506022,0.00008244419,0.00030054298],"category_scores_gemma":[0.00060606224,0.00011364126,0.000059280854,0.00039017937,0.000101448786,0.00010009565,0.0003096984,0.0006173667,0.00014170521],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044304914,0.00003776357,0.5229336,0.0007309127,0.000030373125,0.00006413118,0.4743471,0.0000020929017,0.000009129708,0.00032100145,0.0013535124,0.00012604836],"study_design_scores_gemma":[0.0010102701,0.00015931483,0.34416604,0.0001958199,0.000031061016,0.0000012637018,0.6418115,0.0000012095471,0.0000010399008,0.00047339758,0.011984822,0.00016425425],"about_ca_topic_score_codex":0.0010591724,"about_ca_topic_score_gemma":0.018553365,"teacher_disagreement_score":0.17876756,"about_ca_system_score_codex":0.00077285484,"about_ca_system_score_gemma":0.0004887495,"threshold_uncertainty_score":0.9993555},"labels":[],"label_agreement":null},{"id":"W4399331633","doi":"10.3389/fpubh.2024.1412679","title":"Editorial: Emerging research on social security and population health: new opportunities and challenges","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social security; Population health; Population; Data science; Political science; Medicine; Computer science; Environmental health","score_opus":0.3505405715558765,"score_gpt":0.5062873473506996,"score_spread":0.1557467757948231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399331633","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000066956905,0.0304587,0.0000035144492,0.3132174,0.6541575,0.00095660664,0.00015545513,0.00013823148,0.00084562483],"genre_scores_gemma":[0.00026575587,0.21202588,0.000054324973,0.00052220636,0.78424764,0.00018153778,0.0005319215,0.00009637586,0.0020743315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903033,0.0036953106,0.001260353,0.0010142633,0.0018470156,0.0018797683],"domain_scores_gemma":[0.99674135,0.0013485462,0.0004903144,0.00030890954,0.00038223356,0.0007286372],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.013458726,0.00046964147,0.0013124911,0.0015077015,0.0026686743,0.00011667493,0.0002590058,0.001421322,0.000016476426],"category_scores_gemma":[0.0013644126,0.00045625432,0.00006567673,0.00043234258,0.00020356097,0.00028014934,0.00048123233,0.005242888,0.000007511408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049459635,0.000036876645,0.00074208836,0.0045632212,0.00006285432,0.000002389492,0.033422433,1.840455e-8,2.0679238e-9,0.005349064,0.9054527,0.050318882],"study_design_scores_gemma":[0.0007174657,0.00030005374,0.0013440165,0.0012599772,0.0000068514723,9.527297e-8,0.034055036,0.000005313556,1.6156062e-9,0.011738095,0.9502958,0.00027727956],"about_ca_topic_score_codex":0.013288158,"about_ca_topic_score_gemma":0.0040555107,"teacher_disagreement_score":0.3126952,"about_ca_system_score_codex":0.0021238625,"about_ca_system_score_gemma":0.0070833163,"threshold_uncertainty_score":0.99987507},"labels":[],"label_agreement":null},{"id":"W4399356411","doi":"10.25071/1920-7336.41131","title":"“There Is No Safe Place in This Plant”: Refugee Workers in Canadian Meatpacking and the Limits of Permanent Legal Status","year":2024,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Legal status; Law; Political science; Business","score_opus":0.026268567808881708,"score_gpt":0.33668467716528216,"score_spread":0.31041610935640046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399356411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718814,0.0083679035,1.533519e-7,0.012359715,0.0013553147,0.00048495372,0.00021758811,0.000014292633,0.005318675],"genre_scores_gemma":[0.9869956,0.0023317817,0.000011174241,0.0035112011,0.00025658685,0.000028921948,0.000010964906,0.000046299327,0.0068074986],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964049,0.0006166667,0.0009054326,0.00031821083,0.0006009089,0.0011538957],"domain_scores_gemma":[0.9983252,0.0006169291,0.00022381525,0.00025053165,0.00011326425,0.00047021257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014143318,0.0002993555,0.00056157773,0.0004448978,0.00060444226,0.000045227975,0.0002418612,0.00017375076,0.0006317974],"category_scores_gemma":[0.00021814884,0.00019468844,0.00008180802,0.0004327933,0.000110407,0.00015303207,0.0000653943,0.0019529414,0.000020860738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024768894,0.00007386454,0.564528,0.001304225,0.0006462874,0.0051272083,0.004120538,0.00010625001,0.000048983602,0.30438006,0.115353286,0.0018344027],"study_design_scores_gemma":[0.0014915821,0.0000731422,0.026766747,0.0025830762,0.000028768598,0.000030108882,0.0002148269,0.00009859625,0.0000070529363,0.00012057408,0.96837974,0.00020581787],"about_ca_topic_score_codex":0.7752738,"about_ca_topic_score_gemma":0.9869981,"teacher_disagreement_score":0.85302645,"about_ca_system_score_codex":0.0027102726,"about_ca_system_score_gemma":0.0048574368,"threshold_uncertainty_score":0.86168844},"labels":[],"label_agreement":null},{"id":"W4399357642","doi":"10.3390/ijerph21060730","title":"Double-Duty Carers’ Health and Wellbeing during COVID-19: Exploring the Role of Mobility of the Care Economy in Southern Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Trent University; McMaster University","funders":"","keywords":"Workload; Thematic analysis; Pandemic; Coronavirus disease 2019 (COVID-19); Duty; Business; Work (physics); Health care; Closure (psychology); Negotiation; Demographic economics; Qualitative research; Psychology; Nursing; Economic growth; Political science; Sociology; Medicine; Economics","score_opus":0.10652007674880186,"score_gpt":0.4078060577476691,"score_spread":0.3012859809988672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399357642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566755,0.0064074076,0.0000016262757,0.035884738,0.0002459577,0.0003490777,0.000080917234,0.0000019123986,0.0003528576],"genre_scores_gemma":[0.9977731,0.001527068,0.0000053683702,0.0003913472,0.00009661928,0.000022344635,0.000003969805,0.000007930268,0.0001722132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977198,0.00048140212,0.0006585144,0.00014744967,0.0006265887,0.00036624764],"domain_scores_gemma":[0.99871814,0.0005181872,0.00023827291,0.00011302891,0.00007113412,0.00034125408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022993505,0.000083178675,0.00020742363,0.00016025512,0.00051875244,0.000022132213,0.00028008365,0.000026607515,0.00010416622],"category_scores_gemma":[0.00011261996,0.000051960375,0.00004070963,0.00008864038,0.00021186101,0.00017343837,0.0003465894,0.00077404093,3.748566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012075545,0.00005286026,0.9024618,0.00034428076,0.00007639463,0.0000051543134,0.09174376,0.000010245684,0.000029823055,0.0006990554,0.00017286555,0.004282993],"study_design_scores_gemma":[0.0011504361,0.0002102753,0.55873257,0.0005027695,0.0000024319027,0.000013146823,0.36618024,0.000012474841,0.000027750979,0.0010607291,0.07203819,0.000068956],"about_ca_topic_score_codex":0.7964799,"about_ca_topic_score_gemma":0.83637375,"teacher_disagreement_score":0.34372923,"about_ca_system_score_codex":0.0034352252,"about_ca_system_score_gemma":0.0057425164,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W4399401226","doi":"10.1177/00469580241248094","title":"Wages or Legitimacy? A Qualitative Analysis of Home Care Worker Perspectives in Choosing Work Settings","year":2024,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Calgary; University of Manitoba","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research; Agency for Healthcare Research and Quality","keywords":"Agency (philosophy); Flexibility (engineering); Thematic analysis; Care work; Autonomy; Health care; Business; Public relations; Immigration; Work (physics); Qualitative research; Nursing; Medicine; Sociology; Economic growth; Political science; Economics; Management","score_opus":0.05452149309932139,"score_gpt":0.45032298403863324,"score_spread":0.39580149093931183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399401226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93642193,0.04735448,0.0035066272,0.011525509,0.00062395656,0.00048355263,0.000012711524,0.000032661752,0.000038553735],"genre_scores_gemma":[0.99634504,0.0026264032,0.0002409559,0.0005044494,0.00014852654,0.0000038823096,0.000010129388,0.000028053622,0.0000925499],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970445,0.0010526247,0.0011404237,0.00018426299,0.00030732158,0.00027084572],"domain_scores_gemma":[0.99697053,0.0010704765,0.00073569897,0.00012508914,0.0010422494,0.000055950844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002138172,0.00015464422,0.00057922926,0.0006945039,0.0007083286,0.000027244709,0.000119317716,0.000115403054,0.00005956587],"category_scores_gemma":[0.0006756133,0.00009283914,0.00007046576,0.0029427044,0.000103987884,0.0002701782,0.000106057094,0.0006722936,0.0000016869742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010301094,0.000014642652,0.065459445,0.0007010942,0.00013186605,0.0000055912133,0.919447,0.00007969693,0.000018805713,0.00023619756,0.0014841555,0.012318514],"study_design_scores_gemma":[0.0003953598,0.00019086152,0.13206175,0.0032177204,0.00018813246,0.0000026985892,0.86266834,0.000022147742,0.00001257736,0.000048062826,0.001091262,0.0001010658],"about_ca_topic_score_codex":0.00013202587,"about_ca_topic_score_gemma":0.00014957803,"teacher_disagreement_score":0.066602305,"about_ca_system_score_codex":0.00043381777,"about_ca_system_score_gemma":0.0006968765,"threshold_uncertainty_score":0.5447963},"labels":[],"label_agreement":null},{"id":"W4399439994","doi":"10.1007/s12134-024-01157-6","title":"Breaking into the Labor Market in the Face of Racism and Oppression: Resiliency and Well-Being of Highly Skilled African Immigrants in Quebec","year":2024,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; McGill University","funders":"Social Sciences and Humanities Research Council","keywords":"Oppression; Racism; Face (sociological concept); Immigration; Sociology; Gender studies; Demographic economics; Political science; Economics; Social science; Law","score_opus":0.012628999284292923,"score_gpt":0.35343423556488435,"score_spread":0.34080523628059145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399439994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404418,0.0015485992,0.0079789115,0.04432286,0.00043550623,0.00047027937,0.000017160353,0.000014446768,0.0047704265],"genre_scores_gemma":[0.9901973,0.005695205,0.0007521344,0.0007685329,0.00020373863,0.000086302694,0.00003600516,0.000016955039,0.0022438057],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963665,0.0012441336,0.0014861514,0.00024422657,0.0004915493,0.00016743813],"domain_scores_gemma":[0.99537504,0.002913363,0.00081239553,0.00013401467,0.0007150731,0.00005009602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003645596,0.0002216528,0.00034026825,0.0008034636,0.00016180449,0.0001584825,0.00029376743,0.0001645202,0.00009124867],"category_scores_gemma":[0.0016415977,0.00014209755,0.000095923504,0.00043372583,0.00020209058,0.00096009695,0.00006374856,0.0007661482,9.4306233e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078411156,0.00030232142,0.26888445,0.00027300313,0.00019044464,0.00002540265,0.40477064,0.00028561914,0.0192658,0.2751975,0.0071199536,0.022900734],"study_design_scores_gemma":[0.0017098245,0.00034893936,0.83275765,0.004645509,0.000074120224,0.00014388481,0.078860775,0.039799124,0.0024644556,0.014825528,0.024086349,0.00028382413],"about_ca_topic_score_codex":0.013393316,"about_ca_topic_score_gemma":0.114743754,"teacher_disagreement_score":0.56387323,"about_ca_system_score_codex":0.00026088566,"about_ca_system_score_gemma":0.00024675182,"threshold_uncertainty_score":0.9931766},"labels":[],"label_agreement":null},{"id":"W4399671150","doi":"10.1093/sf/soae087","title":"Review of “Zygmunt Bauman and the West: A Sociology of Intellectual Exile”","year":2024,"lang":"en","type":"article","venue":"Social Forces","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Media studies; Classics; Anthropology; Religious studies; History; Philosophy","score_opus":0.07330966758386431,"score_gpt":0.45526476081830114,"score_spread":0.3819550932344368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399671150","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40819368,0.49761146,0.000030720134,0.044707105,0.0009885557,0.0011696477,0.000046524638,0.000080919795,0.04717138],"genre_scores_gemma":[0.9411761,0.05534898,0.0000057597053,0.0012141711,0.00029890248,0.00007249604,0.000005181212,0.000009445969,0.0018689333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990036,0.0003490729,0.00033006203,0.000091992624,0.0000788596,0.00014641383],"domain_scores_gemma":[0.99842894,0.0013409831,0.00009458475,0.000057200956,0.00006652038,0.00001175337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413906,0.000070568574,0.00033113328,0.000024950377,0.00040762883,0.0000013430811,0.000081142156,0.00007240251,0.0005211773],"category_scores_gemma":[0.00031009814,0.000039788978,0.00009827765,0.00008561051,0.00092226936,0.000024416475,0.00012434518,0.00020210943,0.000019058572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007847294,0.000014375255,0.0027743808,0.019756394,0.0003024092,5.8846695e-7,0.3538644,1.3550287e-8,0.000041556912,0.43990374,0.17534731,0.007916364],"study_design_scores_gemma":[0.0020308737,0.0004038749,0.009823688,0.022878287,0.0006657836,0.0000012760412,0.10367063,0.000021551941,0.000054391472,0.13402255,0.7260585,0.00036863782],"about_ca_topic_score_codex":0.00021788196,"about_ca_topic_score_gemma":0.00008408212,"teacher_disagreement_score":0.55071115,"about_ca_system_score_codex":0.000014546519,"about_ca_system_score_gemma":0.000061694926,"threshold_uncertainty_score":0.5706526},"labels":[],"label_agreement":null},{"id":"W4399693127","doi":"10.3934/publichealth.2024035","title":"Is resistance to Covid-19 vaccination a “problem”? A critical policy inquiry of vaccine mandates for healthcare workers","year":2024,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Health care; Vaccination; Resistance (ecology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Political science; Biology; Infectious disease (medical specialty); Outbreak","score_opus":0.2033318502519564,"score_gpt":0.5470552739017515,"score_spread":0.343723423649795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399693127","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005574443,0.004229714,0.011596276,0.9733775,0.0008806545,0.0026609981,0.0004182577,0.00034946259,0.0009126823],"genre_scores_gemma":[0.87125087,0.000795948,0.0022529764,0.11753906,0.0013330384,0.0015772294,0.00015146023,0.00008327182,0.005016167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608105,0.0005428691,0.0011566873,0.0005441088,0.0003827631,0.0012925181],"domain_scores_gemma":[0.99588317,0.0019274773,0.00018308242,0.00040602556,0.0005489986,0.0010512305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030807252,0.0002490623,0.0005791476,0.0006950238,0.001259117,0.000041322826,0.00025545753,0.00019359749,0.00027265894],"category_scores_gemma":[0.0027629961,0.00021879787,0.00012114755,0.0014413691,0.000041650273,0.00028179717,0.00018216192,0.00041128456,0.000059984788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013364608,0.0000664994,0.02344143,0.011793336,0.000060254977,0.0000015604467,0.045672357,5.4367985e-7,0.0000030357317,0.21129437,0.69733673,0.010196222],"study_design_scores_gemma":[0.0009448384,0.00047700494,0.019315213,0.00091556634,0.00001328746,0.000001026212,0.011261627,0.000022740216,0.0000030828462,0.024426123,0.9423898,0.00022967845],"about_ca_topic_score_codex":0.004012842,"about_ca_topic_score_gemma":0.0049325675,"teacher_disagreement_score":0.8656764,"about_ca_system_score_codex":0.001340458,"about_ca_system_score_gemma":0.00599696,"threshold_uncertainty_score":0.99963814},"labels":[],"label_agreement":null},{"id":"W4399749364","doi":"10.1101/2024.06.12.24308855","title":"Machine learning and the labour market: A portrait of occupational and worker inequities in Canada","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Portrait; Labour economics; Sociology; Business; Economics; Gender studies; Demographic economics; Art; Art history","score_opus":0.036862449472925066,"score_gpt":0.3535441744379229,"score_spread":0.31668172496499786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399749364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97148466,0.01401072,0.0000014460807,0.0064696176,0.0004570501,0.00042324167,0.00011540259,0.000015998945,0.0070218686],"genre_scores_gemma":[0.98781043,0.0018746174,0.000016781138,0.00024101962,0.000098068194,0.00013275392,0.000015620231,0.000017217204,0.009793504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852496,0.0003975949,0.00045072322,0.00021441582,0.00020653872,0.00020573557],"domain_scores_gemma":[0.9988492,0.00077231706,0.00018214929,0.000103320985,0.0000593019,0.00003372163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010889579,0.00015654463,0.00038643804,0.000083118684,0.00018744024,0.0000074614977,0.00008087256,0.00008929523,0.00033496876],"category_scores_gemma":[0.00025674782,0.00009910259,0.000026910186,0.000084473846,0.000114321374,0.000011903671,0.0010376577,0.0011640486,0.0000010251348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000139452,0.000002991,0.9900719,0.0007743623,0.00007101167,0.000008348459,0.0028058935,0.000005037571,7.0948147e-7,0.004210307,0.0012940569,0.0006159633],"study_design_scores_gemma":[0.00051770324,0.0000058170185,0.9770106,0.00083308003,0.000032840322,6.1830855e-7,0.0020093096,0.0002571769,3.930049e-7,0.0049342867,0.0142995585,0.0000986254],"about_ca_topic_score_codex":0.70474446,"about_ca_topic_score_gemma":0.91122437,"teacher_disagreement_score":0.20647994,"about_ca_system_score_codex":0.00008496726,"about_ca_system_score_gemma":0.00095133006,"threshold_uncertainty_score":0.50572765},"labels":[],"label_agreement":null},{"id":"W4399764601","doi":"10.7202/1111511ar","title":"La capture des travailleurs à l’ère du travail précaire : réduire le taux de roulement en l’absence de l’engagement et de la sécurité d’emploi des employés","year":2023,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.058988303587488085,"score_gpt":0.36746650162707273,"score_spread":0.30847819803958465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399764601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88241124,0.022317862,0.0021784706,0.04271331,0.00051187095,0.0015595695,0.00035392377,0.0007503567,0.047203418],"genre_scores_gemma":[0.89792764,0.022599785,0.0015026242,0.0005579557,0.000498331,0.00053851877,0.00013783592,0.00016058133,0.076076746],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889587,0.007295919,0.0009411408,0.0006416678,0.00048008838,0.001682481],"domain_scores_gemma":[0.9937164,0.0047920207,0.00030673537,0.0004947356,0.00022608902,0.0004639889],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0061069108,0.00061208307,0.0005323208,0.00035390005,0.004184652,0.00012990543,0.00048620263,0.0017475925,0.0006671593],"category_scores_gemma":[0.0020514945,0.00064213865,0.00024452544,0.0013163624,0.0013254144,0.00044075015,0.00043775642,0.003475207,0.0003057283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003432191,0.00046345938,0.47239333,0.00021372804,0.00040529226,0.00018134333,0.14554879,0.0030797087,0.000061381565,0.10335516,0.253111,0.02115248],"study_design_scores_gemma":[0.0012513752,0.00013209165,0.38396114,0.0016673324,0.00027801673,0.00004345599,0.112073556,0.00040628095,0.000072645744,0.006114012,0.49345294,0.0005471626],"about_ca_topic_score_codex":0.0051289676,"about_ca_topic_score_gemma":0.0023448085,"teacher_disagreement_score":0.24034193,"about_ca_system_score_codex":0.0010695157,"about_ca_system_score_gemma":0.003059748,"threshold_uncertainty_score":0.999603},"labels":[],"label_agreement":null},{"id":"W4399764651","doi":"10.7202/1111510ar","title":"Worker Capture in the Precarious Work Era: Reducing Turnover without Employee Commitment and Job Security","year":2023,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Job security; Work (physics); Business; Organizational commitment; Turnover; Labour economics; Turnover intention; Public relations; Political science; Economics; Management; Engineering","score_opus":0.05587302903984835,"score_gpt":0.35533231524987163,"score_spread":0.29945928621002327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399764651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604296,0.001282514,0.000007517507,0.021312062,0.0003740584,0.0010041664,0.000015901835,0.0001427392,0.015431413],"genre_scores_gemma":[0.98820806,0.00018191386,0.000025901641,0.00030254337,0.00021486318,0.00024156735,0.00003151073,0.00002109178,0.010772539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982679,0.00046127383,0.00038716666,0.00024966346,0.0002323145,0.0004017114],"domain_scores_gemma":[0.9985103,0.0009800118,0.000105359424,0.00029770588,0.000055059132,0.000051544775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066205254,0.00016951616,0.00020940653,0.00014869262,0.0012629973,0.000023319551,0.00014019659,0.00035271898,0.0000907484],"category_scores_gemma":[0.00024210631,0.000116751355,0.00003833052,0.0010372759,0.000096421245,0.00009850035,0.00017054258,0.0015638863,0.00012156206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012201431,0.0000160853,0.80509686,0.000003866478,0.00003316348,0.0000040396435,0.041522507,0.00007216999,7.1318834e-7,0.0007322695,0.1515808,0.00092532457],"study_design_scores_gemma":[0.0005673988,0.000018038512,0.89541066,0.00034399284,0.000042489286,9.0698575e-7,0.015654068,0.000025945305,9.017987e-7,0.0014167412,0.086372264,0.00014656996],"about_ca_topic_score_codex":0.0006838189,"about_ca_topic_score_gemma":0.0011099913,"teacher_disagreement_score":0.09031382,"about_ca_system_score_codex":0.0000993628,"about_ca_system_score_gemma":0.00011468391,"threshold_uncertainty_score":0.9714082},"labels":[],"label_agreement":null},{"id":"W4399764805","doi":"10.7202/1111508ar","title":"Risk Cycles, Capitalism and the Future of Work","year":2023,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Capitalism; Work (physics); Business; Political science; Engineering; Mechanical engineering","score_opus":0.0362939184246502,"score_gpt":0.3399152615586249,"score_spread":0.3036213431339747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399764805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94310975,0.004071561,0.000018593653,0.039158873,0.00052153686,0.00053096487,0.00004347099,0.000118299366,0.012426927],"genre_scores_gemma":[0.9802789,0.0033992291,0.000022368957,0.00007456809,0.00039957365,0.00006849056,0.000020578529,0.000011700262,0.015724609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990522,0.00028512866,0.00027073838,0.00010268819,0.00011666695,0.00017255597],"domain_scores_gemma":[0.9983799,0.0011986204,0.00015799637,0.00017474638,0.000059615802,0.000029124216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005256618,0.000076620374,0.00014717627,0.00007565195,0.0011766894,0.0000035710664,0.00007521445,0.00019778707,0.0001107046],"category_scores_gemma":[0.00020364301,0.000046951118,0.00003732988,0.0005674048,0.00019042082,0.00004059317,0.00011481259,0.0005412582,0.00013366186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029484,0.000007736295,0.6550471,0.000004488843,0.00008008935,6.075504e-7,0.013195597,0.000029870887,6.173846e-7,0.08519093,0.23604968,0.010363774],"study_design_scores_gemma":[0.0013761611,0.00001269671,0.6508579,0.00010175599,0.00008919189,2.0601436e-7,0.033901475,0.00003738223,0.0000026304333,0.011141968,0.30237877,0.00009980384],"about_ca_topic_score_codex":0.00017281213,"about_ca_topic_score_gemma":0.000055176017,"teacher_disagreement_score":0.07404896,"about_ca_system_score_codex":0.0000139301765,"about_ca_system_score_gemma":0.000050805087,"threshold_uncertainty_score":0.9050263},"labels":[],"label_agreement":null},{"id":"W4399766349","doi":"10.4000/11ult","title":"Expérience des personnes conseillères d’orientation et en employabilité durant la COVID-19 : exigences du travail perçues et ressources disponibles","year":2024,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Humanities; Virology; Art; Biology; Medicine; Outbreak","score_opus":0.04917649026400959,"score_gpt":0.4165642608857029,"score_spread":0.3673877706216933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399766349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8455262,0.02659812,0.004685816,0.1077446,0.008245701,0.0027116765,0.0003255623,0.0008582161,0.0033040724],"genre_scores_gemma":[0.9553968,0.013091685,0.0010902727,0.0048762704,0.0007266141,0.0015484763,0.0002855441,0.00015962082,0.022824738],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9813337,0.012654395,0.0017535454,0.0016969441,0.0013089287,0.0012525289],"domain_scores_gemma":[0.98620623,0.011331994,0.00062367663,0.0005959109,0.00057891966,0.00066326367],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0077279103,0.00093850127,0.00088132086,0.0005489426,0.0051530944,0.00050474674,0.0005886523,0.00077305484,0.0021572732],"category_scores_gemma":[0.004289395,0.00078382203,0.0003684457,0.0015223036,0.0020795402,0.0028283603,0.0004712302,0.0016334056,0.0004167896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003770441,0.00043906053,0.14466918,0.004899144,0.00017558628,0.00016087639,0.76656175,0.00015730607,0.00030073628,0.052358713,0.026877979,0.0030226342],"study_design_scores_gemma":[0.001569876,0.00048279838,0.14398149,0.0072764633,0.0002477605,0.00005806323,0.77719027,0.00045910885,0.00024498926,0.009923219,0.05763461,0.00093134143],"about_ca_topic_score_codex":0.006465007,"about_ca_topic_score_gemma":0.011380976,"teacher_disagreement_score":0.10987054,"about_ca_system_score_codex":0.0006659097,"about_ca_system_score_gemma":0.002337778,"threshold_uncertainty_score":0.9994613},"labels":[],"label_agreement":null},{"id":"W4399866831","doi":"10.1111/dar.13891","title":"Ageing disgracefully with Jude Byrne: A special section recognising her life and work","year":2024,"lang":"en","type":"editorial","venue":"Drug and Alcohol Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Work (physics); Special section; Psychology; Gerontology; Forensic engineering; Medicine; Engineering; Computer science; Engineering physics; Mechanical engineering","score_opus":0.03899144704359985,"score_gpt":0.3854094637821953,"score_spread":0.34641801673859546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399866831","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016209178,0.39556748,0.0000016068122,0.0051047364,0.58925307,0.0014450974,0.00006111396,0.00014641555,0.0067995754],"genre_scores_gemma":[0.00006451758,0.3484902,0.000021438827,0.0005605522,0.63476735,0.00020455298,0.0001152958,0.000072461014,0.015703654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972923,0.00040407016,0.0006709401,0.0006903836,0.00045803306,0.00048431035],"domain_scores_gemma":[0.9982588,0.0008062134,0.00034792072,0.00023543261,0.00016744836,0.00018416731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011248096,0.00047213893,0.0010757002,0.000092599286,0.00095167843,0.00008077069,0.00010038852,0.00037566107,0.000163919],"category_scores_gemma":[0.00046457304,0.0003235808,0.000114585084,0.00033492982,0.00009437865,0.00011797318,0.00025180212,0.0018727749,0.000106662716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004300475,0.000010571414,0.00083995645,0.01674862,0.00016104648,0.00003157272,0.00068719697,1.7133816e-8,2.1748554e-7,0.000017675868,0.95830643,0.023153696],"study_design_scores_gemma":[0.00039773618,0.000039096703,0.00032148018,0.07391796,0.00061727484,0.000001096621,0.00018469234,1.1743315e-7,7.208695e-8,0.00010785045,0.9240517,0.00036094373],"about_ca_topic_score_codex":0.00012758351,"about_ca_topic_score_gemma":0.0003371952,"teacher_disagreement_score":0.05716934,"about_ca_system_score_codex":0.00008003887,"about_ca_system_score_gemma":0.00025702926,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W4399882681","doi":"10.1016/j.jvb.2024.104010","title":"Challenging organizational research theory and findings: A commentary on the neglected focus on vulnerable workers","year":2024,"lang":"en","type":"article","venue":"Journal of Vocational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Campus Research Board","keywords":"Psychology; Focus (optics); Social psychology; Applied psychology; Engineering ethics","score_opus":0.1062194912063395,"score_gpt":0.45974315686269773,"score_spread":0.35352366565635823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399882681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79162264,0.0013637131,0.000061365936,0.20228235,0.0007904463,0.00047557283,0.000018647086,0.000029889628,0.003355367],"genre_scores_gemma":[0.9960156,0.0001901368,0.000031324333,0.0015888147,0.00072882685,0.00006360454,0.0000107608275,0.000021768077,0.0013491674],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977675,0.000931789,0.00034943773,0.00012425159,0.0005978199,0.0002291827],"domain_scores_gemma":[0.9934616,0.005899693,0.000076795106,0.00009073429,0.00040885006,0.000062313506],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026221513,0.00009735612,0.00012473273,0.0002778434,0.0015867235,0.000034575543,0.00014020871,0.00006439113,0.00081948313],"category_scores_gemma":[0.00054573966,0.0000591811,0.000041631047,0.0003604232,0.000090440066,0.00009815983,0.00006404188,0.0013019693,0.00005898216],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006550011,0.00045420585,0.08128083,0.00009239644,0.0002998325,0.000063486594,0.012008148,0.000021754475,0.0013662071,0.34007823,0.55707824,0.0066016777],"study_design_scores_gemma":[0.0013358275,0.0010629967,0.88899136,0.0034554189,0.00020897426,0.000035482248,0.024077903,0.0000393556,0.0003347866,0.04591495,0.03423666,0.00030626933],"about_ca_topic_score_codex":0.000016432621,"about_ca_topic_score_gemma":0.0000073339916,"teacher_disagreement_score":0.8077105,"about_ca_system_score_codex":0.00022375547,"about_ca_system_score_gemma":0.00016735983,"threshold_uncertainty_score":0.99971306},"labels":[],"label_agreement":null},{"id":"W4399986270","doi":"10.1037/ocp0000375","title":"Too depressed and anxious to speak up: The relationships between weekly fluctuations in mental health and silence at work.","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Dalhousie University; University of Regina; University of Windsor","funders":"University of Windsor","keywords":"Silence; Psychology; Mental health; Work (physics); Anxiety; Occupational stress; Clinical psychology; Work environment; Social psychology; Psychotherapist; Job satisfaction; Psychiatry","score_opus":0.19205851655318393,"score_gpt":0.5257410991022181,"score_spread":0.33368258254903416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399986270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6445647,0.006295639,0.00052697095,0.3464217,0.0011381758,0.0006480402,0.00005180726,0.000017386914,0.00033558934],"genre_scores_gemma":[0.9797135,0.0022639753,0.0005903269,0.015619103,0.0005042971,0.000039235987,0.000032633772,0.000017959681,0.0012189426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969255,0.0010112392,0.0011048682,0.0002449965,0.0002834852,0.0004299116],"domain_scores_gemma":[0.9976214,0.0014372321,0.00038548777,0.00013489377,0.00011862647,0.00030231965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026459713,0.00013862956,0.00034956972,0.0003476813,0.0011478189,0.000014705918,0.00012432653,0.000104294675,0.000052371328],"category_scores_gemma":[0.00025818337,0.000099675264,0.000038482747,0.0004401731,0.00010207084,0.00015124689,0.00010943147,0.000880416,0.000033333756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026964457,0.000023445878,0.7734766,0.00008403767,0.000032246127,0.0000022492356,0.0203937,0.0000046855575,0.0000034181155,0.00092930143,0.19866319,0.006117476],"study_design_scores_gemma":[0.00065022596,0.00032260237,0.9073543,0.0003806517,0.0000069454977,0.00002216579,0.0016067501,0.000009644173,1.0379958e-7,0.0010878738,0.08848825,0.00007050512],"about_ca_topic_score_codex":0.00008207197,"about_ca_topic_score_gemma":0.00054051884,"teacher_disagreement_score":0.3351488,"about_ca_system_score_codex":0.00032745893,"about_ca_system_score_gemma":0.0005641537,"threshold_uncertainty_score":0.8828211},"labels":[],"label_agreement":null},{"id":"W4400000724","doi":"10.1016/j.qref.2024.101879","title":"Pandemic, inequality and public health: A quantitative analysis","year":2024,"lang":"en","type":"article","venue":"The Quarterly Review of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Inequality; Consumption (sociology); Public health; Economics; Productivity; Shock (circulatory); Pandemic; Health equity; Health care; Demographic economics; Public economics; Economic growth; Coronavirus disease 2019 (COVID-19); Sociology; Medicine","score_opus":0.1506883669934903,"score_gpt":0.4308955634034211,"score_spread":0.2802071964099308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400000724","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54358906,0.42914602,0.00013179932,0.026193852,0.00011518138,0.00040334556,0.000075668104,0.000015448648,0.000329654],"genre_scores_gemma":[0.38983604,0.60833985,0.000061908664,0.0015226047,0.000028138516,0.000054555756,0.000008487929,0.000005509447,0.00014291331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987548,0.0002048205,0.00060490024,0.00020490617,0.00002583757,0.0002047067],"domain_scores_gemma":[0.99901015,0.00046296717,0.00025470223,0.00019717088,0.000043739496,0.000031254025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019395656,0.000102527636,0.0005516916,0.000054444725,0.00027587268,0.000011559383,0.00008005254,0.000031303152,0.000018777719],"category_scores_gemma":[0.000025161387,0.00006555688,0.0000846145,0.00020524548,0.00011509388,0.000099408,0.000035413355,0.00015725805,0.000010360799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010481948,0.000024167195,0.042376716,0.01072463,0.000668385,4.333288e-7,0.016451439,4.8912375e-7,6.4161327e-7,0.6982685,0.0026593409,0.22881478],"study_design_scores_gemma":[0.0005239384,0.0010063079,0.14430925,0.009401256,0.00063825405,0.0000026793887,0.0068301675,0.003494619,1.19018125e-7,0.051035613,0.7822756,0.00048219622],"about_ca_topic_score_codex":0.000302501,"about_ca_topic_score_gemma":0.0006373435,"teacher_disagreement_score":0.77961624,"about_ca_system_score_codex":0.000026709056,"about_ca_system_score_gemma":0.00009007194,"threshold_uncertainty_score":0.2673332},"labels":[],"label_agreement":null},{"id":"W4400060865","doi":"10.1590/0102-311xen147423","title":"Quality of life of Venezuelan migrants in Brazil during the COVID-19 pandemic.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Quality (philosophy); Virology; Socioeconomics; Medicine; Sociology; Outbreak; Infectious disease (medical specialty)","score_opus":0.19436380022487815,"score_gpt":0.45507716951152266,"score_spread":0.2607133692866445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400060865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882645,0.0024612169,0.0000044967314,0.005508295,0.00046734564,0.000751157,0.00004921428,0.00005920752,0.0024345438],"genre_scores_gemma":[0.9969223,0.00025776812,0.0000016625507,0.0006811195,0.00012507186,0.0007364582,0.000002873338,0.000009902645,0.0012628167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983459,0.00045350724,0.00055876153,0.00014315569,0.00018403186,0.00031465397],"domain_scores_gemma":[0.99848056,0.0010788172,0.00012501824,0.00018283463,0.000046229743,0.00008655333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019474354,0.00007797386,0.0002573053,0.00008018106,0.0001570834,0.0000024584122,0.00013753504,0.000071914415,0.000045190085],"category_scores_gemma":[0.0018384666,0.000050727416,0.00006330843,0.00023999109,0.00008608809,0.000041963824,0.00011729576,0.00024779086,0.00000686707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007510968,0.00001989355,0.98832625,0.0013730811,0.000046732443,0.0000010246421,0.004286336,0.0000023486787,0.000034128487,0.00066155154,0.0035813644,0.0015921828],"study_design_scores_gemma":[0.0005035705,0.000003503318,0.98105747,0.000051529558,0.0000076269152,1.0431844e-7,0.0010033394,0.0000013200695,0.000012167884,0.0006953784,0.01661254,0.000051431667],"about_ca_topic_score_codex":0.0026847122,"about_ca_topic_score_gemma":0.0044282833,"teacher_disagreement_score":0.013031177,"about_ca_system_score_codex":0.00010236952,"about_ca_system_score_gemma":0.00012339362,"threshold_uncertainty_score":0.40584996},"labels":[],"label_agreement":null},{"id":"W4400076933","doi":"10.3138/jmvfh-2023-0039","title":"Financial hardship, positive financial behaviour, and behavioural health outcomes among U.S. soldiers","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finance; Business","score_opus":0.049904173396566824,"score_gpt":0.3820560614536094,"score_spread":0.33215188805704254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400076933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9132859,0.06670107,0.000062429324,0.016592076,0.002399791,0.00058292603,0.00023158413,0.000045891,0.00009833344],"genre_scores_gemma":[0.9718638,0.017004147,0.0003643577,0.009873253,0.0005214884,0.00001654159,0.000018873836,0.0000341599,0.00030335225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964423,0.00061522704,0.0013987245,0.0003438485,0.0003976903,0.0008022085],"domain_scores_gemma":[0.9985142,0.0003445609,0.00033789984,0.00014220912,0.00015780875,0.00050332356],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020156268,0.0003307142,0.0009763427,0.0003239394,0.0013120315,0.000015424366,0.00012819939,0.00017461207,0.000017942744],"category_scores_gemma":[0.00012065565,0.00025456495,0.00021141396,0.0001626505,0.00023004651,0.00038870334,0.00011325034,0.0013300884,0.0000049558025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021655847,0.00008314191,0.8997356,0.0005620763,0.00006223654,0.00013395376,0.020043375,4.2796623e-7,0.0000048828874,0.00038652998,0.06085445,0.017916728],"study_design_scores_gemma":[0.0013019955,0.0018669054,0.98919636,0.0014442389,0.000054134198,0.000033720327,0.0030043381,0.00001617212,2.604352e-7,0.00049117865,0.002385844,0.00020485108],"about_ca_topic_score_codex":0.0055114185,"about_ca_topic_score_gemma":0.001939968,"teacher_disagreement_score":0.08946072,"about_ca_system_score_codex":0.0003190492,"about_ca_system_score_gemma":0.0012878109,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W4400079830","doi":"10.1016/j.jpubeco.2024.105167","title":"Job displacement costs of phasing out coal","year":2024,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Svenska Handelsbankens Forskningsstiftelse; Office for National Statistics","keywords":"Economics; Coal; Displacement (psychology); Phaser; Labour economics; Microeconomics; Physics; Engineering; Psychology","score_opus":0.10877585771911226,"score_gpt":0.4198637693558155,"score_spread":0.31108791163670324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400079830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95240235,0.0017893482,0.000892009,0.01952721,0.0046993657,0.00016583446,0.000025724445,0.000018291154,0.02047987],"genre_scores_gemma":[0.9949295,0.0010450481,0.00013865571,0.00030521958,0.00089981005,0.000004298965,0.0000026560813,0.000018949868,0.0026558735],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985316,0.00011712642,0.00090972695,0.0000918749,0.00008914748,0.0002605156],"domain_scores_gemma":[0.9988198,0.0003521809,0.00045370683,0.00010152191,0.00016406256,0.00010870305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015082953,0.00009771014,0.0003178008,0.00019742208,0.00017116178,0.000032933145,0.00015323692,0.00007133334,0.00030024222],"category_scores_gemma":[0.00011303512,0.000077811186,0.00013476245,0.000049712446,0.00004644477,0.0003731743,0.00009545163,0.0003702835,0.000047813362],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001250525,0.00018163647,0.6468888,0.0005825771,0.0012856389,0.000025502246,0.009303097,0.00004915814,0.00020666396,0.13755648,0.17219454,0.03160084],"study_design_scores_gemma":[0.0021771672,0.00046717052,0.031306334,0.0010999324,0.00016085892,0.000020191628,0.008552135,0.00060127245,0.000091065136,0.0045206826,0.95071656,0.00028663644],"about_ca_topic_score_codex":0.000021108399,"about_ca_topic_score_gemma":0.00020365101,"teacher_disagreement_score":0.778522,"about_ca_system_score_codex":0.0004279776,"about_ca_system_score_gemma":0.0004147391,"threshold_uncertainty_score":0.32874417},"labels":[],"label_agreement":null},{"id":"W4400105774","doi":"10.1016/j.socscimed.2024.117067","title":"Housing, health equity, and global capitalist power: Migrant farmworkers in Canada","year":2024,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Health equity; Social determinants of health; Equity (law); Precarity; Politics; Capitalism; Mental health; Sociology; Economic growth; Health care; Political science; Economics; Medicine; Gender studies","score_opus":0.05152618342751351,"score_gpt":0.4506729273826872,"score_spread":0.3991467439551737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400105774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8072597,0.0053116092,0.000006011624,0.1574403,0.0024268278,0.00034368932,0.000024386585,0.00005642421,0.027131101],"genre_scores_gemma":[0.99363005,0.00015557857,0.0000017045011,0.0057129464,0.0003269988,0.000012583852,0.0000023054529,0.0000059313015,0.00015189733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779797,0.000097215474,0.0003360387,0.0003045077,0.00072053197,0.00074375013],"domain_scores_gemma":[0.99949795,0.000107623484,0.000065936714,0.00007454483,0.000054686723,0.00019926426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016731162,0.00011641741,0.00027168353,0.00006431249,0.0013639312,0.000014105577,0.00019591239,0.000036766036,0.000090013586],"category_scores_gemma":[0.00016112677,0.000084606436,0.000015042044,0.00097415847,0.00081167795,0.00009842451,0.00029402817,0.0002628663,0.0000033950607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010366346,0.000008775016,0.79980004,0.0001742821,0.000009682434,0.00003929608,0.062115118,1.5873655e-7,0.00001983247,0.017608812,0.095908165,0.024305495],"study_design_scores_gemma":[0.0006365067,0.00011791076,0.868709,0.00096556125,0.0000131661545,0.0000016368034,0.04948202,0.000025530662,3.7094645e-7,0.0052147475,0.07464267,0.00019082299],"about_ca_topic_score_codex":0.97252333,"about_ca_topic_score_gemma":0.983888,"teacher_disagreement_score":0.1863704,"about_ca_system_score_codex":0.0027847765,"about_ca_system_score_gemma":0.0054753204,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W4400128802","doi":"10.1111/1475-5890.12374","title":"Canadian inequality over the last 40 years: common and contrary variations on universal themes","year":2024,"lang":"en","type":"article","venue":"Fiscal Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"Economic and Social Research Council","keywords":"Economics; Inequality; Earnings; Gini coefficient; Offset (computer science); Globalization; Labour economics; Wage; Economic inequality; Demographic economics; Market economy; Accounting","score_opus":0.07085080392433327,"score_gpt":0.39744883584394797,"score_spread":0.3265980319196147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400128802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85485053,0.01016845,0.0000094170155,0.094879895,0.0016624792,0.0007465425,0.0003901064,0.00020256548,0.037090026],"genre_scores_gemma":[0.9946411,0.0005812617,0.0000034188683,0.0020841504,0.00030526854,0.000048692906,0.000010295387,0.000010912374,0.0023148688],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99907464,0.00021131925,0.00016737757,0.0001595742,0.00011511921,0.0002719652],"domain_scores_gemma":[0.99855375,0.0012171316,0.000027144255,0.00011754013,0.00003106607,0.000053379295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024977853,0.000109569555,0.00018081872,0.000053748983,0.0011154445,0.000017760944,0.000073632786,0.00005633228,0.00009285319],"category_scores_gemma":[0.0000987136,0.000065610555,0.00003488794,0.00012820469,0.00011287092,0.00006170446,0.00013705099,0.0002990999,0.00007712498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027800903,0.000021113985,0.39307997,0.00012135868,0.00060611346,0.000026762456,0.041395042,7.47863e-7,0.0000019412098,0.15216151,0.4093549,0.0032027343],"study_design_scores_gemma":[0.00018258112,0.0000428388,0.7414205,0.00014907992,0.000043081247,1.822378e-7,0.0078026624,0.000017522374,3.4439418e-7,0.00557012,0.24469045,0.00008066078],"about_ca_topic_score_codex":0.030621955,"about_ca_topic_score_gemma":0.30089992,"teacher_disagreement_score":0.3483405,"about_ca_system_score_codex":0.00016176401,"about_ca_system_score_gemma":0.000069529735,"threshold_uncertainty_score":0.97583324},"labels":[],"label_agreement":null},{"id":"W4400178490","doi":"10.22541/au.171987451.19866941/v1","title":"Mental health well-being and barriers to help-seeking amidst recovery from pandemic restrictions among South Asians in Hong Kong: a cross-sectional study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Access Alliance Multicultural Health and Community Services","funders":"","keywords":"Pandemic; Cross-sectional study; Mental health; Coronavirus disease 2019 (COVID-19); Psychology; Environmental health; Political science; Gerontology; Geography; Medicine; Psychiatry; Disease","score_opus":0.04745086820277745,"score_gpt":0.39788874579469186,"score_spread":0.3504378775919144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400178490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97734565,0.0004932299,0.00018973248,0.0028526157,0.0053100297,0.0042624283,0.0004385185,0.0006129206,0.008494873],"genre_scores_gemma":[0.9900343,0.00038508192,0.0001181657,0.0008438996,0.0008501179,0.0008316576,0.00018155416,0.00010535764,0.006649896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99444807,0.00076750014,0.0016456118,0.0015503092,0.0005970355,0.000991499],"domain_scores_gemma":[0.9979855,0.00046248955,0.00038617422,0.00048217998,0.00010201589,0.0005816351],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016491865,0.00060410367,0.0008919534,0.00083783286,0.002604343,0.00020590672,0.000292781,0.00053895003,0.00044921102],"category_scores_gemma":[0.00026214457,0.00057584816,0.00018138948,0.00051065045,0.0001198117,0.000147732,0.003040037,0.0033274028,0.00012200442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095717245,0.000063322324,0.93445003,0.00022069985,0.00030929805,0.000014231959,0.061348893,0.00010599765,0.000006228479,0.00012428255,0.003110182,0.00015112739],"study_design_scores_gemma":[0.00087302754,0.00016749046,0.9116118,0.0011977686,0.000046109377,7.893824e-7,0.08271033,0.00013215373,5.046598e-7,0.0024277256,0.00037910495,0.00045318028],"about_ca_topic_score_codex":0.055285696,"about_ca_topic_score_gemma":0.08227522,"teacher_disagreement_score":0.026989523,"about_ca_system_score_codex":0.0019155034,"about_ca_system_score_gemma":0.000991392,"threshold_uncertainty_score":0.9996693},"labels":[],"label_agreement":null},{"id":"W4400219285","doi":"10.1111/1467-9566.13807","title":"A third indeterminacy of labour power: Worker health investment and the indeterminacy of labour health","year":2024,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Indeterminacy (philosophy); Extant taxon; Investment (military); Economics; Power (physics); Labour economics; Law; Political science","score_opus":0.03620668277634279,"score_gpt":0.4109479982696266,"score_spread":0.37474131549328377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400219285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80200183,0.062104426,0.000043735887,0.13160802,0.0014348598,0.0020830545,0.00024476994,0.00008108123,0.00039822658],"genre_scores_gemma":[0.97154737,0.007976482,0.00013957187,0.018729541,0.00014050455,0.00024218006,0.000018955476,0.00004811298,0.0011572893],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9908992,0.0044737305,0.0025294833,0.00054341316,0.00039191742,0.0011622707],"domain_scores_gemma":[0.99500966,0.0020639235,0.0018841891,0.00055631663,0.00024750805,0.0002384231],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00789869,0.000374796,0.0020753504,0.00027307097,0.0014802379,0.000004636876,0.00036348484,0.00035831303,0.00010544987],"category_scores_gemma":[0.00027607565,0.00025220946,0.00020092799,0.0003950757,0.0025839177,0.00010913822,0.00042097378,0.0011836442,0.000010936572],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005502942,0.0002660506,0.15052705,0.019983515,0.00045909465,0.0000055400506,0.43989864,0.0000015023788,0.000010791206,0.33596945,0.018904602,0.033423483],"study_design_scores_gemma":[0.0073081627,0.0032653357,0.65299696,0.005773396,0.00005858648,0.00001596981,0.13892865,0.000023545066,0.000025822177,0.081816636,0.10918115,0.0006057769],"about_ca_topic_score_codex":0.009559597,"about_ca_topic_score_gemma":0.0006101738,"teacher_disagreement_score":0.5024699,"about_ca_system_score_codex":0.00031862885,"about_ca_system_score_gemma":0.0033482763,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W4400353437","doi":"10.1093/occmed/kqae023.1418","title":"P-595 TRANSITION BETWEEN SOCIAL PROTECTION SYSTEMS FOR WORKERS WITH LONG TERM HEALTH PROBLEMS: A CONTROLLED RETROSPECTIVE COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Health Canada","funders":"","keywords":"Retrospective cohort study; Term (time); Medicine; Cohort; Cohort study; Environmental health; Surgery; Internal medicine","score_opus":0.08301520426374154,"score_gpt":0.4317382198166223,"score_spread":0.34872301555288077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400353437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8876895,0.0015354219,0.041792225,0.0279262,0.001617855,0.03798034,0.00019783487,0.00043451993,0.0008261264],"genre_scores_gemma":[0.9856494,0.000024879504,0.000015800462,0.00014377329,0.0029456385,0.010020874,0.00043521586,0.00003530754,0.0007291241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974502,0.00041471497,0.00072051253,0.00041397611,0.00064033794,0.0003602629],"domain_scores_gemma":[0.99881005,0.00033809195,0.0002722641,0.00009843005,0.00040190172,0.00007925662],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020162952,0.00021682816,0.00078556535,0.00019576895,0.0013007072,0.0000147364535,0.000058330264,0.00009891335,0.00006565049],"category_scores_gemma":[0.00009567744,0.0001400451,0.00006268514,0.00035188036,0.000091335336,0.00012382788,0.000012254812,0.00037357392,0.000007874799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012938513,0.000081681595,0.9775993,0.0010347258,0.0007932445,0.0000022375361,0.012275235,0.000008685968,0.000003585967,0.00045588578,0.0057943645,0.0006572006],"study_design_scores_gemma":[0.007874067,0.002104291,0.9839339,0.002042494,0.00032018282,8.4894356e-7,0.0029440918,0.00014999705,1.5123614e-7,0.00015235649,0.00034341597,0.0001341687],"about_ca_topic_score_codex":0.0016961176,"about_ca_topic_score_gemma":0.00055851944,"teacher_disagreement_score":0.09795991,"about_ca_system_score_codex":0.0006733866,"about_ca_system_score_gemma":0.00036440106,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W4400354217","doi":"10.1093/occmed/kqae023.0323","title":"SS55-03 WORK-FAMILY CONFLICT: CASE OF FEMALE DOCTORS AT THE UNIVERSITY HOSPITAL CENTER (CHU) IBN ROCHD IN CASABLANCA, MOROCCO","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"University hospital; Center (category theory); Family medicine; Medicine; Work (physics); Engineering","score_opus":0.06284186267179226,"score_gpt":0.392311825123805,"score_spread":0.32946996245201277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400354217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746223,0.001767806,0.000024135134,0.00798775,0.0012054394,0.0005052303,0.00014181188,0.00004337469,0.013702129],"genre_scores_gemma":[0.9885175,0.00021329768,0.000013441618,0.00054070266,0.00039967435,0.000015733362,0.00011752145,0.000013443992,0.010168661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986677,0.00016757168,0.00037504884,0.00023906995,0.00027515227,0.00027542937],"domain_scores_gemma":[0.9986286,0.0008767533,0.000102096325,0.00018488188,0.00013593571,0.000071710565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041750938,0.00014909502,0.00026201853,0.00014145559,0.00039540543,0.0000022359332,0.00011434043,0.00008965716,0.0014398884],"category_scores_gemma":[0.00013175442,0.00009603564,0.00005352419,0.0004146301,0.00024375353,0.00008051765,0.000154132,0.00032370002,0.00016022641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017185329,0.000043607044,0.8699478,0.00013965167,0.00006533771,0.0004575609,0.010820278,0.0000043135515,0.000022540002,0.0018973161,0.1160246,0.00040518132],"study_design_scores_gemma":[0.0014260702,0.00012373507,0.85083216,0.0008652548,0.000052790634,0.00001357789,0.007384196,0.000030991527,0.000005514322,0.000065710876,0.13907744,0.00012254911],"about_ca_topic_score_codex":0.0026374208,"about_ca_topic_score_gemma":0.0018684054,"teacher_disagreement_score":0.023052841,"about_ca_system_score_codex":0.00024613325,"about_ca_system_score_gemma":0.00011765784,"threshold_uncertainty_score":0.9994729},"labels":[],"label_agreement":null},{"id":"W4400365593","doi":"10.1007/978-3-031-65445-9_6","title":"Industry Member and Academic Engineering Experiences","year":2024,"lang":"en","type":"book-chapter","venue":"Diversity and inclusion research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Queen's University","funders":"","keywords":"Engineering ethics; Engineering; Engineering management","score_opus":0.2672237128338079,"score_gpt":0.4720436379487985,"score_spread":0.2048199251149906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400365593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36809364,0.011537802,9.92861e-7,0.006513004,0.00066435634,0.0006692549,0.000043520202,0.00011474542,0.6123627],"genre_scores_gemma":[0.1930118,0.009704094,0.0000057718307,0.0002643512,0.0004455717,0.000023367711,0.0000099506615,0.000024408064,0.7965107],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982537,0.000054899698,0.0001907698,0.00038038715,0.0007305427,0.0003897028],"domain_scores_gemma":[0.9990872,0.00043553393,0.00004018434,0.00012300894,0.00014429208,0.00016977437],"candidate_categories":["sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011920568,0.00017826378,0.00024984372,0.00032309833,0.013482323,0.000010242908,0.00022823513,0.001538159,0.0011893417],"category_scores_gemma":[0.00007841424,0.00014947123,0.00003379916,0.00006262243,0.00029281087,0.0001007762,0.082728766,0.006640041,0.00009248902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012085407,0.000014612466,0.028548399,0.0023047081,0.00024499628,0.00019338794,0.5628176,4.8063373e-7,0.00005126426,0.26916268,0.13218817,0.0043528723],"study_design_scores_gemma":[0.00026458854,0.00008685715,0.001217193,0.0017964953,0.000037771737,0.0000015668194,0.016878627,0.000036307672,0.0000062806484,0.02200679,0.95737404,0.00029345826],"about_ca_topic_score_codex":0.00023856263,"about_ca_topic_score_gemma":0.000023991097,"teacher_disagreement_score":0.8251859,"about_ca_system_score_codex":0.000108296306,"about_ca_system_score_gemma":0.00005491388,"threshold_uncertainty_score":0.99975806},"labels":[],"label_agreement":null},{"id":"W4400423425","doi":"10.1007/978-3-030-97417-6_41-1","title":"Precariat","year":2024,"lang":"de","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sociology","score_opus":0.08052783487237611,"score_gpt":0.3893270936936365,"score_spread":0.30879925882126036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400423425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017997167,0.017642554,0.000017155693,0.027806709,0.014683769,0.0013138877,0.00018456591,0.0005092114,0.93782413],"genre_scores_gemma":[0.0017466471,0.010373903,0.00005657942,0.0018406642,0.004853726,0.000072924166,0.00013435732,0.0002015194,0.9807197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970005,0.000058989946,0.0009553953,0.00080198725,0.0004445615,0.00073855725],"domain_scores_gemma":[0.9983036,0.0004658465,0.0002128293,0.00061337784,0.00019455142,0.000209808],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039288387,0.00070977927,0.0008352862,0.00023604822,0.00090380054,0.00003717155,0.00027241648,0.0011267605,0.06577972],"category_scores_gemma":[0.000036140573,0.00054120645,0.00041800254,0.000047516125,0.00015605791,0.000059065835,0.0009368577,0.0019846666,0.18577898],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018681636,0.000010718119,0.00038218,0.00083969376,0.0007737802,0.000033287823,0.0017202519,6.4416234e-8,0.0000011341032,0.7196253,0.274956,0.0016389122],"study_design_scores_gemma":[0.00022533858,0.000101740254,0.00014276468,0.0021045154,0.0007088734,6.20401e-7,0.00034439296,0.0000052112846,0.000001287452,0.12076167,0.8750997,0.0005038908],"about_ca_topic_score_codex":0.00030026998,"about_ca_topic_score_gemma":0.00048256668,"teacher_disagreement_score":0.6001437,"about_ca_system_score_codex":0.00018346398,"about_ca_system_score_gemma":0.00017150304,"threshold_uncertainty_score":0.99970394},"labels":[],"label_agreement":null},{"id":"W4400439790","doi":"10.5465/amproc.2024.12533abstract","title":"Gig Work and Retirement: A Precarious Transition?","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Transition (genetics); Precarious work; Sociology; Labour economics; Economics; Engineering; Chemistry; Mechanical engineering","score_opus":0.046879411540589194,"score_gpt":0.3751426322331053,"score_spread":0.3282632206925161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400439790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7263873,0.007333383,0.00008865751,0.10585715,0.00041611755,0.0025807996,0.000011337849,0.00070926396,0.15661597],"genre_scores_gemma":[0.9848211,0.0017794358,0.00022559446,0.0012697654,0.00017228242,0.00024733134,0.000002406719,0.000027492119,0.011454599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861366,0.000016130603,0.00040334617,0.0003455188,0.00027575775,0.00034560263],"domain_scores_gemma":[0.999734,0.0000614403,0.00007885429,0.000036042038,0.000031100568,0.000058591195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005212884,0.00016087534,0.00021150254,0.00018495618,0.00032013367,0.000020660487,0.00013255521,0.00012525283,0.00012851077],"category_scores_gemma":[0.000009668124,0.00013926711,0.000050254275,0.00038124094,0.0000854297,0.0002539537,0.00018675157,0.00038428494,0.000041710533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016765755,0.00006971717,0.043564,0.012728515,0.00085921097,0.000006824322,0.040845618,5.6328673e-7,0.00014360798,0.4706509,0.37414256,0.05682082],"study_design_scores_gemma":[0.00092266273,0.000114392824,0.1309051,0.0033165477,0.00043900867,5.8430504e-7,0.0045404583,0.00003443935,0.00009555033,0.019256268,0.8400115,0.0003634979],"about_ca_topic_score_codex":0.000008025458,"about_ca_topic_score_gemma":4.683622e-7,"teacher_disagreement_score":0.46586892,"about_ca_system_score_codex":0.00004430167,"about_ca_system_score_gemma":0.000005893617,"threshold_uncertainty_score":0.56791484},"labels":[],"label_agreement":null},{"id":"W4400439896","doi":"10.5465/amproc.2024.20636symposium","title":"Mental Health and Well-being in the Workplace","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Psychology; Sociology; Applied psychology; Psychiatry","score_opus":0.03327223472134618,"score_gpt":0.3856012566958655,"score_spread":0.3523290219745193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400439896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40152085,0.0054468527,0.0000074400286,0.31596297,0.00023780891,0.0020560217,0.000001737883,0.0001522029,0.27461413],"genre_scores_gemma":[0.9734418,0.007162498,0.0001264606,0.009104547,0.00014619892,0.00016275288,0.0000024263638,0.00001899323,0.009834341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871445,0.0000374166,0.00037877922,0.0002505383,0.00025569237,0.00036312404],"domain_scores_gemma":[0.9997291,0.00010396899,0.00008594935,0.0000311983,0.000007997528,0.000041776348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014126505,0.000123232,0.00017610408,0.00017450661,0.00038499205,0.000019432287,0.00019041379,0.00006366452,0.000035139255],"category_scores_gemma":[0.000010995541,0.000084926935,0.00002796473,0.00036747265,0.0000595378,0.00020457973,0.0002637107,0.00047082992,0.00003208493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003486011,0.000025419748,0.06868858,0.0036052356,0.000083302184,0.000001398103,0.06223428,8.031967e-8,0.000008424949,0.47033334,0.38066846,0.0143166175],"study_design_scores_gemma":[0.00051485375,0.00006935595,0.04849721,0.0022588444,0.00002627182,0.0000011706232,0.049355607,0.00004610752,0.000007256787,0.014977006,0.88410634,0.00013995256],"about_ca_topic_score_codex":0.000021704196,"about_ca_topic_score_gemma":0.0000024286544,"teacher_disagreement_score":0.57192093,"about_ca_system_score_codex":0.00005961099,"about_ca_system_score_gemma":0.00000943679,"threshold_uncertainty_score":0.34632197},"labels":[],"label_agreement":null},{"id":"W4400440157","doi":"10.5465/amproc.2024.13785symposium","title":"Workplace Loneliness: When it Happens, Who Experiences It, and How to Prevent It","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Quest University Canada","funders":"","keywords":"Loneliness; Information technology; Psychology; Social psychology; Political science","score_opus":0.059857383484975324,"score_gpt":0.38836841018459406,"score_spread":0.32851102669961874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400440157","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22701734,0.0028545733,0.00013341631,0.71174455,0.00042200155,0.0024096079,0.00000662878,0.0002504921,0.055161417],"genre_scores_gemma":[0.7688332,0.004292076,0.0009204183,0.01399019,0.0005654044,0.0013890998,0.0000029028454,0.00005371946,0.20995298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978139,0.000028682905,0.00048391428,0.00061190565,0.0004910567,0.0005705304],"domain_scores_gemma":[0.9994303,0.0001317358,0.0001555243,0.0000724889,0.00006901153,0.00014093687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019756,0.000278294,0.00037909523,0.0002591152,0.00045434895,0.0000747821,0.00037218098,0.0001636876,0.0002584042],"category_scores_gemma":[0.0000800698,0.0002301876,0.00006118529,0.00038095488,0.00010239877,0.00052847184,0.000906109,0.000417353,0.00009329253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047206868,0.000028150289,0.0028563885,0.0026101735,0.00016336648,0.000002202938,0.05724535,3.1283494e-7,0.000031872383,0.015542178,0.91621274,0.0052600517],"study_design_scores_gemma":[0.00024163687,0.00009171008,0.0021377476,0.0031911654,0.00010180341,5.906159e-7,0.11641985,0.00004164967,0.00011297188,0.0013751104,0.87603366,0.00025209715],"about_ca_topic_score_codex":0.000015206218,"about_ca_topic_score_gemma":0.000006208785,"teacher_disagreement_score":0.6977543,"about_ca_system_score_codex":0.000063359,"about_ca_system_score_gemma":0.000014172063,"threshold_uncertainty_score":0.9386778},"labels":[],"label_agreement":null},{"id":"W4400440264","doi":"10.5465/amproc.2024.17175symposium","title":"The Vantage Point: Perspectives of Mental Health Experiences at Work","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Military College of Canada; Dalhousie University; Memorial University of Newfoundland; Queen's University","funders":"","keywords":"Mental health; Work (physics); Sociology; Point (geometry); Psychology; Psychotherapist; Engineering; Mathematics; Geometry; Mechanical engineering","score_opus":0.036365372681425055,"score_gpt":0.39693958334477975,"score_spread":0.3605742106633547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400440264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74605,0.022937363,0.000008162898,0.12564921,0.00057651976,0.0018944637,0.000009928474,0.000215133,0.10265919],"genre_scores_gemma":[0.95396996,0.009864823,0.00009667485,0.0005407797,0.00013788696,0.00027548114,0.0000014163893,0.000021552307,0.03509143],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9982104,0.00003425643,0.00057251594,0.00031909684,0.00041895345,0.00044480435],"domain_scores_gemma":[0.99943876,0.00014746084,0.00026581684,0.00005661585,0.000036170677,0.00005516486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054935,0.00016124101,0.00025822016,0.0001222911,0.0009136526,0.000013821365,0.00033494993,0.00006576562,0.00017076194],"category_scores_gemma":[0.000023187316,0.00010506809,0.00009161678,0.00040938592,0.0002840124,0.00022521077,0.0005997229,0.00029341984,0.000035356996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010752652,0.000035489502,0.011211859,0.0014217581,0.00027303898,3.8302846e-7,0.28244868,5.9251718e-8,0.000050552288,0.1770259,0.5204599,0.0069648945],"study_design_scores_gemma":[0.00029848912,0.00009939865,0.013131278,0.0012061337,0.000032082342,3.442905e-7,0.5791647,0.0000054325587,0.00016444658,0.0018197526,0.40394735,0.00013063588],"about_ca_topic_score_codex":0.000015194389,"about_ca_topic_score_gemma":0.0000018815568,"teacher_disagreement_score":0.296716,"about_ca_system_score_codex":0.00016775895,"about_ca_system_score_gemma":0.000014700078,"threshold_uncertainty_score":0.70271695},"labels":[],"label_agreement":null},{"id":"W4400441413","doi":"10.5465/amproc.2024.14346symposium","title":"Navigating the Challenges of Vulnerable Workers: Theoretical and Empirical Advancements","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Business; Data science; Computer science","score_opus":0.06974655925812906,"score_gpt":0.4443709542547889,"score_spread":0.37462439499665984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400441413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72862554,0.017670615,0.00004078739,0.15399362,0.00021974226,0.0013012039,0.0000042000147,0.00015508554,0.09798922],"genre_scores_gemma":[0.99133766,0.0067035733,0.00027459086,0.000657005,0.00012692876,0.00014046478,4.6697355e-7,0.000018907756,0.0007403827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985821,0.000048749538,0.00045137387,0.00027830922,0.0003184773,0.00032094927],"domain_scores_gemma":[0.99936324,0.00037955007,0.00012987449,0.000048469723,0.000039247374,0.000039632352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013938522,0.00014126692,0.00023080943,0.000042041844,0.00036606166,0.000009742757,0.00020355155,0.00009820101,0.00007410276],"category_scores_gemma":[0.00006556145,0.00008941776,0.00004483586,0.00020690887,0.0003137124,0.00018736807,0.00045993517,0.0008439761,0.0000106995785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037353133,0.000026751139,0.029905763,0.0034622347,0.00023349629,6.555959e-7,0.009095721,3.193613e-7,0.00004012606,0.8852385,0.012196941,0.059762105],"study_design_scores_gemma":[0.0018769475,0.00041013595,0.12957358,0.019349068,0.0006937483,0.0000025686338,0.14987974,0.00048907776,0.00071497564,0.37349847,0.3228522,0.00065949187],"about_ca_topic_score_codex":0.000003849606,"about_ca_topic_score_gemma":2.6198282e-7,"teacher_disagreement_score":0.5117401,"about_ca_system_score_codex":0.00002263054,"about_ca_system_score_gemma":0.000006708304,"threshold_uncertainty_score":0.3666703},"labels":[],"label_agreement":null},{"id":"W4400442451","doi":"10.5465/amproc.2024.16975abstract","title":"Failing to Serve the Frontlines: Nurses’ Perceptions of HRM in the Midst of a Crisis","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Perception; Psychology; Business; Political science","score_opus":0.04990488575637109,"score_gpt":0.41789809942557726,"score_spread":0.3679932136692062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400442451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8841195,0.0006426302,0.000039710634,0.09167583,0.00017951231,0.001746677,0.000015232446,0.000052346906,0.02152853],"genre_scores_gemma":[0.99388534,0.0005149803,0.00024948645,0.0016731635,0.00013250383,0.00031839908,0.000001596628,0.000017812943,0.0032066985],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.998329,0.00004565757,0.00070249505,0.00023958787,0.00039428475,0.00028900657],"domain_scores_gemma":[0.99942344,0.00020887823,0.000167903,0.00009104607,0.00008353635,0.000025172249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013510338,0.00014314259,0.00027631535,0.00025427775,0.00021662285,0.000009606705,0.00053364725,0.000092117756,0.00008871241],"category_scores_gemma":[0.00005791883,0.00008334497,0.00010234276,0.00070657115,0.000075119315,0.00016435244,0.00030134217,0.0004180717,0.00002516818],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009096713,0.00015866214,0.15568955,0.0066756504,0.00039275712,0.0000010273285,0.20792922,0.000011068645,0.0004972893,0.22440308,0.399312,0.004838727],"study_design_scores_gemma":[0.00046605172,0.00011814123,0.32668644,0.0024431592,0.00032287586,3.6160128e-7,0.5259031,0.00006799523,0.00011343346,0.008334398,0.13536133,0.00018271596],"about_ca_topic_score_codex":0.00021044488,"about_ca_topic_score_gemma":0.000027134072,"teacher_disagreement_score":0.31797388,"about_ca_system_score_codex":0.000041383068,"about_ca_system_score_gemma":0.000009763904,"threshold_uncertainty_score":0.33987093},"labels":[],"label_agreement":null},{"id":"W4400444345","doi":"10.5465/amproc.2024.12761symposium","title":"A Conversation Worth Having: The Spillover Effects of Reproductive Health Hardships in the Workplace","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Conversation; Spillover effect; Psychology; Social psychology; Business; Economics; Communication; Microeconomics","score_opus":0.04499283092736761,"score_gpt":0.3857506745715273,"score_spread":0.3407578436441597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400444345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68070054,0.0054480038,0.00007058476,0.28430086,0.0006047672,0.0059972084,0.0000040297455,0.00013671143,0.02273732],"genre_scores_gemma":[0.99124134,0.0013452905,0.00005631761,0.0025559904,0.00019611305,0.00030696968,0.0000016282996,0.000017589746,0.0042787576],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981668,0.00012801813,0.00054499443,0.00036273283,0.00044828735,0.0003491728],"domain_scores_gemma":[0.99905396,0.00045698593,0.00031348362,0.00010706131,0.00004526327,0.000023268818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032388917,0.00015261072,0.00026269435,0.00017262413,0.0002569897,0.000013379041,0.0003526478,0.00008005422,0.000017670365],"category_scores_gemma":[0.00013951056,0.000088382825,0.00006652238,0.0007247814,0.00012857084,0.00023633956,0.00023613137,0.0006569373,0.000017901195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017068873,0.00012444699,0.13587968,0.015927894,0.00044700416,0.0000030690671,0.16959515,0.0000028725915,0.00007614332,0.31928533,0.33914384,0.019343864],"study_design_scores_gemma":[0.0009776206,0.00019405798,0.702089,0.004831555,0.00019822436,7.780968e-7,0.050593764,0.00004786385,0.00026138735,0.009931525,0.23065597,0.00021826367],"about_ca_topic_score_codex":0.00009947111,"about_ca_topic_score_gemma":0.0000055659193,"teacher_disagreement_score":0.5662093,"about_ca_system_score_codex":0.00010373349,"about_ca_system_score_gemma":0.00002426567,"threshold_uncertainty_score":0.3604147},"labels":[],"label_agreement":null},{"id":"W4400444669","doi":"10.5465/amproc.2024.13134abstract","title":"Biting off More Than You can Chew at Work: The Cultural Hard and Excessive Work (CHEW) Scale","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Scale (ratio); Psychology; Biting; Geography; Engineering; Ecology; Biology; Mechanical engineering; Cartography","score_opus":0.054328026093875784,"score_gpt":0.36832174647848986,"score_spread":0.3139937203846141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400444669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87540317,0.004706522,0.0000013378371,0.09197848,0.00021337777,0.0010548135,0.000007920899,0.00021484635,0.026419543],"genre_scores_gemma":[0.9263049,0.0027932615,0.000119727134,0.0019152361,0.00045649716,0.00031821456,0.0000062493405,0.000040711217,0.0680452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997929,0.000029972009,0.0004955691,0.00049850397,0.00041817888,0.00062881835],"domain_scores_gemma":[0.9994076,0.00012615633,0.00023372604,0.00007267949,0.000067427995,0.000092403454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074177404,0.00027976584,0.00031398697,0.000120129065,0.00093630614,0.000054759963,0.00034689414,0.00017252735,0.00007411486],"category_scores_gemma":[0.00003751063,0.00017856709,0.00009052374,0.0006154133,0.00025836166,0.0002731216,0.0011350827,0.00070168515,0.000043977365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110112516,0.000025184303,0.45899436,0.0032297263,0.0005677069,0.000004569809,0.045484297,6.586866e-7,0.00017428832,0.012034766,0.4455794,0.033794913],"study_design_scores_gemma":[0.00064075453,0.000036433234,0.5568901,0.0042820666,0.00040076344,0.0000015725323,0.057405617,0.000017315138,0.00024621873,0.0012574504,0.3783904,0.00043134126],"about_ca_topic_score_codex":0.000044918095,"about_ca_topic_score_gemma":0.0000063456755,"teacher_disagreement_score":0.09789568,"about_ca_system_score_codex":0.000116587275,"about_ca_system_score_gemma":0.000010640297,"threshold_uncertainty_score":0.72817546},"labels":[],"label_agreement":null},{"id":"W4400446184","doi":"10.5465/amproc.2024.13109symposium","title":"Navigating Job Insecurity: Insights and Strategies for the Future of Work","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job insecurity; Work (physics); Precarious work; Sociology; Psychology; Engineering ethics; Engineering","score_opus":0.04369080348802967,"score_gpt":0.3914354890177523,"score_spread":0.34774468552972265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400446184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91542363,0.028939439,0.0000716265,0.04123251,0.0004000574,0.0019762835,0.00000725903,0.00013965499,0.011809519],"genre_scores_gemma":[0.9930665,0.0045619346,0.00030280976,0.0005328464,0.00043947,0.00027711474,0.0000010655293,0.000019228435,0.00079904986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989522,0.000011486287,0.00039057352,0.00021396179,0.00020008658,0.00023167532],"domain_scores_gemma":[0.99951625,0.00021200275,0.00015340965,0.00003669942,0.000056456025,0.000025190278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049955887,0.00013285644,0.00020576996,0.000049371298,0.00042443912,0.000023336088,0.00018419111,0.00011465148,0.0000116442125],"category_scores_gemma":[0.000012250842,0.00008443855,0.000052207353,0.0003057488,0.00011338266,0.00028873494,0.00026587766,0.00047577746,0.0000021946469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041219733,0.0000111750305,0.008492635,0.0073512667,0.00032209477,2.9351372e-7,0.025527287,3.539111e-7,0.00007022825,0.8601333,0.04459572,0.053454425],"study_design_scores_gemma":[0.0007223755,0.00011327128,0.08024774,0.0048247366,0.00039719872,3.2548945e-7,0.13546391,0.00008302486,0.000121470155,0.12706904,0.6507027,0.00025420322],"about_ca_topic_score_codex":0.000009502522,"about_ca_topic_score_gemma":0.000002298532,"teacher_disagreement_score":0.73306423,"about_ca_system_score_codex":0.000015334246,"about_ca_system_score_gemma":0.000010210414,"threshold_uncertainty_score":0.34433043},"labels":[],"label_agreement":null},{"id":"W4400451808","doi":"10.1002/casp.2840","title":"Health citizenship reveals ‘extra’ work managing biopolitical risk for immigrants in <scp>Canada</scp> during <scp>COVID</scp> ‐19: <scp>A</scp> qualitative study","year":2024,"lang":"en","type":"article","venue":"Journal of Community & Applied Social Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Toronto Metropolitan University","keywords":"Citizenship; Public health; Qualitative research; Immigration; Sociology; Political science; Public relations; Social psychology; Psychology; Medicine; Politics; Social science; Nursing","score_opus":0.11233484938174625,"score_gpt":0.48017262889997353,"score_spread":0.36783777951822727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400451808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769656,0.0020661321,0.00042956448,0.007668877,0.0019407009,0.0022253017,0.00021559051,0.00014540776,0.0083428],"genre_scores_gemma":[0.9897813,0.00054727367,0.00020799806,0.006441828,0.0014646051,0.00030391756,0.000032204844,0.00013985402,0.0010810244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9831209,0.010377463,0.0029326198,0.0004947844,0.0008675055,0.0022067209],"domain_scores_gemma":[0.966142,0.030542802,0.0016311813,0.0006061167,0.00039789526,0.00068000983],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013462311,0.00067576976,0.0020775301,0.0008454837,0.0051301876,0.00007925688,0.0011267498,0.0005709299,0.000012856742],"category_scores_gemma":[0.0043646283,0.0006534115,0.00042226596,0.001266454,0.0004909259,0.00014831833,0.00045144808,0.007018754,0.000030655272],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011572698,0.0008512119,0.06136184,0.001147831,0.0012856331,0.000098710254,0.6760129,0.0000069402495,0.00007845402,0.012178721,0.24585107,0.0010109989],"study_design_scores_gemma":[0.0037157154,0.0003971713,0.29614845,0.00036014768,0.00016446122,0.000011481474,0.6092456,9.692748e-7,0.0000020467025,0.082476504,0.0074022207,0.000075200616],"about_ca_topic_score_codex":0.028205644,"about_ca_topic_score_gemma":0.08446376,"teacher_disagreement_score":0.23844886,"about_ca_system_score_codex":0.0014327255,"about_ca_system_score_gemma":0.0012842696,"threshold_uncertainty_score":0.9995917},"labels":[],"label_agreement":null},{"id":"W4400474530","doi":"10.1108/mhsi-05-2024-0082","title":"Evaluating the impact of employability skill training on the self-efficacy of disadvantaged adults","year":2024,"lang":"en","type":"article","venue":"Mental Health and Social Inclusion","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Employability; Disadvantaged; Disengagement theory; Psychology; Longitudinal study; Unemployment; Self-efficacy; Mental health; Vocational education; Clinical psychology; Medical education; Gerontology; Medicine; Social psychology; Psychiatry; Pedagogy; Political science","score_opus":0.11709978948970545,"score_gpt":0.5254128996515273,"score_spread":0.4083131101618218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400474530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97466576,0.0006123262,0.0000013748709,0.022482174,0.0003049667,0.0013069381,0.00007464576,0.0000499794,0.00050182705],"genre_scores_gemma":[0.9987324,0.00024418684,0.000015838332,0.0006752922,0.00019474457,0.00003922149,0.000024832167,0.000014093893,0.00005937499],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976755,0.000902784,0.0005385198,0.00019047402,0.000357477,0.00033529437],"domain_scores_gemma":[0.998141,0.0014107766,0.00020974272,0.00012056249,0.000052745818,0.00006517278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026195063,0.00013514867,0.00029651084,0.0000349809,0.0052665942,0.000004835838,0.000114133865,0.000088883746,0.000057055167],"category_scores_gemma":[0.00013966927,0.00006482962,0.00013459253,0.0001621522,0.00014458386,0.000045629586,0.0005599004,0.0004995724,0.0000029883636],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005450674,0.0002663661,0.024888739,0.0008122853,0.00007292054,2.3454908e-7,0.91254276,0.000001250979,0.0001466632,0.0037729347,0.0016861075,0.055264667],"study_design_scores_gemma":[0.0044733165,0.007190457,0.7710331,0.004358544,0.00008190242,0.0000012379452,0.19797565,0.0018369603,0.000062939136,0.010422459,0.0021366042,0.0004268419],"about_ca_topic_score_codex":0.00199667,"about_ca_topic_score_gemma":0.00022913131,"teacher_disagreement_score":0.74614435,"about_ca_system_score_codex":0.0003048646,"about_ca_system_score_gemma":0.00040429542,"threshold_uncertainty_score":0.9960284},"labels":[],"label_agreement":null},{"id":"W4400590416","doi":"10.1515/9780773567986-012","title":"The Labouring and Lower Middle Classes in Toronto","year":2000,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Art; Sociology; History","score_opus":0.03333045833275442,"score_gpt":0.28435577455808136,"score_spread":0.2510253162253269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400590416","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002553308,0.00007032914,5.773456e-7,0.00049317,0.00035835017,0.0007579501,0.00016723362,0.00012350258,0.9977735],"genre_scores_gemma":[0.004404934,0.005340004,0.0000132271,0.0002004826,0.00014386106,0.000006546725,0.000009729092,0.000054425716,0.9898268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982436,0.00016154724,0.00033015813,0.00046032152,0.00025053447,0.00055387703],"domain_scores_gemma":[0.9986936,0.0004362491,0.00021531084,0.00042605854,0.000105644336,0.00012313692],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00019251418,0.00038702105,0.00045353774,0.00007854733,0.0021237799,0.000016226888,0.00032288625,0.0004636847,0.00019812885],"category_scores_gemma":[0.000012741168,0.00033021244,0.00010774091,0.000007906306,0.00021055719,0.00012723579,0.00063867314,0.0007815557,0.00001903494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002754507,0.00001279582,0.00024796295,0.00016231622,0.00016196624,0.000114559414,0.0007837637,6.085904e-7,7.359622e-7,0.99100673,0.0050957077,0.0021374002],"study_design_scores_gemma":[0.0007374265,0.000053185453,0.0004901352,0.00066618243,0.0000833167,3.0638992e-7,0.00088603067,7.6963244e-7,0.0000027733636,0.0012972446,0.9954402,0.00034244126],"about_ca_topic_score_codex":0.012003761,"about_ca_topic_score_gemma":0.0007905039,"teacher_disagreement_score":0.99034446,"about_ca_system_score_codex":0.00066237355,"about_ca_system_score_gemma":0.00005664256,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W4400615438","doi":"10.22374/cjmrp.v20i2.43","title":"Leave of Absence and Return to Work Among Canadian Midwives Who Experience Mental Health Issues: Pilot Study Findings","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Work (physics); Psychology; Nursing; Medicine; Psychiatry; Engineering","score_opus":0.24314002916715327,"score_gpt":0.5249124258404336,"score_spread":0.28177239667328036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400615438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970208,0.016030768,0.0000021261353,0.08296117,0.0006399445,0.0008628772,0.00005034448,0.0000058684604,0.0024261053],"genre_scores_gemma":[0.99143785,0.0024689834,0.00008548238,0.0008163209,0.0002550019,0.00002444024,0.0000017141299,0.000021849546,0.004888334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962945,0.0013180857,0.00060989556,0.00028873773,0.00052673,0.0009620276],"domain_scores_gemma":[0.99465966,0.0020976786,0.00014350886,0.00017903127,0.0006047696,0.002315347],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005882154,0.00015998888,0.00036536754,0.0009523306,0.0018665495,0.00013521445,0.00026022267,0.000061598075,0.00020694672],"category_scores_gemma":[0.0030550396,0.00013693195,0.00002531377,0.0007755244,0.00041640288,0.0007210344,0.00008576613,0.0012987368,0.000014551311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054767024,0.000056041918,0.5691024,0.00025839315,0.00017391022,0.00052908855,0.2622296,4.102364e-7,0.00005237299,0.00043958484,0.16454025,0.002070304],"study_design_scores_gemma":[0.000497763,0.006048451,0.35903415,0.0027374874,0.000020524532,0.0000772823,0.29950774,0.0000030973292,0.000011935872,0.00018990423,0.3316574,0.00021425626],"about_ca_topic_score_codex":0.5839632,"about_ca_topic_score_gemma":0.86508805,"teacher_disagreement_score":0.28112483,"about_ca_system_score_codex":0.00047793996,"about_ca_system_score_gemma":0.003999908,"threshold_uncertainty_score":0.99943286},"labels":[],"label_agreement":null},{"id":"W4400625807","doi":"10.1787/reg_glance-2016-graph20-en","title":"Regional range in reported car thefts per 10 000 inhabitants, 2013 ","year":2016,"lang":"en","type":"other","venue":"OECD regions at a glance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Geography; Economic geography; Materials science; Composite material","score_opus":0.05851926653622771,"score_gpt":0.37816914441855326,"score_spread":0.3196498778823256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400625807","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021003974,0.010687287,0.000017036802,0.02330744,0.0014355989,0.0018689214,0.00026956236,0.0004983086,0.95981544],"genre_scores_gemma":[0.0014215441,0.009420616,0.00006732312,0.0008793404,0.0015232229,0.00073639915,0.00012983469,0.00045505143,0.98536664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675494,0.00039881837,0.0007323282,0.00077266694,0.00042396187,0.0009172963],"domain_scores_gemma":[0.9976366,0.0002918466,0.0007855371,0.0010338926,0.00010104013,0.00015104524],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000355327,0.00052113796,0.00086206384,0.0003705986,0.00051613525,0.000005800092,0.00036432568,0.00076951506,0.02323851],"category_scores_gemma":[0.00006450887,0.00036902097,0.00018174581,0.00014152331,0.0002424132,0.000059751863,0.00030026885,0.0006363684,0.010113131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007510743,0.000042620373,0.08493996,0.00015504142,0.000115851675,0.00007985796,0.0005947483,3.030724e-8,0.000017039994,0.0007629462,0.91303515,0.000181648],"study_design_scores_gemma":[0.0014080469,0.000026316638,0.018434815,0.0017694331,0.000040733437,0.000011299208,0.00017969166,6.4138504e-7,4.5842737e-7,0.00030671168,0.97736394,0.00045788506],"about_ca_topic_score_codex":0.0014917026,"about_ca_topic_score_gemma":0.018870438,"teacher_disagreement_score":0.06650514,"about_ca_system_score_codex":0.00040930812,"about_ca_system_score_gemma":0.00019811497,"threshold_uncertainty_score":0.9998762},"labels":[],"label_agreement":null},{"id":"W4400625987","doi":"10.1787/reg_glance-2016-graph10-en","title":"Change in unemployment rate, by type of region 2014 and 2008 (TL3)","year":2016,"lang":"en","type":"other","venue":"OECD regions at a glance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Demographic economics; Unemployment rate; Economics; Economic growth","score_opus":0.07332179804193437,"score_gpt":0.3955079345196763,"score_spread":0.32218613647774197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400625987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008590554,0.06895956,0.00004059678,0.028620668,0.0027116314,0.0047089295,0.00042401362,0.00039966908,0.88554436],"genre_scores_gemma":[0.0025971266,0.05307539,0.000022548915,0.0005661652,0.0004421187,0.00035270012,0.00006176726,0.00021871079,0.9426635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983498,0.00025666456,0.00037055288,0.0004147366,0.00014409001,0.00046419687],"domain_scores_gemma":[0.99880797,0.00015930866,0.00045624535,0.00044746322,0.000047047357,0.000081982216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018191739,0.00029209928,0.0005805416,0.00020027002,0.00018075168,0.0000019310205,0.00015620944,0.00037285,0.0010699417],"category_scores_gemma":[0.000021610069,0.00021414403,0.000046608722,0.00009863515,0.00019367675,0.000036136455,0.00022575879,0.00024049339,0.0006475692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050263574,0.00003077376,0.1166824,0.00025509633,0.00003655962,0.0000073114115,0.0004364085,5.213905e-9,0.00005051111,0.00046280713,0.8815844,0.000403439],"study_design_scores_gemma":[0.00093327643,0.00006710729,0.0055143833,0.0016151716,0.00001977756,0.0000011115271,0.00006019315,6.229923e-7,0.0000058360406,0.00012448519,0.99142087,0.00023718388],"about_ca_topic_score_codex":0.001041423,"about_ca_topic_score_gemma":0.00434213,"teacher_disagreement_score":0.11116802,"about_ca_system_score_codex":0.00012921735,"about_ca_system_score_gemma":0.000049721537,"threshold_uncertainty_score":0.99984324},"labels":[],"label_agreement":null},{"id":"W4400639916","doi":"10.22374/cjmrp.v23i1.28","title":"Midwives’ Pathways from Health to Leaves of Absence and Return to Work","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Ottawa; University of Victoria; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Work (physics); Psychology; Nursing; Medicine; Engineering","score_opus":0.29339707864409215,"score_gpt":0.5172832132693783,"score_spread":0.22388613462528617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400639916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67469513,0.04159914,0.00007478973,0.27695125,0.0008657239,0.00056530826,0.00014413186,0.000009205901,0.0050952784],"genre_scores_gemma":[0.9896718,0.003457022,0.0010304393,0.003132586,0.0006166277,0.000012442367,0.0000022992588,0.000022197379,0.0020545772],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707776,0.0011679499,0.00050591887,0.00021391646,0.00039238125,0.0006420802],"domain_scores_gemma":[0.99126124,0.0061042886,0.0001301776,0.0001569968,0.00065451616,0.0016927482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051882197,0.00010981178,0.00031437608,0.00055909995,0.00079976936,0.00007359246,0.00017865059,0.00008099851,0.00015299283],"category_scores_gemma":[0.0054099434,0.0000896511,0.000030374016,0.00062462094,0.000156805,0.00034775207,0.00009222472,0.0011392743,0.00004159568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016590637,0.000045268796,0.09186783,0.00081618666,0.00037692903,0.00090401643,0.13678135,0.0000024147387,0.0010763325,0.0051590563,0.7115989,0.04971271],"study_design_scores_gemma":[0.0003085374,0.0015116958,0.09548626,0.0035029226,0.000021413678,0.00004450181,0.04148236,0.0000018523488,0.00004286952,0.0034202978,0.854018,0.0001593387],"about_ca_topic_score_codex":0.021976328,"about_ca_topic_score_gemma":0.036269087,"teacher_disagreement_score":0.31497663,"about_ca_system_score_codex":0.00017360302,"about_ca_system_score_gemma":0.0029151593,"threshold_uncertainty_score":0.9845364},"labels":[],"label_agreement":null},{"id":"W4400641595","doi":"10.2139/ssrn.4894649","title":"Automation, Career Values, and Political Preferences","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Politics; Automation; Political science; Business; Psychology; Engineering management; Management; Engineering; Economics; Law","score_opus":0.03701010081374583,"score_gpt":0.38168007718798136,"score_spread":0.3446699763742355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400641595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605517,0.04755064,0.0024821768,0.04475858,0.0020112407,0.00045611715,0.0000125260085,0.00045678898,0.041720215],"genre_scores_gemma":[0.9844168,0.0029967406,0.000019901385,0.00023129566,0.0008037072,0.000016625043,0.0000032691398,0.00001578126,0.011495908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972493,0.00018833294,0.00026760699,0.0001479524,0.00019812839,0.0019487025],"domain_scores_gemma":[0.99951214,0.0002007112,0.0000384481,0.000066359,0.00008703594,0.0000953376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213801,0.00010706708,0.00013685673,0.00009133533,0.0007268384,0.000034617417,0.00008687578,0.00008216457,0.000117607386],"category_scores_gemma":[0.000082558036,0.000075071126,0.00004140422,0.00009919088,0.000055335535,0.00015649918,0.00005613625,0.0017396256,0.0000999929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007213353,0.00000786969,0.0350163,0.000057999274,0.00014775305,0.0000023810978,0.0015858508,1.3894841e-7,0.00001072837,0.94953406,0.0047959224,0.008833774],"study_design_scores_gemma":[0.00022957723,0.00015669073,0.017191064,0.00017049097,0.00006156527,0.000051192645,0.0105205495,0.000059628554,0.00000286837,0.9561806,0.015259078,0.0001167422],"about_ca_topic_score_codex":0.000149304,"about_ca_topic_score_gemma":0.00054421,"teacher_disagreement_score":0.12386506,"about_ca_system_score_codex":0.0005208903,"about_ca_system_score_gemma":0.0017248625,"threshold_uncertainty_score":0.7557904},"labels":[],"label_agreement":null},{"id":"W4400712177","doi":"10.1787/1157b67c-en","title":"Tracking demand in online job postings by sector of activity in Alberta","year":2023,"lang":"en","type":"book-chapter","venue":"OECD eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plucking; Pandemic; Tracking (education); Distribution (mathematics); Business; Economic sector; Regional science; Coronavirus disease 2019 (COVID-19); Economics; Geography; Economy; Sociology","score_opus":0.0849031926380756,"score_gpt":0.37296734398579906,"score_spread":0.28806415134772345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400712177","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24195363,0.00013702792,0.0000013590361,0.0009703548,0.00044753804,0.0009765774,0.00023557931,0.000068591944,0.7552093],"genre_scores_gemma":[0.20879991,0.000081957776,0.0000096406675,0.00019445221,0.00017327552,0.000043029286,0.00005650375,0.00010432187,0.7905369],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981155,0.000101788406,0.0006988811,0.00038719038,0.0002389826,0.00045768818],"domain_scores_gemma":[0.99816686,0.0010515946,0.0004053517,0.0002561474,0.000060509552,0.000059563674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040452083,0.00033270902,0.00077356625,0.00027826906,0.0001574164,0.0000037879984,0.00017386234,0.000531779,0.00019577592],"category_scores_gemma":[0.000092750575,0.00031646463,0.000105392966,0.000020012172,0.00007908169,0.000036306497,0.00024657202,0.0011822456,0.000097624106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012685586,0.00039840056,0.71069896,0.00910853,0.0009303617,0.00029037497,0.05905446,0.000004869497,0.009421999,0.07571429,0.057954554,0.075154655],"study_design_scores_gemma":[0.0111539345,0.0009196404,0.4323139,0.03047352,0.00044524265,0.000003999561,0.0019671996,0.00006358046,0.0010073698,0.06412134,0.45327464,0.0042556347],"about_ca_topic_score_codex":0.008318193,"about_ca_topic_score_gemma":0.119130485,"teacher_disagreement_score":0.3953201,"about_ca_system_score_codex":0.00014650325,"about_ca_system_score_gemma":0.00013264007,"threshold_uncertainty_score":0.9999288},"labels":[],"label_agreement":null},{"id":"W4400746746","doi":"10.33423/jabe.v26i3.7101","title":"Resistance to Change or Transformation After Involuntary Unemployment and Underemployment: A Theoretical Model","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Underemployment; Unemployment; Resistance (ecology); Transformation (genetics); Economics; Labour economics; Macroeconomics","score_opus":0.052297565746627514,"score_gpt":0.32587191927223264,"score_spread":0.2735743535256051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400746746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701341,0.0011824364,0.0016302157,0.023890058,0.0003198196,0.0005025285,0.00003197411,0.000021279431,0.0022876204],"genre_scores_gemma":[0.9919787,0.004165299,0.0004868773,0.0026923898,0.00035097072,0.00010097671,0.00000256441,0.000023619283,0.00019859096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990455,0.000014167046,0.0005102116,0.00014462938,0.000069304784,0.00021621112],"domain_scores_gemma":[0.99956954,0.000090339236,0.000092401446,0.00007042388,0.00006636069,0.0001109411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559252,0.00014027164,0.00028238673,0.00013761023,0.00018675941,0.000041956962,0.000055449407,0.000079713136,0.00006104219],"category_scores_gemma":[0.000005217848,0.0000976433,0.00002865208,0.00009248373,0.00006704161,0.00025788185,0.00006412183,0.00019490912,0.000006927665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008888552,0.00013766804,0.0055699623,0.0037615413,0.00043989642,0.000038712005,0.068346314,0.00047073915,0.0000896136,0.868899,0.008200446,0.03515759],"study_design_scores_gemma":[0.008338274,0.0006869479,0.069312945,0.0060511027,0.0009837004,0.000057191508,0.01788403,0.019822158,0.00013124681,0.5257274,0.34897682,0.0020281766],"about_ca_topic_score_codex":0.0000077862305,"about_ca_topic_score_gemma":0.0003206094,"teacher_disagreement_score":0.34317157,"about_ca_system_score_codex":0.000103931,"about_ca_system_score_gemma":0.00008670869,"threshold_uncertainty_score":0.39817783},"labels":[],"label_agreement":null},{"id":"W4400915301","doi":"10.1177/00221856241254141","title":"Is job evaluation compatible with care work?","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Work (physics); Context (archaeology); Value (mathematics); Care work; Job market; Psychology; Labour economics; Economics; Computer science; Engineering","score_opus":0.23670386177401073,"score_gpt":0.4686951280560827,"score_spread":0.23199126628207198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400915301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87944305,0.0055860975,0.0005674198,0.052320983,0.004942851,0.001134543,0.0000326129,0.00007461467,0.05589782],"genre_scores_gemma":[0.9951966,0.00004438324,0.00014576856,0.00018238192,0.0016387749,0.000020424572,0.000011264291,0.000016672919,0.0027437303],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998358,0.00026999117,0.0005717626,0.00009283247,0.0005345547,0.00017284988],"domain_scores_gemma":[0.9982715,0.00050435663,0.00026877405,0.0000957139,0.0007858391,0.00007376279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084221794,0.000094898875,0.00019544827,0.00022767522,0.00055045675,0.00002503066,0.0000784918,0.00017394843,0.0010599049],"category_scores_gemma":[0.00028271377,0.00006328326,0.000084159285,0.00054418296,0.000031499592,0.0002496696,0.000024620256,0.0010508496,0.00010285976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001230491,0.000016797052,0.5058326,0.000022407006,0.0002537299,0.000008418126,0.015401772,0.00029786187,0.0000057010907,0.0009947254,0.4639266,0.013116329],"study_design_scores_gemma":[0.0069947783,0.0010384686,0.15342762,0.007761051,0.0017224995,0.000014898735,0.029950317,0.00037494543,0.000030837757,0.0026709689,0.7955935,0.00042009744],"about_ca_topic_score_codex":0.000033709155,"about_ca_topic_score_gemma":0.000048014525,"teacher_disagreement_score":0.35240498,"about_ca_system_score_codex":0.00033917787,"about_ca_system_score_gemma":0.00079695706,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W4400979221","doi":"10.1186/s13643-024-02613-1","title":"Employment and mental health in the working age population: a protocol for a systematic review of longitudinal studies","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Statens arbeidsmiljøinstitutt","keywords":"Medicine; Protocol (science); Mental health; Gerontology; Population; Longitudinal study; Psychiatry; Alternative medicine; Environmental health; Pathology","score_opus":0.42850814621699485,"score_gpt":0.5902226052287652,"score_spread":0.1617144590117704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400979221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.9662018e-9,0.5334279,0.0000036918325,0.00052495726,0.0001770287,0.46574557,0.000019376937,0.00001955307,0.00008192167],"genre_scores_gemma":[4.4666407e-8,0.5106379,0.00004233578,0.00026427465,0.00009153334,0.4884805,0.00003241928,0.000037542985,0.0004134626],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9762209,0.011643853,0.010350555,0.00063030445,0.0005861582,0.0005682268],"domain_scores_gemma":[0.9894217,0.0027231935,0.006658241,0.0010057975,0.00012177038,0.00006929501],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.024298823,0.0009044435,0.016289975,0.00026834445,0.0005477974,0.000032420045,0.0005093705,0.00016492144,0.000011345133],"category_scores_gemma":[0.002415095,0.00036921244,0.001162752,0.0007568765,0.00006305121,0.00007280565,0.0002930768,0.0005532023,0.000072084884],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018128836,0.000031400858,0.000015138956,0.9723252,0.00047629132,0.000002653368,0.0026308545,1.2787184e-9,3.8798814e-10,0.0008192755,0.021754611,0.0019427583],"study_design_scores_gemma":[0.00014143015,0.000067829926,6.819016e-7,0.6089039,0.0017652857,0.000013608208,0.00058402616,2.1558066e-7,1.3220322e-10,0.00008417656,0.38827345,0.00016540567],"about_ca_topic_score_codex":0.00002912184,"about_ca_topic_score_gemma":0.00019388832,"teacher_disagreement_score":0.36651883,"about_ca_system_score_codex":0.00062105386,"about_ca_system_score_gemma":0.00019274006,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W4401023874","doi":"10.1177/01708406241257905","title":"Social Diversity and Precarious Organizations: An intersectional feminist perspective","year":2024,"lang":"en","type":"article","venue":"Organization Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Perspective (graphical); Diversity (politics); Sociology; Intersectionality; Gender studies; Feminism; Anthropology","score_opus":0.07648473860783009,"score_gpt":0.4340070649889041,"score_spread":0.35752232638107406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401023874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95331246,0.006675139,0.0013840935,0.023025066,0.0028797325,0.000889483,0.00007970704,0.0015828966,0.010171426],"genre_scores_gemma":[0.9949564,0.00043737714,0.000031921496,0.0004952817,0.0006252996,0.000014490349,0.00002729631,0.000031063377,0.0033808697],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990441,0.00012669948,0.00019105586,0.0003001309,0.00016209678,0.00017586812],"domain_scores_gemma":[0.9985372,0.00017810766,0.00005157867,0.00006554717,0.0011292504,0.000038348382],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00015765207,0.00013510148,0.00018081427,0.00010658738,0.0071598073,0.00002685981,0.0000647558,0.00007906951,0.00021487602],"category_scores_gemma":[0.0004919905,0.000119470664,0.000015107459,0.0008185164,0.00016584502,0.00023117551,0.0009095553,0.00018655455,0.00007974806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074250793,0.000029916007,0.43013167,0.00010749382,0.0003432217,0.0000036235276,0.4685138,5.6014045e-7,0.000037174734,0.07440834,0.026267195,0.00014957656],"study_design_scores_gemma":[0.0007447287,0.00017078109,0.39629972,0.00020438322,0.00037514922,0.000008113033,0.56191885,0.000032118147,0.000058732923,0.013264897,0.02639802,0.00052451214],"about_ca_topic_score_codex":0.00013417317,"about_ca_topic_score_gemma":0.0002460107,"teacher_disagreement_score":0.09340506,"about_ca_system_score_codex":0.00031257677,"about_ca_system_score_gemma":0.00007755339,"threshold_uncertainty_score":0.99413276},"labels":[],"label_agreement":null},{"id":"W4401045890","doi":"10.1111/irel.12374","title":"<i>It's not great, but it could be worse!</i> Immigrant job quality in Canada through the lens of relative deprivation theory","year":2024,"lang":"en","type":"article","venue":"Industrial Relations A Journal of Economy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Lens (geology); Relative deprivation; Quality (philosophy); Demographic economics; Through-the-lens metering; Psychology; Political science; Economics; Social psychology; Optics; Law; Physics; Philosophy; Epistemology","score_opus":0.1507799302203472,"score_gpt":0.3834148929206327,"score_spread":0.2326349627002855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401045890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7950759,0.001197389,0.0007527657,0.18332303,0.0012289055,0.00063141086,0.00013235645,0.000009772334,0.01764848],"genre_scores_gemma":[0.99439615,0.00073106936,0.00006578479,0.0033764138,0.00039676818,0.000014461823,0.0000049738887,0.000009636919,0.0010047358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768716,0.00058826024,0.0012089534,0.00013559709,0.00016901948,0.00021102562],"domain_scores_gemma":[0.9947516,0.0042842836,0.00057888904,0.00012102549,0.00022147168,0.000042750948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002517959,0.0001289341,0.00035850503,0.000039378534,0.0005992617,0.000015468286,0.00011043205,0.00023859323,0.00016943045],"category_scores_gemma":[0.0005528446,0.0000884593,0.00017921536,0.0002333305,0.00014675294,0.0005224299,0.000058284797,0.0015248453,0.0000018005506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003708961,0.000058077265,0.26832688,0.000118684075,0.0015657995,0.000009893348,0.16760929,0.00043092392,0.000025349489,0.27565178,0.28331685,0.0025155542],"study_design_scores_gemma":[0.0047774916,0.00019170364,0.1048096,0.0017259041,0.00048605318,0.000008931658,0.30754185,0.00023507152,0.000039522583,0.046110112,0.5336394,0.00043441413],"about_ca_topic_score_codex":0.16945781,"about_ca_topic_score_gemma":0.2330472,"teacher_disagreement_score":0.2503225,"about_ca_system_score_codex":0.00053416094,"about_ca_system_score_gemma":0.0021818692,"threshold_uncertainty_score":0.83607286},"labels":[],"label_agreement":null},{"id":"W4401071239","doi":"10.1080/13668803.2024.2379833","title":"Home <i>and</i> away: personal autonomy limitation in the liminal work context of fly-in-fly-out camps and psychological distress","year":2024,"lang":"en","type":"article","venue":"Community Work & Family","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Western University; Mental Health Commission","keywords":"FIFO (computing and electronics); Context (archaeology); Autonomy; Psychology; Distress; Social psychology; Mental health; Work (physics); Liminality; Psychological distress; Clinical psychology; Sociology; Engineering; Political science; Computer science; Psychiatry; Geography","score_opus":0.16081555794478208,"score_gpt":0.407574386751321,"score_spread":0.24675882880653893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401071239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98192173,0.007262469,0.00001828948,0.0062393867,0.00028562357,0.0004599138,0.000023966979,0.00004984994,0.0037387647],"genre_scores_gemma":[0.9973338,0.0006209706,0.00004679724,0.0013515508,0.000072319934,0.00013819123,0.000046701814,0.000013778955,0.00037587137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973075,0.0016188956,0.00041574595,0.00017747382,0.00015845195,0.00032193837],"domain_scores_gemma":[0.9963274,0.0032213104,0.00007686482,0.00028083613,0.000044531942,0.00004904992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012578928,0.00017722705,0.00031933025,0.000101726335,0.000694192,0.000029883815,0.00025659538,0.00014827552,0.00001724015],"category_scores_gemma":[0.00010534392,0.0001237101,0.00004838663,0.00038988134,0.0003310278,0.00008581245,0.00026066217,0.001674787,0.000022329006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020457961,0.00025909324,0.7546925,0.00025499144,0.00003282192,0.000013638808,0.20005943,3.912544e-7,0.000015520809,0.002178379,0.0086343195,0.033654343],"study_design_scores_gemma":[0.00057137845,0.00014063167,0.91500396,0.0011156366,0.000022937542,8.4096564e-7,0.07484469,0.000010141128,3.0100057e-7,0.00095235615,0.0072057364,0.00013141891],"about_ca_topic_score_codex":0.0004644015,"about_ca_topic_score_gemma":0.0015607289,"teacher_disagreement_score":0.16031143,"about_ca_system_score_codex":0.000075322976,"about_ca_system_score_gemma":0.00004219293,"threshold_uncertainty_score":0.72762096},"labels":[],"label_agreement":null},{"id":"W4401080005","doi":"10.28924/2291-8639-22-2024-127","title":"Role Stress and Job Performance in the Economic Recession Issue: Evidence from Finance Companies","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Recession; Inflation (cosmology); Global recession; Sample (material); Job creation; Economics; Finance; Business; Monetary economics; Demographic economics; Labour economics; Macroeconomics","score_opus":0.031985326890784274,"score_gpt":0.4075389885241888,"score_spread":0.37555366163340453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401080005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811005,0.007556922,0.00063173444,0.009912015,0.00010979267,0.00009674789,0.000038421287,0.0000051461757,0.0005486972],"genre_scores_gemma":[0.98291045,0.016165422,0.000104548046,0.00012729802,0.0004373138,0.00003575241,0.000007740837,0.000002931682,0.00020851857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924064,0.000068691435,0.00036337372,0.00011130332,0.0001450458,0.00007096081],"domain_scores_gemma":[0.99912274,0.00053308916,0.00015748599,0.000075427175,0.00009322961,0.000018051749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036665305,0.000060668583,0.00014787656,0.0001789046,0.00018236962,0.000052242587,0.000207094,0.000027666967,0.00007610948],"category_scores_gemma":[0.000013813292,0.00003816932,0.000048970956,0.00016187737,0.000044236353,0.00022412515,0.000060371905,0.00020018117,0.000012311613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024814883,0.000019647945,0.963448,0.000025729905,0.00047982085,0.000002189066,0.0049362737,0.0004388625,0.00007421795,0.002513451,0.0010750629,0.026961915],"study_design_scores_gemma":[0.000114708295,0.00001859056,0.94715357,0.0004830547,0.00020201696,0.0000016047193,0.0026557152,0.0043727807,0.000019699708,0.0014934,0.043428212,0.00005662337],"about_ca_topic_score_codex":0.0004159532,"about_ca_topic_score_gemma":0.00082179956,"teacher_disagreement_score":0.04235315,"about_ca_system_score_codex":0.000052589214,"about_ca_system_score_gemma":0.000043130512,"threshold_uncertainty_score":0.15564997},"labels":[],"label_agreement":null},{"id":"W4401124240","doi":"10.4324/9781003502593-15","title":"Career Development and the Commodification of Student Labour in Canadian Approaches to Youth Unemployment","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commodification; Unemployment; Youth unemployment; Rationality; Economics; Labour economics; Economic growth; Political science; Market economy","score_opus":0.28329990978013186,"score_gpt":0.36255154953315644,"score_spread":0.07925163975302457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401124240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038810443,0.002257714,0.0000058135497,0.023584738,0.00045378532,0.0035417404,0.00016073092,0.000044922093,0.9311401],"genre_scores_gemma":[0.48805615,0.00012215922,0.000048614147,0.0006722667,0.00006813806,0.00029296902,0.000060900435,0.00003878239,0.51064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983166,0.000060885268,0.0006600951,0.00030946132,0.00029173715,0.00036123543],"domain_scores_gemma":[0.99924684,0.00012998197,0.00011608173,0.00027239844,0.00007769486,0.00015702023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008799595,0.0002552169,0.00045313223,0.0002869519,0.00028977665,0.000011276523,0.00019603591,0.00019326572,0.00008629705],"category_scores_gemma":[0.000010130876,0.00015829221,0.000042464362,0.000054554883,0.00008622757,0.000015538348,0.00030168518,0.0004358614,0.000103154656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022790438,0.000008800944,0.02008472,0.0002522009,0.00016070266,0.0000017600408,0.08513353,0.000003180808,5.8586913e-8,0.8923431,0.0011177495,0.0008714275],"study_design_scores_gemma":[0.0017264783,0.000068243244,0.05320989,0.002121731,0.00023227198,3.0062355e-7,0.059875913,0.0000072228518,0.000007373568,0.013132691,0.8689254,0.000692518],"about_ca_topic_score_codex":0.15970129,"about_ca_topic_score_gemma":0.80143756,"teacher_disagreement_score":0.8792104,"about_ca_system_score_codex":0.0005349726,"about_ca_system_score_gemma":0.00046816017,"threshold_uncertainty_score":0.84589434},"labels":[],"label_agreement":null},{"id":"W4401165848","doi":"10.1186/s12889-024-19363-3","title":"Precarious work on the rise","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; McMaster University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Mental health; Context (archaeology); Precarious work; Pandemic; Medicine; Racism; Biostatistics; Public health; Qualitative research; Gerontology; Coronavirus disease 2019 (COVID-19); Sociology; Psychiatry; Work (physics); Gender studies; Nursing; Geography; Social science","score_opus":0.1716974240125745,"score_gpt":0.44794962548998846,"score_spread":0.2762522014774139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401165848","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076432735,0.010341724,0.00053963315,0.7968894,0.004622176,0.0021259906,0.000035485562,0.001079567,0.10793327],"genre_scores_gemma":[0.94594926,0.00043992916,0.00007947847,0.014034129,0.0013087622,0.0005706213,0.000011989095,0.000049119713,0.0375567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714416,0.0010378773,0.00041628725,0.00028985672,0.0002896813,0.000822132],"domain_scores_gemma":[0.99759626,0.0016555814,0.00007866663,0.00039233596,0.000060105205,0.00021707216],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028308586,0.00014699229,0.00020514354,0.000107747284,0.0015306872,0.00005329635,0.00021656523,0.0000908535,0.0007646829],"category_scores_gemma":[0.00043152357,0.00008230031,0.00007562416,0.000575799,0.000057757636,0.00008511238,0.00013323563,0.00073000713,0.0021907217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010140832,0.000037666567,0.061197434,0.00028568745,0.000030522544,0.0000017311769,0.011621391,4.1746247e-7,1.3686504e-7,0.11436437,0.7932361,0.019214435],"study_design_scores_gemma":[0.00012503318,0.0000714151,0.06074037,0.0002714988,0.0000031687825,2.2669077e-7,0.0010965128,0.000024805442,1.15320006e-7,0.0011610924,0.9364253,0.000080434904],"about_ca_topic_score_codex":0.0004554508,"about_ca_topic_score_gemma":0.00058823894,"teacher_disagreement_score":0.86951655,"about_ca_system_score_codex":0.00034371842,"about_ca_system_score_gemma":0.0015342443,"threshold_uncertainty_score":0.9997692},"labels":[],"label_agreement":null},{"id":"W4401172151","doi":"10.5206/ijoh.2023.3.16976","title":"The Intersections and Invisibilities of Rurality, Houselessness, and Health","year":2024,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Rurality; Geography; Medicine; Rural area","score_opus":0.06480831636382793,"score_gpt":0.44144308433378654,"score_spread":0.3766347679699586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401172151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452566,0.0073190928,0.00017498682,0.041397434,0.0044526667,0.00019556645,0.000039108072,0.00005564594,0.0011088939],"genre_scores_gemma":[0.98869747,0.009396585,0.000009089438,0.00037099438,0.00051815045,0.00002090557,0.00000286822,0.000016192489,0.0009677398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985695,0.00020675418,0.0005221366,0.00014944872,0.00033885764,0.00021331872],"domain_scores_gemma":[0.9986267,0.00075811887,0.00018252105,0.00008856173,0.00026619274,0.00007792284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059119,0.000117401796,0.0002267432,0.00017427272,0.0008196898,0.00010768438,0.0001886963,0.000047562968,0.000033535],"category_scores_gemma":[0.00007139837,0.00007159659,0.000053400934,0.000097952376,0.0001923839,0.0001761461,0.00017181605,0.00050929416,0.0000070390006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026097058,0.000110306115,0.34865144,0.0005777921,0.00081403926,0.00003899481,0.04663981,0.000008730203,0.00006056203,0.375483,0.011372712,0.21598163],"study_design_scores_gemma":[0.0017516252,0.0005779557,0.61872137,0.004501251,0.00005695168,0.000108993154,0.10785568,0.00021439607,0.00008240954,0.074066855,0.1916504,0.00041211495],"about_ca_topic_score_codex":0.00033017868,"about_ca_topic_score_gemma":0.0010545485,"teacher_disagreement_score":0.30141616,"about_ca_system_score_codex":0.0001410256,"about_ca_system_score_gemma":0.00015128574,"threshold_uncertainty_score":0.63044745},"labels":[],"label_agreement":null},{"id":"W4401213948","doi":"10.1136/jech-2024-222373","title":"Precarious employment and the workplace transmission of COVID-19: evidence from workers’ compensation claims in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Precarious work; Coronavirus disease 2019 (COVID-19); Demographic economics; Pandemic; Work (physics); Labour economics; Demography; Economics; Medicine; Sociology; Engineering","score_opus":0.1901476899957608,"score_gpt":0.46089508449330313,"score_spread":0.27074739449754237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401213948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75358266,0.034403346,0.0019764176,0.20856681,0.0007317423,0.0006072662,0.0000098859955,0.000012719047,0.00010913137],"genre_scores_gemma":[0.9809337,0.008355891,0.0007085432,0.00968195,0.000079146346,0.00001849118,0.000011237138,0.000012309071,0.00019868644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9791903,0.017872328,0.0021136408,0.00016551018,0.0002220063,0.0004362314],"domain_scores_gemma":[0.9350857,0.06310516,0.0010123312,0.00036683778,0.000116474155,0.00031350864],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.021175941,0.00017277828,0.0011222794,0.00013685084,0.0010321198,0.000004372033,0.00036287212,0.00016382903,0.0001410941],"category_scores_gemma":[0.0037376327,0.0001100142,0.000102447986,0.00019398956,0.0002993671,0.00011807751,0.00016033278,0.0035779853,8.186711e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009220193,0.000041952742,0.9043194,0.00041824047,0.00012445438,0.0000059453,0.05933738,0.00031217307,0.000003197708,0.00066637655,0.03063267,0.0032161803],"study_design_scores_gemma":[0.0017050371,0.00033102892,0.92549175,0.006151769,0.00006284335,0.0000074391132,0.008966138,0.00018335825,5.97752e-7,0.01535058,0.04164895,0.00010052899],"about_ca_topic_score_codex":0.99718696,"about_ca_topic_score_gemma":0.9991778,"teacher_disagreement_score":0.22735107,"about_ca_system_score_codex":0.0026527834,"about_ca_system_score_gemma":0.011044054,"threshold_uncertainty_score":0.9987208},"labels":[],"label_agreement":null},{"id":"W4401218463","doi":"10.1111/irj.12441","title":"Use it or lose it: The problem of labour underutilization among immigrant workers in Canada","year":2024,"lang":"en","type":"article","venue":"Industrial Relations Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Immigration; Underemployment; Disadvantage; Unemployment; Labour economics; Human capital; Work (physics); Wage; Economics; Demographic economics; Economic growth; Political science","score_opus":0.17421378159138615,"score_gpt":0.3895796640078313,"score_spread":0.21536588241644514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401218463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9398973,0.00028893078,0.00019958022,0.05465958,0.0016847803,0.00084509404,0.000056745874,0.00002246157,0.0023455261],"genre_scores_gemma":[0.98173356,0.00017300458,0.00003907995,0.00019493066,0.00044176338,0.000029063938,0.0000067377373,0.000017524615,0.017364336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783367,0.00050415593,0.0008751477,0.00012282764,0.00035540247,0.00030877793],"domain_scores_gemma":[0.9978408,0.001540477,0.00026128712,0.00011374779,0.00016627545,0.00007741277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094285706,0.000118226955,0.00018971777,0.00018183311,0.0007578669,0.00004334319,0.00013504959,0.00017072125,0.00089422776],"category_scores_gemma":[0.00053250504,0.00007038015,0.000053891938,0.00085603324,0.000058890095,0.00032752755,0.000052727803,0.0015450703,0.000013511716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008217245,0.000014279603,0.82646346,0.000020105303,0.00009540487,0.000027646365,0.0031562597,0.0012591938,0.000002833633,0.0015129957,0.16517764,0.0021879945],"study_design_scores_gemma":[0.0020829104,0.00009128354,0.57821053,0.004305564,0.00015861915,0.000014696471,0.050665222,0.00088533555,0.000006433676,0.0020820273,0.36122674,0.000270654],"about_ca_topic_score_codex":0.6429751,"about_ca_topic_score_gemma":0.9615146,"teacher_disagreement_score":0.3185395,"about_ca_system_score_codex":0.00083293085,"about_ca_system_score_gemma":0.005370483,"threshold_uncertainty_score":0.9791167},"labels":[],"label_agreement":null},{"id":"W4401227010","doi":"10.1177/08969205241268370","title":"Crisis Governance, (De)Mobilisation and New Inequalities: The Legacy of COVID-19","year":2024,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Hrvatska Zaklada za Znanost; Academy of Finland; Fundação de Amparo à Pesquisa do Estado de São Paulo; Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft; UK Research and Innovation; Narodowym Centrum Nauki; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; Corporate governance; 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biopower; Political economy; Sociology; Economics; Politics; Virology; Biology; Law; Outbreak; Medicine; Management","score_opus":0.1465442610550775,"score_gpt":0.4950257407217848,"score_spread":0.3484814796667073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401227010","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34924468,0.013601657,0.0039331233,0.6258578,0.0011876307,0.00036886576,0.00006030526,0.00014591742,0.0056000147],"genre_scores_gemma":[0.98717505,0.00054108957,0.000047120062,0.0104319835,0.00048213569,0.000054074873,0.000004560145,0.000008776783,0.0012551914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99868584,0.0005449735,0.0002674601,0.00015478335,0.000074260905,0.00027266244],"domain_scores_gemma":[0.99381924,0.005905109,0.000026730062,0.000102828766,0.000044285625,0.000101798156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007091964,0.000075205106,0.00018322622,0.000015785043,0.00040534168,0.000006656722,0.00007354712,0.0001563646,0.00072511873],"category_scores_gemma":[0.0030293372,0.00004844528,0.000043291522,0.000053511954,0.00068057986,0.00007500167,0.00009665101,0.00031950694,0.000031329986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001209739,0.000007778313,0.011647501,0.00053027266,0.000023824523,0.0000019456386,0.039694946,2.704306e-7,0.000021317555,0.7947122,0.15306169,0.0002861817],"study_design_scores_gemma":[0.0003336284,0.00013713604,0.019382555,0.00008039276,0.000072760224,0.0000018695721,0.058450785,0.00003762156,0.000008188952,0.55399495,0.36738837,0.00011176611],"about_ca_topic_score_codex":0.0013677208,"about_ca_topic_score_gemma":0.000055627854,"teacher_disagreement_score":0.6379304,"about_ca_system_score_codex":0.000100947145,"about_ca_system_score_gemma":0.00035218583,"threshold_uncertainty_score":0.79395413},"labels":[],"label_agreement":null},{"id":"W4401247617","doi":"10.1136/oemed-2024-109535","title":"Is precarious employment an occupational hazard? Evidence from Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Occupational safety and health; Medicine; Relative risk; Occupational injury; Proportional hazards model; Hazard ratio; Occupational medicine; Demography; Injury prevention; Environmental health; Poison control; Confidence interval; Sociology; Surgery","score_opus":0.07064438805774433,"score_gpt":0.371189718144287,"score_spread":0.30054533008654266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401247617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862493,0.003985882,0.000074884505,0.007063725,0.0010874813,0.00035014356,0.00043595815,0.00004482677,0.0007077674],"genre_scores_gemma":[0.98638844,0.0003289698,0.000081440645,0.003409204,0.0007434274,0.00011420426,0.0009693419,0.000018018718,0.00794693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816614,0.00008793338,0.00039303608,0.00043158053,0.0006531895,0.00026814404],"domain_scores_gemma":[0.9990914,0.00047182673,0.00006516294,0.00017046738,0.000014164877,0.00018700998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018237044,0.00020711056,0.00021965947,0.000049730275,0.00054356473,0.000008963764,0.00009527569,0.00007510164,0.011852007],"category_scores_gemma":[0.000028194092,0.00015589302,0.000026277565,0.00005502081,0.00014153434,0.00022728753,0.000110223016,0.00028435356,0.000059539827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011362075,0.000025719743,0.91063416,0.000029866724,0.000081293285,0.000014768704,0.0075449157,0.0000036639537,0.00025231115,0.000105170635,0.07847633,0.0027181725],"study_design_scores_gemma":[0.0003544399,0.00014204052,0.8960601,0.00045720025,0.00006382076,0.0000015791546,0.0006758075,0.00016776155,0.000016136279,0.00037114273,0.10153765,0.0001522868],"about_ca_topic_score_codex":0.917265,"about_ca_topic_score_gemma":0.9297795,"teacher_disagreement_score":0.023061324,"about_ca_system_score_codex":0.0008223106,"about_ca_system_score_gemma":0.0005259972,"threshold_uncertainty_score":0.9890513},"labels":[],"label_agreement":null},{"id":"W4401314394","doi":"10.18260/1-2--47239","title":"Employment Outcomes Following Industrial Attachment in Kenya","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"Purdue University; American Society for Engineering Education; National Science Foundation","keywords":"Business","score_opus":0.13114636269871238,"score_gpt":0.4608522243793264,"score_spread":0.329705861680614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401314394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788768,0.0006398866,0.000054729822,0.026656067,0.0059899203,0.0010172862,0.0000066853495,0.00046990855,0.08628874],"genre_scores_gemma":[0.9412203,0.000025288013,0.000040298153,0.0010201808,0.0002624,0.0002492209,0.000008856264,0.000024225747,0.057149276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982836,0.00015611274,0.00050981436,0.00028236097,0.00026836086,0.0004997095],"domain_scores_gemma":[0.9992896,0.00043762248,0.000028336104,0.00016427861,0.000013702306,0.00006651452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006279587,0.0001681929,0.00029426627,0.00017245083,0.00028253868,0.000018054054,0.000105516534,0.00013942031,0.0009826552],"category_scores_gemma":[0.000065171735,0.00011690782,0.00013597608,0.00024639518,0.000014368587,0.00011659748,0.00019757805,0.00048802016,0.00071629405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005771835,0.000031467862,0.944977,0.000027465429,0.00009815221,0.000034192013,0.0019564873,9.408118e-7,0.000009202368,0.00692992,0.04294443,0.002984954],"study_design_scores_gemma":[0.0020038148,0.000096609234,0.52486765,0.00069779396,0.000059715836,1.4725903e-7,0.0036344177,0.000027671405,0.000021070982,0.0013433525,0.46690267,0.0003450984],"about_ca_topic_score_codex":0.0007632463,"about_ca_topic_score_gemma":0.0008912974,"teacher_disagreement_score":0.42395824,"about_ca_system_score_codex":0.0002705966,"about_ca_system_score_gemma":0.00011498329,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W4401316220","doi":"10.1108/ijes-03-2024-0020","title":"Economic evaluation of a psychological surveillance and support programme in the UK police force","year":2024,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Criminology; Psychology; Applied psychology; Political science; Business","score_opus":0.12526615934950786,"score_gpt":0.5101413170466998,"score_spread":0.384875157697192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401316220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854364,0.001412256,0.0000048738193,0.0057191905,0.0025674754,0.00019169763,0.000015500385,0.000005297586,0.0046473495],"genre_scores_gemma":[0.9980137,0.0011200295,0.000018409088,0.00018364245,0.00051185786,0.000020021273,0.0000064763867,0.0000047616786,0.00012109807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984904,0.00025210017,0.0006355076,0.000095583375,0.0003978202,0.00012858916],"domain_scores_gemma":[0.9990862,0.0001753738,0.00026989108,0.0000616874,0.0003836808,0.000023195007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025024249,0.00007025443,0.00013002845,0.0001239782,0.000049709684,0.0000100556845,0.00029514782,0.000044062926,0.0008314856],"category_scores_gemma":[0.000030174126,0.000043108175,0.000060733844,0.0000769924,0.00001756371,0.00014082859,0.000048357306,0.00018115206,0.000012500971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007450033,0.00005334519,0.9755443,0.00009998365,0.00014139757,0.0000043499995,0.013238595,0.000029604105,0.00007341201,0.002786884,0.0019654406,0.005988204],"study_design_scores_gemma":[0.00057285704,0.00016275841,0.9785613,0.00020625383,0.000036070716,0.000014595288,0.0046242946,0.0005739604,0.0000039150177,0.0079576755,0.007218088,0.000068219386],"about_ca_topic_score_codex":0.00069566554,"about_ca_topic_score_gemma":0.004810452,"teacher_disagreement_score":0.012577345,"about_ca_system_score_codex":0.000057605805,"about_ca_system_score_gemma":0.000065064116,"threshold_uncertainty_score":0.91041845},"labels":[],"label_agreement":null},{"id":"W4401341901","doi":"10.1186/s12889-024-19493-8","title":"Health and non-health benefits and equity impacts of individual-level economic relief programs during epidemics/pandemics in high income settings: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Institute for Work & Health; Public Health Ontario; York University; University of Toronto; University Health Network","funders":"University of Toronto; Canada Research Chairs","keywords":"Biostatistics; Public health; Medicine; Pandemic; Equity (law); Environmental health; Health equity; Coronavirus disease 2019 (COVID-19); Health economics; Epidemiology; Health services research; Economic growth; Public economics; Nursing; Disease; Infectious disease (medical specialty); Economics","score_opus":0.28461773657221445,"score_gpt":0.5025178964216129,"score_spread":0.21790015984939848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401341901","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018140263,0.9636778,0.0000071622617,0.019831382,0.00064907246,0.012938164,0.00085568224,0.00017989276,0.000046778037],"genre_scores_gemma":[0.00022607442,0.99179095,0.00073377974,0.0047265994,0.00040273633,0.0011861016,0.00070134096,0.00018552812,0.00004686701],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9845368,0.0033596004,0.0070127333,0.0015509842,0.00056400214,0.002975851],"domain_scores_gemma":[0.9906944,0.0013561333,0.005236578,0.00083961146,0.00012776317,0.0017454848],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023594601,0.0010709397,0.008003731,0.001070858,0.00114591,0.000088008266,0.00060996646,0.000655306,0.000008322632],"category_scores_gemma":[0.0012430191,0.00088699046,0.00031049916,0.0010396929,0.00019187822,0.00038629095,0.0025589487,0.002718577,0.000020437035],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036666102,0.000040761428,0.020313531,0.5843428,0.000083609564,8.3821703e-7,0.001759963,5.310844e-8,8.446353e-10,0.00054441416,0.0015977788,0.3913126],"study_design_scores_gemma":[0.000957287,0.00044967345,0.00823458,0.9383043,0.00012263311,0.00002803063,0.00042713582,0.000002975302,2.5642566e-9,0.00014599963,0.050701234,0.0006261451],"about_ca_topic_score_codex":0.0069120275,"about_ca_topic_score_gemma":0.017789343,"teacher_disagreement_score":0.39068645,"about_ca_system_score_codex":0.0035001393,"about_ca_system_score_gemma":0.030111756,"threshold_uncertainty_score":0.999701},"labels":[],"label_agreement":null},{"id":"W4401357534","doi":"10.32920/26504173.v1","title":"“It’s Not Just about Work and Living Conditions”: The Underestimation of the COVID-19 Pandemic for Black Canadian Women","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Racism; Gender studies; News media; Black women; Sociology; Political science; Media studies; Medicine","score_opus":0.1843847479429224,"score_gpt":0.4503988232397887,"score_spread":0.26601407529686627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401357534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5238663,0.00054134027,0.00053624995,0.44050768,0.0030552205,0.006824555,0.0012494638,0.00020908614,0.023210142],"genre_scores_gemma":[0.9613309,0.00019780165,0.000029325269,0.0180215,0.00021401625,0.0012325357,0.000039718663,0.000029498631,0.018904734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99826086,0.00031180933,0.0005001919,0.00031044902,0.00016695965,0.0004497591],"domain_scores_gemma":[0.9961496,0.0028864946,0.0002444515,0.0004032512,0.000127792,0.00018841909],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012603755,0.0002114899,0.00030441376,0.00011314064,0.0015795402,0.000034538174,0.00028375123,0.00030401893,0.00048990396],"category_scores_gemma":[0.000991705,0.000117830794,0.00009150171,0.00014375603,0.0002857467,0.000023259183,0.0008520404,0.0008682729,0.000025755902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026931704,0.0000147447545,0.25146922,0.0050814613,0.00038332175,5.7927645e-7,0.113275215,0.00040157512,0.0000031813092,0.049449384,0.57968676,0.00020763904],"study_design_scores_gemma":[0.0010459917,0.000075177995,0.44999027,0.0061939172,0.000762084,0.000001931983,0.11349122,0.0010183089,0.0000026087878,0.16435537,0.262132,0.0009311029],"about_ca_topic_score_codex":0.034678336,"about_ca_topic_score_gemma":0.37067172,"teacher_disagreement_score":0.4374646,"about_ca_system_score_codex":0.00087212306,"about_ca_system_score_gemma":0.0019934012,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W4401357577","doi":"10.32920/26504173","title":"“It’s Not Just about Work and Living Conditions”: The Underestimation of the COVID-19 Pandemic for Black Canadian Women","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Gender studies; Racism; News media; Black women; Sociology; Political science; Media studies; Medicine","score_opus":0.1843847479429224,"score_gpt":0.4503988232397887,"score_spread":0.26601407529686627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401357577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5238663,0.00054134027,0.00053624995,0.44050768,0.0030552205,0.006824555,0.0012494638,0.00020908614,0.023210142],"genre_scores_gemma":[0.9613309,0.00019780165,0.000029325269,0.0180215,0.00021401625,0.0012325357,0.000039718663,0.000029498631,0.018904734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99826086,0.00031180933,0.0005001919,0.00031044902,0.00016695965,0.0004497591],"domain_scores_gemma":[0.9961496,0.0028864946,0.0002444515,0.0004032512,0.000127792,0.00018841909],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012603755,0.0002114899,0.00030441376,0.00011314064,0.0015795402,0.000034538174,0.00028375123,0.00030401893,0.00048990396],"category_scores_gemma":[0.000991705,0.000117830794,0.00009150171,0.00014375603,0.0002857467,0.000023259183,0.0008520404,0.0008682729,0.000025755902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026931704,0.0000147447545,0.25146922,0.0050814613,0.00038332175,5.7927645e-7,0.113275215,0.00040157512,0.0000031813092,0.049449384,0.57968676,0.00020763904],"study_design_scores_gemma":[0.0010459917,0.000075177995,0.44999027,0.0061939172,0.000762084,0.000001931983,0.11349122,0.0010183089,0.0000026087878,0.16435537,0.262132,0.0009311029],"about_ca_topic_score_codex":0.034678336,"about_ca_topic_score_gemma":0.37067172,"teacher_disagreement_score":0.4374646,"about_ca_system_score_codex":0.00087212306,"about_ca_system_score_gemma":0.0019934012,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W4401387722","doi":"10.1177/10398562241267138","title":"Australian specialised mental healthcare labour shortages: Potential interventions for consideration and further research","year":2024,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychological intervention; Mental health; Workforce; Pandemic; Health care; Economic shortage; Work (physics); Mental healthcare; Nursing; Business; Workforce development; Medicine; Coronavirus disease 2019 (COVID-19); Economic growth; Psychiatry; Economics; Government (linguistics)","score_opus":0.164899542393307,"score_gpt":0.5231557961846696,"score_spread":0.35825625379136256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401387722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49040732,0.0028367448,0.00016754503,0.48830435,0.011265312,0.0035301473,0.0007794568,0.00034561704,0.0023634867],"genre_scores_gemma":[0.9650932,0.0001685203,0.000693258,0.00042737043,0.0025426997,0.00031482242,0.00014782934,0.00005305747,0.030559253],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99750644,0.00038501018,0.00060870283,0.0004916963,0.00028641193,0.00072175],"domain_scores_gemma":[0.9992068,0.00015130534,0.00006929728,0.00021595729,0.00017385988,0.00018280462],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091920816,0.00020639307,0.00025744466,0.00028387044,0.0015288921,0.00010863862,0.000115180934,0.00024041979,0.0010694333],"category_scores_gemma":[0.00004163772,0.00018894135,0.00019258921,0.00026591847,0.00016946234,0.00022016684,0.00008058169,0.00075385143,0.00014036435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012131809,0.00012441965,0.09486553,0.0043916903,0.00024393186,0.000012054015,0.010697205,5.4268645e-7,0.00016325818,0.17007379,0.7166785,0.0026277874],"study_design_scores_gemma":[0.003723164,0.0013704367,0.4080119,0.0064927507,0.00028446663,0.000028962973,0.14714083,0.00005036464,0.000046357913,0.11665575,0.31524894,0.0009460869],"about_ca_topic_score_codex":0.0003248412,"about_ca_topic_score_gemma":0.0038908161,"teacher_disagreement_score":0.48787698,"about_ca_system_score_codex":0.00011764297,"about_ca_system_score_gemma":0.0002791242,"threshold_uncertainty_score":0.9998437},"labels":[],"label_agreement":null},{"id":"W4401440813","doi":"10.35680/2372-0247.1893","title":"We did our Best!: The Experience of Frontline Workers in Long-Term Care during COVID-19 Outbreaks","year":2024,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Patient experience; Outbreak; Term (time); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Long-term care; Pandemic; Nursing; Health care; Virology; Economic growth; Disease; Internal medicine; Economics; Infectious disease (medical specialty)","score_opus":0.05819214368838969,"score_gpt":0.43195362427784756,"score_spread":0.37376148058945785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401440813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805554,0.011164011,0.000192056,0.004538562,0.0025022563,0.0005410571,0.0000130622875,0.000050279374,0.00044329313],"genre_scores_gemma":[0.9969641,0.0014124712,0.00004763976,0.00029567027,0.00034602845,0.00028165567,0.00000318767,0.000025953721,0.0006232728],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971803,0.00031515936,0.00096004666,0.00032842893,0.00057613745,0.0006399416],"domain_scores_gemma":[0.998836,0.00019046137,0.00030247905,0.0002889724,0.00012981262,0.0002523027],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00026768938,0.00024005072,0.00032877486,0.00020074591,0.0013549536,0.000045057546,0.00040981962,0.000104214814,0.00027992332],"category_scores_gemma":[0.00027161642,0.00015290988,0.00013667661,0.00039184536,0.00014664418,0.00033382006,0.00029842003,0.00085249287,0.000030718606],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007296335,0.0000338971,0.5519703,0.00017891645,0.000014376999,0.00008060874,0.44518375,0.0000343099,0.00017560928,0.0000161068,0.00044520933,0.0017939308],"study_design_scores_gemma":[0.0007095707,0.00017058905,0.12014666,0.0020206342,0.000017618819,0.000027952367,0.87283695,0.000023443434,0.0003588595,0.00004230773,0.0034155098,0.00022992988],"about_ca_topic_score_codex":0.0005474687,"about_ca_topic_score_gemma":0.0005354435,"teacher_disagreement_score":0.43182367,"about_ca_system_score_codex":0.0005248927,"about_ca_system_score_gemma":0.00035719987,"threshold_uncertainty_score":0.99994516},"labels":[],"label_agreement":null},{"id":"W4401468073","doi":"10.1177/14407833241269169","title":"Book Review: Guy Standing <i>The Precariat: The New Dangerous Class – Special COVID-19 Edition</i>","year":2024,"lang":"en","type":"article","venue":"Journal of sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sociology; Coronavirus disease 2019 (COVID-19); Class (philosophy); Media studies; Epistemology; Medicine; Philosophy","score_opus":0.06553833401348552,"score_gpt":0.4370219678559011,"score_spread":0.37148363384241556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401468073","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001959178,0.4193021,0.0008518266,0.56566465,0.008843394,0.00039163185,0.000016143544,0.000028230117,0.0047060773],"genre_scores_gemma":[0.0041977256,0.2683746,0.000047941317,0.5716265,0.10865192,0.00007266169,0.000012816091,0.000053763524,0.04696209],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975925,0.0010048772,0.000705418,0.00012235765,0.00024417706,0.00033066547],"domain_scores_gemma":[0.996725,0.0024543994,0.00042473743,0.00014844172,0.00012273708,0.00012466942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022691684,0.0001281665,0.00037404025,0.000050134215,0.001186214,0.000012311528,0.00028716482,0.0001605546,0.0030142993],"category_scores_gemma":[0.00084850105,0.00006129629,0.00021616166,0.00010833883,0.00028017518,0.000118113356,0.00011229563,0.0013373671,0.00013880756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003149953,0.0000068928834,0.0005682677,0.0002831901,0.00016053616,0.000026843643,0.011716896,0.0000015772681,0.000010542341,0.0051768688,0.981305,0.00071189896],"study_design_scores_gemma":[0.0003173767,0.00011932282,0.00034441706,0.00063457456,0.00018068535,0.000033162585,0.0017681598,0.0000014650989,7.1467485e-7,0.009174688,0.98736095,0.000064505024],"about_ca_topic_score_codex":0.000022168642,"about_ca_topic_score_gemma":0.000032424006,"teacher_disagreement_score":0.1509275,"about_ca_system_score_codex":0.00038219392,"about_ca_system_score_gemma":0.0009984426,"threshold_uncertainty_score":0.9978971},"labels":[],"label_agreement":null},{"id":"W4401470664","doi":"10.1515/9782763744148-003","title":"Travailleurs migrants saisonniers du Yucatán (Mexique) au Canada : précarité circulaire et limites d’un modèle de développ ement","year":2019,"lang":"fr","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Geography; Art; Sociology","score_opus":0.062007767058756075,"score_gpt":0.30072635696622435,"score_spread":0.23871858990746828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401470664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07338577,0.005854146,0.0003247294,0.15470791,0.007253143,0.004725337,0.0007912252,0.0003002772,0.7526575],"genre_scores_gemma":[0.56884223,0.008313025,0.0005690444,0.013292189,0.0010382328,0.0002203667,0.00038598749,0.0003440577,0.40699485],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926774,0.000677643,0.001780062,0.0013700619,0.001150211,0.0023446446],"domain_scores_gemma":[0.9953862,0.0013848211,0.00080190523,0.001064706,0.0005392662,0.0008231171],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0012880606,0.0015236344,0.0017453635,0.00028128945,0.0023050688,0.000044274366,0.00078233134,0.0014050446,0.0070638084],"category_scores_gemma":[0.00023281698,0.0014216019,0.00052492676,0.00012922352,0.0004107148,0.00019193414,0.0005863779,0.0022518386,0.0006034702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013144416,0.00022663746,0.37893382,0.0022334664,0.0021563044,0.00023287153,0.019107211,0.000065519984,0.00003572614,0.37276098,0.21022101,0.013894992],"study_design_scores_gemma":[0.0020204794,0.00029543572,0.16294837,0.0031044586,0.0006721676,0.000022095619,0.010067128,0.00012486472,0.000045620895,0.0023420034,0.8163114,0.002045956],"about_ca_topic_score_codex":0.8635421,"about_ca_topic_score_gemma":0.9754781,"teacher_disagreement_score":0.6060904,"about_ca_system_score_codex":0.004652765,"about_ca_system_score_gemma":0.013946859,"threshold_uncertainty_score":0.99989134},"labels":[],"label_agreement":null},{"id":"W4401484878","doi":"10.1002/mhw.34149","title":"In Case You Haven't Heard…","year":2024,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Corporation; Agency (philosophy); Neglect; Haven; Safe haven; Health care; Psychology; Mental health care; Gerontology; Business; Medicine; Psychiatry; Sociology; Geography; Economic growth; Finance; Economics; Social science","score_opus":0.06924559796074006,"score_gpt":0.4751742103604033,"score_spread":0.40592861239966327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401484878","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23673706,0.0067053954,0.000014392508,0.7352395,0.0050983457,0.0015684678,0.00015747301,0.00030578393,0.014173563],"genre_scores_gemma":[0.6798439,0.00076493894,0.00011867966,0.012980542,0.0007440868,0.00029985255,0.000056338493,0.000059423757,0.3051322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783725,0.00031623442,0.0005778121,0.00032868917,0.00019320383,0.000746809],"domain_scores_gemma":[0.9994325,0.00014130167,0.000054802174,0.00017501388,0.000018348539,0.0001780221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008421947,0.00016474888,0.0002854288,0.0001706851,0.00088467135,0.000011619529,0.00007203705,0.00008803064,0.0008359603],"category_scores_gemma":[0.000014453646,0.00014178694,0.000058943802,0.00028768514,0.00004298945,0.0001538464,0.00013040703,0.0005696668,0.0013495749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038238162,0.00008227425,0.025405219,0.0011326105,0.000019791267,0.0010076617,0.016740931,3.0521116e-7,0.00001255932,0.0029614896,0.94540685,0.0071920855],"study_design_scores_gemma":[0.0006208336,0.00021980544,0.0073421164,0.00073402637,0.0000041743665,0.000103603496,0.0093982825,0.000071764334,0.0000035151115,0.0005093468,0.98083925,0.00015328357],"about_ca_topic_score_codex":0.007604639,"about_ca_topic_score_gemma":0.0071649402,"teacher_disagreement_score":0.722259,"about_ca_system_score_codex":0.0006652985,"about_ca_system_score_gemma":0.0002851383,"threshold_uncertainty_score":0.999428},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4401518013","doi":"10.1038/s41598-024-68027-0","title":"A longitudinal study on impact of emergency cash transfer payments during the COVID pandemic on coping among Australian young adults","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Sydney","keywords":"Coping (psychology); Anxiety; Pandemic; Longitudinal study; Medicine; Mental health; Psychiatry; Psychology; Coronavirus disease 2019 (COVID-19); Disease","score_opus":0.10518246312103134,"score_gpt":0.43989387154692156,"score_spread":0.3347114084258902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401518013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480296,0.000098650686,0.0000048979127,0.000269126,0.011729504,0.0018285891,0.00002147211,0.00014100673,0.0011038146],"genre_scores_gemma":[0.9875674,0.000021801721,5.625041e-7,0.000008578252,0.00017454155,0.00018562994,0.000016265094,0.000028270519,0.01199691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964179,0.00028169894,0.0010448026,0.0008375355,0.0008028751,0.0006151917],"domain_scores_gemma":[0.99868584,0.00011634204,0.00019055189,0.0007231082,0.00014796476,0.00013618334],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021183586,0.000264389,0.00032307464,0.00023955031,0.0017783509,0.000055798224,0.00017344892,0.00008510054,0.00082482584],"category_scores_gemma":[0.000119686025,0.00015649725,0.00025850887,0.0006439036,0.0001420993,0.00015766939,0.000089866735,0.0005148933,0.000052657888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007129476,0.000156275,0.9693586,0.00024278511,0.00019970948,0.00032840777,0.01888026,0.000030259656,0.0003888686,0.0000139726335,0.010242905,0.00008664635],"study_design_scores_gemma":[0.00031511864,0.00027446213,0.99439263,0.0007079238,0.00007021594,0.000012370353,0.0032190238,0.000005215648,0.00006612723,0.00016095964,0.0006089948,0.0001669692],"about_ca_topic_score_codex":0.0019835953,"about_ca_topic_score_gemma":0.0026103202,"teacher_disagreement_score":0.025034001,"about_ca_system_score_codex":0.0002976147,"about_ca_system_score_gemma":0.00018165828,"threshold_uncertainty_score":0.9995212},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4401691350","doi":"10.2139/ssrn.4915102","title":"Unemployment Insurance and Macro-Financial (In)Stability","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unemployment; Financial stability; Macro; Economics; Business; Actuarial science; Financial system; Macroeconomics; Computer science","score_opus":0.02610055873689478,"score_gpt":0.35823384398919406,"score_spread":0.3321332852522993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401691350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96791464,0.019936744,0.00015346309,0.009003664,0.0008434658,0.00028714063,0.000006385282,0.00006845352,0.0017860417],"genre_scores_gemma":[0.9813213,0.015936976,0.000009228955,0.0002130653,0.0004719381,0.000038848393,0.0000013092036,0.000020137626,0.001987231],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967955,0.00023273751,0.00043761192,0.00024863967,0.00019201201,0.0020935014],"domain_scores_gemma":[0.99953735,0.00017456987,0.00006191006,0.000106537336,0.000052104184,0.00006755481],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024363538,0.00015401744,0.00022544096,0.000109921864,0.00053447275,0.000018896237,0.000107626,0.000099710596,0.00006347992],"category_scores_gemma":[0.000105568375,0.000121392746,0.00006142011,0.00022357206,0.000062622545,0.00015650265,0.00008344384,0.0029292656,0.00004347528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007919892,0.00004143513,0.81947196,0.00012045798,0.00005527202,0.000015667367,0.0027751047,8.2694595e-7,0.00010171009,0.15186283,0.0007186473,0.024756894],"study_design_scores_gemma":[0.0013596171,0.00037704268,0.4158409,0.00053422136,0.000032422253,0.00006327535,0.0042962767,0.000044750213,0.000024699219,0.5191571,0.057925653,0.00034403786],"about_ca_topic_score_codex":0.00037128915,"about_ca_topic_score_gemma":0.013076839,"teacher_disagreement_score":0.40363106,"about_ca_system_score_codex":0.0010884285,"about_ca_system_score_gemma":0.0018737008,"threshold_uncertainty_score":0.999371},"labels":[],"label_agreement":null},{"id":"W4401711047","doi":"10.1177/00207020241276096","title":"Canada's instruments of national power suffer from crippling human resources vulnerabilities","year":2024,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Power (physics)","score_opus":0.024730926619287098,"score_gpt":0.4037826317836712,"score_spread":0.3790517051643841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401711047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92289114,0.0014603758,0.000086583284,0.067139246,0.0025192255,0.00005860224,0.0014429027,0.000007801412,0.0043941303],"genre_scores_gemma":[0.9942993,0.00009690618,0.00004900768,0.00272154,0.002289972,0.0000020505227,0.00002211932,0.000014101892,0.0005050251],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943385,0.00032560606,0.0017864484,0.0001852098,0.002974077,0.00039011758],"domain_scores_gemma":[0.99540806,0.000512374,0.0010549739,0.000114682836,0.0026313367,0.00027859976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088265014,0.00023474869,0.0006076118,0.00058600836,0.00050450664,0.00009212542,0.0007438076,0.00008844245,0.001288275],"category_scores_gemma":[0.0007366762,0.00018926761,0.00041629092,0.00079664093,0.00008585057,0.00029213785,0.00015057318,0.0007828825,0.0000014041395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002479129,0.00007889164,0.4675738,0.000045537996,0.023451213,0.00046610093,0.0015390925,0.0021708459,0.00013120583,0.008903349,0.49450076,0.00089132023],"study_design_scores_gemma":[0.0014959158,0.00014901778,0.47118497,0.00089230645,0.0014443127,0.00012389703,0.006912018,0.00021799232,0.00006114674,0.02568837,0.4913299,0.0005001404],"about_ca_topic_score_codex":0.9935623,"about_ca_topic_score_gemma":0.99664795,"teacher_disagreement_score":0.071408145,"about_ca_system_score_codex":0.0064544687,"about_ca_system_score_gemma":0.012946995,"threshold_uncertainty_score":0.99962467},"labels":[],"label_agreement":null},{"id":"W4401739663","doi":"10.2139/ssrn.4932230","title":"Intersectional Analysis of the Labour Market Impacts of COVID: The Triple-Whammy of Females, Children, and Lower Skill","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Economics; Psychology; Labour economics; Demographic economics; Medicine; Internal medicine","score_opus":0.013714287768897692,"score_gpt":0.3420277664731625,"score_spread":0.3283134787042648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401739663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836145,0.010649668,0.00012583713,0.004272898,0.00041558576,0.0002330805,0.00007714369,0.000009155977,0.00060212],"genre_scores_gemma":[0.99081695,0.0056930967,0.0000028891702,0.00011899698,0.0001455184,0.000004984376,0.0000033706258,0.000012162998,0.0032020493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978321,0.00042720014,0.0005634617,0.00013066365,0.0003027385,0.00074380403],"domain_scores_gemma":[0.9988559,0.00040877008,0.00037063757,0.00017547145,0.00014618666,0.000043025088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025688375,0.00012430202,0.00033997692,0.0002388051,0.0003861576,0.0000074584686,0.00022338846,0.00007274949,0.00033475063],"category_scores_gemma":[0.00019288837,0.000062720486,0.00029107966,0.00078921684,0.00017018156,0.00007255492,0.000121287136,0.0013329234,0.0000010238547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031464378,0.000100582365,0.9006634,0.00014339725,0.00924022,8.070959e-7,0.004733789,0.000015543172,0.00024693107,0.07727215,0.005348867,0.0019197015],"study_design_scores_gemma":[0.00063680415,0.00026945918,0.9721653,0.00024174417,0.0012500614,0.000027099542,0.0058867265,0.000051461855,0.000042259446,0.017693173,0.0016392317,0.000096698335],"about_ca_topic_score_codex":0.00066642417,"about_ca_topic_score_gemma":0.0061729434,"teacher_disagreement_score":0.0715019,"about_ca_system_score_codex":0.00025120116,"about_ca_system_score_gemma":0.0014113283,"threshold_uncertainty_score":0.5790963},"labels":[],"label_agreement":null},{"id":"W4401748988","doi":"10.1177/00469580241277426","title":"Corrigendum to “Wages or Legitimacy? A Qualitative Analysis of Home Care Worker Perspectives in Choosing Work Settings”","year":2024,"lang":"en","type":"erratum","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Institute of Health Services and Policy Research; Chung-Ang University","keywords":"Legitimacy; Work (physics); Care work; Qualitative research; Qualitative analysis; Sociology; Labour economics; Political science; Economics; Social science; Engineering; Law; Mechanical engineering","score_opus":0.06828040636410986,"score_gpt":0.44534059078197413,"score_spread":0.37706018441786426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401748988","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3568674,0.458055,0.00888698,0.07605255,0.09082821,0.0073914276,0.000519055,0.00024137799,0.0011580088],"genre_scores_gemma":[0.9630498,0.013828408,0.0005258396,0.0030570652,0.0020268424,0.000030198316,0.00022617525,0.00021885613,0.017036807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99466807,0.0016724938,0.0021321313,0.0003906623,0.00063298945,0.0005036559],"domain_scores_gemma":[0.99427307,0.00061243307,0.0022269606,0.00028093383,0.0024717974,0.00013481254],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002628204,0.00038551376,0.0014914249,0.0016109276,0.0010398146,0.000044171935,0.00029519663,0.0004491022,0.00009376343],"category_scores_gemma":[0.0014311816,0.0002450769,0.00014996067,0.0045899334,0.00012438229,0.00019309968,0.00033272174,0.0023557057,0.0000059537956],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014493748,0.00001936573,0.0098963585,0.0015091826,0.0002443308,0.000009161328,0.72926545,0.00003500076,0.0000021930314,0.00005144011,0.25457639,0.004246171],"study_design_scores_gemma":[0.0004543217,0.00042983636,0.044758167,0.01074696,0.0005508378,0.0000034064585,0.9073436,0.000006952082,0.000002090997,0.000038933817,0.035392746,0.00027214852],"about_ca_topic_score_codex":0.0002962149,"about_ca_topic_score_gemma":0.000817014,"teacher_disagreement_score":0.6061824,"about_ca_system_score_codex":0.0011572412,"about_ca_system_score_gemma":0.0023264855,"threshold_uncertainty_score":0.9999459},"labels":[],"label_agreement":null},{"id":"W4401784168","doi":"10.1093/oxfordhb/9780192870360.013.67","title":"Labour in the Time of Covid","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Internal medicine; Outbreak","score_opus":0.049766878127405705,"score_gpt":0.31044090334441,"score_spread":0.2606740252170043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401784168","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004082951,0.0002191321,0.000002753069,0.000515774,0.00019012656,0.0006635832,0.000283416,0.00006312015,0.9976538],"genre_scores_gemma":[0.00095680216,0.0003468709,0.0000065838904,0.00026059034,0.00010211423,0.0000024239407,0.000020939131,0.000026273283,0.9982774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989653,0.00009924034,0.00023665444,0.0002351089,0.00022239791,0.00024127486],"domain_scores_gemma":[0.99908346,0.00029384275,0.00017841667,0.0003250974,0.00007750566,0.00004167272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270609,0.00020665841,0.00035231002,0.0001563139,0.0002804263,0.0000045105876,0.00042531977,0.00031001895,0.00024480594],"category_scores_gemma":[0.000009025859,0.00016167117,0.00012849277,0.000012168844,0.00014154267,0.000028205173,0.00046160206,0.00078892586,0.000021192915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000631176,0.000005927082,0.00011628356,0.00045649117,0.000114878654,0.00007952765,0.005105127,3.7737442e-7,0.0000019489883,0.97604614,0.017814104,0.00019608875],"study_design_scores_gemma":[0.00032374292,0.000040287643,0.00008853859,0.00046694122,0.00012480203,4.3975385e-7,0.00080850394,0.0000018924303,0.0000010607052,0.007346982,0.9906511,0.0001457342],"about_ca_topic_score_codex":0.00030506676,"about_ca_topic_score_gemma":0.00026974423,"teacher_disagreement_score":0.972837,"about_ca_system_score_codex":0.000116432144,"about_ca_system_score_gemma":0.00012676611,"threshold_uncertainty_score":0.6592759},"labels":[],"label_agreement":null},{"id":"W4401810083","doi":"10.55016/ojs/sppp.v14i1.73817","title":"THE LABOUR FORCE PARTICIPATION RATE OF WOMEN WITH YOUNG CHILDREN","year":2021,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Demographic economics; Labour economics; Economics; Psychology","score_opus":0.050643186701816716,"score_gpt":0.3954729774451886,"score_spread":0.3448297907433719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401810083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7984145,0.00020205473,0.0001993365,0.18159671,0.00007201248,0.00058597064,0.00008046654,0.00007135653,0.018777562],"genre_scores_gemma":[0.9727843,0.00019953752,0.000040998202,0.0010380358,0.00028271228,0.0008755464,0.000042570664,0.00002053697,0.024715755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973463,0.00088390894,0.0006002738,0.00018354639,0.00026606294,0.0007199214],"domain_scores_gemma":[0.99626327,0.0007178396,0.0005479498,0.000904072,0.0013653378,0.00020155654],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022814204,0.00013183709,0.00023263702,0.000143119,0.0015888667,0.00005371255,0.0005193511,0.00006681917,0.00033824786],"category_scores_gemma":[0.004279211,0.00007171678,0.00005280507,0.0015761197,0.00028609153,0.00035657623,0.00024768602,0.00031974175,0.00005628256],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017985114,0.000076279604,0.4379189,0.000022608507,0.00025163012,3.7788823e-8,0.002690203,0.000003839437,0.0002436059,0.54532903,0.012798104,0.00064778054],"study_design_scores_gemma":[0.00047437128,0.000041195854,0.96239907,0.000020002211,0.000027472042,9.732703e-7,0.0027996397,0.0000055907913,0.00009153267,0.009969957,0.02409096,0.0000792175],"about_ca_topic_score_codex":0.0015061294,"about_ca_topic_score_gemma":0.0011927491,"teacher_disagreement_score":0.5353591,"about_ca_system_score_codex":0.00022678892,"about_ca_system_score_gemma":0.0019387366,"threshold_uncertainty_score":0.9997109},"labels":[],"label_agreement":null},{"id":"W4401832691","doi":"10.1111/gwao.13186","title":"Mental load at the intersection of migration, motherhood and work","year":2024,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Narrative; Sociology; Context (archaeology); Realm; Gender studies; Situated; Identity (music); Cognitive reframing; Social psychology; Psychology; Political science; Geography; Aesthetics; Art","score_opus":0.02554060584015204,"score_gpt":0.31440905444460443,"score_spread":0.2888684486044524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401832691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98900306,0.0027678467,0.00090711453,0.005706479,0.00056392606,0.00023902746,0.0000033322108,0.000057228775,0.00075197057],"genre_scores_gemma":[0.9958565,0.00038651095,0.0000151127415,0.00017401384,0.00011615362,0.0000069234375,0.00001949458,0.000013713837,0.0034115666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995126,0.00006207282,0.00014194805,0.00011488984,0.00008264303,0.00008585017],"domain_scores_gemma":[0.99976313,0.00005773271,0.00003623852,0.000058456888,0.000067280234,0.00001713124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013820633,0.00006210838,0.00006372329,0.000020349415,0.00046345918,0.00001154911,0.000020518199,0.00004758936,0.0002966258],"category_scores_gemma":[0.000025249565,0.00004053822,0.0000088996585,0.00033795662,0.000035718662,0.000052616917,0.00007059814,0.000073946205,0.000021075739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015151734,0.0000066715525,0.91005135,0.000070220434,0.00004644405,1.7573238e-7,0.04904672,9.439823e-7,0.00020447897,0.001147529,0.036614917,0.0027954169],"study_design_scores_gemma":[0.00032521726,0.000033344862,0.96415985,0.00019702563,0.000073080904,0.0000015513054,0.009535614,0.000015706466,0.00046373843,0.0011525906,0.02392237,0.00011991754],"about_ca_topic_score_codex":0.000024041534,"about_ca_topic_score_gemma":0.00013036246,"teacher_disagreement_score":0.05410851,"about_ca_system_score_codex":0.000069857924,"about_ca_system_score_gemma":0.00002450778,"threshold_uncertainty_score":0.35646003},"labels":[],"label_agreement":null},{"id":"W4401892087","doi":"10.1108/ebhrm-02-2024-0047","title":"Promoting employees’ retention and functional presenteeism through well-being oriented human resource management practices: the mediating role of work meaningfulness","year":2024,"lang":"en","type":"article","venue":"Evidence-based HRM a Global Forum for Empirical Scholarship","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Presenteeism; Human resource management; Work (physics); Psychology; Knowledge management; Business; Human resources; Resource (disambiguation); Process management; Social psychology; Absenteeism; Management; Computer science; Engineering","score_opus":0.14575303291703878,"score_gpt":0.44057535169012935,"score_spread":0.29482231877309056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401892087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91190034,0.0075224633,0.0026496544,0.0637444,0.0011106089,0.0043254904,0.000051238865,0.00053378224,0.008162031],"genre_scores_gemma":[0.99596477,0.00005281388,0.0006837203,0.0013692629,0.0004938225,0.00080256927,0.00008077283,0.000045937853,0.00050634483],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953205,0.001052877,0.0009869139,0.00077284785,0.0009769403,0.00088990806],"domain_scores_gemma":[0.9950972,0.0033285217,0.00070766,0.00039978212,0.00032161974,0.00014519035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003814312,0.0003475313,0.00039063094,0.00009210233,0.0027528882,0.00015048585,0.00034174506,0.00023605178,0.000069323236],"category_scores_gemma":[0.0027038353,0.00024674827,0.00023919069,0.0010772911,0.00020430663,0.0011122805,0.000497189,0.00088451547,0.000021406395],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006844354,0.00013822613,0.8975709,0.0019951472,0.00035610097,0.000011218518,0.004701742,0.000025561438,0.00010566686,0.07960983,0.009883574,0.004917606],"study_design_scores_gemma":[0.0035195576,0.0015139041,0.30246013,0.027177662,0.0015689371,0.000007789814,0.033933893,0.0012746869,0.0006292518,0.19693632,0.42972368,0.0012541711],"about_ca_topic_score_codex":0.00014123542,"about_ca_topic_score_gemma":0.00009355804,"teacher_disagreement_score":0.5951107,"about_ca_system_score_codex":0.00037560964,"about_ca_system_score_gemma":0.00013431144,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W4401921716","doi":"10.1192/j.eurpsy.2024.1141","title":"The opportunity for e-mental health to overcome stigma and discrimination","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stigma (botany); Psychology; Mental health; Psychiatry; Social stigma; Clinical psychology; Medicine; Family medicine","score_opus":0.06992064307027185,"score_gpt":0.42873293401470264,"score_spread":0.3588122909444308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401921716","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18951999,0.018189348,0.0010809121,0.7140505,0.016921526,0.002964588,0.00031807556,0.00046485712,0.056490265],"genre_scores_gemma":[0.916907,0.0015215244,0.0010876509,0.026245322,0.003402313,0.00019088056,0.00013951861,0.00014479828,0.050360955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880224,0.00032786166,0.0002729956,0.00020282454,0.00010234309,0.00029173403],"domain_scores_gemma":[0.99946755,0.00015673043,0.000049389477,0.00014849547,0.0000256355,0.00015219869],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011045773,0.00010236747,0.00009619428,0.0000436343,0.002189888,0.000034488316,0.00009504584,0.000015754835,0.00002523438],"category_scores_gemma":[0.000055823664,0.00006644872,0.000039027345,0.0000815078,0.00003221145,0.000062391984,0.00013075443,0.00017867425,0.00010726791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037656166,0.000021077336,0.013121297,0.00039854678,0.000031893745,5.010554e-7,0.016929466,7.344589e-8,0.000006028845,0.05005205,0.88674825,0.03265314],"study_design_scores_gemma":[0.00027065875,0.00018336841,0.12709196,0.0005900363,0.000008534736,7.1142176e-7,0.01062879,0.00001403275,1.9609547e-7,0.002523188,0.8585882,0.000100328994],"about_ca_topic_score_codex":0.000036666675,"about_ca_topic_score_gemma":0.00039231023,"teacher_disagreement_score":0.7273871,"about_ca_system_score_codex":0.00004889539,"about_ca_system_score_gemma":0.00013081584,"threshold_uncertainty_score":0.99910915},"labels":[],"label_agreement":null},{"id":"W4401935292","doi":"10.1093/socpro/spae040","title":"Racial-Ethnic Poverty Gaps in Later Life: A Role for Late Career Employment Quality?","year":2024,"lang":"en","type":"article","venue":"Social Problems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Poverty; Ethnic group; Context (archaeology); Demographic economics; Racism; White (mutation); Inequality; Political science; Sociology; Geography; Economic growth; Economics; Gender studies","score_opus":0.11883340168365807,"score_gpt":0.44389345020203913,"score_spread":0.32506004851838105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401935292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8342969,0.016638381,0.00022915551,0.09716832,0.0057398733,0.00847435,0.0005727336,0.0012621526,0.035618156],"genre_scores_gemma":[0.9660423,0.00023548804,0.000033128435,0.003419999,0.0013794116,0.001948376,0.00009146535,0.00008729658,0.026762562],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743545,0.00035505547,0.0007263769,0.00041029556,0.0002841763,0.0007886455],"domain_scores_gemma":[0.99920607,0.00033812426,0.00010737863,0.0001433741,0.00011389486,0.000091186856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282312,0.00023090806,0.00043427775,0.00011645966,0.00072897185,0.000028441005,0.00015211698,0.0002929632,0.0002761073],"category_scores_gemma":[0.00011606877,0.00019205592,0.00019726377,0.00031510898,0.000056548528,0.00016460948,0.00017881684,0.000535311,0.00025973184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043053593,0.00035363232,0.15915772,0.005391277,0.0008352445,0.000015390684,0.47391835,0.00003462613,0.0025654624,0.047624413,0.2857689,0.023904445],"study_design_scores_gemma":[0.003161296,0.00027022953,0.13133244,0.000931471,0.00013814334,1.472973e-7,0.008271367,0.00014288105,0.000048080597,0.10838136,0.74643457,0.00088800915],"about_ca_topic_score_codex":0.0009570379,"about_ca_topic_score_gemma":0.005978513,"teacher_disagreement_score":0.46564698,"about_ca_system_score_codex":0.00027463987,"about_ca_system_score_gemma":0.00025052586,"threshold_uncertainty_score":0.78318125},"labels":[],"label_agreement":null},{"id":"W4401967405","doi":"10.26689/pbes.v7i4.8075","title":"Layoff Factors Analysis: Evidence from 2021 China General Social Survey","year":2024,"lang":"en","type":"article","venue":"Proceedings of Business and Economic Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Layoff; Endogeneity; Instrumental variable; Multivariate probit model; Economics; Probit; Affect (linguistics); Ordered probit; Probit model; China; Demographic economics; Survey data collection; Work (physics); Labour economics; Econometrics; Political science; Psychology; Economic growth; Unemployment","score_opus":0.1271400856251298,"score_gpt":0.4015152662668965,"score_spread":0.2743751806417667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401967405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97993475,0.016090078,0.0000043471496,0.0021951247,0.0007484486,0.00016894996,0.00014171028,0.000047424503,0.0006691933],"genre_scores_gemma":[0.9879412,0.010269992,0.000024524492,0.00002682778,0.00069113256,0.00005148128,0.000017812192,0.000017158156,0.0009598722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869245,0.000019640554,0.00050022936,0.00040942436,0.00008653423,0.00029170772],"domain_scores_gemma":[0.9989922,0.00044852184,0.00019269469,0.000046383586,0.00028399559,0.000036219855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054508675,0.00021562412,0.000751115,0.00019212463,0.00066074636,0.000041218904,0.00011030101,0.0000858223,0.0001692095],"category_scores_gemma":[0.00021767184,0.00016525047,0.00009957478,0.00038365755,0.0001537053,0.00039096017,0.0003205603,0.0001526809,0.000019434563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031556472,0.000007969174,0.96967626,0.00039573314,0.002275129,3.1002716e-7,0.0142613165,0.000002815261,0.00007390563,0.00056075124,0.012204623,0.0005096417],"study_design_scores_gemma":[0.00012969134,0.000013583016,0.9906952,0.000297412,0.0005221046,4.552158e-8,0.0067365887,0.00010806277,0.00002124036,0.0005992677,0.00070572516,0.00017111482],"about_ca_topic_score_codex":0.0091556,"about_ca_topic_score_gemma":0.0017460013,"teacher_disagreement_score":0.021018915,"about_ca_system_score_codex":0.000096300326,"about_ca_system_score_gemma":0.000050859904,"threshold_uncertainty_score":0.99744254},"labels":[],"label_agreement":null},{"id":"W4402064604","doi":"10.1080/02673037.2024.2381779","title":"Live-in or locked-out: housing of migrant workers before and during COVID-19","year":2024,"lang":"en","type":"article","venue":"Housing Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Migrant workers; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Demographic economics; Political science; Socioeconomics; Sociology; Economic growth; Economics; Virology; Medicine; Outbreak","score_opus":0.10570423367872775,"score_gpt":0.44872518092615965,"score_spread":0.34302094724743193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402064604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723192,0.020511698,0.000027322074,0.0053165536,0.00081794505,0.00048409434,0.000013984144,0.00024320176,0.0002660313],"genre_scores_gemma":[0.9955998,0.0018485212,0.00017535486,0.0002847504,0.00023675396,0.00006069331,0.0000015723091,0.0000435318,0.0017490273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821144,0.00015715732,0.00054489897,0.00037155658,0.00020263136,0.00051231764],"domain_scores_gemma":[0.99885607,0.0007124882,0.00011558588,0.00016042822,0.00007577271,0.00007963433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051514234,0.0002361326,0.00054498,0.00025158274,0.0011754637,0.000014996316,0.00007463343,0.0000925185,0.000028241482],"category_scores_gemma":[0.00046056733,0.00016710804,0.000064963526,0.00033161696,0.0002916544,0.000106155094,0.00034935708,0.00032365142,0.00001567976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014895371,0.000025917334,0.8004861,0.004785341,0.0003161972,0.00016195643,0.18877332,0.000017656388,0.0000701692,0.000105621824,0.0034441466,0.0016646213],"study_design_scores_gemma":[0.0033947343,0.000378452,0.55908984,0.019648794,0.00047748382,0.0000109139955,0.38158458,0.00012679458,0.00008795946,0.0024102244,0.031856157,0.00093405],"about_ca_topic_score_codex":0.0011145925,"about_ca_topic_score_gemma":0.023853332,"teacher_disagreement_score":0.24139623,"about_ca_system_score_codex":0.0002866192,"about_ca_system_score_gemma":0.00017702141,"threshold_uncertainty_score":0.9939588},"labels":[],"label_agreement":null},{"id":"W4402091524","doi":"10.34172/ijhpm.8565","title":"Generating \"Différance\" or an Ontology That Is Same Old Same Old Comment on \"The Generative Mechanisms of Financial Strain and Financial Well-Being: A Critical Realist Analysis of Ideology and Difference\"","year":2024,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Ideology; Equity (law); Welfare state; Neoliberalism (international relations); Economics; Sociology; Social Welfare; Health equity; Finance; Health care; Political science; Economic growth; Political economy; Politics; Law","score_opus":0.08455584956084827,"score_gpt":0.44973487235067333,"score_spread":0.36517902278982506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402091524","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2607699,0.0007268478,0.007788649,0.72890955,0.0008625884,0.00044028024,0.00022115358,0.000009978577,0.00027102302],"genre_scores_gemma":[0.73585033,0.003378524,0.0015464359,0.25799996,0.00048139226,0.000036720638,0.000014232723,0.000011539241,0.00068086974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99775124,0.00049205805,0.0008954103,0.0002264539,0.00034606215,0.00028876343],"domain_scores_gemma":[0.99846786,0.00073236896,0.00043082793,0.0001039003,0.0001653383,0.00009972606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011694139,0.00016642679,0.00057077245,0.00053472375,0.00034819247,0.000022113318,0.00016334481,0.00008577134,0.00006477556],"category_scores_gemma":[0.00022541323,0.00010945575,0.00007877916,0.00016976785,0.00020011522,0.00007732699,0.00017991586,0.00030336698,3.1721945e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020655803,0.000094402625,0.0021120014,0.00033952488,0.00063035206,0.000036157704,0.012924385,0.00001365591,0.00005865116,0.9685025,0.0027995296,0.012282239],"study_design_scores_gemma":[0.0027930157,0.0032906318,0.21182057,0.002137671,0.0010123592,0.000041134543,0.008663429,0.0043051536,0.0001276931,0.74794436,0.01746788,0.00039611553],"about_ca_topic_score_codex":0.002892015,"about_ca_topic_score_gemma":0.0024310607,"teacher_disagreement_score":0.47508043,"about_ca_system_score_codex":0.0001227464,"about_ca_system_score_gemma":0.00017303086,"threshold_uncertainty_score":0.44634762},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4402102181","doi":"10.32920/26866459","title":"Municipal Service Delivery in Brampton: Identifying Health and Social Vulnerabilities for Immigrant Multigenerational Households in a Post-Pandemic Society","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Pandemic; Coronavirus disease 2019 (COVID-19); Service (business); Demographic economics; Business; Political science; Economic growth; Medicine; Economics; Marketing","score_opus":0.15271141167354677,"score_gpt":0.4375890641263569,"score_spread":0.28487765245281016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402102181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603289,0.0052687377,0.000052757976,0.029884066,0.0010494629,0.0025643983,0.00054121064,0.0001978134,0.000112663176],"genre_scores_gemma":[0.9795868,0.0018507632,0.0011325163,0.011555639,0.000848735,0.0022987302,0.00088582915,0.00008972667,0.0017512545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99642843,0.00048476792,0.0012252356,0.0007772389,0.00029339906,0.00079093064],"domain_scores_gemma":[0.99837327,0.00082545535,0.00024352274,0.00021158913,0.0002584162,0.000087727814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018842815,0.00041439474,0.0008231785,0.00018431644,0.0010514483,0.000055527737,0.00021135884,0.00064865634,0.0000537828],"category_scores_gemma":[0.00006532851,0.00038127086,0.00023462046,0.00017389283,0.00008920135,0.000105344356,0.0017412115,0.0020418058,0.000008062318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028596367,0.00017891184,0.1694753,0.019040596,0.00034529323,0.0000032855473,0.7929151,0.00023477338,0.00015523851,0.0041762413,0.011428,0.0017612798],"study_design_scores_gemma":[0.010287175,0.00031888005,0.19846267,0.0075017917,0.00019076717,0.0000036911158,0.6991308,0.026624454,0.000014548184,0.04478011,0.010164139,0.0025210234],"about_ca_topic_score_codex":0.07199295,"about_ca_topic_score_gemma":0.3553458,"teacher_disagreement_score":0.28335285,"about_ca_system_score_codex":0.0007362335,"about_ca_system_score_gemma":0.0014959755,"threshold_uncertainty_score":0.9998639},"labels":[],"label_agreement":null},{"id":"W4402102182","doi":"10.32920/26866459.v1","title":"Municipal Service Delivery in Brampton: Identifying Health and Social Vulnerabilities for Immigrant Multigenerational Households in a Post-Pandemic Society","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Immigration; Coronavirus disease 2019 (COVID-19); Service delivery framework; Business; Service (business); Economic growth; Political science; Criminology; Sociology; Medicine; Economics; Marketing; Law","score_opus":0.15271141167354677,"score_gpt":0.4375890641263569,"score_spread":0.28487765245281016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402102182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603289,0.0052687377,0.000052757976,0.029884066,0.0010494629,0.0025643983,0.00054121064,0.0001978134,0.000112663176],"genre_scores_gemma":[0.9795868,0.0018507632,0.0011325163,0.011555639,0.000848735,0.0022987302,0.00088582915,0.00008972667,0.0017512545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99642843,0.00048476792,0.0012252356,0.0007772389,0.00029339906,0.00079093064],"domain_scores_gemma":[0.99837327,0.00082545535,0.00024352274,0.00021158913,0.0002584162,0.000087727814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018842815,0.00041439474,0.0008231785,0.00018431644,0.0010514483,0.000055527737,0.00021135884,0.00064865634,0.0000537828],"category_scores_gemma":[0.00006532851,0.00038127086,0.00023462046,0.00017389283,0.00008920135,0.000105344356,0.0017412115,0.0020418058,0.000008062318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028596367,0.00017891184,0.1694753,0.019040596,0.00034529323,0.0000032855473,0.7929151,0.00023477338,0.00015523851,0.0041762413,0.011428,0.0017612798],"study_design_scores_gemma":[0.010287175,0.00031888005,0.19846267,0.0075017917,0.00019076717,0.0000036911158,0.6991308,0.026624454,0.000014548184,0.04478011,0.010164139,0.0025210234],"about_ca_topic_score_codex":0.07199295,"about_ca_topic_score_gemma":0.3553458,"teacher_disagreement_score":0.28335285,"about_ca_system_score_codex":0.0007362335,"about_ca_system_score_gemma":0.0014959755,"threshold_uncertainty_score":0.9998639},"labels":[],"label_agreement":null},{"id":"W4402255425","doi":"10.32920/26883376","title":"A Quantitative Study of Intersectionality on Social Categories, Occupational and Health-Related Factors Amongst Canadian Healthcare Workers","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersectionality; Health care; Environmental health; Social determinants of health; Psychology; Sociology; Political science; Medicine; Gender studies","score_opus":0.25035598531182723,"score_gpt":0.48694020239784314,"score_spread":0.2365842170860159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402255425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96196115,0.0004915514,0.0000024418193,0.028412754,0.0026885066,0.0025949492,0.0008837673,0.00012573627,0.00283915],"genre_scores_gemma":[0.99726003,0.000035500114,0.000013794068,0.0004814976,0.00012523597,0.0002870543,0.0005106968,0.000040450795,0.0012457619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963202,0.0008616975,0.0011829275,0.0006687748,0.00042706216,0.00053936226],"domain_scores_gemma":[0.9981657,0.00038126615,0.00054944586,0.00020697199,0.0004140094,0.00028257418],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00089391344,0.00039420874,0.00082168786,0.0004909193,0.0015444171,0.000018137962,0.00014546358,0.0004382086,0.00025040354],"category_scores_gemma":[0.000085471795,0.00032826766,0.00011256359,0.00031563683,0.00015438072,0.000033569762,0.0005515585,0.0021397697,0.000022501848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001501115,0.00012970668,0.83201474,0.0009935652,0.00065289706,0.000003609534,0.112222195,0.0000060901048,6.344368e-8,0.02106658,0.03256226,0.00019818378],"study_design_scores_gemma":[0.00039360148,0.00046115188,0.8085259,0.00044335908,0.000044653312,1.03611605e-7,0.18219846,0.000008580451,1.2081776e-7,0.007456271,0.00025921038,0.00020858283],"about_ca_topic_score_codex":0.93997085,"about_ca_topic_score_gemma":0.9569066,"teacher_disagreement_score":0.06997626,"about_ca_system_score_codex":0.001513998,"about_ca_system_score_gemma":0.003472547,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W4402255446","doi":"10.32920/26883376.v1","title":"A Quantitative Study of Intersectionality on Social Categories, Occupational and Health-Related Factors Amongst Canadian Healthcare Workers","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersectionality; Health care; Environmental health; Social determinants of health; Sociology; Political science; Medicine; Gender studies","score_opus":0.25035598531182723,"score_gpt":0.48694020239784314,"score_spread":0.2365842170860159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402255446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96196115,0.0004915514,0.0000024418193,0.028412754,0.0026885066,0.0025949492,0.0008837673,0.00012573627,0.00283915],"genre_scores_gemma":[0.99726003,0.000035500114,0.000013794068,0.0004814976,0.00012523597,0.0002870543,0.0005106968,0.000040450795,0.0012457619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963202,0.0008616975,0.0011829275,0.0006687748,0.00042706216,0.00053936226],"domain_scores_gemma":[0.9981657,0.00038126615,0.00054944586,0.00020697199,0.0004140094,0.00028257418],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00089391344,0.00039420874,0.00082168786,0.0004909193,0.0015444171,0.000018137962,0.00014546358,0.0004382086,0.00025040354],"category_scores_gemma":[0.000085471795,0.00032826766,0.00011256359,0.00031563683,0.00015438072,0.000033569762,0.0005515585,0.0021397697,0.000022501848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001501115,0.00012970668,0.83201474,0.0009935652,0.00065289706,0.000003609534,0.112222195,0.0000060901048,6.344368e-8,0.02106658,0.03256226,0.00019818378],"study_design_scores_gemma":[0.00039360148,0.00046115188,0.8085259,0.00044335908,0.000044653312,1.03611605e-7,0.18219846,0.000008580451,1.2081776e-7,0.007456271,0.00025921038,0.00020858283],"about_ca_topic_score_codex":0.93997085,"about_ca_topic_score_gemma":0.9569066,"teacher_disagreement_score":0.06997626,"about_ca_system_score_codex":0.001513998,"about_ca_system_score_gemma":0.003472547,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W4402372121","doi":"10.1016/b978-0-323-99967-0.00355-0","title":"Populations at Special Risk: Workers","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Special populations; Environmental health; Medicine; Psychology","score_opus":0.08792601273329094,"score_gpt":0.38602267900237114,"score_spread":0.2980966662690802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402372121","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021693422,0.00072106434,6.0664036e-7,0.00063401234,0.005220557,0.0013183078,0.00021708367,0.00014055886,0.9915309],"genre_scores_gemma":[0.0003210716,0.00030093102,0.0000714192,0.0002607936,0.010329726,0.00012860433,0.00010498994,0.00013383562,0.9883486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976387,0.000113732516,0.0007315934,0.0005212728,0.00039752293,0.0005971541],"domain_scores_gemma":[0.99735963,0.00017152147,0.0011059125,0.0010268763,0.000160883,0.00017518747],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039301574,0.0005075803,0.00074643164,0.00014213631,0.0050361506,0.000020258927,0.00039223806,0.0006717059,0.004888942],"category_scores_gemma":[0.000097507276,0.00044487944,0.0003585766,0.0000044964895,0.0002455411,0.000045714303,0.0006825426,0.0013372004,0.005061015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000553744,0.0000053239264,0.039346054,0.00010864446,0.00025248068,0.000021447011,0.0019635109,1.3215454e-7,2.7969594e-7,0.016246766,0.11419532,0.8278047],"study_design_scores_gemma":[0.00040915498,0.00002613372,0.012164462,0.00086372666,0.00026645896,6.5621623e-7,0.00004207512,1.8068431e-7,1.5376956e-7,0.030666182,0.9551336,0.00042720014],"about_ca_topic_score_codex":0.000019038225,"about_ca_topic_score_gemma":0.0053752717,"teacher_disagreement_score":0.84093827,"about_ca_system_score_codex":0.0003914889,"about_ca_system_score_gemma":0.000179823,"threshold_uncertainty_score":0.9998003},"labels":[],"label_agreement":null},{"id":"W4402418793","doi":"10.53379/cjcd.2024.397","title":"Happy but Exhausted: The Role of Passion in Explaining the Mitigated Psychological State of Health and Social Services Nonprofit Workers","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Career Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Passion; State (computer science); Psychology; Psychological health; Social psychology; Sociology; Public relations; Political science; Clinical psychology; Computer science","score_opus":0.05968314589287941,"score_gpt":0.35375976852475566,"score_spread":0.2940766226318762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402418793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769643,0.007141978,0.000009137731,0.014747437,0.0004060921,0.00026140435,0.000014406926,0.000004688802,0.00045054188],"genre_scores_gemma":[0.99881786,0.00013774488,0.00007185729,0.000747079,0.00005811377,0.000016102558,0.000004480005,0.000010775894,0.00013597404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981447,0.00031833674,0.0008159027,0.00010932364,0.00024450535,0.00036721706],"domain_scores_gemma":[0.9990493,0.00020157779,0.00032910233,0.00006976783,0.00019031034,0.00015991487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015511126,0.00011358124,0.0002941009,0.0001783418,0.00056044926,0.000014751639,0.0001991834,0.000065088905,0.00003167438],"category_scores_gemma":[0.000022933054,0.000061353356,0.000043828062,0.00023660365,0.00012121547,0.000059938688,0.000043715678,0.00047862568,0.0000016808169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006060012,0.00000941145,0.68426937,0.00038214997,0.00016302279,0.000029646215,0.23631799,0.000007653047,0.00003006861,0.0002825515,0.0036152385,0.07483229],"study_design_scores_gemma":[0.00039345943,0.000112241076,0.7868685,0.0027959992,0.000014245687,0.0000072287366,0.15804274,0.000014370779,0.000057208745,0.0005320611,0.051047225,0.000114682814],"about_ca_topic_score_codex":0.004683139,"about_ca_topic_score_gemma":0.03257492,"teacher_disagreement_score":0.10259917,"about_ca_system_score_codex":0.00017805469,"about_ca_system_score_gemma":0.0017958775,"threshold_uncertainty_score":0.98507804},"labels":[],"label_agreement":null},{"id":"W4402429816","doi":"10.1016/s2468-2667(24)00152-x","title":"The effect of economic downturn, financial hardship, unemployment, and relevant government responses on suicide","year":2024,"lang":"en","type":"review","venue":"The Lancet Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Unemployment; Recession; Government (linguistics); Economics; Coronavirus disease 2019 (COVID-19); Financial crisis; Demographic economics; Medicine; Labour economics; Economic growth; Keynesian economics; Internal medicine","score_opus":0.17034625030670533,"score_gpt":0.4808401566801715,"score_spread":0.3104939063734662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402429816","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068830966,0.91337246,6.68758e-7,0.07738736,0.0018951815,0.003274101,0.00074312,0.0001022668,0.0025365504],"genre_scores_gemma":[0.0003655712,0.989886,0.0000029256164,0.0014771402,0.0017165934,0.0010408013,0.000034175097,0.00007625718,0.005400524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908446,0.005442184,0.0014442557,0.0005348107,0.0004934324,0.001240722],"domain_scores_gemma":[0.9896807,0.008039142,0.001070599,0.0009886669,0.000029128432,0.00019173634],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011985041,0.0005581548,0.002608008,0.00008620712,0.001671701,0.000064008374,0.0006768811,0.0002533936,0.000036502992],"category_scores_gemma":[0.0013279564,0.00023474915,0.00031633157,0.00020548001,0.00025151076,0.000051945502,0.0005918088,0.0017014645,0.00023909166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002064317,0.0000140815,0.00087640504,0.023863252,0.00030915387,0.0000031100228,0.00068962085,8.33984e-8,2.0903288e-8,0.025200056,0.30425736,0.6445804],"study_design_scores_gemma":[0.0004571551,0.0007450686,0.00052776106,0.00985752,0.0002064155,0.0000029113974,0.00008596012,0.0000012784225,1.0881798e-7,0.0002739047,0.9876495,0.00019243221],"about_ca_topic_score_codex":0.0003627267,"about_ca_topic_score_gemma":0.0008168919,"teacher_disagreement_score":0.6833921,"about_ca_system_score_codex":0.0013032176,"about_ca_system_score_gemma":0.0019467026,"threshold_uncertainty_score":0.999628},"labels":[],"label_agreement":null},{"id":"W4402450023","doi":"10.30589/pgr.v8i3.877","title":"Adaptive Social Protection: A Systematic Literature Review and Research Agenda","year":2024,"lang":"en","type":"article","venue":"Policy & Governance Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Political science; Environmental planning; Geography; MEDLINE; Law","score_opus":0.21370522984812282,"score_gpt":0.5311437444826153,"score_spread":0.31743851463449246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402450023","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012101268,0.8597713,0.0000074319782,0.124963745,0.00014933839,0.004923393,0.00007627655,0.00009780665,0.00999858],"genre_scores_gemma":[0.0024579985,0.9692206,0.00001374247,0.008435688,0.001087372,0.0035451953,0.0000040532477,0.00003265724,0.015202731],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9962711,0.0016010765,0.0006970746,0.00038514016,0.0004947573,0.0005508997],"domain_scores_gemma":[0.998859,0.00025933838,0.00022118528,0.00026623646,0.00031643402,0.00007780966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002767123,0.00022310804,0.00091499015,0.0000642779,0.0009305811,0.000035299297,0.0001726423,0.000105451196,0.00013148306],"category_scores_gemma":[0.0014521618,0.0001507372,0.00015955289,0.0015669345,0.0000921274,0.0001940249,0.00023223268,0.0010729916,0.0005073383],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023162138,0.0000069148846,0.000009292935,0.78860545,0.000071463604,0.000013842014,0.0015237731,7.940335e-10,0.0000011200787,0.034766562,0.16824313,0.006756162],"study_design_scores_gemma":[0.00005112862,0.000030392755,0.00036024489,0.5927594,0.00015904539,0.000011133436,0.000048503283,9.80714e-7,1.6820785e-7,0.00050549564,0.4059731,0.000100400066],"about_ca_topic_score_codex":0.0003235775,"about_ca_topic_score_gemma":0.000053300337,"teacher_disagreement_score":0.23773,"about_ca_system_score_codex":0.00036525313,"about_ca_system_score_gemma":0.00033265963,"threshold_uncertainty_score":0.71573716},"labels":[],"label_agreement":null},{"id":"W4402511332","doi":"10.3233/wor-230315","title":"Occupational pressures of frontline workers enforcing COVID-19 pandemic measures in Ontario and Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; University of Waterloo","funders":"","keywords":"Pandemic; Enforcement; Coronavirus disease 2019 (COVID-19); Occupational safety and health; Public health; Business; Work (physics); Situational ethics; Psychological intervention; Environmental health; Public relations; Nursing; Medicine; Psychology; Political science; Engineering; Social psychology","score_opus":0.08950359998679082,"score_gpt":0.38623154990123876,"score_spread":0.29672794991444795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402511332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809534,0.009864356,0.00018572148,0.004368079,0.0009591497,0.00046982002,0.000020221329,0.00007085003,0.0031084232],"genre_scores_gemma":[0.985506,0.00007466789,0.000044549182,0.00064801873,0.00008968855,0.000051307936,0.000027086355,0.000009737062,0.013548933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998979,0.00010744288,0.00031766444,0.00016531737,0.00020849833,0.000222078],"domain_scores_gemma":[0.9990753,0.0006631155,0.000056850884,0.00008735727,0.000037192403,0.000080208025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036034596,0.00009855932,0.00019266352,0.000069095775,0.00020432152,0.0000060077996,0.000060785227,0.000072144394,0.00045347572],"category_scores_gemma":[0.00018456059,0.000081194434,0.000018745008,0.00015114807,0.00004087666,0.00004734768,0.00006206102,0.00033853835,0.0000023698774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009455824,0.0000041639773,0.9187281,0.00011344311,0.000046673667,0.0000060573307,0.0053631105,0.0001173734,0.0000033511483,0.00019894131,0.07448382,0.0008404203],"study_design_scores_gemma":[0.00022059547,0.0000043391765,0.69151807,0.0003207903,0.000015529933,1.3587425e-7,0.0008294004,0.000005234634,5.149675e-7,0.00017928155,0.30684137,0.00006476009],"about_ca_topic_score_codex":0.99614304,"about_ca_topic_score_gemma":0.9999629,"teacher_disagreement_score":0.23235755,"about_ca_system_score_codex":0.000739328,"about_ca_system_score_gemma":0.0040244916,"threshold_uncertainty_score":0.7139275},"labels":[],"label_agreement":null},{"id":"W4402553121","doi":"10.1093/slr/hmae042","title":"Four Years of Anti-COVID-19 Regulations in Greece: Overview of the Legislative and Regulatory Process and of an Exemplary Administrative Codification","year":2024,"lang":"en","type":"article","venue":"Statute Law Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Legislature; Legislative process; Coronavirus disease 2019 (COVID-19); Process (computing); Political science; Public administration; Business; Law; Medicine; Computer science","score_opus":0.19679319623347,"score_gpt":0.4943666261211237,"score_spread":0.2975734298876537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402553121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6860766,0.29751235,0.000021498343,0.0076426067,0.00017220747,0.0035182005,0.0007580704,0.00003493863,0.0042635365],"genre_scores_gemma":[0.94169843,0.05744861,0.000076465614,0.00046597293,0.0000159916,0.000088272885,0.000021114005,0.000012293827,0.00017286978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99836385,0.00047186192,0.0006113646,0.00020671473,0.00022062803,0.00012557035],"domain_scores_gemma":[0.9988773,0.00034023702,0.0003298618,0.0002473382,0.00015490127,0.000050357474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009692174,0.000104460516,0.00043372528,0.00004603426,0.00012663139,0.0000028275158,0.00008940804,0.000057699708,0.000023018243],"category_scores_gemma":[0.00020413577,0.00007570567,0.00004490269,0.00038023587,0.00033838607,0.00018856586,0.00007011397,0.00016586526,3.9723605e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006150383,0.00015054732,0.047632147,0.1582745,0.00021495007,0.000008595495,0.03998865,0.0000040325076,0.0003165294,0.7325849,0.0031466198,0.017617019],"study_design_scores_gemma":[0.00082277146,0.00022569831,0.75251836,0.04437566,0.0003559883,0.0000061911055,0.0018036588,0.00004589862,0.000101093894,0.017894734,0.18156396,0.00028598748],"about_ca_topic_score_codex":0.00043060267,"about_ca_topic_score_gemma":0.0012288901,"teacher_disagreement_score":0.7146902,"about_ca_system_score_codex":0.000035064822,"about_ca_system_score_gemma":0.0004555079,"threshold_uncertainty_score":0.30871877},"labels":[],"label_agreement":null},{"id":"W4402567397","doi":"10.20955/wp.2024.025","title":"Mismatch Unemployment During COVID-19 and the Post-Pandemic Labor Shortages","year":2024,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Unemployment; Coronavirus disease 2019 (COVID-19); Economic shortage; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Economics; Labour economics; Virology; Economic growth; Biology; Medicine; Government (linguistics); Outbreak; Internal medicine","score_opus":0.08964716315582225,"score_gpt":0.4529930682617035,"score_spread":0.3633459051058813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402567397","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34409285,0.06964343,0.0000094115485,0.24431542,0.008127287,0.006245585,0.00073368615,0.0018401963,0.32499215],"genre_scores_gemma":[0.101572074,0.062704675,0.000022546901,0.011319216,0.0020092046,0.0016777902,0.00020251432,0.00020375068,0.82028824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614,0.00045178915,0.0010534037,0.0007218366,0.0008837697,0.000749222],"domain_scores_gemma":[0.9969396,0.0014578534,0.00032319597,0.000565319,0.00043595786,0.00027809618],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023811983,0.0005437843,0.0009680848,0.0001915972,0.0017563674,0.000045390374,0.00028923445,0.0005592407,0.0014414003],"category_scores_gemma":[0.0010187168,0.0002927844,0.00021409773,0.00021216513,0.00031206376,0.00005133808,0.0009868789,0.0016345764,0.00025468704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019177631,0.00002833473,0.39826137,0.01045495,0.0011452244,0.0001265811,0.011355416,0.0000010889813,0.000024923618,0.005471529,0.5724623,0.00047652386],"study_design_scores_gemma":[0.0017527357,0.00004330223,0.026305053,0.0010134553,0.0006622284,0.000032252618,0.007910626,0.0000017823214,0.000004672286,0.0021985457,0.9595322,0.00054316985],"about_ca_topic_score_codex":0.00935225,"about_ca_topic_score_gemma":0.0058749965,"teacher_disagreement_score":0.4952961,"about_ca_system_score_codex":0.0007339388,"about_ca_system_score_gemma":0.0026594033,"threshold_uncertainty_score":0.99995244},"labels":[],"label_agreement":null},{"id":"W4402567593","doi":"10.1016/j.jrurstud.2024.103410","title":"A comparison of the mental health impacts and resilience of healthcare workers in rural Manitoba during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Rural Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Victoria; Brandon University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Psychological resilience; Mental healthcare; Geography; Psychology; Economic growth; Medicine; Virology; Psychiatry; Economics; Social psychology; Outbreak","score_opus":0.12309231741454622,"score_gpt":0.4978417699487263,"score_spread":0.37474945253418007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402567593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8191868,0.10627869,8.570684e-7,0.073565565,0.00056195183,0.0003715818,0.000015804328,0.000008127737,0.000010615991],"genre_scores_gemma":[0.9816762,0.017586824,0.000007690566,0.00051468547,0.00011739322,0.00000816481,2.9864586e-7,0.000008020418,0.000080680875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762887,0.0005446226,0.0010453623,0.00007513939,0.0003745781,0.0003314188],"domain_scores_gemma":[0.99823785,0.00072555896,0.0007296274,0.00009464714,0.00011906637,0.00009322733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013165264,0.00013822323,0.00059437257,0.000106231084,0.00087304605,0.0000065362724,0.00018812019,0.000044158012,0.0000041505878],"category_scores_gemma":[0.00031547592,0.00006497491,0.0001057258,0.00030858413,0.00031937464,0.00010706424,0.00027564963,0.00063615397,5.538139e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017164901,0.000018469837,0.93008345,0.0014478363,0.00014147283,0.0000014627301,0.060003523,0.000012174292,0.00013468711,0.00008505128,0.007089496,0.0008107416],"study_design_scores_gemma":[0.0004889861,0.00018105864,0.6540312,0.0030027016,0.000018322396,0.000015863952,0.34128684,0.0000047069934,0.000011364625,0.00022919978,0.0006835674,0.000046177352],"about_ca_topic_score_codex":0.004565478,"about_ca_topic_score_gemma":0.02178216,"teacher_disagreement_score":0.28128332,"about_ca_system_score_codex":0.0005971491,"about_ca_system_score_gemma":0.00030666898,"threshold_uncertainty_score":0.99606776},"labels":[],"label_agreement":null},{"id":"W4402614959","doi":"10.1108/ijm-11-2022-0521","title":"Intersectional analysis of the labour market impacts of COVID on women with young children and in low-skilled jobs","year":2024,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Memorial University of Newfoundland","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Differential (mechanical device); Demographic economics; Labour economics; Economics; Originality; Margin (machine learning); Intersectionality; Shock (circulatory); 2019-20 coronavirus outbreak; Psychology; Sociology; Medicine; Gender studies; Social psychology","score_opus":0.00946573314937962,"score_gpt":0.3479184909146324,"score_spread":0.3384527577652528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402614959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941392,0.00015877369,0.000025039395,0.0031930574,0.0007980332,0.00010847801,0.00007802116,0.000004126252,0.0014952908],"genre_scores_gemma":[0.9984744,0.00014512918,0.0000125295865,0.00027553935,0.00012289132,0.000004549215,0.000002481119,0.000008308601,0.00095414545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858785,0.00015245509,0.00053110917,0.0000978552,0.0004990221,0.00013171446],"domain_scores_gemma":[0.9988532,0.0003379097,0.0003597159,0.000076083736,0.00032710828,0.000045987945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007192398,0.000092426824,0.0002686346,0.0006260888,0.00004918597,0.000011014867,0.00020439702,0.0000443762,0.0009425871],"category_scores_gemma":[0.00016448922,0.00005181713,0.000098738084,0.00034972536,0.00007262059,0.00010970295,0.00009586257,0.0003263501,0.0000014249925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012997049,0.00010066834,0.9854746,0.000040296607,0.003434992,0.000017265591,0.00605821,0.00011505552,0.000093709976,0.0008513397,0.0023706343,0.00014353894],"study_design_scores_gemma":[0.00081080216,0.00014663576,0.9961742,0.00078364246,0.0001061132,0.000012916286,0.0011727652,0.000041360145,0.000026752848,0.0002817755,0.00039298498,0.000050014474],"about_ca_topic_score_codex":0.00020982226,"about_ca_topic_score_gemma":0.0006798822,"teacher_disagreement_score":0.010699653,"about_ca_system_score_codex":0.00021937145,"about_ca_system_score_gemma":0.0001414075,"threshold_uncertainty_score":0.9999707},"labels":[],"label_agreement":null},{"id":"W4402716550","doi":"10.3390/ijerph21091217","title":"Exploring the Connection between Social Housing and Employment: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council; Mitacs","keywords":"Psychological intervention; Public housing; Neighbourhood (mathematics); Intervention (counseling); Social determinants of health; Quality of life (healthcare); Affordable housing; Sociology; Health care; Psychology; Economic growth; Business; Public economics; Public relations; Political science; Economics","score_opus":0.6276781692366132,"score_gpt":0.5897077174165205,"score_spread":0.03797045182009273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402716550","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009164641,0.9704251,0.000008679152,0.026591353,0.00070740376,0.001133997,0.00008473447,0.000010114793,0.00012211628],"genre_scores_gemma":[0.0011282817,0.99584025,0.000007895757,0.00045173863,0.0022218667,0.00013297514,0.000033164262,0.00003713489,0.00014668527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950359,0.0016541478,0.0013093218,0.0002549515,0.0011742555,0.0005714473],"domain_scores_gemma":[0.9975382,0.001315671,0.0006725763,0.0000957059,0.000105377454,0.00027248394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067779743,0.00022109349,0.00095612864,0.00045570332,0.0012850115,0.0001107628,0.00033765324,0.000086742664,0.000081781815],"category_scores_gemma":[0.00032645138,0.0001340276,0.00016840677,0.00019527756,0.00026775026,0.00036078162,0.0006740095,0.0019749047,0.000029081613],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044931326,0.000034151773,0.0003689135,0.022228815,0.00035451335,0.0000118064745,0.0008620457,1.7381496e-9,4.0426485e-8,0.00022289032,0.0022991127,0.9736132],"study_design_scores_gemma":[0.00016772895,0.00017511265,0.0007150778,0.18539113,0.000085940126,0.000029396335,0.0009698915,9.378355e-8,1.3317927e-8,0.00017730022,0.81219316,0.00009518409],"about_ca_topic_score_codex":0.00008818415,"about_ca_topic_score_gemma":0.000047304668,"teacher_disagreement_score":0.973518,"about_ca_system_score_codex":0.00093571196,"about_ca_system_score_gemma":0.000909595,"threshold_uncertainty_score":0.98833996},"labels":[],"label_agreement":null},{"id":"W4402734682","doi":"10.1016/j.glt.2024.09.002","title":"Interaction effects of mental health disorders and labour productivity on economic growth in Africa","year":2024,"lang":"en","type":"article","venue":"Global Transitions","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Productivity; Mental health; Economics; Labour economics; Development economics; Economic growth; Psychology; Psychiatry","score_opus":0.019462403341847113,"score_gpt":0.35988970833225353,"score_spread":0.3404273049904064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402734682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346186,0.001019906,0.00009054942,0.05555558,0.0011728464,0.00087544625,0.00041188108,0.00008260427,0.0061726156],"genre_scores_gemma":[0.99908334,0.0005458743,0.000019327555,0.00011682186,0.000057565798,0.000072308976,0.000018198452,0.0000058877786,0.00008064663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991969,0.00016792763,0.0001905489,0.00019023057,0.000053965818,0.00020044851],"domain_scores_gemma":[0.99976873,0.000097069205,0.000029989415,0.000056479672,0.00000917816,0.00003852704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014757723,0.00008542779,0.00015153736,0.000066206005,0.00022808979,0.000004541687,0.000025362087,0.00003514735,0.000021542404],"category_scores_gemma":[0.000012269622,0.00007835389,0.000033615375,0.00013496107,0.000042044037,0.000114400995,0.000014174942,0.00016030869,0.00002445467],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058703887,0.0013730598,0.18131264,0.010245215,0.00045157498,0.000010905435,0.08517754,0.000068859335,0.00043165407,0.62249064,0.06050257,0.03734831],"study_design_scores_gemma":[0.0021352463,0.0009811333,0.919518,0.003142193,0.000048073704,0.000003030298,0.0056448136,0.00014199044,0.00007714732,0.03390952,0.034046352,0.00035253112],"about_ca_topic_score_codex":0.0010820713,"about_ca_topic_score_gemma":0.0038795846,"teacher_disagreement_score":0.7382053,"about_ca_system_score_codex":0.00026587554,"about_ca_system_score_gemma":0.000073221025,"threshold_uncertainty_score":0.3195179},"labels":[],"label_agreement":null},{"id":"W4402745438","doi":"10.3138/jmvfh-0718-0029","title":"Réflexion sur l’article le plus populaire du JMVFH en 2017 : « Vivre auprès de vétérans atteints de TSPT : une étude qualitative des expériences des partenaires féminines de vétérans britanniques »","year":2024,"lang":"fr","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.08622903644461902,"score_gpt":0.4224746412960352,"score_spread":0.3362456048514162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402745438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6755131,0.25578234,0.0020131306,0.06515406,0.0007640053,0.00038806608,0.00011847346,0.00007113937,0.0001956816],"genre_scores_gemma":[0.86225164,0.12920703,0.003800595,0.003015986,0.0010267743,0.000031721025,0.00000833051,0.00006369321,0.0005942556],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9908561,0.004688701,0.001785295,0.0005028125,0.0005052493,0.0016618447],"domain_scores_gemma":[0.99599624,0.0019688662,0.00037723954,0.00024750922,0.00041661382,0.0009935418],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0066058133,0.0005449912,0.0011307873,0.00030257303,0.0023760442,0.000060393224,0.00036773522,0.00035080113,0.000045107245],"category_scores_gemma":[0.0005226458,0.00047010157,0.00037402092,0.00044021726,0.0011356903,0.0011910012,0.0001232211,0.0012484491,0.000012268755],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010193645,0.00042786874,0.067439176,0.0050696116,0.00045711617,0.0006316138,0.83603925,0.00007178064,0.0005734094,0.0013577727,0.029579068,0.057333954],"study_design_scores_gemma":[0.002338814,0.003752086,0.5748112,0.013152981,0.00022386224,0.00048024976,0.36450195,0.0013819777,0.00004752195,0.03440547,0.004356735,0.0005471234],"about_ca_topic_score_codex":0.076619335,"about_ca_topic_score_gemma":0.041508548,"teacher_disagreement_score":0.507372,"about_ca_system_score_codex":0.0013199479,"about_ca_system_score_gemma":0.0029930375,"threshold_uncertainty_score":0.99977505},"labels":[],"label_agreement":null},{"id":"W4402768476","doi":"10.2139/ssrn.4964389","title":"Health Inequality and Economic Disparities by Race, Ethnicity, and Gender","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Race (biology); Ethnic group; Health equity; Inequality; Demographic economics; Race and health; Political science; Sociology; Development economics; Economics; Gender studies; Economic growth; Health care; Mathematics; Anthropology","score_opus":0.049583368149735005,"score_gpt":0.4103886385417478,"score_spread":0.36080527039201277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402768476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7965649,0.15229347,0.0007487272,0.048381254,0.0005746996,0.00025646083,0.00003563909,0.0000848024,0.0010600953],"genre_scores_gemma":[0.8879795,0.107270546,0.000007332842,0.0008226754,0.00035309957,0.0000136851795,0.000006333344,0.000022272476,0.003524574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99721354,0.00037300435,0.00040391297,0.00022044501,0.000106218184,0.0016828668],"domain_scores_gemma":[0.99945945,0.00023837073,0.000077187615,0.00008160281,0.000021618256,0.00012179599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028526133,0.00014911691,0.00028696432,0.000072358154,0.0010253825,0.00004231848,0.00007142458,0.00008331106,0.00004383784],"category_scores_gemma":[0.000026743899,0.00011862736,0.00003938028,0.000045823544,0.000080906466,0.00018864092,0.000121274235,0.002153316,0.00002414032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052899883,0.000026670383,0.38071117,0.0005524007,0.0004492711,0.000002141605,0.005681458,6.37576e-7,0.0000275066,0.52518237,0.0666242,0.020689303],"study_design_scores_gemma":[0.0014748718,0.00055152824,0.103239015,0.0002770046,0.00009109228,0.00013536643,0.011732197,0.00012620092,0.0000041349076,0.79532844,0.0865431,0.0004970533],"about_ca_topic_score_codex":0.0015232366,"about_ca_topic_score_gemma":0.005678754,"teacher_disagreement_score":0.27747214,"about_ca_system_score_codex":0.00081788277,"about_ca_system_score_gemma":0.0015312928,"threshold_uncertainty_score":0.93552065},"labels":[],"label_agreement":null},{"id":"W4402774908","doi":"10.54648/leie2024013","title":"Factfinding Jurisdiction: A Review of the Determination from the First USMCA Rapid Response Labor Mechanism Panel","year":2024,"lang":"en","type":"review","venue":"Legal Issues of Economic Integration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Jurisdiction; Economics; Panel data; Political science; Law; Econometrics; Philosophy; Epistemology","score_opus":0.10688295041248012,"score_gpt":0.43371392674306425,"score_spread":0.3268309763305841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402774908","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001918621,0.9842276,0.000015118366,0.00893091,0.0028799274,0.0021503642,0.00061789673,0.00004042808,0.0009458861],"genre_scores_gemma":[0.00071409723,0.9939831,0.000042131378,0.00042127856,0.0006566387,0.00044196742,0.0001649424,0.00004653192,0.0035292984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965946,0.0010656285,0.0016168631,0.0003487934,0.00016604575,0.00020804598],"domain_scores_gemma":[0.99649954,0.0012725018,0.0014712476,0.00058820273,0.00014864787,0.000019836496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016020284,0.00036357786,0.001307233,0.00011272205,0.00048292457,0.000023987921,0.00048223344,0.00031778426,0.00039759016],"category_scores_gemma":[0.0004165766,0.00018785629,0.00056046573,0.00017875085,0.00008494464,0.00019505802,0.00021848202,0.00076396734,0.000226305],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002474647,0.00008492931,0.00009718508,0.16301806,0.0013877063,0.00000439903,0.01895283,4.705049e-7,0.000014254215,0.11760101,0.16855937,0.53003234],"study_design_scores_gemma":[0.000077222365,0.00006349024,0.00004652249,0.13972412,0.000994357,8.6043207e-7,0.00040821408,0.000013485973,0.000017443697,0.0008196858,0.8576943,0.00014026558],"about_ca_topic_score_codex":0.0012644866,"about_ca_topic_score_gemma":0.0013173887,"teacher_disagreement_score":0.68913496,"about_ca_system_score_codex":0.00044569458,"about_ca_system_score_gemma":0.0004218862,"threshold_uncertainty_score":0.76605576},"labels":[],"label_agreement":null},{"id":"W4402799885","doi":"10.2139/ssrn.4965717","title":"Mismatch Unemployment During Covid-19 and the Post-Pandemic Labor Shortages","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; Government of Canada","funders":"","keywords":"Unemployment; Coronavirus disease 2019 (COVID-19); Pandemic; Economic shortage; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Labour economics; Economics; Demographic economics; Economic growth; Medicine; Virology; Government (linguistics); Outbreak","score_opus":0.03015490098182822,"score_gpt":0.3875124804167536,"score_spread":0.3573575794349254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402799885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79308015,0.07732917,0.000047864898,0.12525475,0.0017704603,0.00133343,0.000063179024,0.00023895007,0.0008820414],"genre_scores_gemma":[0.8535562,0.114357024,0.000009714055,0.0029804355,0.0018494667,0.00033970465,0.000025627494,0.00010864933,0.026773179],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99360204,0.0009824847,0.000985339,0.0006038023,0.000528785,0.0032975406],"domain_scores_gemma":[0.9978794,0.0006794742,0.0005018329,0.00044332648,0.0002211364,0.000274838],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005480475,0.0005355469,0.0007641186,0.00023089148,0.0028124533,0.00009671842,0.00057214714,0.0004512367,0.00013636897],"category_scores_gemma":[0.00044840865,0.00032822008,0.0002957229,0.00016417186,0.00026759543,0.000054363965,0.0020572662,0.01462228,0.00008442791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022824213,0.00013262237,0.48818502,0.005417803,0.007303703,0.00011440247,0.055803314,0.00015216372,0.00016836014,0.4233356,0.01281028,0.0042942893],"study_design_scores_gemma":[0.004515264,0.0001678016,0.010731821,0.00095922756,0.0008802316,0.0002717014,0.032669246,0.000029061845,0.0000046974105,0.93154246,0.017519427,0.0007090389],"about_ca_topic_score_codex":0.0017127489,"about_ca_topic_score_gemma":0.009588607,"teacher_disagreement_score":0.50820684,"about_ca_system_score_codex":0.0029898372,"about_ca_system_score_gemma":0.010691427,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W4402876710","doi":"10.1111/emre.12679","title":"Caring organizational cultures and the future of work","year":2024,"lang":"en","type":"article","venue":"European Management Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Work (physics); Organizational culture; Sociology; Knowledge management; Psychology; Public relations; Political science; Computer science; Engineering","score_opus":0.024836257289064426,"score_gpt":0.3585608605953649,"score_spread":0.3337246033063005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402876710","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021187247,0.6723983,0.000051920284,0.024086712,0.0004539652,0.0007992681,0.0000017679873,0.00007572612,0.3019204],"genre_scores_gemma":[0.032015633,0.92708045,0.00015274817,0.0054502366,0.0007944492,0.000038362552,0.000017934164,0.00003521679,0.034414947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989577,0.0004322539,0.00026027494,0.0001287241,0.00011819925,0.000102873295],"domain_scores_gemma":[0.9996837,0.00006998201,0.000056490393,0.00013955326,0.000034361954,0.000015910622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008743299,0.00008101813,0.00015813066,0.000021409094,0.0002482054,0.000010027798,0.00011372611,0.0000079969695,0.0002776808],"category_scores_gemma":[0.000019425037,0.000040949824,0.00003966324,0.00027322484,0.000046999026,0.000030013995,0.0003154735,0.00012913413,0.00019793228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055798214,0.000005535548,0.0057862718,0.016317619,0.00019814626,0.000012847592,0.0014340965,2.494536e-7,2.9398987e-7,0.42746872,0.49589616,0.052874487],"study_design_scores_gemma":[0.00015099526,0.0000030082945,0.01663654,0.0078032427,0.00015020119,2.1828741e-7,0.00030328427,4.575382e-7,5.4855324e-8,0.0003178324,0.9745877,0.000046480603],"about_ca_topic_score_codex":0.0000019129516,"about_ca_topic_score_gemma":0.0000019440001,"teacher_disagreement_score":0.47869152,"about_ca_system_score_codex":0.000009153392,"about_ca_system_score_gemma":0.0000040932755,"threshold_uncertainty_score":0.304041},"labels":[],"label_agreement":null},{"id":"W4402960918","doi":"10.1080/13691058.2024.2408349","title":"‘How can you worry about employment and survival at the same time?’: employment and mental health among precariously employed cisgender and transgender sexual minority adult men in Toronto, Canada","year":2024,"lang":"en","type":"article","venue":"Culture Health & Sexuality","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Institute for Work and Health","keywords":"Worry; Transgender; Mental health; Psychology; Gerontology; Medicine; Psychiatry; Gender studies; Sociology; Anxiety","score_opus":0.034724783251138674,"score_gpt":0.3636197343455826,"score_spread":0.3288949510944439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402960918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8201119,0.051079176,0.000010252168,0.12068768,0.001285173,0.0041891118,0.0014509375,0.0002097711,0.0009760432],"genre_scores_gemma":[0.9345429,0.0074238842,0.00006255841,0.011616944,0.0007189742,0.0007319849,0.00065984536,0.0001248665,0.044118054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99314725,0.0019429725,0.0012012824,0.0012961715,0.0008508015,0.0015615467],"domain_scores_gemma":[0.99790704,0.00030903282,0.0003156653,0.00049630494,0.00013612986,0.00083584915],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020414486,0.0007095949,0.0010880484,0.000055626933,0.0026116972,0.000121334415,0.00020634114,0.00028509967,0.00011154786],"category_scores_gemma":[0.000052990075,0.00049550575,0.000054672026,0.00022646715,0.00033867254,0.00027944587,0.0004140976,0.0010224197,0.0000020394252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019943708,0.00014680327,0.63257116,0.002697174,0.00035864444,0.000014552024,0.19088249,5.995703e-7,0.000038990947,0.00073372567,0.15604633,0.016310105],"study_design_scores_gemma":[0.0020737161,0.0005059685,0.82458484,0.00032969104,0.000050377515,0.000012159436,0.0706759,0.000057393812,0.0000036905303,0.00011756687,0.100899935,0.00068876665],"about_ca_topic_score_codex":0.9275686,"about_ca_topic_score_gemma":0.9948634,"teacher_disagreement_score":0.19201367,"about_ca_system_score_codex":0.004663908,"about_ca_system_score_gemma":0.0014996729,"threshold_uncertainty_score":0.99974966},"labels":[],"label_agreement":null},{"id":"W4403001237","doi":"10.1016/j.socscimed.2024.117371","title":"A triple trust penalty? The majority-minority gap in subjective wellbeing","year":2024,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social psychology; Sociology; Demographic economics; Political science; Economics","score_opus":0.06359413478210647,"score_gpt":0.43674601980232114,"score_spread":0.3731518850202147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403001237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67164844,0.0013423269,0.000027495806,0.06931461,0.0037009863,0.00080156064,0.000005513258,0.00012544123,0.25303364],"genre_scores_gemma":[0.9912562,0.00008837938,0.0000018844897,0.0010839418,0.0022247247,0.00008790146,0.0000017957748,0.0000073863625,0.005247798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775547,0.00026190415,0.0003391398,0.0003450911,0.0006507466,0.00064763316],"domain_scores_gemma":[0.99913657,0.00046843057,0.00006634915,0.00012771433,0.0001202882,0.000080660786],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042047612,0.00012789623,0.00025587564,0.00017321363,0.0027633691,0.000017270882,0.0003481222,0.00007480236,0.00036228957],"category_scores_gemma":[0.0007422234,0.00007274512,0.000044677643,0.001922798,0.0013595978,0.00020514753,0.00014445807,0.00075419614,0.000056093464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038339957,0.000034314296,0.54714376,0.00016046899,0.000018476152,0.000029913474,0.3010919,8.9224535e-8,0.0007200227,0.11281176,0.02811267,0.009838284],"study_design_scores_gemma":[0.0010485796,0.00013232359,0.8295268,0.00052224315,0.00005573382,0.0000013243565,0.061499305,0.0001004915,0.000021295722,0.034652147,0.07222195,0.00021784764],"about_ca_topic_score_codex":0.004362693,"about_ca_topic_score_gemma":0.0018966459,"teacher_disagreement_score":0.31960773,"about_ca_system_score_codex":0.0004156445,"about_ca_system_score_gemma":0.0004633351,"threshold_uncertainty_score":0.9985349},"labels":[],"label_agreement":null},{"id":"W4403020307","doi":"10.2139/ssrn.4972671","title":"Social Protection and Social Distancing During The Pandemic: Mobile Money Transfers in Ghana","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social distance; Pandemic; Social protection; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Business; Economic growth; Economics; Medicine","score_opus":0.033068530014950276,"score_gpt":0.3643123150194455,"score_spread":0.33124378500449525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403020307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839627,0.0049393596,0.00020120306,0.008298449,0.0006599943,0.0014080339,0.000017180297,0.00009576677,0.00041730277],"genre_scores_gemma":[0.9913982,0.0039234823,0.0000014497541,0.000056380246,0.0019789892,0.00057942164,0.0000054316197,0.000057055957,0.0019995996],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960049,0.0005400063,0.0006296734,0.0003625527,0.0003098206,0.002153078],"domain_scores_gemma":[0.9995296,0.000054293698,0.00022234654,0.000090113106,0.00006826891,0.000035387842],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022865029,0.00030378238,0.00042874148,0.00017393516,0.0027801257,0.000050672694,0.00020431534,0.0004302505,0.000015541791],"category_scores_gemma":[0.000020644424,0.0002196485,0.00019038866,0.00015473593,0.000096058284,0.00006065652,0.00036022242,0.014232122,0.000008563251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023932105,0.00031213928,0.11853657,0.009476664,0.004801893,0.000061025396,0.5576559,0.00011347871,0.0020581533,0.1086239,0.001018738,0.19494835],"study_design_scores_gemma":[0.0033708725,0.00035200582,0.04419655,0.0014446917,0.00052012864,0.00007394543,0.23239765,0.000113310605,0.000020048183,0.714354,0.0020410954,0.0011157438],"about_ca_topic_score_codex":0.00092796335,"about_ca_topic_score_gemma":0.022032587,"teacher_disagreement_score":0.60573006,"about_ca_system_score_codex":0.0031160044,"about_ca_system_score_gemma":0.0018361469,"threshold_uncertainty_score":0.9985181},"labels":[],"label_agreement":null},{"id":"W4403086036","doi":"10.15353/rea.v15i1.5235","title":"Job Insecurity, Employability and Financial Threat during COVID-19","year":2023,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"York University","keywords":"Coronavirus disease 2019 (COVID-19); Employability; Job insecurity; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Economics; Virology; Economic growth; Biology; Medicine; Outbreak; Internal medicine; Work (physics); Engineering","score_opus":0.07348548162957035,"score_gpt":0.43813992462793616,"score_spread":0.3646544429983658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403086036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665738,0.025042111,0.000011904702,0.006509309,0.00009140167,0.00047350884,0.00009118671,0.00007652708,0.0011302901],"genre_scores_gemma":[0.73448133,0.2627411,0.000016142485,0.001497427,0.00012665984,0.00012212821,0.000054191565,0.000012160172,0.0009488658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983283,0.000258214,0.0007701073,0.00031170796,0.00006972488,0.0002619179],"domain_scores_gemma":[0.9988227,0.00037303157,0.00028896081,0.00034497102,0.000041235453,0.00012910832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012888968,0.00013449792,0.0009097976,0.00021004704,0.000508014,0.0000030237006,0.00012488649,0.00006791782,0.0009561459],"category_scores_gemma":[0.00058706355,0.000115491785,0.00030620725,0.000511111,0.000090588044,0.00006942448,0.00027607178,0.00013464903,0.00018930939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006831789,0.0000068689365,0.9849688,0.008409816,0.00031758813,0.0000011863458,0.0004927798,0.000007800852,0.0000014750702,0.0011237878,0.00430473,0.00035833643],"study_design_scores_gemma":[0.0003380922,0.000017138422,0.976995,0.00069423846,0.0012130301,2.2868802e-7,0.00014311704,0.000032522108,0.0000017073779,0.0023629267,0.018036382,0.00016563304],"about_ca_topic_score_codex":0.0013011933,"about_ca_topic_score_gemma":0.0020643126,"teacher_disagreement_score":0.23769896,"about_ca_system_score_codex":0.00018240004,"about_ca_system_score_gemma":0.00016864079,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W4403293595","doi":"10.2139/ssrn.4981771","title":"Mismatch Unemployment During COVID-19 and the Post-Pandemic Labor Shortages&amp;nbsp;","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; Government of Canada","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Unemployment; Economic shortage; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Virology; Labour economics; Medicine; Economic growth; Internal medicine; Outbreak; Government (linguistics)","score_opus":0.0321579116664017,"score_gpt":0.38983022082492713,"score_spread":0.35767230915852544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403293595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8644341,0.04279845,0.0002448602,0.09008381,0.00077383005,0.000600822,0.000015536642,0.00021740893,0.00083115156],"genre_scores_gemma":[0.92270714,0.04156648,0.000010531186,0.0034022953,0.0009584607,0.00009834328,0.000008872295,0.000054717904,0.031193135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995753,0.00055463857,0.0005656491,0.00031447917,0.00035342775,0.0024588234],"domain_scores_gemma":[0.99861425,0.0007097808,0.0001358367,0.00021970643,0.00010973094,0.00021072288],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003811253,0.00025398633,0.00033408913,0.00014302139,0.0026326166,0.00006581693,0.00025765144,0.00013404645,0.00022584338],"category_scores_gemma":[0.0003151115,0.00015182488,0.00013700569,0.00024737086,0.00017165228,0.0001489219,0.0001852544,0.0036706035,0.00012804239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011930952,0.00007293499,0.461797,0.00085727987,0.0020172761,0.000051456533,0.035567746,0.000022405897,0.00073716213,0.4803513,0.011768696,0.0055636605],"study_design_scores_gemma":[0.0112213,0.00046463235,0.040932655,0.00075175846,0.0007495235,0.0011469701,0.055750992,0.000066008,0.000016341553,0.47190174,0.4159511,0.0010469678],"about_ca_topic_score_codex":0.00064417726,"about_ca_topic_score_gemma":0.007706579,"teacher_disagreement_score":0.42086434,"about_ca_system_score_codex":0.0014679866,"about_ca_system_score_gemma":0.0034410802,"threshold_uncertainty_score":0.9986658},"labels":[],"label_agreement":null},{"id":"W4403297466","doi":"10.1080/08995605.2024.2394725","title":"Factors influencing postdeployment reintegration adjustment for U.S. service members and their spouses by spouse gender","year":2024,"lang":"en","type":"article","venue":"Military Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; McMaster University","keywords":"Spouse; Psychology; Software deployment; Social support; Military personnel; Military deployment; Psychological resilience; Military service; Clinical psychology; Social psychology; Political science","score_opus":0.10372673140833225,"score_gpt":0.4179704407599758,"score_spread":0.3142437093516436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403297466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619342,0.02263967,0.00027548603,0.010748408,0.0018494715,0.0010827966,0.00026345075,0.00030055377,0.0009059619],"genre_scores_gemma":[0.9817827,0.0016979844,0.00013225096,0.013873484,0.0003144529,0.0006749984,0.00025509406,0.00007463202,0.0011944578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982703,0.00019381416,0.00043498373,0.00052667316,0.00009643574,0.0004778206],"domain_scores_gemma":[0.9990484,0.0004581232,0.00004378725,0.00025844199,0.00009437631,0.000096846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033719733,0.00028003223,0.00029864383,0.00012151916,0.0004328098,0.0000048146235,0.00011342858,0.00019181821,0.00023725016],"category_scores_gemma":[0.000026266243,0.0001911812,0.00007603208,0.00014254113,0.0000591898,0.00014386409,0.000075347285,0.00030036707,0.000034340406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005045221,0.00023497347,0.07788537,0.001681194,0.0009948758,0.00000768905,0.120664805,0.000021002146,0.017954357,0.0038237416,0.7674445,0.008783014],"study_design_scores_gemma":[0.0022681833,0.00083588186,0.3217467,0.00041579583,0.00021576059,0.0000071213503,0.060043935,0.00026728385,0.0003779791,0.008505349,0.6045326,0.00078337896],"about_ca_topic_score_codex":0.0010027476,"about_ca_topic_score_gemma":0.0011462502,"teacher_disagreement_score":0.24386133,"about_ca_system_score_codex":0.00012228437,"about_ca_system_score_gemma":0.000044267686,"threshold_uncertainty_score":0.77961427},"labels":[],"label_agreement":null},{"id":"W4403323353","doi":"10.1080/14427591.2024.2394157","title":"A dynamic and critical approach to belonging as a dimension of occupation","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Occupational science; Dimension (graph theory); Sociology; Psychology; Social psychology; Epistemology; Mathematics; Occupational therapy; Philosophy; Combinatorics","score_opus":0.06035931251330479,"score_gpt":0.480323892381904,"score_spread":0.4199645798685992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403323353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98840976,0.00037989204,0.006480282,0.0024872944,0.00051908783,0.00014194295,0.000005651673,0.000010534776,0.0015655304],"genre_scores_gemma":[0.9941464,0.000021432566,0.0054611955,0.0001967438,0.000066868786,0.00000496447,7.9884245e-7,0.0000040222126,0.00009756971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861324,0.0000540468,0.00040309783,0.00013657041,0.0006141552,0.00017890598],"domain_scores_gemma":[0.99875075,0.0004398413,0.000104564635,0.000055616845,0.00053665554,0.00011259755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014146578,0.00006264577,0.00013670823,0.00034479506,0.00042372817,0.000019324552,0.000109358654,0.000030607407,0.00002321301],"category_scores_gemma":[0.001007275,0.000044657165,0.00003309967,0.0005625895,0.00018397676,0.00039787812,0.00010029802,0.00017821204,0.000009722664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092595,0.00036744602,0.5464396,0.0011259866,0.00008992415,0.000030332434,0.031694993,0.00042995898,0.05627842,0.33956218,0.006602254,0.016452953],"study_design_scores_gemma":[0.00018892506,0.0002529604,0.98820347,0.00066433323,0.000028187022,0.000029465435,0.0011587846,0.0050627845,0.000091581765,0.0034606138,0.00077007775,0.00008883585],"about_ca_topic_score_codex":0.00002120113,"about_ca_topic_score_gemma":0.0000039786246,"teacher_disagreement_score":0.44176385,"about_ca_system_score_codex":0.00011177988,"about_ca_system_score_gemma":0.00049397914,"threshold_uncertainty_score":0.32590175},"labels":[],"label_agreement":null},{"id":"W4403340657","doi":"10.1002/hrm.22255","title":"Revitalizing Colleague‐Specific Human Capital: Boomerang and Pipeline‐Based Hiring in a 41‐Year Multilevel Study of Employee Mobility","year":2024,"lang":"en","type":"article","venue":"Human Resource Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Peking University","keywords":"Pipeline (software); Human capital; Multilevel model; Business; Capital (architecture); Operations management; Management; Computer science; Economics; Geography; Economic growth; Machine learning","score_opus":0.09706601761744817,"score_gpt":0.40399824104722326,"score_spread":0.3069322234297751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403340657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98060554,0.0014625321,0.000036646306,0.00019863115,0.00011640539,0.003028638,0.000011425505,0.00021097058,0.014329195],"genre_scores_gemma":[0.9930772,0.000044215445,0.0000654098,0.00009997162,0.00011344585,0.0005046637,0.000015059549,0.000061768405,0.0060182214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694026,0.00042763585,0.001003239,0.0006942952,0.0004193382,0.00051523163],"domain_scores_gemma":[0.9989603,0.00021981346,0.00014550383,0.0005404028,0.00005546351,0.00007852125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013402052,0.00029723046,0.00052301295,0.0005435417,0.00078812864,0.000040868646,0.00023084995,0.00007965807,0.00020674056],"category_scores_gemma":[0.000018100145,0.00027583982,0.00008523113,0.00033069903,0.000101436155,0.00007527395,0.0005858958,0.00042133,0.000032991647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001465174,0.0014377625,0.88125193,0.0077270595,0.00035962925,0.0002610282,0.06900787,0.0001738029,0.00032702833,0.010481277,0.025281835,0.0035442438],"study_design_scores_gemma":[0.0044763545,0.0004120664,0.8465897,0.0028089625,0.00014366169,2.1383819e-7,0.10675918,0.00013341705,0.0000115615485,0.00070206664,0.037474472,0.0004883307],"about_ca_topic_score_codex":0.0005883205,"about_ca_topic_score_gemma":0.0009845672,"teacher_disagreement_score":0.037751313,"about_ca_system_score_codex":0.0002194302,"about_ca_system_score_gemma":0.000011321277,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W4403353073","doi":"10.1016/j.ssmph.2024.101718","title":"Using a causal decomposition approach to estimate the contribution of employment to differences in mental health profiles between men and women","year":2024,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Work & Health; Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Mental health; Psychology; Decomposition; Gerontology; Medicine; Psychiatry","score_opus":0.10756739375881848,"score_gpt":0.49581438745138695,"score_spread":0.3882469936925685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403353073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757788,0.0004840146,0.0017931429,0.01824132,0.00019950699,0.0032417239,0.00010474583,0.00007177733,0.00008497794],"genre_scores_gemma":[0.9976744,0.00005300538,0.0008569235,0.0006687861,0.00012631773,0.0003253406,0.00022449816,0.000017281207,0.00005344246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741256,0.0006385445,0.00079480704,0.00031121558,0.00027980554,0.0005630474],"domain_scores_gemma":[0.9992909,0.00014592895,0.00019276029,0.00012354525,0.00004745128,0.00019945433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016298246,0.00015924449,0.00044065798,0.00022772884,0.0008398213,0.000020103062,0.00007030334,0.000058963964,0.000007829172],"category_scores_gemma":[0.000032694097,0.00011497925,0.000023088212,0.00038210288,0.000025433565,0.00010952418,0.00011049709,0.00020689849,0.000004362392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060838345,0.000049732847,0.91885996,0.00045777386,0.000033576674,1.4171943e-7,0.069343776,0.00005310672,0.00003921511,0.006616772,0.000901627,0.003583482],"study_design_scores_gemma":[0.00036856087,0.00032926202,0.989529,0.00075905106,0.000007142172,5.6058803e-7,0.0059104054,0.0015788253,0.000004864453,0.0011038483,0.00029376172,0.000114698334],"about_ca_topic_score_codex":0.006582013,"about_ca_topic_score_gemma":0.0007319116,"teacher_disagreement_score":0.07066906,"about_ca_system_score_codex":0.0011040536,"about_ca_system_score_gemma":0.00022419004,"threshold_uncertainty_score":0.9950078},"labels":[],"label_agreement":null},{"id":"W4403417853","doi":"10.4337/9781803929507.00017","title":"Conclusion: future of work and employee wellbeing","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Work (physics); Sociology; Engineering; Mechanical engineering","score_opus":0.033467798476646715,"score_gpt":0.31852394768855563,"score_spread":0.2850561492119089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417853","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009818912,0.0084901145,0.000006632876,0.009297278,0.006546337,0.0008365836,0.000091101196,0.00041544932,0.9733346],"genre_scores_gemma":[0.0073079104,0.0003961358,0.00014488588,0.0010628984,0.005695152,0.000055980185,0.00007691551,0.00022580978,0.9850343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695843,0.00008797921,0.0009882039,0.0007070779,0.0006506045,0.0006077161],"domain_scores_gemma":[0.9978289,0.0005288558,0.0005097465,0.0005674038,0.000358167,0.00020695389],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009970734,0.0005825489,0.0009571011,0.0003564916,0.0008722124,0.00020406829,0.0004483828,0.0011921594,0.00047696932],"category_scores_gemma":[0.0001156768,0.0004888433,0.00024362122,0.000050626193,0.00023161582,0.00028785353,0.0017163145,0.002773349,0.000108488464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053245938,0.0000039558395,0.0034542207,0.0013019026,0.00038791675,0.000045403307,0.008015994,8.710942e-8,0.0000050309013,0.52754676,0.44601405,0.013171417],"study_design_scores_gemma":[0.0003382036,0.00005369066,0.00061402394,0.0032565354,0.00019076337,0.0000018261073,0.0005388567,2.6953802e-7,0.000003094003,0.06378303,0.9307935,0.00042620534],"about_ca_topic_score_codex":0.00008503348,"about_ca_topic_score_gemma":0.00019494971,"teacher_disagreement_score":0.48477948,"about_ca_system_score_codex":0.00015441311,"about_ca_system_score_gemma":0.00027012403,"threshold_uncertainty_score":0.99975634},"labels":[],"label_agreement":null},{"id":"W4403424473","doi":"10.1007/978-3-031-67604-8_2","title":"Labour Market and Intervention Policies During COVID-19: A Comparison Within Some OECD Countries","year":2024,"lang":"en","type":"book-chapter","venue":"Contributions to economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Intervention (counseling); Economics; Business; International economics; Medicine; Nursing","score_opus":0.03637911603632365,"score_gpt":0.3899419235347163,"score_spread":0.35356280749839264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403424473","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2021203,0.042879976,0.0007453072,0.20215417,0.014092642,0.0112758875,0.06290523,0.002280508,0.46154597],"genre_scores_gemma":[0.06800328,0.0033287725,0.000023190045,0.003407509,0.0012733497,0.0003513617,0.00034769074,0.000109352135,0.9231555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756896,0.0000729988,0.0011814822,0.00054449146,0.000089815614,0.0005422673],"domain_scores_gemma":[0.99812067,0.0004418203,0.00049028447,0.0003589234,0.00019436344,0.00039391848],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00076303526,0.00044602173,0.00086832803,0.00041519865,0.0017326678,0.000105062674,0.00019287992,0.00048454117,0.0014526976],"category_scores_gemma":[0.000266852,0.00046309893,0.00018616245,0.00002649846,0.00017477846,0.00017562797,0.000654607,0.0007971099,0.0012829365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012211726,0.000013049276,0.004209365,0.0008547921,0.00039678186,0.000005068488,0.0020575228,0.000020507963,0.0000011305254,0.9427566,0.04953091,0.00003216842],"study_design_scores_gemma":[0.0009069499,0.0000694574,0.0023363137,0.00059424044,0.00021587267,0.000005065439,0.0008435854,0.000058271427,0.0000044852036,0.10877274,0.8857326,0.0004604504],"about_ca_topic_score_codex":0.00046514062,"about_ca_topic_score_gemma":0.003683145,"teacher_disagreement_score":0.83620167,"about_ca_system_score_codex":0.0017502966,"about_ca_system_score_gemma":0.0003973572,"threshold_uncertainty_score":0.9997821},"labels":[],"label_agreement":null},{"id":"W4403433537","doi":"10.1002/pra2.1210","title":"What Is Left Unsaid: Ongoing Tacit Knowledge Loss from the Pandemic","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Unsaid; Tacit knowledge; Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Epistemology; Philosophy; Medicine; Communication","score_opus":0.027852908664262058,"score_gpt":0.3636695322394764,"score_spread":0.33581662357521436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403433537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8931018,0.00085894525,0.000023542432,0.093606815,0.0016573899,0.0009969794,0.000048012822,0.00026850807,0.009437992],"genre_scores_gemma":[0.9965825,0.0008088021,0.000026281781,0.0008010199,0.00006624269,0.00007540496,0.0000022543607,0.000004006549,0.0016334966],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989486,0.000005075552,0.00035382068,0.00012068901,0.0003186706,0.00025315845],"domain_scores_gemma":[0.99787897,0.0003815232,0.00036201254,0.00007219724,0.0012882276,0.000017055867],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019981149,0.0000766583,0.00012171442,0.00021455686,0.0013725668,0.00014774679,0.00040392176,0.0001533208,0.0000071728246],"category_scores_gemma":[0.001363296,0.000043709115,0.000034187226,0.0010368177,0.0002536672,0.0030414278,0.0003068167,0.0002503529,0.00003350943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006639356,0.0000066163702,0.746993,0.00015930265,0.000050898114,4.646421e-9,0.041673303,9.1863875e-8,0.00085194805,0.15601774,0.030578705,0.023661766],"study_design_scores_gemma":[0.00048627838,0.000050841507,0.04642641,0.0006348891,0.000069398244,9.17093e-7,0.046687532,0.00052542245,0.0031983415,0.063459255,0.8383005,0.00016017303],"about_ca_topic_score_codex":0.0000178616,"about_ca_topic_score_gemma":0.000020270541,"teacher_disagreement_score":0.80772185,"about_ca_system_score_codex":0.00024408525,"about_ca_system_score_gemma":0.00016140917,"threshold_uncertainty_score":0.9999275},"labels":[],"label_agreement":null},{"id":"W4403439501","doi":"10.1080/09585192.2024.2416523","title":"The potential dark side of remote work transformation: a social vulnerability and relational perspective","year":2024,"lang":"en","type":"article","venue":"The International Journal of Human Resource Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Great Rift; Perspective (graphical); Vulnerability (computing); Transformation (genetics); Work (physics); Social vulnerability; Computer science; Psychology; Computer security; Social psychology; Engineering; Physics; Artificial intelligence; Psychological resilience; Astronomy","score_opus":0.0397698836297732,"score_gpt":0.38881268615392905,"score_spread":0.34904280252415587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403439501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.644496,0.0026265897,0.0022830577,0.19449118,0.0014039812,0.0007079065,0.000017351178,0.00004021596,0.15393367],"genre_scores_gemma":[0.9957701,0.00014182452,0.00007074635,0.00025467217,0.0007540115,0.000005719769,0.0000028524814,0.000009586098,0.002990497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981923,0.00025755443,0.0006107229,0.00009795225,0.00070342404,0.0001380619],"domain_scores_gemma":[0.9989336,0.00035840663,0.0002794118,0.00008652379,0.00031857207,0.000023442764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018222611,0.0000928328,0.00013235204,0.00010839646,0.0010778997,0.00004676548,0.00034535542,0.000033816832,0.00006955052],"category_scores_gemma":[0.000029703375,0.0000520005,0.00013190234,0.00009217611,0.00019497117,0.000095664844,0.00017635408,0.00043980166,0.000005577417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090700574,0.0000679225,0.0011364071,0.00014175539,0.0026120765,0.00005406424,0.05680563,0.00019250147,0.000069185044,0.83535504,0.04599575,0.056662664],"study_design_scores_gemma":[0.0022060208,0.00022666453,0.20178466,0.0010520379,0.0004908203,0.000030075866,0.12426235,0.0002536808,0.000021969061,0.29737952,0.37204307,0.00024912084],"about_ca_topic_score_codex":0.000031378324,"about_ca_topic_score_gemma":0.000026574004,"teacher_disagreement_score":0.5379755,"about_ca_system_score_codex":0.0002060427,"about_ca_system_score_gemma":0.000031955722,"threshold_uncertainty_score":0.82904416},"labels":[],"label_agreement":null},{"id":"W4403484504","doi":"10.3390/healthcare12202065","title":"Work Disparities and the Health of Nurses in Long-Term Care: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Healthcare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Western University","funders":"","keywords":"Term (time); Long-term care; Work (physics); MEDLINE; Health care; Nursing; Medicine; Psychology; Gerontology; Political science","score_opus":0.1480609828393889,"score_gpt":0.541740076608804,"score_spread":0.39367909376941507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403484504","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046179166,0.96694463,3.3022704e-7,0.020505546,0.0018147748,0.010301625,0.00012795626,0.000066171764,0.00023435087],"genre_scores_gemma":[0.000027181255,0.99371976,0.0000053626773,0.0023844563,0.00028348077,0.002585455,0.00016380729,0.00007527772,0.00075519894],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9935987,0.0026691249,0.002172445,0.0005183032,0.00030659747,0.00073483767],"domain_scores_gemma":[0.997144,0.0011720636,0.0008699658,0.000542073,0.00013552955,0.00013638544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013969581,0.00048404332,0.0040292484,0.00019843946,0.0005931485,0.000012075191,0.0002625447,0.000288391,0.000026734793],"category_scores_gemma":[0.00018814894,0.00027246797,0.00033653554,0.00072411826,0.00027610725,0.000043541968,0.0003788125,0.0015658686,0.000033539196],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008889853,0.000004802763,0.0062450934,0.655953,0.0000365156,0.000004123622,0.0025834052,1.0336423e-9,2.156147e-11,0.0012872779,0.003342171,0.33053473],"study_design_scores_gemma":[0.00024183346,0.000043086082,0.0006383768,0.8304395,0.00025652655,0.000002408387,0.00051463756,9.012085e-9,3.8777942e-10,0.00005950319,0.1676378,0.00016635089],"about_ca_topic_score_codex":0.0022847601,"about_ca_topic_score_gemma":0.009425926,"teacher_disagreement_score":0.33036837,"about_ca_system_score_codex":0.0003875193,"about_ca_system_score_gemma":0.002103303,"threshold_uncertainty_score":0.99997276},"labels":[],"label_agreement":null},{"id":"W4403491876","doi":"10.2139/ssrn.4990540","title":"Voice of the Voiceless: How and When Does Organized Labor Deter Management Opportunism?","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Opportunism; Business; Economics; Market economy","score_opus":0.023294621483638697,"score_gpt":0.32794769046822625,"score_spread":0.30465306898458755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403491876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8261922,0.020590598,0.00026883947,0.13910607,0.00578131,0.0023352765,0.00011656638,0.00015283415,0.0054562874],"genre_scores_gemma":[0.87277144,0.03936411,0.00009605563,0.00069603504,0.00094132725,0.00010310796,0.000008239884,0.00009889621,0.085920796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960033,0.0005234524,0.00063468755,0.00042624568,0.0004712629,0.0019410291],"domain_scores_gemma":[0.9983544,0.0001487642,0.000664925,0.00047762963,0.00026125665,0.00009304793],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022749281,0.0003809426,0.00056567887,0.00016572665,0.00078264053,0.00005761634,0.0006317664,0.00030630498,0.00009076293],"category_scores_gemma":[0.000072791925,0.00020384918,0.00020305184,0.0001417051,0.00011974548,0.00005823517,0.0028783407,0.006950024,0.000024791721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005564335,0.00040185844,0.1884388,0.014617174,0.019168936,0.00010257758,0.052345045,0.000005028668,0.0010872068,0.6005847,0.06465295,0.058039322],"study_design_scores_gemma":[0.0012631741,0.00010795519,0.010226536,0.001991833,0.0011157678,0.000021240761,0.030319082,0.000009400739,0.00005493947,0.9175859,0.03686169,0.0004424664],"about_ca_topic_score_codex":0.00015980839,"about_ca_topic_score_gemma":0.0034884426,"teacher_disagreement_score":0.31700125,"about_ca_system_score_codex":0.0007466151,"about_ca_system_score_gemma":0.002123036,"threshold_uncertainty_score":0.995341},"labels":[],"label_agreement":null},{"id":"W4403500157","doi":"10.26522/ssj.v18i3.4801","title":"Unpacking Mental Health: Intersectionality-informed Approaches to Upholding Human Rights and Realizing Social Justice (Guest Editors' Introduction)","year":2024,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; York University","funders":"","keywords":"Unpacking; Intersectionality; Social justice; Human rights; Sociology; Economic Justice; Mental health; Political science; Law and economics; Gender studies; Law; Psychology","score_opus":0.27444955031109924,"score_gpt":0.49549116328051396,"score_spread":0.2210416129694147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403500157","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23337334,0.007426967,0.00027441862,0.32500196,0.33627665,0.0049111117,0.00031152758,0.0015097804,0.09091425],"genre_scores_gemma":[0.6946447,0.0003444723,0.00028003482,0.0017784025,0.29830283,0.0004931896,0.00009846067,0.000069589194,0.003988366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969541,0.00042952638,0.0008285204,0.00058546965,0.0004145303,0.0007878757],"domain_scores_gemma":[0.998743,0.0007335125,0.00018149694,0.00010137093,0.0001418392,0.0000987667],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014392816,0.00032191823,0.000585656,0.00027675508,0.010528306,0.000050854887,0.00013471866,0.00016466298,0.000028268372],"category_scores_gemma":[0.00036709098,0.00030166507,0.00008614125,0.00064224703,0.00036586495,0.00033861524,0.00057008327,0.000837101,0.000039566716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005107241,0.00003372998,0.0004366193,0.0033176022,0.00024664783,0.0000045556553,0.20328498,0.0000010910928,0.000014129098,0.05943249,0.7326675,0.0005095909],"study_design_scores_gemma":[0.0005555103,0.00009289666,0.0020175988,0.0007749607,0.0003392293,0.0000024110304,0.29812643,0.000008155587,0.000005278949,0.003169404,0.69454336,0.0003647568],"about_ca_topic_score_codex":0.00056145986,"about_ca_topic_score_gemma":0.0029410229,"teacher_disagreement_score":0.46127132,"about_ca_system_score_codex":0.0015683627,"about_ca_system_score_gemma":0.00012354978,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W4403553542","doi":"10.1007/s11205-024-03445-1","title":"Cultural Attachment and Job Satisfaction Among Canada’s Indigenous Population","year":2024,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Indigenous; Human geography; Quality of Life Research; Job satisfaction; Public health; Population; Geography; Psychology; Sociology; Social psychology; Socioeconomics; Demographic economics; Medicine; Demography; Economic geography; Nursing; Economics; Ecology","score_opus":0.10873452524760166,"score_gpt":0.5114451413803314,"score_spread":0.40271061613272974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403553542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98928624,0.0006720956,0.0000014260218,0.00403738,0.0005591998,0.00065367704,0.000027318067,0.0000844872,0.0046781884],"genre_scores_gemma":[0.9950839,0.00016377718,0.0000031709262,0.000061858795,0.00067185255,0.00015088142,0.000039946637,0.000018887971,0.0038057112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976483,0.000526128,0.00025196795,0.00024942617,0.0007317152,0.00059244223],"domain_scores_gemma":[0.99944663,0.00023233726,0.00004206668,0.000070664195,0.00009388976,0.00011443486],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009547571,0.00010189903,0.000149014,0.00025326636,0.003778982,0.000047235415,0.00007271636,0.0001623471,0.00016206746],"category_scores_gemma":[0.0000754399,0.000083703184,0.000027971679,0.0004928955,0.00014923548,0.00014498488,0.00014724903,0.0009273963,0.000036991954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000704636,0.000003176178,0.9198798,0.0001285982,0.000048413847,0.000007156871,0.020374872,5.369344e-8,0.00001290057,0.0020969526,0.045723308,0.01171771],"study_design_scores_gemma":[0.000099135614,0.000023046643,0.97252244,0.00005858184,0.000009017756,1.9167929e-7,0.00885342,0.000002935095,0.000004205307,0.0005175753,0.017823268,0.0000861583],"about_ca_topic_score_codex":0.8488915,"about_ca_topic_score_gemma":0.85458213,"teacher_disagreement_score":0.052642655,"about_ca_system_score_codex":0.0012202549,"about_ca_system_score_gemma":0.00072848325,"threshold_uncertainty_score":0.99751794},"labels":[],"label_agreement":null},{"id":"W4403565599","doi":"10.2139/ssrn.4992044","title":"Older Individuals' Labour Force Participation during COVID-19","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Demographic economics; Economics; Medicine; Virology; Outbreak; Infectious disease (medical specialty)","score_opus":0.04595031759802021,"score_gpt":0.4250456824591477,"score_spread":0.3790953648611275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403565599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94740456,0.014931125,0.0011148765,0.030426016,0.002797043,0.0010592001,0.00006450917,0.0003277905,0.0018748662],"genre_scores_gemma":[0.9437448,0.00771548,0.00001778251,0.00096339086,0.0024346705,0.00034037206,0.00004677749,0.00009833142,0.04463839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9931466,0.00066359254,0.0009787533,0.0005402627,0.0005726165,0.004098195],"domain_scores_gemma":[0.9982698,0.00023468767,0.0006284541,0.00035889365,0.00019126873,0.0003169269],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037673826,0.00043678348,0.0005440784,0.00035291616,0.0022406583,0.00007583881,0.00044016255,0.0005407862,0.00045206255],"category_scores_gemma":[0.00045319917,0.0003709526,0.0002709395,0.0002196924,0.000051307594,0.0000944977,0.0014138127,0.0133560365,0.00040616715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00024413207,0.0002678435,0.28141832,0.00649584,0.004818786,0.000074124284,0.05099392,0.00078282284,0.00009754488,0.6329285,0.016748713,0.0051294602],"study_design_scores_gemma":[0.0014418631,0.00011529624,0.030619098,0.00083631475,0.00041926093,0.000036875063,0.010104826,0.000024687453,0.000012235425,0.9462239,0.009592838,0.00057281624],"about_ca_topic_score_codex":0.00041300568,"about_ca_topic_score_gemma":0.0043869033,"teacher_disagreement_score":0.3132954,"about_ca_system_score_codex":0.004615603,"about_ca_system_score_gemma":0.010364199,"threshold_uncertainty_score":0.99987423},"labels":[],"label_agreement":null},{"id":"W4403587595","doi":"10.1016/j.socscimed.2024.117430","title":"Chinese minimum wages and health","year":2024,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; McMaster University; Western University","funders":"","keywords":"Public health; Sociology; Economics; Labour economics; Medicine; Nursing","score_opus":0.07524694290356251,"score_gpt":0.5127812939316932,"score_spread":0.43753435102813076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403587595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6029709,0.0062599774,0.000026184942,0.33142865,0.0026256791,0.00036511454,0.0000044887865,0.00019288663,0.056126133],"genre_scores_gemma":[0.99021953,0.0004134424,0.000003509931,0.003948201,0.0019184313,0.000021641696,0.0000020189307,0.0000071349277,0.0034661123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862915,0.00006582148,0.00022724255,0.00025025092,0.00038064466,0.00044689732],"domain_scores_gemma":[0.9995516,0.00014019683,0.000045113386,0.00006637718,0.000059352264,0.00013739175],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020598695,0.00009266065,0.00021275725,0.00011013462,0.002259731,0.000009470459,0.000117411946,0.000037661273,0.00019813815],"category_scores_gemma":[0.00018525825,0.000054530865,0.000016813803,0.00073566893,0.0010478217,0.00012851674,0.00009413726,0.00023865275,0.000029369387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071591044,0.000014603218,0.39136547,0.00040951915,0.00001572537,0.000009142419,0.29082164,1.0096262e-8,0.0006755611,0.038658276,0.21249999,0.06552288],"study_design_scores_gemma":[0.0005799164,0.00023409957,0.81586665,0.00067870144,0.000017180973,0.0000013621762,0.01745449,0.000027776192,0.0000019611332,0.013693235,0.15127783,0.00016679344],"about_ca_topic_score_codex":0.00067959965,"about_ca_topic_score_gemma":0.0001765539,"teacher_disagreement_score":0.42450118,"about_ca_system_score_codex":0.00011512762,"about_ca_system_score_gemma":0.00032453143,"threshold_uncertainty_score":0.9990392},"labels":[],"label_agreement":null},{"id":"W4403606564","doi":"10.7202/1113801ar","title":"Les barrières de la demande d'aide chez les hommes qui font du « fly-in-fly-out » en contexte minier","year":2023,"lang":"fr","type":"article","venue":"Travail social.","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de l'Abitibi Témiscamingue; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0547966166960479,"score_gpt":0.3816890353097161,"score_spread":0.3268924186136682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403606564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89720756,0.020085676,0.000078757505,0.051345855,0.0018694343,0.0010149338,0.0002060807,0.0004306347,0.027761057],"genre_scores_gemma":[0.8936784,0.009064399,0.00007874534,0.0009932795,0.0025911035,0.0003320868,0.000049174087,0.0001293118,0.093083486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922813,0.004206068,0.00093435973,0.0005724022,0.00042748725,0.001578339],"domain_scores_gemma":[0.9951778,0.0039362665,0.00026633308,0.00025642492,0.00012804357,0.00023513313],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004049065,0.000540146,0.00094362843,0.00021197191,0.002449247,0.00006131054,0.0004099615,0.0011272754,0.0016771681],"category_scores_gemma":[0.00092298747,0.0005424982,0.0003423612,0.00040001632,0.0010171136,0.00016768884,0.00031679583,0.0013008119,0.0010123994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098294346,0.00017623362,0.41660875,0.00059729477,0.00028074565,0.00008767724,0.21696444,0.0000038005614,0.00014120161,0.0061246934,0.29412764,0.064789236],"study_design_scores_gemma":[0.0018328311,0.00007453499,0.64980376,0.0005113021,0.00015024873,0.0000014298031,0.08598619,0.00003062579,0.00005051089,0.002598051,0.25852323,0.00043730083],"about_ca_topic_score_codex":0.014861576,"about_ca_topic_score_gemma":0.046814226,"teacher_disagreement_score":0.233195,"about_ca_system_score_codex":0.0004760905,"about_ca_system_score_gemma":0.00034958444,"threshold_uncertainty_score":0.99976546},"labels":[],"label_agreement":null},{"id":"W4403721412","doi":"10.2139/ssrn.4958111","title":"Investigating the Use of Voluntary Furloughs to Reduce Labor Costs: The Effect on Employee Effort","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Turnover; Business; Labour economics; Operations management; Economics; Management","score_opus":0.049266833384913424,"score_gpt":0.3827788780504205,"score_spread":0.33351204466550705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403721412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9426832,0.005464005,0.000024159554,0.045863044,0.0029233866,0.0022677334,0.00006901352,0.00010004822,0.0006053806],"genre_scores_gemma":[0.9817841,0.0030962934,0.000047011414,0.0040102014,0.0031083073,0.00054826896,0.00002572214,0.00016051265,0.0072196],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9935017,0.0014613302,0.0010528204,0.000503023,0.0007453206,0.0027357666],"domain_scores_gemma":[0.9959793,0.0021483877,0.0006393784,0.0008108209,0.00027863533,0.00014346177],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005786027,0.0005338836,0.0006868078,0.00020007342,0.0017602459,0.000078021396,0.00096705795,0.00033065525,0.00003447056],"category_scores_gemma":[0.0011035888,0.00026883534,0.00036009977,0.00042615135,0.00018367554,0.00006469838,0.0017006389,0.016634906,0.00015799016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007972723,0.00010051692,0.62284315,0.0016401793,0.0059389006,0.000019382727,0.02230578,0.001051451,0.0005591971,0.09754381,0.20803288,0.03916752],"study_design_scores_gemma":[0.003529559,0.009779497,0.2400154,0.026694676,0.0035283377,0.00014603826,0.026669769,0.00015590467,0.00075674546,0.542646,0.1434874,0.0025906973],"about_ca_topic_score_codex":0.0023840442,"about_ca_topic_score_gemma":0.005650506,"teacher_disagreement_score":0.44510216,"about_ca_system_score_codex":0.0025503926,"about_ca_system_score_gemma":0.0039996593,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W4403781987","doi":"10.23749/mdl.v115i5.15850","title":"Depression and Anxiety in Voluntarily Unemployed People: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"˜La œMedicina del lavoro","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Psychology; Psychiatry; Clinical psychology; Economics; Keynesian economics","score_opus":0.0486788987010459,"score_gpt":0.4340441346681388,"score_spread":0.3853652359670929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403781987","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000106817115,0.985233,0.000008176782,0.00070255663,0.0010026927,0.0080882665,0.000056747227,0.00022699713,0.004670866],"genre_scores_gemma":[0.000057138655,0.98922074,0.000020845231,0.0009657005,0.00034281195,0.0038832624,0.00014033052,0.00015125469,0.0052178926],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99295497,0.002178582,0.0025431095,0.0009284642,0.0006019739,0.00079287577],"domain_scores_gemma":[0.9962954,0.0017293338,0.000794681,0.0008252704,0.000120888144,0.0002344318],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002857514,0.00088020094,0.005812241,0.00037291955,0.00041354078,0.000020209469,0.00041742358,0.0007387188,0.00011373191],"category_scores_gemma":[0.0008280694,0.00053253566,0.00040813975,0.00093436096,0.000107862914,0.00009510432,0.00069466204,0.002215444,0.0004209486],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035440805,0.000025677038,0.0012507695,0.9173759,0.00020417379,0.000054495395,0.0011390052,3.5143322e-9,1.7762991e-8,0.00016984511,0.050518952,0.029257584],"study_design_scores_gemma":[0.00020729892,0.000024303456,0.0000923014,0.5637794,0.0045837103,0.000025620888,0.00020366453,0.0000026371201,1.4832394e-9,0.00006954156,0.43073136,0.00028014617],"about_ca_topic_score_codex":0.0012530439,"about_ca_topic_score_gemma":0.002528558,"teacher_disagreement_score":0.3802124,"about_ca_system_score_codex":0.00039301137,"about_ca_system_score_gemma":0.00056786137,"threshold_uncertainty_score":0.99971265},"labels":[],"label_agreement":null},{"id":"W4403839987","doi":"10.1108/et-02-2023-0060","title":"Challenges of remote working, perceived peer support, mental health and well-being of WIL students","year":2024,"lang":"en","type":"article","venue":"Education + Training","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Jerome's University; University of Waterloo","funders":"","keywords":"Mental health; Psychology; Peer support; Applied psychology; Medical education; Medicine; Psychiatry","score_opus":0.11699323181383714,"score_gpt":0.4667507688557105,"score_spread":0.34975753704187335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403839987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8629863,0.0070974794,0.000013232124,0.041044276,0.0024728216,0.00053742545,0.000003911158,0.0000790007,0.08576552],"genre_scores_gemma":[0.9877144,0.002687654,0.0004729524,0.00050327537,0.00030369504,0.000016638416,0.00002962166,0.000022289736,0.008249465],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99860126,0.00015323875,0.00046353333,0.00022325752,0.00031138715,0.000247349],"domain_scores_gemma":[0.99937665,0.00015604662,0.00017079782,0.000119341516,0.00008666058,0.00009049938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091908494,0.00011220274,0.00025621403,0.00014278188,0.00031072763,0.000008015473,0.00009079835,0.000056141344,0.00015932215],"category_scores_gemma":[0.00006779831,0.00010348265,0.000039966853,0.00010624829,0.00005638529,0.000077872355,0.00007018194,0.00021481777,0.000011270289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012912629,0.000057731886,0.045524877,0.0007466404,0.0000767394,3.0728225e-7,0.7367121,1.0096029e-7,0.000039422786,0.0035249982,0.010674546,0.20262966],"study_design_scores_gemma":[0.00049609947,0.00022656663,0.26654968,0.0043901717,0.00003162611,0.0000024519545,0.53712493,0.000019184585,0.000010051772,0.0011049053,0.18987648,0.00016786743],"about_ca_topic_score_codex":0.00012372505,"about_ca_topic_score_gemma":0.000100380596,"teacher_disagreement_score":0.2210248,"about_ca_system_score_codex":0.00007217512,"about_ca_system_score_gemma":0.00053199445,"threshold_uncertainty_score":0.42199},"labels":[],"label_agreement":null},{"id":"W4403895846","doi":"10.7202/1113935ar","title":"Seul.es au monde ? Les jeunes adultes et la solitude pendant la pandémie","year":2024,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Solitude; Art; Humanities","score_opus":0.04177225956723839,"score_gpt":0.4115630112573708,"score_spread":0.3697907516901324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403895846","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.289339,0.18244515,0.0024724752,0.13799399,0.010961135,0.0018169289,0.0019608673,0.0013603189,0.3716501],"genre_scores_gemma":[0.86082226,0.04454628,0.0008227641,0.0006935668,0.001856981,0.0005267999,0.00020483721,0.00011161119,0.09041492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498266,0.0019300425,0.00090044714,0.0007331567,0.00046692797,0.0009867694],"domain_scores_gemma":[0.99435544,0.004604366,0.00018698811,0.00041998798,0.00021253787,0.00022069461],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012204818,0.0005548753,0.00059865543,0.00026475356,0.0022246568,0.0002700253,0.00033176466,0.000526367,0.0005359949],"category_scores_gemma":[0.00042037579,0.0004987465,0.00031321947,0.0005320008,0.0007540195,0.0006811883,0.00033417507,0.0012865368,0.0007259917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003040294,0.00026879495,0.0641293,0.0014207701,0.0005772781,0.00009393076,0.07484078,0.00015675806,0.00023074305,0.75895464,0.08201855,0.017278088],"study_design_scores_gemma":[0.00056690373,0.00014428727,0.038011376,0.003853778,0.00033447758,0.000016335489,0.06877156,0.0006508888,0.00008696454,0.017570416,0.8692422,0.00075084297],"about_ca_topic_score_codex":0.0040796036,"about_ca_topic_score_gemma":0.014074213,"teacher_disagreement_score":0.78722364,"about_ca_system_score_codex":0.00016044723,"about_ca_system_score_gemma":0.0008031873,"threshold_uncertainty_score":0.99974644},"labels":[],"label_agreement":null},{"id":"W4403962831","doi":"10.59962/9780774819695-008","title":"6 Employment in the New Economy and the Impact on Canadian Families","year":2011,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics; Business; Labour economics","score_opus":0.03719132073615223,"score_gpt":0.2590962443548861,"score_spread":0.22190492361873387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403962831","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048704827,0.0005073643,7.0145734e-7,0.00037388885,0.000094261326,0.0014339535,0.00030581682,0.000018729233,0.9923948],"genre_scores_gemma":[0.061503142,0.0010631664,0.000003989339,0.0005112325,0.0000811621,0.000004048155,0.0000148061,0.000023563794,0.9367949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886435,0.00016441109,0.00023329163,0.00026896907,0.00012948553,0.00033949607],"domain_scores_gemma":[0.99895597,0.0002975389,0.00021243293,0.00032420587,0.00007615476,0.00013368174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032169893,0.00015820657,0.0004537871,0.00006978614,0.000751823,0.000035350025,0.00042234734,0.00024970958,0.0004788289],"category_scores_gemma":[0.000008791992,0.00018406441,0.00014323526,0.0000066093016,0.0004933581,0.00003994262,0.00019853101,0.0006087892,0.00001093539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021379879,0.000018714725,0.005673399,0.00012666055,0.0004569686,0.00017305612,0.025765361,8.01626e-7,3.6288277e-8,0.05079136,0.88830644,0.028473396],"study_design_scores_gemma":[0.0021319203,0.00011211482,0.028526105,0.0008069034,0.00011738729,0.0000041170483,0.0018398848,0.0000010485501,2.7699375e-8,0.017042033,0.94917744,0.00024098605],"about_ca_topic_score_codex":0.9918992,"about_ca_topic_score_gemma":0.99440956,"teacher_disagreement_score":0.060871024,"about_ca_system_score_codex":0.00018292393,"about_ca_system_score_gemma":0.00043075086,"threshold_uncertainty_score":0.7505929},"labels":[],"label_agreement":null},{"id":"W4404048887","doi":"10.1108/ejms-09-2021-0081","title":"A systematic review on mediators and moderators of job insecurity–health relation before and after COVID-19 pandemic","year":2024,"lang":"en","type":"review","venue":"European Journal of Management Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Job insecurity; 2019-20 coronavirus outbreak; Relation (database); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Virology; Work (physics); Disease; Computer science; Infectious disease (medical specialty); Internal medicine","score_opus":0.13116534347514675,"score_gpt":0.46200251818773147,"score_spread":0.3308371747125847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404048887","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010370493,0.9942559,0.000012249852,0.0016894067,0.00056408823,0.0027278238,0.000026057325,0.00003254364,0.0005882491],"genre_scores_gemma":[0.00035683886,0.9970405,0.000030045712,0.0015970548,0.0001780883,0.00010827043,0.000004222259,0.000065473534,0.0006195009],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99225265,0.0036668065,0.0029837126,0.00032070672,0.00048695543,0.00028915232],"domain_scores_gemma":[0.9960404,0.00055729266,0.0028153886,0.0002560926,0.00014174104,0.000189095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00666797,0.00048130337,0.0034403424,0.00054716755,0.0004188103,0.000013196445,0.000187532,0.00005276105,0.000007859913],"category_scores_gemma":[0.0007394896,0.0002772073,0.00030279308,0.00027881257,0.00013315656,0.00008524951,0.0006111786,0.0007924699,0.000026921507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013020754,0.000014939845,0.0007023667,0.9647384,0.0028837426,0.00013540962,0.005298078,7.254495e-8,3.2909583e-10,0.000560982,0.01316547,0.012487502],"study_design_scores_gemma":[0.00034038041,0.000316619,0.00043560631,0.8159715,0.007295536,0.000011927876,0.0018420063,1.8538549e-7,1.8376502e-10,0.00020218048,0.17340808,0.00017601805],"about_ca_topic_score_codex":0.0000017229215,"about_ca_topic_score_gemma":0.000021536824,"teacher_disagreement_score":0.1602426,"about_ca_system_score_codex":0.00033262835,"about_ca_system_score_gemma":0.00010735901,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W4404095335","doi":"10.1002/hpja.928","title":"Public health policy for temporary seasonal workers with chronic hepatitis B in high‐income countries: A comparative analysis","year":2024,"lang":"en","type":"review","venue":"Health Promotion Journal of Australia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Population health; Equity (law); Health policy; Health equity; Population; Health care; Health promotion; Medicine; Environmental health; Economic growth; Political science; Economics; Nursing","score_opus":0.33454567486025116,"score_gpt":0.5412977957605719,"score_spread":0.20675212090032075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404095335","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054482394,0.92366856,0.00042995188,0.06785819,0.0011008912,0.005386647,0.00092436076,0.000060103037,0.000026486561],"genre_scores_gemma":[0.009114235,0.9845284,0.00040053145,0.00027649882,0.0018512183,0.00068272353,0.00044849704,0.000077689285,0.0026202132],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898775,0.0029363222,0.004210425,0.00057932833,0.00084945,0.0015469709],"domain_scores_gemma":[0.99195594,0.00054930587,0.005612663,0.00033742277,0.0007563786,0.00078828866],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005294356,0.0007480188,0.005315191,0.0031470105,0.0008788627,0.00007330566,0.00041399914,0.0004195282,0.00028855982],"category_scores_gemma":[0.00009535058,0.00050897826,0.0008350108,0.0040884097,0.00017578043,0.00041261796,0.00009798689,0.0023900198,0.0000718667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023861654,0.0007496433,0.35339668,0.39848226,0.013767201,0.000121401834,0.009755014,0.000032197295,4.8821365e-9,0.009137069,0.16865416,0.04566575],"study_design_scores_gemma":[0.0013610191,0.0035052567,0.019697245,0.08419349,0.0013167395,0.000031400712,0.00030849504,0.000007157656,5.0943623e-9,0.00021601953,0.8889272,0.0004359735],"about_ca_topic_score_codex":0.0069678435,"about_ca_topic_score_gemma":0.016077114,"teacher_disagreement_score":0.720273,"about_ca_system_score_codex":0.0072746733,"about_ca_system_score_gemma":0.025656652,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W4404107688","doi":"10.15366/relacionesinternacionales2024.57.009","title":"El efecto Snowden en la región del Indo-Pacífico: las reacciones políticas y sociales frente a la vigilancia masiva","year":2024,"lang":"es","type":"article","venue":"Relaciones Internacionales","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.04133230343015819,"score_gpt":0.4080686943505363,"score_spread":0.3667363909203781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404107688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6834795,0.076789975,0.0008362536,0.11944346,0.009763542,0.0024968036,0.0013371003,0.00222766,0.10362572],"genre_scores_gemma":[0.9389907,0.021078613,0.00018301352,0.0004499136,0.003499022,0.00030167485,0.00023361856,0.00027963833,0.034983773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99228746,0.0025000272,0.0015354158,0.0013174396,0.0010787933,0.0012808795],"domain_scores_gemma":[0.9894883,0.008558574,0.00046419288,0.00074711884,0.0003761837,0.00036560924],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018004263,0.0010902288,0.0012142571,0.0008067771,0.001209933,0.00035244907,0.00089526695,0.0013738512,0.0006874688],"category_scores_gemma":[0.0014584725,0.00094608945,0.00085610955,0.0005216295,0.0007234884,0.0005624117,0.0012687807,0.0026060177,0.0036396314],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035015197,0.00038302309,0.104563974,0.0022514288,0.0017039124,0.0006756505,0.015763728,0.00000410148,0.0006050158,0.75460726,0.11521334,0.003878414],"study_design_scores_gemma":[0.0016200613,0.00025697437,0.0971446,0.017352635,0.0007959924,0.00022930856,0.006873172,0.00021344925,0.00018614881,0.026381422,0.84753495,0.0014113096],"about_ca_topic_score_codex":0.0004646742,"about_ca_topic_score_gemma":0.0005816914,"teacher_disagreement_score":0.73232156,"about_ca_system_score_codex":0.00070425926,"about_ca_system_score_gemma":0.0007956424,"threshold_uncertainty_score":0.9999226},"labels":[],"label_agreement":null},{"id":"W4404119104","doi":"10.1177/00221856241294108","title":"The impact of the COVID-19 pandemic on the labour market outcomes of Indigenous persons living off-reserve in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Indigenous; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Development economics; Economic growth; Economics; Virology; Medicine; Outbreak; Biology","score_opus":0.1440563482650451,"score_gpt":0.4225909840395478,"score_spread":0.2785346357745027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404119104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95694125,0.00064962445,0.0000020018151,0.03959631,0.0010181301,0.00046799143,0.00012941645,0.0000047322974,0.0011905248],"genre_scores_gemma":[0.9966078,0.00019210714,0.0000011704147,0.00027205196,0.00021372469,0.000011035516,5.381091e-7,0.0000112158705,0.0026903928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971642,0.001154378,0.00089567166,0.00007242947,0.00044743434,0.00026590188],"domain_scores_gemma":[0.98384356,0.015022527,0.0007005296,0.00020547536,0.00014670375,0.00008120227],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002951369,0.00011598103,0.00029054587,0.00012396874,0.0009652134,0.000012606975,0.00036162924,0.0001340553,0.00031124192],"category_scores_gemma":[0.008997857,0.00004634203,0.00023161819,0.00052643305,0.00008025252,0.000074154,0.00009898854,0.0017033664,0.0000012894191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005091763,0.000017841372,0.8923464,0.000008837691,0.00027274297,0.000003004459,0.0059097437,0.00041498695,0.000004529024,0.0004864345,0.10016452,0.00032004475],"study_design_scores_gemma":[0.00050000637,0.00010516712,0.9737074,0.00060538284,0.000070391565,0.000004494806,0.012053182,0.00005105282,8.5312934e-7,0.00056863367,0.012272493,0.000060942893],"about_ca_topic_score_codex":0.45640758,"about_ca_topic_score_gemma":0.6777826,"teacher_disagreement_score":0.22137503,"about_ca_system_score_codex":0.0015733369,"about_ca_system_score_gemma":0.008973938,"threshold_uncertainty_score":0.9993498},"labels":[],"label_agreement":null},{"id":"W4404287572","doi":"10.1017/jmo.2024.56","title":"The harmful side of absent leaders: Multifactor leadership and employees’ job-stress-related presenteeism","year":2024,"lang":"en","type":"article","venue":"Journal of Management & Organization","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Presenteeism; Business; Job stress; Psychology; Business administration; Management; Social psychology; Job satisfaction; Economics; Absenteeism","score_opus":0.06614533360189227,"score_gpt":0.3619351147009789,"score_spread":0.2957897810990866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404287572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9034586,0.010687654,0.0024876331,0.07281119,0.0036625816,0.0014330168,0.000014936604,0.00017082055,0.005273578],"genre_scores_gemma":[0.9853966,0.0033870973,0.000070182694,0.0001473882,0.000223239,0.0000041456397,0.0000070784113,0.000039087037,0.010725187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982583,0.00021292042,0.00076292624,0.0001386719,0.0003762067,0.0002509776],"domain_scores_gemma":[0.99870384,0.00036327995,0.00037648994,0.00014196844,0.00035678514,0.00005762989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005947188,0.0001390525,0.00021314376,0.00019239003,0.00045111726,0.000044196924,0.00017863225,0.00007874983,0.00013924121],"category_scores_gemma":[0.00021214104,0.000090325186,0.000055104458,0.00037946762,0.00010997561,0.00025792496,0.00015432951,0.00035323543,0.000035855923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015804305,0.0002801237,0.72727656,0.0046701008,0.0031742204,0.00012818034,0.04911373,0.00019196127,0.0010979765,0.025260437,0.16522677,0.023421887],"study_design_scores_gemma":[0.0028773048,0.00043493017,0.7829362,0.0045148283,0.0010171805,0.000012419227,0.118204206,0.0003138626,0.0011422074,0.0030668448,0.08504101,0.0004389826],"about_ca_topic_score_codex":0.000024188032,"about_ca_topic_score_gemma":0.000030836076,"teacher_disagreement_score":0.081938,"about_ca_system_score_codex":0.00009184602,"about_ca_system_score_gemma":0.00004345735,"threshold_uncertainty_score":0.36833543},"labels":[],"label_agreement":null},{"id":"W4404378694","doi":"10.1007/978-3-031-73454-0_5","title":"The Third Wave: Essential Workers and the Unvaccinated","year":2024,"lang":"en","type":"book-chapter","venue":"Global perspectives on health geography","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Third wave; Medicine; Economics; Political economy","score_opus":0.02237594155681471,"score_gpt":0.3613998736190479,"score_spread":0.3390239320622332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404378694","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023833851,0.12504221,0.0000048323536,0.14939043,0.0024957776,0.0028750245,0.00032286302,0.00033252934,0.719298],"genre_scores_gemma":[0.07933721,0.2978194,0.000044330372,0.014026907,0.0047705173,0.00094369904,0.00013382346,0.00032100218,0.60260314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961003,0.00041799524,0.0008445131,0.0009354732,0.00063654187,0.001065182],"domain_scores_gemma":[0.9970324,0.0011680741,0.00055005634,0.0007001044,0.00030267058,0.00024671745],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014336051,0.00067953824,0.00084127387,0.00018447464,0.00522769,0.00009468733,0.0003691784,0.0004407498,0.00012940221],"category_scores_gemma":[0.00008696824,0.00035600044,0.00054985355,0.000281995,0.0012593945,0.000050795472,0.0004650892,0.0021689434,0.0002763465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007754323,0.000017525997,0.0012874986,0.00022336244,0.0008302137,0.000009242593,0.004429467,3.3264033e-7,8.404713e-9,0.85683346,0.13283889,0.0027545467],"study_design_scores_gemma":[0.0018005107,0.0002952521,0.011061943,0.0013607021,0.00023154062,0.000004174115,0.027816046,0.0000057136303,2.1424983e-8,0.3244456,0.6325376,0.00044087105],"about_ca_topic_score_codex":0.00205234,"about_ca_topic_score_gemma":0.0015901518,"teacher_disagreement_score":0.53238785,"about_ca_system_score_codex":0.0004606735,"about_ca_system_score_gemma":0.00036667674,"threshold_uncertainty_score":0.9998892},"labels":[],"label_agreement":null},{"id":"W4404418309","doi":"10.5539/ibr.v17n6p23","title":"Association Between Employment Status and Mental Health of People: An Evidence-Based Analysis in The Post Covid-19 Era","year":2024,"lang":"en","type":"article","venue":"International Business Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; Association (psychology); 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demographic economics; Environmental health; Psychiatry; Economics; Medicine; Virology; Internal medicine","score_opus":0.1930188351123198,"score_gpt":0.547360732862293,"score_spread":0.35434189774997327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404418309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7184203,0.0010807087,0.00010850981,0.27911088,0.00021508087,0.00058846176,0.00025881984,0.000024420873,0.00019279336],"genre_scores_gemma":[0.99616253,0.0013027332,0.000023714647,0.0010576963,0.00020144432,0.00015072204,0.0004739397,0.0000107228125,0.00061651657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957791,0.0015100512,0.00049366953,0.000296437,0.0014891983,0.00043151912],"domain_scores_gemma":[0.99458367,0.0041318852,0.00012354758,0.00016531136,0.00088050775,0.00011506762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056847716,0.00010006756,0.00025355362,0.0010049964,0.00053452386,0.00007354201,0.00028541705,0.00007062008,0.00039130042],"category_scores_gemma":[0.0018355683,0.00007123761,0.000049660033,0.0020963731,0.00007124788,0.0003055632,0.00017255617,0.00050342554,0.000016123297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007447247,0.00006547894,0.98348534,0.00025488788,0.00032480966,0.0000024198757,0.009749972,0.000037318758,0.00002218883,0.00047888167,0.0044455463,0.001058656],"study_design_scores_gemma":[0.0003463391,0.00008312203,0.9856702,0.00024096627,0.0000286606,1.00840374e-7,0.0029406492,0.00026441028,0.0000017815031,0.00029179847,0.010072098,0.000059863083],"about_ca_topic_score_codex":0.03378581,"about_ca_topic_score_gemma":0.020750152,"teacher_disagreement_score":0.27805316,"about_ca_system_score_codex":0.0015547031,"about_ca_system_score_gemma":0.0013010169,"threshold_uncertainty_score":0.9971186},"labels":[],"label_agreement":null},{"id":"W4404444253","doi":"10.17483/2368-6669.1474","title":"Advancing Nursing Education Through an Intersectionality-Framed Approach: An Exemplar With Women Living at the Epicentre of Gender-Based Violence, Climate Crises, Racism, and Migration Status","year":2024,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intersectionality; Racism; Gender studies; Sociology","score_opus":0.05757223962279745,"score_gpt":0.4533001353320345,"score_spread":0.39572789570923705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404444253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97172195,0.0017220754,0.018065188,0.00254774,0.00160265,0.0016242887,0.000058009384,0.00016413485,0.0024939876],"genre_scores_gemma":[0.99049175,0.001267531,0.005614667,0.00053365674,0.00023988393,0.0008532422,0.00084182376,0.000041336298,0.00011610464],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99599814,0.001217868,0.0011536428,0.00049905386,0.0004908023,0.0006404848],"domain_scores_gemma":[0.9978566,0.00063094957,0.000613735,0.00042466418,0.0003379332,0.00013609085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016411312,0.0003110836,0.00034510222,0.00031360742,0.0010915429,0.000076174816,0.00014012122,0.00013317946,0.00009992405],"category_scores_gemma":[0.00015292055,0.00025737917,0.000044796816,0.00050990214,0.00022783756,0.003158356,0.00003645209,0.00042233724,0.000006609711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061107246,0.0031532918,0.081855774,0.004415436,0.000056097237,2.017344e-7,0.65594405,0.0031528755,0.0004412777,0.03601883,0.00062836555,0.21372274],"study_design_scores_gemma":[0.0010768871,0.00054419006,0.12829363,0.018797101,0.00013267632,0.000009780071,0.79962635,0.0057111713,0.00028052492,0.014432694,0.030299596,0.0007953784],"about_ca_topic_score_codex":0.00036316446,"about_ca_topic_score_gemma":0.0005611739,"teacher_disagreement_score":0.21292736,"about_ca_system_score_codex":0.0024717979,"about_ca_system_score_gemma":0.0006916026,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W4404445046","doi":"10.1108/ebhrm-05-2024-0159","title":"Breeding distrust during artificial intelligence (AI) era: how technological advancements, job insecurity and job stress fuel organizational cynicism?","year":2024,"lang":"en","type":"article","venue":"Evidence-based HRM a Global Forum for Empirical Scholarship","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acsenda School of Management; University of the Fraser Valley","funders":"","keywords":"Cynicism; Distrust; Job insecurity; Job stress; Management; Public relations; Psychology; Business; Artificial intelligence; Political science; Knowledge management; Engineering; Computer science; Social psychology; Job satisfaction; Economics; Work (physics); Law; Mechanical engineering","score_opus":0.13877109801811527,"score_gpt":0.43697899976015264,"score_spread":0.2982079017420374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404445046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8294323,0.009265703,0.0124261975,0.1439631,0.0012373849,0.0019022168,0.00073256454,0.0008254258,0.00021508725],"genre_scores_gemma":[0.99583447,0.00042243933,0.0006991528,0.001881024,0.00053218764,0.00036962927,0.000069746246,0.00004428557,0.00014708894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995679,0.0003212665,0.0008435042,0.0010661726,0.00080527767,0.0012847382],"domain_scores_gemma":[0.9972664,0.0014024735,0.00017649638,0.0003443502,0.0004603448,0.00034992772],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011898235,0.0005028934,0.00053316064,0.00016579489,0.0020307824,0.00035422086,0.0005440133,0.00054569315,0.00021039319],"category_scores_gemma":[0.0046599195,0.0004169507,0.00020040078,0.0013120129,0.00045661078,0.0013102316,0.00063340075,0.0014440495,0.000069472255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037489666,0.00009200229,0.8943744,0.0010745686,0.000075554286,0.000031367887,0.0001759565,0.000011893011,0.00019334246,0.09591726,0.0015053798,0.0061734035],"study_design_scores_gemma":[0.0011194211,0.0011215236,0.62249595,0.008447524,0.00032082002,0.000017929264,0.0033337828,0.0012758907,0.0011921604,0.34140304,0.017609688,0.0016622748],"about_ca_topic_score_codex":0.000041955864,"about_ca_topic_score_gemma":0.0004925228,"teacher_disagreement_score":0.27187842,"about_ca_system_score_codex":0.00090050756,"about_ca_system_score_gemma":0.00040326477,"threshold_uncertainty_score":0.9998282},"labels":[],"label_agreement":null},{"id":"W4404464027","doi":"10.1108/edi-04-2024-0181","title":"The inclusion of racialized women in the nursing workforce","year":2024,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Inclusion (mineral); Workforce; Sociology; Nursing; Gerontology; Gender studies; Political science; Medicine","score_opus":0.10006512383548191,"score_gpt":0.4605775910260857,"score_spread":0.3605124671906038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404464027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663324,0.00066098484,0.00023035026,0.024357654,0.0015861685,0.00015504425,0.000012229503,0.0000179696,0.0066472082],"genre_scores_gemma":[0.9959785,0.0016398884,0.000014752442,0.0012888503,0.00040144677,0.0000033919305,0.000004795309,0.0000040172295,0.00066437316],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974195,0.0010040263,0.00038957098,0.00012205564,0.0008164256,0.00024844895],"domain_scores_gemma":[0.99876946,0.0007293281,0.00015315632,0.000095783595,0.00018477281,0.0000675159],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.006038259,0.00008566912,0.00013321966,0.000117168485,0.01926559,0.000047533413,0.0006693687,0.00006946409,0.00013050741],"category_scores_gemma":[0.00021708978,0.000048002497,0.00005890088,0.00013942223,0.0001675382,0.0003827252,0.013439803,0.00057411595,0.000003716853],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004695729,0.00011582317,0.060720123,0.000024617377,0.00006203733,0.000021754746,0.82120067,0.000003824515,0.000068170564,0.06261005,0.0017979469,0.052905414],"study_design_scores_gemma":[0.0024189327,0.00027436303,0.23217273,0.0018701016,0.000044724016,0.000026713307,0.13672276,0.0008881601,0.000014640879,0.37432697,0.2509648,0.00027513556],"about_ca_topic_score_codex":0.00027177285,"about_ca_topic_score_gemma":0.00013167433,"teacher_disagreement_score":0.6844779,"about_ca_system_score_codex":0.0003790951,"about_ca_system_score_gemma":0.00008719825,"threshold_uncertainty_score":0.9945393},"labels":[],"label_agreement":null},{"id":"W4404481944","doi":"10.54932/qwne7668","title":"Analyse de la situation d’emploi, du conflit travail-famille et de l’évolution de la qualité de vie reliée à la santé pendant la pandémie de COVID-19 au Québec","year":2024,"lang":"fr","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Philosophy; Medicine","score_opus":0.06513020508811904,"score_gpt":0.4601548448619206,"score_spread":0.39502463977380153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404481944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59289044,0.016096571,0.028419051,0.020681834,0.0010982885,0.002154852,0.00063332904,0.0011242907,0.33690134],"genre_scores_gemma":[0.88075995,0.04823487,0.001484422,0.005775187,0.0016676295,0.00080311776,0.00060703285,0.0003123581,0.06035541],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.97190374,0.021112032,0.0023296564,0.001298628,0.0010807016,0.0022752176],"domain_scores_gemma":[0.9748251,0.0217047,0.0009018815,0.0008216686,0.00047717255,0.0012694716],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.032718565,0.0011901476,0.0017049026,0.00068321906,0.00197062,0.00023387768,0.00056332885,0.0030602075,0.0012214712],"category_scores_gemma":[0.012423179,0.0010988733,0.0008655081,0.00070549286,0.0011868711,0.00024416106,0.0005191956,0.0037223552,0.0002437369],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00032910082,0.0006459268,0.73548746,0.005900897,0.001731942,0.0012581279,0.09570507,0.00034583965,0.0011903014,0.030780582,0.11977821,0.006846531],"study_design_scores_gemma":[0.0015087349,0.0001737188,0.3383518,0.001683161,0.0021593056,0.0006014787,0.018720243,0.00052330294,0.00006442355,0.004477582,0.6307181,0.001018143],"about_ca_topic_score_codex":0.6969576,"about_ca_topic_score_gemma":0.5033636,"teacher_disagreement_score":0.5109399,"about_ca_system_score_codex":0.017264767,"about_ca_system_score_gemma":0.06942752,"threshold_uncertainty_score":0.99969155},"labels":[],"label_agreement":null},{"id":"W4404507194","doi":"10.1007/978-3-031-32152-8_41","title":"Precariat","year":2024,"lang":"de","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sociology","score_opus":0.08052783487237611,"score_gpt":0.3893270936936365,"score_spread":0.30879925882126036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404507194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017997167,0.017642554,0.000017155693,0.027806709,0.014683769,0.0013138877,0.00018456591,0.0005092114,0.93782413],"genre_scores_gemma":[0.0017466471,0.010373903,0.00005657942,0.0018406642,0.004853726,0.000072924166,0.00013435732,0.0002015194,0.9807197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970005,0.000058989946,0.0009553953,0.00080198725,0.0004445615,0.00073855725],"domain_scores_gemma":[0.9983036,0.0004658465,0.0002128293,0.00061337784,0.00019455142,0.000209808],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039288387,0.00070977927,0.0008352862,0.00023604822,0.00090380054,0.00003717155,0.00027241648,0.0011267605,0.06577972],"category_scores_gemma":[0.000036140573,0.00054120645,0.00041800254,0.000047516125,0.00015605791,0.000059065835,0.0009368577,0.0019846666,0.18577898],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018681636,0.000010718119,0.00038218,0.00083969376,0.0007737802,0.000033287823,0.0017202519,6.4416234e-8,0.0000011341032,0.7196253,0.274956,0.0016389122],"study_design_scores_gemma":[0.00022533858,0.000101740254,0.00014276468,0.0021045154,0.0007088734,6.20401e-7,0.00034439296,0.0000052112846,0.000001287452,0.12076167,0.8750997,0.0005038908],"about_ca_topic_score_codex":0.00030026998,"about_ca_topic_score_gemma":0.00048256668,"teacher_disagreement_score":0.6001437,"about_ca_system_score_codex":0.00018346398,"about_ca_system_score_gemma":0.00017150304,"threshold_uncertainty_score":0.99970394},"labels":[],"label_agreement":null},{"id":"W4404510831","doi":"10.17016/feds.2024.087","title":"Unemployment Insurance and Macro-Financial (In)Stability","year":2024,"lang":"en","type":"article","venue":"Finance and Economics Discussion Series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Macro; Financial stability; Unemployment; Economics; Stability (learning theory); Actuarial science; Business; Financial system; Finance; Macroeconomics; Computer science","score_opus":0.03315707196594017,"score_gpt":0.32686528131688236,"score_spread":0.2937082093509422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404510831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790784,0.0024550923,0.0000045519623,0.015723592,0.0007432497,0.0003036938,0.00007613824,0.00005612464,0.0015591194],"genre_scores_gemma":[0.9813515,0.01465988,0.000048840364,0.00025879114,0.0001335985,0.00014938979,0.000007864661,0.000015753174,0.0033743684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988246,0.00005215007,0.00038803092,0.00037992766,0.00003521318,0.00032005314],"domain_scores_gemma":[0.9996713,0.00007420392,0.000052982767,0.00014298687,0.00001516835,0.00004335176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030048355,0.00016155314,0.00027965507,0.000057829864,0.00042719368,0.00002792361,0.000054583827,0.000104298735,0.000054826396],"category_scores_gemma":[0.000028491551,0.00010256703,0.000031055606,0.00008343197,0.00014230984,0.00041238216,0.00018701,0.00023882564,0.000026432474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011706785,0.000022804305,0.934242,0.00039131712,0.000008499807,0.000006127486,0.007857854,0.0000028801153,0.000029098808,0.033938147,0.0020093208,0.021374853],"study_design_scores_gemma":[0.00031720469,0.00006160407,0.6731389,0.00037180094,0.000004698277,0.0000015714359,0.0013533887,0.000058619207,0.00004862926,0.0152574405,0.30919862,0.00018751291],"about_ca_topic_score_codex":0.00012581512,"about_ca_topic_score_gemma":0.0022689712,"teacher_disagreement_score":0.3071893,"about_ca_system_score_codex":0.00006537192,"about_ca_system_score_gemma":0.00008397718,"threshold_uncertainty_score":0.4182562},"labels":[],"label_agreement":null},{"id":"W4404512144","doi":"10.5539/ass.v20n6p20","title":"Jobless Rate and Its Dynamic Determinants in ASIA Countries During Global Crisis","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Indonesia; Universiti Teknologi MARA","keywords":"Economics; Financial crisis; Development economics; Macroeconomics","score_opus":0.0255526477439869,"score_gpt":0.4212387558430083,"score_spread":0.3956861080990214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404512144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96160537,0.0005695108,0.0000035446515,0.00806978,0.0006452312,0.00023989525,0.000026111524,0.000079807,0.028760744],"genre_scores_gemma":[0.99903023,0.00014531912,0.0000044996414,0.0001498152,0.000094750394,0.000031796033,3.3269225e-7,0.000006287152,0.0005369833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986066,0.000095625335,0.00021507627,0.00031353417,0.00023184293,0.0005372777],"domain_scores_gemma":[0.9997324,0.0000449285,0.00004182808,0.000057627676,0.000057201585,0.00006601972],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006782427,0.00010339885,0.00015971619,0.00007523945,0.0017875029,0.00006068889,0.00016611324,0.00007005349,0.00003053504],"category_scores_gemma":[0.00006048217,0.000089919726,0.000020845124,0.00073250895,0.00025785694,0.0003786309,0.00021860913,0.00017012189,0.00006859593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006182743,0.00003729189,0.79432166,0.0011561074,0.000027328484,0.00023948372,0.078637,1.0516932e-7,0.0011944189,0.0836818,0.0020776456,0.03856532],"study_design_scores_gemma":[0.00017451178,0.000011501413,0.9853801,0.00018418384,0.000007702852,0.0000012723607,0.010386345,0.000034615114,0.000040057297,0.0025468431,0.0011118415,0.00012098675],"about_ca_topic_score_codex":0.00015094002,"about_ca_topic_score_gemma":0.0015564865,"teacher_disagreement_score":0.19105846,"about_ca_system_score_codex":0.00034502038,"about_ca_system_score_gemma":0.00024535737,"threshold_uncertainty_score":0.999512},"labels":[],"label_agreement":null},{"id":"W4404567455","doi":"10.1080/09687599.2024.2427697","title":"‘All your value is wrapped up in your capabilities’: negotiating mental health disability, masculinity and paid work","year":2024,"lang":"en","type":"article","venue":"Disability & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Masculinity; Negotiation; Mental health; Work (physics); Value (mathematics); Psychology; Gender studies; Sociology; Social psychology; Psychiatry; Social science; Engineering; Computer science","score_opus":0.08763819525405736,"score_gpt":0.42810323319583865,"score_spread":0.3404650379417813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404567455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91946423,0.0030481871,0.00002093715,0.07252091,0.001710877,0.0020485045,0.00033916085,0.0003816652,0.00046551187],"genre_scores_gemma":[0.9939646,0.0008710518,0.00025109763,0.0033318507,0.0004708851,0.00033153812,0.000120479875,0.0000607765,0.000597724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944499,0.0012274128,0.0013607049,0.0011564579,0.0005481958,0.0012573443],"domain_scores_gemma":[0.9973738,0.0013890036,0.00016601357,0.00068894296,0.00006657284,0.0003156322],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003911451,0.00048641537,0.0008143912,0.000020340061,0.0014167064,0.00008129619,0.000250457,0.0003342866,0.00037756824],"category_scores_gemma":[0.0003327859,0.00042421045,0.00050654483,0.00055861456,0.0011130404,0.00034603933,0.000665667,0.001436511,0.000050056915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036118727,0.00025967942,0.7629517,0.0017413117,0.00009999253,3.1562425e-7,0.2099222,0.000003350419,0.000004342758,0.0007066274,0.02268997,0.0015844171],"study_design_scores_gemma":[0.0011251146,0.0001089795,0.7479717,0.00051468733,0.00005042009,6.3570207e-7,0.22566925,0.0006963596,0.0000020794037,0.005278869,0.018081756,0.000500116],"about_ca_topic_score_codex":0.010342417,"about_ca_topic_score_gemma":0.0012694863,"teacher_disagreement_score":0.07450035,"about_ca_system_score_codex":0.0018008302,"about_ca_system_score_gemma":0.00027962972,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W4404614835","doi":"10.1177/27551938241297286","title":"Social Mechanisms of Health Inequities, and the Political Economy of Health Care Services","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Health care; Social determinants of health; Political science; Economic growth; Political economy; Sociology; Economics","score_opus":0.03620473338532906,"score_gpt":0.453219986106639,"score_spread":0.4170152527213099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404614835","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019844748,0.17953748,0.00004575362,0.41959718,0.37100515,0.0038387075,0.0049150847,0.0000677058,0.0011482091],"genre_scores_gemma":[0.72422,0.027202293,0.00028188087,0.03457295,0.21265496,0.00010694141,0.00058369286,0.000206131,0.0001712032],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98844457,0.0018354721,0.006632188,0.00043619113,0.0015179424,0.0011336193],"domain_scores_gemma":[0.983937,0.0011395909,0.012299114,0.00017490832,0.0020488664,0.00040046754],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070221606,0.00052173255,0.0038876666,0.0005737416,0.001646159,0.000045089764,0.00088619423,0.0005715868,0.0000212785],"category_scores_gemma":[0.00006059073,0.00039100705,0.0003652202,0.00017391404,0.0004916254,0.00027765046,0.000614978,0.001505206,0.0000018427509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024271817,0.0003694213,0.00913212,0.2685051,0.0014603293,0.000012515835,0.302973,2.2819668e-7,8.5705506e-7,0.13385485,0.23655456,0.04470982],"study_design_scores_gemma":[0.012634411,0.004770102,0.013301851,0.033908118,0.00024516307,0.000022681212,0.35774758,0.00002865968,0.0000055775304,0.09736082,0.4792041,0.00077092747],"about_ca_topic_score_codex":0.025215756,"about_ca_topic_score_gemma":0.0064007575,"teacher_disagreement_score":0.7043752,"about_ca_system_score_codex":0.00089800253,"about_ca_system_score_gemma":0.01137794,"threshold_uncertainty_score":0.9998542},"labels":[],"label_agreement":null},{"id":"W4404631438","doi":"10.1111/gwao.13215","title":"The Migrant Care Work Regime and the Making of the Constant‐Care Worker Among Indian Immigrant Nurses","year":2024,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Calgary","funders":"","keywords":"Immigration; Ethnography; Work (physics); Construct (python library); Nursing; Sociology; Care work; Gender studies; Medicine; Political science; Law","score_opus":0.016198970646305086,"score_gpt":0.30062115449688076,"score_spread":0.28442218385057566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404631438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90630805,0.07444105,0.000093989845,0.014085165,0.0018251011,0.001348217,0.000014545313,0.00011013653,0.0017737326],"genre_scores_gemma":[0.9980297,0.0007251896,0.000008859209,0.00027823038,0.00015487373,0.000025483372,0.0000098128885,0.000029539775,0.0007383277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988162,0.00029690698,0.00027345825,0.00019537279,0.00017488252,0.00024319263],"domain_scores_gemma":[0.9991123,0.00035080945,0.00011186083,0.00022764475,0.00017663625,0.000020766725],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00023221226,0.00014100541,0.00015988681,0.00003368406,0.0022550956,0.00006315581,0.00012940558,0.000100726706,0.00002544534],"category_scores_gemma":[0.00009232468,0.00006213428,0.0000388957,0.0008083357,0.0004057562,0.00005156011,0.00016794846,0.00028822958,0.000004538814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003052635,0.0000019363308,0.73184425,0.00012286205,0.00006188227,0.0000011680722,0.25689924,0.0000012228911,0.0000015900222,0.0033435675,0.004089437,0.003602296],"study_design_scores_gemma":[0.0005068179,0.000008302362,0.7157538,0.0011163023,0.00015513034,0.0000012141351,0.26216137,0.0000018955005,0.00001558866,0.00063682825,0.01951417,0.00012856883],"about_ca_topic_score_codex":0.000047350604,"about_ca_topic_score_gemma":0.00036834643,"teacher_disagreement_score":0.091721624,"about_ca_system_score_codex":0.00003609604,"about_ca_system_score_gemma":0.000068868234,"threshold_uncertainty_score":0.9990438},"labels":[],"label_agreement":null},{"id":"W4404678111","doi":"10.1093/sp/jxae024","title":"Navigating Cumulative Disadvantages of Migration, Care, and Employment Regimes: Dependent Immigrants in Canada","year":2024,"lang":"en","type":"article","venue":"Social Politics International Studies in Gender State & Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"University of Toronto Mississauga; University of Toronto","keywords":"Disadvantage; Disadvantaged; Immigration; Scholarship; Inequality; Care work; Sociology; Demographic economics; Work (physics); Labour economics; Gender studies; Political science; Economic growth; Economics","score_opus":0.08074974552734976,"score_gpt":0.4632247800788016,"score_spread":0.3824750345514518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404678111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772256,0.016689783,0.000025230562,0.0024198976,0.0014564602,0.00038715295,0.00040980152,0.000024628476,0.0013614228],"genre_scores_gemma":[0.9873897,0.011447993,0.00009287633,0.00037436662,0.00022068569,0.00010070863,0.00003938592,0.000021062346,0.00031324083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99794835,0.00014351004,0.000702626,0.000297813,0.00048217748,0.00042552588],"domain_scores_gemma":[0.9988646,0.00058881764,0.00014762048,0.000066731795,0.0002948284,0.00003739688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030615844,0.00019361656,0.0003349537,0.00003042961,0.00041775746,0.000010191087,0.00011942851,0.000058915248,0.000009826231],"category_scores_gemma":[0.00009418393,0.00017853691,0.00008290506,0.00015429368,0.00020158324,0.00011168606,0.0003015854,0.0005077038,0.0000010687758],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009039823,0.000021022017,0.40963957,0.00052974536,0.0005220429,0.000013248761,0.5766769,0.000039274866,0.000008999602,0.0059833494,0.0049792714,0.0015775141],"study_design_scores_gemma":[0.0006922798,0.000023677194,0.13816352,0.0006988108,0.00003216739,4.6461122e-7,0.8450277,0.00014251226,0.000047845526,0.011797511,0.00314399,0.0002295323],"about_ca_topic_score_codex":0.644027,"about_ca_topic_score_gemma":0.86662143,"teacher_disagreement_score":0.27147606,"about_ca_system_score_codex":0.0030106597,"about_ca_system_score_gemma":0.00050231157,"threshold_uncertainty_score":0.78727704},"labels":[],"label_agreement":null},{"id":"W4404692440","doi":"10.1007/s42461-024-01145-5","title":"Evidence-Based Recommendations for Improving the Mental Health and Wellbeing of Ontario Mining Workers","year":2024,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto; Laurentian University","funders":"","keywords":"Mental health; Psychology; Applied psychology; Psychiatry","score_opus":0.20274262483944602,"score_gpt":0.4079542273525854,"score_spread":0.20521160251313939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404692440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76257324,0.009711566,0.050894216,0.16903277,0.0037143505,0.0031708712,0.000025570009,0.00029454354,0.0005828523],"genre_scores_gemma":[0.9803437,0.0002567517,0.013783524,0.0012905926,0.00026744825,0.0008242889,0.0001790803,0.00004439434,0.003010236],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983436,0.00028050612,0.0006046238,0.00028703938,0.00017711826,0.00030710566],"domain_scores_gemma":[0.99806696,0.0013571462,0.00026616128,0.0001556735,0.00009078528,0.00006326899],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017670435,0.0001529393,0.00025058215,0.0001386098,0.0014238994,0.000044581142,0.000086775595,0.00005942767,0.000066309214],"category_scores_gemma":[0.0002508185,0.000114039576,0.00007924185,0.00020475299,0.000059340986,0.0006243081,0.00007334338,0.00018500764,0.0000043874675],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037640944,0.00007788814,0.06403023,0.0019099213,0.0004433267,0.000001389405,0.64332944,0.00016586215,0.0018703304,0.0036205247,0.04762896,0.2365457],"study_design_scores_gemma":[0.003023215,0.002199096,0.0066620638,0.021229303,0.0005999455,0.0000025216088,0.40583566,0.033911265,0.00065173797,0.0021249373,0.52269894,0.0010613016],"about_ca_topic_score_codex":0.0035681268,"about_ca_topic_score_gemma":0.014446834,"teacher_disagreement_score":0.47506997,"about_ca_system_score_codex":0.00033785723,"about_ca_system_score_gemma":0.0009591625,"threshold_uncertainty_score":0.9998761},"labels":[],"label_agreement":null},{"id":"W4404749686","doi":"10.2196/62715","title":"Efficacy of a Mobile App–Based Behavioral Intervention (DRIVEN) to Help Individuals With Unemployment-Related Emotional Distress Return to Work: Protocol for a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Randomized controlled trial; Intervention (counseling); Psychology; Job attitude; Mental health; Seekers; Distress; Clinical psychology; Applied psychology; Job performance; Job satisfaction; Social psychology; Medicine; Psychiatry","score_opus":0.18724623598080295,"score_gpt":0.5911067079833486,"score_spread":0.4038604720025457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404749686","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026914613,0.0000028795787,0.0006308858,0.0019362011,0.0000593129,0.96978223,0.00016068634,0.0002578861,0.00025529036],"genre_scores_gemma":[0.012114548,5.9340937e-8,0.0004932612,0.000039421524,0.0002868174,0.9806004,0.00009538001,0.00009389114,0.0062762075],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99057895,0.0037839636,0.0020796652,0.0007990619,0.0016143597,0.0011440179],"domain_scores_gemma":[0.9934935,0.004092785,0.0004134138,0.00051967095,0.001113154,0.00036749482],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007852141,0.00041390516,0.0017398954,0.0008349413,0.0007290016,0.0001307448,0.00050604076,0.00028444556,0.0010554232],"category_scores_gemma":[0.000961427,0.00026647074,0.0006976542,0.0013893549,0.00028171932,0.00016462774,0.0004016459,0.000976071,0.000099544966],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9662182,0.003236961,0.0022016412,0.0024862639,0.00038628312,0.000007858258,0.0026128867,0.000046632933,0.00010928058,0.00057043106,0.01940018,0.0027233895],"study_design_scores_gemma":[0.9119579,0.010230659,0.00033087743,0.026048027,0.000050355735,2.2791421e-7,0.00034046525,0.00012284912,0.00015182585,0.00022666775,0.05024823,0.00029191712],"about_ca_topic_score_codex":0.000053000196,"about_ca_topic_score_gemma":0.000049423114,"teacher_disagreement_score":0.054260295,"about_ca_system_score_codex":0.00033493747,"about_ca_system_score_gemma":0.0006599733,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W4404755434","doi":"10.32920/27919116","title":"Are we there yet? Forty years of Employment Equity - the good, the bad and the ugly","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Economics; Labour economics; Business; Demographic economics; Political science; Law","score_opus":0.12884070272057618,"score_gpt":0.4461468380527727,"score_spread":0.31730613533219654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404755434","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29780623,0.040985722,0.000041739386,0.44331816,0.0052456288,0.008218177,0.00039883188,0.00031768467,0.20366782],"genre_scores_gemma":[0.94228613,0.008342032,0.000015030879,0.003195793,0.0005231467,0.0010860258,0.000009846336,0.00006208285,0.044479907],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970667,0.00084036944,0.00068375,0.00042655715,0.00051111827,0.00047150961],"domain_scores_gemma":[0.9961539,0.0020054197,0.0005706554,0.0010931742,0.00012633557,0.000050510727],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0024434112,0.00033166012,0.00058598054,0.000039483446,0.0009928091,0.00004792122,0.00082914333,0.00028372044,0.00044838944],"category_scores_gemma":[0.00015549721,0.0001202517,0.000280863,0.00012583652,0.00063751405,0.000021854785,0.009146246,0.0019990278,0.00009006508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029707368,0.00010408708,0.0827183,0.0023606243,0.0021640307,0.000012222622,0.051671643,0.000013373803,0.000005482219,0.2802869,0.55858016,0.021786107],"study_design_scores_gemma":[0.0015668889,0.000070123286,0.2559726,0.0028833337,0.00089529884,0.0000015337487,0.049616136,0.000060131144,0.0000130352855,0.3641459,0.32429498,0.00048004766],"about_ca_topic_score_codex":0.0028542422,"about_ca_topic_score_gemma":0.005437442,"teacher_disagreement_score":0.6444799,"about_ca_system_score_codex":0.00008023242,"about_ca_system_score_gemma":0.00018609196,"threshold_uncertainty_score":0.9988676},"labels":[],"label_agreement":null},{"id":"W4404755881","doi":"10.32920/27919116.v1","title":"Are we there yet? Forty years of Employment Equity - the good, the bad and the ugly","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Economics; Labour economics; Business; Political science; Law","score_opus":0.12884070272057618,"score_gpt":0.4461468380527727,"score_spread":0.31730613533219654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404755881","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29780623,0.040985722,0.000041739386,0.44331816,0.0052456288,0.008218177,0.00039883188,0.00031768467,0.20366782],"genre_scores_gemma":[0.94228613,0.008342032,0.000015030879,0.003195793,0.0005231467,0.0010860258,0.000009846336,0.00006208285,0.044479907],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970667,0.00084036944,0.00068375,0.00042655715,0.00051111827,0.00047150961],"domain_scores_gemma":[0.9961539,0.0020054197,0.0005706554,0.0010931742,0.00012633557,0.000050510727],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0024434112,0.00033166012,0.00058598054,0.000039483446,0.0009928091,0.00004792122,0.00082914333,0.00028372044,0.00044838944],"category_scores_gemma":[0.00015549721,0.0001202517,0.000280863,0.00012583652,0.00063751405,0.000021854785,0.009146246,0.0019990278,0.00009006508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029707368,0.00010408708,0.0827183,0.0023606243,0.0021640307,0.000012222622,0.051671643,0.000013373803,0.000005482219,0.2802869,0.55858016,0.021786107],"study_design_scores_gemma":[0.0015668889,0.000070123286,0.2559726,0.0028833337,0.00089529884,0.0000015337487,0.049616136,0.000060131144,0.0000130352855,0.3641459,0.32429498,0.00048004766],"about_ca_topic_score_codex":0.0028542422,"about_ca_topic_score_gemma":0.005437442,"teacher_disagreement_score":0.6444799,"about_ca_system_score_codex":0.00008023242,"about_ca_system_score_gemma":0.00018609196,"threshold_uncertainty_score":0.9988676},"labels":[],"label_agreement":null},{"id":"W4404776373","doi":"10.1111/peps.12668","title":"Introversion and Trait Incongruent Work Demands: Episodic Misfit at Work","year":2024,"lang":"en","type":"article","venue":"Personnel Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Trait; Extraversion and introversion; Work (physics); Social psychology; Trait theory; Cognitive psychology; Personality; Big Five personality traits; Computer science","score_opus":0.05452592135506983,"score_gpt":0.407227570511282,"score_spread":0.35270164915621216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404776373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9217646,0.008612288,0.000115844494,0.04132161,0.0037387311,0.00048260723,0.00001623147,0.0002724379,0.023675619],"genre_scores_gemma":[0.97137505,0.0009200608,0.00011780379,0.005077711,0.0008170263,0.00013448234,0.000020718542,0.000042213127,0.021494959],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810594,0.00024465303,0.00034748417,0.0005638807,0.00013947081,0.0005985683],"domain_scores_gemma":[0.99897474,0.0005164196,0.00008783084,0.00023631859,0.00003606603,0.0001485955],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004251281,0.00022418378,0.00032174063,0.00015863474,0.00069315045,0.000013672779,0.00013376435,0.00028094536,0.0018093431],"category_scores_gemma":[0.00008454827,0.00018250535,0.00008980355,0.00033801506,0.00018100964,0.00007282193,0.00019412326,0.00055177446,0.0010526811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003835496,0.00005400546,0.30911845,0.00023588662,0.00017462592,0.00005883718,0.034019023,4.3937365e-7,0.00008788144,0.00105719,0.63488054,0.019929584],"study_design_scores_gemma":[0.0018626009,0.00023131786,0.36611626,0.0007303583,0.00012479279,0.000014335621,0.0069212825,0.000012557639,0.0000025924194,0.0017799595,0.62179565,0.00040827366],"about_ca_topic_score_codex":0.000076379285,"about_ca_topic_score_gemma":0.00014476605,"teacher_disagreement_score":0.05699779,"about_ca_system_score_codex":0.00012694218,"about_ca_system_score_gemma":0.00002264731,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W4404860399","doi":"10.1177/17151635241300125","title":"Addressing workplace stress and understaffing: The Nova Scotia approach","year":2024,"lang":"en","type":"editorial","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nova Scotia Hospital","funders":"","keywords":"Nova scotia; Nova (rocket); Stress (linguistics); Geography; Engineering; Archaeology; Aeronautics","score_opus":0.12555998594855122,"score_gpt":0.39498294696259484,"score_spread":0.2694229610140436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404860399","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049046776,0.018626962,0.0000496326,0.0011907269,0.95868284,0.0012828895,0.0034403575,0.00009135377,0.011730539],"genre_scores_gemma":[0.13463625,0.01858716,0.00007706373,0.0021606698,0.8262994,0.000069690745,0.00045654798,0.0003773345,0.017335864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369615,0.0008411244,0.00117509,0.0008762406,0.0011905878,0.002220796],"domain_scores_gemma":[0.9941946,0.001642184,0.0006771512,0.00044222688,0.000973843,0.0020699862],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018063557,0.0009319874,0.00091943634,0.00053977617,0.0051146555,0.00054439117,0.0011891546,0.00053384085,0.00070391723],"category_scores_gemma":[0.0007517991,0.00073881395,0.00021960693,0.00079272146,0.0005742491,0.00030458925,0.00034537635,0.0073903995,0.000046677018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00005686125,0.000014399078,0.0005137384,0.0023350979,0.00057158875,0.009187879,0.0042528533,0.00007354223,0.000004293943,0.000048286798,0.97971463,0.0032268164],"study_design_scores_gemma":[0.0012796611,0.000023707918,0.0000041355565,0.0008699129,0.0007277448,0.008580744,0.00045609497,0.0003052929,0.000005340208,0.00011349226,0.9867318,0.00090206636],"about_ca_topic_score_codex":0.14279322,"about_ca_topic_score_gemma":0.6476536,"teacher_disagreement_score":0.5048604,"about_ca_system_score_codex":0.005639129,"about_ca_system_score_gemma":0.01703482,"threshold_uncertainty_score":0.9995063},"labels":[],"label_agreement":null},{"id":"W4404879855","doi":"10.1108/jhom-07-2024-0279","title":"Determinants of healthcare workers' job retention during the global health crisis: insights from a national survey in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; University of Windsor","funders":"","keywords":"Odds; Health care; Agency (philosophy); Survey data collection; Logistic regression; Job satisfaction; Psychology; Employee retention; Medicine; Social psychology; Business; Sociology; Political science; Marketing","score_opus":0.04259641386747826,"score_gpt":0.37706144536013236,"score_spread":0.3344650314926541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404879855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93144166,0.013292505,0.0002462767,0.052468333,0.0016458705,0.0007243806,0.000082001075,0.000015822267,0.000083142455],"genre_scores_gemma":[0.9901387,0.006931471,0.000052708,0.0026759403,0.00009482916,0.0000053980443,0.000018096924,0.000011974686,0.000070867696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710065,0.0008051485,0.0012217927,0.0001503358,0.00048531257,0.00023677744],"domain_scores_gemma":[0.99869126,0.0001342191,0.0006370859,0.000083456405,0.0003587242,0.00009524145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271201,0.000106448504,0.00032637359,0.00014216438,0.00046756814,0.000014223529,0.00010693101,0.000035126865,0.000026111733],"category_scores_gemma":[0.00008311701,0.000075243566,0.000021255237,0.00071060425,0.000014049783,0.00011849685,0.000098028264,0.00021725942,0.0000016124436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030995263,0.000016920298,0.9785236,0.0012858163,0.00005415747,0.000009748385,0.0017290699,0.000013410905,2.5638454e-7,0.0019203399,0.014497833,0.0019178602],"study_design_scores_gemma":[0.00047616664,0.00004665086,0.9899643,0.0010736545,0.000008460317,0.000002439514,0.005329127,0.000024439969,6.9678407e-7,0.0007568145,0.002264044,0.000053204694],"about_ca_topic_score_codex":0.5972322,"about_ca_topic_score_gemma":0.9142954,"teacher_disagreement_score":0.31706315,"about_ca_system_score_codex":0.0022061828,"about_ca_system_score_gemma":0.0027398842,"threshold_uncertainty_score":0.5769091},"labels":[],"label_agreement":null},{"id":"W4404888075","doi":"10.1007/978-3-031-69642-8_4","title":"The Resilience of Immigrant Entrepreneurs in Canada During the COVID-19 Pandemic: Some Lessons to be Learned","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in equity, diversity, inclusion, and indigenization in business","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Resilience (materials science); Pandemic; Immigration; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Sociology; Geography; Virology; Medicine; Archaeology; Outbreak","score_opus":0.14376710756016578,"score_gpt":0.4107835098164791,"score_spread":0.2670164022563133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404888075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8267679,0.040933393,0.000027500357,0.096671805,0.0063405335,0.006534327,0.0007646569,0.00013340294,0.021826474],"genre_scores_gemma":[0.9029746,0.083990455,0.0000019240417,0.0012482954,0.00013380793,0.000060299455,0.000029244442,0.000033631488,0.01152772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965003,0.00025098847,0.001023094,0.0006660085,0.0008865559,0.00067305675],"domain_scores_gemma":[0.9970953,0.0014184626,0.00044783953,0.00040643068,0.0005184457,0.000113512324],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.001600409,0.00043282792,0.0007512696,0.00052936375,0.006063738,0.000019713087,0.00081703946,0.00022994589,0.000030223715],"category_scores_gemma":[0.0010481072,0.00029802596,0.00005991495,0.00074442336,0.0006051704,0.00006814187,0.027329072,0.0007547683,0.0000036000952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013149154,0.000014588349,0.8477895,0.0013369359,0.00011720183,0.00006379448,0.11166435,0.00055101846,0.000005295277,0.03710127,0.0007648748,0.00045965452],"study_design_scores_gemma":[0.002139434,0.00005928389,0.70183516,0.003085533,0.0002037943,0.0000056751446,0.0754581,0.00002321947,0.0000048288653,0.18877324,0.027392035,0.0010196916],"about_ca_topic_score_codex":0.52226704,"about_ca_topic_score_gemma":0.9802281,"teacher_disagreement_score":0.45796108,"about_ca_system_score_codex":0.0027637905,"about_ca_system_score_gemma":0.0013149552,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W4404919537","doi":"10.7202/1114517ar","title":"Resisting Burnout: Confronting White Love in a Brahmin Mirror","year":2024,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Burnout; White (mutation); Psychology; Psychoanalysis; Social psychology; Clinical psychology","score_opus":0.03726708077405968,"score_gpt":0.32967430348617915,"score_spread":0.2924072227121195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404919537","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.580046,0.040417444,0.000053088046,0.24093722,0.014312822,0.0014741312,0.000408554,0.00019498322,0.12215573],"genre_scores_gemma":[0.39602295,0.0006352389,0.00053609366,0.0010135103,0.001641021,0.000055056476,0.0000661034,0.000115332216,0.59991467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953349,0.0005960752,0.0010977499,0.0008055311,0.00016072649,0.0020050188],"domain_scores_gemma":[0.99786234,0.00092551985,0.00019848533,0.0004175864,0.00014075973,0.0004553279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020235886,0.00043194005,0.0007116063,0.0004180861,0.00062317285,0.000077580444,0.00025150375,0.00042401883,0.0026508966],"category_scores_gemma":[0.00090972736,0.000479723,0.00019222498,0.0007805734,0.00017335004,0.0003092549,0.00024945056,0.0015957488,0.0035265794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011245752,0.00015707588,0.18175054,0.013288528,0.0004898989,0.005553608,0.20244728,0.000029556812,0.00045416292,0.103355825,0.40111974,0.091241345],"study_design_scores_gemma":[0.0004902203,0.0000889729,0.024546416,0.012601975,0.00012529186,0.000034218065,0.01265281,0.0016462519,0.0000057749317,0.0011005002,0.9461938,0.00051378337],"about_ca_topic_score_codex":0.040425114,"about_ca_topic_score_gemma":0.6187174,"teacher_disagreement_score":0.57829225,"about_ca_system_score_codex":0.0012529126,"about_ca_system_score_gemma":0.0004322502,"threshold_uncertainty_score":0.99976546},"labels":[],"label_agreement":null},{"id":"W4404922929","doi":"10.1037/pspi0000473","title":"The vicious cycle of status insecurity.","year":2024,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Psychology; Social psychology; Virtuous circle and vicious circle; Developmental psychology; Economics","score_opus":0.0765672809357164,"score_gpt":0.486127352774363,"score_spread":0.40956007183864657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404922929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93578404,0.0067921313,0.000024529407,0.04843532,0.0014667584,0.00007533106,0.000018051102,0.000009021693,0.007394816],"genre_scores_gemma":[0.99554914,0.0020998225,0.000011783886,0.0011911767,0.00078215514,0.0000023682571,6.386639e-7,0.000006188467,0.0003567162],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99871045,0.00040305508,0.00042878644,0.000076408505,0.00015452903,0.00022677438],"domain_scores_gemma":[0.9990815,0.0004914397,0.00019944432,0.00004451565,0.00014296723,0.00004014511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011286532,0.00006473137,0.00022374991,0.000042064123,0.0006963386,0.000007748054,0.000080138416,0.00011559833,0.00008967751],"category_scores_gemma":[0.00006510646,0.00004025968,0.0001050229,0.000081382095,0.00028224482,0.000053688804,0.00003443782,0.0005418722,0.00000585203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010384787,0.00025342414,0.21978313,0.00084588194,0.0011271604,0.000058288377,0.34597152,2.0998289e-7,0.00061159494,0.18877068,0.1868703,0.05466931],"study_design_scores_gemma":[0.000697954,0.00024054598,0.52239746,0.00007791361,0.00006348603,0.000009864607,0.014364889,0.000002292346,0.0000014996575,0.042330585,0.41974342,0.00007013079],"about_ca_topic_score_codex":0.000101788275,"about_ca_topic_score_gemma":0.00020323267,"teacher_disagreement_score":0.33160666,"about_ca_system_score_codex":0.000030021296,"about_ca_system_score_gemma":0.00010096808,"threshold_uncertainty_score":0.5355744},"labels":[],"label_agreement":null},{"id":"W4404926793","doi":"10.3390/ijerph21121611","title":"Mental and Physical Wellbeing of Carer–Employees in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Work (physics); Unpaid work; Psychology; Health care; Physical health; Nursing; Gerontology; Medicine; Psychiatry; Political science","score_opus":0.08502864588116199,"score_gpt":0.4549255023420979,"score_spread":0.3698968564609359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404926793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96765417,0.003951321,0.000004408424,0.027472187,0.00036315966,0.00013276508,0.00007814405,0.000001937292,0.00034191084],"genre_scores_gemma":[0.99392897,0.005489553,0.00001670535,0.00018323913,0.0002241097,0.0000049694927,0.0000064773917,0.000008009763,0.00013798848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802047,0.00027465975,0.00042569087,0.00011540805,0.0008292142,0.00033455202],"domain_scores_gemma":[0.99904346,0.0005552499,0.000093546885,0.000041394243,0.00004820532,0.00021814756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011825705,0.00006845924,0.00018353054,0.00026019636,0.00014266772,0.000018118315,0.00013782097,0.00002224466,0.00009046791],"category_scores_gemma":[0.00008283926,0.00005372317,0.000022355165,0.00008022517,0.00013287924,0.00019543801,0.00020350373,0.0005448229,0.0000018076573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006370193,0.00020690488,0.9386596,0.00015487356,0.00013589692,0.0000784282,0.009954837,4.6932152e-7,0.00056506833,0.0020541446,0.004395065,0.043730974],"study_design_scores_gemma":[0.0010203099,0.00068287516,0.90017587,0.000706385,0.000002697307,0.000028686383,0.030243961,0.00012771622,0.000034180834,0.0021091464,0.06476676,0.0001014479],"about_ca_topic_score_codex":0.19834173,"about_ca_topic_score_gemma":0.16182086,"teacher_disagreement_score":0.06037169,"about_ca_system_score_codex":0.0011948795,"about_ca_system_score_gemma":0.0014079754,"threshold_uncertainty_score":0.8534737},"labels":[],"label_agreement":null},{"id":"W4405099243","doi":"10.22215/etd/2024-16167","title":"The Emotional Economy of Care: Precarious Funding and Structural Violence in Canadian Non-Profit Social Services","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Profit (economics); Social economy; Political science; Business; Economics; Market economy; Microeconomics","score_opus":0.017534919537777402,"score_gpt":0.3741723074531859,"score_spread":0.3566373879154085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405099243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92223716,0.0025051353,5.7019193e-8,0.0013670065,0.0014796216,0.0006496544,0.00007758634,0.000017403168,0.07166637],"genre_scores_gemma":[0.9943025,0.00017938252,0.000004823322,0.00010916799,0.00025443177,0.00010634319,0.0005072865,0.000019844701,0.004516205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884105,0.000059189988,0.00037468396,0.00022561994,0.000098690834,0.0004007565],"domain_scores_gemma":[0.9994604,0.00012599914,0.00013939945,0.000075004435,0.00013326429,0.00006592699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016087916,0.00016967775,0.00024979078,0.00014272814,0.0011453353,0.00002283728,0.00013857,0.00023986705,0.00006817109],"category_scores_gemma":[0.000006474917,0.00012019333,0.000045739722,0.000098757875,0.000034181463,0.00006158325,0.000048841765,0.0004429591,0.000011836752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054188113,0.0000013211932,0.80326855,0.007111119,0.00014911416,0.000003179251,0.14016113,8.620459e-7,0.0000050587223,0.04262902,0.0008874639,0.005729],"study_design_scores_gemma":[0.00019505332,0.000021591559,0.9016628,0.0016313881,0.000043895263,1.3963322e-7,0.08265221,0.00005481242,0.000005544048,0.011154793,0.0024017128,0.00017602988],"about_ca_topic_score_codex":0.5325576,"about_ca_topic_score_gemma":0.9891155,"teacher_disagreement_score":0.45655787,"about_ca_system_score_codex":0.00028942287,"about_ca_system_score_gemma":0.00071377336,"threshold_uncertainty_score":0.8809109},"labels":[],"label_agreement":null},{"id":"W4405257209","doi":"10.1093/jae/ejae022","title":"Impact of the COVID-19 Pandemic on Income Inequalities in Cameroon: The Influence of Employment Status","year":2024,"lang":"en","type":"article","venue":"Journal of African Economies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Inequality; Economics; Demographic economics; Quantile regression; Economic inequality; Income distribution; Distribution (mathematics); Household income; Social distance; Poverty; Development economics; Coronavirus disease 2019 (COVID-19); Geography; Economic growth; Econometrics","score_opus":0.09039459555302899,"score_gpt":0.4244605958826267,"score_spread":0.3340660003295977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405257209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921748,0.0013017423,0.0000014668058,0.00509747,0.00030923405,0.00024573636,0.00007628162,0.000008792766,0.0007844456],"genre_scores_gemma":[0.99803966,0.0010530656,0.0000042877673,0.00042115184,0.000103907456,0.00001526066,3.1952584e-7,0.000011659459,0.00035067913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997894,0.00044446066,0.001104818,0.00009544141,0.0001779917,0.0002832974],"domain_scores_gemma":[0.99659944,0.0022084778,0.00079577114,0.00021183789,0.00010214985,0.00008230026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013078869,0.0001372656,0.00045776766,0.00022642966,0.00017622815,0.0000098115115,0.00029558563,0.000054003565,0.00010278172],"category_scores_gemma":[0.0005558914,0.000065287655,0.00021718985,0.00021860746,0.00027041024,0.00015199473,0.00014423477,0.00052442093,0.0000049013465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015205328,0.000028858729,0.9628989,0.00015478839,0.00019090831,0.00000232034,0.03018508,0.0025120385,0.000039153692,0.0016086084,0.0019479835,0.00027929357],"study_design_scores_gemma":[0.0004953818,0.0005045831,0.9709097,0.00048218705,0.00003437332,0.000004463284,0.016040767,0.0000061289797,0.000009187655,0.0033309527,0.008104755,0.00007749406],"about_ca_topic_score_codex":0.0028582872,"about_ca_topic_score_gemma":0.0017341835,"teacher_disagreement_score":0.014144313,"about_ca_system_score_codex":0.0008027135,"about_ca_system_score_gemma":0.0010522958,"threshold_uncertainty_score":0.43208942},"labels":[],"label_agreement":null},{"id":"W4405365169","doi":"10.1522/radm.no8.1841","title":"Le retour sur le lieu de travail postpandémie et la fidélisation des employés : le rôle, les défis et les inquiétudes des gestionnaires de proximité dans cette nouvelle transformation","year":2024,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03533692637241768,"score_gpt":0.3292096391699094,"score_spread":0.2938727127974917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405365169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.882887,0.02679144,0.034723267,0.04176395,0.00046321383,0.0013910895,0.0003308579,0.0007654149,0.010883744],"genre_scores_gemma":[0.97065204,0.012485266,0.003484945,0.00061846076,0.00031214397,0.00047977277,0.00025432257,0.00024379593,0.011469258],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98920643,0.0064958353,0.0012510519,0.00081558747,0.00051369774,0.0017173674],"domain_scores_gemma":[0.99682444,0.001774603,0.00029780396,0.00044821211,0.00025500936,0.0003999137],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0065637464,0.0008291995,0.00074693764,0.00038479138,0.0041573457,0.0003362389,0.00051231316,0.0010006361,0.00015511176],"category_scores_gemma":[0.00067289243,0.0008713859,0.00043392275,0.0005148412,0.0015215185,0.0013590086,0.00015579881,0.0021155444,0.00006428909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044183954,0.0012850207,0.07342899,0.007673582,0.0006517744,0.00011972049,0.6197906,0.0006783276,0.005331214,0.1609703,0.014712969,0.11491564],"study_design_scores_gemma":[0.0038308394,0.0009558875,0.7751966,0.007620598,0.0006490455,0.00018917274,0.10005066,0.0036385616,0.0027569463,0.041388754,0.062082935,0.0016400153],"about_ca_topic_score_codex":0.08493857,"about_ca_topic_score_gemma":0.22297554,"teacher_disagreement_score":0.7017676,"about_ca_system_score_codex":0.0013246634,"about_ca_system_score_gemma":0.0045333137,"threshold_uncertainty_score":0.9993737},"labels":[],"label_agreement":null},{"id":"W4405407829","doi":"10.1016/j.ijintrel.2024.102112","title":"Integrated approach to perceived group discrimination and protective factors: Implications for well-being and academic outcomes among Asian university students in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Intercultural Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; University of Victoria","keywords":"Psychology; Social psychology; Group (periodic table); Asian americans; Applied psychology; Political science; Ethnic group","score_opus":0.04086841073539406,"score_gpt":0.3759878230916336,"score_spread":0.33511941235623954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405407829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851118,0.000047316644,0.0035685939,0.00911489,0.00044515135,0.0006648705,0.00006309363,0.000014667332,0.0009696588],"genre_scores_gemma":[0.99877155,0.000052365634,0.00030398832,0.000083038714,0.000062309395,0.000027864968,0.000049920127,0.000009125276,0.00063984666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989524,0.00010727491,0.00042520624,0.00016524747,0.00020609277,0.00014377075],"domain_scores_gemma":[0.99893457,0.00037124343,0.00014981168,0.000039033454,0.000418305,0.00008704204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002150075,0.00012239348,0.00018030849,0.00029339048,0.00024393307,0.000035139117,0.00020635228,0.00007296362,0.0000087198305],"category_scores_gemma":[0.0002913127,0.00008736987,0.00005203481,0.00014962502,0.00003762572,0.0004968134,0.000108975335,0.0005489134,8.77916e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039829447,0.000020922776,0.96495456,0.00002248646,0.00020727159,0.000002157428,0.026303886,0.000016821463,0.00016570646,0.006449786,0.0007105698,0.0011059982],"study_design_scores_gemma":[0.00039493045,0.000034394005,0.94452214,0.00048193487,0.000043430544,0.000004333023,0.051985834,0.00018739108,0.0000016516268,0.001150361,0.0011075072,0.000086096254],"about_ca_topic_score_codex":0.06362253,"about_ca_topic_score_gemma":0.2521435,"teacher_disagreement_score":0.18852098,"about_ca_system_score_codex":0.0013624575,"about_ca_system_score_gemma":0.00017544476,"threshold_uncertainty_score":0.9426129},"labels":[],"label_agreement":null},{"id":"W4405422809","doi":"10.7202/1114972ar","title":"Instabilité politique et chômage en Afrique subsaharienne","year":2024,"lang":"fr","type":"article","venue":"Revue Gouvernance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.029109473578059514,"score_gpt":0.36153048172028923,"score_spread":0.33242100814222975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405422809","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1399516,0.19621575,0.0006328064,0.5768011,0.015312887,0.0015392638,0.0010824654,0.000609629,0.067854494],"genre_scores_gemma":[0.71855104,0.07706498,0.000364014,0.001960962,0.0028883286,0.0004539397,0.000034002966,0.0001382851,0.19854446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957044,0.0012737613,0.00081587327,0.00078455586,0.00023717186,0.001184239],"domain_scores_gemma":[0.99716944,0.0016266555,0.00018564769,0.0006173003,0.00016013105,0.00024082743],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016220423,0.0004472728,0.00059498893,0.000108524284,0.0004241981,0.000058318772,0.00036701353,0.00062988204,0.0022423822],"category_scores_gemma":[0.0007402302,0.00045412005,0.00025792167,0.00054237206,0.00024767738,0.00061036827,0.00042347913,0.0019885108,0.0017088018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026647946,0.00013205028,0.024003798,0.0066951443,0.00013897734,0.0003082317,0.042480353,0.000007198583,0.00006402262,0.7254175,0.1855316,0.015194476],"study_design_scores_gemma":[0.0002986589,0.00011480427,0.07509228,0.0076929135,0.00007273389,0.00001885639,0.0016216212,0.00012500575,0.00007088027,0.019593056,0.8948457,0.00045347115],"about_ca_topic_score_codex":0.0039694654,"about_ca_topic_score_gemma":0.00800512,"teacher_disagreement_score":0.7093141,"about_ca_system_score_codex":0.0010178193,"about_ca_system_score_gemma":0.0006441464,"threshold_uncertainty_score":0.999791},"labels":[],"label_agreement":null},{"id":"W4405469423","doi":"10.2139/ssrn.5039591","title":"'We're Not Worth It': Canadian Parole Officers’ Self-Worth Contingencies - A Valuation for Job Fitness?","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Valuation (finance); Self worth; Psychology; Actuarial science; Economics; Social psychology; Finance; Self-esteem","score_opus":0.06407716691387699,"score_gpt":0.38094834103735253,"score_spread":0.31687117412347554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405469423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67210245,0.05684062,0.0018582038,0.2189252,0.01591877,0.008805569,0.00072968414,0.0008421107,0.023977373],"genre_scores_gemma":[0.9432842,0.018739447,0.0001155267,0.0013704948,0.0035099653,0.0008102588,0.00014108507,0.00015901291,0.03186997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9920633,0.00048178268,0.0012025852,0.0007003757,0.0006243822,0.004927616],"domain_scores_gemma":[0.99733543,0.00041397096,0.0007787976,0.00042163508,0.00070405786,0.0003461019],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051519647,0.00060901244,0.00082090986,0.00055044924,0.0025348845,0.00012222034,0.0005914519,0.0006918615,0.00019307349],"category_scores_gemma":[0.0003188233,0.00053491205,0.00049131893,0.00026366653,0.000059463546,0.000114537965,0.00048823695,0.009004339,0.00017796982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00080552744,0.00027564375,0.1530042,0.005520412,0.012829366,0.000063604144,0.11999886,0.00053701247,0.0000353246,0.38016975,0.27872244,0.048037853],"study_design_scores_gemma":[0.002608023,0.00067226,0.010716775,0.003267514,0.0022314868,0.000034475626,0.062206984,0.00095652964,0.000007659474,0.5817737,0.3338612,0.0016634074],"about_ca_topic_score_codex":0.03202304,"about_ca_topic_score_gemma":0.8450222,"teacher_disagreement_score":0.8129992,"about_ca_system_score_codex":0.005796686,"about_ca_system_score_gemma":0.038559593,"threshold_uncertainty_score":0.99971026},"labels":[],"label_agreement":null},{"id":"W4405474957","doi":"10.1111/ijsw.12714","title":"Job demands‐control, job support, and depressive symptoms: Unraveling job support's moderating mechanism among social workers in China","year":2024,"lang":"en","type":"article","venue":"International Journal of Social Welfare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Job control; Social support; Job attitude; Psychology; Mechanism (biology); China; Job satisfaction; Job performance; Business; Social psychology; Work (physics); Political science","score_opus":0.017732212767465057,"score_gpt":0.3574415015474838,"score_spread":0.3397092887800187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405474957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480166,0.00037193368,0.0010202148,0.04032928,0.0032069108,0.00036347724,0.00010858263,0.00007234856,0.0065106982],"genre_scores_gemma":[0.99540627,0.00008471695,0.000048482456,0.0005227404,0.002962631,0.000038761103,0.000016073987,0.00005386086,0.00086644536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675804,0.00032470806,0.0012479351,0.00030574607,0.0008342179,0.00052933244],"domain_scores_gemma":[0.9984534,0.0002572104,0.0005974626,0.000058100144,0.0005097103,0.00012412261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010068717,0.00029689158,0.0005625068,0.00043878064,0.0012632777,0.00016070767,0.00035966255,0.00030322906,0.000579972],"category_scores_gemma":[0.00018232006,0.00026530662,0.0002710293,0.00016922447,0.000121239325,0.0006516636,0.00022232,0.0012524812,0.000010220184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035335025,0.000058454054,0.86669594,0.00018390034,0.0016833196,0.0009919243,0.05205745,0.000060248767,0.00021127376,0.06188573,0.007461357,0.008357078],"study_design_scores_gemma":[0.0040463586,0.0001592344,0.9634001,0.00084465346,0.00024426437,0.000046496167,0.01526807,0.0006517532,0.000018771858,0.011165065,0.0036820702,0.00047315125],"about_ca_topic_score_codex":0.00039196011,"about_ca_topic_score_gemma":0.0007858296,"teacher_disagreement_score":0.0967042,"about_ca_system_score_codex":0.00041703734,"about_ca_system_score_gemma":0.00029475492,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W4405483393","doi":"10.12927/hcq.2024.27491","title":"Introduction to Mental Health in Healthcare Workplaces","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Health care; Mental health; Mental healthcare; Best practice; Health administration; Nursing; Medicine; Business; Psychology; Psychiatry; Public health; Political science","score_opus":0.033979855527395304,"score_gpt":0.4127282825813139,"score_spread":0.3787484270539186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405483393","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05646089,0.009190518,0.000081681705,0.92365706,0.0071214256,0.0023877486,0.00012965151,0.0005914646,0.0003795604],"genre_scores_gemma":[0.95430624,0.0009806651,0.00035330566,0.029710276,0.0067393132,0.00088854734,0.00026614135,0.00011643613,0.006639064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951981,0.0010381779,0.0011393597,0.0008675318,0.00037725063,0.0013795907],"domain_scores_gemma":[0.9986329,0.00018974439,0.00012482353,0.00042741306,0.00013008591,0.0004949981],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014534065,0.0003280637,0.0005814035,0.000574732,0.0010623158,0.000040200106,0.00018300334,0.0002058702,0.00023822808],"category_scores_gemma":[0.000030319374,0.00030201624,0.000089422436,0.0010981701,0.00004059062,0.00025960163,0.000052819574,0.0011168716,0.0015370483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017670903,0.0000621937,0.026820239,0.0023125722,0.00003163408,0.000015073262,0.07902833,9.865013e-7,0.000018500936,0.025466107,0.63692164,0.22914603],"study_design_scores_gemma":[0.0005317838,0.0020721275,0.038759083,0.0018829714,0.0000044946687,0.000007385388,0.021165391,0.000029662768,0.0000018718762,0.0026693288,0.93249774,0.00037818018],"about_ca_topic_score_codex":0.0137009695,"about_ca_topic_score_gemma":0.04164565,"teacher_disagreement_score":0.8978454,"about_ca_system_score_codex":0.0013714397,"about_ca_system_score_gemma":0.00094426796,"threshold_uncertainty_score":0.9999432},"labels":[],"label_agreement":null},{"id":"W4405611739","doi":"10.1016/j.ehb.2024.101464","title":"Minimum wages and alcohol consumption: Evidence from Canadian longitudinal microdata","year":2024,"lang":"en","type":"article","venue":"Economics & Human Biology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Microdata (statistics); Alcohol consumption; Economics; Alcohol; Longitudinal data; Demographic economics; Consumption (sociology); Econometrics; Medicine; Environmental health; Demography; Sociology; Chemistry; Census","score_opus":0.2129813074380458,"score_gpt":0.4456589232442534,"score_spread":0.23267761580620758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405611739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772775,0.010425717,0.0000050502167,0.008820287,0.001281377,0.00025691293,0.0004053423,0.00006356144,0.0014642599],"genre_scores_gemma":[0.99302065,0.0033990021,0.0000454423,0.0007584059,0.0006914261,0.00005048098,0.00019961792,0.000017485001,0.0018175078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865603,0.00011908852,0.00033449696,0.0004688339,0.000012794089,0.00040877718],"domain_scores_gemma":[0.99899787,0.0005400645,0.000059676153,0.00023909828,0.0000234951,0.00013977048],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028434995,0.00015243674,0.00025335525,0.0001258415,0.0007485672,0.000029334507,0.00016579006,0.00017935301,0.0018141518],"category_scores_gemma":[0.000034504734,0.00014216575,0.00003542046,0.000024718262,0.0002244789,0.00012445216,0.0001912143,0.00028159362,0.00090709934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000087359285,0.0000032735843,0.9572259,0.000052693103,0.00011978436,0.000009096647,0.001256349,8.806175e-8,0.00048614712,0.009599553,0.030383525,0.0008548264],"study_design_scores_gemma":[0.00031675992,0.00007500948,0.7472373,0.00028662753,0.000060707065,0.0000035306377,0.00026122067,0.000020852753,0.000037965106,0.008842069,0.2425776,0.00028035097],"about_ca_topic_score_codex":0.074122205,"about_ca_topic_score_gemma":0.46093062,"teacher_disagreement_score":0.3868084,"about_ca_system_score_codex":0.00016841578,"about_ca_system_score_gemma":0.00016268593,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W4405619532","doi":"10.1080/07078552.2024.2422684","title":"Bounding the boundless: gendered work hierarchies and “boundless work” in Ontario longterm care homes","year":2024,"lang":"en","type":"article","venue":"Studies in Political Economy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Calgary","funders":"","keywords":"Work (physics); Bounding overwatch; Sociology; Care work; Engineering; History","score_opus":0.11030953108104473,"score_gpt":0.4203675257291737,"score_spread":0.31005799464812894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405619532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.842811,0.039439335,0.0000064391625,0.015790695,0.0021237023,0.0008721553,0.000011831089,0.0001052111,0.09883961],"genre_scores_gemma":[0.9942312,0.0003974617,0.000040462925,0.0012359815,0.00041167613,0.0005795544,0.000008332468,0.00003323907,0.0030620436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713635,0.00027640647,0.0006961825,0.0005130822,0.000117678974,0.001260322],"domain_scores_gemma":[0.9974545,0.00204485,0.00005185781,0.00027049895,0.00006102418,0.000117228745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052683474,0.00031666568,0.00061393535,0.00023788128,0.0010692566,0.00011240564,0.00020775711,0.00013517075,0.00007306088],"category_scores_gemma":[0.0001325914,0.000224908,0.00008506233,0.00029918912,0.0011733237,0.00019846739,0.0006859845,0.0011305009,0.000047787267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003485829,0.000016721859,0.6089742,0.000579874,0.00014373784,0.000045528694,0.10632235,5.172231e-7,6.584946e-8,0.2815093,0.0017174951,0.0006553583],"study_design_scores_gemma":[0.00080757355,0.000058027897,0.47599876,0.002533485,0.00006581987,0.0000034627851,0.28950188,0.000002497737,0.0000013555065,0.11312663,0.117440715,0.0004597949],"about_ca_topic_score_codex":0.007994501,"about_ca_topic_score_gemma":0.1907086,"teacher_disagreement_score":0.18317954,"about_ca_system_score_codex":0.0017894304,"about_ca_system_score_gemma":0.0003627578,"threshold_uncertainty_score":0.99861133},"labels":[],"label_agreement":null},{"id":"W4405654895","doi":"10.1108/bl-08-2023-0248","title":"Crisis-induced career shock and entrepreneurial intention among employees: what is the role of layoff, job insecurity and perceived employability during COVID-19?","year":2024,"lang":"en","type":"article","venue":"The Bottom Line Managing Library Finances","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Council on Foreign Relations","funders":"","keywords":"Layoff; Employability; Coronavirus disease 2019 (COVID-19); Job insecurity; Shock (circulatory); Business; Demographic economics; Unemployment; Psychology; Economics; Economic growth; Work (physics)","score_opus":0.03355127938730052,"score_gpt":0.3207105893964031,"score_spread":0.2871593100091026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405654895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499799,0.014037079,0.0000049636,0.034063496,0.000577007,0.00077579904,0.000040486855,0.0002575512,0.00026372686],"genre_scores_gemma":[0.99116284,0.006800268,0.000019407415,0.00090926053,0.00034503662,0.00010784411,0.000012087631,0.00003394766,0.00060933153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781454,0.0005310527,0.00053322647,0.000514516,0.00023190568,0.00037477995],"domain_scores_gemma":[0.9985726,0.0007032214,0.00016041994,0.00043574724,0.000038889044,0.00008914079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054038945,0.00025776587,0.00035416003,0.000102867845,0.0012749358,0.00017319094,0.000313562,0.00010680383,0.00009822941],"category_scores_gemma":[0.00009967309,0.00015356195,0.00010855268,0.00026766458,0.00032291273,0.0013031448,0.0008171975,0.0005560768,0.000005089116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016391036,0.000030885498,0.9404566,0.0011231403,0.000126016,0.0000067499263,0.05117383,0.0000032771768,0.00013373185,0.0017929089,0.002420327,0.002568569],"study_design_scores_gemma":[0.0005713951,0.00012571995,0.92021435,0.0010855418,0.00015147153,0.0000021125124,0.028778993,0.0002767078,0.0003094321,0.041995514,0.0062211575,0.00026757515],"about_ca_topic_score_codex":0.001381719,"about_ca_topic_score_gemma":0.00029766886,"teacher_disagreement_score":0.041182928,"about_ca_system_score_codex":0.000029535993,"about_ca_system_score_gemma":0.000086523905,"threshold_uncertainty_score":0.98059046},"labels":[],"label_agreement":null},{"id":"W4405675105","doi":"10.1007/978-3-031-67015-2_14","title":"Addressing Chronic Precarity in the Wake of Disaster: A Canadian Red Cross Perspective","year":2024,"lang":"en","type":"book-chapter","venue":"Canada and international affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Red Cross Society","funders":"","keywords":"Precarity; Perspective (graphical); Wake; Political science; Sociology; Gender studies; Art; Engineering; Visual arts; Aerospace engineering","score_opus":0.07601351389617458,"score_gpt":0.38818020288558264,"score_spread":0.312166688989408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405675105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022392164,0.0031123005,3.377635e-7,0.013251947,0.0014815485,0.0003735836,0.0007311362,0.000008448038,0.9788015],"genre_scores_gemma":[0.6706844,0.00020352314,0.0000013431336,0.00023493604,0.00039792954,0.000032433956,0.00006156573,0.000019223038,0.32836464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998875,0.000030544747,0.00032957186,0.00025106323,0.0002779405,0.00023583777],"domain_scores_gemma":[0.9993,0.00015517796,0.00012558996,0.0001325724,0.00021137368,0.00007527285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016620598,0.00017611287,0.00022652786,0.00013369137,0.00024372566,0.000019848356,0.00022822754,0.00014173897,0.0005478122],"category_scores_gemma":[0.00004543152,0.00013024741,0.000052494237,0.000028266872,0.00013154202,0.000050071074,0.00010045818,0.0006060086,0.0000048364423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004144453,0.000008265459,0.014549566,0.00044689415,0.00045590723,0.00011049293,0.01675714,0.0000046570653,0.0000037128952,0.8576467,0.10895439,0.001020821],"study_design_scores_gemma":[0.00047452416,0.000053207947,0.017874502,0.0025041196,0.000067785244,0.000006347665,0.015885817,0.00004363551,0.0000010874614,0.042471156,0.9202916,0.0003262237],"about_ca_topic_score_codex":0.9538129,"about_ca_topic_score_gemma":0.99952596,"teacher_disagreement_score":0.81517553,"about_ca_system_score_codex":0.002104831,"about_ca_system_score_gemma":0.0022817396,"threshold_uncertainty_score":0.5998159},"labels":[],"label_agreement":null},{"id":"W4405726624","doi":"10.1177/00207152241306304","title":"Childhood adversities and gender inequality in mental health: Do gendered institutions matter?","year":2024,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; Psychology; Developmental psychology; Life course approach; Inequality; Social inequality; Sociology; Psychiatry; Demography; Population","score_opus":0.196921657446236,"score_gpt":0.5063682347373101,"score_spread":0.30944657729107405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405726624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419892,0.008515048,0.0005035308,0.03793737,0.0028760163,0.00023330185,0.00007806268,0.00001565796,0.007851822],"genre_scores_gemma":[0.99674535,0.0008177635,0.00010443473,0.0017724538,0.00037268476,0.000010991285,0.000020201674,0.000004779935,0.00015137198],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99806607,0.00076525344,0.0006720045,0.00012394799,0.00018825808,0.0001844605],"domain_scores_gemma":[0.998965,0.0004946763,0.00025126533,0.00004010576,0.00019636129,0.00005255818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070618605,0.00010773196,0.00039596838,0.0002552783,0.00022903582,0.000011853065,0.00014141884,0.00007074764,0.00034278244],"category_scores_gemma":[0.000030258872,0.000084042236,0.000087813256,0.000050786322,0.00041810833,0.0002027438,0.000121434874,0.00054229057,0.000048088637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041538273,0.00010848631,0.22733656,0.00006206094,0.0009510246,0.000025080977,0.43698832,0.000026061232,0.000014679271,0.29804394,0.03574013,0.00028827862],"study_design_scores_gemma":[0.006883559,0.00015562233,0.7705274,0.00042708986,0.000028334942,0.000067150395,0.064202085,0.00006468727,0.0000031553586,0.11784617,0.03960639,0.00018834758],"about_ca_topic_score_codex":0.00007229033,"about_ca_topic_score_gemma":0.000059359154,"teacher_disagreement_score":0.54319084,"about_ca_system_score_codex":0.00038293915,"about_ca_system_score_gemma":0.0004252215,"threshold_uncertainty_score":0.37532273},"labels":[],"label_agreement":null},{"id":"W4405799030","doi":"10.53479/38817","title":"Banco de España Business Activity Survey: 2024 Q4","year":2024,"lang":"en","type":"article","venue":"Economic Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Quarter (Canadian coin); Economic shortage; Business; Turnover; Sample (material); Labour economics; Economics; Finance; Government (linguistics); Management","score_opus":0.05066129626035094,"score_gpt":0.3781007192565026,"score_spread":0.3274394229961517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405799030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8782839,0.0010243424,0.00018664566,0.048361324,0.0056073293,0.00042087695,0.00020276183,0.00031422923,0.06559855],"genre_scores_gemma":[0.8909887,0.0003299326,0.00005671394,0.0007735477,0.0011452707,0.00014061433,0.000024933883,0.000050193743,0.106490076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984848,0.00035055628,0.00027929535,0.00035021058,0.00004900211,0.0004861531],"domain_scores_gemma":[0.9986984,0.00088742573,0.00006326361,0.00023358267,0.000035734065,0.00008159866],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012780195,0.00017116546,0.0002729025,0.00007739147,0.00039282237,0.000032039414,0.00014500337,0.00014053514,0.0149688935],"category_scores_gemma":[0.00012177834,0.00015813786,0.00006359824,0.0000877344,0.000052551284,0.00005314487,0.00018777155,0.0004286337,0.01756353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041345837,0.000016140511,0.12171117,0.00017265783,0.00007200186,0.00000876153,0.0005400165,0.00000999132,0.000038774426,0.0007440427,0.8741288,0.002516267],"study_design_scores_gemma":[0.00015904378,0.000009870332,0.34818855,0.000094459414,0.0000110640785,7.286836e-7,0.000080356374,0.000048918402,0.000015591519,0.0001711838,0.65109414,0.00012608881],"about_ca_topic_score_codex":0.0046133734,"about_ca_topic_score_gemma":0.0019128508,"teacher_disagreement_score":0.22647738,"about_ca_system_score_codex":0.00038276223,"about_ca_system_score_gemma":0.00030430555,"threshold_uncertainty_score":0.9859316},"labels":[],"label_agreement":null},{"id":"W4405833642","doi":"10.1007/s12115-024-01043-y","title":"A Call to De-economicize the Sociology of Migration","year":2024,"lang":"en","type":"article","venue":"Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ethnocentrism; Sociology; Framing (construction); Neglect; Phenomenon; Emigration; Positive economics; Sociological research; Social science; Epistemology; Political science; Economics; Anthropology; Law; Geography; Psychology","score_opus":0.054720541166362074,"score_gpt":0.42924051646370154,"score_spread":0.3745199752973395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405833642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9092038,0.0006923898,0.00036407518,0.08539797,0.00044385606,0.00025936475,0.000014117465,0.000055073673,0.003569326],"genre_scores_gemma":[0.98902726,0.00017200461,0.00013941358,0.004538783,0.00028578247,0.000083762985,0.000003784735,0.0000075076323,0.0057416735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949574,0.00008509101,0.00014467388,0.00008482637,0.000030275734,0.00015936287],"domain_scores_gemma":[0.99950033,0.00035023628,0.000024265993,0.00007890556,0.000027635331,0.000018617045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042766097,0.000043663797,0.00008692642,0.000005975636,0.0002659501,0.0000018657273,0.000059138958,0.00007437828,0.00010215651],"category_scores_gemma":[0.000027638745,0.00002724384,0.000097160664,0.00004298113,0.00008463035,0.000017676317,0.000057805137,0.00016989815,0.0001198828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004150659,0.0000055574997,0.046818268,0.000100346966,0.00008576145,1.2949592e-7,0.19371273,0.0000037467814,0.00089086365,0.011872572,0.7460306,0.00047526663],"study_design_scores_gemma":[0.00027077386,0.00010011775,0.15730162,0.0001444829,0.00006638924,2.968559e-7,0.053040132,0.000568441,0.000116652634,0.013669286,0.7745789,0.00014286325],"about_ca_topic_score_codex":0.00032039863,"about_ca_topic_score_gemma":0.00029168394,"teacher_disagreement_score":0.14067258,"about_ca_system_score_codex":0.000078628036,"about_ca_system_score_gemma":0.0000950587,"threshold_uncertainty_score":0.20455},"labels":[],"label_agreement":null},{"id":"W4405858237","doi":"10.1080/15332640.2024.2446734","title":"De-essentializing racial pain: Stories of Filipino health care workers","year":2024,"lang":"en","type":"article","venue":"Journal of Ethnicity in Substance Abuse","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algoma University; Trent University","funders":"","keywords":"Health care; Mental health; Stressor; Qualitative research; Pandemic; Nursing; Medicine; Social support; Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Sociology; Social psychology; Political science","score_opus":0.0608362651430494,"score_gpt":0.4344670365431715,"score_spread":0.3736307714001221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405858237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441409,0.04826577,0.0011708373,0.0036935443,0.0021879359,0.00024398985,0.0000131844445,0.00003102495,0.00025277294],"genre_scores_gemma":[0.991651,0.0060616625,0.00056018925,0.0006152256,0.00076727755,0.000010346754,0.0000023941643,0.00002653918,0.0003053854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969105,0.00091540016,0.0011512209,0.00014673888,0.00040195195,0.00047416452],"domain_scores_gemma":[0.99782014,0.00095003785,0.0005886911,0.00015469304,0.00038107744,0.000105358915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00287281,0.00015464408,0.00054253015,0.00024470486,0.0002658952,0.000012306792,0.00020792971,0.00013694503,0.000081549835],"category_scores_gemma":[0.00024455492,0.00012971796,0.00016638199,0.00053219683,0.00010704494,0.000266155,0.00002060073,0.0010522524,0.000004147122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024756297,0.000050621937,0.31817913,0.0013371492,0.00010282317,0.000069343165,0.65280116,0.00008999347,0.00019930628,0.00034474136,0.021864485,0.0047136946],"study_design_scores_gemma":[0.0029128848,0.0007602566,0.21723089,0.022240315,0.00012994927,0.0000096831345,0.6168128,0.00006144695,0.00036785725,0.001624339,0.13723764,0.0006119268],"about_ca_topic_score_codex":0.00046246403,"about_ca_topic_score_gemma":0.007690196,"teacher_disagreement_score":0.11537314,"about_ca_system_score_codex":0.0006456988,"about_ca_system_score_gemma":0.0006737932,"threshold_uncertainty_score":0.5289745},"labels":[],"label_agreement":null},{"id":"W4405862273","doi":"10.1057/s41599-024-04338-x","title":"Who they are, and what they do: perspectives on work–life balance among entrepreneurs and wage earners","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Balance (ability); Wage; Work–life balance; Work (physics); Labour economics; Psychology; Sociology; Economics; Demographic economics; Engineering; Mechanical engineering","score_opus":0.14071950499411442,"score_gpt":0.4023738034249173,"score_spread":0.2616542984308029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405862273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083984,0.027570423,0.0000010943048,0.022077624,0.00016055912,0.0002788161,0.00001282037,0.00009112957,0.041409172],"genre_scores_gemma":[0.94496787,0.052593347,0.000013699066,0.0006230524,0.00009965913,0.0000644971,0.0000026064674,0.0000073904466,0.0016278593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988904,0.000320013,0.00016237341,0.00024176767,0.00014717228,0.00023826104],"domain_scores_gemma":[0.9988407,0.0008005288,0.000073734576,0.00020288047,0.00004811246,0.000034062323],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045314815,0.000115003786,0.00016704037,0.00007622935,0.006315001,0.000484348,0.00025427417,0.00005562347,0.000028341316],"category_scores_gemma":[0.00005184499,0.00008857549,0.000028429651,0.00009796601,0.0017241213,0.0005244065,0.0004355115,0.00030190297,0.0000045334405],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004719833,0.000019424695,0.14465295,0.00003766387,0.000031108615,4.0857987e-7,0.41961083,3.6442057e-7,0.0000011043426,0.43185395,0.0019015075,0.0018859779],"study_design_scores_gemma":[0.00010712723,0.00003754753,0.2889503,0.0003946314,0.000020296702,1.4181525e-7,0.68728346,0.000037083395,9.202913e-8,0.0070299404,0.016013792,0.00012561155],"about_ca_topic_score_codex":0.000603771,"about_ca_topic_score_gemma":0.003019188,"teacher_disagreement_score":0.424824,"about_ca_system_score_codex":0.000031039126,"about_ca_system_score_gemma":0.00003890707,"threshold_uncertainty_score":0.99497867},"labels":[],"label_agreement":null},{"id":"W4405960301","doi":"10.1093/geroni/igae098.0624","title":"ETHNICITY AND WELL-BEING AMONG OLDER IMMIGRANTS IN DIVERSE SOCIOCULTURAL CONTEXTS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Ethnic group; Immigration; Sociology; Psychology; Geography; Anthropology","score_opus":0.039639527467921966,"score_gpt":0.39326717583008963,"score_spread":0.35362764836216765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898678,0.00026655864,0.000050250233,0.004400869,0.0005284375,0.00030481737,0.0000013421887,0.000082908744,0.004497002],"genre_scores_gemma":[0.9973433,0.00005512927,0.000017611048,0.00073359115,0.00010622829,0.00004913632,0.000010028609,0.000010160129,0.0016747967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988912,0.00010678935,0.000446023,0.00019507077,0.00011040573,0.0002505342],"domain_scores_gemma":[0.9996071,0.00018186476,0.00006479675,0.00005642477,0.00007678436,0.000013016128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069204427,0.000096532305,0.00014112232,0.0003177329,0.00026210802,0.000017949393,0.00004293272,0.00008221844,0.00007313583],"category_scores_gemma":[0.00007915812,0.000083007944,0.000013167062,0.0008172061,0.000052920983,0.00028577106,0.000097588716,0.00049611134,0.00002864666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003355217,0.0000065730583,0.92898554,0.00015002672,0.000009263143,0.000013181411,0.05693443,0.0000016181218,0.00018260279,0.008971933,0.0011386628,0.0036028363],"study_design_scores_gemma":[0.00049239345,0.0000041693347,0.98265314,0.0011683974,0.000003581679,2.0565366e-7,0.012347799,0.00017440005,0.0000310619,0.0020121436,0.0010110501,0.0001016835],"about_ca_topic_score_codex":0.002059799,"about_ca_topic_score_gemma":0.0023869055,"teacher_disagreement_score":0.053667597,"about_ca_system_score_codex":0.00011516965,"about_ca_system_score_gemma":0.000023068389,"threshold_uncertainty_score":0.3384966},"labels":[],"label_agreement":null},{"id":"W4405976229","doi":"10.3390/world6010004","title":"Globalization and the Fallout of the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"World","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Globalization; Geography; Political science; Virology; Medicine; Outbreak; Infectious disease (medical specialty); Law","score_opus":0.06529077298510023,"score_gpt":0.42984050875859975,"score_spread":0.36454973577349953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976229","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2559826,0.0055818544,0.0011840379,0.36078867,0.00237355,0.0027317994,0.000032703625,0.00018224724,0.3711425],"genre_scores_gemma":[0.9407351,0.00015026036,0.0000039284246,0.013414378,0.00003494446,0.000040064446,0.0000012197908,0.0000024441667,0.045617633],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934095,0.0002618219,0.000162314,0.00006820126,0.00007034374,0.00009634274],"domain_scores_gemma":[0.9992588,0.0004814217,0.00007268548,0.00014055832,0.000030971554,0.000015562779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004050385,0.000044157845,0.000098701246,0.000023997303,0.00062045775,0.0000022100437,0.00009672822,0.000023941173,0.00005174627],"category_scores_gemma":[0.0002942871,0.000020444297,0.000025867927,0.00024299757,0.00015189544,0.000012606143,0.00015762879,0.0001055796,0.000004044359],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026177951,0.0000031323875,0.81651676,0.00005583368,0.00001609692,2.6376219e-8,0.0014953997,0.000001314422,0.0000061334863,0.13091679,0.05075303,0.0002093267],"study_design_scores_gemma":[0.00134349,0.000002888299,0.2843619,0.00008930237,0.000044662433,8.298504e-8,0.00094894296,0.000013015367,0.0000029229316,0.022846509,0.6903115,0.000034824243],"about_ca_topic_score_codex":0.0006197833,"about_ca_topic_score_gemma":0.0070002014,"teacher_disagreement_score":0.6847525,"about_ca_system_score_codex":0.00004385465,"about_ca_system_score_gemma":0.00008422286,"threshold_uncertainty_score":0.47721222},"labels":[],"label_agreement":null},{"id":"W4405976463","doi":"10.1093/geroni/igae098.0097","title":"VULNERABILITY, LIFE SATISFACTION, AND SOCIAL SUPPORT AMONG OLDER ADULTS: RESULTS FROM THE CLSA","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"","keywords":"Vulnerability (computing); Social vulnerability; Psychology; Gerontology; Life satisfaction; Medicine; Computer science; Social psychology; Computer security","score_opus":0.04975142551704015,"score_gpt":0.3930397805939377,"score_spread":0.34328835507689753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405976463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943852,0.00008758351,0.0000953704,0.052648567,0.00095575285,0.00037644108,0.00006461155,0.00013077006,0.0017889072],"genre_scores_gemma":[0.9962408,0.000021375516,0.000022064321,0.002345806,0.00072223955,0.00009489211,0.00010994354,0.000013951542,0.00042894407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984479,0.00019426369,0.0007152575,0.0002645847,0.00017100725,0.00020696952],"domain_scores_gemma":[0.99879,0.00079326896,0.00012321248,0.00011335372,0.00016672384,0.000013434121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012863448,0.00009974244,0.00012829022,0.00012661226,0.00075326854,0.000037164395,0.000049730395,0.00009338248,0.00015860796],"category_scores_gemma":[0.00044688917,0.00007342086,0.000015453825,0.0006673241,0.00007991457,0.00021437195,0.00010139212,0.000564496,0.000028689466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021086737,0.000005430341,0.89236474,0.000073354706,0.000019878822,0.000001451049,0.05333403,5.809594e-7,0.000010981376,0.0049710185,0.04149512,0.007702336],"study_design_scores_gemma":[0.0006251266,0.0000054958527,0.97507095,0.00035042898,0.0000069721577,8.54307e-8,0.011157932,0.00006684733,0.0000036414551,0.002473975,0.010155584,0.000082949686],"about_ca_topic_score_codex":0.003237778,"about_ca_topic_score_gemma":0.0024949214,"teacher_disagreement_score":0.08270623,"about_ca_system_score_codex":0.000082344915,"about_ca_system_score_gemma":0.00009393076,"threshold_uncertainty_score":0.5793609},"labels":[],"label_agreement":null},{"id":"W4405984215","doi":"10.5539/gjhs.v17n1p1","title":"Duration of Prenatal Maternity Leave and Birth Weight in Ghana","year":2025,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Low birth weight; Confounding; Birth weight; Prenatal care; Odds ratio; Demography; Odds; Logistic regression; Population; Pregnancy; Obstetrics; Environmental health","score_opus":0.0312382052404626,"score_gpt":0.4123897476079844,"score_spread":0.3811515423675218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405984215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98859155,0.0012914992,0.00015024748,0.0074666874,0.0006868618,0.00018362,0.00000960044,0.00000468786,0.0016152182],"genre_scores_gemma":[0.99882513,0.00032578965,0.0002846894,0.00044646783,0.00003188277,0.0000016151295,1.9215639e-7,0.0000011117479,0.00008310228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983576,0.00012484626,0.00080133486,0.00010795482,0.0003103448,0.00029792692],"domain_scores_gemma":[0.9989869,0.000050381233,0.0005523095,0.00007560938,0.00025626644,0.00007856141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022128392,0.00006267953,0.0002448634,0.00017119582,0.00043709172,0.000006637995,0.00017657933,0.00003171354,0.000010564622],"category_scores_gemma":[0.00014554634,0.000045838857,0.000018924506,0.00059359986,0.00022221172,0.00025860203,0.00012539653,0.00018350089,0.000001702705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046963953,0.000025431857,0.98842555,0.00027129595,0.000003964492,0.0000022306845,0.0005080344,0.0000013410378,0.00002205504,0.004111335,0.00067060284,0.0059111924],"study_design_scores_gemma":[0.0005457058,0.00011983976,0.9947702,0.00075704214,0.000002906751,0.000006896006,0.0014556719,0.000024645167,0.000097970915,0.0018167897,0.00036814928,0.0000341505],"about_ca_topic_score_codex":0.00060020335,"about_ca_topic_score_gemma":0.00034952667,"teacher_disagreement_score":0.010233572,"about_ca_system_score_codex":0.00026768775,"about_ca_system_score_gemma":0.0011409536,"threshold_uncertainty_score":0.33618003},"labels":[],"label_agreement":null},{"id":"W4406070040","doi":"10.1016/j.jeca.2024.e00396","title":"The impact of the Covid-19 pandemic on gender labor market asymmetries in Germany","year":2025,"lang":"en","type":"article","venue":"The Journal of Economic Asymmetries","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Economics; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Labour economics; Demographic economics; Virology; Medicine; Outbreak","score_opus":0.0770238782102466,"score_gpt":0.43618762107493153,"score_spread":0.35916374286468494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406070040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498827,0.0040515843,0.000021668087,0.021222191,0.0012833343,0.000503401,0.00005490995,0.000012252415,0.022967948],"genre_scores_gemma":[0.98906434,0.003719482,0.0000040431723,0.0017552918,0.00018791461,0.000010545524,3.550414e-7,0.000014356249,0.005243676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969391,0.0012190293,0.0011555086,0.00011113036,0.00016796414,0.00040725316],"domain_scores_gemma":[0.9886996,0.0095559135,0.0011138502,0.00042771237,0.0001311814,0.00007174305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054939673,0.00020080122,0.0004960273,0.00036138477,0.0011761953,0.000020148515,0.00080374506,0.00011256638,0.00015063136],"category_scores_gemma":[0.00236096,0.000084004074,0.00027052406,0.000537288,0.00041074163,0.00012735445,0.0002893134,0.000835058,0.000016373875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087286375,0.000027922897,0.85188794,0.000040593244,0.00039823717,7.075108e-7,0.0025109565,0.00020436158,0.000009812639,0.008667403,0.13477254,0.0006066642],"study_design_scores_gemma":[0.0013874,0.00014671616,0.93083566,0.00011674072,0.00008171583,0.0000053904996,0.0068226354,0.000025222218,0.0000320324,0.016155833,0.044289596,0.000101050115],"about_ca_topic_score_codex":0.0007357743,"about_ca_topic_score_gemma":0.0010956973,"teacher_disagreement_score":0.09048294,"about_ca_system_score_codex":0.00094498735,"about_ca_system_score_gemma":0.001365551,"threshold_uncertainty_score":0.9046462},"labels":[],"label_agreement":null},{"id":"W4406093172","doi":"10.1007/s11482-024-10397-8","title":"Trajectories of Canadian Workers’ Well-Being During the Onset of the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Applied Research in Quality of Life","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Centre for Research on Brain Language and Music; Wilfrid Laurier University; Université Laval; McGill University Health Centre","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Quality of Life Research; Betacoronavirus; Coronavirus Infections; Virology; Medicine; Public health; Infectious disease (medical specialty); Nursing","score_opus":0.3015424510773711,"score_gpt":0.5265535035021938,"score_spread":0.22501105242482267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406093172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414865,0.0002019365,0.0000035736973,0.028852109,0.00012892728,0.0010597323,0.000032679356,0.000011521411,0.028223025],"genre_scores_gemma":[0.9975737,0.00017268708,0.0000103885895,0.00083834573,0.000042540014,0.00015440106,0.000002632737,0.000008020234,0.0011972833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955855,0.0021368589,0.0008873924,0.00019542186,0.0006249393,0.00056987343],"domain_scores_gemma":[0.9928632,0.006062908,0.00022105912,0.00052866497,0.000179102,0.00014511301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010065558,0.00010033909,0.00038874435,0.00048334053,0.0010889425,0.0000037127668,0.0005948547,0.00018067297,0.00007830711],"category_scores_gemma":[0.0025588444,0.000062401195,0.000072831586,0.0017322332,0.0008569145,0.000022006516,0.0003689717,0.0011902362,0.0000041137478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018407179,0.000031238178,0.9431526,0.0014388581,0.00006204104,2.7739856e-7,0.016308088,0.000010620652,0.00034696818,0.03230148,0.0061089066,0.000054854874],"study_design_scores_gemma":[0.0008883508,0.000010396835,0.9275452,0.00026497355,0.0000060065804,4.8853693e-8,0.05148089,8.120532e-7,0.00022527817,0.011261502,0.00825369,0.00006284917],"about_ca_topic_score_codex":0.48414066,"about_ca_topic_score_gemma":0.56029105,"teacher_disagreement_score":0.07615039,"about_ca_system_score_codex":0.00031069253,"about_ca_system_score_gemma":0.0026568845,"threshold_uncertainty_score":0.8375376},"labels":[],"label_agreement":null},{"id":"W4406114218","doi":"10.63028/10067/2106300151162165141","title":"Essays on job satisfaction, minimum wage, and work from home : exploring gender, household, and policy influences on labour market outcomes in Canada","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Minimum wage; Job satisfaction; Work (physics); Wage; Economics; Wage growth; Demographic economics; Business; Management; Engineering","score_opus":0.08401596261847318,"score_gpt":0.3608746558405825,"score_spread":0.2768586932221093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406114218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789376,0.0011519789,7.4877605e-8,0.0021529722,0.0022135756,0.0005282475,0.00025308062,0.00009430921,0.014668117],"genre_scores_gemma":[0.96725404,0.0037189168,0.000013499099,0.0011676494,0.00029157966,0.0005278906,0.00007808445,0.00006929288,0.026879061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771225,0.00020429515,0.00060934597,0.00057719444,0.00039868374,0.0004982139],"domain_scores_gemma":[0.99834216,0.0010786536,0.00017106163,0.00022336007,0.000049560927,0.00013518587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019752436,0.0004462336,0.0006363711,0.00043151766,0.0005106282,0.00004041885,0.000098964905,0.00024087701,0.00026179478],"category_scores_gemma":[0.00014492865,0.00034908808,0.000038754606,0.00030748177,0.000022403361,0.00012871713,0.00007960364,0.00087160256,0.0000149484895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013216786,0.0000075379717,0.97236335,0.00038295926,0.0001440776,0.00001937021,0.006197817,0.0000017013339,0.0000018796783,0.0013425763,0.016456854,0.0029497026],"study_design_scores_gemma":[0.0004506518,0.000029320843,0.9702564,0.0010918496,0.000039397546,7.5959996e-8,0.024190899,5.9260947e-7,0.0000027615617,0.0023098865,0.0012938721,0.00033429143],"about_ca_topic_score_codex":0.9377609,"about_ca_topic_score_gemma":0.986778,"teacher_disagreement_score":0.049017098,"about_ca_system_score_codex":0.00053182396,"about_ca_system_score_gemma":0.0008119865,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W4406136439","doi":"10.54932/auwm1933","title":"Les effets délétères sur la santé mentale des mesures de restrictions en période de crise sanitaire","year":2025,"lang":"fr","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.060667685690215245,"score_gpt":0.4560455232615013,"score_spread":0.39537783757128603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406136439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2662013,0.053009942,0.0005006896,0.006480985,0.0025725567,0.002058224,0.0005477024,0.0007017925,0.66792685],"genre_scores_gemma":[0.33052936,0.12070043,0.0016317255,0.0004902113,0.0015358019,0.0008483454,0.0002593819,0.00015399746,0.5438508],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99093395,0.004317307,0.0014532332,0.0008625309,0.0007239834,0.0017089628],"domain_scores_gemma":[0.98936903,0.008372256,0.0005153298,0.0007017563,0.00063694443,0.00040465972],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029912095,0.0009253478,0.0012673984,0.000533913,0.0042812116,0.000092312504,0.0005563272,0.0017473032,0.002070428],"category_scores_gemma":[0.0036707453,0.00082770357,0.0005611375,0.00056174013,0.00060319906,0.00023634241,0.00085266726,0.0022604414,0.00011273089],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006544307,0.00042812637,0.48684245,0.0033666077,0.00094479125,0.00019248799,0.010459232,0.000013920236,0.00008612679,0.0025456352,0.44639772,0.04865747],"study_design_scores_gemma":[0.00077553163,0.00012571768,0.48416334,0.0038247623,0.0009319435,0.00004425571,0.010848419,0.000013412961,0.00010308839,0.0022580281,0.49631035,0.00060116505],"about_ca_topic_score_codex":0.10177549,"about_ca_topic_score_gemma":0.061679035,"teacher_disagreement_score":0.12407606,"about_ca_system_score_codex":0.0024934902,"about_ca_system_score_gemma":0.0039369045,"threshold_uncertainty_score":0.9995486},"labels":[],"label_agreement":null},{"id":"W4406182699","doi":"10.1177/10541373241310454","title":"Mental Health, Family, and Work-Life Consequences of Pregnancy Loss: A Qualitative Study of Black Canadian Women","year":2025,"lang":"en","type":"article","venue":"Illness Crisis & Loss","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Qualitative research; Mental health; Pregnancy; Psychology; Medicine; Psychiatry; Sociology","score_opus":0.053600058326328914,"score_gpt":0.4275473806513715,"score_spread":0.3739473223250426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406182699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809988,0.0026230027,0.0000063902467,0.012602223,0.0004196085,0.0016230168,0.00021764006,0.000027729331,0.0014815626],"genre_scores_gemma":[0.99704075,0.0006668838,0.000012295425,0.0011739065,0.000020912757,0.00034782925,0.000009400114,0.000015261972,0.00071279105],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966854,0.0011206665,0.0009251393,0.00035773029,0.0002792774,0.0006318256],"domain_scores_gemma":[0.9983621,0.0004502002,0.00038891195,0.00028833048,0.0002563527,0.00025407414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000826114,0.00022393568,0.00077332504,0.00029111825,0.0008852216,0.0000072577495,0.00021045543,0.000104468556,0.00007622196],"category_scores_gemma":[0.00013359796,0.00019220989,0.000045638695,0.00057174737,0.0005461596,0.00009928764,0.00016281317,0.00024346648,0.000006920712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011317347,0.00020298109,0.2833476,0.00066398986,0.00030762455,0.000004968337,0.7022716,8.446343e-7,0.000005819956,0.0025389884,0.009765122,0.0007772829],"study_design_scores_gemma":[0.0015705238,0.00029983124,0.07995485,0.0012149017,0.000030064335,1.1204265e-7,0.91329366,3.2873376e-7,0.000015504103,0.0019513054,0.0014936058,0.0001753167],"about_ca_topic_score_codex":0.18404435,"about_ca_topic_score_gemma":0.10061309,"teacher_disagreement_score":0.21102206,"about_ca_system_score_codex":0.00028201065,"about_ca_system_score_gemma":0.0010451309,"threshold_uncertainty_score":0.91579837},"labels":[],"label_agreement":null},{"id":"W4406279136","doi":"10.61838/kman.psychnexus.2.2.8","title":"Enhancing Emotional Labor Management and Perceived Control Through Mindfulness: A Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"KMAN Counseling and Psychology Nexus","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Randomized controlled trial; Control (management); Emotional labor; Psychology; Perceived control; Emotional control; Applied psychology; Social psychology; Clinical psychology; Computer science; Medicine; Psychiatry; Artificial intelligence; Cognition","score_opus":0.027304676979741028,"score_gpt":0.3901519500131952,"score_spread":0.36284727303345415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406279136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8936168,0.02378221,0.01841777,0.021412287,0.008961447,0.008456144,0.000043552798,0.00042445457,0.024885327],"genre_scores_gemma":[0.9801491,0.001885035,0.0001624739,0.0064634974,0.0010728361,0.0023521534,0.00001527843,0.00003518257,0.007864425],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969004,0.001068473,0.00082659465,0.0005437282,0.00020319983,0.00045761815],"domain_scores_gemma":[0.9967843,0.0027158703,0.00014480928,0.00017315468,0.00010610259,0.00007571287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023387235,0.00027574002,0.0012048506,0.00013689129,0.0008831232,0.000043163,0.00008009943,0.00022176442,0.00030875485],"category_scores_gemma":[0.00014603659,0.00019579077,0.00016204249,0.00011469461,0.00024723628,0.00009730401,0.00003107357,0.00046217637,0.00006672349],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9168726,0.0001324203,0.00025075092,0.00055158517,0.0025699926,0.000088417,0.024780933,0.000002657621,0.00006165975,0.032605655,0.018794866,0.0032884565],"study_design_scores_gemma":[0.94597036,0.00016444337,0.0004313786,0.0005130463,0.00063917047,0.000007748878,0.0022261667,0.00035024682,8.947927e-7,0.030607088,0.018849837,0.00023959672],"about_ca_topic_score_codex":0.000033777334,"about_ca_topic_score_gemma":0.000040162085,"teacher_disagreement_score":0.08653231,"about_ca_system_score_codex":0.000022781956,"about_ca_system_score_gemma":0.000043895525,"threshold_uncertainty_score":0.79841155},"labels":[],"label_agreement":null},{"id":"W4406293817","doi":"10.56687/9781447373056","title":"Vulnerabilities in Paid Care Work","year":2025,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Business; Engineering","score_opus":0.08327014146965259,"score_gpt":0.42237697760987847,"score_spread":0.33910683614022585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406293817","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008423389,0.0046890755,0.0000013062603,0.00071833,0.0008193726,0.0016455913,0.00023502896,0.00023526256,0.9915718],"genre_scores_gemma":[0.0011722995,0.00021690351,0.000017580662,0.0016463903,0.0020662309,0.0013404618,0.00009610415,0.0000744359,0.9933696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970489,0.00049225986,0.000798394,0.0005117401,0.00028673638,0.000861928],"domain_scores_gemma":[0.99779814,0.0009824974,0.00024507032,0.0006885139,0.00018875687,0.00009701404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024867922,0.000491209,0.0008331236,0.0004387151,0.00059008185,0.000015841639,0.00041589196,0.00074646284,0.00005797582],"category_scores_gemma":[0.00024177223,0.0004478276,0.00017852285,0.000038516577,0.00017631547,0.000029052577,0.0007472699,0.0016710763,0.00005348469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007689069,0.00001196453,0.005313018,0.0039269393,0.00012864868,0.000010386019,0.04677567,0.0000014390913,1.757028e-7,0.26230952,0.67462295,0.0068223854],"study_design_scores_gemma":[0.00055369484,0.000028528808,0.0008612596,0.0031422998,0.000049896786,7.024571e-8,0.0008029356,1.3602843e-7,0.0000040986547,0.01680883,0.97738767,0.00036060662],"about_ca_topic_score_codex":0.0071244766,"about_ca_topic_score_gemma":0.0026619115,"teacher_disagreement_score":0.30276468,"about_ca_system_score_codex":0.00094404013,"about_ca_system_score_gemma":0.0018188371,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W4406439436","doi":"10.4103/atmr.atmr_184_24","title":"Investigating the Relationship between Socio-economic Status and Mental Illness: A Comprehensive Analysis of 1,389,125 Individuals through Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Trends in Medical Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Mental illness; Psychology; Clinical psychology; Medicine; Psychiatry; Mental health; Internal medicine","score_opus":0.3466246859026572,"score_gpt":0.5768812402252298,"score_spread":0.23025655432257258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406439436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5693754,0.3761968,0.000053428987,0.05303951,0.00007725497,0.0007843548,0.00017374365,0.000011768445,0.0002877274],"genre_scores_gemma":[0.9792904,0.01970555,0.00023152547,0.00033877665,0.000046594112,0.00009304884,0.000022099437,0.000012474082,0.00025951525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99270403,0.0034371756,0.0018766914,0.00024007981,0.0013331339,0.0004088954],"domain_scores_gemma":[0.9779131,0.020792527,0.00061286637,0.00021915897,0.0002536818,0.0002087034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009111726,0.00015916933,0.0024037254,0.0013091399,0.00053027354,0.000024339422,0.0002554787,0.000121254925,0.00041464463],"category_scores_gemma":[0.0051430385,0.00008582474,0.000501087,0.0030069754,0.0005588227,0.0002480636,0.00029217027,0.0016824679,0.0000023989726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001226882,0.000034751436,0.7432398,0.04243876,0.17899312,0.000016821397,0.028998313,0.0000492484,0.0000020443179,0.003956959,0.0012051902,0.0010527251],"study_design_scores_gemma":[0.0008861176,0.00022672773,0.5198972,0.011217672,0.4153272,0.00000403672,0.040851723,0.00019542474,0.0000013997451,0.010456803,0.00069177384,0.00024389662],"about_ca_topic_score_codex":0.00014248432,"about_ca_topic_score_gemma":0.00036188826,"teacher_disagreement_score":0.409915,"about_ca_system_score_codex":0.00019842795,"about_ca_system_score_gemma":0.00023346534,"threshold_uncertainty_score":0.7309579},"labels":[],"label_agreement":null},{"id":"W4406473536","doi":"10.1016/s1553-3212(08)70244-9","title":"10.1016/s1553-3212(08)70244-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Business; Health plan; Operations management; Political science; Engineering; Law; Health care; History","score_opus":0.024707511069931423,"score_gpt":0.3060890321707518,"score_spread":0.2813815211008204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406473536","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001508655,0.00013078762,5.133588e-7,0.004462048,0.000008860497,0.00051726494,0.000023127182,0.00028920296,0.9930595],"genre_scores_gemma":[0.00022186902,0.0000018885589,0.000035471756,0.0004038403,0.0004754938,0.00013652389,0.000019634002,0.000036380396,0.9986689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998504,0.00015026818,0.0003255138,0.00025718237,0.00020289706,0.0005601845],"domain_scores_gemma":[0.9992175,0.00017310903,0.000049421073,0.00031417314,0.00007891966,0.00016688163],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026055967,0.00017602183,0.0002588425,0.00007097233,0.0006938854,0.00000859135,0.00019491608,0.00011132368,0.9990077],"category_scores_gemma":[0.000059029255,0.00015106294,0.00006602514,0.00020261516,0.00003621109,0.00007929081,0.00011249643,0.00027755072,0.99901086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007063083,0.000032078253,0.000016690949,0.000020716103,0.000026887466,0.0000030915262,0.0002734228,0.0000020600676,0.000006443172,0.0000084544345,0.86364675,0.13589276],"study_design_scores_gemma":[0.00039418996,0.00011355706,0.00093632704,0.00007044599,0.000021889837,4.730074e-7,0.000020802376,0.000009716182,0.0000047905087,0.00003631664,0.998206,0.00018546423],"about_ca_topic_score_codex":0.00011087346,"about_ca_topic_score_gemma":0.0000025622664,"teacher_disagreement_score":0.13570729,"about_ca_system_score_codex":0.000067603076,"about_ca_system_score_gemma":0.000051962492,"threshold_uncertainty_score":0.6160168},"labels":[],"label_agreement":null},{"id":"W4406478630","doi":"10.1002/ajim.23695","title":"Could Better‐Quality Employment Improve Population Health? Findings From a Scoping Review of Multi‐Dimensional Employment Quality Research and a Proposed Research Direction","year":2025,"lang":"en","type":"review","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Medicine; Quality (philosophy); Population; Environmental health","score_opus":0.5553816800882074,"score_gpt":0.6446684484113092,"score_spread":0.08928676832310178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406478630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040879343,0.96902883,0.000017779581,0.018249346,0.0015060885,0.00688391,0.00017298045,0.000022809567,0.000030326812],"genre_scores_gemma":[0.00020845167,0.99618244,0.00022781172,0.00082079164,0.0019523277,0.00018697369,0.00018101829,0.000050766725,0.00018941071],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.97043896,0.01791378,0.0067416723,0.00073488266,0.0031981918,0.00097249175],"domain_scores_gemma":[0.9725437,0.017969193,0.00571945,0.0005838532,0.002715611,0.00046816785],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03946452,0.00054198765,0.006283129,0.001331075,0.0012309788,0.0000137723955,0.00046687614,0.00043503352,0.00013675215],"category_scores_gemma":[0.017606422,0.0003663692,0.00040377755,0.0021360295,0.0012361165,0.0001333706,0.0005132452,0.0052677575,0.0000034089576],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000405396,0.00022563744,0.0074761873,0.06077459,0.00058485055,0.0000058551777,0.00081808254,4.5794668e-8,0.000006014531,0.000048764672,0.008649031,0.92100555],"study_design_scores_gemma":[0.0025140878,0.0036893953,0.00090678246,0.95736057,0.000423259,0.0000026688379,0.0011666121,2.5637175e-7,0.0000017646306,0.00008983603,0.03358144,0.00026332986],"about_ca_topic_score_codex":0.03827885,"about_ca_topic_score_gemma":0.0005478527,"teacher_disagreement_score":0.9207422,"about_ca_system_score_codex":0.0017863531,"about_ca_system_score_gemma":0.0043972707,"threshold_uncertainty_score":0.9998788},"labels":[],"label_agreement":null},{"id":"W4406482889","doi":"10.1177/27551938241310120","title":"A Systematic Review of Evaluated Labor Market Initiatives Addressing Precarious Employment: Findings and Public Health Implications","year":2025,"lang":"en","type":"review","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; McMaster University; University of Toronto; Cape Breton University","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Karolinska Institutet; Karlstads universitet","keywords":"Systematic review; Public health; Labour economics; Political science; Business; Sociology; Economics; MEDLINE; Medicine; Nursing; Law","score_opus":0.15547516005459436,"score_gpt":0.5394612209237583,"score_spread":0.38398606086916387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406482889","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024582606,0.9767367,0.0000052667274,0.018128503,0.00062986516,0.0033223652,0.0008055006,0.000016331149,0.000109608656],"genre_scores_gemma":[0.0006297585,0.99121577,0.00008346305,0.007472951,0.00018450452,0.0001958227,0.00009560106,0.00003509412,0.000087028355],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98828715,0.003066735,0.0067931544,0.00034525996,0.00083278207,0.00067494117],"domain_scores_gemma":[0.9819755,0.0013270555,0.014190432,0.00020284306,0.0019088296,0.000395347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0071472954,0.00044501343,0.0054677012,0.0008331422,0.0010776973,0.00003318823,0.00065707497,0.0002410435,0.00003469335],"category_scores_gemma":[0.00048016963,0.00034293326,0.00034426432,0.00046436294,0.00014522152,0.00035730965,0.0003512356,0.0006812831,9.976645e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018385745,0.00010016611,0.0037069493,0.8748577,0.00045097357,0.0000013796382,0.008330363,2.4636018e-9,9.631031e-9,0.00020143436,0.0010269277,0.11130567],"study_design_scores_gemma":[0.0006817489,0.00039117027,0.011032989,0.95205337,0.0003352994,0.000022975108,0.0027881393,0.0000015441533,1.8746395e-8,0.0001256891,0.032387212,0.0001798649],"about_ca_topic_score_codex":0.0007941564,"about_ca_topic_score_gemma":0.0004399587,"teacher_disagreement_score":0.111125804,"about_ca_system_score_codex":0.00060486945,"about_ca_system_score_gemma":0.0089554,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W4406506929","doi":"10.1016/s0246-1072(19)30157-9","title":"10.1016/s0246-1072(19)30157-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Political science; Psychology","score_opus":0.02968385166262713,"score_gpt":0.3135520966927235,"score_spread":0.28386824503009633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406506929","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005846467,0.00015363774,4.3499935e-7,0.005537485,0.000007633938,0.000528065,0.000026463129,0.00030350772,0.9928581],"genre_scores_gemma":[0.00014280801,0.000001709127,0.000036764308,0.000520563,0.00045521412,0.00014199372,0.00002154387,0.000035173798,0.99864423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984945,0.00015910478,0.0003233322,0.00025945235,0.00020626324,0.00055734825],"domain_scores_gemma":[0.9991474,0.00019871115,0.00004890195,0.00031457917,0.00007435416,0.0002160427],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028839443,0.00017437761,0.00025663935,0.00007394622,0.00073381123,0.000008537547,0.00019599329,0.00011109666,0.9989566],"category_scores_gemma":[0.00008365637,0.00014969973,0.00006482537,0.00020778539,0.000037236845,0.000076448116,0.00011359735,0.00027450034,0.9984233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006996278,0.000029417639,0.000016380725,0.000021739907,0.000025477138,0.0000032042312,0.00027815654,0.0000024070753,0.000003991762,0.0000035673995,0.8874976,0.11204811],"study_design_scores_gemma":[0.00039858161,0.00010943934,0.0005583044,0.00006283088,0.000021576945,5.324033e-7,0.000024181656,0.0000065707345,0.000004000671,0.000050439627,0.9985794,0.00018417725],"about_ca_topic_score_codex":0.00016822404,"about_ca_topic_score_gemma":0.0000037187592,"teacher_disagreement_score":0.11186394,"about_ca_system_score_codex":0.000078685094,"about_ca_system_score_gemma":0.00006598234,"threshold_uncertainty_score":0.6104578},"labels":[],"label_agreement":null},{"id":"W4406516149","doi":"10.1162/2e3983f5.f8516729","title":"Review 2: \"The Health and Employment Effects of Employer Vaccination Mandates\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Vaccination; Business; Demographic economics; Medicine; Economics; Virology","score_opus":0.05392482155641289,"score_gpt":0.4530343261896543,"score_spread":0.3991095046332414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406516149","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038165344,0.59622306,0.000021268137,0.38720292,0.0017872596,0.005332301,0.00007186157,0.00006381443,0.009293701],"genre_scores_gemma":[0.0000035113965,0.5722821,0.00001867581,0.12292136,0.00013534208,0.0008415844,0.00041260748,0.000022311007,0.30336255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995665,0.001330657,0.0014909296,0.00050555076,0.00046698365,0.00054084684],"domain_scores_gemma":[0.99594814,0.0016513396,0.0010045957,0.0007142637,0.0005485307,0.00013313397],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019415651,0.0004647163,0.001811534,0.00012660537,0.0007913324,0.000005518201,0.00033092915,0.00021846336,0.0008470979],"category_scores_gemma":[0.0009790414,0.00027174124,0.00020877547,0.00036042213,0.000043095955,0.00005103104,0.00059858855,0.0008375573,0.000058372894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043144673,0.000025719566,0.00044291266,0.2708469,0.00012798635,4.325417e-7,0.00013430674,2.4587195e-9,3.927947e-8,0.00043517372,0.6962371,0.031745154],"study_design_scores_gemma":[0.0003460949,0.00016506304,0.001008404,0.20155989,0.000372671,3.674363e-7,0.000028760443,1.5481272e-7,6.6460404e-7,0.00016092713,0.7961871,0.0001698963],"about_ca_topic_score_codex":0.0012610941,"about_ca_topic_score_gemma":0.000993332,"teacher_disagreement_score":0.29406884,"about_ca_system_score_codex":0.00019862852,"about_ca_system_score_gemma":0.00065193564,"threshold_uncertainty_score":0.9999735},"labels":[],"label_agreement":null},{"id":"W4406546041","doi":"10.1016/s1544-8800(05)70252-9","title":"10.1016/s1544-8800(05)70252-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Medical emergency","score_opus":0.024774859483776907,"score_gpt":0.30613142136394556,"score_spread":0.28135656188016867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406546041","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015311236,0.000111689325,3.764725e-7,0.0050698435,0.00000973855,0.0005193638,0.000023785087,0.00028278134,0.9924513],"genre_scores_gemma":[0.00020386776,0.0000017781566,0.000036960824,0.00041129076,0.00044993297,0.00013503047,0.000019537038,0.000035142246,0.99870646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985075,0.00015284441,0.00032350028,0.00025455872,0.00020053571,0.0005610629],"domain_scores_gemma":[0.9992146,0.00017652582,0.00004907583,0.00031378795,0.00007988825,0.00016612494],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025015784,0.00017511529,0.0002585879,0.00007050196,0.0007023112,0.000008384466,0.00019531819,0.00011109546,0.9987494],"category_scores_gemma":[0.000057301342,0.00015048494,0.00006569455,0.0001971157,0.00003585554,0.00007937699,0.00011181302,0.00027191007,0.9985263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070033275,0.00003094383,0.000013014071,0.000018860703,0.000024318091,0.0000032951566,0.00023208778,0.0000019444901,0.000005819962,0.0000063117072,0.81717384,0.18241954],"study_design_scores_gemma":[0.00040186275,0.00012668472,0.0012371142,0.000070419745,0.000021682008,5.69579e-7,0.000020022126,0.000006965084,0.0000046287464,0.00003803778,0.99788886,0.00018315297],"about_ca_topic_score_codex":0.00017326824,"about_ca_topic_score_gemma":0.0000044094522,"teacher_disagreement_score":0.18223639,"about_ca_system_score_codex":0.0000676712,"about_ca_system_score_gemma":0.000053080686,"threshold_uncertainty_score":0.61365974},"labels":[],"label_agreement":null},{"id":"W4406547713","doi":"10.1016/j.yobg.2013.05.107","title":"10.1016/j.yobg.2013.05.107","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Induction of labor; Expectant management; Obstetrics; Pregnancy; Gestation","score_opus":0.025536725423399978,"score_gpt":0.30297739524094836,"score_spread":0.2774406698175484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406547713","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012936629,0.00015728897,3.0708364e-7,0.007093358,0.000009594887,0.0004998264,0.000022022945,0.00026440184,0.99065953],"genre_scores_gemma":[0.00014850195,0.0000029414705,0.00003334278,0.0004361318,0.00044873497,0.00012273334,0.000018951583,0.00003324095,0.9987554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985975,0.00013870868,0.00030352603,0.00023800261,0.00018867583,0.0005336064],"domain_scores_gemma":[0.9992564,0.00016035682,0.000046981233,0.00030060828,0.00007700636,0.00015866147],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024479956,0.00016456192,0.00024251603,0.00006674712,0.000659834,0.000007660817,0.00018393913,0.00010605104,0.99864465],"category_scores_gemma":[0.00004478744,0.00014005376,0.00006032296,0.00017661814,0.000034118922,0.00007829808,0.00010603865,0.0002532823,0.99853015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057616,0.000027885986,0.000012019184,0.000016556567,0.00002271126,0.0000026876003,0.00021354106,0.0000018957411,0.000004563189,0.0000053465938,0.8348669,0.16476828],"study_design_scores_gemma":[0.00037245188,0.00012056744,0.00065241137,0.00006388118,0.000019353376,5.3049706e-7,0.00001789887,0.000007635953,0.000003564226,0.000032124743,0.9985366,0.00017297077],"about_ca_topic_score_codex":0.00020978003,"about_ca_topic_score_gemma":0.0000048462953,"teacher_disagreement_score":0.1645953,"about_ca_system_score_codex":0.0000553983,"about_ca_system_score_gemma":0.000042133128,"threshold_uncertainty_score":0.57112265},"labels":[],"label_agreement":null},{"id":"W4406802496","doi":"10.3138/cpp.2024-012","title":"Added Worker Effects in Canada: The Effect of Spousal Job Loss on Transitions into Employment","year":2025,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Job loss; Labour economics; Demographic economics; Psychology; Economics; Unemployment; Economic growth","score_opus":0.01419675540163206,"score_gpt":0.325663895059263,"score_spread":0.31146713965763095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406802496","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45177054,0.0032390894,0.000006903238,0.5227138,0.0022365262,0.0017805852,0.00030571333,0.000019191608,0.017927658],"genre_scores_gemma":[0.97271127,0.00017512454,0.0000044224607,0.015443299,0.0004924421,0.00048257125,0.000036731442,0.000039902618,0.010614215],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9948478,0.001995848,0.000705323,0.0004044582,0.00031908555,0.0017274967],"domain_scores_gemma":[0.9962195,0.0021142121,0.00013315624,0.0006379208,0.00012408537,0.0007711056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009578887,0.00042596983,0.000694985,0.0011120903,0.0010794637,0.000029360997,0.00052178756,0.00032502186,0.00031051604],"category_scores_gemma":[0.0011972353,0.00034088388,0.00015175677,0.0021134943,0.0003647219,0.00011330049,0.00009292326,0.0010951648,0.000055179567],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000082132276,0.000049725368,0.3269456,0.0010323039,0.00040593836,0.00012375235,0.004503225,0.000023956341,0.0000034818663,0.26082957,0.33125132,0.074749],"study_design_scores_gemma":[0.002354165,0.0003160999,0.55409163,0.0022223883,0.00012662553,0.0000019367778,0.0010048862,0.000032451575,0.000034251298,0.0018959686,0.43756956,0.00035007193],"about_ca_topic_score_codex":0.9995442,"about_ca_topic_score_gemma":0.99996126,"teacher_disagreement_score":0.5209407,"about_ca_system_score_codex":0.011687863,"about_ca_system_score_gemma":0.039402347,"threshold_uncertainty_score":0.99990433},"labels":[],"label_agreement":null},{"id":"W4406821738","doi":"10.1007/978-3-031-65873-0_25","title":"Addiction, Recovery, and Quality of Life in Japan","year":2024,"lang":"en","type":"book-chapter","venue":"International handbooks of quality-of-life","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Addiction; Psychology; History; Psychiatry","score_opus":0.18628584198089168,"score_gpt":0.4533509883452561,"score_spread":0.2670651463643644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406821738","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2522849,0.01618428,0.00016391074,0.0054873927,0.004851993,0.0016231786,0.006745143,0.00009845685,0.7125607],"genre_scores_gemma":[0.67964303,0.004677668,0.00016921153,0.0010340137,0.00088662474,0.0000993711,0.00042427494,0.00011812088,0.31294766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99424744,0.00030055473,0.003781306,0.00045979145,0.0009667948,0.00024409288],"domain_scores_gemma":[0.9939386,0.0021502813,0.0024750486,0.00037889462,0.0009106423,0.00014653002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022720562,0.00036531556,0.0015645011,0.00058225036,0.00009656203,0.0000060089533,0.00036498578,0.00049291144,0.00093681464],"category_scores_gemma":[0.0016498041,0.000346197,0.0003499083,0.000056543435,0.00042676943,0.00010947451,0.00045518554,0.00070791924,0.00002532748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016146174,0.00015814873,0.16801992,0.0050650835,0.002184334,9.3848166e-7,0.004616357,0.0000059816166,0.00022894902,0.80604625,0.010441107,0.0016183166],"study_design_scores_gemma":[0.011854094,0.0011247429,0.29197183,0.03579797,0.0005725773,0.0000010698387,0.0055753044,0.000038559367,0.00039239624,0.37416166,0.27627993,0.0022298854],"about_ca_topic_score_codex":0.004851157,"about_ca_topic_score_gemma":0.0033320743,"teacher_disagreement_score":0.4318846,"about_ca_system_score_codex":0.00012394613,"about_ca_system_score_gemma":0.000584042,"threshold_uncertainty_score":0.99997646},"labels":[],"label_agreement":null},{"id":"W4406849357","doi":"10.34172/ijhpm.8643","title":"Determinants of Socioeconomic Inequalities in Well-being in Canada: Evidence for Nova Scotia Quality of Life Survey","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Nova scotia; Socioeconomic status; Nova (rocket); Inequality; Quality of life (healthcare); Environmental health; Geography; Political science; Demographic economics; Economic growth; Psychology; Gerontology; Socioeconomics; Sociology; Medicine; Economics; Engineering; Population; Mathematics","score_opus":0.21178520371331797,"score_gpt":0.5331053766787479,"score_spread":0.3213201729654299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406849357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782672,0.00074033305,0.00013134631,0.01924312,0.00070688786,0.00038797295,0.00003155683,0.0000010809556,0.00049053686],"genre_scores_gemma":[0.9938644,0.0020260192,0.00007942744,0.0037682124,0.0000627964,0.000008428876,0.0000018714865,0.0000037947727,0.00018502772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715847,0.00049784826,0.0018554678,0.0000911786,0.00018722007,0.00020981223],"domain_scores_gemma":[0.9969841,0.0016170521,0.001067397,0.00006486949,0.00022942328,0.00003714972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004245166,0.00007682492,0.00045798568,0.0004621434,0.00005130134,0.00000280417,0.00019682017,0.00002712576,0.0000128643715],"category_scores_gemma":[0.00071531784,0.0000709549,0.00003739702,0.00008421479,0.0000342183,0.00009928549,0.00014000185,0.00012269037,3.353095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003020142,0.000031649077,0.9737751,0.0016494873,0.000078765945,0.0000013005628,0.0014078045,0.000029703775,8.886203e-7,0.017612977,0.001872889,0.003237427],"study_design_scores_gemma":[0.0013480766,0.000042540105,0.9906456,0.0019597695,0.000004221663,1.3545915e-7,0.0023646571,0.000026668878,0.000004577735,0.0028638868,0.00069610926,0.000043778782],"about_ca_topic_score_codex":0.93292964,"about_ca_topic_score_gemma":0.96659184,"teacher_disagreement_score":0.03366216,"about_ca_system_score_codex":0.00088344025,"about_ca_system_score_gemma":0.0023237125,"threshold_uncertainty_score":0.4122166},"labels":[],"label_agreement":null},{"id":"W4406903543","doi":"10.3390/socsci14020067","title":"Ableism and Employment: A Scoping Review of the Literature","year":2025,"lang":"en","type":"review","venue":"Social Sciences","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ableism; Psychology; Cognitive psychology; Sociology; Gender studies","score_opus":0.14747538365689786,"score_gpt":0.5376170346564234,"score_spread":0.3901416509995256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406903543","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.451437e-7,0.9745954,1.9489693e-7,0.0029182138,0.0006696057,0.0019472961,0.00003504538,0.000017212233,0.01981608],"genre_scores_gemma":[5.7402485e-7,0.99473643,0.000007075964,0.0010546105,0.00022695889,0.00021688042,0.000003844428,0.0000052786318,0.0037483422],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99780756,0.0007652838,0.0005739724,0.00026319615,0.00030003602,0.00028996478],"domain_scores_gemma":[0.9986763,0.00057022343,0.00052809226,0.0001198413,0.00008619424,0.000019351291],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012653687,0.00018399759,0.0011002369,0.00006307843,0.0025493943,0.00001552131,0.0003996022,0.00017943696,0.00005215529],"category_scores_gemma":[0.0003650693,0.00009224391,0.00024929602,0.0012240028,0.00043104246,0.000060228722,0.00050861976,0.00038218108,0.000003871296],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.8880554e-7,0.000004959605,0.00014588088,0.69349563,0.000024797706,1.8644232e-7,0.0013185618,5.0981014e-10,5.697556e-9,0.0040766085,0.011006771,0.28992638],"study_design_scores_gemma":[0.000018218278,0.000005377987,0.000018432098,0.5809027,0.00012095256,8.897645e-8,0.000073228126,2.9606577e-9,6.9323236e-9,0.00026052367,0.41854653,0.00005393759],"about_ca_topic_score_codex":0.00004486999,"about_ca_topic_score_gemma":0.000082308805,"teacher_disagreement_score":0.40753976,"about_ca_system_score_codex":0.000039575458,"about_ca_system_score_gemma":0.0010865764,"threshold_uncertainty_score":0.99874914},"labels":[],"label_agreement":null},{"id":"W4406967556","doi":"10.33137/pugj.v2i1.44732","title":"Selection of Canadian Childcare Arrangements by Immigration Status","year":2024,"lang":"en","type":"article","venue":"PARETO Undergraduate Journal of New Economists","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Selection (genetic algorithm); Political science; Demographic economics; Computer science; Economics; Artificial intelligence; Law","score_opus":0.03928607983029606,"score_gpt":0.3513765515064598,"score_spread":0.3120904716761637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406967556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91187656,0.0066982363,0.0005157681,0.049531907,0.0038298103,0.00063579937,0.00016827724,0.000059368424,0.026684303],"genre_scores_gemma":[0.99218684,0.0027762929,0.000067229004,0.00019296182,0.0004563282,0.0000058290907,0.00003053935,0.000025259986,0.004258711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984052,0.00010917742,0.0008032036,0.00014884568,0.00013976396,0.0003937688],"domain_scores_gemma":[0.99890375,0.000103766906,0.00040624253,0.00008496426,0.0001800646,0.00032120646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031656845,0.00014987963,0.0003172116,0.00054644846,0.0002631886,0.000025367119,0.000104262486,0.000088338784,0.0002725516],"category_scores_gemma":[0.000043363445,0.0001331986,0.00011826324,0.00029358134,0.000022689035,0.00028815938,0.00001767683,0.0003398435,0.00005730598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007339203,0.00002855937,0.23308718,0.0002378866,0.000561361,0.000007973484,0.0039511384,0.00003508342,0.000496293,0.0015683792,0.7517208,0.008231957],"study_design_scores_gemma":[0.0017322926,0.00046441748,0.09354673,0.0009191015,0.00020699136,0.000013641848,0.0027797364,0.00028406866,0.00045994567,0.007586525,0.89166164,0.00034491558],"about_ca_topic_score_codex":0.053726006,"about_ca_topic_score_gemma":0.18139447,"teacher_disagreement_score":0.13994084,"about_ca_system_score_codex":0.00062274333,"about_ca_system_score_gemma":0.0010155772,"threshold_uncertainty_score":0.9525753},"labels":[],"label_agreement":null},{"id":"W4406987708","doi":"10.54932/ghcp2060","title":"The negative effects that restrictive measures have on mental health during health crises","year":2025,"lang":"en","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Environmental health; Medicine; Psychiatry","score_opus":0.13985200487694044,"score_gpt":0.4772767388181726,"score_spread":0.3374247339412322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406987708","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025827768,0.035845276,0.000037950518,0.1598358,0.015207466,0.015389627,0.0005635646,0.00082033797,0.7697172],"genre_scores_gemma":[0.08690059,0.25138924,0.000060222417,0.011113737,0.0025098696,0.0029944337,0.00033820135,0.00021624094,0.6444775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918732,0.0026810279,0.0012054032,0.00088149094,0.0018150968,0.0015437987],"domain_scores_gemma":[0.992614,0.004318114,0.0014931553,0.00073167105,0.00055159297,0.00029149224],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026698469,0.0007449926,0.0014480122,0.00032894663,0.011337809,0.00004060495,0.0004087467,0.00038323313,0.000046953955],"category_scores_gemma":[0.0015138405,0.00044438092,0.00031722029,0.00027264212,0.00017620747,0.00007953649,0.00058253005,0.0023001311,0.000059364404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026471895,0.00009334426,0.025159756,0.0030788323,0.00072479446,0.0000075055837,0.008207383,5.7784507e-7,4.5404124e-7,0.0008302387,0.95077455,0.010857828],"study_design_scores_gemma":[0.001931334,0.00097623037,0.22951572,0.01242124,0.000081369886,0.0000023195223,0.023569098,9.92346e-7,0.00006748874,0.0008217456,0.7299604,0.0006520906],"about_ca_topic_score_codex":0.02644747,"about_ca_topic_score_gemma":0.020005578,"teacher_disagreement_score":0.22081418,"about_ca_system_score_codex":0.004920911,"about_ca_system_score_gemma":0.006804665,"threshold_uncertainty_score":0.9998008},"labels":[],"label_agreement":null},{"id":"W4407003747","doi":"10.1177/00207152241311809","title":"How has COVID-19 affected the gender gap in elite occupations? A study of the Ibero-American labor market","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Elite; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demographic economics; Gender gap; Political science; Sociology; Psychology; Labour economics; Economics; Medicine; Virology; Law","score_opus":0.1815190332234974,"score_gpt":0.5111203703003657,"score_spread":0.32960133707686834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407003747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9132057,0.0004266357,0.0003858242,0.08238076,0.0011615932,0.00054286077,0.0000247003,0.000006451259,0.0018654852],"genre_scores_gemma":[0.99501294,0.000069898175,0.000027459611,0.003770921,0.00015667694,0.00005620956,0.0000023065031,0.0000042020424,0.000899366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99568194,0.003119718,0.00061161135,0.00011828185,0.00029616876,0.00017230454],"domain_scores_gemma":[0.9952908,0.0026677493,0.00094794744,0.00013967452,0.00091953523,0.000034305554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000940089,0.000120637116,0.00041285407,0.00020177271,0.00041330757,0.0000124753415,0.0005739226,0.000055651697,0.00009685495],"category_scores_gemma":[0.00078862254,0.00006538127,0.000108324995,0.00027945975,0.0006488356,0.000072890354,0.00020648657,0.00064700213,0.0000020167067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042440844,0.0003074434,0.8737015,0.000011161695,0.0008235642,0.000004422068,0.07472764,0.00006941626,0.00008223147,0.0076043135,0.042141914,0.00010198863],"study_design_scores_gemma":[0.0018203534,0.00013446629,0.90424275,0.000055114684,0.00004026776,0.0000015180352,0.073832095,0.000028996725,0.0000046372506,0.0058090403,0.013981516,0.000049250324],"about_ca_topic_score_codex":0.00022932877,"about_ca_topic_score_gemma":0.0013859762,"teacher_disagreement_score":0.08180727,"about_ca_system_score_codex":0.00029311926,"about_ca_system_score_gemma":0.0006059721,"threshold_uncertainty_score":0.31788695},"labels":[],"label_agreement":null},{"id":"W4407029934","doi":"10.61838/kman.psynexus.2.2.8","title":"Enhancing Emotional Labor Management and Perceived Control Through Mindfulness: A Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"KMAN Counseling and Psychology Nexus","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Emotional labor; Randomized controlled trial; Psychology; Control (management); Clinical psychology; Social psychology; Medicine; Computer science; Artificial intelligence","score_opus":0.027304676979741028,"score_gpt":0.3901519500131952,"score_spread":0.36284727303345415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407029934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8936168,0.02378221,0.01841777,0.021412287,0.008961447,0.008456144,0.000043552798,0.00042445457,0.024885327],"genre_scores_gemma":[0.9801491,0.001885035,0.0001624739,0.0064634974,0.0010728361,0.0023521534,0.00001527843,0.00003518257,0.007864425],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969004,0.001068473,0.00082659465,0.0005437282,0.00020319983,0.00045761815],"domain_scores_gemma":[0.9967843,0.0027158703,0.00014480928,0.00017315468,0.00010610259,0.00007571287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023387235,0.00027574002,0.0012048506,0.00013689129,0.0008831232,0.000043163,0.00008009943,0.00022176442,0.00030875485],"category_scores_gemma":[0.00014603659,0.00019579077,0.00016204249,0.00011469461,0.00024723628,0.00009730401,0.00003107357,0.00046217637,0.00006672349],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9168726,0.0001324203,0.00025075092,0.00055158517,0.0025699926,0.000088417,0.024780933,0.000002657621,0.00006165975,0.032605655,0.018794866,0.0032884565],"study_design_scores_gemma":[0.94597036,0.00016444337,0.0004313786,0.0005130463,0.00063917047,0.000007748878,0.0022261667,0.00035024682,8.947927e-7,0.030607088,0.018849837,0.00023959672],"about_ca_topic_score_codex":0.000033777334,"about_ca_topic_score_gemma":0.000040162085,"teacher_disagreement_score":0.08653231,"about_ca_system_score_codex":0.000022781956,"about_ca_system_score_gemma":0.000043895525,"threshold_uncertainty_score":0.79841155},"labels":[],"label_agreement":null},{"id":"W4407071500","doi":"10.1016/j.jvb.2025.104097","title":"Crafting the road to well-being for precarious frontline workers: Explicating the role of jolts and resources","year":2025,"lang":"en","type":"article","venue":"Journal of Vocational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Psychology; Social psychology; Sociology","score_opus":0.028507866083940053,"score_gpt":0.40229968892014756,"score_spread":0.3737918228362075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407071500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705031,0.0021972759,0.00048078876,0.023621187,0.00025702897,0.0007969945,0.000005423873,0.0000077221,0.002130464],"genre_scores_gemma":[0.9964027,0.000028208597,0.0010315476,0.00051438523,0.0003643856,0.0002141641,0.0000014963348,0.000008907982,0.0014342453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987726,0.00012848813,0.00063232135,0.000094132025,0.00020794303,0.00016448312],"domain_scores_gemma":[0.9977537,0.001158511,0.00044997968,0.00013067668,0.00047118124,0.00003597056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011405504,0.000084336825,0.00018579946,0.000078521276,0.00089739374,0.000011301128,0.00022073151,0.000047711444,0.000015661417],"category_scores_gemma":[0.00041978894,0.000046591118,0.00007396957,0.00013868361,0.000050496637,0.00006512096,0.000116759045,0.00025875252,0.0000016647272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001451449,0.00007273474,0.90360326,0.0000455992,0.0000880518,3.1165607e-7,0.022089528,0.000022130878,0.00191867,0.0015274355,0.0037322126,0.06675491],"study_design_scores_gemma":[0.0004949056,0.00008906429,0.92967457,0.00055370777,0.00020118237,0.0000017248026,0.020516954,0.000027298598,0.00028468197,0.001538406,0.046554785,0.000062746694],"about_ca_topic_score_codex":0.00012561928,"about_ca_topic_score_gemma":0.00008066991,"teacher_disagreement_score":0.06669216,"about_ca_system_score_codex":0.000049160382,"about_ca_system_score_gemma":0.00011324612,"threshold_uncertainty_score":0.6902118},"labels":[],"label_agreement":null},{"id":"W4407075808","doi":"10.1016/j.drugalcdep.2024.112064","title":"Adaptive Employment Among People who Use Drugs: Development of an (In)formality Scale of Economic Engagement","year":2025,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Centre on Substance Use; University of British Columbia","funders":"","keywords":"Formality; Scale (ratio); Psychology; Geography; Political science","score_opus":0.05310535275245392,"score_gpt":0.3720406022326952,"score_spread":0.31893524948024127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407075808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99575615,0.0001459771,0.00008558837,0.00015940606,0.0001815419,0.000705969,0.000026728727,0.000023408622,0.0029152534],"genre_scores_gemma":[0.99718183,0.00013556954,0.00054943835,0.000081570615,0.00001564373,0.00014518484,0.00000986984,0.000008637218,0.0018722519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808514,0.00029863775,0.00077528413,0.00032067488,0.00018360591,0.00033662832],"domain_scores_gemma":[0.9990623,0.00028553142,0.000249309,0.0002491166,0.000083376966,0.00007034673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012306093,0.000170156,0.0004431986,0.0001538308,0.00040055765,0.0000078739295,0.00017627774,0.00007064655,0.000042691296],"category_scores_gemma":[0.000024889972,0.00015356546,0.000042096333,0.00012499419,0.0000975285,0.0003460387,0.00036595628,0.00024877937,0.0000058701653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008424353,0.000105469066,0.9390802,0.0002020052,0.0000626995,8.153345e-7,0.05497179,0.000035881152,0.000071723094,0.0013419447,0.00025308033,0.003790184],"study_design_scores_gemma":[0.0009023584,0.00003247869,0.9668374,0.0005938834,0.000025562227,6.707575e-8,0.028070511,0.00024937422,0.0024071392,0.00033746217,0.00039209423,0.0001516369],"about_ca_topic_score_codex":0.004092112,"about_ca_topic_score_gemma":0.013311482,"teacher_disagreement_score":0.02775727,"about_ca_system_score_codex":0.00014373883,"about_ca_system_score_gemma":0.00023014484,"threshold_uncertainty_score":0.742812},"labels":[],"label_agreement":null},{"id":"W4407153572","doi":"10.2139/ssrn.5124420","title":"On Paying Workers to Stop Working: Public Attitudes Towards 'Wage Buyouts'","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Wage; Labour economics; Business; Demographic economics; Economics","score_opus":0.05426663238632651,"score_gpt":0.4043909786077899,"score_spread":0.3501243462214634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407153572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.772061,0.0047785053,0.005721999,0.12772314,0.0031149953,0.00097187515,0.0000032323253,0.00029382613,0.085331425],"genre_scores_gemma":[0.9603541,0.0011341422,0.000049584654,0.0045701936,0.00040317865,0.00006861926,0.0000029392863,0.000032844047,0.03338442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948,0.00036531864,0.0005369942,0.00032675013,0.0003297971,0.0036411495],"domain_scores_gemma":[0.9989045,0.000303076,0.0001828585,0.00027333328,0.00016732157,0.00016889791],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027498011,0.00026326615,0.00035792662,0.0004167915,0.0022253778,0.00006117144,0.00044699473,0.00015688741,0.0001408416],"category_scores_gemma":[0.00044610043,0.00020956932,0.0001525881,0.0006746785,0.00004182604,0.00012288327,0.00022880915,0.0037305413,0.00020830354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018091017,0.000101649464,0.4465353,0.000027636293,0.0005187264,0.0000055038136,0.0015312248,0.000009525574,0.000028388382,0.4587567,0.016521826,0.075782634],"study_design_scores_gemma":[0.004483753,0.0012169437,0.27863538,0.0021195414,0.00021029718,0.000016770933,0.043664187,0.00000989288,0.0000263475,0.33252877,0.33596292,0.0011251923],"about_ca_topic_score_codex":0.00020134207,"about_ca_topic_score_gemma":0.0030224314,"teacher_disagreement_score":0.3194411,"about_ca_system_score_codex":0.0023000862,"about_ca_system_score_gemma":0.0034688595,"threshold_uncertainty_score":0.99907357},"labels":[],"label_agreement":null},{"id":"W4407207466","doi":"10.1136/bmjph-2024-001453","title":"Economic development, alcohol consumption and life expectancy in low- and lower-middle-income countries in the Western Pacific Region: a structural equation modelling study","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Life expectancy; Per capita; Gross domestic product; Consumption (sociology); Demography; Alcohol consumption; Economics; Socioeconomics; Alcohol; Economic growth; Biology; Population; Sociology","score_opus":0.19842146462333457,"score_gpt":0.4322723738898054,"score_spread":0.2338509092664708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407207466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96614206,0.0009816833,0.00039256533,0.028935274,0.0003318427,0.002931318,0.000004101678,0.000040814346,0.0002403529],"genre_scores_gemma":[0.9972509,0.0005703089,0.00004812201,0.001257775,0.00007521189,0.0005793299,0.0000112810185,0.000010913985,0.00019616322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971505,0.00084193447,0.0009704118,0.00036013412,0.00016075902,0.0005162715],"domain_scores_gemma":[0.9988378,0.00052086875,0.00027729862,0.00021689602,0.0000506983,0.000096388976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024207814,0.00017873819,0.0003798248,0.00032406737,0.0008515935,0.00006902435,0.00011639181,0.0000923332,0.000009337037],"category_scores_gemma":[0.0000892313,0.00014181777,0.000014058322,0.00018364144,0.00006873371,0.0003093054,0.00011930839,0.00033634662,0.000009250394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048318776,0.000035038745,0.9470686,0.00055586506,0.000017963015,0.0000029534015,0.049601883,0.000013783619,1.5110913e-8,0.0021132347,0.00012296806,0.000419415],"study_design_scores_gemma":[0.0022821317,0.000085550506,0.9647019,0.0009136521,0.0000043431914,0.0000015433186,0.028470047,0.0015988968,5.1044516e-8,0.00042151668,0.0013629694,0.00015740574],"about_ca_topic_score_codex":0.00086757186,"about_ca_topic_score_gemma":0.009090953,"teacher_disagreement_score":0.031108847,"about_ca_system_score_codex":0.00042880923,"about_ca_system_score_gemma":0.0010837676,"threshold_uncertainty_score":0.6549855},"labels":[],"label_agreement":null},{"id":"W4407232081","doi":"10.15173/glj.v15i3.5924","title":"Review of Marcel van der Linden and Nicole Mayer-Ahuja (editors) (2023) Power at Work – A Global Perspective on Control and Resistance.","year":2024,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Resistance (ecology); Power (physics); Work (physics); Sociology; Environmental ethics; Computer science; Philosophy; Artificial intelligence; Engineering; Ecology; Biology; Mechanical engineering; Physics","score_opus":0.016229412939840253,"score_gpt":0.376099276463131,"score_spread":0.35986986352329076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407232081","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09416158,0.7385236,0.000049751263,0.07088666,0.005978157,0.0011330084,0.0010718589,0.000092321345,0.088103056],"genre_scores_gemma":[0.86881185,0.097029865,0.00028825706,0.011201683,0.0056902957,0.00006606595,0.000006818714,0.000048860322,0.016856302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977983,0.0004078748,0.0005454292,0.00033102965,0.00041662809,0.00050071],"domain_scores_gemma":[0.9987036,0.00022668683,0.0002282735,0.00016452129,0.0004280521,0.0002488509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008719799,0.00024268145,0.0005090798,0.00004100206,0.0006013176,0.000040938397,0.00013307478,0.00015542039,0.0007590527],"category_scores_gemma":[0.00031757192,0.00018057178,0.000117666554,0.00036062105,0.00012749551,0.000110626264,0.00017385693,0.0005601582,0.000092476635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006160072,0.000050079485,0.11334823,0.0018628358,0.00045370898,0.00010225489,0.0005213,2.1023955e-7,0.0000045272086,0.0424045,0.8399703,0.0006660742],"study_design_scores_gemma":[0.0020274331,0.00027804394,0.2469678,0.023858124,0.00029789293,0.000053039275,0.0014984737,6.806468e-7,4.802502e-7,0.022870036,0.7018462,0.00030181438],"about_ca_topic_score_codex":0.0000650528,"about_ca_topic_score_gemma":0.00025177942,"teacher_disagreement_score":0.7746503,"about_ca_system_score_codex":0.0009731249,"about_ca_system_score_gemma":0.0002287196,"threshold_uncertainty_score":0.83110946},"labels":[],"label_agreement":null},{"id":"W4407265729","doi":"10.1093/aje/kwaf018","title":"Employment quality and suicide, drug poisoning, and alcohol-attributable mortality","year":2025,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Public Health Agency of Canada; Hospital for Sick Children; Public Health Ontario; McMaster University Medical Centre; Institute for Work & Health; McMaster University; Toronto Metropolitan University; University of Toronto","funders":"Department of Epidemiology, Biostatistics and Occupational Health, McGill University; McGill University","keywords":"Medicine; Poisson regression; Demography; Mortality rate; Environmental health; Cohort; Poison control; Population; Surgery; Internal medicine","score_opus":0.16753506271381113,"score_gpt":0.5222387161886599,"score_spread":0.3547036534748488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407265729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948677,0.005529618,0.00087798055,0.0427132,0.00044638407,0.00019167818,0.000013490328,0.00001973645,0.0015308952],"genre_scores_gemma":[0.98331064,0.0029531533,0.0008931609,0.011539634,0.0001586939,0.000016019916,0.0000034206082,0.000010449717,0.0011148421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99393517,0.0034894438,0.001632011,0.00026227193,0.000106915686,0.0005742068],"domain_scores_gemma":[0.99063736,0.007263513,0.0014518832,0.00021118813,0.00024891252,0.0001871614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009092407,0.000186716,0.0014036004,0.0001526258,0.00050213916,0.0000035507628,0.00014356931,0.00007430882,0.000055973633],"category_scores_gemma":[0.004888282,0.00013741724,0.000098820354,0.0002066611,0.00072408136,0.000096235475,0.00023842753,0.00063931616,0.0000034523193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009450538,0.000026415828,0.96357405,0.00004466203,0.0002674763,0.0000039541032,0.0006103642,0.0000024731123,0.00002344689,0.010627959,0.016590785,0.008133895],"study_design_scores_gemma":[0.000698062,0.00022133114,0.96033376,0.0001770962,0.00009849418,0.000006104729,0.0026521047,0.0000050714166,0.000005080394,0.013490206,0.022200266,0.00011241884],"about_ca_topic_score_codex":0.0064057517,"about_ca_topic_score_gemma":0.0005859558,"teacher_disagreement_score":0.034633607,"about_ca_system_score_codex":0.00009718379,"about_ca_system_score_gemma":0.00015250532,"threshold_uncertainty_score":0.9683623},"labels":[],"label_agreement":null},{"id":"W4407273024","doi":"10.54097/r7zhkh71","title":"Research on the Disconnect Between Low Unemployment and Wage Growth in the U.S. and Coping Strategy","year":2025,"lang":"en","type":"article","venue":"Highlights in Business Economics and Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Unemployment; Coping (psychology); Wage growth; Low wage; Wage; Economics; Labour economics; Psychology; Demographic economics; Economic growth; Clinical psychology","score_opus":0.09727789011122187,"score_gpt":0.39121075846812625,"score_spread":0.29393286835690435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407273024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7780667,0.00044524914,0.000011132412,0.20525657,0.00013917187,0.0012802832,0.000005818745,0.000009139356,0.01478595],"genre_scores_gemma":[0.9519444,0.045501184,0.000009104694,0.0012643965,0.000068295696,0.00035121624,0.0000060336256,0.00000951047,0.0008458623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99850863,0.00033535194,0.00036906637,0.00034195432,0.000069387235,0.00037558257],"domain_scores_gemma":[0.99855584,0.0011131795,0.0000617112,0.00021148064,0.000033249373,0.000024517516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019093021,0.00014815084,0.0002469053,0.0002754711,0.0008018731,0.000062355655,0.00017370301,0.000058097175,0.000006264156],"category_scores_gemma":[0.00001911166,0.00008375224,0.000011676423,0.00027771908,0.0001624684,0.00007976918,0.00046233364,0.00021822909,0.000003452694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021916501,0.000029327799,0.030487977,0.00030809114,0.000037261132,0.000004044251,0.00077638763,0.00001561771,1.6816806e-7,0.96553576,0.0017895225,0.0009939495],"study_design_scores_gemma":[0.0008949518,0.000032909746,0.8779573,0.00057728303,0.000017831455,9.243731e-8,0.0037482348,0.000057492052,0.0000027919593,0.020115694,0.09647111,0.0001243281],"about_ca_topic_score_codex":0.0008334561,"about_ca_topic_score_gemma":0.0016285885,"teacher_disagreement_score":0.94542,"about_ca_system_score_codex":0.000084584564,"about_ca_system_score_gemma":0.000023353508,"threshold_uncertainty_score":0.61674404},"labels":[],"label_agreement":null},{"id":"W4407555882","doi":"10.2196/65698","title":"Interventions to Foster Mental Health and Reintegration in Individuals Who Are Unemployed: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Psychological intervention; Mental health; Psychology; Environmental health; Medicine; Gerontology; Psychiatry; Computer science","score_opus":0.12765493717621204,"score_gpt":0.48181890125218124,"score_spread":0.3541639640759692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407555882","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000088761035,0.89885753,0.000019607125,0.08261306,0.0004004299,0.01716624,0.0005342394,0.0000916834,0.00030836026],"genre_scores_gemma":[0.000009396116,0.9651737,0.000023788358,0.0238286,0.00008475188,0.0068102228,0.00074080186,0.00004366978,0.0032850646],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9882053,0.005970251,0.0035179367,0.00081149285,0.00037574282,0.0011192645],"domain_scores_gemma":[0.9954914,0.0010463689,0.0018198544,0.00056945096,0.00018118287,0.0008917495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0062921722,0.0006065686,0.005513772,0.00071675563,0.0010184661,0.00006837233,0.0002892215,0.00028672663,0.000028543034],"category_scores_gemma":[0.0019404272,0.00045180006,0.00028478456,0.0011270688,0.000054564644,0.00016237232,0.00047895013,0.0009387532,0.000031936906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018803499,0.000039421346,0.0077046677,0.829273,0.00004417781,5.654878e-7,0.0017586559,1.2810975e-9,1.4933149e-10,0.0002491009,0.11468448,0.046244077],"study_design_scores_gemma":[0.00024402907,0.00011446529,0.0004638339,0.53297794,0.000008667056,0.0000022643903,0.00088203215,1.5410556e-7,4.719381e-11,0.000009549317,0.46510443,0.00019265708],"about_ca_topic_score_codex":0.00017232029,"about_ca_topic_score_gemma":0.0042168866,"teacher_disagreement_score":0.35041994,"about_ca_system_score_codex":0.000689002,"about_ca_system_score_gemma":0.0023244906,"threshold_uncertainty_score":0.99979335},"labels":[],"label_agreement":null},{"id":"W4407573350","doi":"10.1177/13607804241306719","title":"Living in Limbo: Exploring the Lived Experience of University Post-Graduates with Precarious Jobs in Iran and Effects on Their Well-Being","year":2025,"lang":"en","type":"article","venue":"Sociological Research Online","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Agency (philosophy); Government (linguistics); Identity (music); Population; Sociology; Feeling; Precarious work; Job security; Gender studies; Public relations; Political science; Work (physics); Economic growth; Psychology; Social psychology; Social science","score_opus":0.22593222024784024,"score_gpt":0.46560456986694704,"score_spread":0.2396723496191068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407573350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99078405,0.00039766484,0.0000028057495,0.006546195,0.000043427255,0.00070825714,0.000002644702,0.000024066083,0.0014908887],"genre_scores_gemma":[0.9974235,0.001776346,0.000028701812,0.00021532418,0.000034499735,0.00006183152,0.0000027628357,0.000005061117,0.00045196552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637777,0.002481028,0.00019350789,0.00026662546,0.00019533151,0.00048574677],"domain_scores_gemma":[0.9845919,0.015059266,0.00004031906,0.00015254866,0.00011241008,0.00004355457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00194979,0.00011012849,0.00026500676,0.00017398366,0.00063255563,0.000004800612,0.00022849027,0.000100643614,0.000011076213],"category_scores_gemma":[0.0021926386,0.000059378282,0.000027483597,0.0004460233,0.0004931168,0.000060722232,0.0005280238,0.0011824291,0.0000021055153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004007451,0.00014483895,0.91270125,0.00014109179,0.000019210042,0.00001805291,0.0809205,0.000003948322,0.0005885213,0.0019424367,0.000024723742,0.0030946855],"study_design_scores_gemma":[0.00043287623,0.0005194298,0.90581673,0.0014354729,0.0000023273221,4.2220282e-8,0.09011772,0.00003478475,0.00006770917,0.0013272219,0.0001890658,0.000056597488],"about_ca_topic_score_codex":0.0011589095,"about_ca_topic_score_gemma":0.002370472,"teacher_disagreement_score":0.012578239,"about_ca_system_score_codex":0.00014417812,"about_ca_system_score_gemma":0.00007485416,"threshold_uncertainty_score":0.51371324},"labels":[],"label_agreement":null},{"id":"W4407584720","doi":"10.1177/01492063241313320","title":"All the Lonely People: An Integrated Review and Research Agenda on Work and Loneliness","year":2025,"lang":"en","type":"review","venue":"Journal of Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Loneliness; Psychology; Work (physics); Social psychology; Sociology; Public relations; Political science; Engineering","score_opus":0.3102301028852351,"score_gpt":0.5587399396605142,"score_spread":0.24850983677527905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407584720","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009303936,0.9763709,0.000013171119,0.018311255,0.00049305323,0.0022251129,0.000010857533,0.000011403138,0.0025549587],"genre_scores_gemma":[0.0000061210385,0.98747504,0.000046266796,0.002391187,0.00025489274,0.000155784,0.000014919499,0.000026825477,0.009628967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948131,0.002637789,0.0012914343,0.000285232,0.00056035473,0.0004121155],"domain_scores_gemma":[0.99704784,0.001216739,0.00078195083,0.0004057917,0.00043835776,0.00010933045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007024441,0.00032306116,0.0016534935,0.00042589626,0.00068481185,0.000041825668,0.0004879253,0.00014471267,0.000098135155],"category_scores_gemma":[0.0002778363,0.00016007782,0.00017074532,0.0008262011,0.00008210887,0.00007428526,0.000671828,0.0019477463,0.000020572412],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021592114,0.000045008903,0.00008080984,0.09548676,0.00051144394,0.000034359065,0.0002637111,7.212505e-8,4.511477e-10,0.00056597264,0.30545765,0.59753263],"study_design_scores_gemma":[0.00020693339,0.000109020475,0.0007169619,0.14320034,0.0018416288,0.0000033500505,0.00052684237,6.512747e-8,1.3150947e-9,0.00009209588,0.8531892,0.00011359394],"about_ca_topic_score_codex":0.000027781833,"about_ca_topic_score_gemma":0.000065967404,"teacher_disagreement_score":0.597419,"about_ca_system_score_codex":0.00016541743,"about_ca_system_score_gemma":0.0001740656,"threshold_uncertainty_score":0.84620965},"labels":[],"label_agreement":null},{"id":"W4407648311","doi":"10.21203/rs.3.rs-6022325/v1","title":"A qualitative study of health, social, and community professionals’ practices to reduce alcohol- related risks among people living in social precarity in the Greater Paris region","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Precarity; Qualitative research; Health professionals; Environmental health; Sociology; Psychology; Gerontology; Social psychology; Medicine; Gender studies; Economic growth; Health care; Social science; Economics","score_opus":0.5789535188418888,"score_gpt":0.659067824090968,"score_spread":0.08011430524907914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407648311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951566,0.00041376936,0.000001230905,0.03636668,0.00013955851,0.00964181,0.00006984985,0.00003786646,0.0017632334],"genre_scores_gemma":[0.9944837,0.00033450688,0.000009243868,0.00011150222,0.000095034215,0.0040390245,0.00004512964,0.000024912406,0.0008569452],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.8812004,0.11490946,0.0013352521,0.00058199535,0.0011158872,0.0008570231],"domain_scores_gemma":[0.9817898,0.015381353,0.0012607762,0.00059718266,0.0008913956,0.000079489575],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.043718085,0.00031939568,0.0010887831,0.00080726075,0.0058984617,0.000045877714,0.00070481753,0.0006228664,0.000021105123],"category_scores_gemma":[0.007170754,0.00024344212,0.000091231595,0.0014908663,0.00026949213,0.00016843785,0.004329119,0.011079866,0.000003153861],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016186351,0.0010684824,0.4530737,0.0022924861,0.00007323563,0.0000025873585,0.5382547,0.0000011487164,3.1234063e-7,0.00013964955,0.0047159675,0.00021591113],"study_design_scores_gemma":[0.00048365115,0.00022429183,0.50911826,0.003196923,0.000012537588,5.951545e-8,0.48545167,0.0000033830145,1.7657119e-7,0.0013855456,0.000028890923,0.00009460566],"about_ca_topic_score_codex":0.26672593,"about_ca_topic_score_gemma":0.15239805,"teacher_disagreement_score":0.11432789,"about_ca_system_score_codex":0.0006688187,"about_ca_system_score_gemma":0.0011715647,"threshold_uncertainty_score":0.9953957},"labels":[],"label_agreement":null},{"id":"W4407751035","doi":"10.1177/00207152251319741","title":"Workers’ experiences in non-profit and for-profit managed asylum systems: A comparative analysis of Italy and Ireland","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Irish Research Council","keywords":"Not for profit; Non profit; Profit (economics); Business; For profit; Political science; Economics; Business administration; Accounting; Microeconomics; Finance","score_opus":0.08907174907932514,"score_gpt":0.47486914386217177,"score_spread":0.38579739478284664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407751035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99093467,0.0023344096,0.0014715046,0.0015963579,0.0007067963,0.00038054207,0.000020410655,0.0000036882907,0.00255162],"genre_scores_gemma":[0.99893475,0.0001239636,0.0001291004,0.000121273086,0.00006978758,0.00009694362,0.000008407746,0.00000246133,0.00051329914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982679,0.00042197428,0.0008222844,0.00016000394,0.000158653,0.00016921326],"domain_scores_gemma":[0.99671614,0.0016590774,0.0008466257,0.000056247438,0.00068641827,0.000035465608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067713985,0.00012969045,0.00087320205,0.00063671364,0.00016684964,0.000009777733,0.00019136982,0.00010480724,0.000020191652],"category_scores_gemma":[0.00008026095,0.00010008435,0.000101996455,0.00021732545,0.00045150536,0.000120895784,0.00010819959,0.0002878603,7.4042237e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043831798,0.00001144053,0.878118,0.000035496418,0.003009347,0.0000033786512,0.10393294,0.00012020987,0.00006320721,0.012972871,0.0012611831,0.000033626777],"study_design_scores_gemma":[0.0015576354,0.00014455305,0.7843137,0.00024889605,0.00022073074,0.0000010313295,0.21030007,0.0010933306,0.000016298387,0.0018384593,0.00018974599,0.000075562224],"about_ca_topic_score_codex":0.000114890914,"about_ca_topic_score_gemma":0.00024093242,"teacher_disagreement_score":0.10636713,"about_ca_system_score_codex":0.00008947998,"about_ca_system_score_gemma":0.00008539169,"threshold_uncertainty_score":0.40813214},"labels":[],"label_agreement":null},{"id":"W4407773204","doi":"10.1186/s12889-025-21515-y","title":"The employment preferences of young people in Canada: a discrete choice experiment","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Biostatistics; Medicine; Public health; Epidemiology; Environmental health; Nursing; Pathology","score_opus":0.08362781501579326,"score_gpt":0.4138601415867611,"score_spread":0.33023232657096785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407773204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8136262,0.0037106224,0.00021159959,0.09174169,0.0014760175,0.002353466,0.000030555744,0.000069222144,0.0867806],"genre_scores_gemma":[0.9879593,0.00033616516,0.000041014846,0.0005696963,0.00004563626,0.0005783662,0.000006542072,0.000012708626,0.010450526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973736,0.0006677572,0.0007318361,0.00021693269,0.00029127684,0.00071858714],"domain_scores_gemma":[0.99847054,0.0007649314,0.00024743893,0.00031376962,0.000076277596,0.0001270141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011232224,0.00012840796,0.0003254573,0.000093680785,0.0007251737,0.00000956713,0.00026595316,0.000038807895,0.00011233773],"category_scores_gemma":[0.00032094843,0.000082546634,0.00003004224,0.00041377498,0.000038824943,0.000054340824,0.00021665207,0.0002164062,0.0000051847496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008413552,0.000030087771,0.9564144,0.00015071513,0.000019136633,7.346975e-8,0.003455136,6.518965e-7,0.0000013832463,0.010832963,0.027593832,0.0014932023],"study_design_scores_gemma":[0.0004361629,0.000035162608,0.86613786,0.00014873812,0.0000019758188,3.4681577e-8,0.016263464,0.000018927398,0.0000034010554,0.00013490026,0.11675636,0.00006300533],"about_ca_topic_score_codex":0.9709677,"about_ca_topic_score_gemma":0.9991919,"teacher_disagreement_score":0.17433313,"about_ca_system_score_codex":0.0013509776,"about_ca_system_score_gemma":0.011222417,"threshold_uncertainty_score":0.99438304},"labels":[],"label_agreement":null},{"id":"W4407789767","doi":"10.1097/01.naj.0001108252.14626.63","title":"Nearly a Quarter of Americans Are Underinsured","year":2025,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Underinsured; Quarter (Canadian coin); Demographic economics; Labour economics; Economics; Business; Economic growth; Geography; Health insurance; Health care","score_opus":0.05955337274823756,"score_gpt":0.44830483517623004,"score_spread":0.38875146242799247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407789767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465175,0.0006651977,0.005483491,0.025965596,0.0013017347,0.00019340748,0.0000073140654,0.00002757634,0.019838182],"genre_scores_gemma":[0.9974198,0.000081045655,0.0010758637,0.00081444776,0.00016031753,0.000003181896,4.5682597e-7,0.000013470533,0.0004314668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818814,0.00033384882,0.00081215706,0.00011087657,0.00023432035,0.0003206492],"domain_scores_gemma":[0.99766934,0.00034269955,0.0013735397,0.00016477477,0.0003685444,0.00008108185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000338142,0.00012908036,0.00061307545,0.0002598782,0.00028594845,0.0000059790677,0.00018034963,0.000035334506,0.000053044852],"category_scores_gemma":[0.000119851444,0.000105095496,0.00014982466,0.00060161186,0.0004650734,0.00009352168,0.000024785075,0.00041807553,0.0000056090275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069695234,0.00044299988,0.6962867,0.00012353763,0.00059543195,0.000023298686,0.033782657,0.000020608268,0.0015665839,0.0016512267,0.061896883,0.20291312],"study_design_scores_gemma":[0.00152819,0.0014253692,0.75115824,0.004780228,0.0002621402,0.00001088195,0.22745,0.000018178514,0.0001138511,0.0028747516,0.01015259,0.00022555164],"about_ca_topic_score_codex":0.000161966,"about_ca_topic_score_gemma":0.000019201716,"teacher_disagreement_score":0.20268758,"about_ca_system_score_codex":0.00018130588,"about_ca_system_score_gemma":0.00023204631,"threshold_uncertainty_score":0.428567},"labels":[],"label_agreement":null},{"id":"W4407918117","doi":"10.1007/978-3-031-76228-4_6","title":"Structural Changes in Canadian Employment from 1997 to 2022","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Manitoba; Conference Board of Canada","funders":"","keywords":"Geology","score_opus":0.056707728560691305,"score_gpt":0.37043961335291586,"score_spread":0.3137318847922246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407918117","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017309604,0.0008173393,7.182306e-7,0.041468106,0.0022687442,0.0015909622,0.0020282508,0.00008855295,0.95000637],"genre_scores_gemma":[0.0027007288,0.00027702854,0.000043440545,0.011923112,0.000599505,0.00019999777,0.0005508663,0.00004669977,0.9836586],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791884,0.000055242905,0.00045675965,0.000512408,0.0002482368,0.0008085109],"domain_scores_gemma":[0.9988534,0.0002045038,0.0000972938,0.00039435344,0.00008693923,0.00036353953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016766603,0.00039552193,0.0005908008,0.0005929551,0.000512415,0.000008887356,0.00027275618,0.00045668095,0.023225566],"category_scores_gemma":[0.00003697386,0.0003420717,0.000070373426,0.00006402199,0.00002650235,0.000024842615,0.00036137505,0.0007826108,0.00069693115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029252393,0.0000028820543,0.041683204,0.000096145304,0.00017463743,0.00004316521,0.0029562803,3.749646e-7,0.000001981068,0.13754326,0.8089452,0.008523622],"study_design_scores_gemma":[0.00025957244,0.000040989296,0.01289963,0.0006208719,0.000029375064,4.686764e-8,0.0003146792,0.0000014983425,0.0000014769831,0.007382736,0.97810334,0.00034580467],"about_ca_topic_score_codex":0.835229,"about_ca_topic_score_gemma":0.9979426,"teacher_disagreement_score":0.16915813,"about_ca_system_score_codex":0.0011414724,"about_ca_system_score_gemma":0.00070588413,"threshold_uncertainty_score":0.99990314},"labels":[],"label_agreement":null},{"id":"W4407981983","doi":"10.1017/gmh.2025.19","title":"Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions","year":2025,"lang":"en","type":"review","venue":"Cambridge Prisms Global Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental healthcare; Mental health; Health professionals; Health care; Nursing; Medicine; Psychology; Political science; Psychiatry","score_opus":0.23247962838671662,"score_gpt":0.5464134865805655,"score_spread":0.3139338581938489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407981983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007537832,0.9336015,0.000032219992,0.040375546,0.002223845,0.019265603,0.0028802059,0.000068039175,0.0015454864],"genre_scores_gemma":[0.000058928512,0.9914413,0.00015502457,0.003984138,0.00013093544,0.0015284143,0.0009952899,0.000053703738,0.0016522807],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98415303,0.006421995,0.006268101,0.0006642027,0.0009065142,0.0015861619],"domain_scores_gemma":[0.9921884,0.0008553709,0.005436807,0.0008962554,0.00026119358,0.00036199598],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0058900244,0.00083188235,0.0055453153,0.00047388813,0.0016704577,0.000010719664,0.0009072526,0.0003851448,0.00006524638],"category_scores_gemma":[0.0003393255,0.0005942051,0.0011746682,0.002939584,0.00027173653,0.00014224988,0.0014217227,0.0015790832,0.00002008175],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002945447,0.00027718124,0.000314121,0.7130462,0.000116440526,7.659299e-7,0.0018734507,2.196218e-8,8.03782e-9,0.00198714,0.09215183,0.1902034],"study_design_scores_gemma":[0.0006013821,0.00024077715,0.000106664826,0.85862523,0.00011071674,0.000005180865,0.0047955965,4.223795e-7,6.346354e-8,0.0000162411,0.13522525,0.0002724436],"about_ca_topic_score_codex":0.0019995866,"about_ca_topic_score_gemma":0.001002012,"teacher_disagreement_score":0.18993095,"about_ca_system_score_codex":0.0037510826,"about_ca_system_score_gemma":0.010526489,"threshold_uncertainty_score":0.99965096},"labels":[],"label_agreement":null},{"id":"W4407982691","doi":"10.1177/10564926241311511","title":"The Crisis of Care: A Curated Discussion","year":2025,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Political science","score_opus":0.05151780612434701,"score_gpt":0.42650828466195806,"score_spread":0.374990478537611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407982691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37265047,0.021859592,0.00634301,0.36441958,0.028045924,0.0030674227,0.000012804104,0.00011871724,0.20348248],"genre_scores_gemma":[0.9814839,0.0038711042,0.00013746743,0.0010230627,0.00030410342,0.000021568796,0.0000015675482,0.000010424075,0.013146843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984817,0.00024201322,0.0007266191,0.00007541064,0.00027260592,0.00020166945],"domain_scores_gemma":[0.9987671,0.00018593494,0.0005171006,0.00019424525,0.00030703863,0.000028630255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007576096,0.00008901292,0.00022954887,0.00016377708,0.00062980823,0.000008144752,0.00027069793,0.000044939636,0.000037743343],"category_scores_gemma":[0.00006323668,0.000039394923,0.00011586126,0.00028323653,0.00006782847,0.000088864086,0.00027535486,0.00025783142,0.000009205629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037237816,0.0000753473,0.0321447,0.0007990212,0.00061572675,0.000014342035,0.011304464,0.000012880724,0.000024539671,0.020677045,0.9034696,0.030489944],"study_design_scores_gemma":[0.0014844377,0.00018441874,0.075902745,0.0012286103,0.0002974266,3.3112798e-7,0.21904428,0.0000037615864,0.00005201722,0.004674367,0.69703794,0.00008969811],"about_ca_topic_score_codex":0.00000987249,"about_ca_topic_score_gemma":0.000016947693,"teacher_disagreement_score":0.6088334,"about_ca_system_score_codex":0.00008601619,"about_ca_system_score_gemma":0.000046084588,"threshold_uncertainty_score":0.48440397},"labels":[],"label_agreement":null},{"id":"W4407999556","doi":"10.4324/9781003037309-20","title":"The Ethics of Skill-Selective Immigration Policies","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Psychology; Political science; Law","score_opus":0.06396168924891528,"score_gpt":0.4350046100220694,"score_spread":0.37104292077315415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407999556","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016901844,0.0010108901,0.00008108471,0.030684218,0.00059548113,0.0006237678,0.000032680557,0.00005937478,0.9668956],"genre_scores_gemma":[0.0026226153,0.005504392,0.000017836786,0.0013890279,0.00023063888,0.000051626426,0.00002253649,0.000018560995,0.99014276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873835,0.00012791368,0.00049352867,0.00015859878,0.00025600524,0.00022558494],"domain_scores_gemma":[0.9958115,0.0029454492,0.00032418672,0.00025242657,0.00064537453,0.000021042573],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054995355,0.00019118396,0.0003153909,0.00008834688,0.0015583605,0.000004198807,0.0001517247,0.00056255976,0.0001816196],"category_scores_gemma":[0.00028360233,0.00011175877,0.00011752505,0.000037129983,0.00017151065,0.000022984279,0.00018249944,0.00134914,0.00006406671],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137752595,0.000002841377,0.0005187603,0.00010334769,0.00013572696,7.0387465e-8,0.0056777904,4.978188e-8,0.0000017263075,0.8162275,0.17643023,0.00088820804],"study_design_scores_gemma":[0.00012328489,0.0000548193,0.0013332241,0.00052599906,0.00008080079,4.2871644e-8,0.0023515348,0.0000010599467,0.000019439547,0.12173944,0.87364066,0.00012968917],"about_ca_topic_score_codex":0.0011989193,"about_ca_topic_score_gemma":0.010443958,"teacher_disagreement_score":0.69721043,"about_ca_system_score_codex":0.00009544191,"about_ca_system_score_gemma":0.0004496169,"threshold_uncertainty_score":0.9997415},"labels":[],"label_agreement":null},{"id":"W4408037456","doi":"10.1177/10519815251320004","title":"Navigating the intersections: Immigration, diversity of the workforce, precarious work, and vulnerabilities in occupational safety and health","year":2025,"lang":"en","type":"editorial","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Immigration; Workforce; Diversity (politics); Precarious work; Occupational safety and health; Work (physics); Workforce diversity; Political science; Sociology; Business; Environmental health; Demographic economics; Engineering; Medicine; Economics; Law","score_opus":0.03429964607791448,"score_gpt":0.38605586079981036,"score_spread":0.3517562147218959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408037456","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07189812,0.015522044,0.00013139294,0.037990127,0.8683309,0.0039300337,0.0004037486,0.00009769503,0.0016959339],"genre_scores_gemma":[0.74264205,0.0057393163,0.00012128408,0.0013611753,0.22832552,0.0005189767,0.0003762336,0.00005553545,0.020859906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789345,0.00068419456,0.0005909548,0.00026061392,0.00031907394,0.00025168344],"domain_scores_gemma":[0.9958923,0.0032354365,0.00042184233,0.00024120415,0.00018021336,0.00002901346],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012816733,0.00018258517,0.0003695039,0.000038184775,0.0028052882,0.000012572002,0.00018745301,0.00029203322,0.000014528169],"category_scores_gemma":[0.00067576196,0.00011309924,0.000058776975,0.0004512059,0.00024509087,0.00005186342,0.00094444543,0.0019264586,5.7963246e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000129972,0.0000090642625,0.513254,0.00016315094,0.000031365653,5.464091e-8,0.025022358,0.000007936498,5.9966982e-9,0.00025885573,0.45897898,0.0021442568],"study_design_scores_gemma":[0.00065639976,0.00004694718,0.61026955,0.007094406,0.000056586363,4.9787737e-8,0.009906741,0.0000025605875,1.0416956e-7,0.00086360786,0.37093154,0.00017153355],"about_ca_topic_score_codex":0.0051836157,"about_ca_topic_score_gemma":0.018000353,"teacher_disagreement_score":0.67074394,"about_ca_system_score_codex":0.00026493642,"about_ca_system_score_gemma":0.00040120882,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W4408082394","doi":"10.1016/j.ijlcj.2025.100731","title":"Correctional officer recruits’ navigation of overwhelm: Internal and external strategies","year":2025,"lang":"en","type":"article","venue":"International journal of law, crime and justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada Research Chairs; Memorial University of Newfoundland; McGill University","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture","keywords":"Officer; Psychology; Aeronautics; Political science; Engineering; Law","score_opus":0.04899500421838694,"score_gpt":0.4391480156987749,"score_spread":0.39015301148038795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408082394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.922078,0.002353514,0.0063381027,0.0021104063,0.0071785687,0.00015755431,0.000030767922,0.000014989958,0.05973809],"genre_scores_gemma":[0.9954398,0.000676044,0.00040227425,0.00069065025,0.0006967642,0.0000040696664,0.0000032836413,0.000006975025,0.0020800943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99860215,0.00012003476,0.00067258335,0.0001180372,0.0003528284,0.00013438868],"domain_scores_gemma":[0.99781626,0.00055205484,0.000489636,0.000054249027,0.0010338597,0.00005393247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004588685,0.000114078946,0.000235212,0.00016280802,0.00021240272,0.00003530246,0.0001627855,0.000079210666,0.00012596055],"category_scores_gemma":[0.00013833266,0.00009509608,0.00006069039,0.000054521122,0.00015903873,0.00040071236,0.00013470161,0.00035131216,0.0000029140272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029176832,0.00032219331,0.093140274,0.0009490019,0.0013759265,0.00009462407,0.011139769,0.000075721946,0.010525964,0.84228927,0.016663425,0.02050612],"study_design_scores_gemma":[0.011934674,0.0012545291,0.6666199,0.014041588,0.002093682,0.0005635286,0.05322928,0.0007097152,0.0028213037,0.10760198,0.13837038,0.0007594446],"about_ca_topic_score_codex":0.00037378405,"about_ca_topic_score_gemma":0.00004824396,"teacher_disagreement_score":0.7346873,"about_ca_system_score_codex":0.00006240563,"about_ca_system_score_gemma":0.00017458292,"threshold_uncertainty_score":0.38779056},"labels":[],"label_agreement":null},{"id":"W4408150364","doi":"10.1136/jech-2024-223366","title":"Parental employment quality and the mental health and school performance of children and youth","year":2025,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Institute for Work & Health; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; The King's University; McMaster University","funders":"","keywords":"Mental health; Quality (philosophy); Psychology; Developmental psychology; Psychiatry","score_opus":0.1511298772349837,"score_gpt":0.49593627309586547,"score_spread":0.3448063958608818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408150364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8810793,0.025294758,0.000023683164,0.09244126,0.00023650957,0.0006130862,0.000059587022,0.000009229845,0.00024256812],"genre_scores_gemma":[0.9332283,0.047264706,0.0002299649,0.019111251,0.00006222305,0.0000065146783,0.000022279562,0.000007137107,0.00006760263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9834934,0.013647056,0.00212346,0.00014486599,0.00012619887,0.00046505767],"domain_scores_gemma":[0.99285775,0.0044572577,0.0019094092,0.00034873272,0.00012405668,0.0003027693],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.023853162,0.00017899805,0.0013488301,0.00013497531,0.0027330506,0.0000034350128,0.00022393362,0.000104975334,0.000009321756],"category_scores_gemma":[0.0022016142,0.00011004419,0.000074812364,0.00010814059,0.00083611987,0.00010025371,0.0005326691,0.0018918478,5.610106e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067778316,0.000080969774,0.97299725,0.0003303551,0.00016815914,2.7351277e-8,0.013213122,5.216098e-7,7.217267e-7,0.0032571747,0.0056804703,0.0035934234],"study_design_scores_gemma":[0.0034394895,0.0008813039,0.9751699,0.00086878723,0.000027101087,0.000008136536,0.017368156,0.000008114566,4.3960978e-7,0.0015597853,0.0006042636,0.000064551394],"about_ca_topic_score_codex":0.019932976,"about_ca_topic_score_gemma":0.002687251,"teacher_disagreement_score":0.07333001,"about_ca_system_score_codex":0.00021319445,"about_ca_system_score_gemma":0.0006431589,"threshold_uncertainty_score":0.99856526},"labels":[],"label_agreement":null},{"id":"W4408298104","doi":"10.1017/gmh.2025.19.pr9","title":"Recommendation: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R1/PR9","year":2025,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental health; Mental healthcare; Health professionals; Health care; Psychology; Nursing; Applied psychology; Medical education; Medicine; Political science; Psychiatry","score_opus":0.3810452602428774,"score_gpt":0.5862656765905783,"score_spread":0.20522041634770088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298104","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.8582453e-7,0.91764927,0.000035573285,0.06400467,0.0009673525,0.009750451,0.00021942369,0.00003935091,0.007333713],"genre_scores_gemma":[0.0000047922094,0.9887422,0.0001363631,0.0018041007,0.0000930767,0.0019093523,0.0004819867,0.000033885608,0.0067942524],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98925966,0.0048536565,0.0045726537,0.00033891326,0.00034846595,0.00062667567],"domain_scores_gemma":[0.993329,0.0024676463,0.0032729285,0.0005381402,0.00030530858,0.00008699106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005081056,0.000439885,0.0035730689,0.0006033874,0.0009221578,0.0000054148004,0.0004787183,0.0002722718,0.0017153351],"category_scores_gemma":[0.00056526583,0.0002696879,0.00081264187,0.0021003047,0.0000977719,0.00010566319,0.0007963659,0.0012197568,0.000013263191],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049616506,0.00009877295,0.00008245958,0.7088115,0.000085561405,1.0175576e-7,0.0018815445,7.0335555e-9,2.4050808e-9,0.0010961037,0.04921124,0.23872772],"study_design_scores_gemma":[0.00018272673,0.000044710927,0.0000068015165,0.71350324,0.00011595393,4.3034595e-7,0.004448058,1.1731768e-7,2.8688389e-8,0.000024881918,0.28154948,0.00012360456],"about_ca_topic_score_codex":0.00040864278,"about_ca_topic_score_gemma":0.0013405298,"teacher_disagreement_score":0.23860411,"about_ca_system_score_codex":0.000480797,"about_ca_system_score_gemma":0.0034960767,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W4408298132","doi":"10.1017/gmh.2025.19.pr2","title":"Review: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R0/PR2","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental healthcare; Mental health; Health care; Health professionals; Nursing; Psychology; Medicine; Political science; Psychiatry","score_opus":0.39126102484168934,"score_gpt":0.5902982822632263,"score_spread":0.199037257421537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298132","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.514183e-8,0.9235183,0.0000054469133,0.0572528,0.0010927666,0.01509091,0.00023161706,0.00006471947,0.0027433243],"genre_scores_gemma":[0.0000013605097,0.98695517,0.0000682053,0.004570211,0.00014821735,0.0028317568,0.00024329037,0.00008492709,0.0050968435],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9869667,0.0050997464,0.0060308534,0.0004654397,0.0005910386,0.00084618054],"domain_scores_gemma":[0.994098,0.0012539185,0.0033771559,0.0008220596,0.00030736357,0.00014147643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00759255,0.0006396196,0.0055096974,0.00054221845,0.00065702834,0.0000068102154,0.00065240834,0.00028991333,0.0010881771],"category_scores_gemma":[0.0005982667,0.00034634996,0.0015166437,0.0025949215,0.00015097782,0.0001020989,0.0010821131,0.001956683,0.000082268445],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023018815,0.00007064689,0.00001452265,0.7002918,0.00012153049,5.246889e-7,0.0014800403,2.2624582e-9,3.652003e-9,0.0007406966,0.21269362,0.08458427],"study_design_scores_gemma":[0.00008161459,0.000046103316,0.0000010713326,0.58623034,0.00038864132,0.0000016109936,0.0015765845,7.0398315e-8,1.0566696e-8,0.000019554469,0.41151235,0.00014206176],"about_ca_topic_score_codex":0.00039534576,"about_ca_topic_score_gemma":0.0009172764,"teacher_disagreement_score":0.19881874,"about_ca_system_score_codex":0.0005141886,"about_ca_system_score_gemma":0.0031171574,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W4408298143","doi":"10.1017/gmh.2025.19.pr5","title":"Recommendation: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R0/PR5","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Health professionals; Mental healthcare; Mental health; Health care; Nursing; Psychology; Medicine; Medical education; Applied psychology; Psychiatry; Political science","score_opus":0.44342438219111463,"score_gpt":0.595416993276877,"score_spread":0.1519926110857624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298143","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.7932182e-7,0.9074513,0.000016175036,0.07482652,0.0013470167,0.008361783,0.00021896261,0.000055850414,0.007722147],"genre_scores_gemma":[0.000008534872,0.99288946,0.000105483414,0.0013082991,0.00016511798,0.0017840338,0.00044119527,0.00006362825,0.0032342565],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9901462,0.0039167274,0.0045319567,0.00037352135,0.00039068138,0.00064088695],"domain_scores_gemma":[0.99529433,0.0012762256,0.002598062,0.0005010547,0.00022835712,0.00010197019],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005407541,0.00047433312,0.003332206,0.00057382387,0.00070852943,0.000008650554,0.0004245183,0.00026684374,0.0053931787],"category_scores_gemma":[0.0002923652,0.00026963532,0.0009057409,0.0019802137,0.000105627274,0.00010986031,0.0008149221,0.0015294896,0.000053796797],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003954023,0.00008234825,0.000031521322,0.7579613,0.00012931439,2.8571876e-7,0.0035804976,4.815742e-9,3.6880503e-9,0.0013649879,0.047870215,0.1889756],"study_design_scores_gemma":[0.000109154855,0.000050194496,0.0000022126987,0.6403488,0.00019015995,0.0000011190572,0.004944126,2.2855858e-7,1.8903442e-8,0.000033789154,0.35419646,0.00012375748],"about_ca_topic_score_codex":0.00035189223,"about_ca_topic_score_gemma":0.0011782222,"teacher_disagreement_score":0.30632624,"about_ca_system_score_codex":0.00052204606,"about_ca_system_score_gemma":0.0024124405,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W4408298144","doi":"10.1017/gmh.2025.19.pr1","title":"Author comment: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R0/PR1","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental healthcare; Health professionals; Mental health; Health care; Nursing; Psychology; Public relations; Political science; Medical education; Medicine; Psychiatry; Law","score_opus":0.441441990651424,"score_gpt":0.5948283429663911,"score_spread":0.1533863523149671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298144","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.6180342e-7,0.852355,0.00001142552,0.13389859,0.0012249169,0.010112871,0.0002852958,0.000063049796,0.002048483],"genre_scores_gemma":[0.000016115553,0.98722553,0.00008661157,0.002609558,0.00013341833,0.002133583,0.0002492706,0.000080675774,0.007465207],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9885441,0.0046604574,0.0049522542,0.0004072615,0.0005930688,0.0008428511],"domain_scores_gemma":[0.99481064,0.0014257475,0.0027249483,0.0006765979,0.00021608436,0.00014600133],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00614444,0.0005815713,0.004130733,0.0006416606,0.0008609271,0.00001023016,0.0005924658,0.00032466569,0.0008811448],"category_scores_gemma":[0.00030289288,0.00032448964,0.0011552193,0.002025546,0.00015493765,0.00009229606,0.001171528,0.0019026332,0.00005325478],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005022054,0.00012565641,0.00003546643,0.76554585,0.00017260913,6.595866e-7,0.0059142285,7.211338e-9,5.790337e-9,0.003490837,0.15906204,0.06564762],"study_design_scores_gemma":[0.0001232865,0.000060126953,0.000002283241,0.61379135,0.00026039497,0.0000010042766,0.0059853857,2.8140852e-7,2.2967988e-8,0.00004032722,0.37959614,0.00013937274],"about_ca_topic_score_codex":0.00057416136,"about_ca_topic_score_gemma":0.0010202631,"teacher_disagreement_score":0.2205341,"about_ca_system_score_codex":0.0005809499,"about_ca_system_score_gemma":0.0023786274,"threshold_uncertainty_score":0.9999207},"labels":[],"label_agreement":null},{"id":"W4408298163","doi":"10.1017/gmh.2025.19.pr7","title":"Author comment: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R1/PR7","year":2025,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Health professionals; Mental health; Mental healthcare; Health care; Psychology; Nursing; Public relations; Medical education; Political science; Medicine; Psychiatry; Law","score_opus":0.38146340598637274,"score_gpt":0.5860310338633079,"score_spread":0.20456762787693517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298163","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.4305965e-7,0.8705207,0.00002559148,0.11334684,0.00089285756,0.01179808,0.0002739548,0.000045120756,0.0030966229],"genre_scores_gemma":[0.000009276272,0.9820386,0.00011293621,0.0035453916,0.0000760686,0.0022633355,0.00027111566,0.000042947613,0.01164032],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.987565,0.005729764,0.0049842866,0.00036925575,0.0005286075,0.0008231056],"domain_scores_gemma":[0.9927268,0.0027214077,0.0034164172,0.0007243648,0.0002874551,0.00012353549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0057443418,0.00053941336,0.004426187,0.000671833,0.0011133398,0.000006437231,0.0006659939,0.00033094565,0.0005475578],"category_scores_gemma":[0.00057759526,0.00032428215,0.0010362417,0.0021328337,0.00014331845,0.00008877038,0.0011285708,0.0015190617,0.0000130341805],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006804152,0.00016322838,0.000102836784,0.7713385,0.00012523642,2.571222e-7,0.0033550018,1.1503542e-8,4.0957375e-9,0.0031042602,0.12312829,0.09867558],"study_design_scores_gemma":[0.00020469943,0.000053594384,0.0000070876254,0.6750567,0.00016011423,3.895701e-7,0.0052549816,1.4760796e-7,3.4682817e-8,0.000028769406,0.31909448,0.00013903977],"about_ca_topic_score_codex":0.0006461719,"about_ca_topic_score_gemma":0.0011505705,"teacher_disagreement_score":0.19596618,"about_ca_system_score_codex":0.0005428394,"about_ca_system_score_gemma":0.0034258373,"threshold_uncertainty_score":0.9999209},"labels":[],"label_agreement":null},{"id":"W4408298178","doi":"10.1017/gmh.2025.19.pr3","title":"Review: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R0/PR3","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental health; Health professionals; Mental healthcare; Health care; Nursing; Psychology; Medicine; Political science; Psychiatry","score_opus":0.39126102484168934,"score_gpt":0.5902982822632263,"score_spread":0.199037257421537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298178","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.777157e-8,0.92346656,0.0000054148586,0.05728593,0.0010899703,0.015116385,0.00023149993,0.0000646895,0.0027394518],"genre_scores_gemma":[0.0000013680096,0.98685867,0.00006735944,0.004663862,0.0001481583,0.0028315957,0.0002432198,0.000084910986,0.005100874],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9869606,0.0050988705,0.006028419,0.00047502064,0.00059095357,0.0008461695],"domain_scores_gemma":[0.9940846,0.0012531021,0.003375075,0.000838556,0.00030721462,0.00014146444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007738032,0.0006395224,0.0055062333,0.000541724,0.0006569087,0.0000068076847,0.0006523182,0.0002898774,0.0010849213],"category_scores_gemma":[0.00060924754,0.00034630694,0.001516424,0.0025936745,0.00015096086,0.000102068894,0.0011041438,0.0019563313,0.00008226248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024308983,0.00007064501,0.000014302063,0.70115024,0.000121704805,5.2476867e-7,0.0014805705,2.2437938e-9,4.104831e-9,0.0007319067,0.21271889,0.083708785],"study_design_scores_gemma":[0.00008850274,0.000045971006,0.0000010436423,0.58604276,0.00038868524,0.0000016082223,0.0015741581,6.960612e-8,1.20126185e-8,0.000019529516,0.41169566,0.00014199899],"about_ca_topic_score_codex":0.000394018,"about_ca_topic_score_gemma":0.00091469125,"teacher_disagreement_score":0.19897676,"about_ca_system_score_codex":0.0005137714,"about_ca_system_score_gemma":0.003116417,"threshold_uncertainty_score":0.9998989},"labels":[],"label_agreement":null},{"id":"W4408298179","doi":"10.1017/gmh.2025.19.pr8","title":"Review: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R1/PR8","year":2025,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental health; Mental healthcare; Health professionals; Health care; Nursing; Mental health care; Psychology; Medicine; Political science; Psychiatry","score_opus":0.33290792851380163,"score_gpt":0.5812920992535594,"score_spread":0.24838417073975777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.364497e-8,0.92982703,0.000012426728,0.047922924,0.00078624976,0.017385583,0.00021930537,0.000045672794,0.0038007451],"genre_scores_gemma":[7.585416e-7,0.98224896,0.00008920144,0.006226749,0.000084206884,0.0030167855,0.00026423656,0.000045623776,0.00802346],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98587024,0.006281904,0.0060717827,0.00042215068,0.00052705634,0.00082685857],"domain_scores_gemma":[0.9919575,0.0023981284,0.0042350357,0.00088048744,0.0004089964,0.00011986182],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0071107917,0.0005933375,0.005902641,0.00056763313,0.000850684,0.0000042888037,0.00073306734,0.00029548784,0.0006810742],"category_scores_gemma":[0.0011437122,0.00034614085,0.0013609143,0.0027343403,0.00013975352,0.00009819026,0.0010421938,0.001563075,0.000020169644],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003124603,0.00009194888,0.00004061349,0.70308095,0.00008843138,2.0644332e-7,0.0008508959,3.6091463e-9,2.6351992e-9,0.00065092347,0.17082995,0.12436297],"study_design_scores_gemma":[0.00013440115,0.00004080126,0.0000031972454,0.6376667,0.00023740607,6.216509e-7,0.001371506,3.733667e-8,1.5794074e-8,0.000014007921,0.3603906,0.00014066415],"about_ca_topic_score_codex":0.00045720336,"about_ca_topic_score_gemma":0.0010256557,"teacher_disagreement_score":0.18956067,"about_ca_system_score_codex":0.00048075418,"about_ca_system_score_gemma":0.0044852,"threshold_uncertainty_score":0.9998991},"labels":[],"label_agreement":null},{"id":"W4408298181","doi":"10.1017/gmh.2025.19.pr4","title":"Review: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R0/PR4","year":2024,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental healthcare; Mental health; Health professionals; Nursing; Health care; Mental health care; Psychology; Medicine; Medical education; Psychiatry; Political science","score_opus":0.39126102484168934,"score_gpt":0.5902982822632263,"score_spread":0.199037257421537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298181","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.703135e-8,0.9240807,0.0000054204743,0.05668298,0.0010929178,0.015098272,0.00023172724,0.00006479536,0.0027430675],"genre_scores_gemma":[0.0000013560908,0.98694754,0.00006818579,0.0045609903,0.00014840793,0.0028316146,0.00024327403,0.00008497431,0.0051136706],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9869722,0.0050968016,0.006029006,0.00046538378,0.00059069623,0.0008458924],"domain_scores_gemma":[0.9940999,0.0012528545,0.0033765982,0.0008219501,0.0003072434,0.00014143044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0075488333,0.0006395986,0.0055090105,0.00054201594,0.0006569501,0.0000068095596,0.00065237604,0.00028990157,0.0010878261],"category_scores_gemma":[0.0005964903,0.000346342,0.0015166083,0.0025913394,0.0001508939,0.00010208458,0.001081976,0.0019601076,0.000082191946],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022956922,0.00007046172,0.000013854542,0.6985184,0.000121222394,5.2334474e-7,0.001477879,2.2459776e-9,3.6745482e-9,0.0007369532,0.21229222,0.08676615],"study_design_scores_gemma":[0.000081565944,0.000046071094,0.0000010640028,0.5859647,0.0003884631,0.0000016102026,0.0015578067,7.001262e-8,1.0684298e-8,0.000019534493,0.41179714,0.00014199452],"about_ca_topic_score_codex":0.00038866233,"about_ca_topic_score_gemma":0.00091626646,"teacher_disagreement_score":0.1995049,"about_ca_system_score_codex":0.00051403156,"about_ca_system_score_gemma":0.0031095173,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W4408298247","doi":"10.1017/gmh.2025.19.pr6","title":"Decision: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R0/PR6","year":2025,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Mental health; Mental healthcare; Health professionals; Health care; Psychology; Nursing; Applied psychology; Medical education; Medicine; Political science; Psychiatry","score_opus":0.34076506031429193,"score_gpt":0.5859107501185847,"score_spread":0.2451456898042928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298247","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.1793236e-7,0.9629612,0.00006853898,0.019756047,0.0012320324,0.011223984,0.00018243647,0.000042222204,0.004532946],"genre_scores_gemma":[0.000007454327,0.990497,0.00028188492,0.0014194555,0.00009345763,0.0016977839,0.0001380632,0.000041005744,0.0058239303],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98871636,0.004183467,0.005294682,0.00040795092,0.0006273842,0.0007701761],"domain_scores_gemma":[0.9908318,0.0047311387,0.0031443008,0.00081169215,0.00036099332,0.00012005304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056098434,0.000527434,0.0045725335,0.0007411322,0.0009905397,0.000006379856,0.00071509293,0.00034834346,0.0010911921],"category_scores_gemma":[0.0010574183,0.00030427484,0.0011368737,0.0025836953,0.00013671156,0.00009598458,0.0011950185,0.001395931,0.000018041832],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009321673,0.00011029686,0.00008982108,0.6896109,0.000084602994,3.7998234e-7,0.0017734262,1.7150999e-8,2.5061053e-9,0.0013506421,0.038960785,0.26800978],"study_design_scores_gemma":[0.00024344171,0.000058070786,0.000012562527,0.79423463,0.00014599848,7.956824e-7,0.004056904,1.2021367e-7,2.5877263e-8,0.00006371907,0.20102863,0.00015513338],"about_ca_topic_score_codex":0.0003650093,"about_ca_topic_score_gemma":0.001667385,"teacher_disagreement_score":0.26785466,"about_ca_system_score_codex":0.00045780986,"about_ca_system_score_gemma":0.0044632764,"threshold_uncertainty_score":0.99994093},"labels":[],"label_agreement":null},{"id":"W4408298248","doi":"10.1017/gmh.2025.19.pr10","title":"Decision: Addressing the mental health needs of healthcare professionals in Africa: a scoping review of workplace interventions — R1/PR10","year":2025,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Psychological intervention; Health professionals; Mental health; Mental healthcare; Medicine; Health care; Nursing; Psychology; Medical education; Psychiatry; Political science","score_opus":0.33705750254595057,"score_gpt":0.5855208215707243,"score_spread":0.2484633190247737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408298248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.220084e-7,0.9641485,0.000064618405,0.019453844,0.0012650423,0.01129813,0.0001944077,0.000042949807,0.003531785],"genre_scores_gemma":[0.000007514383,0.98918223,0.000277117,0.0013296383,0.00009339197,0.0016831113,0.0001406467,0.000041704592,0.007244671],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9888764,0.0039667515,0.0053481595,0.0004059324,0.00062893657,0.0007737923],"domain_scores_gemma":[0.99093825,0.004609799,0.0031620471,0.0008033816,0.00036644127,0.00012009242],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005549366,0.00053126103,0.0045910324,0.0007470952,0.0009902983,0.000006276655,0.000722634,0.00035536097,0.0007307832],"category_scores_gemma":[0.001017173,0.0003069432,0.0011468424,0.0026028864,0.00013694575,0.00009679856,0.0011756901,0.0014331221,0.000018209625],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009357923,0.00011075461,0.000101675556,0.6890755,0.000083450446,3.6186952e-7,0.0017239142,1.7777888e-8,2.838651e-9,0.0012933138,0.048261724,0.25933993],"study_design_scores_gemma":[0.0002436277,0.00005816356,0.000012971644,0.79639745,0.00014690479,7.8329015e-7,0.004277444,1.2308932e-7,2.762379e-8,0.00006519541,0.19864048,0.00015683596],"about_ca_topic_score_codex":0.00037693782,"about_ca_topic_score_gemma":0.0018063856,"teacher_disagreement_score":0.25918308,"about_ca_system_score_codex":0.00045528414,"about_ca_system_score_gemma":0.004526476,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W4408651231","doi":"10.1037/cbs0000453","title":"Short-term longitudinal relations between discrimination, depression and coping flexibility among Black and Latine young adults.","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Psychology; Term (time); Flexibility (engineering); Depression (economics); Developmental psychology; Clinical psychology; Mathematics; Physics; Economics; Statistics; Keynesian economics","score_opus":0.13752001032480765,"score_gpt":0.36454318337585456,"score_spread":0.2270231730510469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408651231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504155,0.0003896818,0.00016888032,0.0020562767,0.0006325073,0.00045201086,0.000028098915,0.000010501923,0.0012204857],"genre_scores_gemma":[0.9993404,0.00003566227,0.00024833897,0.000044186276,0.00009149417,0.000012605313,0.000005827676,0.0000059655226,0.00021550912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974491,0.00011833054,0.0008911726,0.00045058015,0.00024154909,0.00084929453],"domain_scores_gemma":[0.9975717,0.00014390919,0.00037903516,0.00017066784,0.0006917221,0.0010429481],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002935335,0.000196396,0.00035056332,0.00072821736,0.005746403,0.00013118994,0.00044648157,0.00007177455,0.000056980927],"category_scores_gemma":[0.0002948849,0.00016280476,0.000052769083,0.00093325245,0.0049970094,0.00091898325,0.00014840937,0.00034515816,7.4697374e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000414906,0.000008675467,0.9893264,0.0000542169,0.000011497177,0.000022331806,0.006618108,0.000015457781,0.000020360207,0.0010614365,0.00017363211,0.0026836903],"study_design_scores_gemma":[0.0003383815,0.00013343261,0.9916082,0.000999007,0.00009110749,0.000015424948,0.005308377,0.00028463313,0.000010844906,0.0009579173,0.0000863476,0.00016630969],"about_ca_topic_score_codex":0.07836189,"about_ca_topic_score_gemma":0.6367218,"teacher_disagreement_score":0.55835986,"about_ca_system_score_codex":0.0012253169,"about_ca_system_score_gemma":0.0013165831,"threshold_uncertainty_score":0.9977108},"labels":[],"label_agreement":null},{"id":"W4408675935","doi":"10.1177/10398562251328464","title":"Policy levers for the NSW psychiatrists’ workforce crisis: The implications of Perera’s supply-side policy feedback model","year":2025,"lang":"en","type":"editorial","venue":"Australasian Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Workforce; Supply side; Psychology; Public relations; Business; Political science; Economics; Economic growth","score_opus":0.03805464383158489,"score_gpt":0.42342517458474666,"score_spread":0.38537053075316174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408675935","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000104394996,0.0015821242,0.00056677125,0.51133746,0.45650503,0.004093097,0.004439452,0.00017439222,0.021197317],"genre_scores_gemma":[0.0144514,0.003296687,0.0012856441,0.0058108196,0.884818,0.0035603559,0.00076462363,0.00024391092,0.08576855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946158,0.00035534063,0.001796843,0.00094270793,0.00074623624,0.0015430694],"domain_scores_gemma":[0.99323016,0.0025456971,0.000989068,0.0022761947,0.0007544765,0.00020442583],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00087586604,0.0008924069,0.001039787,0.0005314094,0.0037121794,0.0000609593,0.0022297627,0.0016142672,0.000058089572],"category_scores_gemma":[0.0007964702,0.0005746692,0.0009838335,0.0012550218,0.00038528023,0.00013523654,0.00041096416,0.0028478166,0.000048295522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016480047,0.000103775455,0.0047540977,0.0008542205,0.0004906859,5.960259e-8,0.0020159539,0.000098398945,9.876987e-7,0.08117634,0.9097349,0.0006057692],"study_design_scores_gemma":[0.0019430587,0.00012559557,0.007319917,0.0007193914,0.00096182304,5.8542497e-7,0.011129039,0.000028574817,7.543157e-7,0.068401664,0.90878046,0.00058912055],"about_ca_topic_score_codex":0.004042648,"about_ca_topic_score_gemma":0.0040249466,"teacher_disagreement_score":0.5055266,"about_ca_system_score_codex":0.0004370143,"about_ca_system_score_gemma":0.010303528,"threshold_uncertainty_score":0.99968183},"labels":[],"label_agreement":null},{"id":"W4408729402","doi":"10.1093/oxfordhb/9780197766859.013.0019","title":"Social Assistance in the Canadian Provinces","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geography","score_opus":0.058670838741078785,"score_gpt":0.31756528813356594,"score_spread":0.2588944493924872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408729402","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000066311724,0.000078301295,0.0000017926341,0.0020796321,0.00021696078,0.0009050785,0.00016419003,0.00004457655,0.99644315],"genre_scores_gemma":[0.004753558,0.00008085572,0.000007385629,0.000638055,0.00016561555,0.0000070767455,0.000028325134,0.0000141651235,0.99430496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874735,0.00014757733,0.00019249979,0.0002784511,0.00022171589,0.00041241612],"domain_scores_gemma":[0.9992609,0.00017743024,0.00016726936,0.0002317912,0.00010351955,0.00005909818],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00023478997,0.00022715995,0.00030296866,0.00018913393,0.002297188,0.000018278914,0.00054189964,0.00044830606,0.000039380102],"category_scores_gemma":[0.000010465381,0.00019557608,0.000103168066,0.000013509963,0.00017505205,0.000040904426,0.00020748541,0.0010013605,0.0000018803486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003497466,0.0000028645993,0.0008580319,0.00012137717,0.000055667722,0.00005980079,0.0028425774,4.7960967e-8,3.9325283e-8,0.90947646,0.0850907,0.0014574334],"study_design_scores_gemma":[0.00030828762,0.000013085011,0.0011409292,0.0002500501,0.00007305187,9.5093455e-8,0.0007474259,9.0806117e-7,9.1484594e-8,0.0019232157,0.99535984,0.00018303191],"about_ca_topic_score_codex":0.09395013,"about_ca_topic_score_gemma":0.8476886,"teacher_disagreement_score":0.91026914,"about_ca_system_score_codex":0.0008049129,"about_ca_system_score_gemma":0.0011010928,"threshold_uncertainty_score":0.9990017},"labels":[],"label_agreement":null},{"id":"W4408729463","doi":"10.1093/oxfordhb/9780197766859.013.0034","title":"Regional Inequalities","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography","score_opus":0.09855963788798203,"score_gpt":0.32733678639742075,"score_spread":0.22877714850943873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408729463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003254945,0.00019574785,0.000047520247,0.0004857972,0.0005011162,0.000570487,0.00023766486,0.00022471875,0.9977044],"genre_scores_gemma":[0.0000652391,0.00089153595,0.000044184737,0.0006053556,0.00026911226,0.0000037424186,0.00008760823,0.000029115316,0.9980041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986388,0.00009803404,0.0002809335,0.00036097827,0.00025458258,0.00036666886],"domain_scores_gemma":[0.9986898,0.00034406205,0.0002663578,0.0003891914,0.000224245,0.000086362656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012891533,0.00032651232,0.00046843695,0.00019680864,0.0010427628,0.0000064481733,0.0003567905,0.00053314323,0.00023889502],"category_scores_gemma":[0.0000123273485,0.00034424444,0.00019554343,0.000006451539,0.00018439355,0.000051769504,0.00073316594,0.0008196828,0.000006432058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087939225,0.000003362082,0.000085913314,0.00027122814,0.00018954858,0.00002270135,0.00083013024,9.753739e-8,2.9237754e-7,0.79058594,0.20684429,0.0010785662],"study_design_scores_gemma":[0.0005352568,0.00003092768,0.000040723433,0.0007923553,0.00016728716,2.5020216e-7,0.0005468345,9.912495e-7,8.341458e-7,0.0051688277,0.99241614,0.0002995791],"about_ca_topic_score_codex":0.00025337306,"about_ca_topic_score_gemma":0.00016133804,"teacher_disagreement_score":0.7855718,"about_ca_system_score_codex":0.00023640343,"about_ca_system_score_gemma":0.00027661666,"threshold_uncertainty_score":0.99990094},"labels":[],"label_agreement":null},{"id":"W4408821761","doi":"10.1371/journal.pone.0320248","title":"Labour and social protection gaps impacting the health and well-being of workers in non-standard employment: An international comparative study","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Cape Breton University","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Social protection; Equity (law); Health equity; Social policy; Population; Health policy; Social determinants of health; Economic growth; Demographic economics; Business; Health care; Economics; Political science; Environmental health; Medicine","score_opus":0.09436875986791045,"score_gpt":0.4234893696343609,"score_spread":0.32912060976645047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408821761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901944,0.000079661084,0.00001704937,0.0066475603,0.0000734873,0.0016165351,0.000006272735,0.00002082651,0.0013442191],"genre_scores_gemma":[0.99908364,0.00005803077,0.000042788008,0.00023666408,0.00007273267,0.00015592285,0.0000036370252,0.0000062031713,0.00034037782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987448,0.00037890874,0.0003282086,0.00016186565,0.00019809192,0.00018814215],"domain_scores_gemma":[0.9995024,0.00011855035,0.00017615817,0.00006951493,0.00010487345,0.000028504715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007425072,0.00009112336,0.00029078586,0.000108016015,0.000804094,0.000012915675,0.00006407865,0.000037130467,0.000012203071],"category_scores_gemma":[0.000045092,0.00006915939,0.000011619472,0.0001597833,0.00005480635,0.000117386364,0.00011957075,0.0003179697,7.549169e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030236036,0.00044485534,0.87267894,0.0001649479,0.00021938299,2.75751e-7,0.12500681,4.5226105e-7,0.000070579525,0.00050756836,0.00004853516,0.00055529823],"study_design_scores_gemma":[0.001362767,0.00048059344,0.84858125,0.0005952411,0.000025075535,3.8891162e-8,0.14832446,0.0000536957,0.000055726996,0.00040786254,0.000054629632,0.000058667792],"about_ca_topic_score_codex":0.0028077587,"about_ca_topic_score_gemma":0.0036913883,"teacher_disagreement_score":0.024097702,"about_ca_system_score_codex":0.00012276226,"about_ca_system_score_gemma":0.00008564685,"threshold_uncertainty_score":0.61845225},"labels":[],"label_agreement":null},{"id":"W4408824605","doi":"10.5194/oos2025-860","title":"Understanding the Drivers Behind Why People Start, Stay in, and Stop Bottom Trawling: Insights for Policymakers","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Trawling; Bottom trawling; Top-down and bottom-up design; Business; Economics; Political science; Engineering; Fishing","score_opus":0.20364044799470177,"score_gpt":0.4198581468155683,"score_spread":0.21621769882086656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408824605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7220397,0.0025491116,0.03637119,0.12070967,0.0056930603,0.015725214,0.00070813845,0.0005684222,0.09563546],"genre_scores_gemma":[0.9756783,0.0012437232,0.00039110065,0.0047730007,0.00034381938,0.0007483305,0.000092986105,0.000043852415,0.016684854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976525,0.0003211345,0.0005988207,0.00056071073,0.00023586121,0.0006310156],"domain_scores_gemma":[0.9974599,0.0017073893,0.0002361556,0.00039382535,0.00010854183,0.00009420132],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00061428675,0.00036273035,0.0005864564,0.0003158927,0.0016029159,0.00003906216,0.00027603353,0.0004393168,0.000071405775],"category_scores_gemma":[0.0001379232,0.00024863036,0.00012796414,0.00014762366,0.00012654616,0.00007909881,0.00086763734,0.0013086058,0.0000027262192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025257122,0.00009368524,0.2795287,0.0024044362,0.0006757511,0.000004955926,0.46115357,0.00012561672,0.0000081022745,0.103407085,0.15208744,0.00025807373],"study_design_scores_gemma":[0.0058705914,0.0002177493,0.04826074,0.002509702,0.00041276353,4.5165498e-7,0.58777267,0.001332596,0.000013590488,0.19786058,0.15441523,0.0013333436],"about_ca_topic_score_codex":0.0041237785,"about_ca_topic_score_gemma":0.06127384,"teacher_disagreement_score":0.2536386,"about_ca_system_score_codex":0.0006124393,"about_ca_system_score_gemma":0.0005240873,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W4408880225","doi":"10.53555/ajbr.v28i2s.7199","title":"Informality and Inclusion: A Critical Analysis of India's Employment Trends in Economic Survey 2025","year":2025,"lang":"en","type":"article","venue":"African Journal of Biomedical Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dominican University College","funders":"","keywords":"Inclusion (mineral); Development economics; Political science; Economic growth; Socioeconomics; Sociology; Demographic economics; Economics; Social science","score_opus":0.140056629515749,"score_gpt":0.5550751198003825,"score_spread":0.4150184902846335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408880225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699989,0.0007283192,0.00006712992,0.021696776,0.00024454092,0.00013266198,0.00008443418,0.0000043149294,0.007042911],"genre_scores_gemma":[0.9987482,0.00040780072,0.000040839248,0.00015113532,0.00006338022,0.000011015521,0.000012626043,0.0000044540675,0.0005605608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950922,0.0018920345,0.0013729823,0.00017067419,0.0009162031,0.00055587915],"domain_scores_gemma":[0.9929484,0.005858363,0.00020855285,0.00018942112,0.00049971027,0.00029553284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016043497,0.000105984975,0.0007245726,0.0041438187,0.0007364252,0.000009101615,0.0003933935,0.00016079616,0.00071077707],"category_scores_gemma":[0.0030596058,0.0000784618,0.00012242682,0.0035086155,0.0008697027,0.00010803593,0.0029314987,0.001069304,0.0000030561823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004907075,0.0002240083,0.94959,0.00009452167,0.0006719937,0.000025760517,0.006318984,8.103498e-7,0.000022533399,0.0028024788,0.012124859,0.027633287],"study_design_scores_gemma":[0.00088500965,0.00038456792,0.98356915,0.00020023194,0.00010098411,4.370855e-7,0.0027206384,0.00008228496,0.0000060597226,0.0016792287,0.010309833,0.000061571445],"about_ca_topic_score_codex":0.0023678488,"about_ca_topic_score_gemma":0.0019759543,"teacher_disagreement_score":0.033979096,"about_ca_system_score_codex":0.00036864096,"about_ca_system_score_gemma":0.000850305,"threshold_uncertainty_score":0.77825105},"labels":[],"label_agreement":null},{"id":"W4408891111","doi":"10.7202/1117045ar","title":"« Boucliers numériques » ? L’impact du télétravail sur le harcèlement et la discrimination au travail : une étude qualitative","year":2024,"lang":"fr","type":"article","venue":"Revue Gouvernance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology","score_opus":0.05692276548543838,"score_gpt":0.4223363001106274,"score_spread":0.365413534625189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408891111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5978163,0.071986094,0.0037484022,0.2806315,0.007444185,0.0019631053,0.0016082505,0.0004928423,0.034309313],"genre_scores_gemma":[0.90076894,0.03548396,0.00021336872,0.000397277,0.0010555696,0.00032251104,0.000095090065,0.00010985072,0.06155341],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942085,0.0027056637,0.0009525235,0.00073438545,0.00039619967,0.0010027211],"domain_scores_gemma":[0.9969679,0.0017662307,0.0003987547,0.00038385883,0.00025191007,0.00023135243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003094525,0.0005324837,0.0006689518,0.00012999095,0.0007937697,0.00013229459,0.00031006767,0.0003464989,0.00041007498],"category_scores_gemma":[0.0004919053,0.0005023992,0.00035882986,0.00055902,0.00041826259,0.00094771245,0.0002016148,0.0010972217,0.00037975627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008153575,0.00042243904,0.01785013,0.0040927255,0.00052384293,0.00010709324,0.59215933,0.000057343266,0.000074877375,0.08634704,0.25510514,0.043178476],"study_design_scores_gemma":[0.0011576854,0.00043571944,0.2533968,0.010608545,0.00019430487,0.000010959739,0.09077211,0.00051440456,0.000058689242,0.006650598,0.63541234,0.0007878331],"about_ca_topic_score_codex":0.034904927,"about_ca_topic_score_gemma":0.045456182,"teacher_disagreement_score":0.50138724,"about_ca_system_score_codex":0.0015584744,"about_ca_system_score_gemma":0.0012584045,"threshold_uncertainty_score":0.99974275},"labels":[],"label_agreement":null},{"id":"W4409022959","doi":"10.1093/ijpor/edaf003","title":"Elder, Am I Right? Age-Group Differences in Social and Political Interactions in Africa","year":2025,"lang":"en","type":"article","venue":"International Journal of Public Opinion Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Politics; Group (periodic table); Political science; Psychology; Gender studies; Sociology; Law; Physics","score_opus":0.3500592051909935,"score_gpt":0.5735592633788086,"score_spread":0.2235000581878151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409022959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6452311,0.00072902546,0.00029821746,0.20834105,0.0045297183,0.00043802956,0.00002721646,0.000018952984,0.14038669],"genre_scores_gemma":[0.9974631,0.00033348968,0.000039122693,0.00014719376,0.00050520524,0.000034705605,0.000006115747,0.000004057446,0.0014669786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969474,0.0011717087,0.0006504911,0.00013777625,0.0006128499,0.0004797646],"domain_scores_gemma":[0.9977665,0.0012742039,0.00011538784,0.000053522544,0.0006999724,0.00009044397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027660872,0.00007938484,0.00021702325,0.0016831296,0.00028797967,0.00006016889,0.0003798468,0.000075787524,0.0003807986],"category_scores_gemma":[0.00091321685,0.000062938634,0.000050020222,0.00043484956,0.00018951776,0.00029675575,0.00034781164,0.0012817583,0.000009706178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008559871,0.00030818343,0.57633764,0.000032854667,0.000084863714,0.000038463953,0.0025420203,2.8413185e-8,0.00002444974,0.39571342,0.020417301,0.0044152057],"study_design_scores_gemma":[0.0012579599,0.00007394405,0.8517507,0.00042942647,0.0000018297006,0.0000032699986,0.008257298,0.000014698398,0.000002211847,0.051520836,0.086627625,0.000060252674],"about_ca_topic_score_codex":0.0007988618,"about_ca_topic_score_gemma":0.0015057022,"teacher_disagreement_score":0.352232,"about_ca_system_score_codex":0.00039209417,"about_ca_system_score_gemma":0.0002761013,"threshold_uncertainty_score":0.55686736},"labels":[],"label_agreement":null},{"id":"W4409085865","doi":"10.1504/ijmbs.2024.145468","title":"Complex precarity: towards a reconceptualisation of irregular migration as a reality and a policy category","year":2024,"lang":"en","type":"article","venue":"International Journal of Migration and Border Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Zoo","funders":"","keywords":"Precarity; Sociology; Economic geography; Political science; Gender studies; Geography","score_opus":0.15434702573446457,"score_gpt":0.5074021730310756,"score_spread":0.353055147296611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409085865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8602097,0.017505731,0.00053776486,0.11878229,0.0010862007,0.0002768996,0.000047728634,0.000031874482,0.0015217819],"genre_scores_gemma":[0.9813035,0.016376704,0.00017957023,0.00054667186,0.0006086276,0.000016479868,0.000018578945,0.000008297248,0.00094155315],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985114,0.00020648401,0.0006801338,0.00013552402,0.0003574604,0.00010900856],"domain_scores_gemma":[0.9981433,0.0002664177,0.00034509637,0.00005405563,0.0011484035,0.000042704407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006614207,0.000120381694,0.00028154947,0.00028912607,0.00018609154,0.000029671746,0.00007544163,0.00006469828,0.00004431219],"category_scores_gemma":[0.0004949483,0.00008993323,0.00006591692,0.00012924378,0.0001632336,0.00030625565,0.0000858821,0.00017802962,0.0000021431679],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086084066,0.0002531764,0.13560067,0.0012395445,0.0050402824,0.00004184892,0.37933803,0.000020260359,0.004959099,0.11192259,0.10992643,0.2507972],"study_design_scores_gemma":[0.0026222204,0.0008903216,0.40181366,0.0021151798,0.00037781906,0.00010000841,0.07835935,0.0009024282,0.0005439929,0.060774736,0.4510819,0.00041837426],"about_ca_topic_score_codex":0.0020881682,"about_ca_topic_score_gemma":0.004176318,"teacher_disagreement_score":0.34115547,"about_ca_system_score_codex":0.000109303866,"about_ca_system_score_gemma":0.00022460223,"threshold_uncertainty_score":0.36673707},"labels":[],"label_agreement":null},{"id":"W4409119050","doi":"10.1007/s10926-025-10287-2","title":"Capturing the Perspectives of “Laypeople” on Policy Effectiveness: Employers’ and Precariously Employed Workers’ Suggested Improvements for the Workers’ Compensation System and Work Injury Processes","year":2025,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Workers' compensation; Compensation (psychology); Thematic analysis; Work (physics); Health psychology; Incentive; Business; Engineering; Demographic economics; Psychology; Public health; Medicine; Qualitative research; Nursing; Social psychology; Economics","score_opus":0.027532132834286165,"score_gpt":0.40001570065755787,"score_spread":0.3724835678232717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409119050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888406,0.0010015554,0.0010813395,0.006693325,0.00031380018,0.0019750297,0.000021576374,0.000016408949,0.000056355424],"genre_scores_gemma":[0.9989924,0.000050810082,0.0003704705,0.0000789463,0.00016075424,0.00025871236,0.000004321895,0.000013409013,0.000070181995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980569,0.00056224695,0.00068595144,0.00018141091,0.00033725103,0.00017625975],"domain_scores_gemma":[0.983854,0.013883992,0.0007249285,0.000136672,0.0013659906,0.000034401615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872429,0.00015825927,0.00031381418,0.00027156345,0.0008545009,0.000025446512,0.00012302227,0.00008753633,0.0000016861197],"category_scores_gemma":[0.0039015035,0.00009211436,0.000083676445,0.000518145,0.00018663281,0.0001899516,0.00005902221,0.00025140616,3.4838612e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034933076,0.00006899555,0.95418406,0.0012226051,0.0002777427,8.7275566e-8,0.032532703,0.00008542644,0.000097161435,0.005338367,0.00048257032,0.0022169854],"study_design_scores_gemma":[0.0012442416,0.00056422764,0.9335012,0.0020882767,0.000121642195,3.827492e-7,0.060964525,0.000019829542,0.000026975278,0.0012888893,0.000110207926,0.00006963088],"about_ca_topic_score_codex":0.00022200303,"about_ca_topic_score_gemma":0.00012963187,"teacher_disagreement_score":0.028431822,"about_ca_system_score_codex":0.00034235782,"about_ca_system_score_gemma":0.00063263904,"threshold_uncertainty_score":0.6572217},"labels":[],"label_agreement":null},{"id":"W4409183936","doi":"10.1007/s11031-025-10122-4","title":"Off-work work-related rumination and psychological detachment: the predictive role of workload and need frustration","year":2025,"lang":"en","type":"article","venue":"Motivation and Emotion","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"Fonds de Recherche du Québec-Société et Culture; Canada Research Chairs; H2020 European Research Council; Université du Québec à Trois-Rivières","keywords":"Rumination; Psychology; Workload; Frustration; Work (physics); Social psychology; Work engagement; Cognition; Computer science","score_opus":0.036967318905597506,"score_gpt":0.35608743010415334,"score_spread":0.3191201111985558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409183936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98549587,0.0008541529,0.0006001551,0.0081650065,0.00016252772,0.00059234037,0.0000022670608,0.000042836433,0.004084846],"genre_scores_gemma":[0.9979224,0.00060281693,0.000028567341,0.00018379703,0.000034454395,0.00004050852,0.000022237711,0.000004032475,0.0011611358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990708,0.00022499611,0.00030483824,0.00017709946,0.00010045634,0.0001217981],"domain_scores_gemma":[0.9993924,0.00025212063,0.00014955796,0.0000785161,0.00010248293,0.00002492602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752511,0.0000942756,0.00012765356,0.00008934921,0.000553167,0.000012305095,0.000028626435,0.00014970779,0.000025564845],"category_scores_gemma":[0.00015824779,0.00006597786,0.000015589108,0.0003314122,0.00010673692,0.00012373267,0.00004627781,0.00019459263,0.0000015977716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001238015,0.00006297905,0.893752,0.000034163502,0.000038482147,6.237407e-8,0.004281825,0.00000512491,0.00016751121,0.0067715715,0.0008150747,0.0939474],"study_design_scores_gemma":[0.0006626414,0.00008266293,0.98848504,0.0003082585,0.000035749934,1.4325416e-7,0.0030925595,0.00015075362,0.000031072363,0.006608875,0.00049218733,0.000050063343],"about_ca_topic_score_codex":0.00001744068,"about_ca_topic_score_gemma":0.0000071020886,"teacher_disagreement_score":0.09473303,"about_ca_system_score_codex":0.000026385127,"about_ca_system_score_gemma":0.000008297334,"threshold_uncertainty_score":0.42545694},"labels":[],"label_agreement":null},{"id":"W4409257609","doi":"10.1093/isq/sqaf023","title":"The Temporal Politics of Inevitability: Mass Death during the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"International Studies Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; London School of Economics and Political Science","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Politics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Political economy; Virology; Sociology; Law; Medicine; Internal medicine","score_opus":0.1050440113692012,"score_gpt":0.47177189409860454,"score_spread":0.3667278827294033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409257609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87161237,0.0057212017,0.00025543422,0.10785909,0.0031006355,0.00080105994,0.000096031756,0.00011437571,0.010439794],"genre_scores_gemma":[0.9851002,0.00073759025,0.000017910163,0.0017873938,0.00028923593,0.00023357647,0.000006125882,0.000007887402,0.011820057],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982815,0.00029387503,0.00062501815,0.00018616991,0.0003034627,0.0003099955],"domain_scores_gemma":[0.99636513,0.002735142,0.00022210991,0.00025748913,0.00038058506,0.000039563063],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000834426,0.00014158642,0.00023303501,0.000060248243,0.0022515166,0.000012681085,0.00042408332,0.000052972362,0.00003353897],"category_scores_gemma":[0.0007673107,0.000075393975,0.00008874551,0.00011930214,0.00031447833,0.000059051035,0.00016340493,0.00028244374,0.000016058933],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054317672,0.000020653122,0.933498,0.0001315788,0.0006038187,0.0000013541802,0.007569066,0.0000017573664,0.000033065895,0.046260152,0.01129526,0.00053094665],"study_design_scores_gemma":[0.0012852916,0.00012713137,0.40262243,0.00014747451,0.000070465576,0.0000015729331,0.064162925,0.000015063987,0.000007810478,0.08070997,0.45069173,0.00015813658],"about_ca_topic_score_codex":0.00085285155,"about_ca_topic_score_gemma":0.0017742201,"teacher_disagreement_score":0.5308756,"about_ca_system_score_codex":0.00048573333,"about_ca_system_score_gemma":0.00015400808,"threshold_uncertainty_score":0.9990474},"labels":[],"label_agreement":null},{"id":"W4409340737","doi":"10.56367/oag-046-11064","title":"Paternity leave: Overcoming barriers to uptake","year":2025,"lang":"en","type":"article","venue":"Open Access Government","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Psychology","score_opus":0.09613183515355962,"score_gpt":0.493899932593195,"score_spread":0.39776809743963537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409340737","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46965095,0.00005255284,0.00034375244,0.017905908,0.001467013,0.0020666134,0.0000831499,0.000057550376,0.5083725],"genre_scores_gemma":[0.8785842,0.000059445127,0.000117131305,0.01675214,0.00010979059,0.00070317555,0.000004517769,0.000019841484,0.10364976],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980356,0.00017243347,0.00045031143,0.00038633074,0.00046433567,0.0004909663],"domain_scores_gemma":[0.99896663,0.00017125941,0.0001373146,0.00043248376,0.000055797165,0.00023653576],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066546415,0.00018827962,0.00031862338,0.00003341631,0.0014558755,0.00021852595,0.0014748587,0.0000784436,0.0038692418],"category_scores_gemma":[0.0003904486,0.00016055295,0.000050356994,0.00024637824,0.000023626164,0.0005674733,0.005918538,0.00027700694,0.0002973068],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014352934,0.000035281457,0.71418285,0.00008237847,0.00008894758,0.0000043539826,0.0012529088,0.0000046042264,0.00010890032,0.00522282,0.27154022,0.007333167],"study_design_scores_gemma":[0.0007330747,0.000025987496,0.35690138,0.00027567064,0.000026254802,3.632857e-8,0.0030593006,0.000005501877,0.0003334529,0.0006096333,0.63787115,0.00015856979],"about_ca_topic_score_codex":0.0020711927,"about_ca_topic_score_gemma":0.0014400843,"teacher_disagreement_score":0.40893325,"about_ca_system_score_codex":0.0008479599,"about_ca_system_score_gemma":0.00021804388,"threshold_uncertainty_score":0.9998441},"labels":[],"label_agreement":null},{"id":"W4409358217","doi":"10.1136/jech-2024-223428","title":"Precarious, non-standard and informal employment: a glossary","year":2025,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Glossary; Precarity; Scholarship; Informal sector; Phenomenon; Space (punctuation); Sociology; Political science; Economic growth; Economics; Gender studies","score_opus":0.10097415592602789,"score_gpt":0.4864308222023581,"score_spread":0.38545666627633024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409358217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8529911,0.012292056,0.0028538161,0.109557435,0.0016631837,0.00077296555,0.00003631219,0.000052772,0.01978033],"genre_scores_gemma":[0.9288829,0.013738901,0.0028231416,0.052598163,0.00031372276,0.000028717472,0.000018071309,0.000021368125,0.0015750228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903777,0.0063387235,0.002261585,0.00012760927,0.00013452173,0.00075982744],"domain_scores_gemma":[0.988794,0.008552402,0.0015048552,0.00050327287,0.00037118886,0.00027422563],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017513046,0.00021463221,0.0013695739,0.00031388653,0.003170044,0.0000044530025,0.00039651818,0.00025782702,0.000038995335],"category_scores_gemma":[0.004043787,0.00016393245,0.00014357065,0.00022388101,0.00029931337,0.00020079208,0.0005818161,0.00352738,0.0000067907745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003667328,0.00006833411,0.86241734,0.0004384331,0.00019978192,0.0000015832757,0.00709399,0.0000048480924,0.0000020908533,0.004451819,0.10931197,0.015643077],"study_design_scores_gemma":[0.0015947446,0.0010605643,0.7473291,0.0010895143,0.000041960262,0.000008818895,0.0027559125,0.0000117678455,8.301831e-7,0.008494759,0.23751758,0.00009440604],"about_ca_topic_score_codex":0.00792892,"about_ca_topic_score_gemma":0.009172734,"teacher_disagreement_score":0.12820561,"about_ca_system_score_codex":0.00038600128,"about_ca_system_score_gemma":0.0013676054,"threshold_uncertainty_score":0.99877155},"labels":[],"label_agreement":null},{"id":"W4409358221","doi":"10.1136/jech-2025-223840","title":"Alienation: another contested Marxian construct in epidemiology and public health","year":2025,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; Ontario Tobacco Research Unit; Public Health Ontario","funders":"","keywords":"Construct (python library); Alienation; Public health; Sociology; Epidemiology; Epistemology; Political science; Criminology; Medicine; Philosophy; Computer science; Law; Nursing","score_opus":0.30525174239423297,"score_gpt":0.5240938333733595,"score_spread":0.2188420909791265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409358221","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33356562,0.01751131,0.0029826132,0.6394916,0.0011262607,0.0007433122,0.0000194011,0.000041548712,0.004518301],"genre_scores_gemma":[0.8046235,0.010258727,0.002694008,0.18187147,0.00015556933,0.000027808113,0.000020915257,0.000019115225,0.00032889927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.93887186,0.05491139,0.004420304,0.00026244248,0.00009881859,0.001435167],"domain_scores_gemma":[0.9534656,0.041815475,0.0032902223,0.0005968216,0.00042673273,0.00040515084],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.061931316,0.00026298486,0.0024873007,0.00074432784,0.0018964147,0.0000031403533,0.00044680166,0.0003434459,0.00008163375],"category_scores_gemma":[0.032867353,0.00021000057,0.00013441409,0.00047632263,0.0006987952,0.00017229843,0.00033412562,0.0038112726,0.0000060087195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077568235,0.00012904788,0.8814639,0.00032938737,0.000099725024,0.0000013038361,0.0023310329,0.0000028693441,0.000001102911,0.059494633,0.04086055,0.01520889],"study_design_scores_gemma":[0.002094344,0.0006202283,0.85092765,0.0009101187,0.0000091276215,0.00002295925,0.008308896,0.000033068405,1.0052837e-7,0.032868598,0.10409607,0.000108856286],"about_ca_topic_score_codex":0.018025305,"about_ca_topic_score_gemma":0.03692083,"teacher_disagreement_score":0.47105786,"about_ca_system_score_codex":0.00095221406,"about_ca_system_score_gemma":0.0024565195,"threshold_uncertainty_score":0.999403},"labels":[],"label_agreement":null},{"id":"W4409403136","doi":"10.3389/fpubh.2025.1565750","title":"Social resilience within the carescapes of Asian female migrant aged care workers","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"La Trobe University","keywords":"Workforce; Agency (philosophy); Psychological resilience; Economic growth; Public relations; Business; Sociology; Political science; Psychology; Social psychology; Economics; Social science","score_opus":0.04519024553777592,"score_gpt":0.3920631119364053,"score_spread":0.3468728663986294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409403136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4886502,0.013408291,0.0024099285,0.42179206,0.008239794,0.0042142835,0.000098902776,0.00024274908,0.060943797],"genre_scores_gemma":[0.99415416,0.00012560519,0.0005760518,0.0026249252,0.0001193749,0.00018831987,0.000018341412,0.000014634133,0.002178578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996495,0.0013321566,0.0008006405,0.00030700403,0.00031340652,0.0007517603],"domain_scores_gemma":[0.9989264,0.00015358055,0.00034291824,0.0003167094,0.0001624462,0.000097946395],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018633349,0.00016829322,0.0004908669,0.00028372547,0.0017796841,0.000013804081,0.00043885183,0.00015749366,0.000014583374],"category_scores_gemma":[0.00033884312,0.000121231824,0.000083501276,0.0010209363,0.00028289447,0.00010254312,0.00016649297,0.0007262891,0.0000027467509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030484294,0.000023541841,0.6699412,0.00038305615,0.00003503575,8.287703e-7,0.11545318,0.0000018187862,5.7854055e-7,0.0024623855,0.20299147,0.008676403],"study_design_scores_gemma":[0.0006004418,0.000041539843,0.54172057,0.0002795202,0.000007146146,4.8465157e-8,0.39346296,0.000009736904,0.0000014897724,0.00062153244,0.063164145,0.00009090077],"about_ca_topic_score_codex":0.0029964447,"about_ca_topic_score_gemma":0.0089327665,"teacher_disagreement_score":0.50550395,"about_ca_system_score_codex":0.0005342156,"about_ca_system_score_gemma":0.0022511242,"threshold_uncertainty_score":0.9995199},"labels":[],"label_agreement":null},{"id":"W4409408275","doi":"10.1093/acrefore/9780190632366.013.577","title":"Immigration, Housing, and Health","year":2025,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Global Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Immigration; Business; Political science; Law","score_opus":0.16305305483066104,"score_gpt":0.4951866022071855,"score_spread":0.33213354737652445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409408275","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047261862,0.05414479,0.000119771816,0.23962046,0.0019732388,0.0029606782,0.0012296847,0.00014650254,0.69933224],"genre_scores_gemma":[0.0008472866,0.8218395,0.00026472876,0.0024705913,0.0012340321,0.00037944768,0.0008764152,0.000047414163,0.17204055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98685324,0.004132723,0.0023485052,0.0011224676,0.002133455,0.0034096078],"domain_scores_gemma":[0.99441564,0.0009786561,0.0011674841,0.00092821487,0.0011666706,0.0013433351],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010979746,0.00060328364,0.0018694907,0.0007046736,0.0034709794,0.00006373665,0.00079535804,0.00084884174,0.00021057526],"category_scores_gemma":[0.0015199932,0.0005131117,0.00017325359,0.0021312595,0.0005370622,0.00027001006,0.0014644053,0.003299263,0.000030723495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016416772,0.000111477915,0.070088185,0.0045185834,0.00008957624,0.0000017595067,0.00083978893,1.9475234e-8,7.8899204e-10,0.018741708,0.6290032,0.27658924],"study_design_scores_gemma":[0.0007178705,0.0005685791,0.041101124,0.0027836058,0.000009775176,8.483494e-7,0.0026697286,0.0000026059354,5.066686e-9,0.0034737298,0.9484007,0.00027143952],"about_ca_topic_score_codex":0.03094067,"about_ca_topic_score_gemma":0.028678782,"teacher_disagreement_score":0.7676947,"about_ca_system_score_codex":0.0035614502,"about_ca_system_score_gemma":0.042282313,"threshold_uncertainty_score":0.9997321},"labels":[],"label_agreement":null},{"id":"W4409413670","doi":"10.69622/28263536","title":"Non-standard employment and health : exploring the pathways to health inequality","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Health equity; Economics; Sociology; Demographic economics; Economic growth; Health care; Mathematics","score_opus":0.295955648140988,"score_gpt":0.4773634853541066,"score_spread":0.1814078372131186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409413670","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18331575,0.003695591,0.0073388964,0.76369584,0.007864862,0.012710447,0.0010631696,0.00080316054,0.019512296],"genre_scores_gemma":[0.7370628,0.022916129,0.0032754568,0.19439101,0.0025378705,0.014515158,0.00030972963,0.00017967158,0.024812171],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99504817,0.00085712713,0.0014947208,0.00090046116,0.00054512493,0.0011543893],"domain_scores_gemma":[0.99735206,0.00042318023,0.0005046777,0.0010584319,0.00022542276,0.0004362218],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049822433,0.0005228053,0.0012424216,0.00019507477,0.0030441664,0.000040746163,0.00044332608,0.00017413078,0.000092438066],"category_scores_gemma":[0.00009665539,0.0003426934,0.00013790325,0.00024566328,0.00006197933,0.000060172944,0.0046648784,0.0017113348,0.000039960283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016347045,0.00011558694,0.21568434,0.00673511,0.00034948473,0.0000025695003,0.14902502,0.000039411185,0.0000011270663,0.030119374,0.5123609,0.08540362],"study_design_scores_gemma":[0.0015757692,0.0009128079,0.4977646,0.008335959,0.00005346006,3.722772e-7,0.03716651,0.00002507058,0.000015052838,0.010680095,0.44244704,0.001023293],"about_ca_topic_score_codex":0.01649841,"about_ca_topic_score_gemma":0.011939474,"teacher_disagreement_score":0.5693048,"about_ca_system_score_codex":0.0011143633,"about_ca_system_score_gemma":0.0024154224,"threshold_uncertainty_score":0.9999025},"labels":[],"label_agreement":null},{"id":"W4409413757","doi":"10.69622/28263536.v1","title":"Non-standard employment and health : exploring the pathways to health inequality","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Health equity; Labour economics; Economics; Economic growth; Health care; Mathematics","score_opus":0.295955648140988,"score_gpt":0.4773634853541066,"score_spread":0.1814078372131186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409413757","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18331575,0.003695591,0.0073388964,0.76369584,0.007864862,0.012710447,0.0010631696,0.00080316054,0.019512296],"genre_scores_gemma":[0.7370628,0.022916129,0.0032754568,0.19439101,0.0025378705,0.014515158,0.00030972963,0.00017967158,0.024812171],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99504817,0.00085712713,0.0014947208,0.00090046116,0.00054512493,0.0011543893],"domain_scores_gemma":[0.99735206,0.00042318023,0.0005046777,0.0010584319,0.00022542276,0.0004362218],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049822433,0.0005228053,0.0012424216,0.00019507477,0.0030441664,0.000040746163,0.00044332608,0.00017413078,0.000092438066],"category_scores_gemma":[0.00009665539,0.0003426934,0.00013790325,0.00024566328,0.00006197933,0.000060172944,0.0046648784,0.0017113348,0.000039960283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016347045,0.00011558694,0.21568434,0.00673511,0.00034948473,0.0000025695003,0.14902502,0.000039411185,0.0000011270663,0.030119374,0.5123609,0.08540362],"study_design_scores_gemma":[0.0015757692,0.0009128079,0.4977646,0.008335959,0.00005346006,3.722772e-7,0.03716651,0.00002507058,0.000015052838,0.010680095,0.44244704,0.001023293],"about_ca_topic_score_codex":0.01649841,"about_ca_topic_score_gemma":0.011939474,"teacher_disagreement_score":0.5693048,"about_ca_system_score_codex":0.0011143633,"about_ca_system_score_gemma":0.0024154224,"threshold_uncertainty_score":0.9999025},"labels":[],"label_agreement":null},{"id":"W4409509305","doi":"10.2139/ssrn.5219069","title":"Exposure to Regulation and Income Inequality in Local Labor Markets: Evidence from the U.S. Over the Past Half-Century","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Economic inequality; Inequality; Economics; Labour economics; Demographic economics","score_opus":0.019743341570192276,"score_gpt":0.35138022093402216,"score_spread":0.3316368793638299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409509305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90557057,0.015215208,0.0012979106,0.07694681,0.0003612423,0.00044615244,0.000005582796,0.000016399861,0.00014013995],"genre_scores_gemma":[0.9891552,0.0073607224,0.000008873628,0.0022360403,0.00035673167,0.00004419793,0.0000022039806,0.000009254959,0.00082680746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687845,0.0011633525,0.00045967035,0.00019173526,0.00023916455,0.001067617],"domain_scores_gemma":[0.99811494,0.0013437734,0.00014851047,0.00024713785,0.00010449433,0.00004113095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040663816,0.00013639542,0.00018967714,0.000063987274,0.000994136,0.000026190719,0.00026496156,0.00009417882,0.000054533615],"category_scores_gemma":[0.00042211235,0.000073354844,0.00004009361,0.00036799576,0.00007139245,0.00015770696,0.00022406653,0.0020078665,0.000009707255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023521575,0.00001577186,0.9625538,0.000016047157,0.00006835515,6.310062e-7,0.002526903,0.00000650391,0.000026633912,0.01812014,0.0014885981,0.014941381],"study_design_scores_gemma":[0.000557007,0.00006581655,0.93271166,0.0004988096,0.00002723641,0.000001257064,0.008104984,0.00001625482,0.0000011961628,0.051120374,0.006819559,0.000075872646],"about_ca_topic_score_codex":0.0016950506,"about_ca_topic_score_gemma":0.027016947,"teacher_disagreement_score":0.083584614,"about_ca_system_score_codex":0.0007699267,"about_ca_system_score_gemma":0.0008333581,"threshold_uncertainty_score":0.99073744},"labels":[],"label_agreement":null},{"id":"W4409515639","doi":"10.26522/ssj.v19i1.4162","title":"Social Justice in the Domestic Realm: Time Poverty and Wellbeing during the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Realm; Coronavirus disease 2019 (COVID-19); Pandemic; Poverty; Social justice; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic Justice; Political science; Sociology; Development economics; Economic growth; Economics; Political economy; Virology; Law; Medicine","score_opus":0.10189895410864487,"score_gpt":0.49937932860458667,"score_spread":0.3974803744959418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409515639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6756326,0.01055406,0.00004040055,0.18740214,0.0045135794,0.0030695396,0.000055128094,0.0002894585,0.118443094],"genre_scores_gemma":[0.9534247,0.004190716,0.0000134764,0.030216731,0.00236171,0.0004470958,0.000004570571,0.000024160792,0.009316818],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9966913,0.0013919226,0.0005837639,0.00035161138,0.00029656125,0.00068487105],"domain_scores_gemma":[0.99286485,0.006648092,0.00018320083,0.00016122904,0.00010755932,0.000035042587],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022581422,0.00025071244,0.00049513346,0.00011368442,0.0075679827,0.000018184663,0.0003339741,0.00018214282,0.00001802435],"category_scores_gemma":[0.0038321111,0.00015887218,0.000064428794,0.0007436802,0.0005900886,0.00008406971,0.00069450797,0.0009896755,0.000020793595],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003431976,0.0000934582,0.16866142,0.005585557,0.0003262124,0.00007432086,0.3611314,0.000012143308,0.000047173235,0.029317163,0.43384448,0.0005634879],"study_design_scores_gemma":[0.0035920732,0.00003832309,0.35540602,0.00040065608,0.0016239868,0.0000050768635,0.5037254,0.00002600854,2.839829e-7,0.017176764,0.11757233,0.0004330996],"about_ca_topic_score_codex":0.0003365908,"about_ca_topic_score_gemma":0.0016722915,"teacher_disagreement_score":0.31627214,"about_ca_system_score_codex":0.00065817323,"about_ca_system_score_gemma":0.00020587113,"threshold_uncertainty_score":0.99372405},"labels":[],"label_agreement":null},{"id":"W4409522185","doi":"10.1007/s43678-025-00901-w","title":"CAEP position statement on pregnancy and parental leave: executive summary","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Northwest Territories; Université Laval; University of Manitoba; Queen's University; McMaster University; University of British Columbia; Kingston Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Position statement; Medicine; Executive summary; Statement (logic); Position (finance); Pregnancy; Family medicine; Law; Business","score_opus":0.18549484466624494,"score_gpt":0.4919258630839077,"score_spread":0.30643101841766274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409522185","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008410753,0.95951796,0.000006104363,0.0024480186,0.012170631,0.0009453072,0.00018853127,0.000006485658,0.024708547],"genre_scores_gemma":[0.00003612446,0.9760951,0.00000355606,0.00015510031,0.00122703,0.000058815942,0.00012322732,0.000029181123,0.022271894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651456,0.0005224673,0.0018999316,0.0002455682,0.0002867787,0.0005306724],"domain_scores_gemma":[0.9974251,0.00026867847,0.0011331219,0.00019026219,0.00033902828,0.00064381195],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005715551,0.00039400402,0.0015353301,0.00072257896,0.00067893707,0.0000020672362,0.00021646846,0.00022239317,0.0015988975],"category_scores_gemma":[0.00037282665,0.00026808298,0.00020940114,0.00032750933,0.00009645116,0.00007421995,0.000037408467,0.0009976217,0.00001281163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012072867,0.000015925718,0.001990414,0.01628327,0.00044657546,0.00015630218,0.002049839,6.6264825e-8,6.992841e-8,0.0006810859,0.816415,0.1619494],"study_design_scores_gemma":[0.00034617787,0.00043024967,0.00022554597,0.18523273,0.00082456955,0.0000031480272,0.0009836343,5.532653e-8,2.8623786e-8,0.00017869224,0.81161493,0.00016023376],"about_ca_topic_score_codex":0.0042796773,"about_ca_topic_score_gemma":0.020847932,"teacher_disagreement_score":0.16894947,"about_ca_system_score_codex":0.0007238764,"about_ca_system_score_gemma":0.0028800932,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W4409578397","doi":"10.1016/j.jpubeco.2025.105358","title":"The employment effects of a pandemic wage subsidy","year":2025,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Subsidy; Economics; Wage; Labour economics; Pandemic; Coronavirus disease 2019 (COVID-19); Market economy; Medicine","score_opus":0.04816622999318653,"score_gpt":0.3807771545679984,"score_spread":0.33261092457481184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409578397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737624,0.0022420248,0.00012830927,0.01472862,0.002329292,0.0002785127,0.000002650758,0.000011317182,0.0065168953],"genre_scores_gemma":[0.98942125,0.004482375,0.00003599873,0.0007337397,0.00026752576,0.000019161198,6.781246e-7,0.000010877778,0.005028368],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983509,0.00025921845,0.00093660265,0.00008061046,0.000071416405,0.0003012423],"domain_scores_gemma":[0.99688053,0.0017878114,0.0008284958,0.00019327788,0.00024122327,0.0000686453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018367787,0.0001012239,0.0003499723,0.00014694061,0.00047449095,0.000017663684,0.00031705754,0.000085821965,0.000024349862],"category_scores_gemma":[0.0005363281,0.00006394009,0.00014910688,0.000103548366,0.00007820543,0.00015174007,0.00015151611,0.00039929902,0.00000923843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055591532,0.00007634512,0.90375566,0.00014628771,0.0005321731,0.000002072745,0.0011901914,0.0000041574676,0.000079759644,0.04246294,0.03435962,0.017335169],"study_design_scores_gemma":[0.0031261297,0.00030884525,0.4529997,0.00043699815,0.00014109668,0.0000036049023,0.004064433,0.000028930603,0.00019862303,0.015890297,0.5226392,0.00016213101],"about_ca_topic_score_codex":0.000029244995,"about_ca_topic_score_gemma":0.00033265402,"teacher_disagreement_score":0.48827958,"about_ca_system_score_codex":0.00023044473,"about_ca_system_score_gemma":0.00046347498,"threshold_uncertainty_score":0.36494488},"labels":[],"label_agreement":null},{"id":"W4409658421","doi":"10.31235/osf.io/d2e7u_v1","title":"Insecure People in Insecure Places: The Influence of Regional Unemployment on Workers’ Reactions to the Threat of Job Loss","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job loss; Unemployment; Business; Labour economics; Computer security; Economics; Computer science; Economic growth","score_opus":0.08445468286218795,"score_gpt":0.40585892669560086,"score_spread":0.32140424383341293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409658421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090381,0.00031177944,0.000012136312,0.07594351,0.000637008,0.002611,0.00011004139,0.000043726704,0.011292663],"genre_scores_gemma":[0.990085,0.001075384,0.000033553282,0.0013302915,0.00021087057,0.0009988677,0.000024759252,0.000034060948,0.006207199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967337,0.00055996317,0.0010485495,0.00050834613,0.0006694903,0.00047992732],"domain_scores_gemma":[0.99534315,0.0014376579,0.0009891826,0.0017375865,0.0004097617,0.000082635284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012046542,0.0003977048,0.0007139432,0.000198844,0.0010689618,0.000015916328,0.0012562185,0.0004425847,0.00015721604],"category_scores_gemma":[0.00045583717,0.00020780515,0.00019987187,0.0002687701,0.00028223655,0.000071540475,0.0016879168,0.0018879012,0.000054340544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039169885,0.00018757845,0.85531473,0.00060423947,0.0002195277,0.000002575919,0.05638349,0.0060816524,0.000013961688,0.012591768,0.068076044,0.00013272488],"study_design_scores_gemma":[0.0005724344,0.00014736007,0.94388855,0.004333361,0.000064542546,7.1067416e-7,0.008603189,0.000009890677,0.000011452935,0.006126432,0.03598276,0.0002593463],"about_ca_topic_score_codex":0.026527679,"about_ca_topic_score_gemma":0.14706668,"teacher_disagreement_score":0.12053901,"about_ca_system_score_codex":0.00021296093,"about_ca_system_score_gemma":0.0005578989,"threshold_uncertainty_score":0.9799548},"labels":[],"label_agreement":null},{"id":"W4409778093","doi":"10.1007/s40474-025-00325-2","title":"Poverty and Economic Exclusion: A Critical Disability Studies Perspective","year":2025,"lang":"en","type":"article","venue":"Current Developmental Disorders Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Perspective (graphical); Poverty; Social exclusion; Psychology; Sociology; Economics; Economic growth","score_opus":0.058106013206137834,"score_gpt":0.46199805996763527,"score_spread":0.4038920467614974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409778093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8576387,0.029026974,0.00009020093,0.037180245,0.009680327,0.0019283487,0.000028055923,0.00028765987,0.06413946],"genre_scores_gemma":[0.99505293,0.0027559183,0.00010291097,0.0005657821,0.000080346916,0.0003402839,0.00001542866,0.000014413754,0.0010719904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979467,0.00014340102,0.0006976327,0.0006208848,0.00015477963,0.00043660388],"domain_scores_gemma":[0.99904895,0.00043704791,0.00012074867,0.00018763321,0.00011527778,0.00009032901],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039447943,0.00025486154,0.0004107131,0.000067897454,0.0014577378,0.00001246202,0.0000695117,0.000077924204,0.00019602948],"category_scores_gemma":[0.0007412846,0.00021309289,0.00007410932,0.00012244623,0.0005495666,0.00016527716,0.00075542583,0.0003099376,0.000026277427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003085196,0.0001337164,0.92432374,0.0003544379,0.00013162343,0.000006645316,0.0060748956,1.277645e-7,0.0000032527807,0.01015378,0.050158262,0.008628683],"study_design_scores_gemma":[0.00055561936,0.000028866096,0.7333159,0.00053390954,0.00006407284,0.000006330362,0.053813867,0.0000053953163,0.00000657047,0.08844325,0.12284882,0.0003774028],"about_ca_topic_score_codex":0.00024875,"about_ca_topic_score_gemma":0.0014219978,"teacher_disagreement_score":0.19100782,"about_ca_system_score_codex":0.0012848427,"about_ca_system_score_gemma":0.00032148734,"threshold_uncertainty_score":0.9998422},"labels":[],"label_agreement":null},{"id":"W4409920173","doi":"10.1371/journal.pone.0321927","title":"Provision of employment-related settlement services and relationship with paid employment for immigrants in Canada","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Learning Partnership; University of Northern British Columbia; University of British Columbia","funders":"Michael Smith Health Research BC; WorkSafeBC","keywords":"Immigration; Odds; Service (business); Logistic regression; Demography; Medicine; Percentile; Cohort; Leverage (statistics); Demographic economics; Business; Gerontology; Geography; Economics; Sociology; Marketing; Internal medicine","score_opus":0.04856198206349519,"score_gpt":0.32075348412757776,"score_spread":0.27219150206408255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409920173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922956,0.0005337311,0.000010628423,0.006970692,0.000060638755,0.0024014192,0.00011765716,0.000028301101,0.0006473782],"genre_scores_gemma":[0.9956215,0.0000861817,0.00029519177,0.00047896506,0.000012904864,0.00061707327,0.00007379691,0.000016795744,0.0027976055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841434,0.00012816995,0.00058749056,0.00025208673,0.00028444774,0.0003334561],"domain_scores_gemma":[0.9989223,0.00048962625,0.00019639332,0.00018743218,0.00015436548,0.000049882285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032051886,0.00015128408,0.00035962157,0.00013090177,0.00032957795,0.000003772056,0.00009133599,0.000065832675,0.000030905667],"category_scores_gemma":[0.00004401938,0.00012044145,0.000017604985,0.00024407578,0.000026287647,0.00007109437,0.00009969757,0.00018662604,0.000001739462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019402136,0.00026860335,0.99410963,0.0013595995,0.00024180007,9.849047e-7,0.0019300344,0.0000035799296,0.0001923213,0.00083618733,0.0005780195,0.00028524123],"study_design_scores_gemma":[0.0029890873,0.00022208103,0.9863096,0.0036691695,0.00018568964,3.876127e-8,0.0043739197,0.000113949514,0.0005919837,0.00087273365,0.00051953696,0.00015225046],"about_ca_topic_score_codex":0.47784695,"about_ca_topic_score_gemma":0.9252331,"teacher_disagreement_score":0.44738615,"about_ca_system_score_codex":0.00031012934,"about_ca_system_score_gemma":0.00050935044,"threshold_uncertainty_score":0.5256301},"labels":[],"label_agreement":null},{"id":"W4409982576","doi":"10.3138/jmvfh-2024-0052","title":"Characteristics of Canadian Armed Forces personnel open to alternatives to releasing from service","year":2025,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Business; Service (business); Military personnel; Service personnel; Political science; Marketing; Law","score_opus":0.08819486685696695,"score_gpt":0.4107945335859762,"score_spread":0.3225996667290092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409982576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470749,0.0037949109,0.00008279896,0.04608178,0.0008141808,0.0006297739,0.00022746997,0.000005223455,0.0012889655],"genre_scores_gemma":[0.9391486,0.0053108833,0.0021701346,0.052804384,0.00024870283,0.000010401125,0.0000099958,0.000013723166,0.0002831541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980182,0.00033428858,0.00090953097,0.00017904579,0.00016805361,0.00039085347],"domain_scores_gemma":[0.9983806,0.00034208276,0.00025210698,0.00015453306,0.00034201136,0.0005286434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065959315,0.00014722842,0.00063201267,0.0005988312,0.00063040334,0.000007386603,0.00033650178,0.00005907398,0.000022036344],"category_scores_gemma":[0.00015267846,0.00012258413,0.000050273295,0.00038003328,0.000022839107,0.00014754433,0.00016623872,0.00032619887,0.000005355718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029308305,0.000178054,0.45604596,0.0017431321,0.00060889963,0.0000533846,0.3859739,0.000011934551,0.0019230535,0.00056754483,0.08568793,0.06427541],"study_design_scores_gemma":[0.0009869433,0.0005635732,0.91764903,0.0024621398,0.000025994563,0.0000010424725,0.038060445,0.000020099675,0.000003933643,0.00023841298,0.039879225,0.00010915097],"about_ca_topic_score_codex":0.5002296,"about_ca_topic_score_gemma":0.19467853,"teacher_disagreement_score":0.46160308,"about_ca_system_score_codex":0.00020633495,"about_ca_system_score_gemma":0.0008471642,"threshold_uncertainty_score":0.8200165},"labels":[],"label_agreement":null},{"id":"W4409982645","doi":"10.3138/jmvfh-2024-0049","title":"Well-being among Canadian Armed Forces men and women: The roles of poor work-life balance and organizational support","year":2025,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; Department of National Defence","funders":"","keywords":"Work–life balance; Balance (ability); Work (physics); Psychology; Social psychology; Political science; Engineering","score_opus":0.014722911555595712,"score_gpt":0.31158365365849033,"score_spread":0.29686074210289465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409982645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603485,0.016187444,0.000012497595,0.020900315,0.00022405786,0.00027963088,0.00001766013,0.000005292867,0.0020245858],"genre_scores_gemma":[0.97436196,0.012929683,0.000060279173,0.012094003,0.000109851106,0.000006195174,0.0000038694866,0.000008854623,0.0004252828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984255,0.00025990128,0.0006681803,0.00012801097,0.00016067374,0.0003577713],"domain_scores_gemma":[0.99888176,0.00034789278,0.00021625074,0.00008232448,0.00014833253,0.0003234647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173353,0.00012423373,0.00040379784,0.00017262078,0.0008187245,0.0000049261903,0.00009371952,0.000063903564,0.0000308897],"category_scores_gemma":[0.00009723886,0.000083296225,0.000025869465,0.00016945334,0.00016433276,0.00011135741,0.000058344216,0.00031689028,4.980724e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013676805,0.000014004969,0.94368213,0.00033232252,0.0001022617,0.0000044539133,0.027530694,0.0000018678724,0.000012893493,0.00028092647,0.026311558,0.0015901291],"study_design_scores_gemma":[0.0009989206,0.00025105893,0.95837283,0.00045759144,0.000019647394,0.0000033538008,0.031944577,0.0000361982,6.415476e-7,0.00084510143,0.0069996486,0.0000704162],"about_ca_topic_score_codex":0.0078293355,"about_ca_topic_score_gemma":0.010694212,"teacher_disagreement_score":0.019311909,"about_ca_system_score_codex":0.0001028895,"about_ca_system_score_gemma":0.00075240067,"threshold_uncertainty_score":0.9987776},"labels":[],"label_agreement":null},{"id":"W4410152721","doi":"10.24908/cmj.v24i4.19330","title":"The Role of Civilian Employment in Predicting Organizational Outcomes among Primary Reservists","year":2024,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Demographic economics; Economics","score_opus":0.015332955765554704,"score_gpt":0.31127735943735585,"score_spread":0.29594440367180114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410152721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96648705,0.012533803,0.0000023731304,0.010376282,0.0010560099,0.00030361896,0.00005882649,0.000025454094,0.009156555],"genre_scores_gemma":[0.99623287,0.00057575875,0.000022571889,0.00042025893,0.0003197996,0.000020215379,0.000017347002,0.00002731597,0.0023638566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980997,0.00027915734,0.0006347579,0.00015331375,0.0002878403,0.0005452232],"domain_scores_gemma":[0.9988253,0.0004921233,0.00006136739,0.0001629367,0.00016241586,0.00029585685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011232499,0.00012676553,0.00019724635,0.00026951722,0.0012460692,0.000013988888,0.0002562436,0.0000844781,0.0003698521],"category_scores_gemma":[0.0002736616,0.000087579014,0.00006937386,0.00033210893,0.0000989639,0.00016232756,0.00007679112,0.0007441641,0.000024192123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058694764,0.0000063613247,0.9837243,0.000051513718,0.00007369925,0.000040966734,0.0049862466,0.000010823673,0.000011910039,0.0008010406,0.009346334,0.0009409596],"study_design_scores_gemma":[0.00017771823,0.000025988373,0.9563283,0.0004249291,0.0000137574425,0.000004999984,0.0058607515,0.00008904379,0.0000023726511,0.0035828417,0.033407394,0.000081901126],"about_ca_topic_score_codex":0.08465532,"about_ca_topic_score_gemma":0.7531642,"teacher_disagreement_score":0.6685088,"about_ca_system_score_codex":0.0007706168,"about_ca_system_score_gemma":0.0016275975,"threshold_uncertainty_score":0.95838827},"labels":[],"label_agreement":null},{"id":"W4410152732","doi":"10.24908/cmj.v24i4.19331","title":"The Challenges of Reservist Employment Programs","year":2024,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"U.S. Department of Veterans Affairs","keywords":"Business; Computer science; Political science","score_opus":0.08217550627766593,"score_gpt":0.37952232096537913,"score_spread":0.2973468146877132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410152732","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2338169,0.48953855,0.0000049455784,0.22133584,0.0047737667,0.00078725186,0.000047504607,0.00007512213,0.04962011],"genre_scores_gemma":[0.9667453,0.024495322,0.0000403486,0.00046425674,0.0011744048,0.00007285454,0.000005352206,0.000036022844,0.0069661266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983236,0.0002746667,0.00043468788,0.00013685433,0.00022067474,0.000609512],"domain_scores_gemma":[0.9989418,0.0002537189,0.000040006125,0.00021138799,0.00016484175,0.00038829164],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001209635,0.00011418935,0.00015466238,0.0001319534,0.0017629717,0.000012620942,0.00026846092,0.00007172452,0.00018169584],"category_scores_gemma":[0.00007922856,0.00006994386,0.00010264762,0.00013817346,0.00012639898,0.00008627202,0.00004867957,0.0006560762,0.00008496056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055552435,0.000034789075,0.061206624,0.000622082,0.0006636026,0.00037009697,0.031509344,0.0000030666013,0.000018727224,0.08454923,0.5492973,0.27166963],"study_design_scores_gemma":[0.0001486455,0.00015352925,0.03683586,0.0007118892,0.000026307976,0.000017159167,0.014123332,0.000018102823,0.0000012630278,0.008610363,0.93925375,0.00009981988],"about_ca_topic_score_codex":0.047867674,"about_ca_topic_score_gemma":0.6908905,"teacher_disagreement_score":0.7329284,"about_ca_system_score_codex":0.00031997962,"about_ca_system_score_gemma":0.0010345127,"threshold_uncertainty_score":0.9995366},"labels":[],"label_agreement":null},{"id":"W4410160381","doi":"10.2139/ssrn.5243816","title":"Dreaming of a Brighter Future? The Impact of Economic Vulnerability on University Aspirations","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Vulnerability (computing); Economic impact analysis; Political science; Natural resource economics; Economics; Psychology; Computer science; Computer security","score_opus":0.028485242060437784,"score_gpt":0.354611897416468,"score_spread":0.3261266553560302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410160381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321324,0.0002588669,0.00007314008,0.002795775,0.00022768482,0.00020559492,0.000029200097,0.000008253621,0.0031882233],"genre_scores_gemma":[0.99808663,0.00026282645,0.0000022751763,0.000034801356,0.00021783088,0.0000033549895,0.0000028505858,0.000007055634,0.0013823583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981513,0.00063943473,0.00027281954,0.00009650459,0.00012418958,0.0007157661],"domain_scores_gemma":[0.99922264,0.00020578006,0.00032659402,0.00016298961,0.000055875164,0.00002613352],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018119568,0.00008088352,0.00017537524,0.000078969984,0.0017606389,0.0000017868942,0.00021806541,0.000028534156,0.00047266347],"category_scores_gemma":[0.000017101178,0.000053211377,0.00018229689,0.000101105,0.00005208212,0.00006291169,0.000101500926,0.0017350665,0.0000054650604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006987037,0.0003060396,0.41260675,0.000022299262,0.0010578556,0.0000015353813,0.007980838,0.0021437618,0.0002881613,0.56427276,0.004488267,0.0061330316],"study_design_scores_gemma":[0.0044359597,0.00539024,0.623157,0.000058816506,0.00024427084,0.00004276023,0.10744319,0.0002462204,0.000066464774,0.2366854,0.021789769,0.00043986042],"about_ca_topic_score_codex":0.0011030934,"about_ca_topic_score_gemma":0.0023042033,"teacher_disagreement_score":0.32758737,"about_ca_system_score_codex":0.0022177855,"about_ca_system_score_gemma":0.0022044878,"threshold_uncertainty_score":0.99953896},"labels":[],"label_agreement":null},{"id":"W4410180017","doi":"10.1016/j.ssaho.2025.101532","title":"“We're not worth it”: Canadian parole officers' self-worth contingencies — a valuation for job fitness?","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Valuation (finance); Self worth; Psychology; Social psychology; Economics; Actuarial science; Sociology; Finance; Self-esteem","score_opus":0.22627862389090744,"score_gpt":0.4653297988286819,"score_spread":0.23905117493777447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410180017","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21821941,0.0003664831,0.000032343876,0.055861577,0.0021632744,0.0042229444,0.00018246261,0.0001559269,0.7187956],"genre_scores_gemma":[0.9235947,0.00008702972,0.00012381686,0.009476515,0.00057917717,0.001054948,0.000030006919,0.000014823231,0.06503894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976611,0.00028136896,0.00046426884,0.00039049183,0.00035778992,0.0008449792],"domain_scores_gemma":[0.99869525,0.0005082811,0.00022632748,0.00013209364,0.00037065355,0.00006740981],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019486061,0.00019340249,0.0003619083,0.00018792706,0.013794083,0.00027702664,0.00089785684,0.00013077847,0.0005781783],"category_scores_gemma":[0.0002157041,0.00017357455,0.00009263857,0.0004343331,0.00044646283,0.00052242435,0.0003929274,0.00021125877,0.0000427634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048424132,0.00003845243,0.12242293,0.00020097704,0.00013237007,9.774865e-7,0.19471213,0.0000036682934,0.0000037232971,0.38851982,0.29086256,0.0030539592],"study_design_scores_gemma":[0.0007470962,0.000106033054,0.068501875,0.00019982125,0.00009509759,3.2744623e-8,0.24434997,0.0000446487,0.000004511297,0.011990109,0.67366725,0.0002935683],"about_ca_topic_score_codex":0.16873702,"about_ca_topic_score_gemma":0.9041617,"teacher_disagreement_score":0.7354247,"about_ca_system_score_codex":0.00040945882,"about_ca_system_score_gemma":0.0028865368,"threshold_uncertainty_score":0.9874898},"labels":[],"label_agreement":null},{"id":"W4410194097","doi":"10.2139/ssrn.5242663","title":"Psychometric Validation and Optimal Cut-Point Determination of the Who-5 Well-Being Index for Depression Screening Among Internally Displaced Persons in Northern Nigeria","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Index (typography); Depression (economics); Clinical psychology; Psychiatry; Psychology; Point (geometry); Medicine; Computer science; Mathematics; Economics; World Wide Web","score_opus":0.01777951578815284,"score_gpt":0.3495180568899311,"score_spread":0.33173854110177825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410194097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.887786,0.0008767636,0.10784302,0.00081644097,0.0006762334,0.0013427614,0.000012830468,0.000020034442,0.00062595005],"genre_scores_gemma":[0.9953328,0.0006838846,0.00017124326,0.000040827865,0.00023154734,0.00017581311,0.000017667735,0.000033612574,0.0033126073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99657184,0.0004938292,0.00091106835,0.00039467443,0.00034619146,0.001282393],"domain_scores_gemma":[0.9978628,0.0004010041,0.0011440677,0.00025626167,0.0002817675,0.00005407671],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028360893,0.00030752577,0.00051050365,0.00071102363,0.00082092243,0.000037837744,0.0004340821,0.00036496404,0.000008235885],"category_scores_gemma":[0.00042315962,0.00023068758,0.0002266095,0.00035977876,0.000066142304,0.00018124054,0.0006226142,0.003926839,4.3076972e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029002895,0.000035481786,0.98178315,0.00026358696,0.00014633907,2.2782947e-7,0.004004731,0.00024986087,0.00003307182,0.00025328016,0.00007228488,0.012867969],"study_design_scores_gemma":[0.0049028215,0.00029210298,0.92318493,0.009197973,0.00031623733,0.000012682642,0.012879447,0.009041267,0.00022392136,0.03906119,0.00025177206,0.0006356517],"about_ca_topic_score_codex":0.0004452431,"about_ca_topic_score_gemma":0.019717472,"teacher_disagreement_score":0.107671775,"about_ca_system_score_codex":0.00095277146,"about_ca_system_score_gemma":0.0010555666,"threshold_uncertainty_score":0.9983711},"labels":[],"label_agreement":null},{"id":"W4410224705","doi":"10.1186/s12995-026-00510-y","title":"Systematic Review of Health Challenges Experienced by Indian Women Engaged in Informal Labor","year":2025,"lang":"en","type":"preprint","venue":"Journal of Occupational Medicine and Toxicology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Political science; Business; Psychology; Economics","score_opus":0.12026802243112618,"score_gpt":0.4803879287216796,"score_spread":0.36011990629055346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410224705","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.418608,0.50562614,0.000027907397,0.07026539,0.0016261493,0.0025161346,0.000103788734,0.00001105639,0.0012154023],"genre_scores_gemma":[0.5083243,0.47075984,0.00009299433,0.019339759,0.00037691853,0.00059645483,0.000049260198,0.000011946212,0.00044851322],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99394715,0.0024670092,0.0027791534,0.00014171825,0.0003739801,0.00029099238],"domain_scores_gemma":[0.99401766,0.0023076483,0.0029320712,0.00014665927,0.00048552468,0.00011044714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076673767,0.00019010172,0.0020463094,0.00047123295,0.00022081006,0.0000012063116,0.00020551198,0.00024082785,0.0001419662],"category_scores_gemma":[0.0051758895,0.00012787234,0.00005956796,0.00015565753,0.00012563226,0.00006597117,0.0002111711,0.001665577,6.76431e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020761033,0.00012508998,0.015083612,0.83054376,0.00032072922,0.000010109589,0.14031914,9.3531924e-7,0.000006118389,0.0009424843,0.011516471,0.0009239691],"study_design_scores_gemma":[0.0029877513,0.0018734358,0.10409925,0.80229264,0.0001500203,0.000014463188,0.084405154,0.0000029503312,0.000002497855,0.00075908296,0.0032017585,0.00021099164],"about_ca_topic_score_codex":0.000049682476,"about_ca_topic_score_gemma":0.000068801404,"teacher_disagreement_score":0.08971631,"about_ca_system_score_codex":0.00021623852,"about_ca_system_score_gemma":0.0013622721,"threshold_uncertainty_score":0.7236195},"labels":[],"label_agreement":null},{"id":"W4410247238","doi":"10.1016/j.jvb.2025.104138","title":"Newcomer psychological health profiles: A Latent Transition Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Vocational Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Concordia University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Ministère de la Défense Nationale","keywords":"Psychology; Transition (genetics); Social psychology; Applied psychology; Clinical psychology","score_opus":0.11212795317492866,"score_gpt":0.5168342970235331,"score_spread":0.4047063438486045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410247238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93426794,0.00067796704,0.0049050576,0.057137027,0.0008226737,0.0005294854,0.000029419092,0.000025512276,0.0016048964],"genre_scores_gemma":[0.99370575,0.00015964791,0.00076450297,0.0031861286,0.00020793028,0.00008569667,0.000033910168,0.0000052870782,0.0018511361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981623,0.00028139848,0.000897556,0.00012854855,0.00031649007,0.00021370345],"domain_scores_gemma":[0.9986844,0.00014945862,0.00046784108,0.00011370559,0.0004986151,0.0000859454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007500215,0.000101147925,0.00037086825,0.0004308081,0.0004341707,0.000006787005,0.00012764557,0.0000874517,0.00047336458],"category_scores_gemma":[0.00004390099,0.00007352124,0.0002488733,0.0006687108,0.00004286046,0.00009568637,0.000020380103,0.0004009106,0.000024467985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019318328,0.0011018236,0.92369646,0.00008007475,0.00069752225,0.000010219274,0.0026895818,0.000040991712,0.00030255297,0.005159243,0.056385137,0.009643228],"study_design_scores_gemma":[0.0006864087,0.00016524617,0.9945438,0.00010363143,0.00056083815,0.000002463052,0.00068936904,0.00000623287,0.000006435137,0.00037408457,0.0028010241,0.000060490624],"about_ca_topic_score_codex":0.000055808025,"about_ca_topic_score_gemma":0.000036235724,"teacher_disagreement_score":0.07084733,"about_ca_system_score_codex":0.00019284162,"about_ca_system_score_gemma":0.00025386488,"threshold_uncertainty_score":0.518301},"labels":[],"label_agreement":null},{"id":"W4410247571","doi":"10.3389/forgp.2025.1517251","title":"Mitigating emotional exhaustion and disability claims: the roles of health and well-being climate and supervisor support","year":2025,"lang":"en","type":"article","venue":"Frontiers in Organizational Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université TÉLUQ; HEC Montréal; Université Laval","funders":"","keywords":"Supervisor; Emotional exhaustion; Well-being; Psychology; Emotional well-being; Emotional support; Burnout; Applied psychology; Developmental psychology; Social psychology; Social support; Clinical psychology; Political science; Psychotherapist","score_opus":0.018581668349165675,"score_gpt":0.37268847358999463,"score_spread":0.35410680524082894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410247571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483638,0.0013364517,0.001487124,0.046410486,0.0005791131,0.00041357,0.000021066322,0.000021858285,0.0013665626],"genre_scores_gemma":[0.99352425,0.0015976663,0.001091844,0.0034871523,0.000047975645,0.000018168023,0.000073996256,0.000010575742,0.00014834544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985901,0.00036784192,0.00047877975,0.0002551858,0.00008679755,0.00022129901],"domain_scores_gemma":[0.9994242,0.00023214074,0.00012420869,0.00010183712,0.000081492166,0.0000360936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000757326,0.00009884912,0.0002435122,0.00007764072,0.0006203487,0.00000491496,0.000059755082,0.00009912061,0.00007193418],"category_scores_gemma":[0.0001679618,0.0000794522,0.000010736901,0.00023497452,0.00042201794,0.00005961997,0.00013353057,0.00020082269,0.0000011310423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028495213,0.000033237357,0.9717383,0.00021125983,0.000022600218,1.4586487e-7,0.0048806835,9.670664e-7,0.000015241966,0.013156416,0.008044757,0.0018679259],"study_design_scores_gemma":[0.0006879022,0.000044920118,0.9563682,0.00011771198,0.000009687549,0.0000014751854,0.009924088,0.00006016008,0.0000019355264,0.031643886,0.0010805991,0.000059448463],"about_ca_topic_score_codex":0.000023491813,"about_ca_topic_score_gemma":0.00008706034,"teacher_disagreement_score":0.04516051,"about_ca_system_score_codex":0.000042173953,"about_ca_system_score_gemma":0.00006477353,"threshold_uncertainty_score":0.4771284},"labels":[],"label_agreement":null},{"id":"W4410278042","doi":"10.1016/j.socscimed.2025.118182","title":"Precarious employment in self-employment: A typology and impact on cardiovascular health conditions in Sweden","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Fonds Wetenschappelijk Onderzoek","keywords":"Typology; Self-employment; Sociology; Gerontology; Demographic economics; Medicine; Political science; Economics","score_opus":0.0458792891200896,"score_gpt":0.45853016437481037,"score_spread":0.4126508752547208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410278042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341284,0.0023267048,0.0000075617218,0.03890395,0.0007105873,0.0013734192,0.0000121323665,0.00007782317,0.02245942],"genre_scores_gemma":[0.9955833,0.0004541168,0.000003269833,0.003168702,0.00018542363,0.00020478122,0.0000076096826,0.0000080027385,0.00038477313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736977,0.00045048946,0.0004935706,0.00043304233,0.00045854683,0.0007945792],"domain_scores_gemma":[0.9992371,0.00025250897,0.00010374293,0.0001941752,0.000081789854,0.00013067189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026547648,0.00017632141,0.0006142746,0.0005480694,0.0012887899,0.0000059755644,0.00019651558,0.0001045954,0.00006541322],"category_scores_gemma":[0.00022873182,0.0001290795,0.00006572729,0.0013662591,0.0007197766,0.00009003249,0.00013622465,0.0004484082,0.000008197421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044065604,0.00013545877,0.8851631,0.00007312105,0.0000929824,0.00001083764,0.08472003,0.0000058187957,0.00004137984,0.016649188,0.008142828,0.004921191],"study_design_scores_gemma":[0.0022504104,0.00033561923,0.97840786,0.00044142667,0.000030465038,5.0468987e-7,0.0061189923,0.0000074179493,0.000002447882,0.0036602125,0.008629297,0.000115375085],"about_ca_topic_score_codex":0.015190137,"about_ca_topic_score_gemma":0.0044375714,"teacher_disagreement_score":0.09324473,"about_ca_system_score_codex":0.0012636927,"about_ca_system_score_gemma":0.00086063804,"threshold_uncertainty_score":0.9913678},"labels":[],"label_agreement":null},{"id":"W4410301623","doi":"10.1093/esr/jcaf016","title":"To what extent do disadvantaged neighbourhoods mediate social assistance dependency? Evidence from Sweden","year":2025,"lang":"en","type":"article","venue":"European Sociological Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineering Link (Canada)","funders":"Stockholms Universitet; Riksbankens Jubileumsfond; Vetenskapsrådet","keywords":"Disadvantaged; Dependency (UML); Sociology; Demographic economics; Economic geography; Economic growth; Geography; Economics; Computer science","score_opus":0.1461677597736204,"score_gpt":0.4815588164537002,"score_spread":0.3353910566800798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410301623","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07041472,0.7490928,0.0014433091,0.11506455,0.0025215126,0.0028723816,0.000055831424,0.00046193664,0.058072917],"genre_scores_gemma":[0.42428032,0.52998513,0.0002564672,0.040112603,0.00096239505,0.000261164,0.0000329933,0.00003438799,0.0040745297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99240845,0.00487269,0.0009790306,0.000713897,0.0003583575,0.00066760025],"domain_scores_gemma":[0.9967704,0.0021695558,0.00029852486,0.00041894565,0.00016313295,0.00017945397],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027975638,0.00033666057,0.00088135025,0.000032840897,0.0013685388,0.000046006662,0.0006896749,0.00012550103,0.0018016814],"category_scores_gemma":[0.0035083343,0.0002245226,0.0002863644,0.0002998841,0.00016540349,0.00026300226,0.0009182765,0.0008906677,0.0026452069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020488682,0.00023024724,0.21964796,0.0039062316,0.00038511396,0.00017056426,0.009308744,5.837924e-7,0.00047541788,0.011409354,0.35173094,0.40252995],"study_design_scores_gemma":[0.0004023641,0.0000924842,0.6899581,0.026452329,0.00020282238,1.5579589e-7,0.002020551,3.4105895e-7,0.0000023045534,0.003870129,0.2765938,0.00040458917],"about_ca_topic_score_codex":0.000016772603,"about_ca_topic_score_gemma":0.000019924531,"teacher_disagreement_score":0.47031015,"about_ca_system_score_codex":0.00020644788,"about_ca_system_score_gemma":0.00008272326,"threshold_uncertainty_score":0.9999315},"labels":[],"label_agreement":null},{"id":"W4410412574","doi":"10.1177/00207152251339197","title":"Ideal and aspiring citizens: Indian tech workers organizing in India and the United States in the context of liminal informality","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Liminality; Context (archaeology); Ideal (ethics); Political science; Sociology; Gender studies; Anthropology; Law; Geography; Archaeology","score_opus":0.06097317786547162,"score_gpt":0.432461903325833,"score_spread":0.3714887254603614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410412574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98315835,0.0005968301,0.000044440385,0.01495803,0.00020345711,0.00019708558,0.000005973959,0.0000019842175,0.0008338667],"genre_scores_gemma":[0.9975612,0.00031733146,0.000020338535,0.0020218254,0.00004669738,0.000010106594,0.0000058355463,0.0000019035962,0.000014753626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821967,0.0008085714,0.0006508709,0.000057981622,0.00013083125,0.00013207262],"domain_scores_gemma":[0.99628174,0.0029014712,0.00043556892,0.000038822705,0.00032842942,0.000013966365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016650802,0.00007822589,0.00031251545,0.00031000556,0.00014420523,0.0000078816365,0.00021307975,0.00006893656,0.000009927644],"category_scores_gemma":[0.00023883958,0.000044232176,0.000028385337,0.00015773221,0.00065451756,0.00007914814,0.0001248215,0.0006609828,5.0716994e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006194302,0.000024231475,0.7687479,0.000014907274,0.00016965286,0.0000072657654,0.19126245,0.00000825789,0.000011706873,0.038278677,0.00045955574,0.0003959284],"study_design_scores_gemma":[0.0037069118,0.000082404855,0.74708736,0.00023644052,0.000011851232,0.0000054383568,0.23574084,0.000035964902,0.000012753661,0.012262408,0.00078344566,0.00003419037],"about_ca_topic_score_codex":0.00038614328,"about_ca_topic_score_gemma":0.00039316772,"teacher_disagreement_score":0.04447838,"about_ca_system_score_codex":0.000072490504,"about_ca_system_score_gemma":0.00011567689,"threshold_uncertainty_score":0.28716782},"labels":[],"label_agreement":null},{"id":"W4410501392","doi":"10.1093/sleep/zsaf090.1063","title":"1063 Parents vs. Childcare Workers: Napping Beliefs Across Ages 1 to 5","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université du Québec en Outaouais","funders":"","keywords":"Psychology; Developmental psychology; Medicine","score_opus":0.03564660856185633,"score_gpt":0.4339637811656702,"score_spread":0.3983171726038139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410501392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9047165,0.0016183153,0.00030386596,0.034099784,0.0037522963,0.0014010906,0.00007240809,0.00041128637,0.053624462],"genre_scores_gemma":[0.97201747,0.000085892,0.00011456242,0.0067580556,0.00040122008,0.00029449578,0.00003678183,0.000021987642,0.020269513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829364,0.00012477119,0.00035655656,0.00032877733,0.00018736,0.0007088674],"domain_scores_gemma":[0.9992487,0.00012980691,0.0000737289,0.00032567346,0.0001194574,0.000102657665],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027272885,0.00018134883,0.00027405945,0.000081436636,0.00163012,0.000019122745,0.0002466553,0.00012545876,0.00015675023],"category_scores_gemma":[0.00018182013,0.00015813787,0.00007711667,0.00039547146,0.000037683327,0.00007409917,0.00056439295,0.00034069997,0.00062831055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004125853,0.000034568282,0.89339864,0.00013084254,0.00012460383,0.000003133261,0.013493031,0.000008980007,0.000015196681,0.0005000965,0.0802124,0.012037267],"study_design_scores_gemma":[0.00073955976,0.000042332467,0.72023267,0.0010770333,0.000029619176,7.190627e-8,0.013888798,0.0000033196723,0.000023943265,0.00039578605,0.26337034,0.00019652827],"about_ca_topic_score_codex":0.00045749586,"about_ca_topic_score_gemma":0.0009143309,"teacher_disagreement_score":0.18315794,"about_ca_system_score_codex":0.00011964012,"about_ca_system_score_gemma":0.00003787722,"threshold_uncertainty_score":0.9996696},"labels":[],"label_agreement":null},{"id":"W4410636297","doi":"10.1101/2025.05.22.25328161","title":"“If all of this was about HEALTH, I’d still be working”: Lived Experiences of Covid-19 Vaccine Mandates of Healthcare Workers in British Columbia, Canada","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Family medicine; Political science; Outbreak; Infectious disease (medical specialty); Law; Pathology","score_opus":0.06611197802591294,"score_gpt":0.3890899274341587,"score_spread":0.32297794940824576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410636297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620174,0.013477955,0.000006549261,0.019295694,0.001997259,0.002058924,0.0005854798,0.000048213955,0.0005125365],"genre_scores_gemma":[0.98384905,0.008185016,0.00013012002,0.0031249805,0.00010342062,0.0006093379,0.00016185187,0.000031062264,0.003805192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941279,0.0011742235,0.0024602737,0.00073325663,0.0006829084,0.0008214359],"domain_scores_gemma":[0.99542516,0.0011942179,0.0019330807,0.0006886728,0.00043228126,0.00032660743],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015678487,0.00032086245,0.0019211625,0.00020935973,0.000352156,0.000012809579,0.0007560702,0.0004323145,0.0007600881],"category_scores_gemma":[0.0008331296,0.0004286729,0.00016352872,0.00050724763,0.0001887894,0.000034462282,0.0010635507,0.001141753,4.6602716e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007470482,0.00007959622,0.87180007,0.009848961,0.00014517883,0.00001573801,0.08124583,0.000024723231,0.0000014404851,0.000012453485,0.0358657,0.0008855805],"study_design_scores_gemma":[0.0018663546,0.00021436487,0.71123093,0.016875869,0.00006616892,8.062168e-7,0.19722927,0.000020089312,0.000020503461,0.0003444016,0.071601875,0.00052936916],"about_ca_topic_score_codex":0.995364,"about_ca_topic_score_gemma":0.99847186,"teacher_disagreement_score":0.16056916,"about_ca_system_score_codex":0.00076256425,"about_ca_system_score_gemma":0.0098622665,"threshold_uncertainty_score":0.99981654},"labels":[],"label_agreement":null},{"id":"W4410642049","doi":"10.5622/illinois/9780252046117.003.0003","title":"Steady Workers","year":2024,"lang":"en","type":"book-chapter","venue":"University of Illinois Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.06888909271304562,"score_gpt":0.3095403581447279,"score_spread":0.2406512654316823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410642049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016371164,0.0011911793,0.000023182038,0.00021420009,0.0007416353,0.00061868405,0.00024208633,0.00019479071,0.9966105],"genre_scores_gemma":[0.001107034,0.00036318967,0.00005296994,0.00005996474,0.00022202796,7.965415e-7,0.000032008833,0.00005463963,0.9981074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866915,0.000041719944,0.00030133178,0.00038307116,0.00028893983,0.00031579184],"domain_scores_gemma":[0.9988119,0.00018523804,0.00030707722,0.00038840782,0.0002065741,0.00010080177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014717532,0.00030421553,0.00054003124,0.00016583188,0.00047602697,0.0000041133403,0.00034047355,0.0005452567,0.0006238669],"category_scores_gemma":[0.000005663737,0.00031577484,0.00026116593,0.0000063884054,0.000284899,0.00003070823,0.000592782,0.0009107034,0.00036733955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018252144,0.000012714707,0.0004720688,0.0012803938,0.0011391608,0.00014626599,0.011241234,0.0000024176259,0.000009263242,0.7004348,0.28121755,0.00386161],"study_design_scores_gemma":[0.00036949472,0.000048719397,0.00006665303,0.0015862018,0.0003775631,2.5646298e-7,0.0008462986,0.0000026365065,0.000003953937,0.0056959568,0.9907237,0.0002785101],"about_ca_topic_score_codex":0.0014099565,"about_ca_topic_score_gemma":0.0005722346,"teacher_disagreement_score":0.7095062,"about_ca_system_score_codex":0.00013163431,"about_ca_system_score_gemma":0.0001297626,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W4410758618","doi":"10.1016/j.socscimed.2025.118240","title":"The political economy of occupational health and safety regulation: The contentious path to criminalizing work-related deaths in South Korea","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Criminalization; Politics; Political science; Scholarship; Agency (philosophy); Sociology; Political economy; Criminology; Law","score_opus":0.07859920679700882,"score_gpt":0.4442374883887085,"score_spread":0.3656382815916997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410758618","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38512695,0.000977228,0.00031485755,0.53978354,0.0007064413,0.001263178,0.0000066574016,0.00002880208,0.07179238],"genre_scores_gemma":[0.9919179,0.000009771484,0.0000048358706,0.0075031514,0.00012450012,0.00003394635,0.0000028806282,0.0000024491444,0.00040057086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984748,0.00021029323,0.00047729304,0.00016532525,0.00023295466,0.00043935524],"domain_scores_gemma":[0.9989897,0.0005054896,0.00013267293,0.00009616614,0.00018327877,0.00009266686],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023574994,0.00007082344,0.00019627802,0.00008129092,0.0027922073,0.0000061974033,0.0001600112,0.000039084505,0.000017274127],"category_scores_gemma":[0.0006377531,0.000037937083,0.00001948141,0.000673098,0.0012278962,0.000045865007,0.00010895847,0.00018836951,0.0000013107173],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006159747,0.0000056323806,0.3222543,0.000019399016,0.000005526332,1.2821873e-7,0.054363973,1.2433343e-7,0.0000032777893,0.6195259,0.0012238043,0.0025363313],"study_design_scores_gemma":[0.0006392622,0.000052523304,0.8887742,0.00036724075,0.000010893512,1.0675416e-7,0.074984364,0.000011348372,6.6827266e-7,0.031510595,0.0036067218,0.000042070464],"about_ca_topic_score_codex":0.0004044753,"about_ca_topic_score_gemma":0.0002179389,"teacher_disagreement_score":0.60679096,"about_ca_system_score_codex":0.00021908774,"about_ca_system_score_gemma":0.0006373276,"threshold_uncertainty_score":0.998506},"labels":[],"label_agreement":null},{"id":"W4410892034","doi":"10.1007/s40615-025-02499-2","title":"Land-Based Activities as a Form of Immigrant Health Resiliency During COVID-19","year":2025,"lang":"en","type":"article","venue":"Journal of Racial and Ethnic Health Disparities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Regina; Mount Royal University","funders":"Canada Research Chairs","keywords":"Coronavirus disease 2019 (COVID-19); Immigration; Quality of Life Research; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; Public health; Gerontology; Sociology; Environmental health; Political science; Medicine; Nursing; Virology; Pathology; Law; Outbreak; Disease","score_opus":0.06115155786696489,"score_gpt":0.4669478895414216,"score_spread":0.40579633167445667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410892034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8145761,0.026674692,0.00027428495,0.15648353,0.0008073702,0.0005026311,0.000053195137,0.00003075998,0.00059741957],"genre_scores_gemma":[0.970161,0.013298372,0.00007594132,0.0140785705,0.00026122978,0.000029970726,0.0000043053187,0.0000129723985,0.0020776463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969075,0.00056319166,0.001388029,0.00015853271,0.0003590649,0.0006237282],"domain_scores_gemma":[0.99736,0.00089391,0.001081021,0.00013699349,0.00015262594,0.0003754559],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021370726,0.00018434603,0.0008836944,0.00036158733,0.0016895081,0.000009369199,0.00014381694,0.000121957855,0.000044530323],"category_scores_gemma":[0.0006014745,0.00014197956,0.00014181982,0.00025335856,0.00021573016,0.00019844265,0.00008861682,0.00067337294,0.0000012525894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043797665,0.00045245892,0.76129276,0.035037655,0.00029130245,0.000025257577,0.12615648,0.000029495633,0.0000653844,0.013425243,0.04328702,0.015557204],"study_design_scores_gemma":[0.0069209384,0.0017210942,0.86850095,0.0055503473,0.00006838569,0.000015722091,0.052486207,0.000017507176,0.00007569407,0.018356215,0.045951895,0.00033503328],"about_ca_topic_score_codex":0.010902538,"about_ca_topic_score_gemma":0.010820215,"teacher_disagreement_score":0.15558489,"about_ca_system_score_codex":0.00037582061,"about_ca_system_score_gemma":0.0043556974,"threshold_uncertainty_score":0.9996102},"labels":[],"label_agreement":null},{"id":"W4410954938","doi":"10.7202/1117902ar","title":"Sécurité et bien-être des intervenantes fragilisés, sécurité et bien-être des enfants et des familles vulnérabilisés au Québec compromis","year":2024,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; University of Ottawa; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.050380420935526145,"score_gpt":0.3882278131919144,"score_spread":0.33784739225638827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410954938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75712085,0.15099823,0.001121104,0.027325273,0.0049026343,0.0022769193,0.0031852997,0.0012786037,0.05179106],"genre_scores_gemma":[0.87494254,0.07357281,0.0025396713,0.0027339316,0.0011255495,0.0012483337,0.00068099145,0.00036848176,0.042787667],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98869437,0.00340387,0.0024864916,0.0019380061,0.0009838538,0.0024933915],"domain_scores_gemma":[0.991024,0.0055749505,0.0005955477,0.0011656727,0.0009504959,0.00068932],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0024677406,0.0015817204,0.0016818565,0.0008453035,0.0059377947,0.0006317775,0.001092461,0.000922733,0.0010426828],"category_scores_gemma":[0.0016506397,0.0014373098,0.0009295192,0.0020652888,0.0046653333,0.002643917,0.0011359354,0.002609986,0.0008430086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016350212,0.0014423899,0.33617142,0.00716779,0.0015525258,0.00017812909,0.26163417,0.0003286273,0.0006438421,0.32157338,0.035109587,0.03403466],"study_design_scores_gemma":[0.0035627878,0.0018632323,0.24263497,0.03593591,0.00130988,0.000111989866,0.15991801,0.002375732,0.00075046445,0.109388284,0.4379116,0.004237124],"about_ca_topic_score_codex":0.10990246,"about_ca_topic_score_gemma":0.58262724,"teacher_disagreement_score":0.47272477,"about_ca_system_score_codex":0.00074741174,"about_ca_system_score_gemma":0.0033073674,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W4410957932","doi":"10.1007/s42461-025-01285-2","title":"Prevalence and Predictors of Stress, Anxiety, and Depression-Related Symptoms among Mining Workers in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto; Laurentian University","funders":"","keywords":"Anxiety; Depression (economics); Clinical psychology; Stress (linguistics); Psychiatry; Psychology; Medicine","score_opus":0.022350278467304665,"score_gpt":0.2904240700863361,"score_spread":0.26807379161903144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410957932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588865,0.0008743774,0.0000428475,0.00027086536,0.000548974,0.00042821778,0.0000047559065,0.00003251117,0.0019088212],"genre_scores_gemma":[0.99725276,0.00022392231,0.00009958709,0.00004535975,0.000019720086,0.00013929747,0.000027543912,0.000012025325,0.0021797766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837965,0.00023042438,0.0005955213,0.00031827894,0.00020430099,0.00027182908],"domain_scores_gemma":[0.99910265,0.00034209486,0.00025113064,0.00015560728,0.00008893659,0.000059598297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040324344,0.00017028638,0.0003119007,0.00015177488,0.00033438054,0.000010034654,0.000079712,0.00013145513,0.000059052858],"category_scores_gemma":[0.000202838,0.0001556492,0.000020545356,0.00024191973,0.0000977132,0.00035697056,0.00016958936,0.00024868915,2.9151278e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031345582,0.000014719762,0.9855076,0.00016590775,0.00008560209,0.0000020392488,0.0120754745,0.000098460085,0.00003023954,0.000039358303,0.0007453034,0.0012039462],"study_design_scores_gemma":[0.0006187473,0.000023469533,0.9843707,0.0018160421,0.00008366561,1.4747827e-7,0.012281007,0.00026868196,0.00004480279,0.00008659357,0.00028753135,0.00011862197],"about_ca_topic_score_codex":0.6341376,"about_ca_topic_score_gemma":0.9731937,"teacher_disagreement_score":0.33905613,"about_ca_system_score_codex":0.00016626381,"about_ca_system_score_gemma":0.00051489845,"threshold_uncertainty_score":0.634719},"labels":[],"label_agreement":null},{"id":"W4411020050","doi":"10.61959/dcae5069f","title":"Les conflits travail-famille chez les parents seuls des Forces armées canadiennes","year":2016,"lang":"fr","type":"report","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.1501869504281169,"score_gpt":0.39627569846073735,"score_spread":0.24608874803262046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411020050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47794864,0.032127224,0.00010113284,0.0025049816,0.0050764154,0.0019768311,0.0011331836,0.00034239533,0.4787892],"genre_scores_gemma":[0.33029863,0.051401448,0.000087910106,0.0002097843,0.0019091145,0.0004011045,0.00020765993,0.00016304482,0.61532134],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916902,0.0011507369,0.002216604,0.0013253769,0.00097203493,0.0026450015],"domain_scores_gemma":[0.9939419,0.0017971157,0.0011934456,0.000780151,0.0015056256,0.00078174565],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0018398319,0.0014140288,0.0020725098,0.00038747356,0.0046926937,0.000063485335,0.00072111055,0.0018122696,0.0109896995],"category_scores_gemma":[0.00090278854,0.00096917315,0.00057956134,0.00027600196,0.001860882,0.00028355242,0.0005702763,0.0012448624,0.0006618786],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051057676,0.00013071242,0.6986312,0.0035859118,0.0011358713,0.00005819444,0.014799903,5.564822e-7,0.000050854906,0.004857804,0.057869256,0.21882863],"study_design_scores_gemma":[0.00088293036,0.0002274177,0.30022302,0.0052185897,0.0004246264,0.000017456503,0.027847076,0.0000019152333,0.000082146005,0.0007268291,0.663259,0.0010889677],"about_ca_topic_score_codex":0.39314008,"about_ca_topic_score_gemma":0.6863882,"teacher_disagreement_score":0.6053898,"about_ca_system_score_codex":0.0012070376,"about_ca_system_score_gemma":0.0013463091,"threshold_uncertainty_score":0.999861},"labels":[],"label_agreement":null},{"id":"W4411039794","doi":"10.7748/ns.40.6.10.s6","title":"Impact of the NHS jobs freezes and the squeeze on bank pay","year":2025,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.023937518593725764,"score_gpt":0.4331823861301169,"score_spread":0.4092448675363911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411039794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82436967,0.0009811244,0.00015016101,0.067308255,0.002031407,0.0009929761,0.0001204563,0.0000607102,0.10398526],"genre_scores_gemma":[0.9956736,0.00008932758,0.000015442576,0.00049308845,0.00010419546,0.000020846739,0.0000010338518,0.000009047652,0.003593413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988146,0.00036165703,0.00023750159,0.00013320627,0.00020691093,0.00024611637],"domain_scores_gemma":[0.99877036,0.0006948567,0.00010768684,0.00029433996,0.00011015816,0.000022602195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005133849,0.00011507294,0.00025122784,0.000041042556,0.001149249,0.000009585738,0.00013905596,0.00007116215,0.0000661666],"category_scores_gemma":[0.00027538903,0.000043832017,0.00011392524,0.00016775317,0.00043806934,0.000026990645,0.00005942851,0.0003608913,0.0000025400695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019011201,0.0000564415,0.51679826,0.00009790084,0.0002175731,4.6197525e-7,0.019180909,0.000008645333,0.00007232529,0.080726914,0.34766644,0.033273023],"study_design_scores_gemma":[0.003256112,0.0002260183,0.9349291,0.0022280125,0.00011422545,2.172034e-7,0.0024094586,0.000014336614,0.000110745765,0.030048886,0.026562214,0.00010068062],"about_ca_topic_score_codex":0.00029855483,"about_ca_topic_score_gemma":0.00008780373,"teacher_disagreement_score":0.41813087,"about_ca_system_score_codex":0.00018832524,"about_ca_system_score_gemma":0.00019395324,"threshold_uncertainty_score":0.883921},"labels":[],"label_agreement":null},{"id":"W4411085471","doi":"10.4000/142i8","title":"Quand précarité de statut migratoire et d’emploi s’entrechoquent au fil du temps. Un dispositif méthodologique novateur pour comprendre les trajectoires de bien-être et santé psychologique des travailleur/euses immigrant·es temporaires au Québec","year":2025,"lang":"fr","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art; Philosophy; Political science","score_opus":0.08043012486106978,"score_gpt":0.36911770839803665,"score_spread":0.2886875835369669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411085471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77439946,0.015109185,0.012031016,0.06812426,0.0016757946,0.0048602433,0.003921432,0.0016140371,0.1182646],"genre_scores_gemma":[0.7873818,0.027943417,0.012330457,0.007880732,0.00083092245,0.0008986125,0.00087064883,0.00046706497,0.16139634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9810109,0.009413953,0.003204825,0.002408038,0.0008157487,0.0031465099],"domain_scores_gemma":[0.9837792,0.011752449,0.0014600896,0.001380535,0.00081623584,0.00081149937],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005417233,0.0028235822,0.0032273321,0.0009476048,0.0046630097,0.00019547604,0.0014871969,0.0033644042,0.0015376395],"category_scores_gemma":[0.0018903053,0.0023389587,0.0012549974,0.00042753178,0.0026736709,0.00048368867,0.000932181,0.0046418263,0.00007241706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010557917,0.0010630647,0.7133043,0.0027398237,0.001951502,0.0004994167,0.036037635,0.000041974967,0.0005172632,0.17290148,0.03685318,0.033034615],"study_design_scores_gemma":[0.005145505,0.0017884739,0.7354626,0.014441751,0.0013731689,0.00026192263,0.04646917,0.000053865417,0.0012136088,0.010133546,0.17968646,0.003969947],"about_ca_topic_score_codex":0.55325186,"about_ca_topic_score_gemma":0.9126267,"teacher_disagreement_score":0.3593748,"about_ca_system_score_codex":0.003051285,"about_ca_system_score_gemma":0.0125065725,"threshold_uncertainty_score":0.9993751},"labels":[],"label_agreement":null},{"id":"W4411145076","doi":"10.1007/s10389-025-02498-x","title":"Advancing our understanding of employment as a social determinant of health among people with HIV in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario HIV Treatment Network; Public Health Ontario; University of Toronto; York University; Centre for Addiction and Mental Health","funders":"","keywords":"Human immunodeficiency virus (HIV); Public health; Environmental health; Epidemiology; Medicine; Gerontology; Virology; Nursing","score_opus":0.08224041537658171,"score_gpt":0.3976028894871163,"score_spread":0.3153624741105346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411145076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8945645,0.00030901603,0.0015399761,0.10166148,0.00055595586,0.00052611076,0.000009511546,0.000006486766,0.0008269465],"genre_scores_gemma":[0.99741226,0.00010472703,0.00017823736,0.0014740289,0.00005893773,0.000011248628,0.0000034790658,0.0000148766485,0.0007421991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955297,0.0008519318,0.0020286476,0.00015369059,0.00060477573,0.0008312214],"domain_scores_gemma":[0.9966622,0.00023934875,0.0024024826,0.00013073314,0.0003262361,0.00023899229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047112955,0.0001670634,0.0010862569,0.00046671616,0.0006784501,0.000006621798,0.0001915664,0.00007010346,0.00003530536],"category_scores_gemma":[0.00016859679,0.00012923164,0.000077796794,0.0005200084,0.00003721093,0.00019457194,0.00009267662,0.000769204,2.0210749e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000062110434,0.00011617625,0.95678264,0.0007421275,0.00008399856,0.0000078761295,0.023783578,0.0000075889843,0.0000021495964,0.0016802365,0.015558884,0.0011726088],"study_design_scores_gemma":[0.0019010241,0.0005600671,0.8903116,0.0021557638,0.000012608384,0.0000033607985,0.09922381,0.0000066139137,0.000002293011,0.0003687902,0.0053573097,0.000096767966],"about_ca_topic_score_codex":0.95789486,"about_ca_topic_score_gemma":0.998659,"teacher_disagreement_score":0.102847755,"about_ca_system_score_codex":0.008469318,"about_ca_system_score_gemma":0.041717943,"threshold_uncertainty_score":0.995337},"labels":[],"label_agreement":null},{"id":"W4411182678","doi":"10.2139/ssrn.5287613","title":"Minimum Wages and the Human Capital of the Next Generation","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Human capital; Economics; Labour economics; Capital (architecture); Market economy; Art","score_opus":0.05898685774656181,"score_gpt":0.377330297079984,"score_spread":0.3183434393334222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411182678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536449,0.019057078,0.00010595232,0.021316111,0.0014833136,0.00083467155,0.000013352595,0.000016000284,0.0035286727],"genre_scores_gemma":[0.9659698,0.01449239,0.0000050256776,0.000294159,0.0010556703,0.000060083108,0.00000722091,0.00001263884,0.01810303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997059,0.00086765666,0.00056703005,0.00019113354,0.00024969107,0.0010655134],"domain_scores_gemma":[0.99869376,0.00021826595,0.00058036076,0.00030489895,0.00017784658,0.000024860552],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024961117,0.00019761185,0.00036241816,0.00006646584,0.0020563337,0.000025271464,0.00041350455,0.00020979547,0.000027369048],"category_scores_gemma":[0.00012542047,0.00009881088,0.00019033559,0.00006859747,0.00021646338,0.000047113113,0.00079425547,0.005040929,0.0000022455524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008268875,0.000048562535,0.03711079,0.00027203927,0.0011311484,4.7289492e-7,0.015340706,0.0000206949,0.0005557659,0.9357805,0.005896714,0.0037599201],"study_design_scores_gemma":[0.0031166554,0.000118836695,0.014566476,0.0007082073,0.0005392828,0.0000114716295,0.021163976,0.0000744755,0.000069002715,0.9563944,0.0029469365,0.0002903268],"about_ca_topic_score_codex":0.0006113044,"about_ca_topic_score_gemma":0.006097572,"teacher_disagreement_score":0.022544313,"about_ca_system_score_codex":0.00039030786,"about_ca_system_score_gemma":0.0022609232,"threshold_uncertainty_score":0.99924284},"labels":[],"label_agreement":null},{"id":"W4411292602","doi":"10.2337/db25-1424-p","title":"1424-P: The Impact of Homelessness on Diabetes-Related Chronic Kidney Disease (CKD)—A Propensity Score-Matched Analysis of CKD Risks and Outcomes in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Propensity score matching; Kidney disease; Medicine; Diabetes mellitus; Internal medicine; Gerontology; Endocrinology","score_opus":0.03851247517977963,"score_gpt":0.3432180763701799,"score_spread":0.3047056011904003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411292602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964571,0.0005925649,2.0872278e-7,0.0012410267,0.000181195,0.0008476127,0.00024749918,0.000019191162,0.0004136074],"genre_scores_gemma":[0.99904644,0.00003061208,7.3878755e-7,0.000233843,0.000007919876,0.00010785861,0.00008987565,0.000012852917,0.00046986228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784446,0.00038720455,0.0006782607,0.00030592718,0.00024956858,0.00053456693],"domain_scores_gemma":[0.9980219,0.0008749568,0.00033749244,0.000471723,0.00014312706,0.0001507824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004962507,0.00026255113,0.0011654443,0.0003181874,0.00031946326,0.000007646219,0.00022917421,0.00009554481,0.0002028211],"category_scores_gemma":[0.00042705247,0.0001567559,0.00021033027,0.0009233575,0.00016050001,0.000065322965,0.00021936909,0.00043984185,0.0000011544766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039883773,0.000088159235,0.99477893,0.00024684248,0.0023287775,0.0000011543019,0.00106355,0.00026157685,0.000105081854,0.00008620074,0.000781975,0.000217864],"study_design_scores_gemma":[0.00091840234,0.00007999678,0.9966482,0.00045730156,0.00078631716,1.0035915e-9,0.00024163022,0.00033103238,0.00014208688,0.00021475855,0.00003267152,0.00014761415],"about_ca_topic_score_codex":0.9093378,"about_ca_topic_score_gemma":0.96079683,"teacher_disagreement_score":0.05145902,"about_ca_system_score_codex":0.0007622481,"about_ca_system_score_gemma":0.0020317559,"threshold_uncertainty_score":0.639232},"labels":[],"label_agreement":null},{"id":"W4411324788","doi":"10.53762/14370s52","title":"10.53762/14370s52","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social security; Business; Economic growth; Economics; Market economy","score_opus":0.028369801302148116,"score_gpt":0.3279750184659845,"score_spread":0.29960521716383637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411324788","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037951875,0.00007983952,2.1602135e-7,0.0043887272,0.000009479343,0.00036791136,0.0000127911635,0.00021253084,0.99113333],"genre_scores_gemma":[0.0005174752,0.0000018948379,0.000025392286,0.00057441654,0.00030543812,0.00009206355,0.00001137979,0.00002177609,0.99845016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989816,0.000101102945,0.00021809888,0.00017091319,0.0001359227,0.00039238797],"domain_scores_gemma":[0.9994706,0.00011818653,0.000028430704,0.00021721268,0.00005217093,0.000113378315],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018161738,0.00011195521,0.00017156097,0.000045081884,0.0005199312,0.0000046370906,0.00012803743,0.00007001819,0.99728376],"category_scores_gemma":[0.000038081304,0.000095107,0.000040503877,0.00014069896,0.000021449068,0.000051028226,0.000069843634,0.00016011621,0.99541795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050061033,0.000019922241,0.000042042353,0.000011981813,0.000015987913,0.0000018022611,0.0001982403,0.0000013962076,0.0000074774375,0.000010143228,0.7598504,0.23979054],"study_design_scores_gemma":[0.0002626693,0.00007988914,0.0015974363,0.000046132547,0.000011794686,2.2001548e-7,0.000012283316,0.000004927903,0.000002513209,0.0000232859,0.9978413,0.000117543976],"about_ca_topic_score_codex":0.000071827286,"about_ca_topic_score_gemma":0.0000013640482,"teacher_disagreement_score":0.23967299,"about_ca_system_score_codex":0.000043313583,"about_ca_system_score_gemma":0.00003300314,"threshold_uncertainty_score":0.3998943},"labels":[],"label_agreement":null},{"id":"W4411385120","doi":"10.1111/labr.12293","title":"Immigrant Gaps in Job Quality: Canadian Immigrant Women's Resilience to Automation","year":2025,"lang":"en","type":"article","venue":"Labour","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Immigration, Refugees and Citizenship Canada","keywords":"Immigration; Resilience (materials science); Demographic economics; Quality (philosophy); Business; Labour economics; Political science; Economics","score_opus":0.021545312327481123,"score_gpt":0.384827733365211,"score_spread":0.36328242103772984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411385120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94542426,0.00016215624,0.000028982806,0.04243784,0.0005913996,0.0006261097,0.000045140045,0.00008746254,0.0105966395],"genre_scores_gemma":[0.96144104,0.00004808966,0.000068637295,0.007806745,0.00006302235,0.00038093887,0.000005991311,0.000010054183,0.030175481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979604,0.00033128716,0.0004946748,0.0002716999,0.00017399921,0.00076793676],"domain_scores_gemma":[0.9991512,0.00020102406,0.00006536946,0.0002791003,0.00011094122,0.00019241766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008543526,0.00013574206,0.00027263266,0.00039131733,0.0006104904,0.000012410165,0.00019295323,0.00011089064,0.0002585459],"category_scores_gemma":[0.00039368402,0.0001227,0.000029519812,0.00081211014,0.000024712923,0.00008098814,0.00008756576,0.00028182205,0.00032937122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006338578,0.000029049885,0.8415907,0.00029566532,0.00002624475,0.00001851323,0.04438817,0.000012942877,0.00048455157,0.0960213,0.013694059,0.0033754157],"study_design_scores_gemma":[0.00040963234,0.000023286135,0.86516994,0.00027175382,0.0000029815699,8.598658e-8,0.014366771,0.0000073522046,0.00002053716,0.0024388945,0.117163256,0.00012550846],"about_ca_topic_score_codex":0.65342075,"about_ca_topic_score_gemma":0.9076064,"teacher_disagreement_score":0.25418565,"about_ca_system_score_codex":0.0007082585,"about_ca_system_score_gemma":0.0005105259,"threshold_uncertainty_score":0.50035614},"labels":[],"label_agreement":null},{"id":"W4411454531","doi":"10.14419/2g9fpx44","title":"Social Security Measures and Informal Sector in India: An Overview","year":2025,"lang":"en","type":"article","venue":"International Journal of Accounting and Economics Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Informal sector; Beneficiary; Social security; Government (linguistics); Business; Social sector; Government sector; Public sector; Social protection; Economic growth; Economics; Public economics; Labour economics; Private sector; Finance; Economy; Market economy","score_opus":0.0946552854340136,"score_gpt":0.43735186656856917,"score_spread":0.3426965811345556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411454531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98649067,0.0058533032,0.0000014128872,0.004085256,0.0009034856,0.00006364767,0.000006354101,0.0000057853053,0.0025900737],"genre_scores_gemma":[0.98318726,0.015275586,0.00002165346,0.00093435246,0.0004921777,0.0000041589333,0.0000010174725,0.000004078287,0.00007971198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911755,0.000047933227,0.00053543114,0.000083844956,0.00007452715,0.00014070887],"domain_scores_gemma":[0.9990923,0.00020405168,0.00033063843,0.000027408438,0.0003266956,0.000018935829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008572887,0.00008937805,0.00028191108,0.00021993677,0.00035109,0.000032326552,0.00010897946,0.000056193527,0.000005484764],"category_scores_gemma":[0.00018119953,0.000076644494,0.000033717784,0.000038018472,0.00006789089,0.0004416039,0.00021482969,0.0002637678,7.97375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009536606,0.00002319341,0.95820373,0.0000884038,0.00045638022,0.0000030062051,0.016237352,0.0000029697221,0.0000031247762,0.017307345,0.0011801452,0.0063990066],"study_design_scores_gemma":[0.0013018713,0.000037333855,0.9477288,0.00034047896,0.000031864758,0.000004160025,0.018196212,0.00003221612,0.000004392642,0.015139948,0.017081803,0.00010088923],"about_ca_topic_score_codex":0.00008862277,"about_ca_topic_score_gemma":0.0009246609,"teacher_disagreement_score":0.015901657,"about_ca_system_score_codex":0.00009622749,"about_ca_system_score_gemma":0.00009187513,"threshold_uncertainty_score":0.31254718},"labels":[],"label_agreement":null},{"id":"W4411577374","doi":"10.1108/s1479-354720250000016003","title":"First Fired, Last Hired, and Lower Paid: Re-employment Outcomes Among Displaced Workers With Disabilities, 2007–2021","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Displaced workers; Demographic economics; Labour economics; Psychology; Political science; Economics; Economic growth; Unemployment","score_opus":0.03164119678255694,"score_gpt":0.3230423441710548,"score_spread":0.29140114738849787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411577374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042176363,0.00094866427,0.00005194126,0.011714138,0.001956964,0.0030676932,0.0002754636,0.00032212166,0.97744536],"genre_scores_gemma":[0.009601344,0.0008190517,0.000118714226,0.00092148484,0.00038129895,0.0004952056,0.00016016398,0.000141294,0.98736143],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614614,0.000110063855,0.001076286,0.0010941518,0.0006208353,0.0009525504],"domain_scores_gemma":[0.99609804,0.002039813,0.00040859077,0.0009642647,0.00020022108,0.0002890897],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003971935,0.001030547,0.0014200935,0.00019672174,0.001537665,0.000044305634,0.00029176506,0.0007146982,0.01007012],"category_scores_gemma":[0.00014880364,0.0007036349,0.00024889447,0.00007702561,0.0006502197,0.00016797856,0.00076119136,0.0011025968,0.00023007262],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020832235,0.000042339016,0.6590977,0.00051292253,0.0006257723,0.000014080032,0.001035102,0.0000011661498,1.7991812e-8,0.008915042,0.32918197,0.00036560188],"study_design_scores_gemma":[0.002328774,0.00030666994,0.11515969,0.005320309,0.0005008575,6.13082e-7,0.0050769295,0.0000052700802,1.7748472e-7,0.0013933745,0.86870754,0.0011997839],"about_ca_topic_score_codex":0.0019838682,"about_ca_topic_score_gemma":0.05840457,"teacher_disagreement_score":0.543938,"about_ca_system_score_codex":0.00045667464,"about_ca_system_score_gemma":0.00025117304,"threshold_uncertainty_score":0.9997622},"labels":[],"label_agreement":null},{"id":"W4411583611","doi":"10.1093/oxfordhb/9780197766859.013.0016","title":"Precarious Employment in Labor Law and Policy","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Labour law; Labour economics; Political science; Law; Economics","score_opus":0.035835310583352674,"score_gpt":0.317313928501116,"score_spread":0.28147861791776335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411583611","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028707422,0.00039092885,0.0000044672292,0.0007795237,0.0002241215,0.0010686204,0.00027229812,0.00012533716,0.9968476],"genre_scores_gemma":[0.00088876253,0.0014179839,0.000033402837,0.0010849015,0.00014104634,0.0000074991667,0.000027249984,0.00003190785,0.9963672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985521,0.00009880821,0.00028923262,0.00044077795,0.0001810501,0.0004380742],"domain_scores_gemma":[0.9990487,0.00019776962,0.0001846529,0.00034969236,0.00011008255,0.0001090872],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012073701,0.00034418263,0.0005166189,0.00031193267,0.000642306,0.0000101125115,0.00025268324,0.0005077462,0.000033501034],"category_scores_gemma":[0.000012289763,0.0003688332,0.00008423964,0.000016123015,0.00019475227,0.00005623749,0.001004395,0.00078572525,0.0000016115689],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011417664,0.000009840802,0.00063465256,0.0002715214,0.00013634679,0.00006310079,0.0019876892,2.6767378e-7,9.218868e-7,0.98827434,0.0059744935,0.0025326626],"study_design_scores_gemma":[0.0010650118,0.00005212417,0.00042488967,0.00080090866,0.00010458493,3.337313e-7,0.00016092384,0.0000012771546,0.0000022636136,0.0040412224,0.99306303,0.00028340364],"about_ca_topic_score_codex":0.004974794,"about_ca_topic_score_gemma":0.0066595944,"teacher_disagreement_score":0.98708856,"about_ca_system_score_codex":0.00041756843,"about_ca_system_score_gemma":0.00028991306,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W4411616794","doi":"10.1177/08861099251340703","title":"Who Cares for Communities? Conceptualizing Non-Profit Work as Social Reproduction Through the Case of Food Banks","year":2025,"lang":"en","type":"article","venue":"Affilia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reproduction; Business; Social work; Social reproduction; Work (physics); Public relations; Marketing; Sociology; Economic growth; Economics; Social capital; Political science; Ecology; Engineering; Social science; Biology","score_opus":0.10210958333526356,"score_gpt":0.44225855588081536,"score_spread":0.3401489725455518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411616794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585624,0.0012593844,0.00016553537,0.011757369,0.0017785905,0.0015107369,0.00005348778,0.0000763566,0.024836157],"genre_scores_gemma":[0.98957425,0.000053327225,0.0000659661,0.0009908618,0.00039940636,0.00043459807,0.0000251132,0.000016059937,0.008440409],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9987424,0.00032017377,0.00038343263,0.0001744805,0.0000841321,0.00029536715],"domain_scores_gemma":[0.99833715,0.0007686265,0.00018847063,0.0003940937,0.0002981595,0.000013500548],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045165268,0.00013118844,0.00028091346,0.000033582182,0.0027260967,0.000008251979,0.00016686677,0.0001261622,0.0000752077],"category_scores_gemma":[0.00019628365,0.000097031,0.00009940197,0.00025713057,0.00024945728,0.0000841347,0.00020336772,0.00032610248,0.000008717157],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025017423,0.000038155944,0.020019107,0.0005924055,0.0003416124,0.000004672682,0.2737278,0.000004075757,0.00005820902,0.24028124,0.46011016,0.00457239],"study_design_scores_gemma":[0.0021846935,0.00040509153,0.008830585,0.00089705776,0.00029697773,0.0000038862568,0.7847113,0.000014515052,0.001624887,0.017685248,0.1830049,0.00034088516],"about_ca_topic_score_codex":0.0026816125,"about_ca_topic_score_gemma":0.002482896,"teacher_disagreement_score":0.51098347,"about_ca_system_score_codex":0.00005891519,"about_ca_system_score_gemma":0.000109620414,"threshold_uncertainty_score":0.99857223},"labels":[],"label_agreement":null},{"id":"W4411640757","doi":"10.1002/mdr2.70013","title":"Global, Regional, National, and Local Burden of COVID‐19 With Inequality Analysis Across 920 Locations, 2020–2021","year":2025,"lang":"en","type":"article","venue":"Med Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Inequality; Geography; Regional science; Virology; Medicine; Mathematics; Outbreak","score_opus":0.20347167668894725,"score_gpt":0.5740334861782943,"score_spread":0.370561809489347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411640757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7046001,0.0069998326,0.012773315,0.25384325,0.00014285624,0.0018703184,0.00043288036,0.00007985962,0.019257579],"genre_scores_gemma":[0.98752916,0.00088409963,0.00009654945,0.0005157094,0.00009400304,0.00023037153,0.00010638316,0.0000063747666,0.010537378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962816,0.0012843037,0.00045855434,0.00038101408,0.0010998449,0.00049464346],"domain_scores_gemma":[0.9954821,0.0021513302,0.0001049102,0.000328936,0.0017581334,0.00017459964],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044989823,0.0001162261,0.0003578185,0.00024652807,0.0015753957,0.000017781173,0.00023544027,0.0001305517,0.0003909006],"category_scores_gemma":[0.0019879641,0.00008808253,0.000055844383,0.003371028,0.0007923214,0.00007028358,0.00041829355,0.0004060717,0.000028498984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033912153,0.00011957454,0.74754304,0.000688109,0.0011616386,0.0000070270094,0.0049917754,0.00046439402,0.000013440621,0.020318497,0.22288084,0.0014725486],"study_design_scores_gemma":[0.0026915642,0.00019497341,0.58797604,0.00036173812,0.00023994534,8.717598e-7,0.07915783,0.0011960007,0.000016013557,0.013013234,0.31486398,0.00028784265],"about_ca_topic_score_codex":0.009470057,"about_ca_topic_score_gemma":0.010690851,"teacher_disagreement_score":0.282929,"about_ca_system_score_codex":0.0004439724,"about_ca_system_score_gemma":0.0015391643,"threshold_uncertainty_score":0.9997244},"labels":[],"label_agreement":null},{"id":"W4411643746","doi":"10.1177/19485506251349584","title":"Personal Relative Deprivation, Not Subjective Status, Explains Support for Economic Redistribution","year":2025,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; Memorial University of Newfoundland","funders":"","keywords":"Relative deprivation; Psychology; Redistribution (election); Social psychology; Developmental psychology; Political science","score_opus":0.12250747662952241,"score_gpt":0.48269889588573245,"score_spread":0.36019141925621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411643746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511004,0.000030525545,0.0018432314,0.019386701,0.0005873482,0.0006457495,0.0004903284,0.000058543985,0.025857141],"genre_scores_gemma":[0.9955535,0.00002056144,0.000096296135,0.0021757581,0.00025132456,0.00014513479,0.000041721785,0.000002900276,0.001712816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983739,0.00014750125,0.00027224564,0.00051927834,0.00017561059,0.000511447],"domain_scores_gemma":[0.99909556,0.00044488808,0.00011762253,0.00006791282,0.00018692357,0.00008709796],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001410414,0.0001224233,0.000204012,0.000055124532,0.0039618034,0.00002183319,0.0001309682,0.00014495273,0.00020580088],"category_scores_gemma":[0.00041944024,0.0000989768,0.000064633685,0.00022658196,0.0011432358,0.00024490745,0.00009978522,0.00027126272,0.00001941854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042054444,0.000086410146,0.52815294,0.000049594903,0.000036599304,4.499325e-7,0.018944286,5.8776028e-8,0.0005351172,0.4317511,0.016327525,0.0036953446],"study_design_scores_gemma":[0.00070111576,0.0001324358,0.9497163,0.0000109047805,0.000015133893,1.8057892e-7,0.007194807,0.000030354531,0.000010338364,0.02854101,0.01353014,0.00011725235],"about_ca_topic_score_codex":0.00015665116,"about_ca_topic_score_gemma":0.000109944805,"teacher_disagreement_score":0.42156336,"about_ca_system_score_codex":0.0003386722,"about_ca_system_score_gemma":0.00024372445,"threshold_uncertainty_score":0.9973349},"labels":[],"label_agreement":null},{"id":"W4411656914","doi":"10.51847/adofjr6g1x","title":"10.51847/ADoFjR6g1X","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Collective bargaining; State (computer science); Minimum wage; Wage; Economics; Sociology; Labour economics; Economic system; Mathematics","score_opus":0.027896551557153877,"score_gpt":0.3202228496465185,"score_spread":0.2923262980893646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411656914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004365742,0.000079440644,2.056378e-7,0.004569262,0.000010539457,0.0003797001,0.0000129276605,0.00022362289,0.99035853],"genre_scores_gemma":[0.00056648464,0.0000017479742,0.000026362371,0.0006793303,0.0003131666,0.000092590286,0.0000116537085,0.000022731221,0.99828595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989466,0.00010583191,0.00022522334,0.00017698293,0.00014012006,0.00040524418],"domain_scores_gemma":[0.9994619,0.0001135786,0.000029771989,0.00022326474,0.000053179145,0.00011831748],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018264011,0.0001161805,0.00017814312,0.00004627977,0.0005346444,0.0000049020437,0.00013264656,0.00007129047,0.997102],"category_scores_gemma":[0.000037310296,0.000098956654,0.000041726027,0.00014471512,0.000022328271,0.000053075353,0.00007170511,0.00016576637,0.9954115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059883816,0.000024304369,0.00005149241,0.000014437049,0.000019500816,0.0000022157944,0.00024143547,0.0000018965287,0.000008765223,0.000010596625,0.5098038,0.48976168],"study_design_scores_gemma":[0.0002722834,0.00008383166,0.0017437639,0.00004312752,0.0000119582055,2.4516385e-7,0.000012178406,0.000005038151,0.0000012092033,0.000010867135,0.99769527,0.00012025381],"about_ca_topic_score_codex":0.00008415511,"about_ca_topic_score_gemma":0.0000016005811,"teacher_disagreement_score":0.48964143,"about_ca_system_score_codex":0.000043125,"about_ca_system_score_gemma":0.000032183558,"threshold_uncertainty_score":0.4112107},"labels":[],"label_agreement":null},{"id":"W4411708122","doi":"10.1108/edi-10-2024-0500","title":"Compassion, remote work and vulnerability: the case of employees with disabilities during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Vulnerability (computing); Work (physics); 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Compassion; Political science; Virology; Medicine; Outbreak; Engineering; Computer security","score_opus":0.1253603987096146,"score_gpt":0.4402687970649288,"score_spread":0.31490839835531415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411708122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652339,0.000128465,0.00067990844,0.03303844,0.00031424436,0.00020692738,0.000029257193,0.000028638375,0.0003402147],"genre_scores_gemma":[0.99630183,0.0003199362,0.00003084379,0.0027373203,0.00011100603,0.000001983669,0.0000026779212,0.0000030609326,0.00049132365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979116,0.0010785954,0.0003502644,0.00016740493,0.00033671665,0.00015542515],"domain_scores_gemma":[0.99777013,0.0014378013,0.00021709071,0.00016304228,0.00030225312,0.00010965495],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0022509494,0.00010974048,0.0001781633,0.000072744246,0.020247526,0.000029017387,0.00035827764,0.000060936898,0.000109996945],"category_scores_gemma":[0.0006346299,0.000055867076,0.00004393454,0.0001056133,0.0006131151,0.00022458272,0.009501763,0.00053028075,3.9903028e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005425081,0.000047370926,0.9237316,0.000059803348,0.00010815083,0.000019353509,0.067499414,0.0000099607505,0.0000048594898,0.0060684145,0.00058948866,0.0013190645],"study_design_scores_gemma":[0.002367302,0.00012788716,0.8716447,0.00029913927,0.00008708663,0.00020995132,0.08657783,0.0000610519,0.0000042848465,0.028436048,0.010020087,0.00016462881],"about_ca_topic_score_codex":0.0029039388,"about_ca_topic_score_gemma":0.0026092674,"teacher_disagreement_score":0.05208691,"about_ca_system_score_codex":0.00020997506,"about_ca_system_score_gemma":0.00009551066,"threshold_uncertainty_score":0.9985092},"labels":[],"label_agreement":null},{"id":"W4411735327","doi":"10.1590/1981-7746-ojs3127","title":"Regulação da gestão do trabalho em saúde na pandemia de covid-19: Brasil, Canadá e Portugal","year":2025,"lang":"pt","type":"article","venue":"Trabalho Educação e Saúde","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Humanities; Political science; Virology; Medicine; Art; Outbreak","score_opus":0.07237923965257029,"score_gpt":0.4284827333459051,"score_spread":0.3561034936933348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411735327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66174287,0.021344129,0.0015313335,0.17587669,0.019418085,0.007071681,0.0018297016,0.0017664491,0.10941907],"genre_scores_gemma":[0.8585689,0.0019921912,0.000175127,0.027830204,0.0015589424,0.0005868634,0.0003040325,0.00026830722,0.108715415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865177,0.0023498584,0.002928162,0.0024171919,0.0012977227,0.0044893087],"domain_scores_gemma":[0.9908089,0.0024121897,0.0010572467,0.0022535,0.00042160228,0.0030465454],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0033920298,0.0018822132,0.0024232257,0.0010633686,0.004928982,0.00025848858,0.0017429647,0.0019016811,0.006060802],"category_scores_gemma":[0.0023481974,0.0019074186,0.00093197066,0.0020901195,0.00072464446,0.00047997278,0.00070869125,0.0038323894,0.0005415138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00064131164,0.0010897194,0.25570184,0.002882741,0.0014360348,0.00030062985,0.03632972,0.000041978234,0.00020213761,0.03473335,0.6444859,0.022154616],"study_design_scores_gemma":[0.0077382154,0.00064526225,0.357532,0.0034019507,0.0022046885,0.00009846299,0.07726853,0.00013568185,0.000173643,0.008189646,0.53939855,0.0032133916],"about_ca_topic_score_codex":0.020412013,"about_ca_topic_score_gemma":0.032520942,"teacher_disagreement_score":0.19682607,"about_ca_system_score_codex":0.0043698614,"about_ca_system_score_gemma":0.020415422,"threshold_uncertainty_score":0.9994522},"labels":[],"label_agreement":null},{"id":"W4411753607","doi":"10.1101/2025.06.26.25330387","title":"Predictors of employment attrition in Lebanon during multifaceted crises: The role of chronic diseases – a national cross-sectional study","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; UNICEF","keywords":"Attrition; Cross-sectional study; Demographic economics; Psychology; Environmental health; Political science; Medicine; Economics; Pathology; Dentistry","score_opus":0.058556293469889546,"score_gpt":0.41201465139592247,"score_spread":0.3534583579260329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411753607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926961,0.0017666441,0.0000048442207,0.00021101107,0.0011603847,0.0027193024,0.0008145745,0.00006134098,0.0005658076],"genre_scores_gemma":[0.9969103,0.00019126796,0.0000046823093,0.000016831855,0.0003419519,0.0015122277,0.00012074407,0.00001863201,0.000883373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642396,0.0006925047,0.0012626188,0.00047232636,0.00082789775,0.00032072232],"domain_scores_gemma":[0.99783003,0.00061298156,0.00060293806,0.0003459178,0.00056380767,0.000044319007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081993395,0.00026899375,0.0005184586,0.00035590585,0.00046768348,0.000009520702,0.0003808356,0.00021863914,0.0001619302],"category_scores_gemma":[0.0004495775,0.00020837093,0.0001836682,0.00028261135,0.00015673127,0.00006277267,0.0009981268,0.0007409575,0.000005063937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016927386,0.000859481,0.9932648,0.0009344077,0.00030834996,0.0000010721584,0.003049699,0.00093750947,0.00026612138,0.00007842573,0.00009796173,0.000032878168],"study_design_scores_gemma":[0.0015659024,0.00010084516,0.9949107,0.00067362556,0.000072766285,7.802928e-8,0.0014254606,0.0001281278,0.00023442862,0.00050420954,0.00024646366,0.00013739138],"about_ca_topic_score_codex":0.0013367715,"about_ca_topic_score_gemma":0.0013885385,"teacher_disagreement_score":0.004214199,"about_ca_system_score_codex":0.00059943344,"about_ca_system_score_gemma":0.0007114257,"threshold_uncertainty_score":0.849712},"labels":[],"label_agreement":null},{"id":"W4411922338","doi":"10.7748/ns.40.7.6.s2","title":"NHS pension schemes: what has changed this year and who is affected?","year":2025,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pension; Business; Psychology; Actuarial science; Finance","score_opus":0.05852140822854061,"score_gpt":0.4202965458732492,"score_spread":0.3617751376447086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411922338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72019976,0.017924726,0.0003768939,0.18589464,0.0051149135,0.0016678876,0.00007937992,0.00048885326,0.068252966],"genre_scores_gemma":[0.95424306,0.0048304847,0.00048991723,0.0050622574,0.00045561267,0.00007738132,0.000025370082,0.000056408826,0.03475949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869007,0.00015991862,0.00021965578,0.00029459075,0.0002392934,0.0003964478],"domain_scores_gemma":[0.99929625,0.00015074824,0.00007472775,0.00023191044,0.00018282956,0.00006352287],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003502902,0.00016302141,0.00032243447,0.00012664055,0.0015812886,0.00006753898,0.00007400654,0.00016499327,0.00043622014],"category_scores_gemma":[0.00010867802,0.00013953276,0.00004543729,0.00021898466,0.00017867173,0.00020829793,0.00007730614,0.0003501348,0.000044285047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030222288,0.000043201344,0.03127281,0.00031696045,0.00008165729,0.0000038294497,0.03580477,3.4244866e-8,0.00041076637,0.004753843,0.8658252,0.06118474],"study_design_scores_gemma":[0.0031543653,0.0003038426,0.035630815,0.015954994,0.00017016649,7.145477e-7,0.028219061,0.000022537906,0.0011721064,0.005204194,0.90977603,0.0003911547],"about_ca_topic_score_codex":0.000040287265,"about_ca_topic_score_gemma":0.000051817115,"teacher_disagreement_score":0.23404334,"about_ca_system_score_codex":0.000212586,"about_ca_system_score_gemma":0.00012807011,"threshold_uncertainty_score":0.9997185},"labels":[],"label_agreement":null},{"id":"W4411953181","doi":"10.22201/20075057e.2025.55.25725","title":"Horarios de trabajo en las residencias médicas en México","year":2025,"lang":"es","type":"article","venue":"Investigación en Educación Médica","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028626097557480905,"score_gpt":0.38529534739362503,"score_spread":0.3566692498361441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411953181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62459415,0.0103848325,0.00013451485,0.27919945,0.0060728122,0.0025834378,0.00024067603,0.00081610394,0.07597404],"genre_scores_gemma":[0.87359476,0.005618822,0.0017445396,0.02032596,0.004392976,0.00075437326,0.00010061698,0.0002416394,0.09322629],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870258,0.00542247,0.0021165719,0.001641454,0.0010646797,0.0027290527],"domain_scores_gemma":[0.9905403,0.005550076,0.00063794805,0.0016755942,0.00037195088,0.001224102],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0038318948,0.0013100564,0.0016985846,0.0011776002,0.0025388445,0.00021202666,0.0017384893,0.0019883302,0.0017696918],"category_scores_gemma":[0.0065165428,0.0012937031,0.0005657851,0.0017515398,0.0012343233,0.00051819795,0.0013003005,0.0039446293,0.0019191891],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014877874,0.0006086158,0.438345,0.001686795,0.00082762784,0.0001378206,0.0256978,0.000009510369,0.0009189907,0.11429998,0.41125882,0.006060277],"study_design_scores_gemma":[0.0016033286,0.00030243324,0.46925065,0.003969611,0.0007502021,0.000016582688,0.010731423,0.00003100963,0.00083304377,0.028070506,0.48336414,0.0010770981],"about_ca_topic_score_codex":0.0043971543,"about_ca_topic_score_gemma":0.0008052427,"teacher_disagreement_score":0.2588735,"about_ca_system_score_codex":0.0014954658,"about_ca_system_score_gemma":0.0075985817,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W4412020220","doi":"10.1177/09589287251356978","title":"When caring comes at a cost: Psychological wellbeing of unpaid and paid carers and the role of social expenditure","year":2025,"lang":"en","type":"article","venue":"Journal of European Social Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Labour economics; Economics; Unpaid work; Demographic economics; Sociology; Psychology","score_opus":0.0371275555001233,"score_gpt":0.4082860543883922,"score_spread":0.3711584988882689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412020220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9115584,0.0018667332,0.000005010969,0.017617252,0.00019028907,0.00024128969,0.000015434787,0.000009001463,0.06849663],"genre_scores_gemma":[0.9963435,0.00035562314,0.000017181492,0.00086687336,0.0015294324,0.0000021554629,7.908926e-7,0.000012331393,0.0008721328],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979,0.0010197312,0.0005936616,0.000094200215,0.00017524572,0.00021715634],"domain_scores_gemma":[0.9988266,0.00030388107,0.0006260751,0.00006215078,0.00013755502,0.00004372802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009396914,0.0001143662,0.00045662888,0.00011621869,0.0008707012,0.000007828252,0.00016206775,0.0000736708,0.000018403953],"category_scores_gemma":[0.00022625094,0.00007274091,0.00013432442,0.00010439608,0.00044694726,0.00005252715,0.0003319635,0.00041717247,9.539623e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002061277,0.00015345664,0.366034,0.0004565061,0.0009731549,0.000023012124,0.36780155,0.0000011438126,0.0029565764,0.13705139,0.09181345,0.030674499],"study_design_scores_gemma":[0.005593085,0.00014289995,0.8128117,0.00030537893,0.00020492048,0.000005117416,0.04989168,0.000001631597,0.00006130204,0.008271325,0.1225636,0.00014736706],"about_ca_topic_score_codex":0.00018661788,"about_ca_topic_score_gemma":0.000037593865,"teacher_disagreement_score":0.4467777,"about_ca_system_score_codex":0.00008315566,"about_ca_system_score_gemma":0.00005366671,"threshold_uncertainty_score":0.6696818},"labels":[],"label_agreement":null},{"id":"W4412025100","doi":"10.1016/j.hrmr.2025.101100","title":"Voices of belonging: Integrating immigrant perspectives in workplace inclusion theory","year":2025,"lang":"en","type":"article","venue":"Human Resource Management Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Lakehead University","funders":"","keywords":"Inclusion (mineral); Immigration; Sociology; Psychology; Social psychology; Political science","score_opus":0.032392005235976455,"score_gpt":0.40621881107617724,"score_spread":0.3738268058402008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412025100","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03462753,0.36954963,0.00024395078,0.007907935,0.000080352154,0.0030196374,0.0000021484132,0.00012333482,0.5844455],"genre_scores_gemma":[0.7798265,0.10671565,0.00041429166,0.004892893,0.00011368763,0.0008637703,0.000031360298,0.000051053805,0.10709077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739313,0.0008692258,0.00081210624,0.0003403542,0.00024109981,0.00034406438],"domain_scores_gemma":[0.9988559,0.00035282547,0.0003164915,0.00038065898,0.00006754369,0.000026576856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027157185,0.00020759777,0.000567207,0.00033265474,0.0010760512,0.0000058800756,0.00036803298,0.000054802487,0.0003369459],"category_scores_gemma":[0.000103428385,0.00015885111,0.00012501232,0.00065053825,0.000087697736,0.000050261857,0.00186659,0.00037278378,0.000017661381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048501446,0.00017826718,0.041707564,0.029031975,0.00022298844,0.000012593903,0.030022908,0.0000029314363,0.000016734939,0.82974714,0.02193069,0.04707768],"study_design_scores_gemma":[0.0009583147,0.000055703782,0.043864526,0.1073048,0.00028193192,1.0370791e-7,0.10302419,0.0000051168927,0.0000041775706,0.012006054,0.73220384,0.00029122955],"about_ca_topic_score_codex":0.00016600073,"about_ca_topic_score_gemma":0.00041831748,"teacher_disagreement_score":0.8177411,"about_ca_system_score_codex":0.0001499291,"about_ca_system_score_gemma":0.000014725865,"threshold_uncertainty_score":0.8276224},"labels":[],"label_agreement":null},{"id":"W4412043791","doi":"10.1016/j.healthpol.2025.105395","title":"Mental health as a determinant of work: a scoping review on the impact of mental health on precarious employment","year":2025,"lang":"en","type":"review","venue":"Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; PsycINFO; Endogeneity; EconLit; Precarious work; Psychology; Mental distress; MEDLINE; Anxiety; Medicine; Psychiatry; Work (physics); Political science; Economics","score_opus":0.1879227387826005,"score_gpt":0.6008035876493918,"score_spread":0.41288084886679133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412043791","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023263947,0.8851316,8.66688e-7,0.08706404,0.00065152656,0.024386568,0.0011771815,0.000078417455,0.0014865325],"genre_scores_gemma":[0.0000362139,0.96687466,0.000021268195,0.028873581,0.00037023102,0.0017797212,0.00032109438,0.000118788346,0.0016044624],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98485804,0.006028285,0.005082376,0.00089095434,0.00093324506,0.0022071088],"domain_scores_gemma":[0.9897888,0.0017578009,0.0062543126,0.001433632,0.00013277293,0.0006326945],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0043607885,0.0011323077,0.0069491547,0.00082073425,0.0022401384,0.000009591134,0.0007449499,0.00030727254,0.00018493462],"category_scores_gemma":[0.00054783875,0.00066989684,0.0014333127,0.0016041598,0.0001833706,0.000049418177,0.0006119071,0.0015929219,0.00011503712],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00006161155,0.00029198284,0.0000677067,0.34972194,0.00024507716,6.6247844e-7,0.0047936263,1.6096325e-7,5.852237e-9,0.0011822822,0.14069636,0.50293857],"study_design_scores_gemma":[0.00045175187,0.0024547495,0.00011154351,0.6616162,0.000048666556,0.0000030969059,0.00010933671,1.3866729e-7,6.2494884e-8,0.000024614907,0.3349386,0.0002412688],"about_ca_topic_score_codex":0.04132527,"about_ca_topic_score_gemma":0.0014749218,"teacher_disagreement_score":0.5026973,"about_ca_system_score_codex":0.0073848153,"about_ca_system_score_gemma":0.035300758,"threshold_uncertainty_score":0.9995752},"labels":[],"label_agreement":null},{"id":"W4412044372","doi":"10.1016/j.socscimed.2025.118385","title":"The role of emotional labour in doula practice","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emotional labor; Sociology; Psychology; Labour economics; Medicine; Nursing; Social psychology; Economics","score_opus":0.03273476186866123,"score_gpt":0.46844617463917515,"score_spread":0.43571141277051395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412044372","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40402383,0.0010389048,0.000013839857,0.17779654,0.0010908915,0.00032857564,0.0000022273034,0.000019399093,0.4156858],"genre_scores_gemma":[0.9948032,0.00010646979,0.0000043367436,0.0017120714,0.00030193085,0.000020397785,5.2337265e-7,0.0000016632889,0.003049409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99880415,0.00016238319,0.00025269145,0.00011170675,0.00040208665,0.000266973],"domain_scores_gemma":[0.99871343,0.0007738874,0.00011524811,0.000074972246,0.00029803775,0.000024422392],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027364967,0.00004610414,0.0001205882,0.0000729724,0.0016924731,0.0000024708302,0.00021342572,0.00003634591,0.0000647441],"category_scores_gemma":[0.0026467596,0.000026700138,0.000013434795,0.00097059313,0.0010035995,0.00009753243,0.00009071166,0.0002189051,0.000005406513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025956973,0.000023734043,0.3252475,0.000015463414,0.0000062555946,4.418305e-7,0.024395127,1.1643504e-7,0.00061675225,0.63408786,0.0044853427,0.01109543],"study_design_scores_gemma":[0.0005292629,0.000029590945,0.6274306,0.0001702205,0.000010482529,7.055288e-8,0.0585735,0.0000049743385,0.000024476725,0.042885464,0.2703052,0.000036152986],"about_ca_topic_score_codex":0.0013729788,"about_ca_topic_score_gemma":0.0003910189,"teacher_disagreement_score":0.59120244,"about_ca_system_score_codex":0.00010382799,"about_ca_system_score_gemma":0.00040280094,"threshold_uncertainty_score":0.9996072},"labels":[],"label_agreement":null},{"id":"W4412070277","doi":"10.1136/oemed-2024-epicohabstracts.92","title":"92 Employment trajectories and health: insights from the CONSTANCES Cohort","year":2025,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec","funders":"","keywords":"Cohort; Computer science; Trajectory; Statistics; Mathematics; Physics","score_opus":0.0623147774768836,"score_gpt":0.41281856282238827,"score_spread":0.3505037853455047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412070277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6194568,0.026160216,0.0004888246,0.19425206,0.0025081278,0.0021126014,0.000038706898,0.0003021376,0.15468052],"genre_scores_gemma":[0.96789896,0.0020378907,0.00007408713,0.01677693,0.00017227783,0.00020591677,0.000015128223,0.000007823196,0.012810963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998762,0.00023400135,0.00036417294,0.00023041914,0.00014105205,0.00026833374],"domain_scores_gemma":[0.9987234,0.0008739886,0.00008303686,0.0002045191,0.00006493128,0.000050133163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025180826,0.00013194775,0.00027115698,0.00002943687,0.0017884006,0.000017430324,0.000107813736,0.000059236376,0.00017888352],"category_scores_gemma":[0.00004042211,0.0000715914,0.00002783099,0.00013957615,0.00016448264,0.00007588336,0.00013834047,0.0002202103,0.000022453642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011901491,0.000012716361,0.7702808,0.00002218979,0.0001007281,3.5057946e-7,0.0033905248,5.6459506e-8,0.0000038567023,0.09445276,0.13051684,0.0012072978],"study_design_scores_gemma":[0.0003789828,0.000027820408,0.79539573,0.00015840196,0.00002080823,3.016553e-8,0.00913348,0.0000016050598,0.0000141137225,0.010386224,0.18441133,0.000071496564],"about_ca_topic_score_codex":0.01320142,"about_ca_topic_score_gemma":0.029510576,"teacher_disagreement_score":0.3484422,"about_ca_system_score_codex":0.00007100461,"about_ca_system_score_gemma":0.00022261695,"threshold_uncertainty_score":0.9995111},"labels":[],"label_agreement":null},{"id":"W4412257553","doi":"","title":"Rekruttering og fastholdelse af højtuddannede arbejdsmigranter i Danmark, Norge, Holland, Storbritannien og Canada","year":2011,"lang":"da","type":"report","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.14558780857474088,"score_gpt":0.346827510295796,"score_spread":0.20123970172105513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412257553","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36686635,0.019834358,0.00016658063,0.0048592594,0.0014054182,0.0058812476,0.0030831639,0.00009574017,0.5978079],"genre_scores_gemma":[0.35716996,0.007595848,0.00008639007,0.00006997738,0.00015551838,0.0000015969715,0.00023912903,0.00009977977,0.6345818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9850231,0.0047370647,0.0011846245,0.0018617057,0.004354934,0.0028386035],"domain_scores_gemma":[0.98830014,0.0017548975,0.0020128123,0.0027340034,0.0041265264,0.0010715969],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.007180539,0.001171553,0.0028086996,0.0008192179,0.0091385655,0.000050573257,0.0050424086,0.0010783263,0.41166887],"category_scores_gemma":[0.00048728258,0.0012566296,0.0009594461,0.0018492033,0.0027674886,0.0008510369,0.008062385,0.0034532428,0.03657219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002557737,0.00028479015,0.0010620579,0.0025459416,0.0020242422,0.0025189882,0.018079441,0.000012015025,0.0004765933,0.00003440935,0.96897596,0.0014278075],"study_design_scores_gemma":[0.002780629,0.00056649325,0.049757343,0.0022189012,0.00076261786,0.000032643467,0.05396912,0.000024280456,0.00016062688,0.000005432649,0.8887193,0.0010025649],"about_ca_topic_score_codex":0.7296165,"about_ca_topic_score_gemma":0.8692548,"teacher_disagreement_score":0.37509668,"about_ca_system_score_codex":0.0034550775,"about_ca_system_score_gemma":0.008749966,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W4412393833","doi":"10.1017/jmo.2025.10024","title":"Working where we want: The role of work arrangement fit in work-related and personal wellbeing","year":2025,"lang":"en","type":"article","venue":"Journal of Management & Organization","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Guelph; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Work (physics); Psychology; Personal life; Public relations; Sociology; Social psychology; Political science; Engineering; Mechanical engineering; Law","score_opus":0.015916560978414998,"score_gpt":0.2990663261661421,"score_spread":0.2831497651877271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412393833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160183,0.012799394,0.0010758503,0.05594015,0.0013088693,0.0009899026,6.297064e-7,0.00003318323,0.011833696],"genre_scores_gemma":[0.9923579,0.0043822466,0.00013821862,0.00014919898,0.00007261875,0.0000042877314,0.0000013290786,0.000013271214,0.0028809023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987072,0.00017197538,0.00060939766,0.00010192442,0.00023134328,0.00017819685],"domain_scores_gemma":[0.99918437,0.00012787142,0.00043486137,0.00008533014,0.00014662217,0.00002092686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006600509,0.00010232212,0.00020549062,0.00023472369,0.00033909478,0.000015542713,0.00013754422,0.00005927021,0.00019493801],"category_scores_gemma":[0.000032145388,0.00007297793,0.000031142743,0.0010215824,0.000029725996,0.00008784699,0.00018510563,0.0002895906,0.000005008958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006307705,0.000057180107,0.9458876,0.00017127451,0.00024187236,0.000004748995,0.012439951,0.00008959226,0.00002687266,0.0038104458,0.0053756717,0.031831704],"study_design_scores_gemma":[0.002433416,0.000056880483,0.8874171,0.009144872,0.00036600235,9.3710497e-7,0.048198596,0.00007853289,0.000052182197,0.0061103906,0.045953948,0.000187145],"about_ca_topic_score_codex":0.0000074391905,"about_ca_topic_score_gemma":0.000028842765,"teacher_disagreement_score":0.0763396,"about_ca_system_score_codex":0.00012090513,"about_ca_system_score_gemma":0.00002355207,"threshold_uncertainty_score":0.29759535},"labels":[],"label_agreement":null},{"id":"W4412398493","doi":"10.55016/ojs/jcph.vi.80333","title":"Unionization rates and health in Canadian provinces, 2000 - 2020","year":2025,"lang":"en","type":"article","venue":"Journal of Critical Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Mount Royal University","funders":"","keywords":"Geography; Political science","score_opus":0.06779182513656395,"score_gpt":0.47272105019907085,"score_spread":0.4049292250625069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412398493","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00990375,0.0057027093,0.00028068773,0.9778248,0.00069789705,0.00037468382,0.000018541037,0.0000128347265,0.0051841154],"genre_scores_gemma":[0.9531407,0.001463715,0.00024495085,0.04430772,0.00025380726,0.000009218031,0.00000921965,0.000010086171,0.0005605905],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673176,0.0010237526,0.0010581627,0.00013493537,0.00017609561,0.0008753126],"domain_scores_gemma":[0.9978699,0.0005176395,0.00020258437,0.00008875336,0.00041411255,0.00090698514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005402144,0.0001042487,0.00042921217,0.00046549572,0.0009102141,0.000032121265,0.00011270091,0.000094097886,0.000102449565],"category_scores_gemma":[0.002087516,0.00008584312,0.00002693841,0.00054912263,0.000103709244,0.00031837402,0.000043098804,0.0008198317,0.000004730844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018219629,0.00015389215,0.55975455,0.0011500663,0.00002342264,0.000013195983,0.004391278,0.0000013429569,4.058212e-7,0.16662484,0.24329391,0.02457488],"study_design_scores_gemma":[0.0008626079,0.00029578776,0.47299412,0.0006903082,0.0000041222556,0.0000043799773,0.00366027,0.00008043526,1.6265021e-7,0.007891363,0.51342744,0.00008898096],"about_ca_topic_score_codex":0.1546669,"about_ca_topic_score_gemma":0.4242975,"teacher_disagreement_score":0.94323695,"about_ca_system_score_codex":0.0019143989,"about_ca_system_score_gemma":0.02348811,"threshold_uncertainty_score":0.9820478},"labels":[],"label_agreement":null},{"id":"W4412559876","doi":"10.1093/oxfordhb/9780197750889.013.24","title":"Shaping the Future of Work—Intergenerational Growing Pains and Gains in Canada’s Workplaces","year":2025,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Growing pains; Political science; Sociology; Economic growth; Economics; Engineering; Mechanical engineering","score_opus":0.049247946875694656,"score_gpt":0.28220429029629757,"score_spread":0.2329563434206029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412559876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002673249,0.0010627758,0.00002052182,0.0019079687,0.00054705853,0.00052390154,0.00010578999,0.000019869693,0.99313885],"genre_scores_gemma":[0.0127183,0.0010001314,0.000033542132,0.0004648029,0.0002144289,0.0000030404665,0.000026034444,0.000015589154,0.9855241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989613,0.000115499846,0.00026115836,0.00023368325,0.00018891715,0.00023944168],"domain_scores_gemma":[0.999145,0.00033597086,0.00020307457,0.00018218101,0.00008981858,0.000043960095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692866,0.00020698273,0.0003260079,0.00011062075,0.0006056748,0.0000048246843,0.00023358021,0.00019373906,0.000038333375],"category_scores_gemma":[0.000008009011,0.00017604927,0.000061833736,0.000013857503,0.00008276051,0.000049012455,0.00045484366,0.0006242667,6.185779e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017275225,0.00000459577,0.014862912,0.0003745742,0.000292731,0.000033142736,0.0028311228,0.000018934705,0.0000022113572,0.9208231,0.05354475,0.0070391884],"study_design_scores_gemma":[0.00032970076,0.000007941045,0.0014994348,0.0011186725,0.00006442151,1.2201593e-7,0.002464605,0.000013128381,0.0000017245819,0.00023915524,0.9941077,0.00015339073],"about_ca_topic_score_codex":0.093549654,"about_ca_topic_score_gemma":0.80046856,"teacher_disagreement_score":0.94056296,"about_ca_system_score_codex":0.00039980005,"about_ca_system_score_gemma":0.00096590136,"threshold_uncertainty_score":0.9124865},"labels":[],"label_agreement":null},{"id":"W4412598928","doi":"10.1515/9780776641720-007","title":"CHAPTER 5 COVID-19 in Montreal: Systemic Impact on Precarious Im/migrant Workers and their Organizing Responses","year":2025,"lang":"en","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Migrant workers; Coronavirus disease 2019 (COVID-19); Sociology; Political science; Gender studies; Medicine; Economic growth; Economics; Internal medicine","score_opus":0.04957314139916371,"score_gpt":0.3170310097424446,"score_spread":0.2674578683432809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412598928","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025371572,0.0024968735,0.00004051162,0.00046641295,0.0002669806,0.0020897046,0.0006400541,0.00018653204,0.96844137],"genre_scores_gemma":[0.38442504,0.00042032497,0.000011294104,0.00017258918,0.000040719166,0.0000023719012,0.000018107834,0.00003962038,0.6148699],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822265,0.00023927905,0.00042348594,0.00051596336,0.00020059313,0.00039804334],"domain_scores_gemma":[0.99762934,0.0011196191,0.00047410058,0.000456721,0.00012905145,0.00019116953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039455743,0.00047006895,0.000872055,0.0005055349,0.00066363043,0.00000794297,0.00032160958,0.00051823916,0.00010241192],"category_scores_gemma":[0.0000760394,0.00040737208,0.00018471233,0.000016875489,0.00026584388,0.000043783824,0.00044440266,0.0007532388,0.00000811733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012883943,0.00016538595,0.16840415,0.009720715,0.004902633,0.0012245845,0.40341556,0.00010800029,0.00020795228,0.2505152,0.1282848,0.020167096],"study_design_scores_gemma":[0.0062325383,0.00061741355,0.019592138,0.013881453,0.0005666524,0.000011934252,0.010416568,0.00003210943,0.000022972772,0.0027110092,0.9445343,0.0013808808],"about_ca_topic_score_codex":0.035074268,"about_ca_topic_score_gemma":0.020268813,"teacher_disagreement_score":0.81624955,"about_ca_system_score_codex":0.0005036295,"about_ca_system_score_gemma":0.00037210563,"threshold_uncertainty_score":0.9998378},"labels":[],"label_agreement":null},{"id":"W4412633431","doi":"10.1080/10530789.2025.2538312","title":"“Everybody out there in the real world is one paycheck away from being homeless”: job loss and housing precarity among people experiencing homelessness","year":2025,"lang":"en","type":"article","venue":"Journal of Social Distress and the Homeless","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"University of California, San Francisco; Carolinas HealthCare Foundation; Blue Shield of California Foundation","keywords":"Precarity; Job loss; Working poor; Labour economics; Poverty; Sociology; Psychology; Demographic economics; Criminology; Economics; Economic growth; Unemployment; Gender studies","score_opus":0.02571068331401563,"score_gpt":0.3499326074504473,"score_spread":0.3242219241364317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412633431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896101,0.0020635047,0.000047546942,0.0038346031,0.0005512006,0.00043811317,0.0000563455,0.000016186988,0.0033824127],"genre_scores_gemma":[0.9964067,0.002433682,0.000007197911,0.00023458872,0.00057702675,0.00005522488,0.0000057377547,0.000021889111,0.00025795223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708176,0.0009025672,0.00086434494,0.0002600801,0.0004094952,0.00048175524],"domain_scores_gemma":[0.9977505,0.0011299716,0.00064929074,0.00019840813,0.00020399252,0.00006782006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001336717,0.0002744404,0.0011156088,0.00014388362,0.0020482207,0.00014892603,0.0004145218,0.00017224897,0.000037109858],"category_scores_gemma":[0.00007079029,0.00016146326,0.00016023542,0.0004166718,0.00047999382,0.00029086572,0.00033159673,0.001051441,7.310822e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029108705,0.00007661119,0.74983567,0.00019026625,0.00016545014,0.000011343882,0.23946637,6.420203e-7,0.000013305917,0.0059065972,0.00011199112,0.00393065],"study_design_scores_gemma":[0.0025794555,0.000016223077,0.8136138,0.00075174705,0.0001327279,2.1792816e-7,0.17594749,0.000012306136,0.000016119617,0.0066395886,0.00013740717,0.00015296247],"about_ca_topic_score_codex":0.006183779,"about_ca_topic_score_gemma":0.060440004,"teacher_disagreement_score":0.06377808,"about_ca_system_score_codex":0.00013222903,"about_ca_system_score_gemma":0.000105608524,"threshold_uncertainty_score":0.99925095},"labels":[],"label_agreement":null},{"id":"W4412679395","doi":"10.1080/23297018.2025.2527043","title":"Paid work – a pathway to participation and wellbeing, but not the only one. Commentary on “Addressing barriers to employment for workers with an intellectual disability in Canada: A focus group study” (Christianson-Barker, Morris, Stanton, Cox, Rowley, Schroeder, Mills &amp; Hole, 2025)","year":2025,"lang":"en","type":"article","venue":"Research and Practice in Intellectual and Developmental Disabilities","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus group; Work (physics); Intellectual disability; Disability pension; Supported employment; Focus (optics); Psychology; Sociology; Political science; Gerontology; Public relations; Medicine; Psychiatry","score_opus":0.15006989985062613,"score_gpt":0.43789527477458984,"score_spread":0.2878253749239637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412679395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699777,0.00075744034,0.00011228197,0.023531191,0.00011919906,0.0046920273,0.00011184555,0.000023216435,0.0006751516],"genre_scores_gemma":[0.9934766,0.00036017707,0.0004216439,0.00282887,0.000047394835,0.0021711595,0.000030189405,0.000028346834,0.0006356016],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9942001,0.0023680644,0.0007899374,0.0008341469,0.00076841295,0.0010393155],"domain_scores_gemma":[0.9478832,0.05102464,0.00006863719,0.00027635615,0.00026892216,0.00047824156],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0044028014,0.00036680032,0.00049448875,0.0002436287,0.002056043,0.00016270025,0.00022196918,0.00009221629,0.00016968744],"category_scores_gemma":[0.03596033,0.00026935252,0.000023207851,0.00088356715,0.0007248333,0.00031219854,0.00056007225,0.0008902882,0.0000052042155],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019610127,0.00082854426,0.68420106,0.00027884336,0.00018220495,0.000004679937,0.24140097,0.000013713151,0.000015701333,0.00011665277,0.036461804,0.016885703],"study_design_scores_gemma":[0.0018041328,0.00236569,0.12649639,0.0014877907,0.000028559854,0.0000010613485,0.83694917,0.00003066168,0.000058782232,0.00033827097,0.03003572,0.00040378122],"about_ca_topic_score_codex":0.47728565,"about_ca_topic_score_gemma":0.9369271,"teacher_disagreement_score":0.5955482,"about_ca_system_score_codex":0.0019352937,"about_ca_system_score_gemma":0.0018290384,"threshold_uncertainty_score":0.99997586},"labels":[],"label_agreement":null},{"id":"W4412774929","doi":"10.3389/fpubh.2025.1601463","title":"Employment and the youth mental health crisis in Canada: distinct influences across phases of the school-to-work transition","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Jeunesse de Quebec; Université Laval; Université du Québec en Outaouais; Institut National de Santé Publique du Québec","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Mental health; Young adult; Psychology; School-to-work transition; Life satisfaction; Psychological distress; Job satisfaction; Distress; Mental distress; Gerontology; Medicine; Clinical psychology; Psychiatry; Developmental psychology; Social psychology; Vocational education","score_opus":0.04079272725632331,"score_gpt":0.3694215405361061,"score_spread":0.32862881327978277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412774929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55331206,0.0028704067,0.0005414693,0.43922034,0.001605233,0.0019213195,0.00029934436,0.000016725666,0.0002131003],"genre_scores_gemma":[0.97602814,0.0006872529,0.00011685762,0.022677772,0.000039738334,0.00019606401,0.00002433501,0.000010066301,0.00021979316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99583924,0.0016063128,0.0010147395,0.00031043842,0.0003572709,0.0008720256],"domain_scores_gemma":[0.99894434,0.00019257261,0.00028691062,0.00030859624,0.000064215325,0.00020334963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003347432,0.0001802848,0.00058949436,0.00015035844,0.0012739745,0.000017007458,0.00030678575,0.000056079447,0.000014336792],"category_scores_gemma":[0.00029883857,0.00010966368,0.00004729205,0.0011306235,0.00018200844,0.00010468186,0.00018556211,0.0004971516,4.973228e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011877143,0.000043564083,0.82071465,0.00015417593,0.00003804914,1.1132411e-7,0.04899825,0.0000065343984,4.0038522e-8,0.00027868163,0.12374285,0.0059043244],"study_design_scores_gemma":[0.0022347197,0.000036173315,0.82755154,0.00056555995,0.000006076018,9.037265e-8,0.1245826,0.000014604051,3.1550167e-7,0.00030831373,0.044606395,0.00009362867],"about_ca_topic_score_codex":0.8564966,"about_ca_topic_score_gemma":0.90534157,"teacher_disagreement_score":0.42271605,"about_ca_system_score_codex":0.00182094,"about_ca_system_score_gemma":0.0057916185,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W4412820865","doi":"10.31729/jnma.9165","title":"Mental Health of Nepalese Migrant Workers: A Call for Action in South Korea","year":2025,"lang":"en","type":"article","venue":"Journal of Nepal Medical Association","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Call to action; Migrant workers; Mental health; Action (physics); Environmental health; Socioeconomics; Gerontology; Economic growth; Psychiatry; Advertising","score_opus":0.050760545841451475,"score_gpt":0.4424202535671021,"score_spread":0.3916597077256506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412820865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8962511,0.00073324423,0.0008241172,0.09889849,0.00220552,0.0006487889,0.000028058388,0.0000128157035,0.00039788685],"genre_scores_gemma":[0.9954817,0.00033566955,0.00023800117,0.0018192314,0.00056023494,0.000029538774,0.000011963267,0.000008854962,0.0015147489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974125,0.0003876128,0.0011380577,0.000077347024,0.0006898102,0.0002946961],"domain_scores_gemma":[0.9974889,0.00079640694,0.001264866,0.00005004899,0.00030154423,0.00009819136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00317245,0.00008628645,0.00044287357,0.00020631625,0.0001940864,0.0000032134467,0.00010073646,0.0002336468,0.000038842398],"category_scores_gemma":[0.002105031,0.000066963716,0.00014177771,0.00025175387,0.000020653451,0.00008676447,0.00003489831,0.0005617614,0.0000023864386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004602585,0.00018169126,0.8709517,0.00025262844,0.00016110353,0.0000014073903,0.01312812,0.0000013545168,0.000045888326,0.000119596196,0.099977724,0.01471851],"study_design_scores_gemma":[0.008397138,0.00074037374,0.8956539,0.0033707868,0.00006712639,0.0000010217738,0.018177947,0.00028104533,0.000016247377,0.0011666038,0.072000295,0.00012748226],"about_ca_topic_score_codex":0.00023568499,"about_ca_topic_score_gemma":0.0016942569,"teacher_disagreement_score":0.09923068,"about_ca_system_score_codex":0.0010018297,"about_ca_system_score_gemma":0.00072016474,"threshold_uncertainty_score":0.2730701},"labels":[],"label_agreement":null},{"id":"W4412839710","doi":"10.1007/978-3-031-94759-9_8","title":"Essential Yet Disposable: Health Precarity for Undocumented South Asian Migrant Workers in Greek Agriculture","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Public Health Ontario; University of Toronto","funders":"","keywords":"Precarity; Migrant workers; Agriculture; South asia; Socioeconomics; Geography; Economic growth; Sociology; Ethnology; Gender studies; Economics","score_opus":0.032080313306368596,"score_gpt":0.36773328994592797,"score_spread":0.3356529766395594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412839710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017150896,0.0025739796,0.0006504106,0.04746336,0.003970504,0.010977989,0.0018501811,0.00044900036,0.93189305],"genre_scores_gemma":[0.0019634746,0.00036008735,0.00027387065,0.0017482019,0.00045075186,0.00054300035,0.0013179705,0.00006409322,0.99327856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966039,0.00016133292,0.0011574851,0.0007606728,0.00035410692,0.00096249214],"domain_scores_gemma":[0.9982778,0.00034844026,0.0005594491,0.0004095063,0.00021795962,0.00018688614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044953276,0.0006205307,0.0011523812,0.0002649983,0.0009818192,0.00002106394,0.00029820896,0.0007344024,0.00063978654],"category_scores_gemma":[0.000071042785,0.00045785558,0.00031326647,0.00013545286,0.00008843999,0.000082934246,0.00029968185,0.0012588871,0.00006569669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028930797,0.000065000146,0.02095962,0.001989433,0.00041396488,0.000012083344,0.004459139,8.297966e-7,6.552335e-7,0.037067983,0.9326579,0.0020841013],"study_design_scores_gemma":[0.002807453,0.00017711912,0.004882739,0.005364307,0.00018286647,6.6921956e-7,0.0038428751,0.000005570267,7.575744e-7,0.008879365,0.9731869,0.00066935987],"about_ca_topic_score_codex":0.004401593,"about_ca_topic_score_gemma":0.07054319,"teacher_disagreement_score":0.0661416,"about_ca_system_score_codex":0.0004985104,"about_ca_system_score_gemma":0.00082585687,"threshold_uncertainty_score":0.99978733},"labels":[],"label_agreement":null},{"id":"W4412902656","doi":"10.1037/pst0000597","title":"Is employment status associated with baseline symptoms, engagement, and outcomes in naturalistic psychotherapy? Evaluation in a large community mental health agency.","year":2025,"lang":"en","type":"article","venue":"Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institutes of Health","keywords":"Psychology; Agency (philosophy); Baseline (sea); Mental health; Psychotherapist; Naturalistic observation; Naturalism; Sense of agency; Clinical psychology; Psychiatry; Social psychology","score_opus":0.08561627448139122,"score_gpt":0.4749349900520311,"score_spread":0.3893187155706399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412902656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96099126,0.004564268,0.00023579293,0.028736398,0.0005657403,0.0034262277,0.00023627719,0.00009278671,0.0011512637],"genre_scores_gemma":[0.9561765,0.011988857,0.00012902955,0.02846454,0.00002741216,0.0008457419,0.00026198404,0.00004949774,0.0020564464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939137,0.0037145868,0.0007814983,0.00038238883,0.00042209274,0.00078570883],"domain_scores_gemma":[0.9984359,0.0006621844,0.00028560148,0.0004007588,0.00012812014,0.00008744788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053719,0.0003191389,0.0005724942,0.00041298807,0.0010085476,0.000019186078,0.00016840594,0.00013276188,0.00052728015],"category_scores_gemma":[0.00006020036,0.00025473497,0.00004940983,0.00065202784,0.000060304446,0.00012055923,0.000021252838,0.0010168635,0.000005709519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038310664,0.00096902146,0.9273887,0.00006598893,0.000258487,5.3680765e-7,0.053270333,0.0000011686873,0.000022501794,0.00090949994,0.007742874,0.008987729],"study_design_scores_gemma":[0.013871468,0.00031355012,0.9621779,0.0007853469,0.000016901105,6.974484e-8,0.002445153,0.00020693925,0.000001744111,0.0050141877,0.014933197,0.00023358161],"about_ca_topic_score_codex":0.0029511887,"about_ca_topic_score_gemma":0.0654728,"teacher_disagreement_score":0.06252161,"about_ca_system_score_codex":0.00058760267,"about_ca_system_score_gemma":0.0002777942,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W4412948459","doi":"10.1007/978-3-031-87031-6_12","title":"Conclusion","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on technology and health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine","score_opus":0.04548690061667975,"score_gpt":0.3951778222406498,"score_spread":0.34969092162397003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412948459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007115995,0.013338026,0.00003592866,0.21170223,0.0005537125,0.0011153651,0.00007615427,0.0006108978,0.7724965],"genre_scores_gemma":[0.02109042,0.021516036,0.00012525311,0.02879251,0.00033917296,0.00029044523,0.00002704426,0.00008425581,0.92773485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800557,0.00009249283,0.0005740065,0.0005824162,0.00017302368,0.00057250354],"domain_scores_gemma":[0.9981187,0.00079555647,0.0004008727,0.00048317964,0.000116295436,0.00008540667],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004904068,0.00042717735,0.0009529245,0.0010710951,0.0023243157,0.000003945174,0.00022741656,0.0016223555,0.00068154203],"category_scores_gemma":[0.00028238085,0.000339999,0.000089204106,0.0000901949,0.0002948187,0.000014209003,0.00036065423,0.00191059,0.00015633446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043931766,0.000010840255,0.0005212422,0.0005171506,0.0001076733,0.0000047144567,0.00015734836,3.6263053e-8,0.0000016007087,0.69285125,0.18539526,0.12038895],"study_design_scores_gemma":[0.00020907653,0.00021984268,0.00042754205,0.0026295262,0.000051248066,0.0000011802406,0.000090971225,4.689183e-7,0.00002872497,0.18908112,0.8070145,0.00024578877],"about_ca_topic_score_codex":0.00007130247,"about_ca_topic_score_gemma":0.00051292405,"teacher_disagreement_score":0.6216193,"about_ca_system_score_codex":0.00025214505,"about_ca_system_score_gemma":0.0004747683,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W4412956939","doi":"10.1080/19439342.2025.2540092","title":"Impact of internship programs offered by public employment service on labour market indicators in sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Journal of Development Effectiveness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Internship; Public service; Service (business); Business; Economic growth; Labour economics; Economics; Political science; Public administration; Marketing","score_opus":0.04264731788499928,"score_gpt":0.3800837113659344,"score_spread":0.3374363934809351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412956939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99510723,0.0006599826,0.00008440569,0.0009347588,0.0005207164,0.0011268189,0.0000117694635,0.000022978556,0.0015313141],"genre_scores_gemma":[0.99907285,0.00013758583,0.000045610686,0.00011091595,0.000034025994,0.00017950404,0.000010320585,0.000024461056,0.00038470578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960122,0.0014908386,0.0011917696,0.00023892977,0.00049883866,0.00056739093],"domain_scores_gemma":[0.9973641,0.0010209789,0.00081923744,0.00018023176,0.000472661,0.00014277382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030434944,0.00030560975,0.000801199,0.0012366795,0.00023324779,0.00002298286,0.0004102138,0.00018291462,0.00008914293],"category_scores_gemma":[0.00028239423,0.00022128469,0.00016237074,0.0016141934,0.00004164842,0.00020911104,0.00020073706,0.0007053139,0.000010291342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014645377,0.00092676986,0.9705984,0.0007610678,0.0007600658,0.0000110156425,0.0020282005,0.000002285204,0.0007130325,0.000071920025,0.005269265,0.017393429],"study_design_scores_gemma":[0.0031489062,0.0005250695,0.9800651,0.0036877184,0.000029179631,9.065702e-7,0.0003586988,0.0000012323293,0.0013902521,0.0001501253,0.010460212,0.00018257253],"about_ca_topic_score_codex":0.000092883245,"about_ca_topic_score_gemma":0.00012580557,"teacher_disagreement_score":0.017210856,"about_ca_system_score_codex":0.0013195176,"about_ca_system_score_gemma":0.0011588448,"threshold_uncertainty_score":0.9023728},"labels":[],"label_agreement":null},{"id":"W4412977657","doi":"10.57109/306","title":"Évaluation du stress selon le questionnaire de Karasek, chez les fonctionnaires marocains","year":2025,"lang":"fr","type":"article","venue":"INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN INNOVATION MANAGEMENT & SOCIAL SCIENCES","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.17265047813624326,"score_gpt":0.5204422908386124,"score_spread":0.34779181270236914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412977657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48254138,0.002155934,0.010626518,0.4635799,0.007216391,0.0008100872,0.000017405964,0.000031029165,0.033021364],"genre_scores_gemma":[0.98469824,0.003954714,0.0017440416,0.0007551542,0.0013481234,0.00007115802,0.00001138771,0.000011382108,0.00740582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9940021,0.0017871386,0.0012896494,0.00031743431,0.0019944783,0.0006091889],"domain_scores_gemma":[0.9949753,0.00048124485,0.0006769147,0.000085816435,0.0037399833,0.000040711308],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013749565,0.00017653062,0.00026191724,0.002650018,0.0023081282,0.00018217819,0.0008774244,0.00018286386,0.00011507963],"category_scores_gemma":[0.001611601,0.00017455846,0.00008779811,0.0042339917,0.0013130757,0.001146685,0.0004102552,0.0010162147,0.000009656146],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015924778,0.00040310065,0.18412203,0.00025255422,0.0001949369,0.000040686195,0.0038185145,0.0029465808,0.00019989365,0.49973857,0.01589632,0.29222757],"study_design_scores_gemma":[0.00275325,0.00023635426,0.66087365,0.005553644,0.0000336308,0.0000033855995,0.04597469,0.00089550146,0.00026290756,0.22750197,0.055669244,0.00024177814],"about_ca_topic_score_codex":0.0013775121,"about_ca_topic_score_gemma":0.0013326097,"teacher_disagreement_score":0.50215685,"about_ca_system_score_codex":0.0015231258,"about_ca_system_score_gemma":0.0013588069,"threshold_uncertainty_score":0.9989907},"labels":[],"label_agreement":null},{"id":"W4413001411","doi":"10.70251/hyjr2348.34198204","title":"Who Cares? Unpaid Labor, Human Capital and Inequality In India","year":2025,"lang":"en","type":"article","venue":"American journal of student research.","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage","funders":"University of Oxford","keywords":"Inequality; Labour economics; Human capital; Unpaid work; Economics; Capital (architecture); Gender inequality; Demographic economics; Economic growth; Geography; Mathematics; Work (physics); Engineering","score_opus":0.11862604238650125,"score_gpt":0.550472524595772,"score_spread":0.43184648220927074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413001411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881009,0.0012033437,0.0000030067538,0.0052776663,0.00017397136,0.00031854375,0.0000062051095,0.000008511426,0.004907848],"genre_scores_gemma":[0.9971471,0.0009851054,0.000016715816,0.00048199078,0.00014807981,0.000025069929,0.0000011554154,0.0000102194235,0.0011845776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960686,0.0016971523,0.0007453932,0.00018080555,0.00074237137,0.00056567206],"domain_scores_gemma":[0.99786764,0.0008646005,0.00029161037,0.00017955732,0.0006532902,0.00014330356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038237444,0.00012406048,0.0005136279,0.0006677963,0.0006764843,0.000025305299,0.00034483484,0.00004692703,0.000049501912],"category_scores_gemma":[0.00032149287,0.000095886484,0.000050591174,0.0008938078,0.00057166314,0.00012471482,0.00053649687,0.0014222097,0.000006703685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007439644,0.000110627385,0.96511394,0.000061052764,0.00008942594,0.000050278824,0.018258968,2.52577e-7,0.00010316915,0.009530854,0.004225372,0.002381661],"study_design_scores_gemma":[0.0009329844,0.0005930699,0.9123612,0.00042393783,0.000010150651,6.9913415e-7,0.08070434,1.7563721e-7,0.000012759508,0.0017001322,0.0031884632,0.00007208177],"about_ca_topic_score_codex":0.0019085708,"about_ca_topic_score_gemma":0.000994747,"teacher_disagreement_score":0.062445365,"about_ca_system_score_codex":0.00029048053,"about_ca_system_score_gemma":0.00031875406,"threshold_uncertainty_score":0.61788726},"labels":[],"label_agreement":null},{"id":"W4413106194","doi":"10.1016/j.socscimed.2025.118482","title":"Parental employment quality during childhood and mental health in adolescence: a 10-year longitudinal study","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; Hamilton Health Sciences; Children's Hospital of Western Ontario; Children’s Health Research Institute; Western University; Institute for Work & Health; McMaster Children's Hospital; McMaster University; Public Health Ontario","funders":"","keywords":"Mental health; Longitudinal study; Psychology; Developmental psychology; Quality (philosophy); Medicine; Psychiatry","score_opus":0.061547439209593366,"score_gpt":0.47914575039168045,"score_spread":0.41759831118208707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413106194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668855,0.00035251176,0.0000022009747,0.02705593,0.0005884769,0.0012925478,0.000009245742,0.000053396576,0.0037602005],"genre_scores_gemma":[0.99803454,0.000092907394,0.0000026390467,0.00076604733,0.00026364028,0.000069771886,0.000004719542,0.000006004128,0.0007597567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997216,0.00035231898,0.00062433525,0.0004957066,0.0006137439,0.00069791527],"domain_scores_gemma":[0.9994046,0.00006660321,0.00017025738,0.00013873226,0.00007827178,0.00014155402],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027938075,0.00016760139,0.00045473926,0.00022689164,0.003253225,0.000010032626,0.00022802436,0.00004643572,0.0001497664],"category_scores_gemma":[0.00021763424,0.00013085289,0.000025752433,0.0009866961,0.00083142216,0.0001395066,0.00033452106,0.0003629362,0.0000065749855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051456325,0.0002473156,0.92068297,0.000055211232,0.000010708599,0.0000013253308,0.0748161,1.6837511e-8,0.000049529135,0.0009549054,0.0018191866,0.001311246],"study_design_scores_gemma":[0.0028012348,0.00018805932,0.92273074,0.0003866448,0.00000696722,1.8341198e-7,0.07324483,3.533225e-7,0.0000019028763,0.0002548228,0.00028940185,0.00009482724],"about_ca_topic_score_codex":0.002895596,"about_ca_topic_score_gemma":0.0027408013,"teacher_disagreement_score":0.031149026,"about_ca_system_score_codex":0.00061945006,"about_ca_system_score_gemma":0.0004209947,"threshold_uncertainty_score":0.99804443},"labels":[],"label_agreement":null},{"id":"W4413126537","doi":"10.4018/979-8-3693-1099-1.ch004","title":"A Career of Precarious Subservience and Silencing Within the Academy Across Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","score_opus":0.04665521463216266,"score_gpt":0.3829187598241882,"score_spread":0.33626354519202556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413126537","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07367497,0.42635885,0.0000016553496,0.046442818,0.023335056,0.004468969,0.00018051485,0.00009490127,0.42544228],"genre_scores_gemma":[0.031418636,0.009434133,0.00017673757,0.0035344702,0.00011760543,0.00040035517,0.000040932973,0.000020243187,0.9548569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981836,0.00009333223,0.0007401413,0.00036001526,0.00034326172,0.00027965973],"domain_scores_gemma":[0.99869895,0.00044800312,0.00047257903,0.00013611541,0.00018199938,0.000062326566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003436825,0.00029952626,0.0003953409,0.000049100534,0.00096784206,0.000007623754,0.00019020122,0.00023279058,0.000204242],"category_scores_gemma":[0.000031361,0.00020554668,0.000018488498,0.00006396905,0.00024068347,0.00037699152,0.00037565723,0.00068583846,0.0000014344299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032928266,0.00007539276,0.2802442,0.0066412673,0.0001962394,0.000003755759,0.11404431,0.0000054835455,0.000013995117,0.516307,0.03739984,0.044739224],"study_design_scores_gemma":[0.00016056586,0.000010193488,0.10928927,0.0034481953,0.000015058213,6.993035e-7,0.0037757086,1.4626528e-7,0.000021473475,0.005299074,0.8777581,0.00022152273],"about_ca_topic_score_codex":0.005221138,"about_ca_topic_score_gemma":0.17069373,"teacher_disagreement_score":0.84035826,"about_ca_system_score_codex":0.00024949518,"about_ca_system_score_gemma":0.0035895184,"threshold_uncertainty_score":0.84443897},"labels":[],"label_agreement":null},{"id":"W4413154993","doi":"10.2139/ssrn.5374943","title":"A Dynamic Factor Model of Skill Formation and Mental Health: Counterfactual Analysis of Interventions for Social Mobility","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Wilfrid Laurier University","funders":"","keywords":"Counterfactual thinking; Psychological intervention; Mental health; Psychology; Developmental psychology; Social psychology; Psychotherapist; Psychiatry","score_opus":0.06975450508791012,"score_gpt":0.455014908070378,"score_spread":0.3852604029824679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413154993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8156868,0.0045737512,0.1690167,0.0037232046,0.00036523878,0.0017299668,0.004801057,0.000024061419,0.00007917863],"genre_scores_gemma":[0.9916244,0.006817664,0.00014878287,0.0000470863,0.00003352291,0.00010047345,0.00033323994,0.000011777022,0.0008830481],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99672556,0.0002867259,0.0014381784,0.00023382483,0.00024369016,0.0010720104],"domain_scores_gemma":[0.9976249,0.0001724763,0.0016066298,0.00015374793,0.00039694595,0.000045301436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001977505,0.0002196516,0.0009884128,0.0005372641,0.0008005501,0.0000074605828,0.0002027674,0.00022700956,0.000020631418],"category_scores_gemma":[0.000078378565,0.00019798716,0.0007611015,0.00018187315,0.00008054804,0.0001069617,0.000324137,0.0018108073,2.0460273e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004960551,0.0046038236,0.10453753,0.06297038,0.09801196,2.3562473e-7,0.38420492,0.009308483,0.0005641992,0.22459373,0.0057750465,0.10046913],"study_design_scores_gemma":[0.008828523,0.002425801,0.05865997,0.00596488,0.008874532,0.0000033267809,0.11261041,0.30712092,0.00003497468,0.49378264,0.00038722844,0.0013067906],"about_ca_topic_score_codex":0.00030701072,"about_ca_topic_score_gemma":0.015079782,"teacher_disagreement_score":0.29781243,"about_ca_system_score_codex":0.0021191917,"about_ca_system_score_gemma":0.0028015752,"threshold_uncertainty_score":0.8414873},"labels":[],"label_agreement":null},{"id":"W4413161316","doi":"10.53982/ajsd.2025.1701.26-j","title":"Income Insecurity and Exclusion of Older Immigrant Women in Canada: A Narrative Review","year":2025,"lang":"en","type":"review","venue":"African Journal of Stability and Development (AJSD)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Narrative; Social exclusion; Gender studies; Sociology; Demographic economics; Political science; Economic growth; Economics; Art; Law","score_opus":0.05040133980922844,"score_gpt":0.3677979652569269,"score_spread":0.3173966254476984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413161316","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029204072,0.9684933,0.0000027488188,0.00049059355,0.00020324736,0.0012512946,0.000042813834,0.0000037500602,0.00030818264],"genre_scores_gemma":[0.013999797,0.98554844,0.00009602082,0.00012703273,0.000024179199,0.00011711111,0.000006666583,0.000011231241,0.00006952226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994862,0.0011870629,0.0027136735,0.00030522695,0.00044136075,0.0004906698],"domain_scores_gemma":[0.99622935,0.0013383514,0.0016244116,0.00018916192,0.00039312628,0.00022561086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036312016,0.00038511303,0.003218289,0.00027857983,0.00035884167,0.000004503405,0.0002193406,0.0001460499,0.00014508676],"category_scores_gemma":[0.0006274106,0.00026408507,0.00010540889,0.00052554015,0.00013224955,0.00010584499,0.00047052515,0.00093935645,4.1584232e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001247983,0.00019534846,0.08024459,0.35929143,0.0005694336,0.000048020087,0.1321914,2.4476334e-8,1.5588101e-7,0.00008409919,0.0012593535,0.42599133],"study_design_scores_gemma":[0.0010512329,0.00015267605,0.056830466,0.2808347,0.00024098552,0.000011256976,0.0368814,7.8320895e-8,4.7143268e-7,0.00025504568,0.6232541,0.0004875653],"about_ca_topic_score_codex":0.039676104,"about_ca_topic_score_gemma":0.26248536,"teacher_disagreement_score":0.6219948,"about_ca_system_score_codex":0.0018470845,"about_ca_system_score_gemma":0.012865251,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W4413201485","doi":"10.1177/01171968251351043","title":"From doing essential work to social good: Filipino racialized labor and social agency during the COVID-19 pandemic in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Asian and Pacific migration journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"University of Lethbridge","keywords":"Pandemic; Agency (philosophy); Coronavirus disease 2019 (COVID-19); Work (physics); Sociology; Political science; Economic growth; 2019-20 coronavirus outbreak; Gender studies; Social science; Virology; Economics; Medicine; Engineering","score_opus":0.02231527796649976,"score_gpt":0.35210245878416924,"score_spread":0.3297871808176695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413201485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84317106,0.00017486955,0.00008410359,0.15403509,0.00066537346,0.00028922354,0.000040393716,0.00001163436,0.001528279],"genre_scores_gemma":[0.9919129,0.00019881804,0.00002205396,0.002338376,0.0008918335,0.000033045206,0.000015241444,0.000007916179,0.004579789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983781,0.00053228205,0.0004354218,0.00018321954,0.00016851893,0.00030245457],"domain_scores_gemma":[0.99932325,0.00030323333,0.00015600183,0.000057937053,0.000049641425,0.00010991768],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039274216,0.00013454944,0.00022740764,0.00009212598,0.003233123,0.000056598732,0.00008013798,0.00010569613,0.00020327965],"category_scores_gemma":[0.00011117354,0.000102958045,0.00003556305,0.0002503296,0.000048240432,0.00007821874,0.00005775653,0.00048176796,0.000002762497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016824804,0.000009407619,0.799538,0.000046096055,0.000056146022,0.0000074317854,0.13120118,8.8141275e-7,0.00014357768,0.00042056674,0.066501655,0.001906802],"study_design_scores_gemma":[0.0013301437,0.0000071458308,0.7201474,0.00007327111,0.000030876046,0.0000024734409,0.045135237,0.000002486816,0.0000028703232,0.0006590029,0.23248026,0.00012888438],"about_ca_topic_score_codex":0.13428578,"about_ca_topic_score_gemma":0.8860067,"teacher_disagreement_score":0.75172096,"about_ca_system_score_codex":0.00020811988,"about_ca_system_score_gemma":0.00067372475,"threshold_uncertainty_score":0.9980645},"labels":[],"label_agreement":null},{"id":"W4413279836","doi":"10.7202/1118806ar","title":"Pourquoi la loi protège mal la santé – sécurité : le bruit au travail au Québec ou l’échec de l’autorégulation et du marché","year":2024,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Physics","score_opus":0.040089490756625865,"score_gpt":0.35789721135511837,"score_spread":0.3178077205984925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413279836","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3973974,0.024328142,0.0022663064,0.42211896,0.0019372131,0.00236245,0.00038920404,0.0006533375,0.14854698],"genre_scores_gemma":[0.8187036,0.0010106453,0.00031003746,0.00021428717,0.0016043315,0.00029170464,0.00012373348,0.00010969816,0.17763196],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458694,0.0024578394,0.00093184714,0.00059544906,0.00043349908,0.0009943919],"domain_scores_gemma":[0.99376017,0.005169701,0.00022423475,0.00040658677,0.00016312682,0.00027621107],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0026404092,0.00047026598,0.0004322104,0.00035704614,0.0020300392,0.00013502465,0.00025838704,0.001623248,0.0011427584],"category_scores_gemma":[0.0011890488,0.00048145308,0.0002785021,0.00080597185,0.000528637,0.0005554971,0.0002627196,0.0028884888,0.00087401696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005712391,0.00040538472,0.34776863,0.0003107207,0.00049908867,0.00009341465,0.047677144,0.00031524233,0.00004085491,0.2670947,0.22801715,0.10772055],"study_design_scores_gemma":[0.00074566883,0.00008760636,0.23311104,0.0017252135,0.00028244354,0.000033981694,0.006146076,0.0013096231,0.000022525022,0.0033832581,0.7527279,0.00042462428],"about_ca_topic_score_codex":0.06901978,"about_ca_topic_score_gemma":0.043059234,"teacher_disagreement_score":0.5247108,"about_ca_system_score_codex":0.0012205386,"about_ca_system_score_gemma":0.014304213,"threshold_uncertainty_score":0.9999039},"labels":[],"label_agreement":null},{"id":"W4413315880","doi":"10.64628/aam.fp5q9t9ad","title":"As back-to-school season approaches, Canadian employers are making a mistake by mandating workers back to the office","year":2025,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mistake; Business; Management; Political science; Law; Economics","score_opus":0.07925580526550813,"score_gpt":0.3705672626888361,"score_spread":0.291311457423328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413315880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06147472,0.0003632772,0.0005315342,0.1834453,0.00068380166,0.0029247487,0.00010370986,0.00014781779,0.7503251],"genre_scores_gemma":[0.50368893,0.000015098536,0.0016633222,0.06113086,0.00030044478,0.0005054864,0.00006556465,0.00007044787,0.43255985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997444,0.0003072384,0.00044466177,0.0005075738,0.00025069865,0.0010458443],"domain_scores_gemma":[0.9984513,0.00034363827,0.00011342179,0.00048343485,0.00012149023,0.00048672137],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006570327,0.0002852425,0.0003171495,0.00015854735,0.0020607845,0.000063111074,0.00043852325,0.00015807009,0.0031678032],"category_scores_gemma":[0.0004306215,0.00020659494,0.00006906847,0.00075249607,0.000032213553,0.0000744939,0.00025735068,0.00056132756,0.004755301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005338689,0.000013140851,0.2194477,0.00010362852,0.00008462389,0.0000020661935,0.0021893312,0.000019051773,0.0000037367015,0.00054338906,0.77570415,0.0018357846],"study_design_scores_gemma":[0.00043729242,0.00003174488,0.05169883,0.000761188,0.000034377197,2.4589474e-7,0.04090636,0.000035293204,0.0000046589657,0.00002865596,0.9057979,0.00026345145],"about_ca_topic_score_codex":0.13236375,"about_ca_topic_score_gemma":0.6162106,"teacher_disagreement_score":0.4838468,"about_ca_system_score_codex":0.0006066119,"about_ca_system_score_gemma":0.00065005216,"threshold_uncertainty_score":0.9992384},"labels":[],"label_agreement":null},{"id":"W4413357810","doi":"10.5334/ijic.nacic24188","title":"Nursing &amp;amp; Midwifery: Collaborative Care on Labour &amp;amp; Delivery","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Nursing; Medicine; Obstetrics","score_opus":0.0376031407777695,"score_gpt":0.4195617160833307,"score_spread":0.3819585753055612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413357810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276546,0.006734687,0.0011586187,0.011794876,0.0101550855,0.0005035166,0.0008935502,0.00008748963,0.04101753],"genre_scores_gemma":[0.9742325,0.00095483597,0.0013009361,0.00332748,0.0010306947,0.000040877483,0.0005568757,0.00004521587,0.018510602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968293,0.00052044616,0.0010717666,0.00029827032,0.0008567365,0.0004235131],"domain_scores_gemma":[0.9869969,0.0005461067,0.00071792013,0.00026481604,0.011338095,0.00013618333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031613934,0.0003627595,0.0005414102,0.00075206533,0.0006297585,0.00007937611,0.00068515324,0.00028115566,0.00093433313],"category_scores_gemma":[0.000994981,0.00028449713,0.00026032087,0.00062628364,0.0001367118,0.00026015812,0.00011493132,0.0014046474,0.00044235916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003486998,0.0003894908,0.20642269,0.00027053748,0.0025646014,0.00009292882,0.10917302,0.00032770922,0.0023705936,0.017341994,0.6280394,0.029520027],"study_design_scores_gemma":[0.0021239144,0.000094670926,0.012391119,0.0065138405,0.00012947846,0.000010346631,0.090794615,9.70336e-7,0.00036087405,0.0014165557,0.8858469,0.0003166704],"about_ca_topic_score_codex":0.00054866757,"about_ca_topic_score_gemma":0.0055971527,"teacher_disagreement_score":0.25780752,"about_ca_system_score_codex":0.003092218,"about_ca_system_score_gemma":0.0019441006,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W4413357991","doi":"10.1007/s12134-025-01293-7","title":"Off-Colour: Canada’s Ethnically Stratified Labour Market, 1995–2020","year":2025,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Global Affairs Canada; Bank of Canada; Simon Fraser University","funders":"Social Sciences and Humanities Research Council","keywords":"Ethnically diverse; Demographic economics; Labour economics; Business; Economics; Political science; Ethnic group","score_opus":0.02158816650940366,"score_gpt":0.3710817098844711,"score_spread":0.34949354337506744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413357991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5785437,0.0010637483,0.11775176,0.19205636,0.0048789894,0.0010885695,0.00023792553,0.00013427375,0.10424466],"genre_scores_gemma":[0.9309475,0.004467095,0.0032583303,0.011006494,0.00091184,0.00015611257,0.00023993605,0.000034959612,0.048977744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951341,0.0013389586,0.0020574569,0.00038305248,0.000736494,0.00034994504],"domain_scores_gemma":[0.9928922,0.0021598386,0.0014744344,0.0002226544,0.003068333,0.00018251874],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029323236,0.00039158328,0.000503622,0.00065225584,0.000449649,0.00025134705,0.0005189916,0.00033659372,0.001118232],"category_scores_gemma":[0.0042536156,0.0003470836,0.00021185898,0.00041685658,0.00013360348,0.001022068,0.00009083729,0.0013246159,0.000007946327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009458732,0.00038121865,0.1478489,0.000097125296,0.00057427987,0.000035603916,0.006038448,0.0004594275,0.015185177,0.39140752,0.4249573,0.012069122],"study_design_scores_gemma":[0.002177494,0.00029283785,0.43429855,0.0012617288,0.00010031391,0.00012346057,0.005391162,0.014933254,0.0017349687,0.009313832,0.52996325,0.00040915015],"about_ca_topic_score_codex":0.046036623,"about_ca_topic_score_gemma":0.6147697,"teacher_disagreement_score":0.56873304,"about_ca_system_score_codex":0.0017073542,"about_ca_system_score_gemma":0.0027442216,"threshold_uncertainty_score":0.99989814},"labels":[],"label_agreement":null},{"id":"W4413395656","doi":"10.1007/978-981-96-9752-6_10","title":"From Insights to Solutions: Roadmap for Employment Equity","year":2025,"lang":"en","type":"book-chapter","venue":"International perspectives on migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Equity (law); Business; Labour economics; Economics; Political science; Law","score_opus":0.10468633750937664,"score_gpt":0.4469852205174946,"score_spread":0.34229888300811795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413395656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095410435,0.0016289521,0.010249208,0.050548892,0.00487101,0.0035033054,0.001567902,0.0002432921,0.9264333],"genre_scores_gemma":[0.025031047,0.00084751105,0.0005028961,0.0024049147,0.0038250901,0.0010962988,0.0013914915,0.00006041357,0.96484035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977914,0.00005768228,0.0005984708,0.0007205352,0.00053866376,0.00029322816],"domain_scores_gemma":[0.9976158,0.0006675732,0.000317987,0.0003202426,0.0009929166,0.00008545905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000197449,0.00036937176,0.0003800515,0.00046181484,0.0007487035,0.000035835677,0.000345768,0.00033302064,0.0008573611],"category_scores_gemma":[0.00034155842,0.0003469684,0.0002451159,0.000040161234,0.000050626622,0.00012589297,0.000340601,0.0004514423,0.0005204977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030501775,0.000078018864,0.0000831952,0.00002039225,0.0005135606,0.0000011961006,0.013908993,0.000018089619,0.00008884809,0.6886839,0.29324085,0.0030579043],"study_design_scores_gemma":[0.00067429186,0.00023119544,0.0010587368,0.0009794462,0.00009314113,6.120902e-8,0.004275308,0.00007210562,0.000025026793,0.15050565,0.84173006,0.00035499258],"about_ca_topic_score_codex":0.0007214066,"about_ca_topic_score_gemma":0.0046204836,"teacher_disagreement_score":0.5484892,"about_ca_system_score_codex":0.0017183536,"about_ca_system_score_gemma":0.00022666252,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W4413395675","doi":"10.1007/978-981-96-9752-6_8","title":"Navigating Employment Barriers and Deskilling","year":2025,"lang":"en","type":"book-chapter","venue":"International perspectives on migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deskilling; Business; Labour economics; Economics; Engineering; Work (physics); Mechanical engineering","score_opus":0.03134528836023866,"score_gpt":0.40128401668690133,"score_spread":0.3699387283266627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413395675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01265373,0.002076554,0.00037183613,0.020154864,0.0018483835,0.0010071384,0.00020310473,0.00019533787,0.9614891],"genre_scores_gemma":[0.14120251,0.004872095,0.0003073448,0.0014810406,0.0014480869,0.00016584735,0.00025702006,0.000069586036,0.8501965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843,0.000053495576,0.0004381763,0.00049549283,0.0003880692,0.00019473386],"domain_scores_gemma":[0.9986524,0.00038950928,0.0003056743,0.00015752978,0.00042118953,0.00007369716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022326922,0.00029613703,0.0002697623,0.00013082722,0.00069041917,0.000029169314,0.00013895388,0.0002498145,0.0007591474],"category_scores_gemma":[0.00026531753,0.0002802386,0.00010329314,0.000024271541,0.000092082024,0.0001077878,0.0001243549,0.00093854964,0.000081483864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014760153,0.000024964127,0.009221066,0.00007234525,0.00066926796,0.000008723338,0.033401616,0.000025617117,0.000050313072,0.9262224,0.017028484,0.013127631],"study_design_scores_gemma":[0.0017375732,0.00037265074,0.0043417085,0.008860376,0.00023353765,0.0000023219695,0.046135377,0.00055048784,0.000041205025,0.06316706,0.87339926,0.0011584238],"about_ca_topic_score_codex":0.00015626974,"about_ca_topic_score_gemma":0.00047737526,"teacher_disagreement_score":0.8630553,"about_ca_system_score_codex":0.0006431201,"about_ca_system_score_gemma":0.000107627304,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W4413397595","doi":"10.1007/s10389-025-02587-x","title":"Working informal caregivers and risk of long-term sickness absence and unemployment: a Danish nationwide cohort study of effect modification by psychosocial working conditions","year":2025,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"TrygFonden; Københavns Universitet","keywords":"Danish; Psychosocial; Unemployment; Sick leave; Cohort; Medicine; Cohort study; Gerontology; Environmental health; Psychology; Psychiatry; Physical therapy; Economic growth","score_opus":0.0508711511484878,"score_gpt":0.4096708028136397,"score_spread":0.35879965166515193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413397595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941447,0.00072909077,0.00072575983,0.0022405754,0.0005504918,0.0010454438,0.00001602562,0.000013303915,0.0005346191],"genre_scores_gemma":[0.9979837,0.0016424058,0.00002766952,0.00009534626,0.00008263622,0.000036298512,0.000010584421,0.000008543608,0.0001128363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971491,0.00087622623,0.0011213976,0.00014942515,0.0003998417,0.0003039907],"domain_scores_gemma":[0.99675196,0.0007177627,0.0018445465,0.00012981052,0.00041470505,0.00014120489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035907521,0.00013415056,0.0005439482,0.00033488378,0.0008642069,0.000022674047,0.00013596017,0.00008650754,0.000009166024],"category_scores_gemma":[0.00034334385,0.00011539601,0.000049632505,0.00042982536,0.000118292424,0.0002671856,0.00008260815,0.00046025438,2.2848155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004911055,0.00015575637,0.9735592,0.00025008732,0.00030575832,6.9774774e-7,0.014620344,0.000003503379,0.000008337038,0.00041317233,0.0012045358,0.009429478],"study_design_scores_gemma":[0.00224098,0.00045121857,0.9870074,0.0006410878,0.00009363229,0.0000012585006,0.008905152,0.000017166074,0.000003280795,0.000058406546,0.00051044504,0.00006997721],"about_ca_topic_score_codex":0.0006062133,"about_ca_topic_score_gemma":0.0009152241,"teacher_disagreement_score":0.013448176,"about_ca_system_score_codex":0.00015667887,"about_ca_system_score_gemma":0.00045072453,"threshold_uncertainty_score":0.6646868},"labels":[],"label_agreement":null},{"id":"W4413489026","doi":"10.64628/aam.5cvqt4tfc","title":"How a failure to support youth who were once in care may be fuelling unemployment","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Dalhousie University; Memorial University of Newfoundland; Mount Saint Vincent University","funders":"","keywords":"Unemployment; Youth unemployment; Demographic economics; Labour economics; Economics; Psychology; Economic growth","score_opus":0.0826593838473892,"score_gpt":0.3999908900804337,"score_spread":0.3173315062330445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413489026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64783907,0.0023513318,0.0006311761,0.26098764,0.0022139046,0.0027481597,0.0002042717,0.0009210926,0.082103364],"genre_scores_gemma":[0.92400944,0.00010687411,0.00020902167,0.0024261475,0.00033175913,0.00020233542,0.000054692366,0.000045991495,0.07261376],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980383,0.00012247298,0.0003770307,0.0004708286,0.00030512034,0.00068626984],"domain_scores_gemma":[0.9993063,0.00014561822,0.00003727168,0.00026521212,0.00009382693,0.0001517505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028760187,0.0002398902,0.0003313474,0.00019964145,0.00038109344,0.000059755126,0.00017286329,0.00014694966,0.00046629616],"category_scores_gemma":[0.000035519668,0.00018488427,0.00008407747,0.00037166313,0.000024485684,0.00015917658,0.00026807838,0.0005159294,0.00023672686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005650664,0.000050747396,0.33319107,0.0021199903,0.00012578127,0.0001484749,0.36585715,0.000033568624,0.00007151115,0.021980219,0.2698548,0.0065101776],"study_design_scores_gemma":[0.0004680595,0.00022673499,0.002692408,0.0014209232,0.000044113884,4.8174275e-7,0.33575305,0.000013779702,0.0001357201,0.00026483895,0.6585927,0.000387168],"about_ca_topic_score_codex":0.0008301967,"about_ca_topic_score_gemma":0.011110822,"teacher_disagreement_score":0.3887379,"about_ca_system_score_codex":0.0002868512,"about_ca_system_score_gemma":0.0001817416,"threshold_uncertainty_score":0.7539362},"labels":[],"label_agreement":null},{"id":"W4413490939","doi":"10.64628/aap.cvht6t3kt","title":"Comment les Z s’épanouissent au travail dans un marché de l’emploi dominé par la « culture de l’agitation »","year":2024,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","score_opus":0.04295308075596755,"score_gpt":0.3806158058067158,"score_spread":0.33766272505074824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413490939","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1013358,0.024969537,0.010203952,0.72412676,0.0025215463,0.0016282424,0.00019455285,0.00051673333,0.1345029],"genre_scores_gemma":[0.8050168,0.010506518,0.0028337205,0.009463102,0.0012303672,0.00048580015,0.00013079803,0.000116395015,0.1702165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956521,0.0017554738,0.0006492751,0.0004631465,0.0003156111,0.0011644278],"domain_scores_gemma":[0.99790895,0.0012315913,0.000096229014,0.00027684463,0.00015967246,0.00032669358],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015831776,0.00040824633,0.0003889429,0.00010318841,0.0013831125,0.000095484764,0.0002236505,0.0005246856,0.0014330355],"category_scores_gemma":[0.00019239479,0.00033312113,0.000214634,0.00027992704,0.00034247345,0.00018103646,0.00020508615,0.0010751071,0.0005439492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052355914,0.00029959597,0.07119064,0.0016361636,0.000403828,0.00009449023,0.15119405,0.000006803603,0.00047236207,0.09054523,0.65200365,0.032100823],"study_design_scores_gemma":[0.00082090346,0.00021615451,0.13049765,0.0018227948,0.00032391417,0.000018189017,0.05616333,0.0002061488,0.00072536623,0.007524027,0.8012653,0.00041623227],"about_ca_topic_score_codex":0.008965907,"about_ca_topic_score_gemma":0.00749533,"teacher_disagreement_score":0.7146636,"about_ca_system_score_codex":0.0010739296,"about_ca_system_score_gemma":0.00057484227,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W4413501584","doi":"10.64628/aam.yxdgw4a9r","title":"Working one day a week in person might be the key to happier, more productive employees","year":2022,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Key (lock); Psychology; Business; Social psychology; Labour economics; Economics; Computer science; Computer security","score_opus":0.13627281600904348,"score_gpt":0.3807912927559717,"score_spread":0.2445184767469282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413501584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67447996,0.0005129239,0.00002085525,0.2859345,0.0010222325,0.0020647924,0.0000122574165,0.00014675746,0.0358057],"genre_scores_gemma":[0.90954906,0.000022131619,0.00017981003,0.007006842,0.00038277594,0.0018019158,0.000011786053,0.000032315336,0.08101339],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978684,0.0005627366,0.00027841932,0.0003783518,0.00037841903,0.00053364574],"domain_scores_gemma":[0.99913627,0.00035060613,0.00007980811,0.00031364188,0.000060065366,0.00005960704],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096968975,0.00015643376,0.00024360591,0.00013083458,0.002200761,0.000009139836,0.00027822837,0.00003848155,0.0012884425],"category_scores_gemma":[0.0001622309,0.00010592538,0.000050943883,0.00058285304,0.000053113028,0.00005777602,0.00056523876,0.0006913897,0.000057800746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011890272,0.00030211452,0.3664363,0.000030456924,0.000090767804,0.000008224031,0.3983429,0.000029173565,0.00012991756,0.0045832987,0.22811618,0.0018117303],"study_design_scores_gemma":[0.00057598465,0.0002506698,0.2090772,0.00010613852,0.000025431415,4.270423e-7,0.22235657,0.000010431865,0.000027840097,0.00035204348,0.56696934,0.00024796068],"about_ca_topic_score_codex":0.0022829527,"about_ca_topic_score_gemma":0.005964452,"teacher_disagreement_score":0.33885312,"about_ca_system_score_codex":0.00023615875,"about_ca_system_score_gemma":0.00008387351,"threshold_uncertainty_score":0.9996245},"labels":[],"label_agreement":null},{"id":"W4413502032","doi":"10.64628/aam.4c3yku5ef","title":"Busting the anti-work myth: Most people actually like their bosses","year":2022,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mythology; Work (physics); Political science; Business; Sociology; Engineering; Art; Literature; Mechanical engineering","score_opus":0.058237982838841774,"score_gpt":0.3594274584311093,"score_spread":0.3011894755922675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413502032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8420398,0.00066763343,0.00010642334,0.054943595,0.0021496473,0.0009369392,0.000037204103,0.00043085424,0.09868787],"genre_scores_gemma":[0.95586413,0.000098407465,0.000050589395,0.010484876,0.0003454789,0.00030819562,0.000020157217,0.000029146455,0.03279904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824435,0.00043982922,0.00031765492,0.00022250904,0.00025812056,0.00051753665],"domain_scores_gemma":[0.9980417,0.0013694467,0.0001319676,0.0003250467,0.00008458986,0.000047234746],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007745074,0.00015580293,0.00021921573,0.000041117808,0.0064408854,0.0000142382405,0.00033116937,0.000041336887,0.004174998],"category_scores_gemma":[0.00015027376,0.00008876021,0.000063315434,0.0005094311,0.000041955846,0.0000639138,0.0009743906,0.0006221017,0.00014000763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026244605,0.000060412447,0.3945714,0.000040124654,0.00007937627,0.0000027620247,0.040592074,0.000045304092,0.000051583927,0.0024324062,0.56000507,0.0020932516],"study_design_scores_gemma":[0.00042490385,0.000077155506,0.18008806,0.000039152026,0.000029832157,0.0000015076055,0.14555186,0.000035425986,0.000014452762,0.00046619415,0.67303675,0.0002347015],"about_ca_topic_score_codex":0.0005877664,"about_ca_topic_score_gemma":0.00059447985,"teacher_disagreement_score":0.21448332,"about_ca_system_score_codex":0.00006525751,"about_ca_system_score_gemma":0.00012781395,"threshold_uncertainty_score":0.99673533},"labels":[],"label_agreement":null},{"id":"W4413510272","doi":"10.64628/aam.yh6pvu7jv","title":"Let’s not forget about precarious work in this federal election — and beyond","year":2021,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Work (physics); Political science; Federal election; Precarious work; Sociology; Politics; Law; Engineering","score_opus":0.03680096810277392,"score_gpt":0.3687034876771211,"score_spread":0.33190251957434713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413510272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6792264,0.0008145006,0.000058388556,0.019640632,0.0007847007,0.00039571567,0.000003188522,0.000107839354,0.29896864],"genre_scores_gemma":[0.8702153,0.0006179248,0.00026403027,0.003926195,0.00018396345,0.00009615953,0.000013463703,0.0000152063985,0.12466778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998952,0.0001495256,0.00024814476,0.00021238036,0.00010789049,0.0003301132],"domain_scores_gemma":[0.99955744,0.00017153697,0.000044525797,0.00010483253,0.000076033604,0.000045644505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001998285,0.00009984291,0.00018191393,0.000046270026,0.00063051557,0.000014002783,0.00003175187,0.00011528268,0.00050993473],"category_scores_gemma":[0.00008296144,0.00008393728,0.000027042259,0.00019844402,0.000021576305,0.00008334178,0.00011350899,0.0003118506,0.000041728617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007882864,0.00004608101,0.8486329,0.00006706032,0.000032211912,0.000009817675,0.010297609,4.7426175e-7,0.00021404742,0.0019606664,0.12350462,0.015155703],"study_design_scores_gemma":[0.00111818,0.000055616296,0.74987674,0.00010566616,0.000013033003,0.00000127045,0.0020620346,0.000011496208,0.0003532434,0.00083293224,0.24537377,0.0001960076],"about_ca_topic_score_codex":0.00094651524,"about_ca_topic_score_gemma":0.018125063,"teacher_disagreement_score":0.1909889,"about_ca_system_score_codex":0.00006833423,"about_ca_system_score_gemma":0.00007803767,"threshold_uncertainty_score":0.9997916},"labels":[],"label_agreement":null},{"id":"W4413510860","doi":"10.64628/aam.tugj5655y","title":"The Taliban’s conquest of Kabul threatens the lives and safety of girls, women and sexual minorities","year":2021,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"CONQUEST; Political science; Ancient history; Gender studies; Criminology; History; Psychology; Sociology","score_opus":0.03748541440019999,"score_gpt":0.3447565357717285,"score_spread":0.3072711213715285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413510860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96597415,0.0067875814,0.0000019548527,0.0063630906,0.00013721536,0.00024071409,0.00004066648,0.0000163851,0.02043824],"genre_scores_gemma":[0.9650435,0.0035084183,0.000014092664,0.00028570608,0.00006305564,0.00003864587,0.0000035167864,0.000006912244,0.03103618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906564,0.00020738221,0.000292815,0.000113464666,0.00010432658,0.00021637451],"domain_scores_gemma":[0.9986192,0.0009222876,0.00009682784,0.00016794089,0.00016133364,0.00003243466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003731377,0.00008631406,0.00021301501,0.000011768534,0.00073313114,0.0000064491246,0.00006333459,0.00004102564,0.00012393204],"category_scores_gemma":[0.00008196441,0.000041353505,0.000012657282,0.000048595528,0.00044826308,0.00003939302,0.00023788858,0.00011820221,0.0000017976246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108484324,0.000037166526,0.84463704,0.00041748505,0.00024776152,0.0000026441492,0.098571196,1.044503e-7,0.00032438478,0.043862343,0.009319471,0.0024719546],"study_design_scores_gemma":[0.0008181751,0.00018346703,0.5512014,0.00009628831,0.000040151688,0.0000030082945,0.41138002,0.0000037696373,0.00022577308,0.0033679577,0.0325627,0.00011727274],"about_ca_topic_score_codex":0.0004967801,"about_ca_topic_score_gemma":0.0015014729,"teacher_disagreement_score":0.31280884,"about_ca_system_score_codex":0.000012037832,"about_ca_system_score_gemma":0.000063334526,"threshold_uncertainty_score":0.5638726},"labels":[],"label_agreement":null},{"id":"W4413514750","doi":"10.64628/aam.a5ukfemxx","title":"Coronavirus crisis poses risks and opportunities for unions","year":2020,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Business; Virology; Medicine; Outbreak","score_opus":0.6255102013209188,"score_gpt":0.5093848270674842,"score_spread":0.11612537425343461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413514750","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3006836,0.0015032608,0.0018253892,0.61704165,0.00051469204,0.0015875988,0.00036082376,0.0005254111,0.07595762],"genre_scores_gemma":[0.9532861,0.0012904421,0.00027692356,0.035461903,0.00025978594,0.0001934387,0.00002724724,0.000019888561,0.009184248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993176,0.000052152915,0.00019623643,0.00014086073,0.00006602326,0.00022713412],"domain_scores_gemma":[0.999325,0.0003415035,0.000049124563,0.00007097577,0.000086699736,0.0001266907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011221505,0.000092129645,0.00016542837,0.000021502592,0.00080741465,0.000005978487,0.00005394238,0.000055749166,0.0004420479],"category_scores_gemma":[0.000071810275,0.000070818074,0.000032426025,0.000033197815,0.000042701147,0.00006989309,0.000116031195,0.000106718384,0.00002503894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009324068,0.000023847111,0.06615435,0.00024426368,0.00009810234,0.0000033278516,0.008474073,3.0781226e-7,0.000060120172,0.109014414,0.8072871,0.008546869],"study_design_scores_gemma":[0.0008717361,0.00022886561,0.02478158,0.000028438619,0.00006626015,2.1707349e-7,0.0715043,0.000036392128,0.000038535345,0.002463232,0.8998027,0.00017777435],"about_ca_topic_score_codex":0.00039888604,"about_ca_topic_score_gemma":0.00016364515,"teacher_disagreement_score":0.65260255,"about_ca_system_score_codex":0.000010380261,"about_ca_system_score_gemma":0.000044896016,"threshold_uncertainty_score":0.62100625},"labels":[],"label_agreement":null},{"id":"W4413521156","doi":"10.64628/aam.3v5ugyj45","title":"The pandemic deepened gender inequality in dual-career households","year":2023,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Dual (grammatical number); Inequality; Pandemic; Demographic economics; Gender inequality; Labour economics; Development economics; Sociology; Economics; Geography; Political science; Economic growth; Coronavirus disease 2019 (COVID-19); Mathematics; Medicine; Art","score_opus":0.2835021023958356,"score_gpt":0.45013600487306754,"score_spread":0.16663390247723192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413521156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96026725,0.00016378,0.000028331357,0.0102945715,0.00058166555,0.0005013268,0.0000069698126,0.0005106949,0.02764539],"genre_scores_gemma":[0.9777919,0.0006345491,0.000007379573,0.0019562356,0.00015177434,0.00023855215,0.000010769703,0.000020294292,0.019188568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981525,0.00043838852,0.0004173104,0.00019191587,0.00022438398,0.00057552155],"domain_scores_gemma":[0.9984871,0.0010509444,0.00006358168,0.00028819384,0.0000600288,0.000050141593],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018162706,0.00011315483,0.00017033984,0.000050158797,0.00093258556,0.000007673047,0.00010323146,0.00011687434,0.00020502135],"category_scores_gemma":[0.0001787619,0.00006512025,0.000045159766,0.00040813675,0.000047162222,0.00006070048,0.0003015445,0.00034424264,0.00081698253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015804171,0.0000087627395,0.9249897,0.00002409751,0.00002082072,0.0000048508377,0.003388424,0.0000021608755,0.000027970771,0.0045111235,0.06618718,0.00081910164],"study_design_scores_gemma":[0.0005211951,0.0000110801975,0.9398012,0.000016737733,0.000005852839,1.5553853e-7,0.005094578,0.000026678668,0.000004280957,0.0056900503,0.048728283,0.00009991444],"about_ca_topic_score_codex":0.0008935509,"about_ca_topic_score_gemma":0.009973827,"teacher_disagreement_score":0.017524607,"about_ca_system_score_codex":0.000075067146,"about_ca_system_score_gemma":0.00006646296,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W4413521860","doi":"10.64628/aam.43k4dctce","title":"Deaths of despair: How income inequality puts Canadian youth at risk","year":2023,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Inequality; Economic inequality; Demographic economics; Development economics; Economics; Political science","score_opus":0.10928754765200539,"score_gpt":0.3916298018535492,"score_spread":0.2823422542015438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413521860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96425384,0.00006024967,0.000014006296,0.010982289,0.0005335957,0.00043674203,0.00038791844,0.00025073523,0.023080623],"genre_scores_gemma":[0.97193795,0.000088565794,0.000039983715,0.00037160201,0.0001047821,0.000039421204,0.000065271575,0.000017131817,0.027335305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984119,0.00035421556,0.0002972167,0.00018913404,0.00018445271,0.000563113],"domain_scores_gemma":[0.9988916,0.0003390662,0.00013202307,0.0002861362,0.00012670552,0.00022446064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008828793,0.00012329448,0.0002595332,0.00017887748,0.00093761634,0.0000033051936,0.00013335752,0.00012477845,0.0004581944],"category_scores_gemma":[0.00029025288,0.000095324125,0.00006978987,0.00033432478,0.000048345915,0.000055199922,0.00024515603,0.00021749698,0.00068121526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009463072,0.0000053155386,0.9630438,0.000091210626,0.000039584545,0.0000028108786,0.008921446,7.816194e-7,0.0000050290955,0.0012628569,0.026406486,0.00021118247],"study_design_scores_gemma":[0.0004770964,0.00004425885,0.96731335,0.000073188676,0.000034754146,5.2844996e-8,0.011579996,0.000018603147,0.000029513265,0.000994149,0.019287828,0.00014720012],"about_ca_topic_score_codex":0.4594526,"about_ca_topic_score_gemma":0.8379759,"teacher_disagreement_score":0.37852332,"about_ca_system_score_codex":0.00023874162,"about_ca_system_score_gemma":0.00020617091,"threshold_uncertainty_score":0.8755871},"labels":[],"label_agreement":null},{"id":"W4413522046","doi":"10.64628/aam.pacwcf9du","title":"Making good on promises: Long-term care workers’ mental health is a shared long-term responsibility","year":2023,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Term (time); Mental health; Business; Psychology; Nursing; Medicine; Psychiatry","score_opus":0.13423951559511046,"score_gpt":0.47217840512931336,"score_spread":0.3379388895342029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413522046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95207554,0.0005359101,0.000010289476,0.026325658,0.0012082217,0.0038793192,0.00030456096,0.0009981856,0.014662322],"genre_scores_gemma":[0.96093875,0.00018375352,0.000055943397,0.004919672,0.00031504693,0.00047907047,0.0004071892,0.00007748349,0.032623082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958124,0.0006887957,0.00083927024,0.0008547557,0.00056436536,0.0012403757],"domain_scores_gemma":[0.998142,0.00039938313,0.00029555563,0.0007703383,0.0001566021,0.00023612248],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009032756,0.0003940552,0.00057625206,0.00025821343,0.002446451,0.000038664602,0.00033253327,0.00020984824,0.0023809653],"category_scores_gemma":[0.000099088706,0.00031966233,0.00019139545,0.0006342661,0.00008659046,0.00017338574,0.00061136874,0.000625397,0.0014660872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005073497,0.000092661554,0.90025216,0.00097164564,0.000108829416,0.000024102947,0.03913213,2.0799183e-7,0.000012224349,0.00014036006,0.055184092,0.0035742482],"study_design_scores_gemma":[0.0016693643,0.00036903698,0.98292166,0.002065428,0.000023313276,8.298206e-7,0.011097582,0.000003674936,0.000021662052,0.00005197901,0.0014566564,0.00031881055],"about_ca_topic_score_codex":0.00025394198,"about_ca_topic_score_gemma":0.003879369,"teacher_disagreement_score":0.08266951,"about_ca_system_score_codex":0.00083942025,"about_ca_system_score_gemma":0.0004979534,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W4413530233","doi":"10.64628/aam.vrrhjhwjn","title":"Québec’s teacher strike offers lessons on the urgent need to support public education","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Public support; Public education; Political science; Teacher education; Public relations; Public administration; Business; Medical education; Psychology; Pedagogy; Medicine","score_opus":0.15284429371566227,"score_gpt":0.45199272442489374,"score_spread":0.29914843070923147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413530233","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09878767,0.00009875851,0.000024613519,0.6589029,0.0015066542,0.00067553966,0.000006659878,0.00021266953,0.23978457],"genre_scores_gemma":[0.70483184,0.000018458191,0.000007902646,0.0124187255,0.00037936226,0.00042569623,0.0000138528485,0.000019441559,0.28188473],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987619,0.00017633283,0.00025328636,0.0002319992,0.00020819165,0.00036831415],"domain_scores_gemma":[0.9991118,0.0003470899,0.000030025767,0.00027457476,0.000066021734,0.00017048983],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005292579,0.00013193353,0.00012454322,0.0001312508,0.0006868484,0.000034422887,0.00015546608,0.00006924753,0.016968343],"category_scores_gemma":[0.00025126094,0.00007328545,0.000065947606,0.0002703202,0.000024803632,0.00007121422,0.00011401904,0.00035655548,0.0044185123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058569867,0.000064664026,0.013908727,0.00002787211,0.00004368415,4.255922e-7,0.0039451015,1.4674951e-7,0.000022307264,0.10909006,0.8628027,0.010088456],"study_design_scores_gemma":[0.00006141927,0.00007513588,0.01520681,0.00007152449,0.000018325522,1.5827028e-7,0.013869428,0.000005333058,0.000018619212,0.00048284407,0.97009057,0.000099848985],"about_ca_topic_score_codex":0.0073292637,"about_ca_topic_score_gemma":0.013056597,"teacher_disagreement_score":0.64648414,"about_ca_system_score_codex":0.00030145474,"about_ca_system_score_gemma":0.0018851814,"threshold_uncertainty_score":0.999281},"labels":[],"label_agreement":null},{"id":"W4413536664","doi":"10.64628/aam.sxcfkhd77","title":"Canadians are feeling increasingly powerless amid economic struggles and rising inequality","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Inequality; Political science; Political economy; Development economics; Economics; Sociology; Psychology; Social psychology","score_opus":0.05257601240333524,"score_gpt":0.38879265322711454,"score_spread":0.3362166408237793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413536664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96064585,0.0025967064,0.00006793597,0.0072379904,0.0008655035,0.00023149699,0.0000871759,0.00024611855,0.02802122],"genre_scores_gemma":[0.99614346,0.00024195565,0.000079554615,0.00065359275,0.00035584343,0.000018762972,0.0000114073,0.000025081916,0.0024703348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874765,0.00016634646,0.00034487466,0.0002844874,0.000069453585,0.0003871811],"domain_scores_gemma":[0.9991922,0.00044425717,0.000060973143,0.00014025843,0.000032768505,0.00012955524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048482927,0.00014422712,0.00023295876,0.00010376953,0.00080102915,0.000048956445,0.00006723444,0.00009572392,0.00035964517],"category_scores_gemma":[0.000058315396,0.00012058398,0.000034544624,0.00006461335,0.000052623076,0.00014521848,0.000114969516,0.00028358382,0.000114327944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017517274,0.000008845325,0.92882377,0.00055042893,0.000111820606,0.000025012594,0.010484059,0.0000063115763,0.000044328997,0.024501404,0.031617306,0.003809218],"study_design_scores_gemma":[0.0009773357,0.00008134829,0.7140062,0.0023197075,0.00014440768,0.000008296164,0.13470986,0.0016317171,0.000041312833,0.008907553,0.1361542,0.0010180857],"about_ca_topic_score_codex":0.07696977,"about_ca_topic_score_gemma":0.17842644,"teacher_disagreement_score":0.21481758,"about_ca_system_score_codex":0.00021698383,"about_ca_system_score_gemma":0.00020175743,"threshold_uncertainty_score":0.92917675},"labels":[],"label_agreement":null},{"id":"W4413537976","doi":"10.64628/aam.xskdcr565","title":"Young Canadians prefer in-person and hybrid work, according to a new report","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Psychology; Sociology; Engineering","score_opus":0.07796352920295814,"score_gpt":0.3952737424597957,"score_spread":0.31731021325683756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413537976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78034973,0.00070687843,0.0002027384,0.030729573,0.0011706868,0.00058159116,0.0000037917382,0.0001646482,0.18609037],"genre_scores_gemma":[0.7832237,0.00002670203,0.00014605244,0.000990838,0.00024205928,0.0000570641,0.0000032869536,0.000017025088,0.21529327],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901843,0.000035753732,0.00021922014,0.00026448898,0.000092568625,0.00036955412],"domain_scores_gemma":[0.9995544,0.00010638817,0.000017436658,0.00012467372,0.00002045886,0.00017665597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026218905,0.000099084755,0.00015017788,0.00014446017,0.00019356233,0.000020514924,0.00004549749,0.000039042814,0.00026558698],"category_scores_gemma":[0.00008917206,0.00007891228,0.00002066029,0.00023592795,0.000008525585,0.00008667714,0.00006753124,0.00023163979,0.00012122051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008927645,0.000002681474,0.6727944,0.00006210234,0.000022742604,0.00031618192,0.009739049,4.7765826e-7,0.000014262794,0.0006950799,0.30882424,0.0075198407],"study_design_scores_gemma":[0.0004735013,0.00006698101,0.42279524,0.0016776964,0.00004775444,0.000044390308,0.03267973,0.000025306857,0.000016962715,0.0007053595,0.54100335,0.00046372582],"about_ca_topic_score_codex":0.110222965,"about_ca_topic_score_gemma":0.13121487,"teacher_disagreement_score":0.24999917,"about_ca_system_score_codex":0.00015111633,"about_ca_system_score_gemma":0.00022167753,"threshold_uncertainty_score":0.8957021},"labels":[],"label_agreement":null},{"id":"W4413548829","doi":"10.64628/aam.ddn4vw736","title":"Canada can better prepare to retrain workers displaced by disruptive technologies","year":2020,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Displaced workers; Disruptive technology; Business; Labour economics; Operations management; Engineering; Economics; Economic growth; Manufacturing engineering; Unemployment","score_opus":0.031105463427642123,"score_gpt":0.34612784865537144,"score_spread":0.3150223852277293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413548829","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2818271,0.000082136496,0.0001170019,0.69450057,0.00023354104,0.0009780477,0.00031222336,0.0005299928,0.021419428],"genre_scores_gemma":[0.955257,0.0000062796603,0.00015838201,0.029338548,0.00007381178,0.00023736221,0.00003320323,0.000021326503,0.014874075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986743,0.00007682857,0.00024998767,0.00030889537,0.00020166839,0.00048836577],"domain_scores_gemma":[0.99939436,0.0001715197,0.00005647641,0.00018195987,0.000056310026,0.000139406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007370709,0.0001620105,0.000225686,0.000021457558,0.00048812997,0.000005467517,0.00020205663,0.00009804131,0.00027395392],"category_scores_gemma":[0.00029194026,0.00012034655,0.000026821026,0.0002611174,0.000040915573,0.000034703466,0.0002895642,0.0002383263,0.000026622685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029019642,0.0000032881856,0.20545839,0.000026456211,0.000032807886,0.000003959597,0.0030403605,4.699555e-7,0.000074251715,0.00010023031,0.7903963,0.00083447975],"study_design_scores_gemma":[0.0004184357,0.00010951683,0.017319798,0.00009432086,0.000019379995,8.158992e-8,0.07375133,0.00000900461,0.00030807007,0.00010015555,0.90755,0.00031993075],"about_ca_topic_score_codex":0.41109452,"about_ca_topic_score_gemma":0.91494924,"teacher_disagreement_score":0.6734299,"about_ca_system_score_codex":0.00023552921,"about_ca_system_score_gemma":0.0003040488,"threshold_uncertainty_score":0.5928271},"labels":[],"label_agreement":null},{"id":"W4413549812","doi":"10.64628/aam.p9cd7prqy","title":"The future of work will hit vulnerable people the hardest","year":2020,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Work (physics); Business; Engineering","score_opus":0.03665204944337781,"score_gpt":0.34864408485330406,"score_spread":0.31199203540992626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413549812","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06864793,0.0033127954,0.000068778914,0.83060265,0.0012144967,0.0007402619,0.00000796968,0.00012061527,0.09528453],"genre_scores_gemma":[0.9516198,0.000861236,0.00004441399,0.007976758,0.001392618,0.0000974937,0.0000032486112,0.000016196367,0.037988227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989486,0.0002743029,0.00023911324,0.0001101836,0.00016034707,0.00026748242],"domain_scores_gemma":[0.9988123,0.00074849196,0.00009195075,0.00021026118,0.000089453,0.00004750043],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038714602,0.00008627543,0.0001518586,0.000005840447,0.002207242,0.0000070781466,0.00023879624,0.00005493976,0.00088014035],"category_scores_gemma":[0.00010849435,0.000035372082,0.000055486486,0.00023699905,0.000051887473,0.00004336389,0.00017957369,0.0004272274,0.00017287004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044825018,0.000010133429,0.17493704,0.000042321786,0.000047618865,2.6905713e-7,0.013730208,0.0000024438289,0.000012494619,0.023122313,0.78574944,0.0023008971],"study_design_scores_gemma":[0.00020507563,0.000031971616,0.08089522,0.000020710073,0.00001558795,3.899745e-8,0.020706855,0.0000056481003,0.000010231465,0.0006120564,0.8974421,0.000054502998],"about_ca_topic_score_codex":0.00012713762,"about_ca_topic_score_gemma":0.0012875835,"teacher_disagreement_score":0.8829719,"about_ca_system_score_codex":0.000012165289,"about_ca_system_score_gemma":0.00004604036,"threshold_uncertainty_score":0.99909174},"labels":[],"label_agreement":null},{"id":"W4413551469","doi":"10.64628/aam.vqg4w7afu","title":"Job guarantees, basic income can save us from COVID-19 depression","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Depression (economics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Psychology; Economics; Demographic economics; Virology; Medicine; Keynesian economics","score_opus":0.10907489748192177,"score_gpt":0.42537406389216587,"score_spread":0.3162991664102441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413551469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68727875,0.0045089778,0.0029574246,0.17410238,0.009837433,0.0058347983,0.0031550927,0.002601573,0.109723575],"genre_scores_gemma":[0.9521241,0.0010480745,0.0006067746,0.03140875,0.0020958527,0.0007590653,0.0010490033,0.00012410563,0.0107842535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954974,0.00088152755,0.0010694357,0.0012047269,0.00057350966,0.00077337754],"domain_scores_gemma":[0.9965348,0.0011485744,0.0005275833,0.0010191239,0.00015777684,0.00061208784],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004165359,0.0006401983,0.0011122994,0.00015874302,0.0014235339,0.00003045982,0.00074117916,0.0009075258,0.005605623],"category_scores_gemma":[0.0007818684,0.0005036847,0.00027043573,0.00016439446,0.00010700392,0.000053227748,0.0047375956,0.002652491,0.00076348375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013054616,0.000029128392,0.8355468,0.0008635633,0.0002531361,0.000056733228,0.006689027,0.00001560825,0.000055246943,0.0008281047,0.15507638,0.00045575123],"study_design_scores_gemma":[0.0026094515,0.000071652175,0.66995484,0.0016520332,0.00031193532,7.3032345e-7,0.0029942102,0.00013200412,0.00005088126,0.043038882,0.27796978,0.0012135829],"about_ca_topic_score_codex":0.099609636,"about_ca_topic_score_gemma":0.03527617,"teacher_disagreement_score":0.26484537,"about_ca_system_score_codex":0.0006641062,"about_ca_system_score_gemma":0.0013627668,"threshold_uncertainty_score":0.9998765},"labels":[],"label_agreement":null},{"id":"W4413553857","doi":"10.64628/aam.tsdp5h9wg","title":"Migrant workers face further social isolation and mental health challenges during coronavirus pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Pandemic; Mental health; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Face (sociological concept); Social isolation; Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social distance; Political science; Psychology; Sociology; Public relations; Business; Criminology; Environmental health; Virology; Medicine; Psychiatry; Social science; Biology","score_opus":0.17850259942157626,"score_gpt":0.4383848051693022,"score_spread":0.25988220574772597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413553857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69481474,0.02500409,0.00012860977,0.27058318,0.0014116251,0.002621286,0.00014586905,0.00060220674,0.0046883537],"genre_scores_gemma":[0.9806606,0.0143394,0.00010629599,0.0011078411,0.00071365316,0.00019196968,0.000105761625,0.00005846737,0.0027159886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976365,0.00041722282,0.00057231955,0.0005887704,0.000255648,0.0005295355],"domain_scores_gemma":[0.99917287,0.000094683666,0.00039307403,0.00015735782,0.000041933676,0.000140075],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003444928,0.0003469584,0.0006065994,0.00006249987,0.0014166214,0.000012394221,0.00013281383,0.00037316914,0.00018862617],"category_scores_gemma":[0.000015286922,0.0003017466,0.000101308324,0.000045698212,0.00007214724,0.000054792614,0.0009931976,0.0011536147,0.00006155022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039741967,0.00006332109,0.5873192,0.003363695,0.0004859727,0.0000028077889,0.3717978,0.000003107529,0.000100421865,0.0004215138,0.016426804,0.01961796],"study_design_scores_gemma":[0.001742836,0.0000866793,0.8924791,0.0008048824,0.000040621708,8.7190523e-7,0.0753843,0.000060610026,0.0000016131287,0.0011796218,0.0276733,0.00054553413],"about_ca_topic_score_codex":0.0014588458,"about_ca_topic_score_gemma":0.003613828,"teacher_disagreement_score":0.30515996,"about_ca_system_score_codex":0.0003063813,"about_ca_system_score_gemma":0.00017944389,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W4413554796","doi":"10.64628/aam.pgp5v3rsm","title":"Employing youth during the coronavirus pandemic is a good investment","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Investment (military); Business; Political science; Medicine; Outbreak; Infectious disease (medical specialty); Politics","score_opus":0.24738473144796516,"score_gpt":0.4395716441737681,"score_spread":0.19218691272580293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413554796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88222593,0.0020007435,0.000060165916,0.020138603,0.0020968292,0.0029545727,0.00026969888,0.00091420434,0.08933923],"genre_scores_gemma":[0.9556199,0.0012147082,0.00007733674,0.021061607,0.0010514543,0.0007679963,0.000068948255,0.00008905176,0.020049015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969317,0.00043432263,0.0007924701,0.0006979809,0.00043859633,0.00070498476],"domain_scores_gemma":[0.9983351,0.00026100694,0.0004092718,0.0007238254,0.00010370177,0.00016710006],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041392952,0.00046932846,0.00060488534,0.000059160335,0.0017838614,0.00002909729,0.0005675303,0.0003977812,0.0009186403],"category_scores_gemma":[0.000080694736,0.0002920929,0.0002324432,0.000117846255,0.00009091881,0.000045081917,0.004045167,0.0023925384,0.00065410865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049367056,0.00003143393,0.9105723,0.00082614715,0.0004517167,0.000007119191,0.07727478,0.000004559903,0.00004597863,0.0019535539,0.008468624,0.0003144081],"study_design_scores_gemma":[0.0025723747,0.0001201171,0.8284481,0.0022747454,0.00070842257,0.0000018468425,0.063646495,0.000049427137,0.0000891694,0.015779406,0.08481223,0.001497642],"about_ca_topic_score_codex":0.0027188624,"about_ca_topic_score_gemma":0.0006150449,"teacher_disagreement_score":0.08212419,"about_ca_system_score_codex":0.00035423393,"about_ca_system_score_gemma":0.00029645025,"threshold_uncertainty_score":0.99999464},"labels":[],"label_agreement":null},{"id":"W4413560171","doi":"10.64628/aam.wuv3vf3kd","title":"Mental health impact of coronavirus pandemic hits marginalized groups hardest","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Mental health; Virology; Political science; Geography; Psychology; Medicine; Psychiatry; Outbreak; Infectious disease (medical specialty)","score_opus":0.2206932611762065,"score_gpt":0.502737702138865,"score_spread":0.28204444096265857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413560171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8926354,0.009221073,0.00035016218,0.040373567,0.00446828,0.007732004,0.003280541,0.0010606758,0.040878307],"genre_scores_gemma":[0.98303914,0.0064846445,0.0003373058,0.0020250487,0.00050079817,0.00027247408,0.0010593742,0.00008869503,0.0061925184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961841,0.0007077155,0.0012605138,0.0006234715,0.00044597898,0.00077818136],"domain_scores_gemma":[0.9977639,0.00023705568,0.0010185855,0.0004939031,0.00015761553,0.00032894366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006659065,0.00051664363,0.0014472823,0.00011720364,0.0006081721,0.000008674358,0.00040894575,0.00039560912,0.0037351947],"category_scores_gemma":[0.0000763393,0.00039158826,0.0004978815,0.00013104484,0.00010979046,0.00005342632,0.0018575895,0.0015695484,0.00027770014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004878756,0.00012214397,0.8002257,0.0016823024,0.000724133,0.0000036179101,0.009849221,0.000004800017,0.00011575792,0.0011010828,0.1829455,0.0027378623],"study_design_scores_gemma":[0.0039508007,0.00081063766,0.9426896,0.00195008,0.00011505713,0.0000022938366,0.002704751,0.000070779744,0.0000071029267,0.0042208545,0.04270761,0.0007704384],"about_ca_topic_score_codex":0.013572901,"about_ca_topic_score_gemma":0.0013567292,"teacher_disagreement_score":0.1424639,"about_ca_system_score_codex":0.0009497641,"about_ca_system_score_gemma":0.0014070787,"threshold_uncertainty_score":0.9998536},"labels":[],"label_agreement":null},{"id":"W4413560312","doi":"10.64628/aa.uka64pnm9","title":"Victorian COVID crisis to deliver $3.3 billion hit to nation’s growth in September quarter","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Economic growth; Business; Geography; Economics; Virology; Medicine; Infectious disease (medical specialty); Outbreak; Archaeology","score_opus":0.09770710245562218,"score_gpt":0.41493208529802167,"score_spread":0.31722498284239947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413560312","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09807843,0.00009959923,0.0045503983,0.72856843,0.007590259,0.006412195,0.00021201935,0.00074944727,0.15373923],"genre_scores_gemma":[0.9384685,0.000060146318,0.0011535682,0.045655936,0.00159547,0.0017971502,0.00013246799,0.00008208915,0.011054638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967829,0.00041265658,0.0008700791,0.0008687958,0.00046734308,0.0005982168],"domain_scores_gemma":[0.9983242,0.00023743244,0.00015816433,0.00038811762,0.000464144,0.000427904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048109167,0.0004062262,0.0006358747,0.00048586712,0.00037943816,0.000027512082,0.00035781227,0.00047185933,0.0030036282],"category_scores_gemma":[0.0002688143,0.0003436056,0.0001387774,0.00049944856,0.00001147498,0.000080493446,0.001536124,0.0009859002,0.00545683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084187115,0.000050802857,0.090492405,0.00043207692,0.000083632964,0.0000098484825,0.034311187,0.00002842652,0.000020767693,0.0036994414,0.8707026,0.00008460011],"study_design_scores_gemma":[0.0010740273,0.00019479389,0.1645316,0.00061909494,0.000078714045,1.8543749e-7,0.008667851,0.000035960642,0.000041081636,0.0078163,0.8159155,0.0010248328],"about_ca_topic_score_codex":0.0054925405,"about_ca_topic_score_gemma":0.011706727,"teacher_disagreement_score":0.8403901,"about_ca_system_score_codex":0.00078435417,"about_ca_system_score_gemma":0.00019630804,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W4413561337","doi":"10.64628/aam.kcmeeepau","title":"Employers should help workers struggling with child care during COVID-19","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Child care; Business; Pandemic; Psychology; Nursing; Medicine; Virology; Outbreak","score_opus":0.11983758081645994,"score_gpt":0.4247148657566394,"score_spread":0.30487728494017946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413561337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6550907,0.0038702965,0.0026469259,0.1486284,0.004386309,0.007975923,0.0004490399,0.004386941,0.17256546],"genre_scores_gemma":[0.9850839,0.00035914584,0.0007397784,0.006793468,0.001594135,0.00072362943,0.00029836287,0.0001798161,0.004227786],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9961893,0.00032299594,0.0007512361,0.0011469612,0.00061540864,0.00097407715],"domain_scores_gemma":[0.997721,0.00028235465,0.00040792505,0.00072805973,0.00020856748,0.00065207115],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022265053,0.0006912302,0.0009377708,0.00018841126,0.003019884,0.000041010106,0.0005275084,0.0006347038,0.00094603887],"category_scores_gemma":[0.00023139818,0.00053170236,0.00021709228,0.0002518805,0.00012752142,0.00007487898,0.002262589,0.0033229599,0.00014416719],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035993595,0.0000201504,0.92942214,0.0062742857,0.0005781051,0.00007923606,0.043337192,0.0010204015,0.000004276,0.00044623986,0.018259007,0.00019901642],"study_design_scores_gemma":[0.0074366867,0.00038505482,0.20310484,0.009192895,0.0009910002,0.000006766457,0.62332237,0.000040220257,0.000104939725,0.0013819636,0.15009713,0.0039361357],"about_ca_topic_score_codex":0.0037509012,"about_ca_topic_score_gemma":0.004668496,"teacher_disagreement_score":0.7263173,"about_ca_system_score_codex":0.000809863,"about_ca_system_score_gemma":0.0009954955,"threshold_uncertainty_score":0.9999672},"labels":[],"label_agreement":null},{"id":"W4413562385","doi":"10.64628/aam.qnnnnwrsg","title":"The moms are not alright: How coronavirus pandemic policies penalize mothers","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Environmental health; Virology; Medicine","score_opus":0.2301863226286268,"score_gpt":0.452095592665139,"score_spread":0.2219092700365122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413562385","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17118998,0.006031856,0.00030442612,0.67310274,0.0063967835,0.004769192,0.0005222533,0.0015081317,0.13617466],"genre_scores_gemma":[0.7922427,0.007624128,0.000051232375,0.016033545,0.0017363445,0.00091072853,0.00005514864,0.00012873118,0.18121746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687266,0.0005690815,0.00058275636,0.00060648465,0.0005116253,0.00085736625],"domain_scores_gemma":[0.99720144,0.001010746,0.00064524595,0.0007580175,0.00020269035,0.00018187318],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004898579,0.00052637275,0.0007295783,0.000057709898,0.0024201178,0.000067930145,0.00082381826,0.0005267037,0.0008123188],"category_scores_gemma":[0.0002453837,0.0002966756,0.00028739095,0.000109497225,0.00028578247,0.000053322965,0.0022004528,0.0020987985,0.0007322182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026165225,0.000056069555,0.388659,0.000989417,0.0010550581,0.00001710543,0.026317438,0.000014058309,0.0001445399,0.024346283,0.55319923,0.0049401773],"study_design_scores_gemma":[0.0007462823,0.00005381749,0.13154261,0.0006024428,0.0001556482,7.8628375e-7,0.022695929,0.00005182025,0.00003400399,0.015703237,0.8277508,0.0006625884],"about_ca_topic_score_codex":0.0029743628,"about_ca_topic_score_gemma":0.0051749055,"teacher_disagreement_score":0.6570692,"about_ca_system_score_codex":0.00024612344,"about_ca_system_score_gemma":0.0002751424,"threshold_uncertainty_score":0.99994856},"labels":[],"label_agreement":null},{"id":"W4413567111","doi":"10.64628/aam.fncxs3ue7","title":"How COVID-19 led to Donald Trump’s defeat","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Political science; Biology; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.19143086882812718,"score_gpt":0.46333640691383593,"score_spread":0.2719055380857087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413567111","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011013378,0.000259167,0.00482549,0.91399443,0.0024777092,0.0028294325,0.00016406375,0.00085196295,0.06358435],"genre_scores_gemma":[0.43407276,0.0004667638,0.0027717294,0.29430297,0.0031650993,0.002652856,0.00036212374,0.0001589716,0.26204672],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970794,0.00043365324,0.0005052594,0.0008592443,0.00042438164,0.00069811655],"domain_scores_gemma":[0.9975704,0.00060407445,0.00021877361,0.0006288756,0.00015583575,0.0008220679],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040814927,0.00046720292,0.0008181567,0.00014824438,0.0009899022,0.000048197337,0.0005278351,0.0005180577,0.0016942851],"category_scores_gemma":[0.0012317867,0.0003682429,0.00025206906,0.00017715686,0.000047283047,0.0000448493,0.0035637682,0.0015040028,0.0013569217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001013357,0.000024183912,0.03342846,0.001219345,0.00018818383,0.000018895216,0.006466562,0.000011812036,0.000032057073,0.009313437,0.9488269,0.0003688405],"study_design_scores_gemma":[0.0007129494,0.000058320653,0.0055148387,0.00018179303,0.00008422374,2.905557e-7,0.003517668,0.000011078138,0.000016268186,0.0112176575,0.9782031,0.00048181872],"about_ca_topic_score_codex":0.0016679981,"about_ca_topic_score_gemma":0.0035164743,"teacher_disagreement_score":0.6196915,"about_ca_system_score_codex":0.00045565685,"about_ca_system_score_gemma":0.00081869087,"threshold_uncertainty_score":0.999877},"labels":[],"label_agreement":null},{"id":"W4413568133","doi":"10.64628/aam.dnrsr9eaf","title":"COVID-19 outbreaks in long-term care highlight the urgent need for paid sick leave","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Outbreak; Sick leave; Term (time); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Business; Virology; Physics; Infectious disease (medical specialty); Disease","score_opus":0.08657705861927727,"score_gpt":0.4290082912081416,"score_spread":0.3424312325888643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413568133","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3145144,0.022696735,0.005678778,0.53916806,0.022572236,0.030580563,0.00094011816,0.0013454903,0.062503606],"genre_scores_gemma":[0.9207423,0.0016195263,0.00018455637,0.027916245,0.001873609,0.006952312,0.0018887002,0.00013384077,0.038688913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99634033,0.00066270144,0.0009930424,0.00080432656,0.000352167,0.0008474063],"domain_scores_gemma":[0.9965715,0.0013398298,0.00037453344,0.0009609596,0.00037938397,0.00037383128],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075473724,0.0005081103,0.00085303315,0.00015512512,0.0011691832,0.00004195904,0.00055049214,0.0006488653,0.0022884244],"category_scores_gemma":[0.00083368114,0.00032583883,0.00038822278,0.00015329292,0.00009521353,0.000045674384,0.002214564,0.0013503282,0.000061374085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019317806,0.00015573969,0.7192745,0.009010155,0.0004530545,0.000061214436,0.097066194,0.00007409772,0.000016100726,0.0047579193,0.16749609,0.0014417485],"study_design_scores_gemma":[0.0067695985,0.00021501399,0.42212173,0.0032242443,0.00062478887,0.0000022964414,0.17218046,0.000043490014,0.00018649428,0.0025129395,0.389962,0.002156945],"about_ca_topic_score_codex":0.004877441,"about_ca_topic_score_gemma":0.035283834,"teacher_disagreement_score":0.6062279,"about_ca_system_score_codex":0.0009792033,"about_ca_system_score_gemma":0.0022135004,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W4413570336","doi":"10.64628/aam.45u96tw37","title":"Canadians are having less sex, not more, during the coronavirus pandemic","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coronavirus; Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Political science; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.14254920822476633,"score_gpt":0.4174494177324732,"score_spread":0.2749002095077069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413570336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96970856,0.0014086108,0.000032833366,0.011187712,0.0021921166,0.0010869248,0.0001676593,0.00028361997,0.013931948],"genre_scores_gemma":[0.9064592,0.000972123,0.00002222548,0.004395191,0.0007322271,0.00053606444,0.00006963791,0.00006679133,0.08674655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971817,0.00031282488,0.0006386906,0.0006405807,0.00036318268,0.0008629883],"domain_scores_gemma":[0.99795717,0.00045129246,0.00037517663,0.0008533527,0.00019770209,0.00016527943],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00047945752,0.00040877814,0.0006448387,0.00008067686,0.002432284,0.000046548535,0.00051546184,0.0004999694,0.0008674688],"category_scores_gemma":[0.00011553758,0.00028539178,0.00018500905,0.00010318234,0.000111591384,0.00005200996,0.0022483338,0.0025252502,0.000052275216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011462731,0.000015372549,0.980979,0.0006773717,0.00019187118,0.000060919352,0.013434408,0.000057015433,0.000050221435,0.00012650248,0.0033178004,0.0010780012],"study_design_scores_gemma":[0.00037143912,0.0000045259007,0.901784,0.0011662223,0.00009160883,0.0000029223909,0.08692433,0.00002630135,0.000031892017,0.00006727195,0.00909169,0.000437816],"about_ca_topic_score_codex":0.20064287,"about_ca_topic_score_gemma":0.5023106,"teacher_disagreement_score":0.3016677,"about_ca_system_score_codex":0.00065621507,"about_ca_system_score_gemma":0.0006888055,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W4413571805","doi":"10.64628/aam.hsq37hmfk","title":"COVID-19 pandemic may produce dramatic changes in life expectancy, birth rates and immigration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Pandemic; Life expectancy; Coronavirus disease 2019 (COVID-19); Immigration; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Demography; Medicine; Political science; Virology; Sociology; Infectious disease (medical specialty); Disease; Outbreak; Population","score_opus":0.11905119377975136,"score_gpt":0.4356681688276905,"score_spread":0.3166169750479391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413571805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295374,0.0076280315,0.00016258092,0.05741359,0.00094598916,0.0023760991,0.000023108149,0.00029203275,0.0016211631],"genre_scores_gemma":[0.97433454,0.008790986,0.00020791637,0.0053031226,0.00044542018,0.001808089,0.0001733019,0.000041466243,0.008895178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971091,0.0007719557,0.00066484977,0.00074127485,0.00023920037,0.00047359683],"domain_scores_gemma":[0.99818367,0.0006476483,0.00034056848,0.00043628426,0.00013528066,0.00025652564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091429707,0.00035876286,0.0007033797,0.00025054268,0.0004946834,0.000039777027,0.00015507716,0.00041776997,0.00092841766],"category_scores_gemma":[0.0016047293,0.00028913465,0.00005197443,0.00021194697,0.000070237875,0.000077179226,0.00092782115,0.0009617093,0.000024457588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003102101,0.000047432706,0.94292533,0.0040805656,0.00006845656,0.000007840114,0.045552526,0.000005272429,0.00011933753,0.00031982662,0.006408372,0.00043403773],"study_design_scores_gemma":[0.0038603619,0.0002132121,0.67889386,0.0050273878,0.0002032087,0.0000057463258,0.27229914,0.00046162045,0.00020618668,0.0070254887,0.029650906,0.0021528953],"about_ca_topic_score_codex":0.004108742,"about_ca_topic_score_gemma":0.07837937,"teacher_disagreement_score":0.26403147,"about_ca_system_score_codex":0.00031627336,"about_ca_system_score_gemma":0.0011501126,"threshold_uncertainty_score":0.99998486},"labels":[],"label_agreement":null},{"id":"W4413574078","doi":"10.64628/aam.6fq6euxmm","title":"Is quitting contagious? Depends on who else leaves and who’s in charge","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Charge (physics); Psychology; Physics; Particle physics","score_opus":0.08840201309621111,"score_gpt":0.42892012127541573,"score_spread":0.34051810817920464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413574078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81471807,0.001813896,0.000020375834,0.016191976,0.0009514171,0.0009438586,0.00003891048,0.00013062525,0.16519086],"genre_scores_gemma":[0.88252336,0.0043181432,0.00007042046,0.008287745,0.00050279184,0.0003331442,0.000048284975,0.00006210477,0.103854015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724615,0.00038760313,0.00072030537,0.00073958165,0.00026944495,0.00063694484],"domain_scores_gemma":[0.99855655,0.0004943572,0.00026701085,0.00044058097,0.00013308962,0.000108407025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070543983,0.00038411256,0.00083058706,0.00019381328,0.0005422578,0.000040008585,0.00018009792,0.00052795134,0.0014130195],"category_scores_gemma":[0.0001874743,0.00032560612,0.000110081346,0.00009373956,0.000050388997,0.00006999292,0.0016790347,0.0017615989,0.000110641035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044321372,0.000068708985,0.9193955,0.0011584489,0.00014022973,0.00003985054,0.032426935,6.5301646e-7,0.000035959547,0.00381496,0.03837464,0.0044998014],"study_design_scores_gemma":[0.003907524,0.00022031518,0.87933964,0.014239515,0.0001343695,0.0000018874103,0.037178297,0.00014348105,0.0006758637,0.0027377552,0.059755005,0.001666363],"about_ca_topic_score_codex":0.0026133978,"about_ca_topic_score_gemma":0.0063440227,"teacher_disagreement_score":0.06780527,"about_ca_system_score_codex":0.00014854448,"about_ca_system_score_gemma":0.00018174341,"threshold_uncertainty_score":0.9999196},"labels":[],"label_agreement":null},{"id":"W4413574747","doi":"10.64628/aam.y6wt9ecny","title":"Youth who grew up in care have the right to post-secondary education — and tuition waivers open doors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Doors; Political science; Medical education; Psychology; Medicine; Engineering","score_opus":0.05074901345210354,"score_gpt":0.40798472813635944,"score_spread":0.3572357146842559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413574747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8089864,0.002102373,0.000011292127,0.026296206,0.0028191493,0.0040646843,0.00024573188,0.00004550331,0.1554286],"genre_scores_gemma":[0.9611683,0.0006740111,0.0001027815,0.0074242116,0.0003021237,0.00087725685,0.0012895283,0.000034145625,0.028127622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980222,0.00049316237,0.00044003944,0.0005489593,0.00017463129,0.00032098347],"domain_scores_gemma":[0.9987084,0.00014093089,0.00016422162,0.00045498,0.0004310598,0.0001003706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038753828,0.0002542386,0.00040964354,0.00014436901,0.0008256999,0.00009719601,0.0003992443,0.0002816568,0.0013984734],"category_scores_gemma":[0.000083240644,0.00017416434,0.00006135337,0.00010608344,0.000046066893,0.00015748465,0.0030504738,0.0010119522,0.000031569234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010158707,0.00008289322,0.16746153,0.0013940944,0.00012639484,0.0000055043784,0.7599966,0.0000048229963,0.000008022901,0.0021466927,0.049235474,0.019436417],"study_design_scores_gemma":[0.0005140846,0.00004273246,0.25883967,0.0017201755,0.00006957876,4.1829824e-7,0.723781,0.000001621262,0.000025014866,0.0008590821,0.013838529,0.00030812493],"about_ca_topic_score_codex":0.03349713,"about_ca_topic_score_gemma":0.06798771,"teacher_disagreement_score":0.15218186,"about_ca_system_score_codex":0.00031291688,"about_ca_system_score_gemma":0.0013242781,"threshold_uncertainty_score":0.9995144},"labels":[],"label_agreement":null},{"id":"W4413576508","doi":"10.64628/aam.gtkatnyxw","title":"How Canada compares to welfare states in COVID-19 cases and deaths","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Welfare; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Political science; Economics; Virology; Medicine; Law; Outbreak","score_opus":0.0989054268350661,"score_gpt":0.41866206467114353,"score_spread":0.31975663783607744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413576508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66366935,0.0029081837,0.00005869321,0.32901016,0.000852219,0.0012794741,0.00036819052,0.0000922978,0.001761396],"genre_scores_gemma":[0.9817296,0.0008266588,0.00016849801,0.010808195,0.00011018441,0.00043726835,0.00032122157,0.000027850923,0.005570505],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775654,0.00038097345,0.00042248904,0.0005898748,0.00028123657,0.0005688649],"domain_scores_gemma":[0.99781716,0.0010984653,0.00012707266,0.00036048127,0.00017050993,0.00042631855],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023583151,0.00033372265,0.0006801977,0.00013335783,0.000772122,0.00007294764,0.00018379385,0.00018916595,0.0005140006],"category_scores_gemma":[0.0009152693,0.00028174173,0.000038694034,0.00013225622,0.00003982949,0.00005387002,0.0018286913,0.00072972005,0.0000021201213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035083878,0.000023776776,0.77650344,0.0016534985,0.000079906284,0.00044232656,0.007188432,0.00011027034,0.0000011270541,0.0005169491,0.21301869,0.00042649682],"study_design_scores_gemma":[0.0008443756,0.000047741367,0.1975594,0.0010233107,0.000046749377,0.0000045168017,0.18584657,0.00003113526,0.00000804951,0.00032311078,0.613556,0.0007090216],"about_ca_topic_score_codex":0.9749962,"about_ca_topic_score_gemma":0.9987601,"teacher_disagreement_score":0.578944,"about_ca_system_score_codex":0.0007962208,"about_ca_system_score_gemma":0.0022183657,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W4413580199","doi":"10.64628/aam.w3ecxfw33","title":"‘Do what you love’ could be contributing to the Great Resignation","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science; Psychology","score_opus":0.1313013016129452,"score_gpt":0.4506884675484383,"score_spread":0.3193871659354931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413580199","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038149692,0.005052464,0.00179881,0.72364676,0.012741881,0.008124158,0.0003830481,0.00049334025,0.20960987],"genre_scores_gemma":[0.46584862,0.004944055,0.00023315357,0.056717794,0.0034550955,0.002844078,0.0009550114,0.00016871652,0.46483347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652725,0.0008600071,0.00064594904,0.00056308653,0.00061865745,0.000785066],"domain_scores_gemma":[0.9974725,0.0010033908,0.0003394869,0.00072303903,0.00036691118,0.00009462848],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029016999,0.00030399268,0.0004422006,0.00011450409,0.0024243733,0.00009891992,0.0005363374,0.0003010973,0.010285687],"category_scores_gemma":[0.00058281684,0.00020063172,0.00013896884,0.0001912349,0.000033703476,0.0001194171,0.0048958296,0.0018626928,0.0004921858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013605302,0.00004654777,0.074663356,0.0003279615,0.0003011666,0.000009099439,0.037015997,0.0003060111,0.0000142756935,0.016567882,0.8639085,0.0067031113],"study_design_scores_gemma":[0.0005462148,0.00007330078,0.017683238,0.0005919592,0.00010880392,2.5047723e-7,0.064077765,0.00005892575,0.000014186826,0.0032006113,0.9132418,0.0004029189],"about_ca_topic_score_codex":0.0010189972,"about_ca_topic_score_gemma":0.00075362186,"teacher_disagreement_score":0.66692895,"about_ca_system_score_codex":0.00050244917,"about_ca_system_score_gemma":0.00022950652,"threshold_uncertainty_score":0.9988743},"labels":[],"label_agreement":null},{"id":"W4413581278","doi":"10.3138/jmvfh-2024-0064","title":"Longitudinal analysis of adjustment to civilian life and self-rated mental health using the Life After Service Survey","year":2025,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Mental health service; Gerontology; Longitudinal data; Longitudinal study; Service (business); Applied psychology; Clinical psychology; Psychiatry; Medicine; Demography; Sociology; Business","score_opus":0.08085655005872452,"score_gpt":0.4097625775744812,"score_spread":0.3289060275157567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413581278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9188113,0.05737258,0.00012849878,0.022438196,0.00040996514,0.00061972026,0.0001388001,0.0000122141855,0.00006871717],"genre_scores_gemma":[0.9556414,0.011388898,0.0004948368,0.032259043,0.000095286625,0.000008375721,0.000011290703,0.00001697805,0.00008387399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963304,0.001416769,0.0012902454,0.00023428698,0.00029333198,0.00043500093],"domain_scores_gemma":[0.9982872,0.00034804994,0.00044117455,0.00021083954,0.00028554603,0.00042717432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714508,0.00020762504,0.0009343399,0.00050620956,0.00067478674,0.0000044447474,0.00013183037,0.00006624244,0.000037794038],"category_scores_gemma":[0.00007583286,0.00013994041,0.00010757413,0.00097550865,0.000053455107,0.00008770204,0.00014995455,0.000352373,0.0000012315842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010186399,0.00021247446,0.9557048,0.0007946,0.0022695365,0.000002639351,0.019970119,0.00004821312,0.000021757705,0.000024711282,0.018828189,0.0011043149],"study_design_scores_gemma":[0.0010515772,0.00058346154,0.9874554,0.0005250946,0.00025632026,0.000001489653,0.007359246,0.0005263301,1.4215651e-7,0.0000104299215,0.002135706,0.000094750816],"about_ca_topic_score_codex":0.013273111,"about_ca_topic_score_gemma":0.016875003,"teacher_disagreement_score":0.045983683,"about_ca_system_score_codex":0.00018101686,"about_ca_system_score_gemma":0.0008810565,"threshold_uncertainty_score":0.9932976},"labels":[],"label_agreement":null},{"id":"W4413581893","doi":"10.64628/aam.ktju6gufy","title":"How businesses can best help employees disconnect from work","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Work (physics); Business; Knowledge management; Marketing; Industrial organization; Public relations; Computer science; Engineering; Political science","score_opus":0.10308937671709582,"score_gpt":0.39049314863505236,"score_spread":0.2874037719179565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413581893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8047816,0.0037855676,0.00021019332,0.1407436,0.010814571,0.0023414039,0.0012857914,0.0008405662,0.035196673],"genre_scores_gemma":[0.81030256,0.0017747846,0.00048472956,0.001914927,0.003130389,0.002526074,0.0018229163,0.00016972412,0.17787388],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663687,0.00054729223,0.0005815821,0.0009326958,0.0005157642,0.00078577263],"domain_scores_gemma":[0.9972011,0.0010161453,0.00041860348,0.0010048389,0.00021490631,0.00014443416],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026397238,0.0005941867,0.0009304156,0.0001658511,0.001984148,0.00009574641,0.00069237524,0.00039430804,0.008683051],"category_scores_gemma":[0.0003242253,0.00046985867,0.00022635989,0.00031485033,0.00010513663,0.0000850189,0.005369445,0.0020084905,0.00015597133],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005797389,0.00016351296,0.8159029,0.00042989664,0.00044383196,0.000026913065,0.0052583828,0.000017154951,0.000005970917,0.0014947704,0.17481047,0.0013882441],"study_design_scores_gemma":[0.0010546928,0.00014179717,0.2876252,0.0020265507,0.00048775022,2.1807355e-7,0.049826007,0.000002200093,0.000024038542,0.015934812,0.6411141,0.0017626208],"about_ca_topic_score_codex":0.02507926,"about_ca_topic_score_gemma":0.01924772,"teacher_disagreement_score":0.5282777,"about_ca_system_score_codex":0.00030135817,"about_ca_system_score_gemma":0.0004603885,"threshold_uncertainty_score":0.9997753},"labels":[],"label_agreement":null},{"id":"W4413597213","doi":"10.64628/aam.7ha4fgttf","title":"Canada needs to encourage more youths to pursue skilled trade jobs","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Business; Labour economics; International trade; Economics","score_opus":0.04626540718868524,"score_gpt":0.3927133346953963,"score_spread":0.34644792750671105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413597213","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29250795,0.00040930772,0.00015058368,0.48496896,0.015856892,0.0068306956,0.0014930306,0.0005054087,0.19727716],"genre_scores_gemma":[0.59207565,0.00013988659,0.0005513134,0.078182705,0.0021478168,0.0049300157,0.00042638517,0.00018498972,0.32136124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619126,0.0003576017,0.0008455017,0.00068237813,0.00087186426,0.0010513802],"domain_scores_gemma":[0.99784666,0.0003585695,0.00019295499,0.0009247386,0.00010315585,0.0005739031],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005082262,0.00052781915,0.0008553977,0.00033858282,0.0014472542,0.000019445239,0.00085428427,0.00027891487,0.009407264],"category_scores_gemma":[0.0002632285,0.00045886217,0.00015757518,0.00048205937,0.00002077201,0.000028888544,0.0040066224,0.0019121433,0.00011132306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044634595,0.000035376514,0.02628687,0.00022942535,0.00015527368,0.000023911873,0.03326491,0.0002636623,0.0000073505707,0.0014485689,0.9375178,0.00072217814],"study_design_scores_gemma":[0.00037624154,0.0000717284,0.057905734,0.00019899839,0.00006981299,3.467974e-7,0.06404846,0.0000052086457,0.0000065400454,0.00015577508,0.8765453,0.00061586295],"about_ca_topic_score_codex":0.8640337,"about_ca_topic_score_gemma":0.9132278,"teacher_disagreement_score":0.40678626,"about_ca_system_score_codex":0.0014983119,"about_ca_system_score_gemma":0.0030835902,"threshold_uncertainty_score":0.9998527},"labels":[],"label_agreement":null},{"id":"W4413598826","doi":"10.64628/aam.6rdjc9djf","title":"5 steps for tackling Canada’s long-term care crisis: It starts with valuing the well-being of workers","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Term (time); Business; Economics; Political science; Physics","score_opus":0.036965585942142005,"score_gpt":0.37253623923252616,"score_spread":0.33557065329038416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413598826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7613877,0.006148445,0.0024984905,0.073355876,0.008291865,0.014888938,0.00038819996,0.0003606592,0.13267982],"genre_scores_gemma":[0.98586345,0.00017002273,0.00033388674,0.0020668868,0.00037018216,0.0014790366,0.00021453387,0.00009241032,0.009409598],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9970002,0.00034143397,0.0007746464,0.0005492246,0.0006348713,0.0006996182],"domain_scores_gemma":[0.99736255,0.0008133926,0.0005894281,0.00069533836,0.0004522954,0.000086977765],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00066959445,0.0003842492,0.0006406047,0.00009178986,0.002295931,0.000018419398,0.0005245666,0.00016333342,0.000825638],"category_scores_gemma":[0.000054934244,0.00024703584,0.00015676166,0.00011581136,0.000049601997,0.000041602423,0.0014472797,0.0012658646,0.0000015283407],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021017902,0.000020315048,0.7785662,0.0051243855,0.0007984231,0.000014376607,0.05858786,0.002177934,8.0795235e-7,0.0005095595,0.15362778,0.00036218998],"study_design_scores_gemma":[0.0016471815,0.00021126655,0.07705907,0.005046494,0.0009507813,6.7477544e-7,0.8548318,0.00007009668,0.000039613627,0.000423584,0.058723327,0.0009960826],"about_ca_topic_score_codex":0.5086493,"about_ca_topic_score_gemma":0.9029236,"teacher_disagreement_score":0.79624397,"about_ca_system_score_codex":0.00073623424,"about_ca_system_score_gemma":0.002764651,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W4413602237","doi":"10.64628/aam.phk43xd6u","title":"Post-pandemic work in the public sector: A new way forward or a return to the past?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Pandemic; Work (physics); Public sector; Coronavirus disease 2019 (COVID-19); Political science; Public relations; Business; Engineering; Medicine; Law; Mechanical engineering","score_opus":0.19333931896658935,"score_gpt":0.42502496541952134,"score_spread":0.231685646452932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413602237","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12261624,0.0005880029,0.00028783784,0.8488733,0.0051866467,0.0066166776,0.00008176632,0.0007277579,0.015021766],"genre_scores_gemma":[0.5379379,0.0010638344,0.00027105014,0.054312076,0.0060604345,0.0050711557,0.00017355953,0.00019017216,0.39491984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99600744,0.0010140949,0.000803258,0.0006242972,0.0005391663,0.0010117661],"domain_scores_gemma":[0.9960046,0.0021957683,0.00023866078,0.0011990111,0.00019514785,0.00016684544],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024755017,0.0004161425,0.00056189456,0.00024291979,0.00092885806,0.00008397162,0.0013910751,0.0005014211,0.001228017],"category_scores_gemma":[0.001060871,0.0001738598,0.00020793013,0.0008641144,0.000043828008,0.00005593851,0.0029666598,0.0027653526,0.0015881864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014513456,0.000019855783,0.20432726,0.0001308961,0.00010017785,0.000007816679,0.030428825,0.0000026781527,8.125499e-7,0.0006590706,0.76216143,0.0020160417],"study_design_scores_gemma":[0.0006406027,0.00011304546,0.27107596,0.00092901604,0.00006953339,0.00000145648,0.026557222,0.000006403802,2.391824e-7,0.004862773,0.6953033,0.0004404363],"about_ca_topic_score_codex":0.0045382665,"about_ca_topic_score_gemma":0.11254989,"teacher_disagreement_score":0.7945612,"about_ca_system_score_codex":0.00025264776,"about_ca_system_score_gemma":0.0008401326,"threshold_uncertainty_score":0.999685},"labels":[],"label_agreement":null},{"id":"W4413613846","doi":"10.64628/aam.uncrxf4cg","title":"All women — not just mothers — could benefit from more workplace flexibility","year":2025,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Flexibility (engineering); Business; Labour economics; Demographic economics; Economics; Management","score_opus":0.08436313569507774,"score_gpt":0.42958089829849966,"score_spread":0.3452177626034219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413613846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81949645,0.00015690294,0.0001185954,0.048221078,0.00077770243,0.0006056166,0.00006903199,0.00030895547,0.13024566],"genre_scores_gemma":[0.69574416,0.00008547616,0.00020836524,0.028781652,0.00017286043,0.00027572524,0.000028821616,0.000020929232,0.27468202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982322,0.0001130541,0.0004270688,0.00040757933,0.00019998693,0.0006201442],"domain_scores_gemma":[0.998577,0.00063139014,0.000084454856,0.0004932923,0.00010560211,0.0001082551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043014358,0.000199837,0.00035804245,0.0000615194,0.0006037291,0.000010244748,0.0002287064,0.0002123525,0.004890111],"category_scores_gemma":[0.00010392869,0.00015688277,0.00006558793,0.00019202258,0.00008248342,0.00007569242,0.00028566213,0.00043451856,0.00038109327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004273037,0.00013310894,0.6604302,0.0001666126,0.00040517777,0.000002410814,0.023679629,0.000020540574,0.000120106844,0.011537354,0.299893,0.003184556],"study_design_scores_gemma":[0.0017964392,0.000041893945,0.5281727,0.00022124953,0.00007059373,2.3218675e-8,0.04412795,0.00011209654,0.00013908069,0.009545299,0.41543123,0.0003414744],"about_ca_topic_score_codex":0.0035537186,"about_ca_topic_score_gemma":0.0015345463,"teacher_disagreement_score":0.14443637,"about_ca_system_score_codex":0.0003663819,"about_ca_system_score_gemma":0.00009923088,"threshold_uncertainty_score":0.99601954},"labels":[],"label_agreement":null},{"id":"W4413617365","doi":"10.1177/2752535x251370927","title":"Promoting Health Equity in an Era of Growing Contradictions Between Capital Accumulation and Social Reproduction in Capitalist Economies","year":2025,"lang":"en","type":"review","venue":"Community Health Equity Research & Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; York University","funders":"","keywords":"Reproduction; Social reproduction; Capitalism; Economics; Equity (law); Capital accumulation; Capital (architecture); Social capital; Economic system; Development economics; Market economy; Political science; Sociology; Social science; Human capital; Geography; Biology; Politics; Ecology","score_opus":0.6342573567917924,"score_gpt":0.6730002957808693,"score_spread":0.03874293898907688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413617365","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21699266,0.7313149,0.000002288323,0.036406916,0.00032430427,0.012608666,0.00093681697,0.0001465562,0.0012669178],"genre_scores_gemma":[0.1894273,0.80721307,0.00001818933,0.0002698808,0.000864976,0.0009232765,0.0011656479,0.000054060245,0.00006362769],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96774125,0.025685934,0.0032022235,0.0007051404,0.0006053288,0.0020601247],"domain_scores_gemma":[0.9914978,0.005212966,0.0013105576,0.0011479589,0.00046547505,0.0003652262],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03188635,0.00047335943,0.0031202098,0.0020397943,0.006704626,0.00006869145,0.0008717993,0.0005794429,0.000009931853],"category_scores_gemma":[0.0043650004,0.0004971712,0.00018724169,0.0017389962,0.0006378936,0.0007446821,0.003641617,0.009337331,0.0000071175023],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000117778545,0.00039952464,0.011431333,0.105948,0.00006196616,6.055747e-7,0.07827404,5.50743e-7,1.01887764e-7,0.0073310025,0.00038993853,0.7960452],"study_design_scores_gemma":[0.02457986,0.008442447,0.37109512,0.21957728,0.00024555766,0.0000065894014,0.100919835,0.000050764782,7.7849245e-7,0.057636503,0.2149599,0.002485355],"about_ca_topic_score_codex":0.3258744,"about_ca_topic_score_gemma":0.16181016,"teacher_disagreement_score":0.7935598,"about_ca_system_score_codex":0.010579755,"about_ca_system_score_gemma":0.015292454,"threshold_uncertainty_score":0.999748},"labels":[],"label_agreement":null},{"id":"W4413625778","doi":"10.1037/ocp0000406","title":"The “room to share”: An ecological perspective on mental health disclosure at work.","year":2025,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Ottawa","funders":"","keywords":"Perspective (graphical); Psychology; Mental health; Work (physics); Work environment; Applied psychology; Occupational stress; Social psychology; Job satisfaction; Psychiatry","score_opus":0.1361702298377927,"score_gpt":0.5825271895390508,"score_spread":0.4463569597012581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413625778","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2507434,0.0010685914,0.00015746366,0.73683584,0.004062435,0.000988861,0.00008531432,0.00002611196,0.006032011],"genre_scores_gemma":[0.7190881,0.0011487163,0.00046182916,0.27062392,0.001212208,0.000116796444,0.000042512722,0.000024966484,0.007280977],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99572766,0.0015888033,0.0012235536,0.0003080506,0.00040842537,0.0007435178],"domain_scores_gemma":[0.99709344,0.0009503494,0.00086538674,0.00025517584,0.00048482575,0.0003508166],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026341078,0.00019002693,0.00049190636,0.00024577253,0.0030783105,0.000010092895,0.00036185465,0.00014364992,0.00027162745],"category_scores_gemma":[0.00031786528,0.00011659325,0.00012572992,0.00039588506,0.000091803195,0.00007854481,0.00014582177,0.00091887056,0.00011046649],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038570345,0.00045176287,0.223288,0.000025077481,0.00008278626,0.0000028253155,0.0042395866,0.00000920538,0.000001326252,0.01962816,0.7456519,0.0027623435],"study_design_scores_gemma":[0.0010265071,0.0021692954,0.72450465,0.00017425831,0.0000040393934,0.0000045851584,0.001914541,0.00000107081,1.2933496e-7,0.0016779192,0.26845852,0.00006444654],"about_ca_topic_score_codex":0.000044061304,"about_ca_topic_score_gemma":0.001237977,"teacher_disagreement_score":0.50121665,"about_ca_system_score_codex":0.002055646,"about_ca_system_score_gemma":0.0010446344,"threshold_uncertainty_score":0.99821955},"labels":[],"label_agreement":null},{"id":"W4413683928","doi":"10.1080/09540261.2025.2549779","title":"Marginality and psychiatry – two intersecting worlds: psychiatrist- and lived-experience perspectives","year":2025,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Lived experience; Psychology; Psychoanalysis; Psychiatry","score_opus":0.03413201439442186,"score_gpt":0.46372916139181247,"score_spread":0.4295971469973906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413683928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41475457,0.35983935,0.00036710384,0.14539312,0.009770906,0.0010013157,0.0000360573,0.00009012872,0.06874744],"genre_scores_gemma":[0.85842776,0.11834709,0.00702978,0.011306925,0.0010622756,0.00024478478,0.000015547286,0.000030425897,0.003535377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980073,0.00021903604,0.0008318697,0.0004427145,0.0002545589,0.0002445414],"domain_scores_gemma":[0.99871415,0.00021435249,0.0004351642,0.00025115916,0.00031900473,0.00006619481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006860259,0.00021849317,0.00042867017,0.00018178807,0.0003897196,0.00001328922,0.00027008832,0.00006409921,0.0003195806],"category_scores_gemma":[0.0003047786,0.000188125,0.00012100721,0.00025535258,0.00020016462,0.00015200039,0.0002869474,0.00040424548,0.0000100858715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051940136,0.000087660024,0.8198994,0.0043060947,0.00015372272,2.3367781e-7,0.0018842252,4.3825022e-8,0.000004603365,0.15349525,0.017213985,0.0029028587],"study_design_scores_gemma":[0.0018683338,0.00010751113,0.811217,0.045075286,0.00020760656,0.0000072874363,0.042719617,0.000020586793,0.0000018725046,0.03900062,0.05937221,0.00040207885],"about_ca_topic_score_codex":0.0002457678,"about_ca_topic_score_gemma":0.0005025587,"teacher_disagreement_score":0.44367322,"about_ca_system_score_codex":0.00006699149,"about_ca_system_score_gemma":0.0002114345,"threshold_uncertainty_score":0.7671515},"labels":[],"label_agreement":null},{"id":"W4413775898","doi":"10.1177/10482911251366462","title":"An Analysis of University Mental Health Initiatives Aimed at Academic Workers","year":2025,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Carleton University; Memorial University of Newfoundland","funders":"","keywords":"Psychological intervention; Managerialism; Mental health; Productivity; Workload; Public relations; Work (physics); Psychology; Medical education; Sociology; Nursing; Political science; Medicine; Economic growth; Management; Psychiatry; Engineering","score_opus":0.0565853071959653,"score_gpt":0.44486325903460955,"score_spread":0.3882779518386442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413775898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94578063,0.0034052993,0.0006344028,0.04811767,0.00018657772,0.00040420858,0.0008042863,0.000012214654,0.00065467664],"genre_scores_gemma":[0.9885825,0.006717615,0.0003021547,0.0033429717,0.0001386711,0.000001489716,0.000101504396,0.0000058752294,0.0008072015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977257,0.0006391386,0.0008046307,0.00015682308,0.00026753062,0.00040614788],"domain_scores_gemma":[0.9983752,0.00026532484,0.0008916918,0.00010600945,0.000030194302,0.00033163134],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007899149,0.00013171697,0.00046047868,0.0008810114,0.0017032027,0.0000018944039,0.00012912117,0.00008905724,0.0002101413],"category_scores_gemma":[0.000033027958,0.00012242331,0.000132244,0.00055325025,0.00021173668,0.0002526174,0.00015732067,0.00034475297,0.000004099902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055225415,0.00015830915,0.97199184,0.000052802952,0.00054999674,4.228866e-7,0.005836647,0.00007810513,0.000077657285,0.008173937,0.008626311,0.003901694],"study_design_scores_gemma":[0.0011243363,0.00028448532,0.97413695,0.00013075906,0.00010924757,0.0000010244452,0.0064805257,0.000065879874,0.0000012891297,0.00018832025,0.017407931,0.00006926057],"about_ca_topic_score_codex":0.0024397098,"about_ca_topic_score_gemma":0.0007804303,"teacher_disagreement_score":0.0447747,"about_ca_system_score_codex":0.0019465897,"about_ca_system_score_gemma":0.00154199,"threshold_uncertainty_score":0.9995964},"labels":[],"label_agreement":null},{"id":"W4413791031","doi":"10.1257/aer.20230490","title":"Labor Market Power, Self-Employment, and Development","year":2025,"lang":"en","type":"article","venue":"American Economic Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Power (physics); Business; Self-employment; Labour economics; Economics; Entrepreneurship; Finance","score_opus":0.024136267480691045,"score_gpt":0.38708947548699374,"score_spread":0.3629532080063027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413791031","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14564005,0.27173936,0.000047147674,0.065842725,0.0015056955,0.003951565,0.000041790394,0.0005069058,0.5107248],"genre_scores_gemma":[0.03369145,0.8380724,0.0021712247,0.0783756,0.00012713857,0.0013316808,0.000021340617,0.00005720899,0.04615194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984728,0.00022251051,0.0006132094,0.00030517724,0.0000423459,0.00034392005],"domain_scores_gemma":[0.9991083,0.00024930612,0.00027371416,0.00026170435,0.000032044885,0.00007492302],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055659935,0.00017813416,0.00059637346,0.000060445524,0.00038257797,0.0000062094114,0.00013632001,0.0000266202,0.000983075],"category_scores_gemma":[0.00004569981,0.00015154092,0.00004141644,0.00010918584,0.0000926337,0.00005957925,0.00022359626,0.00015040413,0.0004978037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009132492,0.000026793849,0.3509151,0.0015693025,0.00024873632,0.0000010337153,0.0005097957,2.1144517e-8,6.404642e-7,0.0021540723,0.50207156,0.14249381],"study_design_scores_gemma":[0.00020024594,0.000021308122,0.14769745,0.0013133505,0.000036203273,2.7923375e-7,0.00029979864,5.8003087e-7,9.845127e-7,0.000041200485,0.8502622,0.00012638466],"about_ca_topic_score_codex":0.00015582934,"about_ca_topic_score_gemma":0.00014714028,"teacher_disagreement_score":0.56633306,"about_ca_system_score_codex":0.00023681455,"about_ca_system_score_gemma":0.000326223,"threshold_uncertainty_score":0.99993014},"labels":[],"label_agreement":null},{"id":"W4413855951","doi":"10.1007/978-3-031-93138-3_2","title":"The Social Psychology of Work","year":2025,"lang":"en","type":"book-chapter","venue":"Handbooks of sociology and social research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Work (physics); Sociology; Applied psychology; Psychoanalysis; Engineering; Mechanical engineering","score_opus":0.2940169723576821,"score_gpt":0.5782874269837284,"score_spread":0.2842704546260463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413855951","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035951855,0.008567632,0.0000060127277,0.02204203,0.0005529361,0.00079539337,0.00007637018,0.000022478067,0.96434194],"genre_scores_gemma":[0.06756592,0.0077772858,0.000010864904,0.0005235039,0.0010759071,0.00013358548,0.000028881437,0.0000346659,0.92284936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997118,0.00095832837,0.0006547749,0.0003019313,0.00034753146,0.0006194592],"domain_scores_gemma":[0.9943727,0.004301479,0.00034417165,0.0001743256,0.00077447976,0.000032798922],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0030010368,0.00019567265,0.00076613773,0.000160759,0.005296967,0.000002939499,0.0003449544,0.0016432647,0.00020001431],"category_scores_gemma":[0.00023503268,0.00014437738,0.00019736281,0.00003922782,0.0071881725,0.0000125091165,0.00056659064,0.0024272448,0.000024736039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038688022,0.000012267344,0.0021824474,0.00027025974,0.0003777072,0.0000014753339,0.02044927,1.0661861e-9,0.00001638342,0.77391684,0.19186802,0.010518433],"study_design_scores_gemma":[0.0008298203,0.00018245916,0.008954119,0.0003498191,0.00006996125,8.8317606e-8,0.0046164137,3.8887197e-8,0.0000034962786,0.48988926,0.4949515,0.00015303605],"about_ca_topic_score_codex":0.00004336388,"about_ca_topic_score_gemma":0.00009261394,"teacher_disagreement_score":0.30308345,"about_ca_system_score_codex":0.000061791725,"about_ca_system_score_gemma":0.0004580688,"threshold_uncertainty_score":0.9998742},"labels":[],"label_agreement":null},{"id":"W4413868671","doi":"10.5539/ijps.v17n3p25","title":"Economic Stability, Resilience, and Life Satisfaction among Afghan Refugees Residing in Pakistan","year":2025,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee; Psychology; Afghan; Resilience (materials science); Life satisfaction; Psychological resilience; Social psychology; Political science","score_opus":0.09123801056964324,"score_gpt":0.5303006798426853,"score_spread":0.439062669273042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413868671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98070896,0.0024925703,0.000037810416,0.009442722,0.0021147141,0.00014770446,0.0000050019053,0.000014116424,0.005036375],"genre_scores_gemma":[0.9953128,0.003454479,0.00010157739,0.0005705975,0.00024834173,0.000016117052,4.2755178e-7,0.0000037843222,0.0002918695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827135,0.00027576945,0.00087159296,0.00019376844,0.00019968151,0.00018785756],"domain_scores_gemma":[0.99843,0.00080550427,0.00036816337,0.000074410134,0.00027332007,0.00004856336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010903481,0.00011454164,0.00033077574,0.00023133493,0.00024273175,0.000016469725,0.00018312404,0.000084434934,0.00009161314],"category_scores_gemma":[0.000679925,0.00008082381,0.00005912772,0.00008810869,0.00022940879,0.00018085683,0.0002070035,0.00040858952,0.000005481236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028105016,0.000038143073,0.9850757,0.000019603054,0.0001741224,0.000013768564,0.0010571853,0.0000064657866,0.00005987601,0.0045116544,0.005996647,0.0027657698],"study_design_scores_gemma":[0.00087992684,0.00010876348,0.97657514,0.0003622772,0.000013316525,0.0000014668246,0.0060083405,0.000002238771,0.000011004705,0.013190852,0.0027797867,0.000066903835],"about_ca_topic_score_codex":0.00012731954,"about_ca_topic_score_gemma":0.00185975,"teacher_disagreement_score":0.014603821,"about_ca_system_score_codex":0.0003347413,"about_ca_system_score_gemma":0.000037210742,"threshold_uncertainty_score":0.32958993},"labels":[],"label_agreement":null},{"id":"W4413868733","doi":"10.1111/1467-8454.70006","title":"Social Security Schemes, Economic Crisis, and Child Education: An Empirical Study During the <scp>COVID</scp> ‐19 Pandemic in Thailand","year":2025,"lang":"en","type":"article","venue":"Australian Economic Papers","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Assumption University","funders":"Mahasarakham University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Economic growth; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Economics; Virology; Medicine","score_opus":0.05155806105303037,"score_gpt":0.42368391244367737,"score_spread":0.372125851390647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413868733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781906,0.00017034181,5.4279468e-8,0.0067276745,0.00058818003,0.00096548116,0.000030740866,0.00007250598,0.013254399],"genre_scores_gemma":[0.99207246,0.00018590498,0.0000027662002,0.0016651674,0.0004638874,0.00019788509,0.00001788312,0.000018270464,0.005375756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979333,0.0003908273,0.00057333644,0.00053030223,0.0000510127,0.00052121695],"domain_scores_gemma":[0.9991294,0.00025883724,0.00016441055,0.00029589998,0.000011763747,0.00013968574],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006563023,0.00024798207,0.00037993063,0.00013435222,0.0015333368,0.000042370608,0.0002700855,0.00018453503,0.00017269595],"category_scores_gemma":[0.000045823388,0.00021175943,0.00006594572,0.00007507057,0.00013715183,0.00020134143,0.00018806876,0.0006248085,0.00006935557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012596736,0.00008467487,0.9579009,0.000063533,0.0000944958,9.842203e-7,0.016362606,0.0000044351655,0.0000024189046,0.0005017307,0.024862384,0.00010927844],"study_design_scores_gemma":[0.0012027058,0.000030392759,0.8362857,0.000031221618,0.000038820417,0.000001609119,0.06920354,0.0000027715707,0.0000010960898,0.0006781605,0.092442535,0.00008141229],"about_ca_topic_score_codex":0.002120562,"about_ca_topic_score_gemma":0.014929114,"teacher_disagreement_score":0.12161513,"about_ca_system_score_codex":0.00078791264,"about_ca_system_score_gemma":0.0005432029,"threshold_uncertainty_score":0.9997665},"labels":[],"label_agreement":null},{"id":"W4414057678","doi":"10.1017/bpp.2025.10017","title":"Behaviorally informed interventions can increase take-up of public employment services, but conversion remains challenging: insights from an RCT in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Behavioural Public Policy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of British Columbia; University of British Columbia","funders":"Government of Canada","keywords":"Psychological intervention; Randomized controlled trial; Government (linguistics); Test (biology); Population; Control (management); Quality (philosophy); Intervention (counseling)","score_opus":0.07607295776570847,"score_gpt":0.3740870598181392,"score_spread":0.29801410205243073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414057678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98199105,0.00034879713,0.0000042616016,0.013110442,0.00081877754,0.0012237601,0.0012753123,0.00014910649,0.0010784615],"genre_scores_gemma":[0.98833376,0.00014723428,0.000025703142,0.0021036593,0.00012823191,0.00036035638,0.0017963734,0.000040211246,0.0070644496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956892,0.0006128834,0.0015036495,0.00053015864,0.00057737145,0.0010867339],"domain_scores_gemma":[0.99750495,0.00018015677,0.00053691096,0.0006474924,0.0005838233,0.000546651],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039890123,0.00030547832,0.00071563816,0.0006183935,0.0010553957,0.00017425766,0.0007489034,0.00031274746,0.0004978253],"category_scores_gemma":[0.0002710475,0.00042185598,0.00018981697,0.0009008594,0.00015424645,0.00077718945,0.00070493226,0.0006740902,0.0000053206772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012409441,0.00041113188,0.98598135,0.0002758939,0.00007105422,0.000030855586,0.0019010337,1.6432475e-7,0.000023259297,0.0015556723,0.006108521,0.0036286889],"study_design_scores_gemma":[0.0027018902,0.000107397325,0.9751268,0.0010879042,0.0000866726,0.0000015631109,0.009653525,0.0000105702,0.000006807076,0.0004336396,0.010436235,0.00034698466],"about_ca_topic_score_codex":0.99911696,"about_ca_topic_score_gemma":0.99988043,"teacher_disagreement_score":0.011006783,"about_ca_system_score_codex":0.0026882011,"about_ca_system_score_gemma":0.0061994307,"threshold_uncertainty_score":0.99982333},"labels":[],"label_agreement":null},{"id":"W4414112319","doi":"10.1136/oemed-2025-110194","title":"Mental health effects of unemployment and re-employment: a systematic review and meta-analysis of longitudinal studies","year":2025,"lang":"en","type":"review","venue":"Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Unemployment; Mental health; Anxiety; Grading (engineering); Systematic review; Longitudinal study; Meta-analysis","score_opus":0.15073523038911585,"score_gpt":0.47694212109169953,"score_spread":0.3262068907025837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414112319","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051678722,0.9931157,0.0000044877593,0.0015985245,0.000082353705,0.004454586,0.00063862413,0.000009906267,0.000044103657],"genre_scores_gemma":[0.00022076104,0.99625486,0.00002314063,0.00078517356,0.000022861881,0.0009821539,0.00052012946,0.00001756982,0.0011733585],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9958554,0.0008266615,0.0020364174,0.0005079774,0.0005133996,0.00026014374],"domain_scores_gemma":[0.9959565,0.0020319512,0.001555235,0.00030055916,0.00002905259,0.00012672514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009863023,0.0005269558,0.009132348,0.00040111245,0.00035771777,0.0000016568538,0.00010047826,0.000111094385,0.00014023787],"category_scores_gemma":[0.0002070575,0.00030438276,0.0004613737,0.00035611715,0.00050773047,0.000055976703,0.00039169,0.00021900902,0.0000011578123],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009270677,0.00006510971,0.00179942,0.9018051,0.092479974,0.0000011606007,0.0007898051,4.0050843e-8,1.00662255e-7,0.0001698229,0.0012332067,0.0016469792],"study_design_scores_gemma":[0.00052505184,0.0004066517,0.0013544376,0.23181388,0.7519171,0.000002796169,0.0006107134,7.9124726e-7,1.2081551e-7,0.00003451052,0.013090636,0.00024332323],"about_ca_topic_score_codex":0.00010829933,"about_ca_topic_score_gemma":0.000049712846,"teacher_disagreement_score":0.66999125,"about_ca_system_score_codex":0.00015515696,"about_ca_system_score_gemma":0.000057947174,"threshold_uncertainty_score":0.9999408},"labels":[],"label_agreement":null},{"id":"W4414180050","doi":"10.1177/00420980251361626","title":"Profiling caregivers: Caregiving workload, mobility, stress, and remote work difficulties","year":2025,"lang":"en","type":"article","venue":"Urban Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Centro de Desarrollo Urbano Sustentable","keywords":"Profiling (computer programming); Socioeconomic status; Variety (cybernetics); Work (physics); Multivariate analysis; Multivariate statistics; Survey data collection; Focus group","score_opus":0.05163220019836862,"score_gpt":0.3836458836293186,"score_spread":0.33201368343095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414180050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8362454,0.14339373,0.000062567226,0.0050052716,0.0016974637,0.0012570872,0.000023866,0.00039575784,0.011918847],"genre_scores_gemma":[0.9641752,0.006296725,0.00038564473,0.0003137469,0.00035991703,0.00013846053,0.000005913487,0.000024042696,0.028300334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805766,0.00022900294,0.00045042112,0.00048286223,0.00019883571,0.00058123894],"domain_scores_gemma":[0.9982933,0.00084653695,0.00014498831,0.00032477244,0.00033399186,0.000056452565],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00030734943,0.0003005981,0.0005767914,0.00012854712,0.0020740055,0.000020360487,0.00015129682,0.00012707795,0.00001277156],"category_scores_gemma":[0.000526213,0.00023608514,0.00007903232,0.000384893,0.0003879236,0.000105238345,0.00090306456,0.0004287149,0.000015107209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005137703,0.000025479656,0.9213263,0.001052831,0.0004824027,0.000005263267,0.027227271,0.00000233909,0.0000075530834,0.00096213975,0.04322981,0.0056272624],"study_design_scores_gemma":[0.001653631,0.00008242469,0.57022923,0.010453108,0.00034942923,2.1461541e-7,0.391769,0.00000815122,0.00009341701,0.0021898123,0.022537291,0.0006343328],"about_ca_topic_score_codex":0.00032109165,"about_ca_topic_score_gemma":0.0008845293,"teacher_disagreement_score":0.3645417,"about_ca_system_score_codex":0.00020093493,"about_ca_system_score_gemma":0.000063198124,"threshold_uncertainty_score":0.99922514},"labels":[],"label_agreement":null},{"id":"W4414201601","doi":"10.4103/ljmh.ljmh_1_25","title":"Indices of Inadequate Mental Wellbeing in High-income and Low-income Countries: A Comparative Analysis","year":2025,"lang":"en","type":"article","venue":"Lebanese Journal of Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Investment (military); Socioeconomic status; Depression (economics); Subsidy; Goods and services; Mental illness; Ethnic group; Work (physics)","score_opus":0.023163123840420918,"score_gpt":0.40648012356915064,"score_spread":0.38331699972872973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414201601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98417664,0.0036086335,0.000017572167,0.010591415,0.00055569346,0.0005400382,0.00006207448,0.0000092175,0.00043871207],"genre_scores_gemma":[0.9967113,0.0021109567,0.0001030875,0.00064031594,0.00006620684,0.00001034151,0.00001216258,0.000007576436,0.0003380578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965338,0.00067772245,0.0016921932,0.00018927877,0.00045372028,0.0004532979],"domain_scores_gemma":[0.9977317,0.00048530826,0.0013580859,0.00013261549,0.00014040885,0.00015192258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018045753,0.00021233688,0.0012471515,0.0010420356,0.0006014003,0.000010844328,0.00019760075,0.000098246586,0.00007982158],"category_scores_gemma":[0.000026192085,0.00016667727,0.000121243436,0.000986621,0.00015689865,0.00025597203,0.00017690338,0.0006090988,0.000003960686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005307081,0.00011826418,0.9662024,0.00095795724,0.00064180925,0.000010936745,0.029672496,0.000016708884,0.000028974666,0.0011226317,0.00046900977,0.00022813241],"study_design_scores_gemma":[0.0041199327,0.0005379789,0.9681925,0.0035461113,0.00015544092,0.00000401727,0.021573208,0.00010635034,0.00007368507,0.000552064,0.0009890588,0.00014961537],"about_ca_topic_score_codex":0.0027941358,"about_ca_topic_score_gemma":0.004809662,"teacher_disagreement_score":0.012534651,"about_ca_system_score_codex":0.00067827344,"about_ca_system_score_gemma":0.00039968276,"threshold_uncertainty_score":0.6796902},"labels":[],"label_agreement":null},{"id":"W4414240583","doi":"10.22329/cjpp.v7i1.8208","title":"Care Worker Migration and the Responsibility for Rectifying Injustice","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Practical Philosophy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Injustice; Focus (optics); Inequality; Moral responsibility; Care work; Social responsibility; Economic Justice","score_opus":0.14850177360382538,"score_gpt":0.4523891757864419,"score_spread":0.3038874021826165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414240583","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32211918,0.0018928789,0.0002978576,0.65873414,0.0024191828,0.0012976379,0.000048709175,0.000031217976,0.01315918],"genre_scores_gemma":[0.9966207,0.00007343923,0.00028279907,0.0017282708,0.0010139319,0.00003056911,0.000002911138,0.000013498685,0.00023389039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847305,0.00059662526,0.00040322158,0.000109512395,0.00013065244,0.00028694244],"domain_scores_gemma":[0.9941764,0.004672448,0.00023696368,0.0001250016,0.00051795517,0.00027125483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021559088,0.000084109495,0.00020469264,0.00015216005,0.001290399,0.000021779559,0.000077015706,0.00009248107,0.000033468452],"category_scores_gemma":[0.008287192,0.000053792734,0.00007510743,0.00023741566,0.00019488992,0.00019433677,0.000023466271,0.0005705618,0.0000202935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072383643,0.000030276535,0.27040178,0.00092433894,0.0005042967,0.00025992142,0.09171069,0.00001978974,0.00003929212,0.39489096,0.22455648,0.009423825],"study_design_scores_gemma":[0.006034866,0.0005261816,0.14925608,0.000728657,0.00061056315,0.000045496796,0.05145812,0.00011701708,0.000009983164,0.42221963,0.36864156,0.00035183848],"about_ca_topic_score_codex":0.0015322239,"about_ca_topic_score_gemma":0.020527104,"teacher_disagreement_score":0.67450154,"about_ca_system_score_codex":0.00014052188,"about_ca_system_score_gemma":0.0009324173,"threshold_uncertainty_score":0.99734575},"labels":[],"label_agreement":null},{"id":"W4414243724","doi":"10.1007/s12144-025-08404-8","title":"Long-term transitional impact and mental health consequences of COVID-19 pandemic in North America and Turkey: A cross-national comparison","year":2025,"lang":"en","type":"article","venue":"Current Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mental health; Psychological distress; Pandemic; Distress; Coronavirus disease 2019 (COVID-19); Longitudinal study; Psychological intervention","score_opus":0.16856756195961736,"score_gpt":0.5851852663587661,"score_spread":0.41661770439914875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414243724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97512525,0.009864906,0.00029994128,0.013092133,0.00050565397,0.0004916311,0.0003680991,0.000023118691,0.00022924128],"genre_scores_gemma":[0.9945848,0.0029303664,0.000018609757,0.0021038062,0.000035695404,0.000059573107,0.00023549054,0.000004156867,0.00002747384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845415,0.00033893177,0.0005294413,0.00027782834,0.00012367891,0.00027598656],"domain_scores_gemma":[0.99926853,0.00029743143,0.00019276993,0.00007216825,0.00006012923,0.000108997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027640312,0.0001280491,0.00036839492,0.00020186784,0.0003388226,0.0000045246047,0.00007258519,0.00006647462,0.00010760577],"category_scores_gemma":[0.000058890375,0.00010902842,0.000034786095,0.00020667141,0.000692583,0.000053961066,0.000045370754,0.00033617258,0.0000028543284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021299081,0.0001426673,0.9835686,0.00030264913,0.000037191123,5.4552686e-7,0.004121386,0.0000052042437,0.000025162706,0.00040087322,0.0074115405,0.0037711984],"study_design_scores_gemma":[0.0021005317,0.000117350486,0.9905264,0.000104685576,0.0000053678295,0.0000037503794,0.00026320628,0.000014608773,2.0465232e-7,0.0010122766,0.005775481,0.0000761739],"about_ca_topic_score_codex":0.00018073068,"about_ca_topic_score_gemma":0.0011926113,"teacher_disagreement_score":0.019459553,"about_ca_system_score_codex":0.00015546657,"about_ca_system_score_gemma":0.0005080038,"threshold_uncertainty_score":0.444605},"labels":[],"label_agreement":null},{"id":"W4414336749","doi":"10.1080/13642987.2025.2555324","title":"On the concepts of human security, dignity and vulnerability: understanding the mechanisms of being ‘at risk’","year":2025,"lang":"en","type":"article","venue":"The International Journal of Human Rights","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dignity; Human rights; Non-human","score_opus":0.0700089553266677,"score_gpt":0.42442573404217027,"score_spread":0.3544167787155026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414336749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819699,0.00006424688,0.00029470288,0.00741972,0.0005070622,0.00024231069,0.000013294054,0.000006767015,0.009481992],"genre_scores_gemma":[0.9989364,0.000019002977,0.0000035331584,0.0003063617,0.00012809678,0.000004585026,0.0000011616452,0.0000050700514,0.00059578085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980338,0.0006340454,0.000616011,0.00008721035,0.00050173077,0.00012716555],"domain_scores_gemma":[0.99634475,0.002329655,0.0007982847,0.00017010611,0.00033616959,0.000021068185],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002026904,0.00010404007,0.00022865873,0.000093413146,0.0021578984,0.000014272444,0.00055675337,0.00004487239,0.00018599385],"category_scores_gemma":[0.00012940254,0.000042903215,0.00010762691,0.00005697495,0.00035660833,0.00006198084,0.0003036312,0.0005536966,0.000001332697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008691942,0.000047814658,0.0061080474,0.000019982597,0.00037170565,0.0000018206513,0.010699443,0.0000032305586,0.0010859129,0.9792577,0.0023041188,0.000013312514],"study_design_scores_gemma":[0.0006135166,0.00013911672,0.0068128854,0.00044288466,0.0000806679,0.000001483539,0.003897314,0.000010516533,0.002933415,0.984852,0.00017375658,0.000042455653],"about_ca_topic_score_codex":0.00023956312,"about_ca_topic_score_gemma":0.0013205748,"teacher_disagreement_score":0.016966503,"about_ca_system_score_codex":0.00019927022,"about_ca_system_score_gemma":0.000035677254,"threshold_uncertainty_score":0.99914116},"labels":[],"label_agreement":null},{"id":"W4414345423","doi":"10.1101/2025.09.17.25336025","title":"Governing birth in a pandemic: A policy analysis of maternity hospital restrictions in Ontario during the COVID-19 pandemic","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Equity (law); Pandemic; Thematic analysis; Public policy; Health policy; Public health; Policy analysis; Health care; Health equity","score_opus":0.09022909625557317,"score_gpt":0.4159724224847108,"score_spread":0.3257433262291376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414345423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933536,0.00021264276,0.000030333404,0.0030097426,0.00041278818,0.0009652177,0.00030412083,0.000104483704,0.0016070704],"genre_scores_gemma":[0.988177,0.0009953589,0.000012011783,0.0003471819,0.000087440596,0.0005371245,0.00004079611,0.000015813184,0.009787266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649715,0.00090998143,0.0011501499,0.00054502237,0.00032956072,0.00056815933],"domain_scores_gemma":[0.9975556,0.00094966864,0.00064268045,0.0006682594,0.00008328702,0.00010048682],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014516697,0.00031394456,0.0009271293,0.0014813675,0.000504875,0.000011658053,0.0005150235,0.00040691867,0.00018854126],"category_scores_gemma":[0.0012238516,0.00024115322,0.00027123326,0.0017592624,0.00010157052,0.00004753113,0.0015958888,0.0026300985,0.000008030196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054557877,0.00007054527,0.9722596,0.00054881774,0.0005286203,0.000009368398,0.024808533,0.0014961107,0.000008676376,0.00010478105,0.00008578445,0.000024650375],"study_design_scores_gemma":[0.0006440762,0.000013684025,0.99053067,0.00034849343,0.00024414976,2.709335e-7,0.001691632,0.000059677564,4.6931223e-7,0.0004138526,0.005861718,0.00019132471],"about_ca_topic_score_codex":0.8156391,"about_ca_topic_score_gemma":0.9571781,"teacher_disagreement_score":0.14153904,"about_ca_system_score_codex":0.0034318399,"about_ca_system_score_gemma":0.0022940561,"threshold_uncertainty_score":0.99967086},"labels":[],"label_agreement":null},{"id":"W4414384765","doi":"10.22215/cujs.v5i2.5332","title":"Young Workers' Responses to Mental Ill-Health in the Workplace","year":2025,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Mental health; Thematic analysis; Reflexivity; Psychological intervention; Mental state; Qualitative research; Mental illness","score_opus":0.04035298710454005,"score_gpt":0.4202009676888723,"score_spread":0.3798479805843322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414384765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5214862,0.0009608367,0.00023396163,0.4603446,0.0030311751,0.0005843734,0.0000035149803,0.000014251938,0.013341065],"genre_scores_gemma":[0.97550285,0.00052683224,0.00024589282,0.014107972,0.00015929434,0.0000151812255,4.323774e-7,0.0000074900963,0.009434069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968758,0.00067742274,0.00083043915,0.00021927553,0.0007068722,0.00069015636],"domain_scores_gemma":[0.9981546,0.00064694986,0.0003898678,0.0002462829,0.0003980439,0.00016426889],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006879506,0.00015208876,0.0003468906,0.00080934976,0.0019203363,0.00005412967,0.0008262565,0.000050387647,0.000017659953],"category_scores_gemma":[0.00081610656,0.00009361822,0.00008905406,0.0025268272,0.00047904713,0.00029244056,0.00021312246,0.00068598974,0.00001926565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045742613,0.00009670416,0.49502248,0.000049469276,0.00004014552,0.000021134445,0.03304396,0.000026316568,0.00060988567,0.006827494,0.45891777,0.004887215],"study_design_scores_gemma":[0.002301704,0.00059400784,0.6230571,0.0025758317,0.00003767873,0.000029968185,0.1860346,0.000019115527,0.00008993457,0.010116144,0.17484266,0.00030123597],"about_ca_topic_score_codex":0.00021427048,"about_ca_topic_score_gemma":0.00045730176,"teacher_disagreement_score":0.45401666,"about_ca_system_score_codex":0.00079787394,"about_ca_system_score_gemma":0.00193301,"threshold_uncertainty_score":0.99937904},"labels":[],"label_agreement":null},{"id":"W4414513010","doi":"10.1332/policypress/9781447373032.001.0001","title":"Vulnerabilities in Paid Care Work","year":2025,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Care work; Context (archaeology); Psychological intervention; Active listening; Unpaid work; Paid work; Work (physics); Qualitative research","score_opus":0.08327014146965259,"score_gpt":0.42237697760987847,"score_spread":0.33910683614022585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414513010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008423389,0.0046890755,0.0000013062603,0.00071833,0.0008193726,0.0016455913,0.00023502896,0.00023526256,0.9915718],"genre_scores_gemma":[0.0011722995,0.00021690351,0.000017580662,0.0016463903,0.0020662309,0.0013404618,0.00009610415,0.0000744359,0.9933696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970489,0.00049225986,0.000798394,0.0005117401,0.00028673638,0.000861928],"domain_scores_gemma":[0.99779814,0.0009824974,0.00024507032,0.0006885139,0.00018875687,0.00009701404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024867922,0.000491209,0.0008331236,0.0004387151,0.00059008185,0.000015841639,0.00041589196,0.00074646284,0.00005797582],"category_scores_gemma":[0.00024177223,0.0004478276,0.00017852285,0.000038516577,0.00017631547,0.000029052577,0.0007472699,0.0016710763,0.00005348469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007689069,0.00001196453,0.005313018,0.0039269393,0.00012864868,0.000010386019,0.04677567,0.0000014390913,1.757028e-7,0.26230952,0.67462295,0.0068223854],"study_design_scores_gemma":[0.00055369484,0.000028528808,0.0008612596,0.0031422998,0.000049896786,7.024571e-8,0.0008029356,1.3602843e-7,0.0000040986547,0.01680883,0.97738767,0.00036060662],"about_ca_topic_score_codex":0.0071244766,"about_ca_topic_score_gemma":0.0026619115,"teacher_disagreement_score":0.30276468,"about_ca_system_score_codex":0.00094404013,"about_ca_system_score_gemma":0.0018188371,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W4414513362","doi":"10.1332/policypress/9781447373032.003.0001","title":"Care and vulnerabilities: ideas, concepts, methods","year":2025,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Feeling; Focus (optics); Work (physics); Qualitative research; Care work","score_opus":0.1040789787242966,"score_gpt":0.49943464269652754,"score_spread":0.39535566397223093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414513362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009615365,0.017472157,0.000077492405,0.00047581553,0.0006398217,0.0013735776,0.0004581351,0.0002408664,0.9792525],"genre_scores_gemma":[0.00023454538,0.0012735608,0.00093893806,0.002018084,0.0014019058,0.00042728588,0.000044301418,0.000086645356,0.99357474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742883,0.0004460352,0.00070644665,0.00058791897,0.00022221077,0.0006085562],"domain_scores_gemma":[0.99707115,0.0015192663,0.00030715336,0.00063860393,0.00029791906,0.00016590794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000350902,0.00054743397,0.0008949915,0.00022649391,0.0009898446,0.000020467265,0.00026916616,0.0006927661,0.0001481422],"category_scores_gemma":[0.0002864315,0.00048370566,0.00017482412,0.000008226837,0.00041450074,0.000032324315,0.00086838065,0.0011564266,0.000016577269],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025031373,0.0000018799929,0.00009375734,0.0020662085,0.00020619087,0.0000024354945,0.016687516,7.4570195e-8,0.0000020556388,0.8897531,0.043043736,0.048118],"study_design_scores_gemma":[0.000471098,0.000053543125,0.000035722285,0.0011430514,0.00016368192,4.644477e-7,0.0009083165,9.0313546e-7,0.000017178445,0.0704956,0.92633426,0.000376182],"about_ca_topic_score_codex":0.0058188257,"about_ca_topic_score_gemma":0.00034607854,"teacher_disagreement_score":0.8832905,"about_ca_system_score_codex":0.00023555227,"about_ca_system_score_gemma":0.0005270093,"threshold_uncertainty_score":0.99976146},"labels":[],"label_agreement":null},{"id":"W4414513600","doi":"10.7202/1119811ar","title":"<i>La relation entre les inégalités socioéconomiques et l’anxiété en situation de choix de carrière : l’apport de l’analyse de l’activité</i>","year":2025,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Moncton","funders":"","keywords":"Context (archaeology); Relation (database); Work (physics); Qualitative analysis","score_opus":0.23354379051061214,"score_gpt":0.5032331555173348,"score_spread":0.2696893650067227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414513600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6777603,0.013202837,0.06267266,0.19414401,0.00039059154,0.0009589081,0.00011125133,0.00028239837,0.050477043],"genre_scores_gemma":[0.9220549,0.008190293,0.019761764,0.004168634,0.00051572983,0.00033170602,0.00009584349,0.000091361246,0.0447898],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.94427276,0.05271172,0.0011162156,0.00056304195,0.00022518114,0.0011110601],"domain_scores_gemma":[0.96664083,0.031759784,0.00065967184,0.00033972022,0.00033416905,0.0002658204],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.034290917,0.0005325748,0.0008118436,0.0003443681,0.00066180545,0.00007937618,0.00031667002,0.0018081452,0.00015699022],"category_scores_gemma":[0.012363876,0.00056226086,0.0003787966,0.00050137076,0.00040255277,0.0006911984,0.00018994503,0.0025178117,0.00004167197],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020844558,0.00028986044,0.3196456,0.0011389321,0.001007648,0.000012587924,0.56606567,0.000109621775,0.0013757373,0.067388885,0.01508422,0.027672809],"study_design_scores_gemma":[0.0014638643,0.00017766478,0.34812546,0.0024035065,0.00099708,0.0000055833784,0.34005627,0.00055601745,0.0016975706,0.2544498,0.0493857,0.0006814519],"about_ca_topic_score_codex":0.009192857,"about_ca_topic_score_gemma":0.0050816396,"teacher_disagreement_score":0.24429457,"about_ca_system_score_codex":0.0056567346,"about_ca_system_score_gemma":0.004936762,"threshold_uncertainty_score":0.9997834},"labels":[],"label_agreement":null},{"id":"W4414576733","doi":"10.1002/cdq.70004","title":"A Thematic Analysis of Obstacles to Workplace Caring as Perceived and Experienced by Working Adults","year":2025,"lang":"en","type":"article","venue":"The Career Development Quarterly","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Reflexivity; Qualitative research; Work (physics); Perception; Qualitative analysis; Point (geometry)","score_opus":0.032634537077702794,"score_gpt":0.34434170548641496,"score_spread":0.31170716840871215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414576733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399954,0.00047452142,0.00025285725,0.0014754898,0.00016390264,0.00063138705,0.0000030451486,0.000050215076,0.0029490462],"genre_scores_gemma":[0.9941784,0.000022149436,0.00024108926,0.0004916942,0.000014860437,0.00033639412,0.0000094192865,0.000009878877,0.004696107],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99849707,0.00016043476,0.0004982763,0.00026816834,0.0002223628,0.00035371108],"domain_scores_gemma":[0.9989235,0.00049343304,0.00012220046,0.0002723758,0.0001240751,0.00006445426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032918574,0.00018117676,0.0004265939,0.00023359607,0.0007322313,0.000018132798,0.00022983146,0.00006350034,0.000051543266],"category_scores_gemma":[0.000053343123,0.000120538716,0.000060321956,0.0008073092,0.000058013855,0.000043627188,0.000091518494,0.00012449993,0.000012166791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009726054,0.000022539816,0.17618605,0.000095054,0.0009618217,8.321662e-7,0.78079784,0.000003473039,0.0006216361,0.0003062484,0.0010728461,0.039834373],"study_design_scores_gemma":[0.0007881263,0.00014579803,0.45736188,0.0016804994,0.00047448807,1.4568582e-7,0.5339883,0.000068448986,0.00021886987,0.00013859778,0.0048236833,0.00031116602],"about_ca_topic_score_codex":0.0005303356,"about_ca_topic_score_gemma":0.0017966259,"teacher_disagreement_score":0.2811758,"about_ca_system_score_codex":0.00013867408,"about_ca_system_score_gemma":0.00011289641,"threshold_uncertainty_score":0.5631805},"labels":[],"label_agreement":null},{"id":"W4414590934","doi":"10.1016/j.socscimed.2025.118577","title":"Trajectories of immigrant workers with work-related injuries: the path to mistrust","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège de Maisonneuve; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Cegep Edouard Montpetit; Université de Montréal","funders":"Social Sciences and Humanities Research Council; Fonds de Recherche du Québec-Société et Culture; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Immigration; Ethnography; Rehabilitation; Face (sociological concept); Qualitative research; Wage","score_opus":0.02207520351352156,"score_gpt":0.38554156448801136,"score_spread":0.3634663609744898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414590934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9019716,0.00025743418,0.000047026173,0.058785487,0.0008713634,0.00059143134,0.000003794117,0.000048590126,0.037423298],"genre_scores_gemma":[0.99499273,0.00001496187,0.0000067640112,0.0011751003,0.00017409086,0.000058828187,0.0000012732164,0.000005107362,0.0035711674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984016,0.000102771846,0.000350209,0.0002113216,0.00050965464,0.0004244654],"domain_scores_gemma":[0.9990879,0.00027776716,0.00013407436,0.00016261503,0.00026877952,0.00006883776],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00128116,0.000115670744,0.00028153925,0.0000976876,0.0021776229,0.0000044849594,0.00034940866,0.00005740875,0.00011105467],"category_scores_gemma":[0.00043366678,0.00005682159,0.000028165061,0.0028322702,0.0024058756,0.000055345245,0.000084753185,0.0002711536,0.000004750364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014717411,0.00001712296,0.7598379,0.000049155467,0.00003760035,8.3479347e-7,0.1986581,4.0460623e-7,0.00027256215,0.009984918,0.027230978,0.0037632606],"study_design_scores_gemma":[0.000849858,0.00019915524,0.84525555,0.0013362807,0.00007996446,6.307372e-8,0.13727096,4.681137e-7,0.000057473088,0.0012669092,0.013561709,0.00012162109],"about_ca_topic_score_codex":0.0017520507,"about_ca_topic_score_gemma":0.00052759284,"teacher_disagreement_score":0.09302113,"about_ca_system_score_codex":0.0001099403,"about_ca_system_score_gemma":0.00045292053,"threshold_uncertainty_score":0.9991214},"labels":[],"label_agreement":null},{"id":"W4414705988","doi":"10.15173/glj.v16i3.6837","title":"Book Review of Marcel Paret (2022) Fractured Militancy: Precarious Resistance in South Africa after Racial Inclusion. Ithaca: Cornell University Press.","year":2025,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resistance (ecology)","score_opus":0.01381121541907716,"score_gpt":0.3049691994177148,"score_spread":0.2911579839986376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414705988","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058445167,0.97218376,0.00010500586,0.0043719485,0.00072189857,0.00065847195,0.0005264432,0.00002987226,0.015558075],"genre_scores_gemma":[0.851114,0.09630771,0.00020635805,0.01070609,0.00023705348,0.000020848373,0.0000115053135,0.000015868121,0.041380584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729127,0.0007960301,0.00072128733,0.00028532546,0.00037035052,0.0005357569],"domain_scores_gemma":[0.99856967,0.0001393483,0.00044589167,0.00027634358,0.00044121503,0.00012755813],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078894896,0.0002185725,0.00057105685,0.00007822953,0.0008765771,0.0000068349964,0.0003769992,0.00019279079,0.0009649726],"category_scores_gemma":[0.00035816894,0.0001883285,0.0001449541,0.00050622347,0.000092398164,0.00015266138,0.00088317133,0.0008143454,0.000011118197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019744164,0.00014915015,0.11693931,0.0047479873,0.00016779147,0.00027486702,0.03802383,0.0000031285765,0.0000034383606,0.0025187798,0.83489895,0.00029835443],"study_design_scores_gemma":[0.0011169739,0.000029576142,0.15555489,0.007204637,0.000079364974,3.6481194e-7,0.00017120462,8.1666536e-7,0.0000010803504,0.0021912737,0.83351827,0.00013155643],"about_ca_topic_score_codex":0.00009484665,"about_ca_topic_score_gemma":0.0004615377,"teacher_disagreement_score":0.87587607,"about_ca_system_score_codex":0.0006210832,"about_ca_system_score_gemma":0.0005316007,"threshold_uncertainty_score":0.99994826},"labels":[],"label_agreement":null},{"id":"W4414721668","doi":"10.1007/978-981-99-7842-7_232","title":"Impact of COVID-19 on South Asian Seniors in Peel Region, Canada","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"South asia; Independence (probability theory); Population; Asian Indian; Quality of life (healthcare); Health care","score_opus":0.06369055350297334,"score_gpt":0.40140780903441137,"score_spread":0.33771725553143805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414721668","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00062406546,0.0001042837,0.000010743576,0.013017319,0.00046607916,0.0008853221,0.00024513935,0.00005113815,0.9845959],"genre_scores_gemma":[0.06926789,0.00010541802,0.0000060337134,0.0026067495,0.00012702946,0.000027473092,0.00007779477,0.00003402782,0.9277476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981322,0.00009741418,0.00068763725,0.000352641,0.00032108964,0.00040901607],"domain_scores_gemma":[0.99836963,0.0005121436,0.00036526288,0.00042385733,0.00013254324,0.00019656106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019583701,0.00035713287,0.00070440286,0.00032539587,0.0003001597,0.000002017414,0.0001835785,0.00038687707,0.0015717475],"category_scores_gemma":[0.00030505453,0.00026501197,0.00017504426,0.000064919805,0.000058333786,0.000017228711,0.00014600865,0.0007961973,0.000025401112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001074595,0.000012306375,0.08056525,0.0004193992,0.00019097968,0.000055062537,0.003273964,0.000004090814,9.634204e-8,0.07992469,0.8351195,0.000327217],"study_design_scores_gemma":[0.0021259042,0.00032255938,0.049676564,0.0030036422,0.0001268067,9.858618e-7,0.0062816604,0.0000024027422,4.1553398e-7,0.009574064,0.9280587,0.0008263111],"about_ca_topic_score_codex":0.7991413,"about_ca_topic_score_gemma":0.9468236,"teacher_disagreement_score":0.14768231,"about_ca_system_score_codex":0.0016856246,"about_ca_system_score_gemma":0.0075671147,"threshold_uncertainty_score":0.9999802},"labels":[],"label_agreement":null},{"id":"W4414890579","doi":"10.2139/ssrn.5482006","title":"The Impact of Active Labour Policies on Economic Growth&amp;nbsp;","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Workforce; Order (exchange); Agency (philosophy); Active labour market policies; Unemployment rate; Quarter (Canadian coin)","score_opus":0.03394639323631588,"score_gpt":0.4276549627909873,"score_spread":0.39370856955467143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414890579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95854867,0.003457581,0.000054691987,0.011654167,0.0017980206,0.00081305864,0.00028516195,0.000054687687,0.023333987],"genre_scores_gemma":[0.9117786,0.04989444,0.0000051558904,0.00018483025,0.0013147562,0.00008120727,0.000014703409,0.00003802571,0.03668828],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99509764,0.0006865949,0.0008145063,0.0002936263,0.0002287401,0.002878884],"domain_scores_gemma":[0.9971585,0.00092786085,0.0010753631,0.00044843796,0.00030687544,0.00008292629],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021324267,0.0004078464,0.00065643294,0.0002561964,0.0018066145,0.000029064815,0.000757822,0.00035659023,0.00009545405],"category_scores_gemma":[0.0002690703,0.00024926092,0.0005889465,0.0001023378,0.00012492872,0.000062793275,0.00065414095,0.008704965,0.000086020365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011624631,0.00013636498,0.08086132,0.00019653016,0.0060710064,8.711818e-7,0.0065573542,0.00051196385,0.000021943977,0.87369764,0.021116752,0.009665783],"study_design_scores_gemma":[0.0011525421,0.0005700407,0.085624054,0.0007013444,0.00016393012,0.000007173713,0.0075693554,0.000008865466,0.00002380157,0.8962302,0.0075434446,0.00040520553],"about_ca_topic_score_codex":0.010699968,"about_ca_topic_score_gemma":0.014268708,"teacher_disagreement_score":0.04677004,"about_ca_system_score_codex":0.0061081294,"about_ca_system_score_gemma":0.013914835,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W4414909732","doi":"10.1177/07308884251381781","title":"Voiceless at Work: Decision-Making Participation, Subjective Power, and Mental Health in a Pandemic","year":2025,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Anger; Longitudinal study; Test (biology); Control (management); Psychological distress; Distress; Mental distress","score_opus":0.03571588326817137,"score_gpt":0.43867833543371926,"score_spread":0.4029624521655479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414909732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98766726,0.0025580719,0.0004884577,0.0061939326,0.00035509482,0.00068597565,0.000021130418,0.000055146094,0.0019749096],"genre_scores_gemma":[0.9965571,0.000596714,0.00016904666,0.0012875767,0.000023834467,0.00017164407,0.000017476968,0.000008124531,0.0011684536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998722,0.00019193087,0.0004050775,0.0002488604,0.00008752366,0.00034458705],"domain_scores_gemma":[0.9987559,0.00089243293,0.00011091517,0.00012154929,0.000055959572,0.000063288375],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038745583,0.0001207193,0.00023119149,0.00017311699,0.0013662798,0.000011530848,0.000046803034,0.000080336504,0.00005528368],"category_scores_gemma":[0.00016566002,0.00010681373,0.000022685022,0.00058405503,0.000067434834,0.00007408879,0.00018828922,0.00021700839,0.000010525767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015811478,0.00003433755,0.95887834,0.000019831234,0.000018317507,3.136686e-7,0.011482396,0.0000022693825,5.3946263e-7,0.0011379617,0.015598009,0.0126695605],"study_design_scores_gemma":[0.00067182054,0.0000227954,0.98439795,0.0006235783,0.00000855698,1.0988461e-7,0.0018586954,0.000008566722,1.9899514e-7,0.0017515643,0.0105666015,0.000089554866],"about_ca_topic_score_codex":0.00014012598,"about_ca_topic_score_gemma":0.0069835954,"teacher_disagreement_score":0.02551961,"about_ca_system_score_codex":0.00022201281,"about_ca_system_score_gemma":0.00010559555,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W4414988936","doi":"10.1007/s42399-025-01966-5","title":"Recovery-Friendly Workplaces: Recommendations for Employers, Employees, and the Occupational Medicine Community","year":2025,"lang":"en","type":"article","venue":"SN Comprehensive Clinical Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Weyerhauser (Canada); University of British Columbia; Newman Theological College; University of Manitoba; Simon Fraser University; University of Alberta","funders":"","keywords":"Mental health; Stigma (botany); Substance use; Perspective (graphical); Occupational safety and health; Psychological intervention; Occupational medicine","score_opus":0.2211994302983818,"score_gpt":0.5349008518368833,"score_spread":0.3137014215385015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414988936","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10067716,0.005952413,0.008029478,0.8496186,0.010630397,0.0052456246,0.0001586034,0.00029951098,0.019388173],"genre_scores_gemma":[0.62397236,0.024710195,0.0038665093,0.29072976,0.0098279165,0.003986608,0.0021239966,0.00017760108,0.040605098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993471,0.0034416977,0.0019057534,0.0004114272,0.00028722853,0.00048287713],"domain_scores_gemma":[0.934417,0.06317292,0.00049873657,0.00064437016,0.0011099594,0.00015703261],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004203767,0.00032038864,0.0011883881,0.00018035913,0.0033651583,0.0000073672527,0.0004219186,0.0002524978,0.00044061316],"category_scores_gemma":[0.011813771,0.0001824924,0.00015080112,0.0004681982,0.0027046602,0.00008890931,0.00046455994,0.0016137463,0.00001998627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002027171,0.00009868865,0.10443768,0.00021455232,0.00039165083,5.862181e-7,0.0027033999,6.7879466e-7,0.0000028581376,0.0287409,0.85107625,0.010305603],"study_design_scores_gemma":[0.017106699,0.0013476311,0.17596541,0.0021645965,0.0004050216,7.5256247e-7,0.013604514,0.00003901175,4.2337254e-7,0.056644864,0.7325314,0.00018965779],"about_ca_topic_score_codex":0.0015596105,"about_ca_topic_score_gemma":0.0011585347,"teacher_disagreement_score":0.5588889,"about_ca_system_score_codex":0.00007767024,"about_ca_system_score_gemma":0.00019852133,"threshold_uncertainty_score":0.9979323},"labels":[],"label_agreement":null},{"id":"W4414994309","doi":"10.1037/prj0000668","title":"Disclosing a mental health condition in a new job: The critical role of the work environment.","year":2025,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Espace pour la vie; Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Work (physics); Mental health; Self-disclosure; Work environment; MEDLINE; Supported employment","score_opus":0.013173169326386772,"score_gpt":0.3885350118934351,"score_spread":0.3753618425670483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414994309","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47664872,0.004690801,0.00058825675,0.51278555,0.0019561595,0.00097011647,0.000008413586,0.000011966606,0.002340006],"genre_scores_gemma":[0.9963583,0.00024218722,0.0010697801,0.0013746192,0.0002477893,0.000034565837,0.0000017546579,0.000008682338,0.0006623205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973736,0.0011493032,0.000790239,0.00013402087,0.0002777849,0.00027508737],"domain_scores_gemma":[0.9982142,0.0012285374,0.00027547535,0.00018061213,0.000041257783,0.000059947077],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012707724,0.00009818329,0.00018594295,0.0001418345,0.0013871669,0.000012169975,0.00017040853,0.000052258172,0.0001693008],"category_scores_gemma":[0.00047807823,0.000055868037,0.00012655549,0.00051585457,0.0001443962,0.00010291307,0.000070372625,0.000592752,0.000010035573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000714081,0.00009240857,0.911729,0.00006306261,0.000018846997,3.83499e-8,0.015566321,0.000014866805,0.000017198014,0.016116265,0.05166465,0.004645942],"study_design_scores_gemma":[0.0008237519,0.00010479288,0.8939534,0.0003594622,0.000017646085,8.2938766e-7,0.017411169,0.000011113299,6.5706126e-7,0.06803903,0.019228814,0.0000493358],"about_ca_topic_score_codex":0.00010527453,"about_ca_topic_score_gemma":0.00009425329,"teacher_disagreement_score":0.5197096,"about_ca_system_score_codex":0.0002639698,"about_ca_system_score_gemma":0.00043376573,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W4415043373","doi":"10.22605/rrh9181","title":"Pleasure and suffering in the rural nurse’s work process: a scoping review","year":2025,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Psychosocial; Work (physics); Mental health; Workforce; Health care; Rural health; Psychological intervention","score_opus":0.04325932540525106,"score_gpt":0.4418723449580638,"score_spread":0.39861301955281275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415043373","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34581184,0.36898273,0.00002399333,0.2770846,0.0004120176,0.0035201095,0.0000028820489,0.00008209667,0.0040797396],"genre_scores_gemma":[0.70931137,0.25645936,0.000067522036,0.032408383,0.00020795086,0.00006643199,0.000009189867,0.000015858908,0.0014539344],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99850357,0.000382076,0.00042264693,0.00014803017,0.00012462311,0.00041906975],"domain_scores_gemma":[0.9994531,0.000215711,0.000108694054,0.00012569074,0.000037219623,0.000059546554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009951495,0.00013414171,0.00037478068,0.00005189997,0.0009747588,0.000009919645,0.00008354592,0.00006114942,0.00000953733],"category_scores_gemma":[0.00009204581,0.00007648913,0.000024520241,0.00034456377,0.000056349712,0.00005776148,0.000053394928,0.00043414603,0.000003833418],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012854887,0.00005183369,0.4476607,0.117103964,0.00004417719,0.0000060956427,0.026946656,5.46644e-7,0.0000028542734,0.0024419804,0.017035771,0.38857687],"study_design_scores_gemma":[0.0011404799,0.00011389126,0.4314595,0.5347823,0.00003454619,0.000003817922,0.024937049,0.000023137367,4.626808e-7,0.002386036,0.0048727226,0.00024609227],"about_ca_topic_score_codex":0.00073912117,"about_ca_topic_score_gemma":0.0012224878,"teacher_disagreement_score":0.41767833,"about_ca_system_score_codex":0.000043756252,"about_ca_system_score_gemma":0.00020485297,"threshold_uncertainty_score":0.7497155},"labels":[],"label_agreement":null},{"id":"W4415095642","doi":"","title":"Les besoins psychologiques à l’interface des vies professionnelle et personnelle : vers une typologie intégrant diverses modalités de travail. In T. Huyghebaert-Zouaghi & N. Gillet (chairs), Le télétravail, à l’interface entre sphères de vie professionnelle et personnelle : implications pour le fonctionnement psychologique des employé·es. [Symposium]","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Research Canada; Université du Québec à Trois-Rivières","funders":"","keywords":"Context (archaeology); German; Field (mathematics); Identity (music)","score_opus":0.04369559359691537,"score_gpt":0.3610787397887937,"score_spread":0.3173831461918783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415095642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5703514,0.013853143,0.097552836,0.26191777,0.0006915995,0.002227544,0.00021687387,0.0005570502,0.05263177],"genre_scores_gemma":[0.910904,0.020089595,0.023422489,0.0009904396,0.000053589876,0.0008683721,0.00014732483,0.00013202784,0.043392196],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9725877,0.02179221,0.0016065737,0.0016891256,0.0004211806,0.001903187],"domain_scores_gemma":[0.9908525,0.004325167,0.00081917434,0.0017878922,0.0017669937,0.0004483039],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009413554,0.0010336931,0.0010802175,0.0006197513,0.0049836845,0.00024152141,0.0017748376,0.0011388337,0.0008967887],"category_scores_gemma":[0.0025505584,0.0010239271,0.00048696084,0.001431058,0.0021595373,0.0006703243,0.0014187412,0.002383943,0.00009512809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006858293,0.011040673,0.18033548,0.0020266694,0.00080179033,0.000026376914,0.48646554,0.00090970314,0.026420968,0.15359621,0.09660079,0.041089952],"study_design_scores_gemma":[0.008192122,0.000068701156,0.2681747,0.017880121,0.00034289478,0.000034136927,0.6089142,0.0021994938,0.030421048,0.026931277,0.034927044,0.0019142869],"about_ca_topic_score_codex":0.06290799,"about_ca_topic_score_gemma":0.15032348,"teacher_disagreement_score":0.34055257,"about_ca_system_score_codex":0.001373666,"about_ca_system_score_gemma":0.0022782313,"threshold_uncertainty_score":0.9999176},"labels":[],"label_agreement":null},{"id":"W4415119357","doi":"10.1017/gmh.2025.10067","title":"Trusting in times of the COVID-19 crisis: Workplace and government trust and depressive symptoms among healthcare workers","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Ministerstvo Zdravotnictví Ceské Republiky; Fondazione di Sardegna; UK Research and Innovation","keywords":"Government (linguistics); Mental health; Odds; Health care; Depressive symptoms; Interpersonal communication; Interpersonal relationship; Depression (economics)","score_opus":0.01947557361693275,"score_gpt":0.3660062082474014,"score_spread":0.3465306346304686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415119357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.889054,0.011269126,0.000045595687,0.09269285,0.0006269493,0.002280448,0.00029338372,0.000054251566,0.0036833747],"genre_scores_gemma":[0.9829799,0.0008535974,0.000051269286,0.014801838,0.000039006834,0.0001434163,0.000009678778,0.00001289669,0.0011083909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697363,0.000700053,0.0007897083,0.0004737352,0.0003828917,0.00067997706],"domain_scores_gemma":[0.9986218,0.00027181653,0.00046201696,0.00028340777,0.000038129816,0.0003228056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076192786,0.00026144646,0.00051858724,0.000046351306,0.0012968689,0.0000132801715,0.00019467367,0.00015183078,0.000010960113],"category_scores_gemma":[0.00018721122,0.00020270463,0.000055476172,0.0004531312,0.00025326968,0.00009768743,0.00069721055,0.0004280458,0.0000011964646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001716761,0.000043150765,0.93421394,0.0012002435,0.000041113646,0.0000018950939,0.0021937115,0.0000032308935,0.0000011547663,0.0051363697,0.054226805,0.0027667028],"study_design_scores_gemma":[0.002423373,0.000113058064,0.9692549,0.0014695908,0.000030278667,0.0000027078752,0.021900084,0.000060399067,0.000008643055,0.00039276536,0.0041695423,0.00017462231],"about_ca_topic_score_codex":0.00962694,"about_ca_topic_score_gemma":0.002114041,"teacher_disagreement_score":0.093925886,"about_ca_system_score_codex":0.0020009081,"about_ca_system_score_gemma":0.00057895336,"threshold_uncertainty_score":0.99745977},"labels":[],"label_agreement":null},{"id":"W4415166730","doi":"10.2166/washdev.2025.058","title":"Invisible vulnerability: WASH insecurity of older adults in Ghana during a global public emergency","year":2025,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Coping (psychology); Public health; Odds; Food insecurity; Pandemic; Inequality; Hygiene; Food security","score_opus":0.04046088946397742,"score_gpt":0.3717370502474334,"score_spread":0.331276160783456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415166730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99488705,0.00033749864,0.00022725856,0.0033092478,0.0005116533,0.00038469493,0.0000046706114,0.0000062709723,0.0003316533],"genre_scores_gemma":[0.99835956,0.00009008114,0.0010581523,0.00008760332,0.00003293605,0.00004403117,0.000006761489,0.0000043617856,0.0003165173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984253,0.000098122546,0.0009651403,0.00011462171,0.00015750185,0.00023932462],"domain_scores_gemma":[0.9990516,0.000047092948,0.0002336613,0.000058769667,0.0005578457,0.00005103412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078402105,0.00009737039,0.0002581034,0.00023901399,0.0002846899,0.000006291627,0.00008097538,0.00006133212,0.000052448682],"category_scores_gemma":[0.00014193883,0.00006900049,0.000045564502,0.00018903372,0.000020135265,0.00018025903,0.00008973097,0.00013204939,0.0000013916635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045364778,0.00029224643,0.9255985,0.0019055002,0.00014620884,0.0000020382793,0.058609903,0.0000019467948,0.00033861634,0.0013997837,0.0010796924,0.01017191],"study_design_scores_gemma":[0.0028598208,0.00007320521,0.98279,0.00060880947,0.000015744698,7.353995e-7,0.007399982,0.0000057889906,0.0013348868,0.00262402,0.0021943701,0.000092631766],"about_ca_topic_score_codex":0.00003273528,"about_ca_topic_score_gemma":0.0006298974,"teacher_disagreement_score":0.0571915,"about_ca_system_score_codex":0.00016864963,"about_ca_system_score_gemma":0.00017830856,"threshold_uncertainty_score":0.28137583},"labels":[],"label_agreement":null},{"id":"W4415205454","doi":"10.3390/encyclopedia5040167","title":"Women Through the COVID-19 Pandemic: Challenges, Consequences, and Resilience","year":2025,"lang":"en","type":"article","venue":"Encyclopedia","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Pandemic; Psychological resilience; Social isolation; Isolation (microbiology); Resilience (materials science); Mental health; Inequality; Health care; Politics","score_opus":0.11411366043165075,"score_gpt":0.4250887868448587,"score_spread":0.3109751264132079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415205454","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13836111,0.03136018,0.00017001914,0.1796254,0.0012910841,0.0011119421,0.000023425062,0.00028593134,0.6477709],"genre_scores_gemma":[0.68844914,0.1788263,0.00012934879,0.035074733,0.00046887415,0.0011600385,0.000006408894,0.000021196805,0.095863976],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983416,0.00042336056,0.0003051897,0.00030467167,0.00015007293,0.00047508584],"domain_scores_gemma":[0.99803513,0.0014314498,0.000092271795,0.00029434776,0.000047160844,0.00009964234],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008016723,0.00014412202,0.00021144308,0.00003651255,0.0014573378,0.0000075681096,0.00023458713,0.00011398856,0.0002293318],"category_scores_gemma":[0.00094915304,0.000089959976,0.0000218694,0.00017582375,0.0005997717,0.00009631693,0.0002691045,0.00039248116,0.00005556286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000565225,0.000025154663,0.59578,0.0003463305,0.000063997955,0.0000103651655,0.08908831,0.0000013005933,0.000013078349,0.1359569,0.16843149,0.010226557],"study_design_scores_gemma":[0.000370622,0.00002527327,0.04191173,0.000046400353,0.000011879291,0.000001542455,0.019442264,5.586874e-7,3.6834285e-7,0.051164787,0.88692814,0.00009641856],"about_ca_topic_score_codex":0.0007192835,"about_ca_topic_score_gemma":0.0011875763,"teacher_disagreement_score":0.7184967,"about_ca_system_score_codex":0.00017731934,"about_ca_system_score_gemma":0.00045206302,"threshold_uncertainty_score":0.99984264},"labels":[],"label_agreement":null},{"id":"W4415325407","doi":"10.1007/978-981-95-1308-6","title":"101 Inequalities Amid the COVID-19 Crisis and Beyond","year":2025,"lang":"en","type":"book","venue":"Urban sustainability","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, Culture, Sports, Science and Technology; International Development Research Centre","keywords":"Inequality; Work (physics); Government (linguistics); Context (archaeology)","score_opus":0.04566757377072876,"score_gpt":0.39669314216394663,"score_spread":0.35102556839321786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415325407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012113757,0.009048928,0.000109195986,0.22147818,0.0011311738,0.0052788532,0.0006038297,0.00047422666,0.7606642],"genre_scores_gemma":[0.004262812,0.00036494914,0.0000075552016,0.027273528,0.0006301451,0.0006974326,0.00013764642,0.000042832668,0.9665831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956027,0.0014068751,0.0009479106,0.00077997544,0.00042082692,0.00084169477],"domain_scores_gemma":[0.9927604,0.004510064,0.00039346144,0.0011745604,0.0009137396,0.00024772913],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025680074,0.0005379738,0.00088758965,0.0001911769,0.0029216402,0.00003615791,0.00044378595,0.0006489978,0.00063111674],"category_scores_gemma":[0.004605165,0.00037038815,0.0002108542,0.00017834823,0.0008051008,0.00009399301,0.001233327,0.0015099031,0.00002060173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006456213,0.000023453835,0.039145824,0.0055073583,0.00011550739,0.000007810819,0.01949427,2.7367932e-7,1.0153323e-8,0.14005736,0.7953891,0.00019447088],"study_design_scores_gemma":[0.00032032316,0.000046367913,0.0016599242,0.000037580616,0.0001305147,2.710522e-7,0.033098843,3.4366516e-7,6.030423e-8,0.29255703,0.6719138,0.0002349767],"about_ca_topic_score_codex":0.0021377525,"about_ca_topic_score_gemma":0.0010571228,"teacher_disagreement_score":0.20591885,"about_ca_system_score_codex":0.0033632189,"about_ca_system_score_gemma":0.0062720855,"threshold_uncertainty_score":0.99987483},"labels":[],"label_agreement":null},{"id":"W4415406743","doi":"10.1136/jech-2025-224434","title":"Employment quality and mortality in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Alberta; McMaster University; McMaster Children's Hospital; Public Health Agency of Canada; Institute for Work & Health; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Quality (philosophy); Population; Yield (engineering); Psychological intervention; Public policy; Government (linguistics)","score_opus":0.3105862827675535,"score_gpt":0.5596771872164827,"score_spread":0.24909090444892923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415406743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9085731,0.0039385287,0.00013557149,0.08405757,0.00076085597,0.00026667776,0.000013190562,0.000007437272,0.0022470697],"genre_scores_gemma":[0.9575549,0.0038587141,0.00022579658,0.038145103,0.000060398303,0.00001073706,0.0000044735416,0.000005691123,0.00013423829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9764218,0.02002004,0.0027081005,0.00012672634,0.00012452886,0.0005988517],"domain_scores_gemma":[0.9797744,0.017975254,0.0013823921,0.00046847915,0.00019544511,0.00020399482],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026780032,0.0001471993,0.0012999559,0.00015740098,0.0010409446,0.0000011339438,0.00028734567,0.00011001096,0.000030790834],"category_scores_gemma":[0.007951821,0.00011670646,0.00006415634,0.0001896184,0.00012474046,0.000063939144,0.00030041867,0.0026767151,8.6070327e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005829634,0.000065050466,0.9688787,0.0003528821,0.0000805241,0.0000017377864,0.0009633311,0.000007819801,0.0000010933635,0.006533583,0.020923542,0.0021334821],"study_design_scores_gemma":[0.00075998076,0.000112903115,0.96426696,0.00055220263,0.00001225523,0.0000011525519,0.005458025,0.0000042706,3.0479583e-7,0.01575041,0.013018034,0.00006352227],"about_ca_topic_score_codex":0.9912007,"about_ca_topic_score_gemma":0.9984556,"teacher_disagreement_score":0.048981752,"about_ca_system_score_codex":0.0021969485,"about_ca_system_score_gemma":0.0072384314,"threshold_uncertainty_score":0.99962413},"labels":[],"label_agreement":null},{"id":"W4415493232","doi":"10.1097/jom.0000000000003589","title":"Response to Letter to the Editor: Checklist-Based Debiasing in Workers' Compensation","year":2025,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Debiasing; Compensation (psychology); Workers' compensation; MEDLINE; Control theory (sociology)","score_opus":0.03491104442341927,"score_gpt":0.38061049268982383,"score_spread":0.3456994482664046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415493232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8196418,0.00012847438,0.0007760452,0.17760944,0.0014571392,0.00021926685,0.000005094787,0.0000024143937,0.00016028601],"genre_scores_gemma":[0.9715508,0.000010619592,0.00016990998,0.025600659,0.001953168,0.0000146249795,0.000005771543,0.000004077219,0.0006903564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998872,0.00023204228,0.00041268865,0.00008090464,0.00027698415,0.00012540852],"domain_scores_gemma":[0.99899507,0.00074216427,0.00011621053,0.000064019056,0.000019464476,0.000063088286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011330729,0.00007700351,0.00015915299,0.00018168181,0.00025210244,0.0000028075551,0.00007086598,0.00003924438,0.00010661595],"category_scores_gemma":[0.0002773261,0.00004558315,0.000020917934,0.00012332147,0.00005618574,0.00004580244,0.000048042653,0.00022567248,0.000010675166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002875043,0.000033469692,0.72419536,0.000011814569,0.000015407611,0.000003498258,0.0020051103,0.00017584772,0.0016857664,0.0000185085,0.2677395,0.0012406502],"study_design_scores_gemma":[0.00094433024,0.00014579127,0.8032414,0.0004088967,0.000012843873,5.656775e-7,0.0016070306,0.000025410125,0.000016986602,0.000030774205,0.19353133,0.000034685218],"about_ca_topic_score_codex":0.00004508899,"about_ca_topic_score_gemma":0.000063373016,"teacher_disagreement_score":0.15200877,"about_ca_system_score_codex":0.00018982697,"about_ca_system_score_gemma":0.00004553981,"threshold_uncertainty_score":0.19389938},"labels":[],"label_agreement":null},{"id":"W4415521322","doi":"10.1007/s42399-025-02120-x","title":"Workplace-Facilitated Recovery Through Substance Use Policies","year":2025,"lang":"en","type":"article","venue":"SN Comprehensive Clinical Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vanguard College; University of Alberta","funders":"","keywords":"Absenteeism; Substance use; Commit; Incentive; Stakeholder; Work (physics)","score_opus":0.2564828533236115,"score_gpt":0.5185811463973696,"score_spread":0.26209829307375815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415521322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8081958,0.006895039,0.0012834183,0.11391797,0.010967554,0.0016524143,0.000056182365,0.00048471664,0.056546904],"genre_scores_gemma":[0.53513885,0.025904205,0.0013628537,0.19887158,0.00447971,0.00043648665,0.00021945876,0.000115074385,0.23347181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953639,0.0011931227,0.0017913142,0.00059177267,0.00032964954,0.0007302203],"domain_scores_gemma":[0.9805189,0.017347066,0.00033937482,0.0006697165,0.0009749084,0.00015006107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070463767,0.00033819664,0.0011695492,0.00013444337,0.000821383,0.0000070982574,0.00029465585,0.00033649956,0.0005586698],"category_scores_gemma":[0.0047221426,0.00024499054,0.00018271273,0.0007766375,0.0010049697,0.00019004737,0.0002478866,0.0012223192,0.00030049522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000534754,0.00007791954,0.43689576,0.0001891206,0.00026883543,0.000012756833,0.00215698,0.0000030478207,0.00004402205,0.007321856,0.5502758,0.0022191308],"study_design_scores_gemma":[0.0027198044,0.00034802718,0.4372373,0.0019575495,0.00010259538,3.2123566e-7,0.0038025072,0.0000063526136,0.0000037958569,0.012429512,0.5412045,0.00018775262],"about_ca_topic_score_codex":0.0010455888,"about_ca_topic_score_gemma":0.0006260937,"teacher_disagreement_score":0.27305698,"about_ca_system_score_codex":0.00011308445,"about_ca_system_score_gemma":0.00016105542,"threshold_uncertainty_score":0.9990424},"labels":[],"label_agreement":null},{"id":"W4415586348","doi":"10.21083/crrf.v29i1.7631","title":"Precarious Employment inNon-metro Ontario: AStatistical Overview","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Census; Metropolitan area; Presentation (obstetrics); Key (lock); American Community Survey; Statistical analysis","score_opus":0.043681895789424365,"score_gpt":0.3534063039438831,"score_spread":0.30972440815445873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415586348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5840377,0.009977863,0.0013073288,0.14841506,0.018338911,0.019805625,0.0005101863,0.0002829978,0.21732432],"genre_scores_gemma":[0.95446116,0.0006288313,0.00014156183,0.0022277546,0.000153148,0.00017345446,0.00013248021,0.00004624869,0.04203539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625534,0.00012187796,0.0015939046,0.0004914604,0.00068151194,0.00085589936],"domain_scores_gemma":[0.996056,0.000170238,0.0010000563,0.0002842496,0.0021639634,0.00032550158],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010046391,0.00046677724,0.00068852154,0.0005909902,0.0027198044,0.0002397801,0.0006316998,0.0003881182,0.0013880874],"category_scores_gemma":[0.0016071403,0.00039958095,0.00022589325,0.001902441,0.000323432,0.00062052225,0.00035549607,0.00063567277,0.00008986456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041338124,0.00006133547,0.5865791,0.0017059518,0.00025019588,2.2138578e-7,0.0040937825,0.0000069358925,0.000043510736,0.35463995,0.04496384,0.0076138703],"study_design_scores_gemma":[0.0012226278,0.00020928102,0.6116184,0.007328654,0.00084007496,0.0000012435962,0.0018183067,0.00023638915,0.0001024583,0.026683606,0.34934342,0.0005955024],"about_ca_topic_score_codex":0.64399403,"about_ca_topic_score_gemma":0.9525473,"teacher_disagreement_score":0.3704234,"about_ca_system_score_codex":0.0062132375,"about_ca_system_score_gemma":0.0041469666,"threshold_uncertainty_score":0.9998456},"labels":[],"label_agreement":null},{"id":"W4415618192","doi":"10.1186/s40359-025-03471-9","title":"A severe and chronic socio-economic crisis, how much can Lebanese workers take?","year":2025,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"American University of Beirut","keywords":"Psychological research; MEDLINE; Current (fluid); Epidemiology; Public health","score_opus":0.055858575056513884,"score_gpt":0.43232972144875637,"score_spread":0.3764711463922425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415618192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80722654,0.0038282666,0.000119266464,0.15357484,0.002943719,0.00070806633,0.00003134044,0.00015127833,0.0314167],"genre_scores_gemma":[0.9665421,0.00059044885,0.0001212619,0.006062122,0.00040228604,0.00024049603,0.000015251709,0.000021837917,0.026004186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984007,0.00031006627,0.00026872015,0.0004317756,0.000047854515,0.00054092234],"domain_scores_gemma":[0.99918526,0.0002561801,0.000111546426,0.00034130493,0.00003442872,0.00007129419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027640193,0.00018198171,0.0003336984,0.000120022494,0.00064530544,0.00000921225,0.00016326294,0.00026826435,0.00040284477],"category_scores_gemma":[0.000036128535,0.00016347741,0.00006193272,0.000097596465,0.00014222733,0.000047465142,0.00014191755,0.00038338744,0.0001378351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046191424,0.000014490983,0.5048216,0.00009674359,0.00006485362,0.0000016054819,0.0009838798,3.508328e-7,0.000019704734,0.0019470446,0.4911816,0.0008219406],"study_design_scores_gemma":[0.0034306366,0.00012764812,0.62462294,0.00013566444,0.00006847671,0.0000049504124,0.013337737,0.000007322442,0.0000030958524,0.0075707287,0.3503726,0.00031816543],"about_ca_topic_score_codex":0.00042814855,"about_ca_topic_score_gemma":0.0075737434,"teacher_disagreement_score":0.15931559,"about_ca_system_score_codex":0.0002360056,"about_ca_system_score_gemma":0.0002962582,"threshold_uncertainty_score":0.66664153},"labels":[],"label_agreement":null},{"id":"W4415687430","doi":"10.1016/j.annepidem.2025.10.017","title":"Cumulative exposure to economic hardship and self-rated health among Korean women: An exploration of age heterogeneity","year":2025,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Cumulative risk; Cumulative effects; Health economics; Economic impact analysis","score_opus":0.31809759292605144,"score_gpt":0.5196326033698251,"score_spread":0.20153501044377364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415687430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803464,0.00052037975,0.0002780459,0.017202659,0.0002132571,0.00065111724,0.000056225042,0.00004685108,0.0006851084],"genre_scores_gemma":[0.991296,0.0009077384,0.00026752354,0.0070850155,0.00006256515,0.00014248381,0.000051336963,0.000010202977,0.00017716459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951717,0.0027706092,0.0011505871,0.00033509405,0.000040159466,0.0005318458],"domain_scores_gemma":[0.9972784,0.0014940116,0.0005972548,0.0002918805,0.00016095751,0.00017752715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004737466,0.00015623549,0.0009217054,0.00017815575,0.00026825015,0.0000012467383,0.0001141455,0.00016603587,0.0000285973],"category_scores_gemma":[0.0010687843,0.00013727802,0.000053701555,0.0001158345,0.00013681658,0.00023739354,0.00013570621,0.00017854983,0.00000616444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001677883,0.000087451925,0.9573693,0.00026390923,0.00020061902,5.080188e-7,0.013367062,0.0001721909,0.00003164019,0.01584662,0.010881665,0.0016112162],"study_design_scores_gemma":[0.00042180682,0.0012223603,0.9714644,0.00015274726,0.0000101956875,5.751517e-8,0.0027932376,0.00007690816,0.00012714778,0.020418974,0.0031973445,0.00011480748],"about_ca_topic_score_codex":0.0019251036,"about_ca_topic_score_gemma":0.0033295518,"teacher_disagreement_score":0.014095085,"about_ca_system_score_codex":0.0000665756,"about_ca_system_score_gemma":0.00013402084,"threshold_uncertainty_score":0.55980355},"labels":[],"label_agreement":null},{"id":"W4415970534","doi":"10.1371/journal.pmen.0000464","title":"The relationship between consultation modality and mental health professional type and perceived quality of care and mental health outcomes: A comparison between employed and unemployed individuals","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; Laurentian University; University of Toronto","funders":"","keywords":"Mental health; Psychological intervention; Logistic regression; Health care; Marital status; Odds; Quality (philosophy); Mental health care","score_opus":0.15403515273252297,"score_gpt":0.4998304460807888,"score_spread":0.34579529334826586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415970534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88364094,0.008618859,0.000004323572,0.101291075,0.00030650807,0.0041484805,0.0018491141,0.000076667224,0.000064015454],"genre_scores_gemma":[0.9943708,0.0020361443,0.00028993946,0.0015468486,0.000053304335,0.00012142821,0.0012336279,0.000029485282,0.0003184227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99340063,0.0027507206,0.0019157346,0.0006094267,0.0005821893,0.00074130844],"domain_scores_gemma":[0.99477744,0.0033136948,0.0010434682,0.00026172918,0.00017957677,0.0004240811],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002334218,0.00038787496,0.0012946664,0.0001675138,0.0062134797,0.000034006745,0.00013263081,0.00019001449,0.0000062699874],"category_scores_gemma":[0.0003998305,0.00029690683,0.000047106096,0.00032594745,0.0005387034,0.00018590502,0.00047560126,0.00070216827,0.000001985884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020673919,0.000099764635,0.9151655,0.002675721,0.00017342919,3.804497e-8,0.07355651,2.6009303e-8,0.000008147317,0.0013131407,0.003539913,0.0032611093],"study_design_scores_gemma":[0.0036927687,0.0006662054,0.93389016,0.0011110739,0.000028506425,3.1092821e-7,0.05853739,0.0000063799594,0.0000031102343,0.0008816322,0.0009862373,0.00019622393],"about_ca_topic_score_codex":0.0035847477,"about_ca_topic_score_gemma":0.0030353153,"teacher_disagreement_score":0.11072984,"about_ca_system_score_codex":0.0005712654,"about_ca_system_score_gemma":0.00081334764,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W4416000846","doi":"10.5465/amproc.2025.21287abstract","title":"Well-Being in Sales: The Role of Non-Financial Rewards in Mental Health and Mental Illness","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mental health; Psychological intervention; Mental illness; Capital (architecture); Job performance; Job loss","score_opus":0.01204862554811399,"score_gpt":0.3482998549893955,"score_spread":0.3362512294412815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416000846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9175559,0.0013084989,0.0000015749787,0.028505266,0.00013163136,0.001736453,0.000004026136,0.000020520274,0.050736107],"genre_scores_gemma":[0.9919157,0.0045326524,0.00006331717,0.0020229344,0.000036546262,0.00016871738,0.0000037405403,0.000011200719,0.0012451668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828684,0.000042251308,0.0007269052,0.00027920082,0.00025313112,0.00041166542],"domain_scores_gemma":[0.999563,0.00005532862,0.00027448664,0.000048971873,0.000021510361,0.000036746424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012392729,0.0001601887,0.0003708717,0.0003398613,0.00036939958,0.000004817607,0.00025776806,0.00010706889,0.000009768101],"category_scores_gemma":[0.000030870826,0.00012866712,0.000036875754,0.00052300235,0.00013084617,0.00016818896,0.00061988103,0.0004201052,0.0000029005012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022336878,0.000116432704,0.7855097,0.002404222,0.0000657014,2.833233e-7,0.05480711,4.261374e-7,0.00020654687,0.11063834,0.022352958,0.023674902],"study_design_scores_gemma":[0.0029000137,0.00010596114,0.6692718,0.0033406122,0.00002448516,2.2309729e-7,0.11478895,0.00008905259,0.00040278485,0.016947964,0.19190693,0.00022120195],"about_ca_topic_score_codex":0.00018296938,"about_ca_topic_score_gemma":0.000045863373,"teacher_disagreement_score":0.16955397,"about_ca_system_score_codex":0.00014649764,"about_ca_system_score_gemma":0.00003768082,"threshold_uncertainty_score":0.5246893},"labels":[],"label_agreement":null},{"id":"W4416056394","doi":"10.1080/07294360.2025.2559649","title":"What are the emotional burdens of precarious educators working in the higher education sector? <i>A scoping review</i>","year":2025,"lang":"en","type":"article","venue":"Higher Education Research & Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Remuneration; Higher education; Feeling; Emotional exhaustion; Emotional labor; Work (physics); Work environment; Precarious work; Thematic analysis","score_opus":0.14040563535313605,"score_gpt":0.5036648021879802,"score_spread":0.3632591668348441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416056394","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2691105,0.19953878,0.0000031905618,0.44978556,0.020124847,0.008904805,0.0000020071395,0.00006829387,0.052462],"genre_scores_gemma":[0.8463307,0.018086605,0.00017703445,0.015375577,0.0010701945,0.007206669,0.00007698182,0.00003292726,0.11164333],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955441,0.0017347012,0.00084434607,0.00038441562,0.00091419055,0.0005782904],"domain_scores_gemma":[0.99690557,0.0013397903,0.00028040545,0.00053286925,0.0008753363,0.00006605306],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035817423,0.00019336218,0.00029251806,0.00037597326,0.0014374577,0.000070632304,0.0006009859,0.000111091365,0.0010955333],"category_scores_gemma":[0.00018182475,0.00012329705,0.000058061418,0.0016142313,0.00015139549,0.00017638982,0.00026532542,0.0008562019,0.00009245637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022084992,0.0006863463,0.3906245,0.0045584054,0.00007830797,3.471512e-7,0.018542487,0.0000016745196,0.000014536674,0.02016739,0.5529699,0.012334032],"study_design_scores_gemma":[0.00011690324,0.0000075053595,0.5775994,0.054698028,0.000011760871,1.7666935e-7,0.011330915,5.949665e-8,0.000014832107,0.0012753067,0.35484916,0.0000959464],"about_ca_topic_score_codex":0.00037330677,"about_ca_topic_score_gemma":0.0006436068,"teacher_disagreement_score":0.57722014,"about_ca_system_score_codex":0.00078333606,"about_ca_system_score_gemma":0.009727654,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W4416098833","doi":"10.1007/s10611-025-10237-2","title":"Work-related suicide: an international social justice perspective","year":2025,"lang":"en","type":"article","venue":"Crime Law and Social Change","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council; Wellcome Trust","keywords":"Ideology; Perspective (graphical); Work (physics); Social justice; Phenomenon; Economic Justice; Psychological intervention; Mental health","score_opus":0.1502377356047895,"score_gpt":0.4732495770761686,"score_spread":0.32301184147137907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416098833","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20893222,0.00076192524,0.00001215687,0.057713237,0.0034796847,0.0006439752,0.000059417132,0.00023700699,0.7281604],"genre_scores_gemma":[0.97946167,0.000060722068,0.0000074477243,0.009261364,0.00200649,0.000110655565,0.00003871169,0.000013063423,0.009039904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99902153,0.00017814682,0.00018413636,0.00021196116,0.00012165836,0.00028257165],"domain_scores_gemma":[0.9995271,0.00009730396,0.00006647843,0.000052907413,0.00022291567,0.00003327835],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002039854,0.00011758984,0.00019509348,0.000050552175,0.0028526168,0.000018119978,0.00010752029,0.00020023201,0.00024935987],"category_scores_gemma":[0.000029389868,0.00011275594,0.00005077401,0.00012581666,0.00017033298,0.0001786816,0.00014431655,0.00032339818,0.00003473824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005295008,0.000041879717,0.0073872213,0.000042584747,0.00009164268,0.000002163934,0.08214109,2.834583e-9,0.000006382822,0.90109557,0.008320784,0.00081775413],"study_design_scores_gemma":[0.0023388597,0.00007457057,0.6027961,0.00014610693,0.0004638285,1.9515207e-7,0.10308156,0.00000453121,0.0000065096838,0.055693418,0.23497942,0.00041491195],"about_ca_topic_score_codex":0.0016358544,"about_ca_topic_score_gemma":0.0006662944,"teacher_disagreement_score":0.8454021,"about_ca_system_score_codex":0.00015491975,"about_ca_system_score_gemma":0.000038835515,"threshold_uncertainty_score":0.9984455},"labels":[],"label_agreement":null},{"id":"W4416357407","doi":"10.7202/1121398ar","title":"Prévention de la désinsertion professionnelle et retour au travail","year":2025,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information scientist; Continuing education; Industrial relations","score_opus":0.02281916155696933,"score_gpt":0.38876861687265046,"score_spread":0.3659494553156811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416357407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85239196,0.008860155,0.00061528455,0.058181074,0.0043295654,0.001262937,0.000048623297,0.00016273445,0.07414769],"genre_scores_gemma":[0.7976749,0.0012999867,0.00015040147,0.0020047426,0.00048041134,0.0002328979,0.000056177454,0.00004133884,0.19805916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99410576,0.0034021502,0.0007594981,0.0004821323,0.00029384904,0.00095661666],"domain_scores_gemma":[0.998228,0.00084794743,0.000288333,0.00037524913,0.00009525987,0.0001651819],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024663187,0.0003624187,0.00042285494,0.00018045404,0.0022390531,0.000028266913,0.00022667217,0.0005408366,0.0016445335],"category_scores_gemma":[0.00025542272,0.00035056839,0.00021172177,0.0003728531,0.0004378045,0.00028329503,0.00030880616,0.0009269473,0.00046338615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003184155,0.0011354879,0.594788,0.0021435868,0.00030351628,0.000023363204,0.07843026,0.0000044014537,0.002410187,0.009547636,0.24372078,0.06717435],"study_design_scores_gemma":[0.0025677711,0.00020429489,0.7350943,0.005617399,0.00031515097,0.0000055497703,0.06927377,0.000078989404,0.0013001272,0.0042805616,0.1808475,0.000414596],"about_ca_topic_score_codex":0.21333021,"about_ca_topic_score_gemma":0.3613314,"teacher_disagreement_score":0.14800118,"about_ca_system_score_codex":0.0042284047,"about_ca_system_score_gemma":0.0052474313,"threshold_uncertainty_score":0.9998946},"labels":[],"label_agreement":null},{"id":"W4416715777","doi":"10.1038/s41586-025-09797-z","title":"No meta-analytical effect of economic inequality on well-being or mental health","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Inequality; Moderation; Disadvantaged; Null hypothesis; Odds; Confidence interval; Economic inequality","score_opus":0.05296377395837106,"score_gpt":0.4774627239111109,"score_spread":0.42449894995273985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416715777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4598272,0.0036698307,0.000010170827,0.13363534,0.0055155763,0.0031763623,0.00021174147,0.00020673723,0.39374703],"genre_scores_gemma":[0.9599269,0.000090498535,0.000026373893,0.0101436395,0.00018436502,0.000056338366,0.00003401951,0.000012488273,0.029525386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998066,0.0007242874,0.00049227866,0.0002529109,0.00015547582,0.00030904752],"domain_scores_gemma":[0.9983249,0.001141585,0.00017062383,0.00026152527,0.000043743763,0.000057639903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001221008,0.00017090605,0.000785845,0.000096541415,0.00042497352,0.000003353759,0.00013936634,0.0005288721,0.0011070841],"category_scores_gemma":[0.00028442338,0.00009882636,0.00022682964,0.000114979615,0.000036687088,0.000035875808,0.00013143799,0.0018332087,0.00021681639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014784507,0.0000940453,0.09923289,0.0014766668,0.0034484651,0.0000023623172,0.0010946338,0.000003197346,0.000014786153,0.088939294,0.8032268,0.0009883895],"study_design_scores_gemma":[0.005461238,0.002142447,0.052690446,0.0007665542,0.0022179645,4.6328785e-7,0.0006369945,0.0002040176,0.00065686204,0.0024980565,0.9322352,0.0004897759],"about_ca_topic_score_codex":0.0001890485,"about_ca_topic_score_gemma":0.00026156986,"teacher_disagreement_score":0.50009966,"about_ca_system_score_codex":0.00025029707,"about_ca_system_score_gemma":0.00017772679,"threshold_uncertainty_score":0.99980605},"labels":[],"label_agreement":null},{"id":"W4416793170","doi":"10.1177/18681026251392281","title":"Economic Risks and Mental Health During China's 2020 COVID-19 Outbreak: A Mixed-Methods Approach","year":2025,"lang":"en","type":"article","venue":"Journal of Current Chinese Affairs","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Work (physics); Mental distress; Social capital; Inequality; Distress; Unit (ring theory); Precarious work; Capital (architecture); Economic inequality","score_opus":0.04830843185557515,"score_gpt":0.481237161418642,"score_spread":0.4329287295630668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416793170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91124344,0.026361078,0.0039638574,0.042969093,0.008413361,0.0010557045,0.000091778005,0.00008083546,0.0058208737],"genre_scores_gemma":[0.9907433,0.006091152,0.0014436723,0.0003300279,0.0008837312,0.000031488198,0.00001631214,0.00002684147,0.00043350822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967547,0.000988893,0.0012486015,0.0002947425,0.00021397012,0.0004990635],"domain_scores_gemma":[0.9979446,0.0003392857,0.0010061021,0.00020965585,0.000062863866,0.0004374872],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022211315,0.0003126245,0.00084123807,0.00033847263,0.0013256985,0.00002693039,0.00026529745,0.00009730302,0.00007977818],"category_scores_gemma":[0.00035950556,0.000223496,0.00022097792,0.00022360777,0.00010123293,0.00023888824,0.00040294265,0.0009954884,0.000008128058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046209127,0.00030214374,0.86886346,0.0024255244,0.0004084343,0.000005920301,0.015051564,0.000100279496,0.00005056726,0.0014035621,0.09302183,0.017904602],"study_design_scores_gemma":[0.008713765,0.00027745476,0.87827206,0.0009917733,0.00011615732,0.00007407808,0.017810125,0.00040966654,0.000010124165,0.0052713035,0.087537535,0.0005159523],"about_ca_topic_score_codex":0.00014478774,"about_ca_topic_score_gemma":0.0001497184,"teacher_disagreement_score":0.07949985,"about_ca_system_score_codex":0.00070576125,"about_ca_system_score_gemma":0.0008458303,"threshold_uncertainty_score":0.9999744},"labels":[],"label_agreement":null},{"id":"W4417071190","doi":"10.5539/ijef.v15n5p100","title":"Macroeconomics and Suicide in Mexico and Central America","year":2023,"lang":"","type":"article","venue":"International Journal of Economics and Finance","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Deindustrialization; NAIRU; Poverty; Monetary policy; Panel data; Aggregate demand; Interest rate; Suicide rates","score_opus":0.04164956487649783,"score_gpt":0.3456790839011376,"score_spread":0.30402951902463976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417071190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96654916,0.004332758,0.000009125795,0.026595684,0.0019166393,0.00012435106,0.00010165261,0.0000027257718,0.00036792585],"genre_scores_gemma":[0.7160215,0.28253618,0.00010335751,0.00067609886,0.00030138565,0.0000027202184,0.000003280763,0.000012247158,0.00034323457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839956,0.000038616545,0.0009443517,0.00022286068,0.000050077047,0.00034451028],"domain_scores_gemma":[0.99871063,0.00031259097,0.0007181762,0.0000662055,0.000105918516,0.0000865055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031576003,0.00016975417,0.0004342773,0.0002885322,0.0001586047,0.00006429975,0.00016985818,0.00010178787,0.000021970893],"category_scores_gemma":[0.00007678669,0.0001759127,0.00005410715,0.000058128913,0.00020074818,0.00033896393,0.00030013977,0.0003740691,0.000007947657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000511582,0.00007181524,0.84604704,0.000057425772,0.00032861065,0.00011241217,0.007191889,0.0016209208,0.0000108174545,0.04037691,0.0029335346,0.10073705],"study_design_scores_gemma":[0.002412881,0.00018521417,0.8607676,0.00041549653,0.000023225646,0.00005301374,0.0018558601,0.0113453,0.000009852803,0.02189802,0.10079103,0.00024250118],"about_ca_topic_score_codex":0.00017877956,"about_ca_topic_score_gemma":0.00040855486,"teacher_disagreement_score":0.27820343,"about_ca_system_score_codex":0.0001355625,"about_ca_system_score_gemma":0.00013174424,"threshold_uncertainty_score":0.7173512},"labels":[],"label_agreement":null},{"id":"W44853300","doi":"","title":"Toronto: changing patterns of employment","year":2006,"lang":"en","type":"article","venue":"Geographical Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Economic geography","score_opus":0.0335373337155518,"score_gpt":0.3924615608406116,"score_spread":0.35892422712505984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44853300","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14655109,0.78362983,0.0004435491,0.017283618,0.00096885033,0.0031859223,0.000081043094,0.0002972038,0.04755886],"genre_scores_gemma":[0.6204868,0.36916324,0.00009724981,0.005542601,0.0005421048,0.0005820743,0.00007280314,0.00003890397,0.0034742288],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819785,0.00020235045,0.00065182516,0.00019823783,0.00026866578,0.000481075],"domain_scores_gemma":[0.99920475,0.00015504952,0.0002015497,0.00026845204,0.00011031233,0.000059886515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006462149,0.00014529956,0.00047413513,0.00004807686,0.0002762766,0.0000016980692,0.00013509684,0.00007199188,0.0015712125],"category_scores_gemma":[0.00005094958,0.00010676123,0.00021196294,0.00023900456,0.0000350145,0.000052945223,0.00015314032,0.00016816508,0.000046243782],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055531787,0.00009723102,0.9352667,0.0056025595,0.00005314279,0.0000023528323,0.0001265764,6.899873e-8,0.000014271495,0.027818317,0.015014791,0.015998485],"study_design_scores_gemma":[0.00035962334,0.0000791989,0.38391268,0.01168655,0.00013826838,4.709009e-7,0.00016495968,7.235931e-7,0.0000059983768,0.0010642564,0.602383,0.00020426625],"about_ca_topic_score_codex":0.0030548172,"about_ca_topic_score_gemma":0.001789872,"teacher_disagreement_score":0.58736825,"about_ca_system_score_codex":0.000032845277,"about_ca_system_score_gemma":0.000017823102,"threshold_uncertainty_score":0.9993415},"labels":[],"label_agreement":null},{"id":"W562899933","doi":"10.71781/24534","title":"Les impacts de la satisfaction envers les régimes de rémunération variable sur l’engagement organisationnel des travailleurs","year":2011,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Psychology; Humanities; Art","score_opus":0.12375929054754851,"score_gpt":0.4078187760362728,"score_spread":0.2840594854887243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W562899933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91089845,0.00085892796,0.0011301149,0.00028547665,0.00074177404,0.0018081521,0.00010400688,0.000017152664,0.084155925],"genre_scores_gemma":[0.94358057,0.002515728,0.012524427,0.00006799772,0.00028337573,0.00027309798,0.00091034337,0.000117890035,0.039726567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947206,0.0027127282,0.0008421775,0.0005847334,0.00031275072,0.0008270221],"domain_scores_gemma":[0.99716824,0.0011533444,0.0007420185,0.00032261785,0.00037352662,0.00024027555],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003033578,0.0005450582,0.00056544476,0.00020380452,0.0037228367,0.0002481783,0.0003984169,0.0010145957,0.021579163],"category_scores_gemma":[0.0009619858,0.00055636995,0.00011106044,0.0002733745,0.00021378612,0.0007412567,0.0001619859,0.0011035716,0.0005026867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031319234,0.00028199598,0.58991975,0.00069806527,0.0005313558,0.000009592536,0.23762077,0.000079405516,0.0067345,0.0029053835,0.004366184,0.15653983],"study_design_scores_gemma":[0.0012863084,0.00020891753,0.87073207,0.0014186118,0.0006181665,0.000004463862,0.101754524,0.000073555624,0.004402714,0.0020429534,0.016862154,0.0005955339],"about_ca_topic_score_codex":0.13053606,"about_ca_topic_score_gemma":0.06334839,"teacher_disagreement_score":0.28081238,"about_ca_system_score_codex":0.0010881672,"about_ca_system_score_gemma":0.0013864388,"threshold_uncertainty_score":0.9996888},"labels":[],"label_agreement":null},{"id":"W564696653","doi":"10.71781/24583","title":"Le travail non salarié dépendant : étude de droit comparé France Canada","year":2004,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.006761628936141408,"score_gpt":0.21424257855089604,"score_spread":0.20748094961475463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W564696653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90854305,0.02900974,0.0004346825,0.0034787597,0.0040317206,0.0011426519,0.00028573186,0.0001377933,0.05293589],"genre_scores_gemma":[0.869685,0.0013286597,0.00027403375,0.0005997746,0.0004192546,0.000073388284,0.0006497892,0.00006776807,0.12690231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956294,0.0003623193,0.00086568046,0.0008732028,0.0010186669,0.0012507761],"domain_scores_gemma":[0.9973132,0.00026478912,0.0007596805,0.0004989584,0.0005142374,0.00064912665],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00035886015,0.0007279887,0.0009110661,0.00023076707,0.021658504,0.000034133955,0.00066437223,0.00084213784,0.000117018244],"category_scores_gemma":[0.00007789368,0.00092848646,0.00035078946,0.0004009085,0.00037572265,0.00031934128,0.00023601866,0.001581923,0.00009404554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022789172,0.0013895235,0.44777778,0.003622828,0.0029440988,0.010460054,0.33784264,0.011539299,0.009970078,0.14095147,0.025299577,0.005923743],"study_design_scores_gemma":[0.0031582403,0.00014137267,0.76596683,0.0019506166,0.00054987054,0.0001734139,0.11120687,0.00039458324,0.0018053032,0.00052250136,0.11300436,0.001126015],"about_ca_topic_score_codex":0.9882962,"about_ca_topic_score_gemma":0.9906752,"teacher_disagreement_score":0.31818908,"about_ca_system_score_codex":0.01938524,"about_ca_system_score_gemma":0.029696964,"threshold_uncertainty_score":0.9993166},"labels":[],"label_agreement":null},{"id":"W571908683","doi":"10.4324/9780203874424","title":"Gender and the Contours of Precarious Employment","year":2009,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":343,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Sociology; Political science; Demographic economics; Labour economics; Economics","score_opus":0.06411915426514954,"score_gpt":0.38373743594349,"score_spread":0.3196182816783405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W571908683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013140695,0.008216602,0.000012805567,0.0024524212,0.00027750042,0.0015909385,0.0000150871765,0.000062004634,0.9872412],"genre_scores_gemma":[0.0033201764,0.0017098484,0.000028518305,0.002317602,0.00032508842,0.000087783665,0.000019472895,0.000027078651,0.99216443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984342,0.00022162915,0.00053292053,0.00022239413,0.0002986006,0.0002902563],"domain_scores_gemma":[0.99847347,0.0006691341,0.0003329275,0.00030952165,0.00016420463,0.000050736682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055651466,0.00023892548,0.0006383805,0.0000541207,0.0004181689,0.000003830718,0.00015028757,0.00032910996,0.00048007164],"category_scores_gemma":[0.0000420623,0.00012609731,0.00011351811,0.000022659055,0.0002653589,0.000020777592,0.00019082858,0.0005672025,0.000039099155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009785101,0.000014492732,0.0015904497,0.0001755945,0.00027827587,0.0000013351738,0.008710488,1.1582361e-7,3.361583e-7,0.15727524,0.8300316,0.0018242596],"study_design_scores_gemma":[0.0028711183,0.00009898732,0.008194555,0.00031940933,0.00029647895,4.9514824e-7,0.0009528545,0.0000012113663,0.0000010956636,0.04719638,0.93984354,0.00022388459],"about_ca_topic_score_codex":0.0003626185,"about_ca_topic_score_gemma":0.0004387016,"teacher_disagreement_score":0.11007886,"about_ca_system_score_codex":0.00009634585,"about_ca_system_score_gemma":0.00035428186,"threshold_uncertainty_score":0.5256448},"labels":[],"label_agreement":null},{"id":"W572124583","doi":"","title":"Differences matter : the impact of social policy on the working poor in Canada and the U.S.","year":2004,"lang":"en","type":"book","venue":"UMI Dissertation Services eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Demographic economics; Economics","score_opus":0.02776472023420407,"score_gpt":0.36294031477742994,"score_spread":0.3351755945432259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572124583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67397606,0.0001278704,1.01549986e-7,0.010456064,0.00012473192,0.0010172251,0.000025556183,0.000009818446,0.3142626],"genre_scores_gemma":[0.88620496,0.000015252508,2.9664383e-7,0.0031432097,0.00025347888,0.00017387427,0.000022441276,0.000025374075,0.11016112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834585,0.0003535473,0.00049402897,0.0001879926,0.00030689678,0.00031167333],"domain_scores_gemma":[0.9980376,0.0010940892,0.0005589113,0.00020073273,0.00007987192,0.000028807695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029389063,0.00027247638,0.00039914495,0.000074341755,0.0010560688,0.00002330135,0.0003657764,0.00012829575,0.00012953552],"category_scores_gemma":[0.000012383558,0.000108794484,0.000101685575,0.000059820595,0.00014251933,0.000020086569,0.00008955924,0.0005879376,0.000008684154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009298726,0.000026997686,0.44148985,0.0011226233,0.0007589866,0.000003536567,0.40528408,0.000013101791,0.000010930088,0.1420997,0.0055793026,0.0026810318],"study_design_scores_gemma":[0.0008230942,0.000022144586,0.95672816,0.0009844464,0.000050953295,1.6478768e-7,0.022989469,0.000010116815,0.0000026978062,0.016731145,0.0014844208,0.00017320992],"about_ca_topic_score_codex":0.9357326,"about_ca_topic_score_gemma":0.9812202,"teacher_disagreement_score":0.5152383,"about_ca_system_score_codex":0.0006077031,"about_ca_system_score_gemma":0.0035008518,"threshold_uncertainty_score":0.8122534},"labels":[],"label_agreement":null},{"id":"W573190013","doi":"10.71781/1005","title":"Une exploration des effets de la satisfaction au travail des sages-femmes sur le «burnout», l’intention de quitter et la mobilité professionnelle : une étude longitudinale au Sénégal","year":2010,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Burnout; Psychology; Humanities; Sociology; Political science; Art; Clinical psychology","score_opus":0.07603794619984656,"score_gpt":0.41321184090688584,"score_spread":0.3371738947070393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W573190013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98108274,0.00051862356,0.0013578684,0.0029163116,0.0013982146,0.0030204074,0.000078900615,0.000030045272,0.009596866],"genre_scores_gemma":[0.9650041,0.0009878627,0.0026036378,0.00007193405,0.000362822,0.001158324,0.0010574105,0.00014920121,0.028604716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915131,0.0044583064,0.0012639426,0.0010002716,0.0004924504,0.0012719799],"domain_scores_gemma":[0.99592465,0.0016930983,0.0009175771,0.0005307619,0.00060051226,0.00033341296],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052169426,0.00081467873,0.0009410991,0.0002691024,0.0039644022,0.0003040766,0.0005194736,0.001648651,0.0011149893],"category_scores_gemma":[0.0008410314,0.00077362114,0.00029235758,0.0005637115,0.0007409185,0.0017703949,0.00031674444,0.0022324738,0.00035119648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064254506,0.0009070781,0.643858,0.0011843191,0.0002595611,0.000028780127,0.19887829,0.0000667628,0.012563678,0.00013305109,0.00079977105,0.14067812],"study_design_scores_gemma":[0.0028822944,0.0003123543,0.89147943,0.004226923,0.00042255086,0.000015498987,0.090411514,0.00007977102,0.0054066107,0.0026658939,0.0014123106,0.0006848408],"about_ca_topic_score_codex":0.18034594,"about_ca_topic_score_gemma":0.7186039,"teacher_disagreement_score":0.538258,"about_ca_system_score_codex":0.0010070364,"about_ca_system_score_gemma":0.0022918433,"threshold_uncertainty_score":0.9997981},"labels":[],"label_agreement":null},{"id":"W579116307","doi":"10.7202/1034808ar","title":"Le chômage des jeunes et les politiques de création d’emploi en Belgique : Cadre spécial temporaire et Programme de promotion de l’emploi","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.12745082009340014,"score_gpt":0.4490798785443689,"score_spread":0.3216290584509688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W579116307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61306703,0.017230557,0.008213928,0.339698,0.00049671176,0.0017958048,0.00012797488,0.00016625838,0.01920376],"genre_scores_gemma":[0.8810736,0.089960195,0.012452955,0.0038574173,0.00029639355,0.0007696849,0.0002949628,0.00007203727,0.011222732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901216,0.0072250287,0.0012179547,0.00019601322,0.0005032408,0.00073615863],"domain_scores_gemma":[0.9960917,0.0014897655,0.00069053273,0.00032410826,0.0011952891,0.00020859091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009542514,0.00035796655,0.0005463404,0.0001734666,0.0010478633,0.00003640947,0.000694029,0.00032741827,0.00034260016],"category_scores_gemma":[0.004297559,0.00030255388,0.00017500037,0.00016811102,0.00033213574,0.0005237244,0.00063046155,0.0009980144,0.000028875322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008517574,0.0020048772,0.33822086,0.018807927,0.00063387403,0.000008943944,0.06139006,0.0000014069916,0.00038033348,0.2714245,0.020751068,0.28629094],"study_design_scores_gemma":[0.0007500712,0.00018935127,0.7065856,0.056647528,0.000059557653,0.000024519853,0.0039247572,0.0000027133801,0.00110358,0.03375605,0.19658001,0.00037626832],"about_ca_topic_score_codex":0.009572157,"about_ca_topic_score_gemma":0.00977182,"teacher_disagreement_score":0.36836472,"about_ca_system_score_codex":0.0015348207,"about_ca_system_score_gemma":0.003419812,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W603637690","doi":"","title":"Human Resource Management Configurations for Low-wage Workers: Does Industry Matter?","year":2009,"lang":"en","type":"article","venue":"ASAC","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Human resource management; Labour economics; Wage; Resource (disambiguation); Industrial organization; Economics; Computer science; Knowledge management","score_opus":0.04420241233709355,"score_gpt":0.4082762347566457,"score_spread":0.36407382241955216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W603637690","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37258467,0.000107843676,0.0003010349,0.060682025,0.00051927404,0.002484566,0.00005558275,0.00029308858,0.5629719],"genre_scores_gemma":[0.86023086,0.0000058537157,0.00015888855,0.0069492627,0.0004170552,0.0003125931,0.000052794818,0.000018763381,0.13185391],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99887437,0.00007643788,0.00032034144,0.00021723381,0.000119109645,0.0003925287],"domain_scores_gemma":[0.999422,0.000089412984,0.00010964565,0.00026732232,0.00004802207,0.000063603635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020853286,0.00013288017,0.00016995295,0.00006894344,0.0012734004,0.000014815335,0.0001382358,0.00017769383,0.0008824039],"category_scores_gemma":[0.000010654758,0.000099065386,0.000058512975,0.00009869866,0.000033337565,0.000072470415,0.000052323376,0.00034719554,0.00027251182],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025157653,0.000089086905,0.07721209,0.000119498516,0.00009045939,0.000004908759,0.0019292091,0.0000025194258,0.00011395963,0.017252306,0.8997256,0.0034351994],"study_design_scores_gemma":[0.0010630584,0.00008166421,0.5412553,0.00041034326,0.00006377808,1.276686e-7,0.011603721,0.0000016121672,0.00004699939,0.0045661097,0.4406787,0.00022857795],"about_ca_topic_score_codex":0.000030675896,"about_ca_topic_score_gemma":0.000048568043,"teacher_disagreement_score":0.4876462,"about_ca_system_score_codex":0.000050716764,"about_ca_system_score_gemma":0.000013264657,"threshold_uncertainty_score":0.97940946},"labels":[],"label_agreement":null},{"id":"W605451153","doi":"","title":"MINIMUM WAGES AND ADOLESCENT ALCOHOL USE: EVIDENCE FROM A NATURAL EXPERIMENT","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Minimum wage; Poverty; Economics; Wage; Demographic economics; Informal sector; Poverty reduction; Natural experiment; Sample (material); Labour economics; Medicine; Economic growth","score_opus":0.14858966939457516,"score_gpt":0.4581468100358539,"score_spread":0.3095571406412787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W605451153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837156,0.0043671313,0.0000013808454,0.004015136,0.0015459402,0.0020566776,0.000069032954,0.00007399719,0.004155128],"genre_scores_gemma":[0.9479694,0.04405821,0.00026735364,0.0005100711,0.000773277,0.000938661,0.00005847871,0.000072073264,0.005352504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99499774,0.0012817706,0.00094590016,0.0012568337,0.00037128964,0.0011464694],"domain_scores_gemma":[0.99480665,0.0033765691,0.00030698904,0.0010677914,0.0001893803,0.00025263865],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019138295,0.0004430712,0.0008334674,0.00030368863,0.0006897504,0.000101797355,0.0005788713,0.00056806585,0.00013978733],"category_scores_gemma":[0.0013320091,0.00041045638,0.0001365681,0.00006114488,0.00038251348,0.0001681843,0.003976323,0.0034166167,0.000037795726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007838727,0.00023900338,0.88274753,0.0016399238,0.00044681074,0.000051199746,0.012740383,0.0001339832,0.0012901421,0.00016658244,0.012212668,0.0875479],"study_design_scores_gemma":[0.0027877777,0.00022574665,0.8688257,0.014484605,0.0000588087,0.0000016793266,0.009268893,0.0033330813,0.00036603984,0.0014779719,0.09765122,0.0015185033],"about_ca_topic_score_codex":0.0010099546,"about_ca_topic_score_gemma":0.00090896117,"teacher_disagreement_score":0.086029395,"about_ca_system_score_codex":0.0010981953,"about_ca_system_score_gemma":0.0004233608,"threshold_uncertainty_score":0.9998347},"labels":[],"label_agreement":null},{"id":"W618839858","doi":"10.71781/24445","title":"Influence du sentiment d'insécurité d'emploi sur la santé mentale et physique : étude longitudinale","year":2009,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.007910616196450847,"score_gpt":0.256146934680412,"score_spread":0.24823631848396116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W618839858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323895,0.021572027,0.000047186135,0.0030904154,0.0011677926,0.001271393,0.00013594158,0.0002502892,0.04007545],"genre_scores_gemma":[0.91987896,0.009301934,0.00022161807,0.00084414467,0.00039249353,0.00012701313,0.0007399243,0.0000754275,0.06841846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99469405,0.0011618688,0.0009473809,0.0010831002,0.001095677,0.001017935],"domain_scores_gemma":[0.9965835,0.00072797935,0.00090931315,0.00057915284,0.000710489,0.0004895729],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00064849947,0.0009466802,0.0009231563,0.00036732302,0.01364252,0.00007376307,0.0006260919,0.0009347508,0.0001301582],"category_scores_gemma":[0.00016633529,0.001071049,0.00054416136,0.00047821333,0.0004311491,0.0009296728,0.00048612512,0.0014349358,0.00028194432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023489504,0.0031949307,0.5609418,0.0019028158,0.0027107913,0.0065352265,0.306171,0.004999565,0.017733872,0.05897996,0.02413831,0.010342779],"study_design_scores_gemma":[0.0022193664,0.0002573365,0.8801323,0.0018733025,0.0007120198,0.00020627574,0.035274234,0.00012535846,0.002967796,0.00043304227,0.07474544,0.0010535086],"about_ca_topic_score_codex":0.074757695,"about_ca_topic_score_gemma":0.06265164,"teacher_disagreement_score":0.31919053,"about_ca_system_score_codex":0.005766654,"about_ca_system_score_gemma":0.0021347187,"threshold_uncertainty_score":0.999174},"labels":[],"label_agreement":null},{"id":"W619496525","doi":"10.1016/j.alcr.2015.05.004","title":"Cumulative disadvantage, employment–marriage, and health inequalities among American and British mothers","year":2015,"lang":"en","type":"article","venue":"Advances in Life Course Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Institute of Gender and Health; Economic and Social Research Council; European Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Disadvantage; Inequality; Life course approach; Longitudinal study; Demographic economics; National Longitudinal Surveys; National Child Development Study; Sociology; Longitudinal data; Psychology; Political science; Demography; Social psychology; Socioeconomic status; Economics; Medicine; Law","score_opus":0.21426431855728692,"score_gpt":0.5678012840551524,"score_spread":0.3535369654978655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W619496525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370504,0.039809424,0.00005603173,0.010803153,0.00029124884,0.0013403742,0.000062324194,0.000087196095,0.010499855],"genre_scores_gemma":[0.9680588,0.027240776,0.00018895764,0.0006946179,0.00026841796,0.00030198402,0.000013606801,0.000042865733,0.0031899274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99578243,0.0015024854,0.0005314432,0.00046589933,0.00069554604,0.0010221693],"domain_scores_gemma":[0.9975731,0.0012014412,0.00018696241,0.00022649993,0.00027127986,0.0005407157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003927979,0.00018137721,0.00051427615,0.00019391633,0.0008084645,0.000040300773,0.0001583448,0.000062788386,0.000031310763],"category_scores_gemma":[0.00084727915,0.0001785238,0.00002132868,0.00048899517,0.0015296882,0.0006378755,0.00041873424,0.000797297,0.00001133396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058039455,0.0000722478,0.9545443,0.00014737931,0.000028118518,0.000013551319,0.01334225,0.000011387205,3.0166595e-7,0.0027626588,0.006089798,0.022929957],"study_design_scores_gemma":[0.0020119578,0.0006212067,0.7547043,0.00078750943,0.000007865393,0.0000016822326,0.17415181,0.00008743248,7.437278e-7,0.00981357,0.05751053,0.000301411],"about_ca_topic_score_codex":0.016519532,"about_ca_topic_score_gemma":0.030763742,"teacher_disagreement_score":0.19984002,"about_ca_system_score_codex":0.00020646342,"about_ca_system_score_gemma":0.0003981803,"threshold_uncertainty_score":0.9900296},"labels":[],"label_agreement":null},{"id":"W62029373","doi":"10.1080/14774003.2011.11667758","title":"Precarious work: recent research and policy challenges","year":2011,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Temporary work; Casual; Work (physics); Agency (philosophy); Restructuring; Outsourcing; Precarious work; Offshoring; Public sector; Private sector; Business; Informal sector; Economic growth; Labour economics; Political science; Economics; Economy; Sociology; Engineering; Finance","score_opus":0.4605084094346752,"score_gpt":0.5651045971285578,"score_spread":0.10459618769388257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W62029373","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022139998,0.09381351,0.0000027581457,0.6357778,0.00017994012,0.0013481238,0.000016237098,0.00005620142,0.2466655],"genre_scores_gemma":[0.26379356,0.7256507,0.00026195103,0.00810805,0.0006166418,0.00011926166,0.000003756699,0.000019643407,0.0014263975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561054,0.0022979572,0.00055798236,0.00036446378,0.00020425508,0.0009648205],"domain_scores_gemma":[0.9928944,0.006048939,0.00019121941,0.00020827199,0.00016719133,0.0004899491],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005444131,0.00015902161,0.00032016917,0.0003572991,0.0015149903,0.00001210654,0.000073484276,0.00017737332,0.000030443922],"category_scores_gemma":[0.007053752,0.00013348159,0.000011038505,0.00045364915,0.00023211382,0.00026623017,0.0002986476,0.00097529695,0.0000132271125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027795478,0.0001823056,0.05055344,0.001147971,0.00003688382,0.000008919999,0.26935413,4.5875925e-8,4.342713e-7,0.20733957,0.0019643696,0.46663237],"study_design_scores_gemma":[0.0009057429,0.00048572154,0.1902128,0.0003166204,0.000004290438,0.00001107881,0.015673364,9.4477343e-7,2.950358e-7,0.019856201,0.77240527,0.00012764859],"about_ca_topic_score_codex":0.034731094,"about_ca_topic_score_gemma":0.0030047493,"teacher_disagreement_score":0.77044094,"about_ca_system_score_codex":0.0001463289,"about_ca_system_score_gemma":0.0008661064,"threshold_uncertainty_score":0.9997849},"labels":[],"label_agreement":null},{"id":"W632133399","doi":"","title":"Telework: Canada's Answer to Lower Healthcare Costs","year":2005,"lang":"en","type":"article","venue":"TDM Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work schedule; Harm; Schedule; Absenteeism; Work (physics); Health care; Job satisfaction; Business; Demographic economics; Psychology; Economic growth; Engineering; Economics; Management; Social psychology","score_opus":0.054289360693830835,"score_gpt":0.4323369807952984,"score_spread":0.3780476201014676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W632133399","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071588918,0.3159339,0.000008300671,0.6369717,0.0015004316,0.0026309357,0.00004656525,0.00012859053,0.03562067],"genre_scores_gemma":[0.17138925,0.1987925,0.00040943013,0.5888696,0.002346101,0.00088383036,0.00004491796,0.000085677326,0.03717872],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981315,0.0002424607,0.0005160212,0.00024376917,0.00027365543,0.00059256965],"domain_scores_gemma":[0.9989363,0.00013416832,0.00010685856,0.0003721484,0.00019181783,0.0002587042],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045603045,0.0001708327,0.00045705066,0.0000254028,0.00051405176,0.0000027281494,0.00017456357,0.000061688115,0.0019191895],"category_scores_gemma":[0.00017577293,0.00013080219,0.000058718062,0.00025468547,0.000012833257,0.000042237418,0.00012294887,0.00033942127,0.0013406525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055931155,0.0000126452605,0.014462389,0.001630969,0.000013791095,0.000005164426,0.00013868873,9.088811e-8,6.299481e-7,0.0008320549,0.90304995,0.07984805],"study_design_scores_gemma":[0.00011457398,0.00002878255,0.018562147,0.006882718,0.000021910928,5.8620003e-7,0.0000608999,1.6925749e-7,6.471178e-7,0.000010974934,0.9741715,0.00014508757],"about_ca_topic_score_codex":0.17871106,"about_ca_topic_score_gemma":0.83089715,"teacher_disagreement_score":0.6521861,"about_ca_system_score_codex":0.0005553481,"about_ca_system_score_gemma":0.0005593854,"threshold_uncertainty_score":0.9994369},"labels":[],"label_agreement":null},{"id":"W638497393","doi":"10.59962/9780774852128","title":"Injury and the New World of Work","year":2007,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Engineering; Mechanical engineering","score_opus":0.027534322968496682,"score_gpt":0.2730673840522498,"score_spread":0.2455330610837531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W638497393","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013599924,0.0017970621,0.000017410883,0.00011083508,0.0002855638,0.0011122294,0.00024129644,0.00004953213,0.99502605],"genre_scores_gemma":[0.0012573542,0.0006703639,0.00009019314,0.00012442577,0.00016295747,9.495077e-7,0.000014038711,0.000024648578,0.9976551],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998594,0.00018166642,0.000365674,0.0002678317,0.00029425815,0.00029658334],"domain_scores_gemma":[0.9982499,0.00056161854,0.0005604641,0.0003026553,0.00022427647,0.00010110175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004142152,0.00012521273,0.0006772407,0.00006723711,0.00054467557,0.000014068646,0.00036045982,0.00030189904,0.00030991255],"category_scores_gemma":[0.00002495177,0.0002082177,0.00015700827,0.00003094902,0.0010887454,0.00003467165,0.00068608637,0.00066559995,0.0000034197603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023733302,0.000009342961,0.0017844038,0.00034801374,0.0002142999,0.000019252708,0.0017916119,4.0148084e-8,2.0889185e-7,0.0020852927,0.96885026,0.024659963],"study_design_scores_gemma":[0.0021414966,0.000036671972,0.0073467456,0.0026411975,0.00028001322,8.3670864e-7,0.00036759186,1.9873077e-7,2.478667e-7,0.0035316625,0.9834631,0.00019024957],"about_ca_topic_score_codex":0.2245634,"about_ca_topic_score_gemma":0.42170903,"teacher_disagreement_score":0.19714561,"about_ca_system_score_codex":0.000077022654,"about_ca_system_score_gemma":0.00034600546,"threshold_uncertainty_score":0.8490871},"labels":[],"label_agreement":null},{"id":"W641760028","doi":"","title":"Precarious employment : understanding labour market insecurity in Canada","year":2006,"lang":"en","type":"book","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":487,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic studies; Sociology; Political science; Media studies; Law","score_opus":0.06032003133649478,"score_gpt":0.3322827360883034,"score_spread":0.2719627047518086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W641760028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011295013,0.00074560224,0.000020987176,0.002227575,0.0014317515,0.0014132562,0.00025689337,0.00010429,0.9926701],"genre_scores_gemma":[0.022502257,0.00019554503,0.000013813204,0.0014763067,0.00037637143,0.0001511516,0.00014164127,0.00007708562,0.9750658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682033,0.00029504948,0.00091656507,0.00049418875,0.0005680936,0.0009057976],"domain_scores_gemma":[0.99849594,0.00061007007,0.00032525862,0.00036535418,0.00008230929,0.00012104283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044568075,0.0004623535,0.00076016126,0.00019786414,0.00057351677,0.000009389829,0.00025144525,0.00040694774,0.0038027822],"category_scores_gemma":[0.000035317462,0.00041503753,0.00007980018,0.00012027142,0.00004253108,0.000054728487,0.00034759488,0.0013423089,0.000043425447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000023399654,0.00001567234,0.11044363,0.00034777305,0.00006231455,0.000060088674,0.00057610264,0.000001018565,5.4323753e-8,0.023160104,0.8652341,0.00007576002],"study_design_scores_gemma":[0.0007688208,0.00002656958,0.042978268,0.0008139942,0.00003430338,3.6799457e-7,0.00085154024,0.000004203465,1.556961e-7,0.024882799,0.9291568,0.00048220664],"about_ca_topic_score_codex":0.9855303,"about_ca_topic_score_gemma":0.9997385,"teacher_disagreement_score":0.067465365,"about_ca_system_score_codex":0.019394625,"about_ca_system_score_gemma":0.009697716,"threshold_uncertainty_score":0.9998301},"labels":[],"label_agreement":null},{"id":"W648624116","doi":"10.1177/1035304616629616","title":"Decentralisation of the minimum wage setting in Russia: Causes and consequences","year":2016,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Minimum wage; Decentralization; Government (linguistics); Collective bargaining; Wage; Earnings; Labour economics; Economics; Private sector; Collective agreement; Public sector; Business; Economic growth; Market economy; Finance; Economy","score_opus":0.04231295104740349,"score_gpt":0.3514156861847155,"score_spread":0.309102735137312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W648624116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8863595,0.041163996,0.0000033462397,0.06965348,0.00010583924,0.00056542945,0.000025826517,0.0000074408445,0.0021151458],"genre_scores_gemma":[0.9239517,0.072837785,0.000011549218,0.00061494875,0.000027345175,0.000040683663,8.2215973e-7,0.000003972657,0.0025111842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991297,0.00030291083,0.00034815312,0.00008557779,0.000024564752,0.0001090531],"domain_scores_gemma":[0.9990099,0.00064330996,0.00020147159,0.00011584621,0.000013882058,0.0000156117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006318638,0.0000588217,0.00016062954,0.000016053957,0.00036235372,0.0000025845734,0.000057064237,0.00003096171,0.00029509357],"category_scores_gemma":[0.00015296279,0.000025037882,0.000020742924,0.000042662337,0.00018856274,0.0000774799,0.00005765344,0.00007996112,0.00003090547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037239938,0.0000039342995,0.8544637,0.00042791668,0.000029672508,1.4384777e-7,0.0018732381,0.0000011623354,0.000043318298,0.13246104,0.0040843766,0.006607748],"study_design_scores_gemma":[0.00043124147,0.000010502782,0.9032837,0.0054505276,0.00006999617,0.000001956353,0.00074526586,0.00000764923,0.000010454535,0.009535902,0.08036277,0.00009002533],"about_ca_topic_score_codex":0.00017948025,"about_ca_topic_score_gemma":0.00052965194,"teacher_disagreement_score":0.12292514,"about_ca_system_score_codex":0.000046099827,"about_ca_system_score_gemma":0.00007328573,"threshold_uncertainty_score":0.32310677},"labels":[],"label_agreement":null},{"id":"W653243405","doi":"10.71781/1380","title":"Contraintes psychosociales au travail et symptômes dépressifs majeurs chez les femmes enceintes","year":2013,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.12808218716220376,"score_gpt":0.44963537939539133,"score_spread":0.32155319223318757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W653243405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8235349,0.010681354,0.000020295223,0.016046377,0.0037452641,0.0039416226,0.00051746314,0.000019199915,0.14149351],"genre_scores_gemma":[0.58478206,0.0055449447,0.0010555843,0.00058321276,0.001158908,0.0011460598,0.001974159,0.00018289029,0.4035722],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99351776,0.0017765148,0.0015349697,0.0012083411,0.00055014447,0.0014122856],"domain_scores_gemma":[0.99512076,0.002034292,0.0012746465,0.00056261744,0.0006701266,0.00033756736],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016112588,0.0010549906,0.0015552347,0.00021257413,0.0025504907,0.00043700117,0.001543187,0.0013212116,0.0293647],"category_scores_gemma":[0.0008560401,0.0009319412,0.00038106722,0.00026032657,0.0007675661,0.00068149756,0.00040285586,0.0016740718,0.004182058],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029735727,0.0005487555,0.2280527,0.0009077418,0.0010480057,0.000016691387,0.37885788,0.0000015093265,0.0013671871,0.003754573,0.05935864,0.32578894],"study_design_scores_gemma":[0.0020183616,0.00033313344,0.47929972,0.010078893,0.00057647895,0.000002462844,0.387824,0.000018275618,0.0014777577,0.0011897386,0.11578694,0.0013942108],"about_ca_topic_score_codex":0.025197884,"about_ca_topic_score_gemma":0.07218805,"teacher_disagreement_score":0.32439476,"about_ca_system_score_codex":0.00028114818,"about_ca_system_score_gemma":0.0012145261,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W6889150643","doi":"10.25384/sage.6396560.v1","title":"Appendix_Table_A – Supplemental material for ‘Bad’ Jobs in a ‘Good’ Sector: Examining the Employment Outcomes of Temporary Work in the Canadian Public Sector","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Public sector; Temporary work; Part-time employment; Job loss; Hot work","score_opus":0.17711249178348423,"score_gpt":0.38196028498879353,"score_spread":0.2048477932053093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889150643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73320574,0.00015715831,2.1825561e-7,0.012764304,0.0009729189,0.0053951726,0.23909776,0.00006260913,0.008344139],"genre_scores_gemma":[0.9703555,0.0000011207759,0.000014787405,0.0014811832,0.00045064016,0.0025715586,0.02465438,0.00003335181,0.00043745665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977402,0.00037779036,0.0005665535,0.00026093874,0.0002710507,0.00078345777],"domain_scores_gemma":[0.9985405,0.0007197864,0.00020865328,0.00035429167,0.000094301606,0.00008246133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006256972,0.00020960756,0.00031890417,0.00019095482,0.0009011132,0.00004413623,0.0005171187,0.00013361631,0.09708486],"category_scores_gemma":[0.00036029518,0.00012584032,0.00006110046,0.00037468973,0.000031739975,0.00014591085,0.00021758162,0.0002761549,0.00017688399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027240612,0.000025676773,0.62499374,0.00007861187,0.00002793245,0.0000028651443,0.0050936947,8.210928e-8,0.0000039961355,0.00010991717,0.3695356,0.00010066714],"study_design_scores_gemma":[0.0007894425,0.000113029295,0.68552274,0.00053209,0.0000054613406,3.3299852e-7,0.004086511,0.0000018984074,0.000029758974,0.000053318985,0.30872825,0.00013718443],"about_ca_topic_score_codex":0.045943264,"about_ca_topic_score_gemma":0.778593,"teacher_disagreement_score":0.73264974,"about_ca_system_score_codex":0.00027630458,"about_ca_system_score_gemma":0.00048203213,"threshold_uncertainty_score":0.9604099},"labels":[],"label_agreement":null},{"id":"W6901554736","doi":"10.60692/7fw7v-k4c47","title":"Job insecurity and mental health related outcomes among the humanitarian workers during COVID-19 pandemic: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"","keywords":"Mental health; Salary; Anxiety; Scale (ratio); Odds; Pandemic; Job security; Job insecurity; Public health","score_opus":0.10438591611164949,"score_gpt":0.37057631817055947,"score_spread":0.26619040205891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901554736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946887,0.000011788957,0.000017288305,0.0007195772,0.0009822152,0.002348909,0.0002213818,0.00031673908,0.00069343194],"genre_scores_gemma":[0.99765176,3.4616738e-7,0.0000017725309,0.00061282265,0.00004587601,0.0007195567,0.000042346473,0.000012206957,0.00091330794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968543,0.0008648,0.0011940534,0.00019698286,0.00050762616,0.0003822618],"domain_scores_gemma":[0.9988056,0.000056853547,0.0006663329,0.00025784195,0.00006907402,0.00014434474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024072626,0.00019019238,0.00029759287,0.00019482276,0.010398367,0.00008273609,0.00018122177,0.000068396825,0.00013930789],"category_scores_gemma":[0.000050178995,0.00013270609,0.000065860404,0.00021772257,0.000082045255,0.00042231113,0.0004977,0.00055870187,0.000056944522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006371734,0.0000033921347,0.6546509,0.00015501947,0.0000812282,9.1649974e-7,0.3447802,0.000020804342,9.8845785e-9,0.00007631617,0.00016518447,0.0000022849154],"study_design_scores_gemma":[0.001958639,0.000056040437,0.73506105,0.00001720816,0.000007348807,0.000011467787,0.26245913,0.000022000087,1.2488618e-8,0.0000035349728,0.00030766288,0.00009587872],"about_ca_topic_score_codex":0.0018144975,"about_ca_topic_score_gemma":0.00016589464,"teacher_disagreement_score":0.082321055,"about_ca_system_score_codex":0.0010850432,"about_ca_system_score_gemma":0.00014443928,"threshold_uncertainty_score":0.99088997},"labels":[],"label_agreement":null},{"id":"W6901843904","doi":"10.60692/v1rn7-m9a04","title":"Job insecurity and mental health related outcomes among the humanitarian workers during COVID-19 pandemic: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"","keywords":"Mental health; Salary; Anxiety; Scale (ratio); Odds; Pandemic; Job security; Job insecurity; Public health","score_opus":0.10438591611164949,"score_gpt":0.37057631817055947,"score_spread":0.26619040205891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901843904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946887,0.000011788957,0.000017288305,0.0007195772,0.0009822152,0.002348909,0.0002213818,0.00031673908,0.00069343194],"genre_scores_gemma":[0.99765176,3.4616738e-7,0.0000017725309,0.00061282265,0.00004587601,0.0007195567,0.000042346473,0.000012206957,0.00091330794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968543,0.0008648,0.0011940534,0.00019698286,0.00050762616,0.0003822618],"domain_scores_gemma":[0.9988056,0.000056853547,0.0006663329,0.00025784195,0.00006907402,0.00014434474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024072626,0.00019019238,0.00029759287,0.00019482276,0.010398367,0.00008273609,0.00018122177,0.000068396825,0.00013930789],"category_scores_gemma":[0.000050178995,0.00013270609,0.000065860404,0.00021772257,0.000082045255,0.00042231113,0.0004977,0.00055870187,0.000056944522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006371734,0.0000033921347,0.6546509,0.00015501947,0.0000812282,9.1649974e-7,0.3447802,0.000020804342,9.8845785e-9,0.00007631617,0.00016518447,0.0000022849154],"study_design_scores_gemma":[0.001958639,0.000056040437,0.73506105,0.00001720816,0.000007348807,0.000011467787,0.26245913,0.000022000087,1.2488618e-8,0.0000035349728,0.00030766288,0.00009587872],"about_ca_topic_score_codex":0.0018144975,"about_ca_topic_score_gemma":0.00016589464,"teacher_disagreement_score":0.082321055,"about_ca_system_score_codex":0.0010850432,"about_ca_system_score_gemma":0.00014443928,"threshold_uncertainty_score":0.99088997},"labels":[],"label_agreement":null},{"id":"W6901975806","doi":"10.6084/m9.figshare.28924868.v1","title":"Additional file 1 of Beyond the pandemic: the relationship between macroeconomic conditions and healthcare worker shortages in the United States","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Health care; Quarter (Canadian coin); Government (linguistics); Work (physics); Healthcare worker","score_opus":0.1416170148896187,"score_gpt":0.45204894754377967,"score_spread":0.31043193265416097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901975806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56986827,0.00021319938,0.0000014924265,0.09083666,0.00008182987,0.0020352737,0.31563157,0.0000039763613,0.021327714],"genre_scores_gemma":[0.9149166,0.00006818847,0.00007442426,0.0031163406,0.00009267424,0.0016939768,0.06534361,0.000009895799,0.0146842925],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99862826,0.00061130687,0.00036035175,0.00014148228,0.00007464627,0.00018395524],"domain_scores_gemma":[0.97586465,0.023704218,0.00014133159,0.00021312131,0.00005806152,0.000018643837],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006100431,0.000087265624,0.00015154338,0.00007188144,0.0013651096,0.000026700443,0.00032904564,0.00006918727,0.119762465],"category_scores_gemma":[0.00038582014,0.000044061275,0.000025286909,0.00029622772,0.00023071826,0.00007574065,0.00021204275,0.00044168576,0.000073008014],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057612556,0.000005811778,0.43693665,0.0000068792597,0.000020592157,1.4569207e-7,0.002740287,0.000001194599,4.3082135e-8,0.00081960077,0.558735,0.0007280281],"study_design_scores_gemma":[0.00011725506,0.000008476538,0.59065014,0.00016208547,0.000014539269,1.4251773e-7,0.014256805,0.0000036161516,1.3426845e-7,0.005890886,0.38886622,0.000029682566],"about_ca_topic_score_codex":0.0005262897,"about_ca_topic_score_gemma":0.006205248,"teacher_disagreement_score":0.3450483,"about_ca_system_score_codex":0.000033959433,"about_ca_system_score_gemma":0.00015958426,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W6901979886","doi":"10.6084/m9.figshare.20367013","title":"Additional file 1 of An impact of economic slowdown on health. New evidence from 21 European countries","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slowdown; European union; Government (linguistics); Quarter (Canadian coin)","score_opus":0.15290929970870665,"score_gpt":0.4586530655121884,"score_spread":0.3057437658034817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901979886","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20050974,0.000104450475,3.2562866e-7,0.0020431704,0.00015699485,0.0006075692,0.7716882,0.0000029231137,0.024886582],"genre_scores_gemma":[0.50256014,0.0003101666,0.007040329,0.0034535993,0.002529866,0.0012799528,0.34607205,0.00021340424,0.1365405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842364,0.0005671429,0.00043205483,0.00022016918,0.00015471404,0.00020225902],"domain_scores_gemma":[0.99711186,0.0020491905,0.0004502938,0.00025798855,0.000036147758,0.000094540475],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037898673,0.0000999996,0.00028270978,0.00004703699,0.00056614407,0.000008955712,0.00038267914,0.000018810162,0.9646139],"category_scores_gemma":[0.00016294,0.00008855565,0.000056518988,0.000052640313,0.000044798835,0.00018751035,0.0004497168,0.00019163523,0.0012921282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018018813,0.0000397409,0.0016601522,0.000007165229,0.000043456515,0.0000014433123,0.00311765,0.000039195707,0.0000050233293,0.000010206369,0.98644227,0.008453496],"study_design_scores_gemma":[0.00041568073,0.00096821843,0.1156217,0.00051491155,0.000008293495,2.9861508e-7,0.0017908369,0.000014241833,0.000009650706,0.00013001545,0.88042337,0.00010280249],"about_ca_topic_score_codex":0.007140891,"about_ca_topic_score_gemma":0.0016031541,"teacher_disagreement_score":0.96332175,"about_ca_system_score_codex":0.00023321119,"about_ca_system_score_gemma":0.0012928853,"threshold_uncertainty_score":0.9994855},"labels":[],"label_agreement":null},{"id":"W6902034523","doi":"10.6084/m9.figshare.12153849","title":"Additional file 1 of Informal workplaces and their comparative effects on the health of street vendors and home-based garment workers in Yangon, Myanmar: a qualitative study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interview; Qualitative research; Semi-structured interview; Qualitative analysis; Clothing; Work (physics)","score_opus":0.10444814675654687,"score_gpt":0.39958728445866837,"score_spread":0.2951391377021215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902034523","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13198353,0.00011390099,5.1631357e-8,0.0015139057,0.000009266884,0.0013118433,0.8646636,0.000012187439,0.00039169434],"genre_scores_gemma":[0.8912657,0.0000015729884,0.000012527303,0.0008551944,0.000029671586,0.0018193156,0.10597485,0.0000070653873,0.000034136272],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.998524,0.00067410996,0.00032052267,0.00014159366,0.00015410235,0.00018564284],"domain_scores_gemma":[0.98784554,0.011630755,0.00031441194,0.000075596974,0.00006946839,0.00006419868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013029114,0.0001344126,0.00035335764,0.000052108353,0.00021096462,0.000003365069,0.0000733308,0.00003436017,0.24490647],"category_scores_gemma":[0.0007249372,0.00008402925,0.000027521679,0.00019091087,0.000031575037,0.00004596563,0.000108742846,0.000232929,0.000024095252],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020346622,0.0000629809,0.0041853413,0.00042596972,0.00004944912,5.054133e-7,0.13817571,0.000003286665,1.120862e-7,0.0000059619565,0.8565779,0.00030932378],"study_design_scores_gemma":[0.0017345439,0.0023908482,0.42690092,0.009233724,0.000004824538,3.242139e-8,0.5274484,0.000058443602,0.000012813581,0.000020933812,0.032050636,0.00014386955],"about_ca_topic_score_codex":0.0000448013,"about_ca_topic_score_gemma":0.0004746608,"teacher_disagreement_score":0.82452726,"about_ca_system_score_codex":0.00002587242,"about_ca_system_score_gemma":0.00016613488,"threshold_uncertainty_score":0.7557838},"labels":[],"label_agreement":null},{"id":"W6902323916","doi":"10.6084/m9.figshare.28924868","title":"Additional file 1 of Beyond the pandemic: the relationship between macroeconomic conditions and healthcare worker shortages in the United States","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Health care; Quarter (Canadian coin); Government (linguistics); Work (physics); Healthcare worker","score_opus":0.13620065789440655,"score_gpt":0.4191308568808245,"score_spread":0.28293019898641797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902323916","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007338737,0.0002365127,6.0866775e-8,0.021912407,0.00002250508,0.0006378954,0.96717876,0.00002261468,0.0026505315],"genre_scores_gemma":[0.20866679,0.000014734457,0.0000030834642,0.0034247458,0.00008000077,0.0028466084,0.78286433,0.000006887825,0.0020927924],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987836,0.00047047352,0.00032400593,0.00012809054,0.000088977264,0.000204893],"domain_scores_gemma":[0.9650369,0.034504354,0.00014326358,0.00020417,0.00009176072,0.000019529627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016912831,0.000097940225,0.00013539511,0.00008552815,0.0012559767,0.000012737539,0.00021330615,0.00008728243,0.6422879],"category_scores_gemma":[0.0017477596,0.000050554103,0.00003741589,0.00033810418,0.00006184843,0.000052339557,0.00012845131,0.00054110674,0.00017569361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026697878,0.0000041366357,0.19449477,0.000060495913,0.000018382112,1.9264758e-7,0.0013420762,0.0000016481326,9.594391e-9,0.0005831823,0.80339783,0.00009458572],"study_design_scores_gemma":[0.0000678442,0.0000056756744,0.5526367,0.00090303394,0.000006486349,1.2574313e-7,0.004248481,0.000004716523,3.8589224e-8,0.0037264747,0.4383711,0.000029353912],"about_ca_topic_score_codex":0.000119302524,"about_ca_topic_score_gemma":0.0016962746,"teacher_disagreement_score":0.6421122,"about_ca_system_score_codex":0.000037423604,"about_ca_system_score_gemma":0.00012977481,"threshold_uncertainty_score":0.9660084},"labels":[],"label_agreement":null},{"id":"W6904553758","doi":"10.1371/journal.pone.0320248.s002","title":"Semi-structured interview guide.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social protection; Social policy; Work (physics); Health policy; Social work; Health care; Precarious work; Social determinants of health; Focus group","score_opus":0.1185893387237461,"score_gpt":0.45234900514970433,"score_spread":0.3337596664259582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904553758","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031925563,0.0044111125,0.0000069313164,0.011984629,0.0010684776,0.0011265256,0.096160315,0.00048336285,0.8844394],"genre_scores_gemma":[0.18216996,0.00014601079,0.0001355821,0.04430376,0.0013681918,0.0035495756,0.13214336,0.00008779593,0.63609576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990522,0.00013462034,0.00028212005,0.00017112606,0.000085156884,0.00027476274],"domain_scores_gemma":[0.99929386,0.00021463684,0.000073895724,0.00023239749,0.00014821619,0.00003701433],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007104307,0.00011382768,0.00018216469,0.0000567672,0.00044085959,0.0000066831462,0.00019241477,0.00010841476,0.3073523],"category_scores_gemma":[0.00083169754,0.00009016019,0.00006445962,0.00018002123,0.000004143163,0.00004819576,0.0003587924,0.0002592003,0.004383242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002153687,0.0000037941445,0.002262485,0.0005518874,0.000027562784,0.0000018176199,0.00031638198,1.4304224e-7,0.0000046361038,0.0003320693,0.99176264,0.0047344016],"study_design_scores_gemma":[0.00022065183,0.0000076008246,0.029005399,0.004813001,0.000008848167,1.1244218e-7,0.00028797175,0.0000042721526,0.000020510453,0.0008383202,0.9647127,0.00008062413],"about_ca_topic_score_codex":0.000019201289,"about_ca_topic_score_gemma":0.00013829526,"teacher_disagreement_score":0.30296907,"about_ca_system_score_codex":0.00006476001,"about_ca_system_score_gemma":0.00010010969,"threshold_uncertainty_score":0.99639195},"labels":[],"label_agreement":null},{"id":"W6909009515","doi":"10.34989/san-2024-8","title":"Benchmarks for assessing labour market health: 2024 update","year":2024,"lang":"en","type":"article","venue":"Bank of Canada Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Phillips curve; Quarter (Canadian coin); Dashboard; Population; Unemployment; Balance (ability); Labour supply; Economic indicator","score_opus":0.12475996463073809,"score_gpt":0.5105309635333523,"score_spread":0.3857709989026142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909009515","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06153562,0.025878232,0.00024322956,0.4823394,0.0068344707,0.004074099,0.0012469692,0.00011724173,0.41773075],"genre_scores_gemma":[0.7388402,0.00093206123,0.0005688226,0.0016550389,0.001064267,0.00059155305,0.000099093675,0.000072262956,0.25617668],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659806,0.0006381351,0.00048378404,0.00030285039,0.0008888083,0.0010883487],"domain_scores_gemma":[0.9967217,0.002243135,0.000060698978,0.00025023668,0.0005296398,0.00019459776],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004843138,0.00011849321,0.00029059162,0.00022204558,0.0013153697,0.000034907946,0.00023033516,0.00008487605,0.0038071356],"category_scores_gemma":[0.0005431844,0.000099412726,0.000051932046,0.0005225398,0.00008111715,0.00011270731,0.00020420611,0.0007816856,0.000007649818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033287888,0.000009436458,0.0030432304,0.0022966354,0.000054241475,0.000011114638,0.00031661097,5.621744e-7,0.000019392612,0.01720376,0.9694784,0.007533316],"study_design_scores_gemma":[0.00022215971,0.000053422442,0.010896795,0.0007478977,0.000004900423,3.7397348e-7,0.002171124,0.00017882962,0.000020425532,0.0030438101,0.98256874,0.00009152391],"about_ca_topic_score_codex":0.40679666,"about_ca_topic_score_gemma":0.7050136,"teacher_disagreement_score":0.6773046,"about_ca_system_score_codex":0.0006865526,"about_ca_system_score_gemma":0.01021306,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W6920531367","doi":"10.6084/m9.figshare.19126298","title":"Additional file 1 of Who loses more? Identifying the relationship between hospitalization and income loss: prediction of hospitalization duration and differences of gender and employment status","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Duration (music); MEDLINE; Household income; Data collection","score_opus":0.12146110032325415,"score_gpt":0.38240041270405833,"score_spread":0.2609393123808042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920531367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9251449,0.00020478551,0.00007683363,0.00013946195,0.000042699947,0.00071742875,0.07326322,0.0000020301632,0.00040864001],"genre_scores_gemma":[0.99019545,0.00007832306,0.00019208538,0.000007511405,0.000027430462,0.0002548286,0.008872979,0.000007732556,0.00036365842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987014,0.00024051707,0.0005253037,0.0001681767,0.00025860843,0.00010599553],"domain_scores_gemma":[0.99772954,0.001451585,0.00056952704,0.00009596746,0.00012510412,0.000028281918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002755017,0.00008484237,0.00019416852,0.00008648377,0.0006974645,0.000014789434,0.00007215356,0.000044198146,0.023048487],"category_scores_gemma":[0.00043060334,0.0000683341,0.000014912838,0.00016978117,0.00016107984,0.00027431236,0.00032839162,0.00009812278,6.5462103e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017937185,0.000021012269,0.98069435,0.00010984815,0.00004247742,9.7907254e-8,0.008755052,0.0000026254734,0.0000078383955,0.0003427082,0.009264427,0.0007416062],"study_design_scores_gemma":[0.00031716758,0.00013667329,0.98848504,0.00023337232,0.00005241184,3.2166844e-7,0.007660847,0.00005969525,0.00001415682,0.0012340635,0.0017493234,0.00005693318],"about_ca_topic_score_codex":0.00010803548,"about_ca_topic_score_gemma":0.00004091765,"teacher_disagreement_score":0.06505055,"about_ca_system_score_codex":0.000031118732,"about_ca_system_score_gemma":0.00006053498,"threshold_uncertainty_score":0.9778446},"labels":[],"label_agreement":null},{"id":"W6923690702","doi":"10.1371/journal.pone.0320248.s003","title":"Inclusivity in global research questionnaire.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social protection; Work (physics); Social policy; Precarious work; Health policy; Social determinants of health; Health care; Social work; Labour law","score_opus":0.1856832695734787,"score_gpt":0.5562152188417049,"score_spread":0.3705319492682262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923690702","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035404906,0.0031416602,0.0000021126705,0.031445272,0.0006976391,0.002160606,0.07440279,0.00037735517,0.85236764],"genre_scores_gemma":[0.98563486,0.0000111260915,0.0000061777773,0.0009923547,0.00015267642,0.00090439705,0.0046347794,0.0000059754643,0.007657635],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99855816,0.00048801448,0.00020079143,0.00018542822,0.00016021803,0.00040739452],"domain_scores_gemma":[0.99911696,0.00037114002,0.000028740817,0.00018376879,0.00026258544,0.0000368226],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038198213,0.00007137594,0.00012477522,0.00010570902,0.0007679742,0.0000066699195,0.0001763897,0.00012426052,0.031358343],"category_scores_gemma":[0.0037090678,0.00006443222,0.000023952805,0.00076311704,0.000010838691,0.000065971355,0.0007986833,0.00048625152,0.0032564162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010090498,0.000022905488,0.20817348,0.00024726297,0.000004630382,0.0000053358303,0.00029750267,4.2053452e-7,7.400567e-7,0.0026499992,0.7865832,0.0020044767],"study_design_scores_gemma":[0.00026156302,0.00001054107,0.6674415,0.0050668106,9.21909e-7,4.5844036e-8,0.00025405316,0.000008734495,0.0000026818502,0.0075372243,0.319365,0.00005096232],"about_ca_topic_score_codex":0.00057862076,"about_ca_topic_score_gemma":0.006351606,"teacher_disagreement_score":0.95023,"about_ca_system_score_codex":0.00042201308,"about_ca_system_score_gemma":0.00032187928,"threshold_uncertainty_score":0.9975197},"labels":[],"label_agreement":null},{"id":"W6927853586","doi":"10.34989/san-2023-7","title":"Benchmarks for assessing labour market health: 2023 update","year":2023,"lang":"en","type":"article","venue":"Bank of Canada Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Context (archaeology); Population; Population ageing; Market risk; Work (physics)","score_opus":0.1687737869627851,"score_gpt":0.5159859967631599,"score_spread":0.3472122098003748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927853586","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31012464,0.002233106,0.00005900467,0.45216072,0.003058909,0.0048270244,0.0014263261,0.00015683699,0.22595343],"genre_scores_gemma":[0.7362798,0.0010734564,0.00035814324,0.002276126,0.00087863544,0.0010273482,0.00036089894,0.00008514982,0.25766045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960368,0.0007951284,0.0005006554,0.00026835848,0.0010080418,0.0013909955],"domain_scores_gemma":[0.9961527,0.002469843,0.00012861383,0.0002999717,0.00073614815,0.00021275182],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006329546,0.000111704234,0.00032477098,0.0002625137,0.0020693908,0.000013771703,0.00028541344,0.00008559743,0.001702415],"category_scores_gemma":[0.0011682162,0.000100373734,0.00004433362,0.00091564754,0.000081405116,0.00008342008,0.00029521354,0.0005354611,0.000016782167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045782544,0.000009079413,0.014464618,0.00076929014,0.000031903735,0.0000062271274,0.0002252037,0.0000017125997,0.000024111725,0.004294255,0.9768905,0.0032373152],"study_design_scores_gemma":[0.0005025585,0.000053809104,0.13155916,0.00025345356,0.000002554864,1.230367e-7,0.0041820756,0.00011158409,0.000020365334,0.0021624034,0.8610544,0.00009751224],"about_ca_topic_score_codex":0.50131726,"about_ca_topic_score_gemma":0.80012953,"teacher_disagreement_score":0.4498846,"about_ca_system_score_codex":0.00047382695,"about_ca_system_score_gemma":0.0066859196,"threshold_uncertainty_score":0.9992298},"labels":[],"label_agreement":null},{"id":"W6939536023","doi":"10.6084/m9.figshare.14889192","title":"Additional file 1 of Initiatives addressing precarious employment and its effects on workers’ health and well-being: a protocol for a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Government (linguistics); Work (physics); MEDLINE; Health care","score_opus":0.13167525570261326,"score_gpt":0.44968446794277356,"score_spread":0.3180092122401603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939536023","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002945437,0.0026764413,1.4224163e-7,0.0006495272,0.000012790114,0.15089233,0.84377843,0.000042468837,0.0019449441],"genre_scores_gemma":[0.000053527343,0.000016320448,0.000058386744,0.0021046132,0.000065743625,0.74529743,0.25143185,0.000019796504,0.0009523292],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983573,0.00047007675,0.0004682062,0.0002535731,0.00018862961,0.0002622329],"domain_scores_gemma":[0.99323803,0.0057894653,0.00047585083,0.00013019433,0.00025677474,0.000109656256],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095907264,0.00016652775,0.00058587466,0.00004041902,0.0004956114,0.000010200564,0.00005090128,0.00006517512,0.45263293],"category_scores_gemma":[0.0075239646,0.0001300396,0.00005895315,0.00011047417,0.0000065728473,0.000077236466,0.00013378369,0.00016120239,0.000089175155],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011542858,0.00002106891,0.000010774986,0.3913372,0.00003601039,0.0000018681552,0.00082428893,1.2199328e-8,1.2547996e-7,0.000014024384,0.6076803,0.000062763494],"study_design_scores_gemma":[0.00052162027,0.00023698932,0.0006726259,0.8551635,0.000017836572,0.0000014014457,0.00022646454,0.0000053467843,0.000010459,0.000041435003,0.14299881,0.000103489816],"about_ca_topic_score_codex":0.0000010823567,"about_ca_topic_score_gemma":0.000010813498,"teacher_disagreement_score":0.59440506,"about_ca_system_score_codex":0.000051805546,"about_ca_system_score_gemma":0.0003403171,"threshold_uncertainty_score":0.9007432},"labels":[],"label_agreement":null},{"id":"W6957962736","doi":"10.6084/m9.figshare.14157742","title":"Additional file 1 of A meliorated Harris Hawks optimizer for combinatorial unit commitment problem with photovoltaic applications","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoltaic system; Unit (ring theory); Power system simulation; Test (biology); Real world data; Class (philosophy)","score_opus":0.08280924342335616,"score_gpt":0.39205517203775264,"score_spread":0.3092459286143965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957962736","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020437797,0.000053847423,0.00024175861,0.0012994417,0.00017590806,0.00820108,0.8957111,0.000012503823,0.09226055],"genre_scores_gemma":[0.0055332957,0.000025613666,0.23028032,0.00056376774,0.00058358023,0.09926623,0.51564157,0.00011286929,0.14799277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988837,0.00011673205,0.00034587394,0.0002549584,0.00016082337,0.00023789801],"domain_scores_gemma":[0.9973516,0.0013506949,0.00025106646,0.0002385453,0.0007390621,0.00006903588],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013070187,0.00012574079,0.00028459632,0.000029483186,0.00069422665,0.000019885378,0.00019237249,0.000084378924,0.7333893],"category_scores_gemma":[0.000096148746,0.00010349894,0.000042542317,0.00027544788,0.000066697394,0.00009410552,0.00021756827,0.00015721447,0.00029377287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014588193,0.00024637385,0.0002555274,0.00004435217,0.00013814551,0.0000015527409,0.0003352842,0.000004257514,0.00007151072,0.00038847496,0.99759245,0.00077621115],"study_design_scores_gemma":[0.0019880922,0.00013921503,0.00034760658,0.00033152782,0.000054706557,5.800623e-7,0.0012871375,0.000022803997,0.00043743217,0.0005887861,0.9946743,0.00012777999],"about_ca_topic_score_codex":0.00004805378,"about_ca_topic_score_gemma":0.00027388992,"teacher_disagreement_score":0.7330956,"about_ca_system_score_codex":0.00004746554,"about_ca_system_score_gemma":0.0006718858,"threshold_uncertainty_score":0.53395003},"labels":[],"label_agreement":null},{"id":"W6958236555","doi":"10.6084/m9.figshare.19126298.v1","title":"Additional file 1 of Who loses more? Identifying the relationship between hospitalization and income loss: prediction of hospitalization duration and differences of gender and employment status","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Duration (music); MEDLINE; Household income; Data collection","score_opus":0.11688439983805032,"score_gpt":0.35275595713634567,"score_spread":0.23587155729829534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958236555","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22875941,0.00035775072,0.000007352501,0.00006464364,0.000021797781,0.00041641382,0.7702496,0.000013787312,0.00010921743],"genre_scores_gemma":[0.7239707,0.000028446513,0.00001703976,0.000010767321,0.00003191715,0.0005259685,0.27531385,0.000007494035,0.000093804985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881315,0.00018434098,0.0004599606,0.00014724319,0.00028437274,0.00011093143],"domain_scores_gemma":[0.9971865,0.0019661135,0.0005542805,0.00008820593,0.00017652671,0.000028399132],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008800445,0.00008899946,0.0001695403,0.00009510849,0.00062972395,0.000007281441,0.000046791913,0.00005131739,0.17573848],"category_scores_gemma":[0.0014860375,0.000073130126,0.00001972688,0.00017809466,0.000050041548,0.00018968283,0.00020590369,0.00011212918,0.0000013069658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007160324,0.000011954235,0.7971002,0.00055026053,0.000030178191,9.338816e-8,0.0038315759,0.0000025772465,0.0000016857864,0.00020220206,0.19816078,0.00010136584],"study_design_scores_gemma":[0.00020603309,0.00010076076,0.991824,0.001055971,0.000027120679,2.8964345e-7,0.0029093488,0.00007465194,0.000005104502,0.0008735042,0.002865406,0.000057851903],"about_ca_topic_score_codex":0.000029490322,"about_ca_topic_score_gemma":0.000012944163,"teacher_disagreement_score":0.49521127,"about_ca_system_score_codex":0.000031954984,"about_ca_system_score_gemma":0.00004890329,"threshold_uncertainty_score":0.825015},"labels":[],"label_agreement":null},{"id":"W6958506265","doi":"10.6084/m9.figshare.19728685.v1","title":"Additional file 2 of Enhancing the capacity of the mental health and substance use health workforce to meet population needs: insights from a facilitated virtual policy dialogue","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa; Mental Health Commission of Canada; Athabasca University","funders":"","keywords":"Mental health; Population; Workforce; Coding (social sciences); Population health; Workforce development","score_opus":0.09033789395639076,"score_gpt":0.33643719237914016,"score_spread":0.2460992984227494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958506265","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072950795,0.00014462479,3.3324622e-7,0.0034023244,0.00006601192,0.00084176357,0.9224853,0.000021677177,0.000087201675],"genre_scores_gemma":[0.3957199,0.0000039887705,0.000026383113,0.0032971685,0.00009591859,0.0010696959,0.599296,0.00001232856,0.00047867157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809796,0.0006847218,0.00047103016,0.00016360491,0.0003301618,0.00025254008],"domain_scores_gemma":[0.9970702,0.0020996053,0.00044912536,0.00020684578,0.00008170818,0.00009253984],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081015256,0.00011697743,0.00025029894,0.00007831192,0.0017469736,0.000004669927,0.00015791625,0.00003419211,0.309181],"category_scores_gemma":[0.00159297,0.00007949881,0.000051821615,0.0004942176,0.000020530197,0.00009371399,0.00027557553,0.00022503937,0.000016670607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030501062,0.000019489857,0.0005222765,0.000052505315,0.000016030039,4.99719e-8,0.039670654,0.000016247312,0.000006788557,0.00023281474,0.9592555,0.00017714151],"study_design_scores_gemma":[0.00045567274,0.00030117694,0.20438525,0.0043083197,0.0000033958065,4.581198e-7,0.023977036,0.00003753307,0.000011886832,0.00047496165,0.76586777,0.00017651908],"about_ca_topic_score_codex":0.0060286266,"about_ca_topic_score_gemma":0.018259468,"teacher_disagreement_score":0.32318932,"about_ca_system_score_codex":0.00029553933,"about_ca_system_score_gemma":0.00038131722,"threshold_uncertainty_score":0.9996547},"labels":[],"label_agreement":null},{"id":"W6962815229","doi":"10.17605/osf.io/nd38q","title":"Insecure People in Insecure Places: The Influence of Regional Unemployment on Workers’ Reactions to the Threat of Job Loss","year":2017,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Job loss; Job insecurity; Mental health; Multilevel model; Perception; Sample (material); Test (biology)","score_opus":0.08703819651550468,"score_gpt":0.44813477154475606,"score_spread":0.3610965750292514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962815229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9166886,0.00004695541,0.000020013691,0.074655764,0.00041417498,0.0014952928,0.000015930047,0.00000923682,0.0066540344],"genre_scores_gemma":[0.996355,0.00011358876,0.00022646703,0.0018459137,0.00008514695,0.0003101795,7.545545e-7,0.000010544656,0.0010524011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976275,0.00021794575,0.00051577727,0.00040180894,0.00075383985,0.00048310275],"domain_scores_gemma":[0.99611366,0.0012329355,0.00055130554,0.0017028967,0.00030380912,0.0000953991],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027032876,0.00016485147,0.00031481145,0.00011175228,0.0038370325,0.00009316236,0.0040978794,0.00013182365,0.000090239824],"category_scores_gemma":[0.0023286913,0.00008784557,0.0000515583,0.0009689546,0.0011003311,0.00045707953,0.001813149,0.0008071328,0.000056609882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014255432,0.00007815421,0.9129673,0.000026093827,0.000013091882,0.0000010928574,0.03673814,0.000875629,0.000057563466,0.042999666,0.005773078,0.00032759015],"study_design_scores_gemma":[0.00024116455,0.00013207829,0.9642902,0.0018151938,0.000008817051,4.813811e-7,0.0079419315,0.000008160722,0.0000314236,0.010107248,0.01531204,0.00011127106],"about_ca_topic_score_codex":0.008735704,"about_ca_topic_score_gemma":0.022142937,"teacher_disagreement_score":0.079666406,"about_ca_system_score_codex":0.00012760158,"about_ca_system_score_gemma":0.0005366451,"threshold_uncertainty_score":0.9978652},"labels":[],"label_agreement":null},{"id":"W6963290994","doi":"10.20381/ruor-22736","title":"Adapter les mesures préventives de santé et de sécurité pour les travailleurs qui cumulent des précarités : les obligations d’équité","year":2017,"lang":"fr","type":"article","venue":"University of Ottawa - Library","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Complicity; Trade union; Construction industry","score_opus":0.05780883364375078,"score_gpt":0.3603735044582461,"score_spread":0.30256467081449534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963290994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8075001,0.011936142,0.000566243,0.047003586,0.00039264286,0.0005954416,0.0005923417,0.00019073002,0.13122275],"genre_scores_gemma":[0.8759679,0.011358762,0.005231056,0.0002464047,0.00042867727,0.0000032167418,0.00006024098,0.000064810556,0.106638886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967458,0.0013026297,0.00041496175,0.00045050707,0.0002823319,0.00080371683],"domain_scores_gemma":[0.9977183,0.00071223895,0.00059380545,0.0005680331,0.0001384058,0.0002692143],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005526997,0.00038622413,0.00053913565,0.00023977166,0.0049700346,0.00007632338,0.00094028213,0.00053337135,0.0033651968],"category_scores_gemma":[0.00020876592,0.00043478044,0.0003552631,0.00011022703,0.001727452,0.0017668107,0.0008751169,0.00078574324,0.000044011704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009948,0.00037814296,0.7618153,0.0007180723,0.00039313608,0.00007352935,0.030166876,0.0000146280745,0.00012320725,0.071768686,0.12083368,0.013615229],"study_design_scores_gemma":[0.0011849293,0.00015331373,0.74372613,0.0017032117,0.00029228945,0.000004251975,0.05933181,0.00005030214,0.00040754178,0.008136387,0.18463501,0.0003748221],"about_ca_topic_score_codex":0.010640157,"about_ca_topic_score_gemma":0.007128785,"teacher_disagreement_score":0.06846783,"about_ca_system_score_codex":0.00011030873,"about_ca_system_score_gemma":0.00068526494,"threshold_uncertainty_score":0.9998104},"labels":[],"label_agreement":null},{"id":"W6976540867","doi":"10.6084/m9.figshare.14889195.v1","title":"Additional file 2 of Initiatives addressing precarious employment and its effects on workers’ health and well-being: a protocol for a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); MEDLINE; Systematic review; Health care","score_opus":0.12775332820229535,"score_gpt":0.4489842072791166,"score_spread":0.32123087907682124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976540867","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029420178,0.0027326255,1.4002896e-7,0.0006497739,0.000012932318,0.15148422,0.843076,0.00004268922,0.0019986716],"genre_scores_gemma":[0.00005278518,0.00001677098,0.000057250752,0.0021087925,0.00006681813,0.7440376,0.25268292,0.000019807809,0.0009572248],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99835753,0.00046992212,0.00046841014,0.00025338854,0.00018858383,0.0002621391],"domain_scores_gemma":[0.99331707,0.005710592,0.00047651198,0.0001299555,0.0002562281,0.00010964402],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009539865,0.00016647631,0.0005860139,0.000040393315,0.0004956467,0.000010222069,0.00005087376,0.00006517548,0.44805905],"category_scores_gemma":[0.0074363896,0.0001299983,0.000058942074,0.00011039075,0.000006572759,0.00007728788,0.00013376541,0.00016116633,0.00008825091],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011465465,0.000021032258,0.00001042807,0.39218804,0.000035959467,0.0000019150707,0.00082379003,1.2238833e-8,1.2108475e-7,0.000014243746,0.60682863,0.00006437498],"study_design_scores_gemma":[0.0005238877,0.00023648613,0.0006605962,0.85105824,0.0000177332,0.0000014012559,0.00022370678,0.000005299922,0.0000103720395,0.000041659958,0.14711757,0.00010304276],"about_ca_topic_score_codex":0.0000010929504,"about_ca_topic_score_gemma":0.00001087566,"teacher_disagreement_score":0.5925534,"about_ca_system_score_codex":0.00005181996,"about_ca_system_score_gemma":0.00033884632,"threshold_uncertainty_score":0.890259},"labels":[],"label_agreement":null},{"id":"W6976616194","doi":"10.6084/m9.figshare.19728682.v1","title":"Additional file 1 of Enhancing the capacity of the mental health and substance use health workforce to meet population needs: insights from a facilitated virtual policy dialogue","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa; Mental Health Commission of Canada; Athabasca University","funders":"","keywords":"Mental health; Population; Workforce; Coding (social sciences); Population health; Workforce development","score_opus":0.09312812741452813,"score_gpt":0.33703631403129175,"score_spread":0.2439081866167636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976616194","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07333866,0.00014241086,3.399245e-7,0.0034170004,0.000065616965,0.0008427134,0.92208624,0.000021670321,0.00008533091],"genre_scores_gemma":[0.39845538,0.0000038817197,0.00002686532,0.0032879517,0.00009434398,0.001086311,0.5965571,0.000012310901,0.00047588442],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809766,0.0006849386,0.00047083126,0.00016371989,0.0003302388,0.00025262707],"domain_scores_gemma":[0.997042,0.0021278278,0.0004485425,0.00020722223,0.000081880295,0.000092553855],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008143275,0.00011701237,0.00025024143,0.000078360084,0.0017468536,0.0000046604296,0.00015799882,0.000034191926,0.313009],"category_scores_gemma":[0.0016112085,0.00007952321,0.00005183103,0.00049457845,0.000020530462,0.00009365374,0.0002756119,0.00022508802,0.000016839354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000306563,0.000019494864,0.0005382859,0.00005205982,0.000016029104,4.871849e-8,0.039637756,0.00001617353,0.000007016595,0.00022902184,0.95928085,0.00017260724],"study_design_scores_gemma":[0.00045995417,0.00030591286,0.21059802,0.0044280034,0.0000034615196,4.6442943e-7,0.024591895,0.00003837015,0.000012146607,0.00047892754,0.75890315,0.00017967715],"about_ca_topic_score_codex":0.00597247,"about_ca_topic_score_gemma":0.018160405,"teacher_disagreement_score":0.3255292,"about_ca_system_score_codex":0.0002954599,"about_ca_system_score_gemma":0.00038291694,"threshold_uncertainty_score":0.9997556},"labels":[],"label_agreement":null},{"id":"W6976745624","doi":"10.6084/m9.figshare.20110697.v1","title":"Additional file 1 of How does informal employment affect health and health equity? Emerging gaps in research from a scoping review and modified e-Delphi survey","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Government (linguistics); Data collection; Qualitative research; Health care","score_opus":0.4418118859405706,"score_gpt":0.5369481888889438,"score_spread":0.09513630294837322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976745624","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003390885,0.01864609,7.911644e-8,0.007392573,0.000039325707,0.0021298886,0.97103494,0.000031993502,0.00038601135],"genre_scores_gemma":[0.0066158716,0.0026682839,0.000041474974,0.0031286688,0.00008262414,0.008137246,0.97869015,0.00002682549,0.00060887064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960558,0.0018050456,0.00058862177,0.0003263627,0.0005631863,0.0006610279],"domain_scores_gemma":[0.99435425,0.0046983426,0.00039827742,0.00020119907,0.00015802153,0.00018993285],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018712499,0.00015481412,0.0005784374,0.0001978724,0.001492862,0.000014501274,0.00016487455,0.000045221834,0.7665254],"category_scores_gemma":[0.0034133599,0.0001315214,0.0000344765,0.00041748595,0.000023531342,0.00016282685,0.0017237185,0.00072884216,0.000028327237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019092347,0.000024643079,0.0016087594,0.009922285,0.000015331729,0.0000012866757,0.0019633612,6.846512e-7,6.045984e-8,0.0000058950254,0.9845946,0.001844034],"study_design_scores_gemma":[0.0012350341,0.0007573773,0.30632576,0.3410931,0.0000057817797,0.0000013627658,0.0051026996,0.000056485027,4.4898013e-7,0.00012483278,0.3448967,0.00040043955],"about_ca_topic_score_codex":0.0022090215,"about_ca_topic_score_gemma":0.01036492,"teacher_disagreement_score":0.7664971,"about_ca_system_score_codex":0.0002361185,"about_ca_system_score_gemma":0.00126202,"threshold_uncertainty_score":0.99980706},"labels":[],"label_agreement":null},{"id":"W6977041065","doi":"10.6084/m9.figshare.20367013.v1","title":"Additional file 1 of An impact of economic slowdown on health. New evidence from 21 European countries","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slowdown; European union; Government (linguistics); Quarter (Canadian coin)","score_opus":0.1540141626045048,"score_gpt":0.4239952549517373,"score_spread":0.2699810923472325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977041065","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019848193,0.00019611766,1.7042757e-8,0.0006453232,0.000060587317,0.00027665877,0.99276483,0.000036069505,0.004035558],"genre_scores_gemma":[0.011800133,0.000008696571,0.000033703935,0.0006043497,0.0003562875,0.00039042128,0.9840835,0.000023977545,0.0026989633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858534,0.0004225289,0.00038181347,0.00019650844,0.00018765173,0.00022614333],"domain_scores_gemma":[0.99598306,0.0031455131,0.0004635021,0.0002455522,0.00006167516,0.00010070517],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000085950196,0.00011354794,0.0002481785,0.00005775984,0.0005149274,0.0000037552816,0.00023287204,0.000024426039,0.99819076],"category_scores_gemma":[0.000891405,0.00010355495,0.00008861329,0.000060692208,0.00000977773,0.00012271506,0.00025626842,0.00024113929,0.003392446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006138643,0.000022170507,0.00022730356,0.00006627607,0.000031810647,0.0000015535726,0.0011328048,0.00005006689,7.3900344e-7,0.0000053935833,0.99769545,0.0007050502],"study_design_scores_gemma":[0.0002097066,0.0005888169,0.12393458,0.0033896868,0.0000030677854,2.3261384e-7,0.00041841192,0.000018655466,0.000002208111,0.00007399837,0.8712655,0.00009519412],"about_ca_topic_score_codex":0.0012914743,"about_ca_topic_score_gemma":0.00035882005,"teacher_disagreement_score":0.9947983,"about_ca_system_score_codex":0.00026416365,"about_ca_system_score_gemma":0.0010322077,"threshold_uncertainty_score":0.99738353},"labels":[],"label_agreement":null},{"id":"W6977215145","doi":"10.6084/m9.figshare.20110697","title":"Additional file 1 of How does informal employment affect health and health equity? Emerging gaps in research from a scoping review and modified e-Delphi survey","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Government (linguistics); Data collection; Qualitative research; Health care","score_opus":0.4418118859405706,"score_gpt":0.5369481888889438,"score_spread":0.09513630294837322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977215145","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003390885,0.01864609,7.911644e-8,0.007392573,0.000039325707,0.0021298886,0.97103494,0.000031993502,0.00038601135],"genre_scores_gemma":[0.0066158716,0.0026682839,0.000041474974,0.0031286688,0.00008262414,0.008137246,0.97869015,0.00002682549,0.00060887064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960558,0.0018050456,0.00058862177,0.0003263627,0.0005631863,0.0006610279],"domain_scores_gemma":[0.99435425,0.0046983426,0.00039827742,0.00020119907,0.00015802153,0.00018993285],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018712499,0.00015481412,0.0005784374,0.0001978724,0.001492862,0.000014501274,0.00016487455,0.000045221834,0.7665254],"category_scores_gemma":[0.0034133599,0.0001315214,0.0000344765,0.00041748595,0.000023531342,0.00016282685,0.0017237185,0.00072884216,0.000028327237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019092347,0.000024643079,0.0016087594,0.009922285,0.000015331729,0.0000012866757,0.0019633612,6.846512e-7,6.045984e-8,0.0000058950254,0.9845946,0.001844034],"study_design_scores_gemma":[0.0012350341,0.0007573773,0.30632576,0.3410931,0.0000057817797,0.0000013627658,0.0051026996,0.000056485027,4.4898013e-7,0.00012483278,0.3448967,0.00040043955],"about_ca_topic_score_codex":0.0022090215,"about_ca_topic_score_gemma":0.01036492,"teacher_disagreement_score":0.7664971,"about_ca_system_score_codex":0.0002361185,"about_ca_system_score_gemma":0.00126202,"threshold_uncertainty_score":0.99980706},"labels":[],"label_agreement":null},{"id":"W6977235667","doi":"10.6084/m9.figshare.19728685","title":"Additional file 2 of Enhancing the capacity of the mental health and substance use health workforce to meet population needs: insights from a facilitated virtual policy dialogue","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa; Mental Health Commission of Canada; Athabasca University","funders":"","keywords":"Mental health; Population; Workforce; Coding (social sciences); Population health; Workforce development","score_opus":0.09033789395639076,"score_gpt":0.33643719237914016,"score_spread":0.2460992984227494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977235667","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072950795,0.00014462479,3.3324622e-7,0.0034023244,0.00006601192,0.00084176357,0.9224853,0.000021677177,0.000087201675],"genre_scores_gemma":[0.3957199,0.0000039887705,0.000026383113,0.0032971685,0.00009591859,0.0010696959,0.599296,0.00001232856,0.00047867157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809796,0.0006847218,0.00047103016,0.00016360491,0.0003301618,0.00025254008],"domain_scores_gemma":[0.9970702,0.0020996053,0.00044912536,0.00020684578,0.00008170818,0.00009253984],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081015256,0.00011697743,0.00025029894,0.00007831192,0.0017469736,0.000004669927,0.00015791625,0.00003419211,0.309181],"category_scores_gemma":[0.00159297,0.00007949881,0.000051821615,0.0004942176,0.000020530197,0.00009371399,0.00027557553,0.00022503937,0.000016670607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030501062,0.000019489857,0.0005222765,0.000052505315,0.000016030039,4.99719e-8,0.039670654,0.000016247312,0.000006788557,0.00023281474,0.9592555,0.00017714151],"study_design_scores_gemma":[0.00045567274,0.00030117694,0.20438525,0.0043083197,0.0000033958065,4.581198e-7,0.023977036,0.00003753307,0.000011886832,0.00047496165,0.76586777,0.00017651908],"about_ca_topic_score_codex":0.0060286266,"about_ca_topic_score_gemma":0.018259468,"teacher_disagreement_score":0.32318932,"about_ca_system_score_codex":0.00029553933,"about_ca_system_score_gemma":0.00038131722,"threshold_uncertainty_score":0.9996547},"labels":[],"label_agreement":null},{"id":"W6979933855","doi":"","title":"In and out the back door Canada's temporary worker programs in a global perspective","year":2012,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Government (linguistics); Work (physics); Context (archaeology); Action (physics)","score_opus":0.06492148578079596,"score_gpt":0.38581998888751157,"score_spread":0.32089850310671564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979933855","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049163454,0.006001518,6.4254465e-7,0.020840503,0.0006889585,0.0017419697,0.000030361341,0.00003823136,0.9701662],"genre_scores_gemma":[0.013150522,0.00020976903,0.000033898985,0.00170034,0.00049481256,0.0002671341,0.000010742176,0.000095468204,0.98403734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985857,0.00024419426,0.00024810468,0.0002524611,0.00016449994,0.00050503813],"domain_scores_gemma":[0.9995184,0.00007737742,0.00011719366,0.00019174152,0.000026637092,0.00006868152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022834336,0.00022973331,0.00033940465,0.000050224542,0.00011139367,0.0000055970945,0.00012493324,0.00024531884,0.0032382149],"category_scores_gemma":[0.000021997635,0.00013159007,0.00002384135,0.00016421251,0.00008158958,0.000030840176,0.00019448076,0.00046991845,0.000112512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009134729,0.00002100248,0.4664709,0.000035582027,0.00002614318,0.0000044354088,0.0015824258,2.29752e-9,5.028107e-9,0.0014886962,0.5300021,0.00035955332],"study_design_scores_gemma":[0.0004607289,0.000011383692,0.08264551,0.00043941938,0.000007845716,2.680987e-7,0.022952285,1.848498e-7,8.391232e-9,0.0003503676,0.89297104,0.00016093704],"about_ca_topic_score_codex":0.95241207,"about_ca_topic_score_gemma":0.99812824,"teacher_disagreement_score":0.3838254,"about_ca_system_score_codex":0.0005871283,"about_ca_system_score_gemma":0.000500551,"threshold_uncertainty_score":0.997673},"labels":[],"label_agreement":null},{"id":"W6980709557","doi":"","title":"Computer Assisted Segmentation of Tongue Ultrasound and Lip Videos","year":2021,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ultrasound; Segmentation; Tongue; Image segmentation; Ultrasound imaging","score_opus":0.04030065757805701,"score_gpt":0.3505990270475024,"score_spread":0.3102983694694454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980709557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888088,0.00031082955,0.002116179,0.0016888748,0.0009785664,0.00028495613,0.00021405553,0.000026679707,0.0055710445],"genre_scores_gemma":[0.9938333,0.0001277848,0.0016720198,0.0018972377,0.0002400227,0.000011339737,0.00008541147,0.000013065877,0.0021198213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992434,0.00008495049,0.00021938272,0.00012512624,0.000083573126,0.00024356382],"domain_scores_gemma":[0.9991048,0.0003097135,0.00006700663,0.000116590374,0.00021842867,0.00018344636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009608668,0.000077262295,0.0001482133,0.000060663882,0.00033219793,0.000007208584,0.000038828573,0.000085017055,0.00026134303],"category_scores_gemma":[0.00012423859,0.00007810374,0.000018928975,0.00011571616,0.000049277794,0.000033707838,0.000027291846,0.00013465824,0.000015243018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009595857,0.000037280653,0.7629865,0.0006226294,0.00018445264,0.0000942471,0.008421087,0.000050110535,0.0415142,0.0019308702,0.17313369,0.011015343],"study_design_scores_gemma":[0.00043987122,0.000031306772,0.9888519,0.00012330491,0.000069189125,0.0000052261557,0.0036476853,0.00013166411,0.00012628286,0.00018377732,0.006262777,0.00012703029],"about_ca_topic_score_codex":0.012299949,"about_ca_topic_score_gemma":0.060558848,"teacher_disagreement_score":0.22586538,"about_ca_system_score_codex":0.00012860615,"about_ca_system_score_gemma":0.00046740117,"threshold_uncertainty_score":0.99427724},"labels":[],"label_agreement":null},{"id":"W6980738241","doi":"","title":"Contemporary Rock Formations: Rock Elements in Classical Music","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Classical music; Rock art; Assemblage (archaeology); Object (grammar); Rock music","score_opus":0.08885475034815063,"score_gpt":0.37235276383230204,"score_spread":0.2834980134841514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980738241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5933516,0.00092656014,2.0330458e-7,0.00020458298,0.0034156214,0.0028707315,0.0012517588,0.00039919064,0.39757976],"genre_scores_gemma":[0.9380888,0.0002639487,0.00007205723,0.0011339298,0.00021261316,0.0016018362,0.0047012367,0.00023730494,0.05368829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99219525,0.0012867446,0.0027457285,0.0010703404,0.0013114936,0.0013904582],"domain_scores_gemma":[0.9957543,0.0005592647,0.0014050491,0.00081436895,0.0009764526,0.0004905648],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019467934,0.0010018193,0.0013930674,0.00081362354,0.0028240078,0.000036708116,0.00076623727,0.001466142,0.00077758665],"category_scores_gemma":[0.0014800882,0.0009849627,0.000333859,0.00082681066,0.000024456376,0.0013045968,0.00040756064,0.0038107613,0.0030708362],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010480913,0.008268332,0.0944753,0.022640444,0.0059658196,0.0010837613,0.005907229,0.00018813479,0.007842077,0.35966754,0.20046492,0.28301552],"study_design_scores_gemma":[0.0065656924,0.0004050738,0.016896766,0.0034670925,0.00023482589,0.000003247355,0.01317053,0.00007830535,0.00033900337,0.0453579,0.911435,0.0020465718],"about_ca_topic_score_codex":0.0006364873,"about_ca_topic_score_gemma":0.009099248,"teacher_disagreement_score":0.71097004,"about_ca_system_score_codex":0.0018456884,"about_ca_system_score_gemma":0.0004378024,"threshold_uncertainty_score":0.9998302},"labels":[],"label_agreement":null},{"id":"W6986678432","doi":"","title":"In Q1 2022, private payroll employment increased by 0.3% (flash estimate) : Flash estimate of payroll employment - first quarter 2022 / Insee (France)","year":2022,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Payroll; Quarter (Canadian coin); Unemployment; Payroll tax","score_opus":0.014687401332436787,"score_gpt":0.3181606819893119,"score_spread":0.3034732806568751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986678432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8130379,0.059205774,0.0008168832,0.10356207,0.0050816643,0.0062541203,0.0058775474,0.0003948488,0.0057692155],"genre_scores_gemma":[0.6174665,0.029529642,0.004994912,0.020470032,0.0024731194,0.01643481,0.0031513942,0.00097087695,0.30450872],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873771,0.0022884686,0.003203465,0.0017086255,0.002949348,0.0024730016],"domain_scores_gemma":[0.9931575,0.0026908282,0.001603351,0.0011825833,0.0007424895,0.0006232265],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040845624,0.0012247429,0.001841399,0.0031127785,0.002275226,0.00014505255,0.0014837831,0.0007274231,0.022547679],"category_scores_gemma":[0.0007783624,0.0013971205,0.0005528863,0.006872765,0.0005234272,0.0012193725,0.0013047967,0.0027942972,0.0005847034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049440574,0.0025747882,0.416115,0.0011243467,0.00044470467,0.00008115385,0.00512705,0.0030293458,0.00091276463,0.0045581735,0.5647,0.0008382985],"study_design_scores_gemma":[0.008411482,0.0008006269,0.19779219,0.0008266836,0.00019546902,0.000017341988,0.0003114144,0.0027935335,0.00043242608,0.0043912698,0.7827802,0.0012473755],"about_ca_topic_score_codex":0.004308888,"about_ca_topic_score_gemma":0.003784021,"teacher_disagreement_score":0.2987395,"about_ca_system_score_codex":0.002597621,"about_ca_system_score_gemma":0.0016102253,"threshold_uncertainty_score":0.9995063},"labels":[],"label_agreement":null},{"id":"W6990702324","doi":"","title":"The Effects of Economic Conditions on Adolescents’ Mental Health;&#13;\\nEvidence from Canada","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; Logistic regression; Ordered logit; Ordinal regression; Psychological intervention; Mental illness; Latent variable; Multinomial logistic regression; Regression analysis","score_opus":0.02735252925530889,"score_gpt":0.3596249781309453,"score_spread":0.3322724488756364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990702324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419876,0.0019987093,1.4748511e-7,0.004705137,0.009932826,0.0018030427,0.0002274311,0.000065746775,0.03927936],"genre_scores_gemma":[0.89371735,0.0017658606,2.513726e-7,0.000064178515,0.0005184704,0.000027120002,0.0002783232,0.000048027436,0.103580415],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99570334,0.0014706407,0.00052274496,0.000638803,0.0007520011,0.00091245753],"domain_scores_gemma":[0.99626046,0.0021895142,0.00050784304,0.0005947587,0.00016729983,0.0002801476],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043754955,0.00031550106,0.0005261142,0.00042815402,0.0044206106,0.00003892685,0.00074005075,0.00023729862,0.000056675657],"category_scores_gemma":[0.00014975414,0.0002774238,0.00018081714,0.00036548474,0.000254687,0.00010423146,0.00024883763,0.0020356893,0.00011894042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0017044834,0.00013590284,0.3079244,0.00493597,0.0014048613,0.0006591539,0.0057046264,0.0000038205894,0.0009798483,0.01108372,0.6649246,0.0005385799],"study_design_scores_gemma":[0.0010516328,0.0005888267,0.80716616,0.009067708,0.00011815389,8.3945343e-7,0.022274591,0.000010122186,0.0019710904,0.0011839569,0.1561101,0.0004568356],"about_ca_topic_score_codex":0.93968934,"about_ca_topic_score_gemma":0.98937935,"teacher_disagreement_score":0.5088145,"about_ca_system_score_codex":0.004441066,"about_ca_system_score_gemma":0.0072621875,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W6991637632","doi":"","title":"\"I'm not working, but I'm a professional\": Precarious employment pathways, consequences, and resistance strategies impacting the health of racialized immigrant women","year":2023,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Intersectionality; Immigration; Reflexivity; Qualitative research; Precarious work; Resistance (ecology); Grounded theory; Inequality; Qualitative property; Focus group","score_opus":0.055877477882788164,"score_gpt":0.33466453686105607,"score_spread":0.2787870589782679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991637632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97130007,0.0011254775,0.000016403028,0.019071199,0.00061041565,0.0013273831,0.00017602356,0.00029186072,0.0060811923],"genre_scores_gemma":[0.980781,0.00094566727,0.00011530059,0.00054267613,0.00006218825,0.00004578914,0.000030038047,0.00003407104,0.017443236],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958045,0.0016610245,0.0005994592,0.00045091778,0.00049808493,0.000986031],"domain_scores_gemma":[0.99741644,0.00095939304,0.0006452938,0.0005293888,0.0002060765,0.00024340315],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020501695,0.00031046697,0.0006168601,0.0004015769,0.0039815987,0.000051683193,0.0005207419,0.00016482211,0.000057092242],"category_scores_gemma":[0.00020580052,0.00024336543,0.00010929109,0.0012230873,0.00074251404,0.0004031383,0.00066955073,0.001050825,0.000017096452],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004352891,0.00036916227,0.41156647,0.0012730449,0.0012785556,0.00031760457,0.28679317,0.000017252754,0.0034601681,0.23993401,0.044889383,0.005748288],"study_design_scores_gemma":[0.0043437323,0.00038553993,0.13406898,0.002007231,0.00010048762,0.0000033382228,0.28196087,0.000010598788,0.00015976191,0.009150625,0.5670876,0.00072127726],"about_ca_topic_score_codex":0.0016632938,"about_ca_topic_score_gemma":0.008734071,"teacher_disagreement_score":0.5221982,"about_ca_system_score_codex":0.00044716446,"about_ca_system_score_gemma":0.001336064,"threshold_uncertainty_score":0.9973151},"labels":[],"label_agreement":null},{"id":"W7000832687","doi":"","title":"Health status of Spanish workers in 2015","year":2017,"lang":"ca","type":"dissertation","venue":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Attendance; Public health; Work (physics); Latin Americans","score_opus":0.04499544124869881,"score_gpt":0.39425172294726146,"score_spread":0.34925628169856265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000832687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90939635,0.018121377,0.000026286392,0.012435964,0.0026833555,0.003244225,0.001763423,0.00017456102,0.052154455],"genre_scores_gemma":[0.86572593,0.047510173,0.0004311067,0.0004984358,0.00032156176,0.00005881101,0.005947752,0.00025602322,0.079250194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912212,0.0017226828,0.0017307001,0.00128365,0.00074400415,0.0032977604],"domain_scores_gemma":[0.9927582,0.0008071033,0.0028124521,0.0016705069,0.00078236463,0.0011693806],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021402887,0.0010692829,0.0023978685,0.0015805627,0.002166078,0.00006499607,0.0014714942,0.0017922372,0.0010973654],"category_scores_gemma":[0.0006943126,0.0012894974,0.00057144964,0.00098638,0.00042965804,0.00066430843,0.00044617138,0.0027933363,0.00023950753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012075902,0.0003715301,0.8603979,0.0041950955,0.0007034893,0.00009854237,0.046517927,0.00006137594,0.00005840452,0.00093323324,0.07670656,0.008748353],"study_design_scores_gemma":[0.0037597981,0.00046992392,0.7553184,0.0064711473,0.000471313,0.0000048709803,0.15275775,0.00005514535,0.00012292014,0.00038037292,0.07903723,0.001151134],"about_ca_topic_score_codex":0.24499956,"about_ca_topic_score_gemma":0.16427433,"teacher_disagreement_score":0.106239825,"about_ca_system_score_codex":0.0070217997,"about_ca_system_score_gemma":0.010815751,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W7006270276","doi":"","title":"Unemployment and Mortality in France, 1982-2002","year":2006,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Unemployment; Sign (mathematics); Regression analysis; Unemployment rate; Panel data; Linear regression","score_opus":0.02856686279609763,"score_gpt":0.2913536494114664,"score_spread":0.2627867866153688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006270276","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4227758,0.00017792975,0.000058769423,0.00056887104,0.00015738563,0.0003130992,0.000013590426,0.000067812296,0.57586676],"genre_scores_gemma":[0.30003086,0.000057658217,0.00008199827,0.00026217755,0.00010660901,0.000003893081,0.000007223735,0.000015065841,0.6994345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987019,0.00018440309,0.00023702951,0.00030364154,0.00014863614,0.00042444488],"domain_scores_gemma":[0.99955726,0.00008377429,0.00009032109,0.00016278701,0.00004084094,0.000065024295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013481798,0.00016904373,0.00024969972,0.00010917966,0.0003676119,0.0000072048306,0.000126278,0.000117538366,0.028168954],"category_scores_gemma":[0.000005305863,0.00016920353,0.00004132798,0.0003620209,0.00009289683,0.00014934537,0.00022520528,0.00026288358,0.00011279219],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020920375,0.000055066535,0.98016006,0.00006665216,0.000022636787,0.00004907751,0.00045398023,0.000012076646,0.000023880497,0.0053645736,0.0044598943,0.0093111545],"study_design_scores_gemma":[0.0010281805,0.000022919508,0.49598747,0.000061337305,0.00001788121,1.8360562e-7,0.0009237822,0.000025574638,0.0000056333843,0.00031323702,0.5014871,0.0001267574],"about_ca_topic_score_codex":0.00507888,"about_ca_topic_score_gemma":0.0086033745,"teacher_disagreement_score":0.49702716,"about_ca_system_score_codex":0.00012153951,"about_ca_system_score_gemma":0.000036870697,"threshold_uncertainty_score":0.97271943},"labels":[],"label_agreement":null},{"id":"W7007598764","doi":"","title":"Ailing inequality: the impact of economic inequality on health in Canadian cities 2001-2011","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gini coefficient; Inequality; Economic inequality; Census; Multilevel model; American Community Survey; Percentile; Odds; Survey data collection; Social inequality","score_opus":0.07814579464842156,"score_gpt":0.40165180420974866,"score_spread":0.32350600956132713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007598764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9146251,0.00046359477,8.61246e-9,0.0006655336,0.001999164,0.0022049232,0.0056188395,0.00007867793,0.07434413],"genre_scores_gemma":[0.9881607,0.0009978061,0.000008559038,0.0012128568,0.00011115236,0.00024945996,0.0017098183,0.0001640161,0.0073855845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919011,0.0025294789,0.0023127808,0.0008944545,0.0004477925,0.001914402],"domain_scores_gemma":[0.9949252,0.0014133535,0.0016844231,0.0011319378,0.0003070471,0.00053802057],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0056502493,0.0008375794,0.0017030261,0.0008658629,0.0023219062,0.000022087854,0.00076319074,0.0008796973,0.001200784],"category_scores_gemma":[0.00080509094,0.0006589495,0.00049369066,0.00031452207,0.000077580546,0.00034429363,0.0001473383,0.0031267416,0.0008134963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028500822,0.00079010957,0.48687088,0.008488132,0.0026697041,0.000038795642,0.004547492,0.0009362974,0.0005369259,0.40127218,0.0037895897,0.087209806],"study_design_scores_gemma":[0.004650515,0.0017572144,0.852063,0.0065697166,0.00020602773,0.0000025095073,0.023753155,0.0000749385,0.00037061796,0.048834275,0.058748614,0.0029693851],"about_ca_topic_score_codex":0.8782923,"about_ca_topic_score_gemma":0.93976104,"teacher_disagreement_score":0.36519215,"about_ca_system_score_codex":0.006999535,"about_ca_system_score_gemma":0.0022834593,"threshold_uncertainty_score":0.9999645},"labels":[],"label_agreement":null},{"id":"W7008792012","doi":"","title":"Conditions favorables pour intégrer les nouveaux travailleurs du secteur minier : un outil d’autodiagnostic","year":2017,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Work (physics); Government (linguistics); Period (music)","score_opus":0.05525478766464698,"score_gpt":0.3635648075264611,"score_spread":0.3083100198618141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008792012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6058287,0.0058809356,0.00036775746,0.20537461,0.00777313,0.001257612,0.000733703,0.00029399298,0.17248955],"genre_scores_gemma":[0.7280159,0.006763926,0.0004313004,0.0020736938,0.0014621918,0.00019048364,0.000083928324,0.0000871929,0.26089135],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99576354,0.0007871409,0.00094716647,0.00073312555,0.00039566142,0.0013733564],"domain_scores_gemma":[0.995309,0.0020346127,0.0006164413,0.0010834144,0.0005330349,0.00042349228],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007772979,0.0005899164,0.00079041196,0.00014896279,0.009963765,0.00025141198,0.00076689594,0.00070481753,0.032809053],"category_scores_gemma":[0.0026532174,0.000567085,0.00030339873,0.000117224205,0.001117838,0.0005032491,0.0006730842,0.0011006763,0.0049853204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022541306,0.00049853127,0.4140755,0.00031353664,0.00036889123,0.0001351933,0.0068508913,0.000004510335,0.000022284086,0.023974545,0.534916,0.0188176],"study_design_scores_gemma":[0.0020388807,0.000159816,0.7192894,0.001012988,0.00041177383,0.000016491176,0.014954687,0.0001017548,0.000046629953,0.0070667244,0.2542309,0.00066993106],"about_ca_topic_score_codex":0.010305992,"about_ca_topic_score_gemma":0.020182496,"teacher_disagreement_score":0.30521396,"about_ca_system_score_codex":0.00017590876,"about_ca_system_score_gemma":0.00045321774,"threshold_uncertainty_score":0.9996781},"labels":[],"label_agreement":null},{"id":"W7009945575","doi":"","title":"Glass Camels, 19th Annual China Cat Festival","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Quarter (Canadian coin); Tower; Fishing; Gallon (US)","score_opus":0.009413090392144313,"score_gpt":0.2559861860249811,"score_spread":0.24657309563283678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009945575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016148936,0.00028918803,6.633172e-7,0.0010589608,0.0012796106,0.0009513157,0.0004201274,0.00040459135,0.99543405],"genre_scores_gemma":[0.00086627936,0.00034500877,0.00024978665,0.00067146175,0.0009433688,0.000068600704,0.00033368636,0.00021185551,0.99630994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972303,0.00030091798,0.001000234,0.00028177467,0.0005451907,0.0006415802],"domain_scores_gemma":[0.9977888,0.00025573454,0.0010688135,0.0004801044,0.00022958232,0.00017699225],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044310553,0.00051089056,0.00078349357,0.00011225283,0.00038950192,0.00001461809,0.000393197,0.0007210102,0.4105809],"category_scores_gemma":[0.00025785467,0.00044883028,0.00018805487,0.000010383267,0.0001837062,2.405861e-7,0.00026441395,0.000600927,0.04344218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007524003,0.000034810684,0.00017442952,0.0011804737,0.000115992574,0.000008489397,0.0011350656,0.000010147871,6.090868e-8,0.000116015435,0.9960926,0.0010566745],"study_design_scores_gemma":[0.00083071034,0.00016109998,0.0004180501,0.0007866436,0.000084927065,0.000008984454,0.00056548655,0.0000041653598,4.60989e-7,0.000014755683,0.9966816,0.0004431656],"about_ca_topic_score_codex":0.022784121,"about_ca_topic_score_gemma":0.005774262,"teacher_disagreement_score":0.36713874,"about_ca_system_score_codex":0.00010944435,"about_ca_system_score_gemma":0.00009059424,"threshold_uncertainty_score":0.99979633},"labels":[],"label_agreement":null},{"id":"W7010292310","doi":"","title":"HEALTH AND HEALTHCARE ACCESS FOR UNDOCUMENTED MIGRANT AGRICULTURAL WORKERS IN GREECE","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Centers for Disease Control and Prevention; European Commission; World Health Organization","keywords":"Health care; Citizenship; Politics; Enforcement; Migrant workers; Agriculture; Work (physics); Capitalism; Occupational safety and health","score_opus":0.023673451213454207,"score_gpt":0.32452562396120316,"score_spread":0.30085217274774895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010292310","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46157813,0.001911318,0.000008360515,0.5272093,0.0012260021,0.0035329484,0.00031416301,0.0003086134,0.0039111865],"genre_scores_gemma":[0.09018571,0.0123803,0.00056359294,0.0028659254,0.0003640494,0.00008520889,0.013936351,0.00014494908,0.8794739],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972398,0.0005894968,0.00041783132,0.0006988014,0.00024581183,0.00080822624],"domain_scores_gemma":[0.9983586,0.00036949158,0.0005122361,0.0002555003,0.000151728,0.0003524625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009438978,0.00043312175,0.0008507223,0.00039355308,0.0012423146,0.000052817555,0.00036761834,0.00044787655,0.00010373394],"category_scores_gemma":[0.000045960707,0.00041591152,0.00016360493,0.00074798096,0.00004726648,0.0010089258,0.00029928697,0.0008783916,0.000006712592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069711165,0.0000628547,0.38974687,0.0034439526,0.00014674812,0.000037275106,0.011291853,0.0000010104459,4.1338427e-7,0.0011381357,0.59269583,0.00073795737],"study_design_scores_gemma":[0.0023146481,0.00021663748,0.5212126,0.004057212,0.00006796816,1.2212146e-7,0.1814421,7.0574157e-7,0.000011010788,0.0002150788,0.28983742,0.0006245275],"about_ca_topic_score_codex":0.07746233,"about_ca_topic_score_gemma":0.04662392,"teacher_disagreement_score":0.8755627,"about_ca_system_score_codex":0.00036294336,"about_ca_system_score_gemma":0.0012537414,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W7010930891","doi":"","title":"Is Employment Status Associated with Baseline Symptoms, Engagement, and Outcomes in Naturalistic Psychotherapy? Evaluation in a Large Community Mental Health Agency","year":2025,"lang":"en","type":"preprint","venue":"PsyArXiv (OSF Preprints)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Mental health; Unemployment; Agency (philosophy); Odds; Socioeconomic status; Mental illness; Health and Retirement Study","score_opus":0.10371983122324382,"score_gpt":0.4480253472938102,"score_spread":0.34430551607056636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010930891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722664,0.0006790998,0.00016495689,0.012348643,0.0009498146,0.007955975,0.0011501184,0.00021822326,0.0042668018],"genre_scores_gemma":[0.9815251,0.0045639523,0.00017057432,0.0046979194,0.000039829596,0.0025302973,0.0009124686,0.00007434385,0.005485491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98497444,0.010422362,0.0015503747,0.001214802,0.00072808116,0.0011099203],"domain_scores_gemma":[0.9956131,0.001578889,0.0008842682,0.0014292726,0.0003190398,0.00017543709],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018809158,0.0006406217,0.0012268024,0.00056633056,0.0011985103,0.00003985551,0.0004983471,0.00043874126,0.00412286],"category_scores_gemma":[0.0011953827,0.0005775321,0.000121685196,0.0004400608,0.000094898765,0.0001270497,0.0012585418,0.00412387,0.00021315683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020957786,0.0011359853,0.93019974,0.00062397163,0.00050483696,0.0000018980934,0.058897052,0.000037611688,0.0000031430482,0.00032972687,0.0052359845,0.0028204457],"study_design_scores_gemma":[0.00613454,0.000037749483,0.9787705,0.0031679585,0.00009812176,1.2815342e-7,0.0025682691,0.0011765852,0.0000017160065,0.004596477,0.002960803,0.00048717373],"about_ca_topic_score_codex":0.010482447,"about_ca_topic_score_gemma":0.055854876,"teacher_disagreement_score":0.05632878,"about_ca_system_score_codex":0.0020150696,"about_ca_system_score_gemma":0.0009915103,"threshold_uncertainty_score":0.9996676},"labels":[],"label_agreement":null},{"id":"W7014519832","doi":"","title":"Pratiques des grandes organisations au Québec en regard de la coordination du retour au travail","year":2016,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work environment; Work (physics); Industrial sociology","score_opus":0.024833846624608243,"score_gpt":0.35153994310466247,"score_spread":0.3267060964800542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014519832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66157156,0.0007955378,0.009365391,0.28060973,0.0005784043,0.00057564594,0.000032397616,0.00025479842,0.046216544],"genre_scores_gemma":[0.76889896,0.0015848242,0.0007690312,0.00046757067,0.00091570726,0.00009656122,0.000005902439,0.000040179628,0.22722128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956416,0.0026358757,0.0005389572,0.00030030624,0.00020337776,0.00067991304],"domain_scores_gemma":[0.9953781,0.003644185,0.00018954842,0.00023941083,0.0003565531,0.00019220305],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021675911,0.00026575386,0.00031281754,0.00010488556,0.0020914385,0.00003118373,0.00016789291,0.00045413844,0.0026971921],"category_scores_gemma":[0.002099919,0.00018037173,0.00009672819,0.0001801115,0.0007332119,0.00043448276,0.000115813404,0.00030953332,0.0003662055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031429496,0.00012661131,0.70955116,0.00017606048,0.00010538431,0.0000039448246,0.0945379,1.92008e-7,0.0006698383,0.051078457,0.12303811,0.020680888],"study_design_scores_gemma":[0.0013243061,0.00021010259,0.8025233,0.0007653585,0.0001455746,0.0000075134767,0.022183022,0.000008110133,0.00078147236,0.012512089,0.15922928,0.00030984686],"about_ca_topic_score_codex":0.30537775,"about_ca_topic_score_gemma":0.73410684,"teacher_disagreement_score":0.4287291,"about_ca_system_score_codex":0.0028538303,"about_ca_system_score_gemma":0.0037171114,"threshold_uncertainty_score":0.9992077},"labels":[],"label_agreement":null},{"id":"W7014994523","doi":"","title":"Research Brief 1: The Index of Precarious work (IPW): A Measure to Track Progress Towards Decent Work","year":2009,"lang":"en","type":"other","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Precarity; Precarious work; Work (physics); Index (typography); Track (disk drive); Vulnerability (computing); Temporary work; Measure (data warehouse)","score_opus":0.13394684527071848,"score_gpt":0.4986900386920059,"score_spread":0.3647431934212874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014994523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001841688,0.028267784,0.00011718708,0.050773684,0.0010535619,0.0067782984,0.000022745302,0.00042299542,0.9107221],"genre_scores_gemma":[0.06897304,0.000591468,0.00017852415,0.0006251114,0.0010559948,0.00077254476,0.000010948071,0.0003793037,0.92741305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952573,0.0012293593,0.00046656837,0.00053934247,0.0013951197,0.0011123008],"domain_scores_gemma":[0.9977026,0.0003313034,0.00032015904,0.00099379,0.00044339892,0.0002087509],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019738923,0.0003948183,0.0007107753,0.00032411763,0.00061836257,0.000020355035,0.0007554937,0.000673225,0.001668563],"category_scores_gemma":[0.00022492313,0.00025811623,0.00014227018,0.0014800567,0.00034951413,0.000017203616,0.00044686234,0.001807697,0.00033753156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024125892,0.000102451304,0.01969396,0.00021176756,0.00016895526,0.0000064490455,0.027026858,0.0000014346415,3.9886487e-7,0.0001759612,0.8829194,0.069451146],"study_design_scores_gemma":[0.00047185397,0.0001533497,0.058890324,0.0040176893,0.000049832426,2.1791791e-7,0.004268933,1.5265101e-7,0.0000045900556,0.00009877222,0.93178403,0.0002602374],"about_ca_topic_score_codex":0.0031270797,"about_ca_topic_score_gemma":0.0048277075,"teacher_disagreement_score":0.069190904,"about_ca_system_score_codex":0.00027595035,"about_ca_system_score_gemma":0.0005661331,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W7017891830","doi":"","title":"Can you go? Do you want to go? You must go! : A quantitative study on anesthesia and operating room nurses' experiences of commuting","year":2025,"lang":"sv","type":"article","venue":"University Library of Skövde (University of Skövde)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Burn out; Job insecurity; Working environment","score_opus":0.03184645901959774,"score_gpt":0.302247992255393,"score_spread":0.27040153323579524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017891830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647445,0.00037058743,0.000038858376,0.017956324,0.0002772009,0.0019278523,0.00026704304,0.000103043756,0.014314575],"genre_scores_gemma":[0.97189987,0.00030047994,0.0011745458,0.00021045185,0.000028842764,8.170283e-7,0.00003344966,0.00003238413,0.026319133],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99603266,0.0010816942,0.0006128403,0.00094343367,0.00058667414,0.00074271933],"domain_scores_gemma":[0.9969448,0.0008020487,0.00084757514,0.00072411075,0.00035444595,0.00032705694],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00050096866,0.00058072497,0.0014839285,0.0011387052,0.0025746531,0.000034207158,0.0012646316,0.00034128551,0.00043034178],"category_scores_gemma":[0.00009368583,0.0006946173,0.00026635808,0.00158397,0.0010486444,0.0012662936,0.0017358616,0.00070857507,0.000020555635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014234346,0.0012926357,0.21566716,0.0008002199,0.0007867438,0.0002362127,0.7591857,0.000063438914,0.00020860288,0.01166692,0.0077608316,0.00090811355],"study_design_scores_gemma":[0.0028449378,0.0021472636,0.10666595,0.0017101674,0.00058633235,0.0000015081393,0.8800385,0.00011122487,0.00015414943,0.00007739235,0.0051610186,0.0005015681],"about_ca_topic_score_codex":0.0042126025,"about_ca_topic_score_gemma":0.0012359469,"teacher_disagreement_score":0.120852806,"about_ca_system_score_codex":0.00019583019,"about_ca_system_score_gemma":0.00055482454,"threshold_uncertainty_score":0.9995505},"labels":[],"label_agreement":null},{"id":"W7020600343","doi":"","title":"L’indemnisation des travailleurs précaires en\\n Ontario : résistance des employeurs et droit de parole limité pour les victimes de lésions\\n professionnelles","year":2021,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Work safety; Workplace safety; Work environment","score_opus":0.024470479078906923,"score_gpt":0.2609807256321758,"score_spread":0.23651024655326885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020600343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8384811,0.07624106,0.0019542142,0.0755686,0.00054852455,0.0005861808,0.000084720086,0.00025047222,0.006285119],"genre_scores_gemma":[0.5979433,0.046696488,0.0071334937,0.0010747763,0.0003462255,0.000074438365,0.00009059252,0.0001356261,0.34650502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420214,0.0022830924,0.00060768204,0.0007899546,0.00046178678,0.0016553575],"domain_scores_gemma":[0.99653894,0.0014312012,0.00042513126,0.000550033,0.0005002553,0.000554419],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001090023,0.000618477,0.00070217287,0.00023316572,0.0059443233,0.000044132987,0.0004353499,0.0008437892,0.0013720907],"category_scores_gemma":[0.00047762247,0.0007058657,0.00036605506,0.0005150496,0.0005521091,0.00052562484,0.0006567452,0.0013785191,0.00016415813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048558164,0.0007431279,0.62324584,0.0007300074,0.0006080476,0.0018059778,0.14168856,0.0005037664,0.0012078638,0.03423944,0.16519108,0.029550727],"study_design_scores_gemma":[0.0024642488,0.0003082039,0.5397491,0.0027081973,0.0007151874,0.00023338899,0.13643335,0.00030674334,0.0008623245,0.044387434,0.2709385,0.00089334516],"about_ca_topic_score_codex":0.15562798,"about_ca_topic_score_gemma":0.9418587,"teacher_disagreement_score":0.78623074,"about_ca_system_score_codex":0.020815816,"about_ca_system_score_gemma":0.0021110682,"threshold_uncertainty_score":0.9995408},"labels":[],"label_agreement":null},{"id":"W7023868331","doi":"","title":"Portrait de l’accueil et de la formation à l’embauche des étudiants occupant un emploi pendant l’année scolaire","year":2015,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portrait; Work environment; Paid work","score_opus":0.12213605039633448,"score_gpt":0.42432929549147536,"score_spread":0.3021932450951409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023868331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82080495,0.006104126,0.0028976994,0.034486983,0.0011663376,0.0011304573,0.00013594827,0.00035410028,0.13291937],"genre_scores_gemma":[0.9785265,0.0027076364,0.0039177453,0.002896453,0.00046680015,0.00016848485,0.000055314624,0.000079289865,0.011181813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99432075,0.0022840363,0.00093470264,0.00040003023,0.00046684316,0.0015936581],"domain_scores_gemma":[0.9972864,0.0008053207,0.00035327915,0.00038031078,0.0004088914,0.0007658082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0051117497,0.00046918148,0.00055158115,0.00016797807,0.0012720749,0.000085883505,0.0003176825,0.00062938785,0.0008402993],"category_scores_gemma":[0.0011058893,0.00040972664,0.00017914876,0.0003907293,0.00043621712,0.0014855363,0.0004039389,0.0010383535,0.000697166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001503914,0.00054616726,0.634338,0.0006848753,0.00022909425,0.0001222078,0.055158097,0.000015342926,0.0000988898,0.040742084,0.2619082,0.006006621],"study_design_scores_gemma":[0.0038151233,0.00045858737,0.78403485,0.0013970645,0.00032129287,0.00013430658,0.08017856,0.00033782815,0.00057862356,0.019364608,0.10856578,0.0008133763],"about_ca_topic_score_codex":0.0028907643,"about_ca_topic_score_gemma":0.005715796,"teacher_disagreement_score":0.15772149,"about_ca_system_score_codex":0.0010760338,"about_ca_system_score_gemma":0.002650717,"threshold_uncertainty_score":0.99983543},"labels":[],"label_agreement":null},{"id":"W7028230753","doi":"","title":"Entrée précoce sur le marché du travail à 13 ans et répercussions sur la SST des jeunes occupant un emploi à 15 ans","year":2019,"lang":"fr","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Cultural environment; Poison control; Social environment","score_opus":0.04801040601868158,"score_gpt":0.3333345230005244,"score_spread":0.28532411698184285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028230753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81239384,0.012139117,0.00021668366,0.12497135,0.002707301,0.0019440143,0.0004296297,0.00045994332,0.044738106],"genre_scores_gemma":[0.69496393,0.011744387,0.0004413948,0.0028499055,0.00040636506,0.00013154272,0.000094875526,0.00014067763,0.28922692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925577,0.002555583,0.0012406788,0.0010038951,0.0006317602,0.0020103862],"domain_scores_gemma":[0.99464834,0.0030052697,0.0003014065,0.0008855778,0.00056385173,0.000595572],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018832142,0.0008214798,0.0011060544,0.00023481624,0.0019051805,0.00009541653,0.0005977498,0.00074364466,0.00931669],"category_scores_gemma":[0.0005947488,0.00059233035,0.00040792816,0.00059647945,0.000714191,0.0008359077,0.00077935844,0.0014035363,0.0030292764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010823241,0.0010401577,0.7270925,0.0009258805,0.00028475965,0.000037467493,0.026696095,0.000011056865,0.00032211634,0.008191908,0.23215994,0.0031299049],"study_design_scores_gemma":[0.0024837642,0.0003325419,0.74705535,0.0013420954,0.00016897009,0.000020421297,0.029840598,0.00009987392,0.000111996036,0.0010159962,0.21676008,0.0007683354],"about_ca_topic_score_codex":0.0341935,"about_ca_topic_score_gemma":0.05216766,"teacher_disagreement_score":0.2444888,"about_ca_system_score_codex":0.00019551675,"about_ca_system_score_gemma":0.0011040131,"threshold_uncertainty_score":0.9996528},"labels":[],"label_agreement":null},{"id":"W7043854185","doi":"","title":"Unemployment and Health Indicators: Case of Turkey","year":2017,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Medical Association; European Commission; McMaster University","keywords":"Unemployment; Unemployment rate; Mortality rate; Infant mortality; Positive correlation; Positive relationship; Negative correlation","score_opus":0.06892945747922397,"score_gpt":0.38969142357079195,"score_spread":0.320761966091568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043854185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9272554,0.0002895006,0.00008061027,0.007483775,0.00027478885,0.0004901919,0.000052458392,0.0000661545,0.06400714],"genre_scores_gemma":[0.98823184,0.00042783833,0.00013934683,0.00018803001,0.00005352399,0.0000019367685,0.000006370795,0.000013640594,0.0109374635],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988072,0.00016982142,0.00026256876,0.00026263605,0.00012677624,0.00037101912],"domain_scores_gemma":[0.99858445,0.0001184222,0.00053597207,0.0004950344,0.00008143751,0.00018468087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036999705,0.00014557525,0.0003307162,0.00025286697,0.0029465375,0.000011387667,0.00024196994,0.0000934599,0.00011280055],"category_scores_gemma":[0.000051924715,0.00014392538,0.000051978026,0.00013286779,0.00027111685,0.00017275663,0.00044850487,0.00023255587,0.000012911727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015999013,0.00013587729,0.8273685,0.00055125967,0.00024360055,0.0014126559,0.014033004,0.0000017582292,0.000016072687,0.115534596,0.0360712,0.0044714953],"study_design_scores_gemma":[0.003956994,0.00035593798,0.22495809,0.00047361496,0.00011549652,0.00003659175,0.0314893,0.000022619208,0.000040969313,0.0009627997,0.737129,0.00045859785],"about_ca_topic_score_codex":0.0047615087,"about_ca_topic_score_gemma":0.0020605403,"teacher_disagreement_score":0.7010578,"about_ca_system_score_codex":0.00017624295,"about_ca_system_score_gemma":0.00019283354,"threshold_uncertainty_score":0.9983515},"labels":[],"label_agreement":null},{"id":"W7044335638","doi":"","title":"Worksharing in the U.S. and Europe","year":2012,"lang":"en","type":"article","venue":"Upjohn Research (W.E. Upjohn Institute for Employment Research)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Unemployment; Exploit; Recession; Financial compensation; Great recession; Job loss","score_opus":0.43723598800793634,"score_gpt":0.5619235349851135,"score_spread":0.12468754697717715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044335638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8181262,0.006451448,0.0001870168,0.040389918,0.0016141561,0.011748111,0.00009891348,0.00024030198,0.12114392],"genre_scores_gemma":[0.9642514,0.0047276933,0.00030337638,0.0008704232,0.002326671,0.005486124,0.00015482739,0.00014119661,0.021738281],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98766613,0.0036465449,0.0009052748,0.0007864131,0.0025749686,0.0044206963],"domain_scores_gemma":[0.9921417,0.0050027976,0.00010979735,0.0010191348,0.0011752213,0.000551297],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.032185484,0.00038312247,0.0005074555,0.0013588303,0.0058692014,0.00018180377,0.0013488648,0.00029533225,0.00032035663],"category_scores_gemma":[0.0034575092,0.00026377832,0.00011592283,0.002562164,0.0014385587,0.001056852,0.0015441122,0.0038038746,0.00076381076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005521805,0.00073005754,0.41120285,0.00064161554,0.0001292282,0.00003608607,0.025397433,0.000007904059,0.00021699403,0.19275144,0.36043915,0.007895059],"study_design_scores_gemma":[0.0014305795,0.0003220099,0.11094096,0.00046485913,0.0000117765885,0.000004619049,0.005974873,0.000024002902,0.00004099779,0.0030341037,0.8774725,0.00027870602],"about_ca_topic_score_codex":0.004010698,"about_ca_topic_score_gemma":0.0059042815,"teacher_disagreement_score":0.51703334,"about_ca_system_score_codex":0.00052572344,"about_ca_system_score_gemma":0.00037435244,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null},{"id":"W7092314187","doi":"10.14288/1.0450442","title":"Parenthood, gender, and the risks and consequences of job loss","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job loss; Quality (philosophy); Work (physics); Discretion; Job attitude; Human capital; Job satisfaction","score_opus":0.13811690174258184,"score_gpt":0.45233375388492375,"score_spread":0.3142168521423419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092314187","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028242018,0.0019612499,0.00010465477,0.009657173,0.00046602992,0.0016435956,0.000047702048,0.000022490716,0.9578551],"genre_scores_gemma":[0.79667,0.002119135,0.00007702924,0.0005150183,0.000026672937,0.00044923183,0.0000013831201,0.0000043128816,0.20013718],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991752,0.00030010965,0.00021607667,0.0001267254,0.000053431253,0.00012849555],"domain_scores_gemma":[0.9989441,0.0007512094,0.000074561234,0.00011664914,0.00009025356,0.00002321623],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004142575,0.00006470225,0.00019203458,0.00003435953,0.0054488317,0.00006258889,0.00011036216,0.00004386945,0.00016744742],"category_scores_gemma":[0.00016234702,0.000040822888,0.000019198049,0.00035862857,0.00047946972,0.000054105796,0.0003307935,0.00014640414,0.0000014068993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024364417,0.000041074447,0.30373216,0.00013256847,0.00030782647,9.835965e-7,0.005293761,0.000001160838,0.000019574261,0.0740907,0.6155253,0.00061124377],"study_design_scores_gemma":[0.011820474,0.00015003377,0.36016,0.0005450739,0.00051386125,0.000007007475,0.068577066,0.0000528275,0.0001454945,0.2558635,0.30182543,0.00033926184],"about_ca_topic_score_codex":0.020121906,"about_ca_topic_score_gemma":0.004847207,"teacher_disagreement_score":0.768428,"about_ca_system_score_codex":0.000016958198,"about_ca_system_score_gemma":0.00016419723,"threshold_uncertainty_score":0.9958459},"labels":[],"label_agreement":null},{"id":"W7095786943","doi":"","title":"Vulnerable Seniors: Unions, Tenure and Wages . . .","year":2007,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Research council; Social research; Higher education; Social security","score_opus":0.03582692638604729,"score_gpt":0.4104625658321223,"score_spread":0.37463563944607503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095786943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6269595,0.0012819889,0.00042629414,0.018843612,0.00056035456,0.0004446755,0.000004713226,0.00029137198,0.3511875],"genre_scores_gemma":[0.8715622,0.00028227177,0.0004262789,0.0023417615,0.00029970618,0.00001524222,0.000004946796,0.000013007709,0.1250546],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910706,0.000099282224,0.00020315508,0.00013751566,0.000095529824,0.0003574773],"domain_scores_gemma":[0.9992732,0.00043025968,0.000039311435,0.00011888633,0.000059197817,0.00007913571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008623562,0.000087180204,0.00012576509,0.000050671362,0.0011412548,0.0000040836135,0.0000349049,0.000087192624,0.00045614224],"category_scores_gemma":[0.00008693616,0.000060048515,0.000016970942,0.00009659636,0.000041721945,0.00006651381,0.000090734306,0.0003004297,0.00012466738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021362463,0.000026467182,0.7594541,0.000092336304,0.000032270567,0.000010140677,0.0032667732,1.3032799e-7,0.0003035907,0.02767774,0.20423934,0.0048757936],"study_design_scores_gemma":[0.0006260262,0.000050110088,0.35745895,0.00008866176,0.00001664711,0.0000016016277,0.015836164,0.0000030268614,0.00016017817,0.0020063003,0.6235909,0.00016144564],"about_ca_topic_score_codex":0.0004122644,"about_ca_topic_score_gemma":0.00081454345,"teacher_disagreement_score":0.41935155,"about_ca_system_score_codex":0.000021564118,"about_ca_system_score_gemma":0.000019185538,"threshold_uncertainty_score":0.87777245},"labels":[],"label_agreement":null},{"id":"W7097499610","doi":"","title":"Printed in Great Britain Healthy cities: Self-reliant cities","year":2016,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Localism; Capital (architecture); Metaphor; Public health; Great Depression; Disease; Foundation (evidence)","score_opus":0.05075804615666381,"score_gpt":0.38109272685287354,"score_spread":0.33033468069620975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097499610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7976117,0.00037984422,0.00018192295,0.06910803,0.0008492073,0.0010916797,0.000028092,0.0006798109,0.13006967],"genre_scores_gemma":[0.89240825,0.0012878212,0.00023884531,0.004792527,0.00028999278,0.00033143847,0.0000043662435,0.000036787787,0.10060999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978754,0.00030664678,0.0005818434,0.0002888079,0.00020120705,0.00074609445],"domain_scores_gemma":[0.99873066,0.00067428657,0.00010051699,0.0002625286,0.000119916265,0.000112065616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005348873,0.00018636194,0.0003401023,0.0001867052,0.00039809378,0.0000054347065,0.00014818199,0.00013611371,0.0020893968],"category_scores_gemma":[0.00014949909,0.00010997514,0.000056058496,0.0001875786,0.00007994628,0.00013218181,0.0001938403,0.00022692904,0.0006623548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010344771,0.00005648685,0.872709,0.00021697,0.000044877794,0.00001111322,0.00740922,6.016407e-8,0.000043107797,0.027919982,0.08889858,0.002587184],"study_design_scores_gemma":[0.0055726934,0.00047395183,0.525527,0.0015906928,0.00002303942,0.0000021723117,0.024192484,0.000012379452,0.00007842842,0.010044226,0.43184,0.00064294983],"about_ca_topic_score_codex":0.0023361293,"about_ca_topic_score_gemma":0.005484599,"teacher_disagreement_score":0.347182,"about_ca_system_score_codex":0.00031449087,"about_ca_system_score_gemma":0.00018148178,"threshold_uncertainty_score":0.9988228},"labels":[],"label_agreement":null},{"id":"W7099267827","doi":"","title":"LSAC RESEARCH REPORT SERIES � Distributions of Kullback–Leibler Divergence and Its Application for the LSAT","year":2009,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Divergence (linguistics); Series (stratigraphy); Corporation; Hospital admission; Entrance exam; Corporate law","score_opus":0.18831595945481483,"score_gpt":0.5176778312980327,"score_spread":0.32936187184321786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099267827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60247785,0.005098959,0.023217179,0.28466082,0.0008354067,0.012473077,0.00039744627,0.00030247492,0.070536785],"genre_scores_gemma":[0.9797895,0.0007405236,0.00009958577,0.00010770492,0.00010937581,0.00044418284,0.00003560228,0.00000442343,0.018669106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989984,0.00008365666,0.00029759153,0.00016689049,0.00018744795,0.0002659865],"domain_scores_gemma":[0.9985101,0.00055176084,0.00009093745,0.00022584155,0.0005837314,0.000037607817],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010835874,0.00006393215,0.0001186656,0.00003151067,0.0016814412,0.000003644692,0.00010438384,0.000057885984,0.00010275833],"category_scores_gemma":[0.00037693835,0.00003856759,0.000027851227,0.00021251918,0.000096707685,0.00009013904,0.00010690529,0.00015547677,0.000016407581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013299048,0.00010784368,0.15778188,0.00018981074,0.000060750153,0.0000012844253,0.00220396,0.0000014534842,0.0038460684,0.70827395,0.120854236,0.0065457737],"study_design_scores_gemma":[0.0003655134,0.00021187187,0.65662324,0.00006240747,0.00003835902,0.0000024797523,0.0039539477,0.000068322704,0.0019418666,0.030832715,0.30577394,0.00012531536],"about_ca_topic_score_codex":0.00012366068,"about_ca_topic_score_gemma":0.00023350793,"teacher_disagreement_score":0.67744124,"about_ca_system_score_codex":0.00002644832,"about_ca_system_score_gemma":0.000059083475,"threshold_uncertainty_score":0.99961823},"labels":[],"label_agreement":null},{"id":"W7100904568","doi":"","title":"Creating Options for Vulnerable Workers","year":2006,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Public policy; Context (archaeology)","score_opus":0.06285996253729702,"score_gpt":0.4201926471035149,"score_spread":0.35733268456621786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100904568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06392896,0.00023514083,0.008673222,0.009303066,0.00050343515,0.00094311655,0.00002321348,0.00031391653,0.91607594],"genre_scores_gemma":[0.43954173,0.000013156183,0.0077858255,0.0006905755,0.00086294924,0.00076069747,0.000054944925,0.000021198484,0.55026895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992741,0.00006049108,0.0002035426,0.00010933487,0.000056980647,0.00029559433],"domain_scores_gemma":[0.9992271,0.00053967943,0.00004676335,0.00008676878,0.000076413155,0.000023297245],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029404112,0.00006410558,0.0001006425,0.000029062636,0.0020703326,0.000004914882,0.000042052914,0.00004924819,0.0008040564],"category_scores_gemma":[0.00006797579,0.000049171962,0.00004167762,0.000072743205,0.000016344136,0.000052553827,0.000030753017,0.00012219041,0.00008936317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010126526,0.000022740958,0.30868354,0.00003722022,0.000014078978,1.558623e-7,0.00026072076,0.000030129037,0.000053422096,0.1014432,0.58909494,0.00034974786],"study_design_scores_gemma":[0.0013453526,0.000060233582,0.09855067,0.00012625619,0.00003910187,1.387118e-7,0.008687084,0.00022127217,0.00005397716,0.022503251,0.86818236,0.00023029487],"about_ca_topic_score_codex":0.0014882213,"about_ca_topic_score_gemma":0.001122915,"teacher_disagreement_score":0.37561277,"about_ca_system_score_codex":0.000036352474,"about_ca_system_score_gemma":0.00002963799,"threshold_uncertainty_score":0.99922884},"labels":[],"label_agreement":null},{"id":"W7107954444","doi":"10.6084/m9.figshare.30736713.v1","title":"Additional file 1 of Assessing health disparities faced by female paid domestic workers in Peru before, during, and after the COVID-19 pandemic","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Health equity; Coronavirus disease 2019 (COVID-19); Population; Public health; Inequality; Poverty","score_opus":0.07360849671863906,"score_gpt":0.4297386351331155,"score_spread":0.35613013841447644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107954444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64384645,0.0038606743,0.000011352843,0.024105178,0.00031784907,0.0032797146,0.31975865,0.0000067427577,0.0048133912],"genre_scores_gemma":[0.90606153,0.00056448916,0.00046331165,0.003416216,0.00009656255,0.0026576617,0.010070037,0.000037263188,0.07663291],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99642897,0.0009888986,0.0010115172,0.0005661793,0.00027526543,0.00072916254],"domain_scores_gemma":[0.9937918,0.0050908057,0.00049435644,0.00032998176,0.00007459656,0.00021847025],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009258417,0.00032743174,0.00070108287,0.0001604431,0.0018463762,0.00014283953,0.00038333793,0.00021380678,0.48924497],"category_scores_gemma":[0.0014618919,0.00025187578,0.00007689202,0.0004195758,0.00062790676,0.0003466926,0.0010091001,0.0007239301,0.00005103774],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017936956,0.00009093898,0.48267084,0.00055036123,0.00006979907,0.0000046533505,0.0057293745,0.0000018590016,8.0880665e-7,0.000006539007,0.5066111,0.004084348],"study_design_scores_gemma":[0.0012578133,0.00008093291,0.66701454,0.0041150274,0.000036026573,0.0000031120558,0.02542328,0.000013370408,4.819661e-7,0.00018666375,0.30167866,0.00019010263],"about_ca_topic_score_codex":0.0025147316,"about_ca_topic_score_gemma":0.0138921905,"teacher_disagreement_score":0.48919392,"about_ca_system_score_codex":0.00043545174,"about_ca_system_score_gemma":0.0023499182,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W7107959798","doi":"10.6084/m9.figshare.30736713","title":"Additional file 1 of Assessing health disparities faced by female paid domestic workers in Peru before, during, and after the COVID-19 pandemic","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Health equity; Coronavirus disease 2019 (COVID-19); Population; Public health; Inequality; Poverty","score_opus":0.07020859477222686,"score_gpt":0.39718801786108526,"score_spread":0.3269794230888584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107959798","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008919794,0.0055782,4.668821e-7,0.0067786216,0.000101559206,0.0012166558,0.976683,0.000053668668,0.0006679842],"genre_scores_gemma":[0.29436186,0.00017642214,0.00002486867,0.0057020853,0.00012677976,0.0070024743,0.67673177,0.000039538998,0.015834235],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9966964,0.00074869185,0.0009053455,0.0005119223,0.00032548644,0.0008121183],"domain_scores_gemma":[0.99132276,0.007498171,0.0005061566,0.00031666993,0.00012303359,0.0002331987],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023450633,0.0003701823,0.0006233052,0.00019438684,0.0016754261,0.000065416134,0.00024293199,0.00027620705,0.9388957],"category_scores_gemma":[0.0072031673,0.000292981,0.000116110175,0.00048237346,0.00015427062,0.00023574338,0.0006007812,0.00089944777,0.00013071181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007118189,0.00005750973,0.17977552,0.0048768055,0.000056964203,0.000005589802,0.0024162268,0.0000023593273,1.4624179e-7,0.0000040012796,0.812296,0.00043771983],"study_design_scores_gemma":[0.0006412974,0.0000481598,0.5930213,0.022464875,0.000013943741,0.0000024561393,0.0064030583,0.000015933498,1.1588089e-7,0.00010593219,0.37711114,0.00017181716],"about_ca_topic_score_codex":0.00052538404,"about_ca_topic_score_gemma":0.0036888076,"teacher_disagreement_score":0.938765,"about_ca_system_score_codex":0.000489471,"about_ca_system_score_gemma":0.001903574,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W7110539481","doi":"","title":"COVID-19 & HEALTHCARE (RE)PRIVATIZATION? A COMPARATIVE ANALYSIS OF HIGH AND MEDIUM PER CAPITA GDP COUNTRIES","year":2025,"lang":"","type":"article","venue":"The Open Repository - Binghamton (Binghamton University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Per capita; Pandemic; Public healthcare; Population ageing; Population; Panel data; Healthcare system","score_opus":0.06762563353442676,"score_gpt":0.37482560571804846,"score_spread":0.3071999721836217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110539481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79481465,0.006547525,0.0012166294,0.106752135,0.0035464545,0.0076361904,0.0007240791,0.00024968619,0.07851265],"genre_scores_gemma":[0.9128011,0.002485293,0.00010502369,0.0033154674,0.000111656074,0.000025558782,0.00012664877,0.000033901546,0.08099536],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99118155,0.003863049,0.0016282015,0.0014316201,0.00086189376,0.0010336731],"domain_scores_gemma":[0.99129015,0.0031114395,0.0019149393,0.0015690918,0.0014200872,0.0006943047],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020093406,0.0008413764,0.0024082563,0.0021348514,0.009057709,0.00026655008,0.0023416956,0.00060699275,0.0010432557],"category_scores_gemma":[0.0002526842,0.00074271485,0.000393561,0.0039377324,0.0019546559,0.00080758636,0.0039819367,0.0011561704,0.000024340457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030811632,0.00051895797,0.50554436,0.002453393,0.014921612,0.00011208208,0.16791657,0.00081654394,0.00034861933,0.27326256,0.03092969,0.00009445417],"study_design_scores_gemma":[0.008078096,0.0008926441,0.30013683,0.0019260496,0.018238494,0.0000060964344,0.23828532,0.00092898327,0.0008858764,0.0015915859,0.4271963,0.0018337311],"about_ca_topic_score_codex":0.05542512,"about_ca_topic_score_gemma":0.012595623,"teacher_disagreement_score":0.3962666,"about_ca_system_score_codex":0.0017322212,"about_ca_system_score_gemma":0.0043958444,"threshold_uncertainty_score":0.99986994},"labels":[],"label_agreement":null},{"id":"W7113902733","doi":"10.1080/13676261.2025.2599913","title":"Precarious employment and mental health among young Australians with disability: a mixed-methods study during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Journal of Youth Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"National Health and Medical Research Council","keywords":"Mental health; Pandemic; Coronavirus disease 2019 (COVID-19); Qualitative research; Young adult; Unemployment; Precarious work","score_opus":0.10537384712398948,"score_gpt":0.5005572586720859,"score_spread":0.39518341154809644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113902733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684952,0.0076102815,0.0000970299,0.020789234,0.0010928832,0.0017430565,0.000032936878,0.000052750212,0.00008663543],"genre_scores_gemma":[0.9946695,0.0021446894,0.00017202453,0.0009152911,0.000178729,0.000102555365,0.0000012082967,0.000018537467,0.0017974771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956053,0.001959654,0.0011601617,0.00030419548,0.0004256968,0.00054502557],"domain_scores_gemma":[0.99751157,0.0009643013,0.0008215592,0.00026811237,0.00020870219,0.00022575016],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040721186,0.00030880832,0.0008925209,0.00012493748,0.0035255088,0.00002705091,0.00022551684,0.00006300947,0.00000825372],"category_scores_gemma":[0.00059147156,0.00016349134,0.000108305576,0.00030068224,0.0005862686,0.00013884713,0.00049492944,0.0007817034,5.973664e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002660879,0.00016686018,0.7795332,0.00031356298,0.0012693133,0.00000673354,0.21440575,0.000008264765,0.0000027831022,0.000012970084,0.0032876087,0.0007268813],"study_design_scores_gemma":[0.0019836586,0.00054164376,0.59128374,0.00029054773,0.000203773,0.000010161258,0.404467,4.2940147e-7,7.1901457e-7,0.000071138784,0.001046957,0.000100215984],"about_ca_topic_score_codex":0.0018515715,"about_ca_topic_score_gemma":0.013814159,"teacher_disagreement_score":0.19006124,"about_ca_system_score_codex":0.0011548109,"about_ca_system_score_gemma":0.00029645194,"threshold_uncertainty_score":0.99777174},"labels":[],"label_agreement":null},{"id":"W7115167842","doi":"10.46482/ebyuiibfdergi.1789837","title":"EVALUATING UNIVERSAL BASIC INCOME PILOT PROGRAMS: INSTITUTIONAL CONTEXTS, IMPACTS, AND POLICY IMPLICATIONS","year":2025,"lang":"","type":"article","venue":"Erzincan Binali Yıldırım Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Basic income; Transformative learning; Capability approach; Public policy; Social policy; Empirical research; Income Support; Universal design","score_opus":0.08294776009658739,"score_gpt":0.4102792760739734,"score_spread":0.327331515977386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115167842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86784196,0.022468006,0.0012304744,0.06368059,0.0031659857,0.008811242,0.0012977286,0.0009965121,0.030507512],"genre_scores_gemma":[0.9687364,0.0048589814,0.0018681526,0.003465799,0.001265766,0.00026344712,0.0005498863,0.00017731532,0.018814258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98710674,0.0024931289,0.0025655383,0.0029717267,0.0014502218,0.0034126732],"domain_scores_gemma":[0.98984414,0.0030413505,0.0015053513,0.0020272823,0.0021178806,0.0014639626],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0025542239,0.0019919754,0.0021416594,0.0031416954,0.010846278,0.0004927858,0.001658286,0.0010735617,0.0009659117],"category_scores_gemma":[0.0020017598,0.0021452247,0.0006500811,0.004536394,0.0032441255,0.0019341746,0.0030177825,0.0027233674,0.0006027604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022273809,0.002199082,0.67085445,0.0030950839,0.0032793893,0.00019871157,0.018471904,0.00013636991,0.0014763778,0.22791205,0.016776716,0.053372465],"study_design_scores_gemma":[0.017352931,0.0045286706,0.8346291,0.006683637,0.002894529,0.00008698087,0.023000881,0.00089360913,0.000078965524,0.012324537,0.09435375,0.0031724009],"about_ca_topic_score_codex":0.010908285,"about_ca_topic_score_gemma":0.0052099708,"teacher_disagreement_score":0.21558751,"about_ca_system_score_codex":0.005058438,"about_ca_system_score_gemma":0.009856221,"threshold_uncertainty_score":0.99994737},"labels":[],"label_agreement":null},{"id":"W7115557189","doi":"10.82396/cjcd.v9i1.3029","title":"Determinants organisationnels et individuels de lʼemploi atypique: le dossier du cumul dʼemplois et du travail autonome au Canada","year":2021,"lang":"fr","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Work environment; Statistical analysis; Promotion (chess)","score_opus":0.014191376889334327,"score_gpt":0.27386703895805714,"score_spread":0.25967566206872283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115557189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94926494,0.00093473773,0.0048353644,0.04097792,0.0023830761,0.0002090963,0.0002545341,0.000014983005,0.0011253414],"genre_scores_gemma":[0.9845131,0.0053601735,0.00030410624,0.0007208352,0.0012064544,2.2066531e-7,0.000043481457,0.000034454155,0.0078171985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99329317,0.003849264,0.001069136,0.00030989168,0.0007658681,0.00071269023],"domain_scores_gemma":[0.9943722,0.0017793668,0.0018940975,0.00046933166,0.0011589278,0.00032610013],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003957912,0.00038957462,0.0013208954,0.00034533162,0.0016469829,0.000042735828,0.0008800152,0.00033306325,0.0015947093],"category_scores_gemma":[0.0005177915,0.0003551445,0.0006194109,0.0013224707,0.0004483315,0.0005012805,0.00048084106,0.0010881776,0.000014495416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090390275,0.00043669235,0.9129488,0.0002210505,0.007896159,0.0007478675,0.05454143,0.007013904,0.0002289169,0.001644648,0.011772675,0.0016439464],"study_design_scores_gemma":[0.003981914,0.00019526166,0.927663,0.0003209215,0.008314037,0.00013624373,0.030849064,0.001750598,0.000015372665,0.00068397337,0.025648866,0.0004407046],"about_ca_topic_score_codex":0.8331774,"about_ca_topic_score_gemma":0.98353654,"teacher_disagreement_score":0.15035912,"about_ca_system_score_codex":0.0027408784,"about_ca_system_score_gemma":0.01264648,"threshold_uncertainty_score":0.99989},"labels":[],"label_agreement":null},{"id":"W7115817732","doi":"","title":"Associations Between Receipt of the Canada Recovery Benefit and Mental Health in Canadian Parents and Their Children","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mental health; Receipt; Odds; Unemployment; Logistic regression; Recession; Odds ratio; Association (psychology); Longitudinal study","score_opus":0.016069417458730344,"score_gpt":0.2646484637827298,"score_spread":0.2485790463239995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115817732","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80912256,0.0008406443,2.9360677e-7,0.006282796,0.0007477023,0.0013283128,0.005656444,0.000013573754,0.17600766],"genre_scores_gemma":[0.4123,0.0012441264,0.000008854238,0.0006350993,0.000063189866,0.000004007617,0.002740545,0.000028330514,0.58297586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987343,0.0002106132,0.00030113565,0.00025353534,0.00010803717,0.0003923822],"domain_scores_gemma":[0.99922156,0.00012776394,0.00032105943,0.000132744,0.000062232124,0.000134652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013280887,0.00019711754,0.00043009067,0.00016294724,0.0008889758,0.0000064284654,0.00018476926,0.00019479837,0.000737255],"category_scores_gemma":[0.00002396306,0.00017155746,0.00004086112,0.00034532355,0.000021948956,0.00006263395,0.00011947895,0.00041681455,4.1673005e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015933567,0.0000056233926,0.94114363,0.000092307186,0.00014607416,3.3427682e-7,0.0025409353,5.064152e-7,2.477196e-7,0.00016462494,0.0051607117,0.050729092],"study_design_scores_gemma":[0.00045659894,0.000018095212,0.91609865,0.00058977073,0.000031666958,3.9905018e-8,0.0075549316,7.37933e-7,0.0000015857752,0.000090540256,0.0750321,0.00012529697],"about_ca_topic_score_codex":0.991485,"about_ca_topic_score_gemma":0.99987984,"teacher_disagreement_score":0.4069682,"about_ca_system_score_codex":0.0013000604,"about_ca_system_score_gemma":0.0023768747,"threshold_uncertainty_score":0.8072425},"labels":[],"label_agreement":null},{"id":"W7116967449","doi":"10.21203/rs.3.rs-7882810/v1","title":"The Impact of Universal Credit on Mental, Physical, and Financial Well-Being: Longitudinal Evidence from the UK Household Longitudinal Survey","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University; University of Manitoba","funders":"","keywords":"Welfare; Mental health; Financial distress; Payment; Conditionality; Distress; Mental distress; Baseline (sea); Social security; Welfare reform","score_opus":0.21435072121188803,"score_gpt":0.4881737654157302,"score_spread":0.2738230442038422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116967449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739883,0.006137407,0.000020407018,0.008352113,0.0014098883,0.004787162,0.00376205,0.000054337215,0.0014883309],"genre_scores_gemma":[0.95911825,0.035867482,0.0000053265144,0.000038089234,0.00184462,0.00026493557,0.00019338803,0.00006339389,0.0026045267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98101056,0.010277729,0.0012924895,0.001906272,0.0031536908,0.0023592925],"domain_scores_gemma":[0.9475564,0.047007136,0.0007144924,0.002352272,0.0019225922,0.0004471108],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0103916675,0.0010622412,0.0015333836,0.0003876118,0.010079058,0.00033942377,0.0025443763,0.00071903964,0.0003569446],"category_scores_gemma":[0.0075703477,0.0006148371,0.0008267703,0.001530138,0.0032187882,0.00025617096,0.008061422,0.007429717,0.00008026625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043507074,0.000495622,0.8404298,0.0006814172,0.00084589724,0.000030235276,0.013255154,0.00014571416,0.000024093191,0.0009677665,0.13776116,0.0010124377],"study_design_scores_gemma":[0.001148884,0.002112002,0.9749242,0.012944803,0.0001561954,6.1669795e-7,0.004207544,0.00028253128,0.00005407756,0.0024464782,0.0012294636,0.0004931808],"about_ca_topic_score_codex":0.1204781,"about_ca_topic_score_gemma":0.014424255,"teacher_disagreement_score":0.1365317,"about_ca_system_score_codex":0.0015239707,"about_ca_system_score_gemma":0.0041791,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W7128501328","doi":"10.64903/1480-6800-25.2.195","title":"Covid-19 and Exacerbation of the Predicament of the Precariat Class","year":2022,"lang":"","type":"article","venue":"Arab world geographer","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Precarity; Proletariat; Competition (biology); Unemployment; Working class; Austerity; Financial crisis; Precarious work; Democracy; Grassroots","score_opus":0.037688020103814716,"score_gpt":0.33202943693133113,"score_spread":0.2943414168275164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128501328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7828644,0.015249232,0.000017137441,0.17400661,0.0055533242,0.005796614,0.0004254294,0.00005181441,0.016035452],"genre_scores_gemma":[0.97885454,0.0006365398,0.000009500099,0.003944564,0.000096583164,0.00036280515,0.0000052174196,0.000024745106,0.016065495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950661,0.002278551,0.0009265646,0.00039975348,0.0008758874,0.00045311524],"domain_scores_gemma":[0.9970928,0.00077557407,0.00102908,0.00083100284,0.000116110255,0.00015544343],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015280709,0.00025185497,0.00041455845,0.00016174519,0.0030720246,0.000008191397,0.0005650415,0.00008195758,0.0036081115],"category_scores_gemma":[0.00027037706,0.00015525914,0.0003186277,0.0015359604,0.000743081,0.000064768836,0.0021106764,0.0008049272,0.0000021201122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013395294,0.00023156022,0.9175772,0.00050159835,0.000317097,2.4084017e-7,0.014504731,0.0001638698,0.00004836917,0.0068602567,0.058648318,0.0010128176],"study_design_scores_gemma":[0.0014588756,0.00015137058,0.7294821,0.00020637286,0.00035238554,5.171644e-7,0.007753385,0.00006150287,0.000042425574,0.004015888,0.25631273,0.0001624437],"about_ca_topic_score_codex":0.001856923,"about_ca_topic_score_gemma":0.0030313693,"teacher_disagreement_score":0.19766442,"about_ca_system_score_codex":0.00014291712,"about_ca_system_score_gemma":0.00049895863,"threshold_uncertainty_score":0.99822587},"labels":[],"label_agreement":null},{"id":"W7132496044","doi":"","title":"The Impact of Demographic Changes on Employment - The Case of the Republic of Croatia","year":2022,"lang":"hr","type":"dissertation","venue":"Repository of the University of Rijeka, Faculty of Economics and Business","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Croatian; Czech; Quarter (Canadian coin); The Republic","score_opus":0.032651076691189246,"score_gpt":0.29957561178044,"score_spread":0.26692453508925074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132496044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934155,0.001058461,5.421267e-7,0.0023432444,0.0007596658,0.0009989123,0.0008440378,0.0000040769537,0.00057557784],"genre_scores_gemma":[0.9944563,0.0029819016,0.000008151344,0.000011341651,0.000036251342,0.0000012419006,0.00005220903,0.00002044892,0.002432192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977718,0.000526471,0.00091030344,0.0003177905,0.00021590407,0.00025772201],"domain_scores_gemma":[0.99282664,0.0006226807,0.004653701,0.00092327467,0.0009271288,0.000046553978],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081397075,0.00033348086,0.0009577138,0.00018808657,0.0022321837,0.000007979445,0.0010351834,0.00023643821,0.000032220345],"category_scores_gemma":[0.00009486645,0.00018648096,0.0006904133,0.00041908392,0.0013255534,0.00007575907,0.00065589085,0.0003949135,1.2028717e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009595514,0.0038922543,0.6457295,0.013996171,0.017580109,0.00003422714,0.24594806,0.010459435,0.0080377115,0.016434144,0.014774121,0.013518751],"study_design_scores_gemma":[0.0013175299,0.00053866237,0.91519105,0.0012379306,0.0010097547,0.000016567343,0.07636178,0.00018131356,0.0017776887,0.00023996536,0.0018604844,0.00026726432],"about_ca_topic_score_codex":0.037112847,"about_ca_topic_score_gemma":0.008859478,"teacher_disagreement_score":0.26946154,"about_ca_system_score_codex":0.00013594331,"about_ca_system_score_gemma":0.00049176806,"threshold_uncertainty_score":0.99906677},"labels":[],"label_agreement":null},{"id":"W7132868588","doi":"","title":"Muovaako Valtiojärjestelmät tyytyväisyyttä alueelliseen terveydenhuoltoon? : Kandidaatintutkielma Suomen ja Kanadan asukkaiden tyytyväisyydestä terveyspalveluita kohtaan","year":2025,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Population; Work (physics); Paid work","score_opus":0.03318014546958573,"score_gpt":0.31235030239943545,"score_spread":0.2791701569298497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132868588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75919247,0.0016554537,0.00015499948,0.0014030604,0.006310946,0.002567876,0.0010304893,0.00031344287,0.22737129],"genre_scores_gemma":[0.6286299,0.00070895377,0.0003601123,0.00014513134,0.0006105677,0.000029259454,0.0026232593,0.00007559858,0.36681718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98978907,0.0018987887,0.0027256077,0.0021020395,0.0019998874,0.0014845903],"domain_scores_gemma":[0.9910168,0.0013346518,0.0028040681,0.0016213275,0.0025461481,0.0006770031],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013127397,0.0015692983,0.0023058066,0.0014488951,0.008008729,0.00010693267,0.0019031481,0.0018178319,0.00065190706],"category_scores_gemma":[0.00077537866,0.0017473677,0.0013535338,0.0013050084,0.0011681283,0.0011490596,0.0009963969,0.0022768169,0.00016605422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007329046,0.005593674,0.7641052,0.02199159,0.013632406,0.0044514798,0.052588344,0.0010668283,0.0049111657,0.06242995,0.049222898,0.012677448],"study_design_scores_gemma":[0.0063105715,0.001079413,0.5093346,0.011664533,0.0041234484,0.00008742174,0.03339422,0.00024098186,0.001465861,0.0005803467,0.4286127,0.0031058942],"about_ca_topic_score_codex":0.03196099,"about_ca_topic_score_gemma":0.009314577,"teacher_disagreement_score":0.37938982,"about_ca_system_score_codex":0.0027679848,"about_ca_system_score_gemma":0.006238189,"threshold_uncertainty_score":0.9997055},"labels":[],"label_agreement":null},{"id":"W7132923760","doi":"","title":"Unemployment, Unemployment Protection, and Health in the Era of Neoliberal Welfare State Retrenchment","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Retrenchment; Welfare state; Unemployment; Welfare; Workfare; Neoliberalism (international relations); Restructuring; Public health; Population","score_opus":0.06607131205898485,"score_gpt":0.42238958978957875,"score_spread":0.3563182777305939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132923760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7543148,0.007508909,0.00002592755,0.21986957,0.0023357393,0.012820767,0.00012806372,0.00007983954,0.0029163938],"genre_scores_gemma":[0.936287,0.011728088,0.00007427955,0.0026322354,0.00023537794,0.0014759343,0.0006540942,0.00016592751,0.04674707],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99160814,0.0020773748,0.002457399,0.001210509,0.0010926246,0.0015539526],"domain_scores_gemma":[0.99557245,0.0002779539,0.0024042286,0.0010713299,0.000430602,0.00024344496],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029518811,0.0010680741,0.0017903707,0.00042703454,0.001633998,0.0000583131,0.0005608987,0.0005278581,0.00050266006],"category_scores_gemma":[0.000080082624,0.0008163501,0.00024405221,0.0010339565,0.00020799611,0.00017878506,0.0002908627,0.0030013362,0.000059085633],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012127751,0.0012910756,0.101884924,0.010286337,0.00066315476,0.000013685001,0.81757134,0.00016694353,0.00008099797,0.0044879774,0.017129393,0.045211416],"study_design_scores_gemma":[0.007382908,0.0048101344,0.5857369,0.009672509,0.00025829292,0.0000070773663,0.32123926,0.0002712317,0.00013019463,0.002181599,0.066537924,0.0017719945],"about_ca_topic_score_codex":0.035867948,"about_ca_topic_score_gemma":0.011814338,"teacher_disagreement_score":0.49633205,"about_ca_system_score_codex":0.0007206621,"about_ca_system_score_gemma":0.0009503638,"threshold_uncertainty_score":0.99966574},"labels":[],"label_agreement":null},{"id":"W7132953137","doi":"","title":"Examining the causal relationship between job control and health status in the Canadian working population","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job control; Psychosocial; Socioeconomic status; Job strain; Cohort; Population; Control (management); Cohort study; Path analysis (statistics)","score_opus":0.24925505929289307,"score_gpt":0.4950924244976654,"score_spread":0.2458373652047723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132953137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93512964,0.0055373465,0.000043057236,0.045713868,0.0010998159,0.003803157,0.000033235832,0.000038203947,0.008601678],"genre_scores_gemma":[0.99235445,0.00032853335,0.000030449606,0.0022835282,0.0008426713,0.00015804206,0.0008199713,0.0000667491,0.003115622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932704,0.002604575,0.0012385467,0.00055717066,0.0006581049,0.0016712244],"domain_scores_gemma":[0.99223655,0.0058222166,0.0009673046,0.0004613328,0.00014088879,0.00037171092],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00789962,0.0005020071,0.00071601936,0.0005789282,0.008270752,0.00012893234,0.00027935614,0.0006938436,0.000040386793],"category_scores_gemma":[0.0008439095,0.00035098539,0.0000644398,0.00085888506,0.000113280774,0.0001165554,0.000039642106,0.0029427216,0.000022059516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003293481,0.000006303549,0.803665,0.00014821797,0.00004106826,0.000002964085,0.1883595,0.000007841205,1.1368867e-7,0.0034153766,0.0007626566,0.0035580266],"study_design_scores_gemma":[0.00087284786,0.0000930388,0.84034926,0.0009964502,0.00011089627,4.7758647e-7,0.15414862,0.000022214548,3.339643e-8,0.00049639284,0.0026455661,0.0002642053],"about_ca_topic_score_codex":0.87681824,"about_ca_topic_score_gemma":0.9896909,"teacher_disagreement_score":0.11287268,"about_ca_system_score_codex":0.0013509205,"about_ca_system_score_gemma":0.0015083553,"threshold_uncertainty_score":0.9998942},"labels":[],"label_agreement":null},{"id":"W7132954601","doi":"","title":"Precarious Professionals: Non-Tenure-Track Faculty in Southern Ontario Universities","year":2018,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phenomenon; Scholarship; Work (physics); Precarious work; Precarity; Temporary work; Negotiation; Duration (music)","score_opus":0.06267388957437252,"score_gpt":0.4449784116180875,"score_spread":0.38230452204371496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132954601","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93015075,0.0008045313,0.0000061100145,0.0027914504,0.0047301296,0.0030643174,0.00018665024,0.00013054798,0.0581355],"genre_scores_gemma":[0.25693536,0.00008262179,0.00013126808,0.000268556,0.00059447886,0.00017793765,0.0018549416,0.00012300738,0.7398318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940259,0.0007200987,0.0012930227,0.0012867948,0.0010052449,0.0016689647],"domain_scores_gemma":[0.9963005,0.00039778583,0.0012732715,0.0007307957,0.0009846615,0.00031294802],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0009127049,0.0011704832,0.0015186807,0.00055229774,0.0025088245,0.000049772018,0.0006015092,0.0019129682,0.007960306],"category_scores_gemma":[0.000088993715,0.0010869844,0.00036571606,0.000570016,0.00027650202,0.00028774946,0.00041844053,0.003230669,0.0031233598],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089417037,0.00042357726,0.0542929,0.0010873264,0.0003141549,0.00005633414,0.9135113,0.000003429563,0.000048018002,0.0000952565,0.028902743,0.00037081985],"study_design_scores_gemma":[0.0021841205,0.00031763947,0.12359921,0.005844253,0.00027658785,9.686474e-7,0.8166684,0.000016588314,0.000053190826,0.00017842461,0.049847566,0.0010130382],"about_ca_topic_score_codex":0.41018832,"about_ca_topic_score_gemma":0.89707375,"teacher_disagreement_score":0.68169636,"about_ca_system_score_codex":0.00343894,"about_ca_system_score_gemma":0.008223981,"threshold_uncertainty_score":0.99938273},"labels":[],"label_agreement":null},{"id":"W7132958258","doi":"","title":"The Prevalence of Depression and Its Impact on Employment Earnings among Canadian Labor Force Participants","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Depression (economics); Cohort; Population; Mental health; Health and Retirement Study; Propensity score matching; Human capital","score_opus":0.049866882971590525,"score_gpt":0.4516083899507206,"score_spread":0.4017415069791301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132958258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98176086,0.010109167,2.1610823e-7,0.002150466,0.0012015926,0.0026202977,0.00020231788,0.000056892684,0.0018982107],"genre_scores_gemma":[0.8567659,0.008338544,0.0000012560524,0.00012749669,0.000092407885,0.00061531994,0.000071266615,0.00011044891,0.13387732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99477804,0.001154542,0.00089982187,0.00075439044,0.00083439396,0.0015788038],"domain_scores_gemma":[0.9956675,0.0014467392,0.0012180451,0.0005925072,0.00038027493,0.0006949144],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014592545,0.0006412108,0.0007096048,0.0002526735,0.004653611,0.000037977876,0.00048693625,0.00037870297,0.0018129989],"category_scores_gemma":[0.0009437469,0.00044241745,0.00018044814,0.0004106613,0.00014007311,0.00013010764,0.0002643147,0.0014994056,0.000025533693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068604766,0.000067188914,0.8698209,0.0017436696,0.00028507673,0.00000879401,0.122665904,0.000073849515,0.0001727015,0.00021810875,0.0032259345,0.0010318201],"study_design_scores_gemma":[0.0006274602,0.00071001507,0.95066863,0.0021209389,0.0003599762,3.3785028e-7,0.039953873,0.00016287269,0.00037292243,0.000034000044,0.0045825085,0.00040643848],"about_ca_topic_score_codex":0.19701035,"about_ca_topic_score_gemma":0.26076317,"teacher_disagreement_score":0.13197912,"about_ca_system_score_codex":0.0005723386,"about_ca_system_score_gemma":0.0012259188,"threshold_uncertainty_score":0.99980277},"labels":[],"label_agreement":null},{"id":"W7132967231","doi":"","title":"Doctors, Drugs, and Death: Separating Supply and Demand Factors in the Opioid Crisis","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Position (finance); Order (exchange); Inequality; Consumption (sociology); Promotion (chess); Product (mathematics); Supply and demand; Supply chain","score_opus":0.05459716097077063,"score_gpt":0.4465745307444386,"score_spread":0.391977369773668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132967231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677808,0.020684134,0.0000023490995,0.004746043,0.001015036,0.0018518639,0.000069220754,0.000042945885,0.003807574],"genre_scores_gemma":[0.9780471,0.010361487,0.00003469406,0.0006080557,0.00020644406,0.000396259,0.0006293597,0.00007084412,0.009645755],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99534,0.0014898775,0.0008751458,0.0008255504,0.00060400984,0.0008654412],"domain_scores_gemma":[0.9965825,0.0022012861,0.00056392717,0.00039752005,0.00009791403,0.00015682822],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014429739,0.00069954054,0.00087058195,0.0002913964,0.0040462203,0.000113378956,0.0003065025,0.00041697136,0.0010644463],"category_scores_gemma":[0.0002436921,0.00052364485,0.00010929379,0.00042625848,0.00007458747,0.00017604603,0.00034767963,0.0018750221,0.000007845338],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007803339,0.00004987229,0.41251674,0.00068577385,0.00007948868,0.000007802945,0.57780474,0.0000010417477,0.000023236249,0.0008813183,0.0074756984,0.0003962307],"study_design_scores_gemma":[0.0006788452,0.00016310866,0.3112944,0.00032733238,0.00019114584,0.00000124216,0.66014844,0.000013109725,0.000027957194,0.0003418582,0.026392676,0.00041987756],"about_ca_topic_score_codex":0.012245255,"about_ca_topic_score_gemma":0.0052645556,"teacher_disagreement_score":0.10122234,"about_ca_system_score_codex":0.00014964644,"about_ca_system_score_gemma":0.00021117368,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W7132986387","doi":"","title":"Employment restructuring and the search for flexibility: The case of non-standard employment in Ireland","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Diversity (politics); Employment contract; Work (physics); Restructuring; Sample (material); Temporary work; Economic restructuring; Flexibility (engineering)","score_opus":0.0657233906031213,"score_gpt":0.4575358966025083,"score_spread":0.391812505999387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132986387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97009635,0.0044019883,0.00010756233,0.012349746,0.001122685,0.009601652,0.00015566517,0.000027633962,0.002136692],"genre_scores_gemma":[0.9779995,0.0015105682,0.0001176066,0.00015891597,0.00034268215,0.0013195458,0.00014143207,0.00010785052,0.018301895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943749,0.001319231,0.0016987987,0.0008951134,0.0006079836,0.0011039912],"domain_scores_gemma":[0.99379927,0.003780176,0.0007993491,0.0009874759,0.0005075293,0.00012622752],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0046138884,0.0007135385,0.001385773,0.00025508055,0.0027303733,0.0000629351,0.000406149,0.0005124549,0.000074902215],"category_scores_gemma":[0.00026831296,0.00041146265,0.00030339853,0.00041615282,0.000790769,0.00008304025,0.0003915223,0.0014181201,0.0000035451083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024215957,0.0004205619,0.13903567,0.010039541,0.0012532551,0.00027952442,0.7711516,0.00055965333,0.00023738912,0.014844648,0.010353933,0.027608292],"study_design_scores_gemma":[0.037843183,0.0021504592,0.24787802,0.007472453,0.0018267795,0.00007966428,0.6758737,0.0016544657,0.0034017856,0.009600189,0.010284456,0.0019348687],"about_ca_topic_score_codex":0.04447589,"about_ca_topic_score_gemma":0.069605716,"teacher_disagreement_score":0.10884236,"about_ca_system_score_codex":0.00038851242,"about_ca_system_score_gemma":0.0005262562,"threshold_uncertainty_score":0.9998337},"labels":[],"label_agreement":null},{"id":"W7135591413","doi":"","title":"Navigating the trade-offs: temporary agency workers, wage suppression, and firm productivity in the UK","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Productivity; Agency (philosophy); Wage; Production (economics); Government (linguistics)","score_opus":0.049244806305639904,"score_gpt":0.38788345927946366,"score_spread":0.3386386529738238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135591413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8546728,0.0002332805,0.000008365919,0.11402278,0.00017634944,0.0017621515,0.000032659784,0.0000598497,0.029031772],"genre_scores_gemma":[0.98855156,0.00034063836,0.000020073709,0.0001952606,0.00012593021,0.000024870242,0.000027058684,0.000012446048,0.0107021555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995054,0.0026170644,0.0003088712,0.00050544913,0.0006856142,0.00082897476],"domain_scores_gemma":[0.9974015,0.0016628876,0.000111536036,0.0005807157,0.00014361447,0.000099766075],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003717611,0.00020004701,0.0002688771,0.00016168434,0.004174462,0.000031212494,0.00060222566,0.0001695023,0.00015512297],"category_scores_gemma":[0.00047731315,0.00012832427,0.000075760276,0.0013804083,0.0005668098,0.00029019636,0.00095992925,0.0029225,0.000011099748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010226722,0.0001004319,0.8864069,0.0001438819,0.00004657183,0.00018298712,0.010609528,0.0000014605657,0.000022920129,0.002807267,0.09751853,0.0020572366],"study_design_scores_gemma":[0.00068528217,0.000071007715,0.875597,0.0007716679,0.000022335831,9.683442e-7,0.07845763,0.00001339826,0.000016024736,0.0009522696,0.04325837,0.00015403629],"about_ca_topic_score_codex":0.0064782496,"about_ca_topic_score_gemma":0.0007561611,"teacher_disagreement_score":0.13387877,"about_ca_system_score_codex":0.00012493694,"about_ca_system_score_gemma":0.0004392407,"threshold_uncertainty_score":0.9993778},"labels":[],"label_agreement":null},{"id":"W7135834263","doi":"","title":"Overweight and job insecurity","year":2007,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"","score_opus":0.0922909606363969,"score_gpt":0.46172187200971826,"score_spread":0.36943091137332135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135834263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72562504,0.0014280333,0.000014972566,0.0029908717,0.0004409005,0.0012533664,0.000069718866,0.00012925279,0.2680478],"genre_scores_gemma":[0.97271,0.00075703044,0.00008532404,0.0005016154,0.00075659354,0.00012148967,0.000017879667,0.000046232275,0.02500385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952737,0.0005672713,0.00067922357,0.0005424949,0.0012137563,0.0017235238],"domain_scores_gemma":[0.996672,0.0017374106,0.00013180105,0.0004265045,0.0005854605,0.0004468714],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005984663,0.0002462647,0.00042182946,0.00046385397,0.0027732344,0.00002584164,0.00028844888,0.00028765624,0.0012588205],"category_scores_gemma":[0.0007850018,0.00021153255,0.000086115826,0.0009063382,0.00042115527,0.00026516727,0.0007628228,0.0016462123,0.00029064363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028230206,0.00012649082,0.75682247,0.00030387437,0.0000928138,0.00064321427,0.002626163,4.3980027e-8,0.00028375382,0.11392702,0.123525165,0.0013666734],"study_design_scores_gemma":[0.001786128,0.00030406518,0.57741773,0.0003023821,0.000016152124,0.0000125288225,0.0056190765,0.000010666847,0.000172454,0.00758493,0.40642753,0.00034633977],"about_ca_topic_score_codex":0.0015853926,"about_ca_topic_score_gemma":0.009062221,"teacher_disagreement_score":0.28290236,"about_ca_system_score_codex":0.0001438762,"about_ca_system_score_gemma":0.000349827,"threshold_uncertainty_score":0.9996542},"labels":[],"label_agreement":null},{"id":"W7161961686","doi":"10.82308/7396","title":"The quality of work in Canada : changes in non-standard and standard work arrangements 1989 to 1994","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quality (philosophy); Context (archaeology); Job security; Temporary work","score_opus":0.043606498227428195,"score_gpt":0.4090955955641389,"score_spread":0.3654890973367107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161961686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764529,0.0013271751,0.0000041079566,0.005645714,0.0012864155,0.0020159113,0.00014602381,0.000014220424,0.013107549],"genre_scores_gemma":[0.98383504,0.0012601642,0.000074046875,0.00055418175,0.000097496566,0.0005750298,0.00015990583,0.000038651782,0.013405454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974977,0.00024924483,0.0008286056,0.0003115854,0.0005728424,0.00054004206],"domain_scores_gemma":[0.9987323,0.00048761113,0.00031696627,0.00024782482,0.00012806183,0.00008720368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011179089,0.0002651415,0.0006833666,0.0001427992,0.0003984417,0.0000086154605,0.00018362704,0.00016733092,0.00011259254],"category_scores_gemma":[0.00014374011,0.00018698975,0.00003086196,0.0005632604,0.000026090349,0.000026192512,0.00008319819,0.0005094574,0.0000023055622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002963044,0.000019053416,0.9295505,0.0008512514,0.00009147056,0.0000060547954,0.02506121,0.000005200537,0.000004669673,0.00037053993,0.02806373,0.013013253],"study_design_scores_gemma":[0.0011553426,0.00006371859,0.9227818,0.0028485735,0.00001738831,8.8172145e-9,0.051872194,3.8422126e-8,0.000025801788,0.00030565663,0.020684926,0.00024450998],"about_ca_topic_score_codex":0.8624023,"about_ca_topic_score_gemma":0.99970776,"teacher_disagreement_score":0.13730547,"about_ca_system_score_codex":0.0011612296,"about_ca_system_score_gemma":0.0013724556,"threshold_uncertainty_score":0.7625221},"labels":[],"label_agreement":null},{"id":"W7161976065","doi":"10.82308/55496","title":"Geographies of contingency and urban form: The trajectories and work locations of Toronto’s temporary staffers","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Contingency; Paid work","score_opus":0.033754151329525854,"score_gpt":0.36278500206518344,"score_spread":0.3290308507356576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161976065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511309,0.018879322,0.0000015997022,0.00052650535,0.0008245566,0.0010371811,0.000058071146,0.00007682161,0.027465042],"genre_scores_gemma":[0.9446156,0.011817156,0.000024470382,0.000025637179,0.00009828197,0.00021694977,0.00026735483,0.000034150708,0.042900376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879426,0.000097504395,0.00055703666,0.00017819433,0.0001747471,0.00019823229],"domain_scores_gemma":[0.9985498,0.00060996925,0.00040032982,0.00018407725,0.00022247859,0.00003332305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002985898,0.00018262638,0.00040585492,0.00007497739,0.0005944639,0.0000051110487,0.000096632364,0.0001817162,0.00006827943],"category_scores_gemma":[0.000096510295,0.00011671838,0.00006075659,0.0001771988,0.00016656757,0.00009240715,0.000052450723,0.0001861266,8.441959e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076186254,0.00002036951,0.8927118,0.0013162276,0.00024816854,1.492331e-7,0.055600204,1.7582261e-8,0.00001672059,0.0051339604,0.04364205,0.001234131],"study_design_scores_gemma":[0.00020619202,0.00007119506,0.8373426,0.00052336894,0.00012263082,2.490671e-8,0.15901291,1.8838114e-7,0.000024751293,0.00078818365,0.0017928757,0.000115079274],"about_ca_topic_score_codex":0.014144102,"about_ca_topic_score_gemma":0.06664022,"teacher_disagreement_score":0.10341271,"about_ca_system_score_codex":0.000013201966,"about_ca_system_score_gemma":0.000087011256,"threshold_uncertainty_score":0.9924208},"labels":[],"label_agreement":null},{"id":"W7162140303","doi":"10.82308/41258","title":"Essays on job loss and social stratification in Canada and the United States","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job loss; Renting; Poverty; Geocoding; Accommodation; Geographic mobility; Spatial mismatch; Survey data collection; Labor mobility","score_opus":0.032293623695151666,"score_gpt":0.36855966579939736,"score_spread":0.3362660421042457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162140303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962359,0.000089748995,9.524313e-7,0.01292058,0.00028545278,0.00057342136,0.00005369544,0.00001383589,0.023703331],"genre_scores_gemma":[0.9727011,0.00088487356,0.0000011284081,0.00083191734,0.000091704984,0.00023090039,0.00078744063,0.000015070142,0.024455898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896616,0.00025444332,0.00028271734,0.0001626793,0.0001457301,0.00018828624],"domain_scores_gemma":[0.9990187,0.0006448319,0.00014960919,0.00007338792,0.00009205138,0.000021407515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024314839,0.00013551635,0.00021063918,0.00007038901,0.00071428285,0.000007802874,0.000052335698,0.000113266986,0.00010604556],"category_scores_gemma":[0.00003415387,0.00007120739,0.00001046367,0.0000704886,0.00005000294,0.000025787474,0.0000152199555,0.00028016232,0.0000037367704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001492729,0.000029898372,0.4857756,0.0012089417,0.00019871906,0.00000597827,0.08993805,6.5682536e-7,0.000015625143,0.33347103,0.07850622,0.0093565835],"study_design_scores_gemma":[0.0023418912,0.000023265857,0.915392,0.00034361106,0.000040083833,6.656585e-8,0.062336117,0.000015431626,0.000009536593,0.01336188,0.0058995844,0.00023653652],"about_ca_topic_score_codex":0.94255143,"about_ca_topic_score_gemma":0.9973139,"teacher_disagreement_score":0.42961642,"about_ca_system_score_codex":0.00014498005,"about_ca_system_score_gemma":0.00041735495,"threshold_uncertainty_score":0.54937583},"labels":[],"label_agreement":null},{"id":"W75900615","doi":"","title":"Increasing Inequality in the United States","year":2006,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Quarter (Canadian coin); Immigration; Economics; Health care; Health equity; Public economics; Development economics; Demographic economics; Political science; Economic growth; Geography","score_opus":0.12602730063554907,"score_gpt":0.45656383396408134,"score_spread":0.3305365333285323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W75900615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90432453,0.00012089971,9.082022e-7,0.004727525,0.0002979952,0.0014801271,0.00008920998,0.00004397587,0.08891482],"genre_scores_gemma":[0.9870875,0.008184377,0.0000990358,0.0009168721,0.00044579606,0.00092447654,0.0007805887,0.000060161325,0.0015012026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913489,0.005330949,0.0011633997,0.0006553247,0.00032968557,0.0011717451],"domain_scores_gemma":[0.992996,0.0055140895,0.00028272488,0.0009544692,0.00017471945,0.00007799838],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011804896,0.00030323572,0.00058833935,0.0007607179,0.0007170102,0.00005357355,0.0007969393,0.0005051782,0.00007227074],"category_scores_gemma":[0.0012960511,0.0002403408,0.000103136656,0.00034891968,0.00029465597,0.000061187,0.0017725014,0.004569869,0.00002030589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015286996,0.00016532379,0.97503734,0.0004940933,0.000048287213,0.000028128543,0.008405455,0.0020917063,0.0000029624057,0.00083146995,0.0013951584,0.011347216],"study_design_scores_gemma":[0.0012396071,0.00006655096,0.83637667,0.001137202,0.000011723272,0.0000014093317,0.02073097,0.002403899,0.0000019440822,0.014264581,0.12323866,0.0005267709],"about_ca_topic_score_codex":0.034394134,"about_ca_topic_score_gemma":0.021928782,"teacher_disagreement_score":0.13866065,"about_ca_system_score_codex":0.0012676312,"about_ca_system_score_gemma":0.0005302767,"threshold_uncertainty_score":0.9977266},"labels":[],"label_agreement":null},{"id":"W760722200","doi":"10.58188/1941-8043.1141","title":"Work/Life Balance in Canadian Universities","year":2012,"lang":"en","type":"article","venue":"Journal of Collective Bargaining in the Academy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work–life balance; Balance (ability); Work (physics); Labour economics; Higher education; Collective bargaining; Political science; Economics; Demographic economics; Psychology; Economic growth; Engineering","score_opus":0.07124786826222865,"score_gpt":0.39328157321372714,"score_spread":0.3220337049514985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W760722200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8569777,0.0022969851,0.000009338512,0.014993105,0.0003910082,0.00028503506,0.0000032729579,0.000006030919,0.12503754],"genre_scores_gemma":[0.9935634,0.00013135611,0.00004525939,0.0036883275,0.00047922262,0.000009952911,2.3702421e-7,0.000009749052,0.0020725045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776477,0.0008441879,0.00043637562,0.00006459646,0.00022528878,0.0006648142],"domain_scores_gemma":[0.9982515,0.0011560775,0.0002846648,0.000054793498,0.00007982394,0.00017315162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003125929,0.000105235624,0.00027802397,0.00048643694,0.00048574014,0.000005854185,0.00030118055,0.00014283866,0.000089490284],"category_scores_gemma":[0.00047143656,0.00007400594,0.00005025141,0.0008579578,0.000055917048,0.00030227093,0.000047094418,0.0014338396,0.000015503074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098651755,0.00001681499,0.9102079,0.0000058901483,0.00003211541,0.000008334018,0.058908455,0.000023860153,0.0000022752606,0.004213215,0.026439331,0.000043132724],"study_design_scores_gemma":[0.00082256587,0.00004105211,0.9068826,0.0002609383,0.000013764847,0.0000035426335,0.054589067,0.0000062278064,0.000001844111,0.0016175393,0.035676975,0.00008388457],"about_ca_topic_score_codex":0.007392045,"about_ca_topic_score_gemma":0.0073804776,"teacher_disagreement_score":0.13658571,"about_ca_system_score_codex":0.0013169411,"about_ca_system_score_gemma":0.001328225,"threshold_uncertainty_score":0.9992178},"labels":[],"label_agreement":null},{"id":"W77621542","doi":"10.2139/ssrn.2309910","title":"Walking Wounded – The Causal Welfare Loss of Underemployment through Overeducation","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Underemployment; Welfare; Labour economics; Economics; Job loss; Unemployment; Demographic economics; Economic growth","score_opus":0.03271711102188598,"score_gpt":0.36291011976368,"score_spread":0.330193008741794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W77621542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91326654,0.002897798,0.00093697204,0.06976077,0.0010813348,0.00095404824,0.0000032719952,0.000052343603,0.011046939],"genre_scores_gemma":[0.9913428,0.0025836434,0.000024314457,0.00047071566,0.0005286148,0.00008447495,0.0000055598293,0.000029394698,0.004930487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996399,0.0004052714,0.00059345306,0.00017258202,0.00038224366,0.0020474931],"domain_scores_gemma":[0.99871755,0.00020861109,0.00046663222,0.00025373383,0.00030203428,0.0000514693],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012775097,0.00018401197,0.0002510967,0.000055446468,0.0018478484,0.000020915957,0.00030727015,0.00010788827,0.000629416],"category_scores_gemma":[0.000087878434,0.000114787916,0.00011440537,0.00018691894,0.00010339118,0.00029772584,0.00010764037,0.0020535167,0.00010771863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005054777,0.00013153674,0.09516483,0.00005786247,0.00054523436,7.031484e-7,0.010277172,0.000006394526,0.00024805983,0.8812784,0.005757015,0.0064822263],"study_design_scores_gemma":[0.0013460026,0.0003415937,0.10070471,0.00015950332,0.00010962343,0.000043127562,0.08751876,0.000005664222,0.00005765301,0.7890824,0.020363433,0.00026754552],"about_ca_topic_score_codex":0.002179286,"about_ca_topic_score_gemma":0.0024522613,"teacher_disagreement_score":0.09219604,"about_ca_system_score_codex":0.0012006746,"about_ca_system_score_gemma":0.0013969033,"threshold_uncertainty_score":0.99945164},"labels":[],"label_agreement":null},{"id":"W7779202","doi":"10.1055/s-2007-994409","title":"Gender, Health and Mobility: Health Concerns of Women Migrant Farm Workers in Canada","year":2008,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Migrant workers; Health worker; Farm workers; Business; Demographic economics; Environmental health; Socioeconomics; Labour economics; Economic growth; Health services; Geography; Sociology; Medicine; Agriculture; Economics; Population","score_opus":0.05624782643986602,"score_gpt":0.38119503462357707,"score_spread":0.32494720818371103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7779202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98601675,0.0035877645,0.000012795731,0.0098149385,0.0002668502,0.00019708494,0.0000096235835,0.000004380237,0.000089841735],"genre_scores_gemma":[0.9943737,0.0025408403,0.00010479142,0.0028856103,0.00003688598,0.000014194856,7.300423e-7,0.00001137742,0.000031916225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720275,0.0007326635,0.0010175792,0.00014940806,0.0001969535,0.0007006244],"domain_scores_gemma":[0.99790883,0.00033944313,0.00114465,0.00012302757,0.00012208802,0.00036197237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126564,0.00013067393,0.0010751314,0.00014142497,0.0002591813,6.15821e-7,0.00012963773,0.000028104294,0.000039542352],"category_scores_gemma":[0.00008957985,0.00010894787,0.000040586187,0.00024147706,0.00046234645,0.000030160294,0.0000653591,0.0004768941,4.197167e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001833948,0.00004533408,0.9244293,0.00013503911,0.000061597566,0.000046693225,0.050374858,0.000005238872,7.1622753e-7,0.00011097027,0.0010722055,0.023534684],"study_design_scores_gemma":[0.0013955308,0.0014901651,0.64222383,0.00013373556,0.000003736106,0.0001178468,0.2737124,0.0000068402755,0.0000010341495,0.00009425447,0.08069749,0.00012312717],"about_ca_topic_score_codex":0.89044386,"about_ca_topic_score_gemma":0.74683815,"teacher_disagreement_score":0.28220543,"about_ca_system_score_codex":0.001663944,"about_ca_system_score_gemma":0.009100999,"threshold_uncertainty_score":0.99651647},"labels":[],"label_agreement":null},{"id":"W778868365","doi":"10.71781/24425","title":"L’impact différencié de la satisfaction envers les bonis individuels et les bonis collectifs sur l’intention de rester des travailleurs du secteur des technologies de l’information et des communications (TIC)","year":2014,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Business administration; Business","score_opus":0.08133020208436251,"score_gpt":0.40759291432069616,"score_spread":0.32626271223633363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W778868365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766657,0.0012555498,0.0020279412,0.0018010797,0.00021035466,0.0019939877,0.00037164215,0.00009561098,0.015578155],"genre_scores_gemma":[0.964026,0.019586017,0.010851282,0.00008994963,0.000037067428,0.0007178869,0.0015493602,0.00009029604,0.0030521455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99256283,0.004265894,0.0011869413,0.0004819922,0.0003901914,0.0011121513],"domain_scores_gemma":[0.9941004,0.002928102,0.001164509,0.00079711364,0.0008061541,0.0002037579],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004341846,0.00073731143,0.00079600327,0.00065174303,0.006161291,0.0008389165,0.0011234897,0.0016134359,0.00065878907],"category_scores_gemma":[0.0039249626,0.0007073843,0.00030248193,0.0006335239,0.0016373509,0.0020305803,0.0005814689,0.001990102,0.00013181825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021777098,0.0002049155,0.6892054,0.000505825,0.00036639126,0.0000029902876,0.13682394,0.00008551045,0.00069920055,0.0003971128,0.0018995096,0.16959141],"study_design_scores_gemma":[0.0013243401,0.0003949038,0.8474859,0.0023326122,0.0004837638,0.00003274101,0.13173838,0.00031475257,0.0010013303,0.0020559635,0.012223959,0.00061135355],"about_ca_topic_score_codex":0.0569563,"about_ca_topic_score_gemma":0.22924541,"teacher_disagreement_score":0.17228912,"about_ca_system_score_codex":0.0017602987,"about_ca_system_score_gemma":0.0012657066,"threshold_uncertainty_score":0.99968266},"labels":[],"label_agreement":null},{"id":"W780698384","doi":"","title":"Income inequality, household income and health status in Canada","year":2001,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic inequality; Inequality; Income inequality metrics; Total personal income; Economics; Income distribution; Household income; Income in kind; Social inequality; Health equity; Labour economics; Demographic economics; Economic growth; Gross income; Public economics; Geography; Health care; Mathematics","score_opus":0.06527697647320832,"score_gpt":0.3101888450249288,"score_spread":0.2449118685517205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W780698384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8468616,0.00025509164,0.000040572635,0.003038731,0.00026267962,0.00044982668,0.000044286488,0.0000701883,0.14897701],"genre_scores_gemma":[0.9152289,0.00054613984,0.000054783868,0.0009615696,0.00004949002,0.0000022594086,0.000008302863,0.00002107156,0.08312746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980003,0.0003721677,0.00034232135,0.00030646846,0.0002099153,0.00076878845],"domain_scores_gemma":[0.9991994,0.00014236766,0.00015969924,0.00020061167,0.00003917887,0.00025877412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025751398,0.00019243127,0.00037190906,0.0001494565,0.0004925933,0.0000074981863,0.0001717992,0.00007687071,0.007776022],"category_scores_gemma":[0.00001283079,0.00019628144,0.000025190448,0.000576262,0.00004766297,0.00018330645,0.00047697534,0.00040390049,0.000013300969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055485678,0.000017020808,0.9704973,0.00012352507,0.000021007429,0.00008499636,0.001069115,0.000008221678,9.4492054e-7,0.001168476,0.0007742497,0.026179632],"study_design_scores_gemma":[0.0013474075,0.000044312234,0.74937385,0.00014736324,0.0000061655783,7.082078e-7,0.0061667934,0.0000123972595,3.4037328e-7,0.000105973595,0.24263594,0.00015873014],"about_ca_topic_score_codex":0.94914496,"about_ca_topic_score_gemma":0.9928459,"teacher_disagreement_score":0.24186169,"about_ca_system_score_codex":0.0017329623,"about_ca_system_score_gemma":0.0010631718,"threshold_uncertainty_score":0.993131},"labels":[],"label_agreement":null},{"id":"W78679115","doi":"","title":"The Nature and Incidence of Non-Standard Work Arrangements","year":2005,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Work (physics); Engineering; Mechanical engineering","score_opus":0.01560046573790419,"score_gpt":0.3077946563917817,"score_spread":0.29219419065387753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W78679115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10356701,0.001764148,0.000015710655,0.00065337424,0.0010453255,0.0007597214,0.0000313963,0.000040036408,0.8921233],"genre_scores_gemma":[0.071486264,0.0013926021,0.000095064584,0.00012021033,0.00016854388,0.00000474988,0.00005577089,0.00002899054,0.9266478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986701,0.0001454177,0.00026884166,0.00028503226,0.0002922363,0.00033835453],"domain_scores_gemma":[0.9988782,0.00022778224,0.00038072656,0.00022458778,0.00022359338,0.00006515592],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017332826,0.00024208165,0.00034166293,0.00008617349,0.0010690033,0.000012160687,0.00033269444,0.00046542895,0.008192233],"category_scores_gemma":[0.000029623969,0.00019025756,0.0000798238,0.00034021708,0.00008796591,0.00011321322,0.00017885947,0.00091899786,0.000028437056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027192389,0.000043546013,0.23851696,0.0011427909,0.00065217,0.000046047575,0.015050178,0.0000020244158,0.00005584204,0.0036258455,0.053485155,0.6846602],"study_design_scores_gemma":[0.0008203691,0.000060834103,0.09559082,0.0010715408,0.00015307353,1.2559275e-7,0.025903462,0.0000012299685,0.00002574244,0.00009281319,0.876064,0.00021598635],"about_ca_topic_score_codex":0.00007392934,"about_ca_topic_score_gemma":0.0050540287,"teacher_disagreement_score":0.82257885,"about_ca_system_score_codex":0.00012796873,"about_ca_system_score_gemma":0.0001140198,"threshold_uncertainty_score":0.9927144},"labels":[],"label_agreement":null},{"id":"W79013695","doi":"10.1007/978-1-4419-9413-4_8","title":"Understanding Underemployment Among Contingent Workers","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Underemployment; Workforce; Labour economics; Work (physics); Business; Employment contract; Demographic economics; Economics; Economic growth; Unemployment; Engineering","score_opus":0.38068343346586025,"score_gpt":0.3860979381815005,"score_spread":0.005414504715640256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W79013695","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009280946,0.00042551238,0.0017385983,0.0011343801,0.0016787692,0.0013494755,0.000015317513,0.0004163368,0.9931488],"genre_scores_gemma":[0.028596452,0.00059208216,0.00004759617,0.0007514486,0.0004772433,0.000076179094,0.000036765465,0.00015173158,0.9692705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737686,0.00006970474,0.0008432484,0.000548221,0.0004123669,0.0007495717],"domain_scores_gemma":[0.998369,0.0003052646,0.0005476946,0.00045952355,0.00011643751,0.0002020857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043433424,0.00055726076,0.00070879003,0.00020637571,0.0011907673,0.000012779693,0.00023682123,0.00067804294,0.016545752],"category_scores_gemma":[0.000020190631,0.00045614011,0.0002519156,0.000027852573,0.0002284084,0.000076767275,0.00042020116,0.0010439365,0.0014230962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030218382,0.00001103098,0.06302414,0.00012889272,0.00047322636,0.000012481792,0.001402344,1.2268936e-7,3.4090235e-7,0.7130421,0.22167009,0.00020499992],"study_design_scores_gemma":[0.0009980941,0.00013276841,0.0052261045,0.0027012925,0.0003652421,4.3477942e-7,0.0038269204,0.0000010255485,0.0000016665124,0.26044783,0.72526413,0.0010345082],"about_ca_topic_score_codex":0.00061542896,"about_ca_topic_score_gemma":0.0030862293,"teacher_disagreement_score":0.50359404,"about_ca_system_score_codex":0.0010133997,"about_ca_system_score_gemma":0.00015593914,"threshold_uncertainty_score":0.99978906},"labels":[],"label_agreement":null},{"id":"W790688665","doi":"","title":"HRB National psychological wellbeing and distress survey: baseline results","year":2007,"lang":"en","type":"article","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sample (material); Demography; Population; Survey sampling; Distress; Psychology; Geography; Gerontology; Medicine; Sociology","score_opus":0.053525925742436704,"score_gpt":0.3922550804343035,"score_spread":0.3387291546918668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W790688665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8531992,0.0040390613,0.0001669088,0.08339626,0.0043318085,0.0019304457,0.00055218034,0.0005249314,0.05185925],"genre_scores_gemma":[0.96813375,0.000465668,0.00026513907,0.0057089333,0.0019050065,0.00006855384,0.0003285699,0.00006939684,0.023054997],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99442005,0.0016574303,0.0014836352,0.00073383015,0.0006512015,0.0010538221],"domain_scores_gemma":[0.99518335,0.0030218002,0.0007235657,0.0005186261,0.00017925404,0.00037338526],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038805343,0.00036237462,0.000519151,0.000111099675,0.0029267296,0.00005845852,0.00042175248,0.00028462725,0.000031267035],"category_scores_gemma":[0.00054817647,0.00025613626,0.00010638658,0.0003962437,0.00029650613,0.00045250033,0.00042156363,0.001098027,0.000040573195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045824642,0.00022365255,0.39054564,0.00014594899,0.000053489242,0.000057266247,0.0017842127,0.0000016284582,0.000006143785,0.0007463711,0.6039713,0.0020060986],"study_design_scores_gemma":[0.0009998824,0.00043723645,0.8762554,0.00023037361,0.000010361306,0.000009970095,0.00069065974,0.000016392265,0.000013064217,0.00029067247,0.12077187,0.00027411673],"about_ca_topic_score_codex":0.0008711389,"about_ca_topic_score_gemma":0.00016621675,"teacher_disagreement_score":0.48570976,"about_ca_system_score_codex":0.00013388267,"about_ca_system_score_gemma":0.00021579799,"threshold_uncertainty_score":0.9999891},"labels":[],"label_agreement":null},{"id":"W792835069","doi":"","title":"Precarity and Enforcement: Exploring the Migration, Protection, Security Nexus","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precarity; Nexus (standard); Enforcement; Business; Political science; Computer science","score_opus":0.32832959567943226,"score_gpt":0.3797115878849625,"score_spread":0.05138199220553025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W792835069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311817,0.00008989808,0.0002424007,0.00070517755,0.0005453752,0.0011016111,0.000011164799,0.00021800517,0.0039681764],"genre_scores_gemma":[0.9937946,0.00017955014,0.000007398829,0.00029479116,0.00015622993,0.000042635234,0.0000073241335,0.000025854073,0.0054915682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997882,0.00060899265,0.0003155332,0.0004207853,0.00026716522,0.000505534],"domain_scores_gemma":[0.9988389,0.00011251995,0.00021745093,0.00042544576,0.0002463253,0.00015935615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006343725,0.00025957037,0.00024435527,0.0001915111,0.0021523912,0.00004972153,0.00038322303,0.00014623997,0.00013789938],"category_scores_gemma":[0.00006836885,0.00021529832,0.00007210699,0.00033960276,0.0001639557,0.0015445162,0.00054352893,0.00085941167,0.00011616204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001012723,0.00004003168,0.971798,0.000091666574,0.00007334868,0.000011913595,0.025886495,3.4546161e-7,0.00003063678,0.0016299533,0.0000042762354,0.00033205553],"study_design_scores_gemma":[0.0007310104,0.00011879623,0.97537845,0.0001685459,0.00008920051,0.0000027035562,0.0056257234,3.3189494e-7,0.00030754018,0.0018314301,0.015493356,0.00025290213],"about_ca_topic_score_codex":0.0002493814,"about_ca_topic_score_gemma":0.0120175,"teacher_disagreement_score":0.020260772,"about_ca_system_score_codex":0.0001502659,"about_ca_system_score_gemma":0.000070338174,"threshold_uncertainty_score":0.9991467},"labels":[],"label_agreement":null},{"id":"W80187565","doi":"10.60082/2817-5069.1001","title":"The Limits of Voice: Are Workers Afraid to Express Their Health and Safety Rights?","year":2013,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Leverhulme Trust; York University; Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Affect (linguistics); Government (linguistics); Business; Logistic regression; Precarity; Occupational safety and health; Demographic economics; Political science; Psychology; Economics; Medicine; Law","score_opus":0.052134424437086734,"score_gpt":0.3630072276623504,"score_spread":0.31087280322526367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W80187565","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23321488,0.016565977,0.0005629988,0.27640927,0.0033940861,0.0037036324,0.00009221081,0.00016290785,0.46589404],"genre_scores_gemma":[0.9933791,0.001188432,0.00028981714,0.002198278,0.00042817296,0.00006211747,0.0000018296632,0.000023559747,0.0024286995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765754,0.0005484897,0.00069150876,0.00018033697,0.00027543603,0.0006466944],"domain_scores_gemma":[0.99781,0.00068177143,0.0005282504,0.00026113473,0.00028735853,0.00043145035],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00091786694,0.00019000666,0.000375566,0.000042780037,0.004872166,0.000043908476,0.00027441906,0.0000942901,0.00014356808],"category_scores_gemma":[0.000077866054,0.00010159505,0.00008050148,0.00010300191,0.00013734525,0.00018238305,0.00016618938,0.0006897627,0.000083392624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073526584,0.00022317056,0.29497048,0.00044382623,0.0006318372,0.000010807259,0.042226985,0.000021621243,0.0002207116,0.2509331,0.3846526,0.024929577],"study_design_scores_gemma":[0.0027703587,0.0006827724,0.20430009,0.0031254897,0.000040927618,0.000028527518,0.05407977,0.000015539857,0.00008855717,0.08385539,0.650479,0.00053353776],"about_ca_topic_score_codex":0.010106641,"about_ca_topic_score_gemma":0.05057486,"teacher_disagreement_score":0.7601642,"about_ca_system_score_codex":0.00008315125,"about_ca_system_score_gemma":0.000089244386,"threshold_uncertainty_score":0.9964852},"labels":[],"label_agreement":null},{"id":"W820604630","doi":"10.1016/j.socscimed.2015.12.014","title":"The effect of economic insecurity on mental health: Recent evidence from Australian panel data","year":2016,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Department of Families, Housing, Community Services and Indigenous Affairs; Australian Government","keywords":"Mental health; Panel data; Psychology; Public health; Demographic economics; Environmental health; Economic growth; Sociology; Gerontology; Economics; Medicine; Psychiatry; Econometrics","score_opus":0.2360626216991792,"score_gpt":0.5076714641543106,"score_spread":0.27160884245513145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W820604630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70650357,0.00047860312,0.0000018501804,0.28893346,0.0021557575,0.0005998716,0.000113770206,0.000025035935,0.0011881125],"genre_scores_gemma":[0.9955175,0.00242529,0.0000011630797,0.00061369187,0.0009726244,0.000022383334,0.00001129882,0.000005719615,0.00043034193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773467,0.00049385504,0.00042281806,0.0003616495,0.0004886772,0.00049835345],"domain_scores_gemma":[0.9973573,0.0017277552,0.00030826536,0.00042962327,0.000047906888,0.00012915365],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00485154,0.000116830684,0.00029879276,0.000036711266,0.0025763365,0.0000043297036,0.0008680335,0.000046950816,0.00030621403],"category_scores_gemma":[0.0012437503,0.000050970437,0.000021694232,0.00017673399,0.0017307377,0.00020866474,0.00032117392,0.0001843756,0.000062237086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036548532,0.000019635463,0.4441264,0.000053686003,0.000032725504,7.0322557e-7,0.033286825,2.053098e-8,0.0027698234,0.0017804957,0.3281006,0.18946362],"study_design_scores_gemma":[0.0035244334,0.0023346134,0.65188515,0.003715871,0.000047573907,2.339278e-7,0.005741739,0.0000054928673,0.000763458,0.002470493,0.32922992,0.00028099073],"about_ca_topic_score_codex":0.0049030636,"about_ca_topic_score_gemma":0.00164727,"teacher_disagreement_score":0.28901395,"about_ca_system_score_codex":0.00047974984,"about_ca_system_score_gemma":0.00035387313,"threshold_uncertainty_score":0.9987222},"labels":[],"label_agreement":null},{"id":"W832328124","doi":"10.71781/19661","title":"Labour, industries and the politics of immigration","year":2013,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Politics; Political science; Labour economics; Development economics; Demographic economics; Political economy; Economics; Law","score_opus":0.06797742335732972,"score_gpt":0.42781462274534504,"score_spread":0.35983719938801534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W832328124","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158745,0.0007254156,3.7018538e-7,0.0020525318,0.00038161993,0.0013195978,0.000062131076,9.591323e-7,0.07958292],"genre_scores_gemma":[0.33926073,0.00051545136,0.00006209411,0.00010665633,0.00019124101,0.00022124116,0.0005002992,0.000018433637,0.65912384],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902123,0.00019469982,0.00036765868,0.00013257931,0.00011991843,0.00016388623],"domain_scores_gemma":[0.9988986,0.00030676974,0.000368855,0.00015580238,0.00024309482,0.000026870192],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035338188,0.000120632474,0.00030865238,0.000038528906,0.000616008,0.000026315287,0.0001852193,0.00024443457,0.0017895519],"category_scores_gemma":[0.00015189406,0.0000728098,0.000022074077,0.00007459134,0.0000887004,0.00009535809,0.00010975406,0.00034752814,0.00011808055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008713974,0.00013648102,0.11897534,0.0012130566,0.00091916096,0.0000022192467,0.38319203,3.0881532e-7,0.00023280668,0.15059544,0.1646361,0.17922564],"study_design_scores_gemma":[0.003099016,0.0001023888,0.14960305,0.0012046418,0.0003281448,2.8002398e-7,0.24809359,0.0000046927007,0.0009883364,0.005324699,0.59089684,0.00035434376],"about_ca_topic_score_codex":0.004798673,"about_ca_topic_score_gemma":0.004586845,"teacher_disagreement_score":0.57954097,"about_ca_system_score_codex":0.000017032426,"about_ca_system_score_gemma":0.00020933185,"threshold_uncertainty_score":0.999123},"labels":[],"label_agreement":null},{"id":"W834884505","doi":"","title":"Essays on the Income-Health Gradient in Childhood","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Developmental psychology","score_opus":0.02935157454177581,"score_gpt":0.29606095900366025,"score_spread":0.2667093844618844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W834884505","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08758022,0.0003099528,0.0000029489086,0.0031740367,0.001085164,0.0013596587,0.000034788678,0.00010384819,0.90634936],"genre_scores_gemma":[0.077647954,0.0013102272,0.000015885458,0.0013033871,0.00019383241,0.000030721385,0.00022694364,0.000067307104,0.91920376],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727434,0.0007159118,0.00044393793,0.00050202175,0.00035418454,0.00070962496],"domain_scores_gemma":[0.99862206,0.0003306695,0.00045278991,0.00038615768,0.00008473034,0.000123584],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025091358,0.00040837572,0.0005576291,0.00032820358,0.0015746122,0.000008665264,0.0005115198,0.00034772413,0.031094173],"category_scores_gemma":[0.000036946993,0.00032179066,0.00015579734,0.0006873185,0.00005837278,0.00008800341,0.00014924743,0.0014887692,0.00039922333],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012012387,0.0009980684,0.2978687,0.0015959669,0.0006564864,0.0003817386,0.15645713,0.000028190541,0.0000034252712,0.09325433,0.1500082,0.29754654],"study_design_scores_gemma":[0.0016115484,0.00022595587,0.28949034,0.001811939,0.00003970493,6.3045206e-7,0.04823516,0.0000039584875,0.0000029168084,0.00050141686,0.65763235,0.00044405565],"about_ca_topic_score_codex":0.0014078509,"about_ca_topic_score_gemma":0.018421905,"teacher_disagreement_score":0.50762415,"about_ca_system_score_codex":0.0006665073,"about_ca_system_score_gemma":0.0004042969,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W883824673","doi":"","title":"The Meaning of Work among Nonstandard Workers: A Multifaceted Reality/Le Sens Du Travail Chez Des Travailleurs Atypiques: Une Réalité Aux Multiples Facettes","year":2013,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Casual; Meaning (existential); Phenomenon; Sociology; Work (physics); Term (time); Psychology; Social psychology; Epistemology; Political science; Philosophy; Law; Engineering","score_opus":0.04445968349818345,"score_gpt":0.31649978521262767,"score_spread":0.2720401017144442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W883824673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74808156,0.20388423,0.00535346,0.04006156,0.0014568098,0.000684306,0.00006795204,0.000019540006,0.00039056843],"genre_scores_gemma":[0.5170737,0.4774881,0.0005470128,0.00049637124,0.0006766682,0.000019688388,0.0000035667501,0.00008448882,0.0036104177],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575126,0.0011933255,0.001411379,0.0002922862,0.0003554233,0.0009963029],"domain_scores_gemma":[0.9952277,0.0014409294,0.0009917247,0.00030797799,0.0011968674,0.0008348238],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002626743,0.00043646756,0.00077579997,0.00022644822,0.0025034882,0.0001803447,0.00034877166,0.0003941259,0.00026268646],"category_scores_gemma":[0.000040360173,0.00033206755,0.0002515716,0.0005150965,0.0021746857,0.0002792698,0.0000010375134,0.0010277944,0.000009112897],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063344603,0.0000972038,0.21709241,0.0003551911,0.0015051793,0.00003754231,0.50349075,0.00028322183,0.00021743997,0.0017701333,0.117712416,0.15680504],"study_design_scores_gemma":[0.008141201,0.0010889565,0.103059135,0.01907336,0.0004054837,0.00007130935,0.14829132,0.0005544499,0.00019994249,0.047561232,0.67015386,0.0013997253],"about_ca_topic_score_codex":0.07602675,"about_ca_topic_score_gemma":0.23292398,"teacher_disagreement_score":0.5524415,"about_ca_system_score_codex":0.00008314278,"about_ca_system_score_gemma":0.0008213061,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W88949342","doi":"","title":"Working the frontlines: A case study of job dissatisfaction among paid employees in the John Howard Society","year":2013,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Public relations; Political science; Psychology","score_opus":0.04579256775869158,"score_gpt":0.3042433010753127,"score_spread":0.25845073331662116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W88949342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946575,0.000059540143,0.000044884375,0.0013714714,0.00027931225,0.0015827264,0.0000037743757,0.000058376354,0.0019423834],"genre_scores_gemma":[0.9976468,0.00008282358,0.000013771961,0.00016319485,0.00009950968,0.000029365347,0.000003501666,0.000015619906,0.0019454052],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99797624,0.0008355618,0.00030736,0.00025438133,0.0002682886,0.00035816277],"domain_scores_gemma":[0.9985459,0.00068032875,0.00021177936,0.00038573635,0.00012905782,0.0000472151],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004559094,0.00018481106,0.00026104134,0.0001220867,0.0013207368,0.000018012684,0.00034578386,0.000121050834,0.00011954666],"category_scores_gemma":[0.000041238563,0.00011536769,0.00012356405,0.0006348659,0.00012527678,0.00029335415,0.0002255759,0.000584987,0.000021513566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002044039,0.00014495134,0.9611937,0.000023881401,0.00009845452,0.00010216321,0.012861741,0.000011868101,4.7580488e-7,0.000075664655,0.024865244,0.0006014649],"study_design_scores_gemma":[0.0007572129,0.000085100655,0.39806527,0.000054500913,0.000062664934,1.02208e-8,0.5931831,0.00002099864,9.884714e-7,0.000043157772,0.0076382533,0.00008871118],"about_ca_topic_score_codex":0.043419704,"about_ca_topic_score_gemma":0.6101767,"teacher_disagreement_score":0.5803214,"about_ca_system_score_codex":0.00012496878,"about_ca_system_score_gemma":0.0000423667,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W89685890","doi":"10.60082/2817-5069.1072","title":"Assessing the Regulation of Temporary Foreign Workers in Canada","year":2011,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"Human Resources and Skills Development Canada","keywords":"Politics; State (computer science); Context (archaeology); Migrant workers; Political science; Political geography; Political economy; Sociology; Labour law; Migration studies; Economic geography; Economics; Law; Economic growth; Geography; Gender studies","score_opus":0.11080993325379312,"score_gpt":0.36642678313677973,"score_spread":0.2556168498829866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W89685890","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29583296,0.00021492249,0.000071563685,0.0011263908,0.00039273142,0.00017760794,0.0000018229412,0.000007687544,0.7021743],"genre_scores_gemma":[0.9990028,0.00002477377,0.00025416387,0.00031624475,0.00013067262,0.00000872966,0.0000016910153,0.000012503675,0.00024838402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985278,0.00035278886,0.0005165719,0.00008351128,0.00024030235,0.00027900058],"domain_scores_gemma":[0.99914026,0.00019083178,0.0003798741,0.00013462035,0.00009862687,0.00005578526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007941204,0.00008931399,0.00017435019,0.000036349564,0.0008535395,0.000008320441,0.00015403895,0.00005100507,0.00033535613],"category_scores_gemma":[0.000033675715,0.00005669232,0.000038804308,0.000110329696,0.000050501465,0.00026097792,0.00005611595,0.00048878626,0.0000030168517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019691133,0.000012468811,0.9569195,0.000020591466,0.00002427597,0.0000080949385,0.0007531071,0.000007860785,0.000016286507,0.037861202,0.0036951236,0.0006617766],"study_design_scores_gemma":[0.00039860714,0.000017390246,0.9326399,0.00034876904,0.000011948873,0.000005421214,0.029639384,0.000024671082,0.00003578183,0.036164425,0.0006379927,0.00007568317],"about_ca_topic_score_codex":0.98824835,"about_ca_topic_score_gemma":0.99583554,"teacher_disagreement_score":0.7031699,"about_ca_system_score_codex":0.00024379688,"about_ca_system_score_gemma":0.00072466314,"threshold_uncertainty_score":0.65648216},"labels":[],"label_agreement":null},{"id":"W91054063","doi":"10.1177/070674371005500908","title":"The Prevalence of Mental Disorders in the Working Population over the Period of Global Economic Crisis","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba; McGill University; University of British Columbia; University of Calgary","funders":"Canadian Institutes of Health Research; Health Research Board","keywords":"Panic disorder; Anxiety; Mental health; Random digit dialing; Prevalence of mental disorders; Population; Psychiatry; Major depressive disorder; CIDI; Anxiety disorder; Socioeconomic status; Medicine; Generalized anxiety disorder; Depression (economics); Demography; Panic; Major depressive episode; Prevalence; Environmental health; Mood","score_opus":0.017278420526588904,"score_gpt":0.3401176008392209,"score_spread":0.322839180312632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W91054063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8833539,0.0011723668,5.225579e-7,0.11088561,0.0029391875,0.00025784,0.000024480194,0.0000010716291,0.0013650164],"genre_scores_gemma":[0.9990221,0.00012404482,0.000018575356,0.00043259727,0.00034249367,0.0000055860237,4.3098532e-7,0.000005893571,0.000048225622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874693,0.00031883555,0.00049473514,0.00005904155,0.0001472475,0.00023321802],"domain_scores_gemma":[0.9989962,0.00016006031,0.0005191344,0.00024035723,0.000032221596,0.000052008483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014355234,0.00008060984,0.00012537488,0.000031688516,0.0012082113,0.000015122418,0.0005722947,0.000053184765,0.00011524883],"category_scores_gemma":[0.000041526266,0.000034696863,0.00009960281,0.00010683817,0.00017743777,0.000056428325,0.000023811133,0.00051385193,0.0000022120694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023388287,0.0000060567195,0.96579546,0.000020712276,0.000032061656,1.02050436e-7,0.0049283793,0.000009041334,6.9235585e-7,0.020510523,0.008217041,0.00045653744],"study_design_scores_gemma":[0.00024413703,0.00003319547,0.9661796,0.00008693312,0.0000398983,0.0000033311887,0.011249101,0.000006690989,1.499017e-7,0.018121606,0.00399726,0.00003808901],"about_ca_topic_score_codex":0.046565235,"about_ca_topic_score_gemma":0.94642943,"teacher_disagreement_score":0.8998642,"about_ca_system_score_codex":0.00011268703,"about_ca_system_score_gemma":0.00071903307,"threshold_uncertainty_score":0.9597838},"labels":[],"label_agreement":null},{"id":"W93996351","doi":"10.3233/wor-2009-0850","title":"Forever productive: The discursive shaping of later life workers in contemporary Canadian newspapers","year":2009,"lang":"en","type":"article","venue":"Work","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Newspaper; Political science; Gender studies; Sociology; Media studies","score_opus":0.0935754688930796,"score_gpt":0.3755970715948117,"score_spread":0.2820216027017321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W93996351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7951303,0.0017684533,0.0000020503026,0.15553384,0.00050980615,0.0011368607,0.000006680619,0.000025685758,0.045886323],"genre_scores_gemma":[0.99229604,0.000021085976,0.000025958912,0.003906158,0.00018943897,0.000042280648,0.000005372362,0.000009569431,0.0035041133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893284,0.00016711486,0.00027553746,0.0001609367,0.000103492144,0.0003600855],"domain_scores_gemma":[0.99945235,0.00012047147,0.00009807688,0.00018808365,0.000047340014,0.00009369039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027753512,0.00010392414,0.00019285746,0.00007576891,0.0003656692,0.0000033756314,0.00013491909,0.0000692063,0.00010472634],"category_scores_gemma":[0.00013317341,0.000064404914,0.00004322196,0.0003215982,0.00007484819,0.00007369332,0.00003033993,0.00030053983,0.000027787548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047280733,0.000010213966,0.88666016,0.000010879926,0.000023428167,0.0000024574606,0.011996744,0.0000058729047,0.0000032386884,0.00031107594,0.10017683,0.00075180415],"study_design_scores_gemma":[0.00032765794,0.000024312738,0.9513173,0.00039980328,0.000007302438,4.2437897e-8,0.01831501,4.2558958e-7,0.0000032220014,0.00067696,0.028839802,0.000088155764],"about_ca_topic_score_codex":0.038655005,"about_ca_topic_score_gemma":0.09188195,"teacher_disagreement_score":0.19716571,"about_ca_system_score_codex":0.00009787373,"about_ca_system_score_gemma":0.00034242636,"threshold_uncertainty_score":0.9677467},"labels":[],"label_agreement":null},{"id":"W96084835","doi":"10.4000/interventionseconomiques.1935","title":"Career Paths in Spain: Gendered Division of Labour and Informal Employment","year":2013,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Division of labour; Political science; Sociology; Art","score_opus":0.09867997034556808,"score_gpt":0.37011583774464574,"score_spread":0.27143586739907766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96084835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688346,0.012248336,0.00023275001,0.013099206,0.0010363669,0.0012346841,0.00016287387,0.000048389265,0.0031027866],"genre_scores_gemma":[0.9685601,0.0021488697,0.0004268935,0.0002918943,0.00011899632,0.00031356592,0.000024573299,0.000027248376,0.028087866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721944,0.0004965681,0.0013862898,0.00027990024,0.000089767804,0.00052801386],"domain_scores_gemma":[0.99862486,0.00029871182,0.000398752,0.0002810917,0.00026005905,0.00013650436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076756324,0.00025965142,0.0005207022,0.00030769676,0.00024114661,0.00004105212,0.00017178062,0.00028057757,0.0038512265],"category_scores_gemma":[0.00016487043,0.0002549289,0.0002676201,0.00013460846,0.00023289319,0.00067743286,0.0005386325,0.00042766077,0.00019494623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025999292,0.0004939259,0.7736473,0.0029624102,0.00022945825,0.0000043984446,0.01381419,0.000011610192,0.000040343028,0.049122643,0.009331289,0.15031642],"study_design_scores_gemma":[0.0009265947,0.00045518245,0.9616043,0.004012786,0.000037895003,0.0000011215465,0.007246738,0.00010551308,0.00007758777,0.0056097,0.019670822,0.00025175867],"about_ca_topic_score_codex":0.030102069,"about_ca_topic_score_gemma":0.0129899755,"teacher_disagreement_score":0.18795697,"about_ca_system_score_codex":0.00016463645,"about_ca_system_score_gemma":0.00007605308,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W974932830","doi":"","title":"Labor market indicators for Africa: technical note","year":2007,"lang":"en","type":"article","venue":"UEA Digital Repository (University of East Anglia)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Business; Economics; Labour economics","score_opus":0.02336255422240752,"score_gpt":0.2947641207309942,"score_spread":0.27140156650858666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W974932830","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35492122,0.00029405128,0.004123624,0.0011268026,0.00077570806,0.0009735106,0.00025484624,0.00029841848,0.6372318],"genre_scores_gemma":[0.933579,0.000006150764,0.0005462294,0.000031089527,0.00015919733,0.0000017079019,0.0000124842145,0.000017095483,0.065647036],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988096,0.00003416331,0.00023930601,0.0002539909,0.00024504497,0.000417917],"domain_scores_gemma":[0.9988311,0.00033356657,0.00024652213,0.0002296191,0.0002017234,0.00015745703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002602026,0.00013680197,0.00025945442,0.00016719622,0.00083638506,0.000009265056,0.0002514329,0.00019269114,0.000049987186],"category_scores_gemma":[0.000116610485,0.00014982787,0.00016127997,0.00031564513,0.00021970135,0.00030448433,0.00023495706,0.00020447375,0.000029944538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014977731,0.00039606204,0.7344231,0.00035252582,0.00016576442,0.00014662925,0.0069366423,4.382294e-7,0.0013444542,0.004226918,0.23667756,0.013832145],"study_design_scores_gemma":[0.001520266,0.00031051153,0.47080582,0.0001857298,0.00009700878,0.000004185468,0.019477515,0.000008534849,0.00009307522,0.0004930956,0.50665885,0.0003453866],"about_ca_topic_score_codex":0.000044904144,"about_ca_topic_score_gemma":0.00009476511,"teacher_disagreement_score":0.5786578,"about_ca_system_score_codex":0.0001275505,"about_ca_system_score_gemma":0.00009189039,"threshold_uncertainty_score":0.6432882},"labels":[],"label_agreement":null}]}